warning: commands will be executed using /bin/sh
job 2212 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	16
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	1
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 898097 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 898097 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 47056 members 
Mstep: Class 3 contains 47269 members 
Mstep: Class 4 contains 47133 members 
Mstep: Class 5 contains 47406 members 
Mstep: Class 6 contains 47759 members 
Mstep: Class 7 contains 47000 members 
Mstep: Class 8 contains 47152 members 
Mstep: Class 9 contains 47199 members 
Mstep: Class 10 contains 47172 members 
Mstep: Class 11 contains 47329 members 
Mstep: Class 12 contains 46985 members 
Mstep: Class 13 contains 46968 members 
Mstep: Class 14 contains 47048 members 
Mstep: Class 15 contains 47259 members 
Mstep: Class 16 contains 47213 members 
Mstep: Class 17 contains 47538 members 
Mstep: Class 18 contains 47508 members 
Mstep: Class 19 contains 47152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45545792.000000 Penalty: 11850.594727
Iteration 0F: 20 clusters Score -4.554579e+07 nChanged 850742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9160 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 8768 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 9097 members 
Mstep: Class 5 contains 73060 members 
Mstep: Class 6 contains 31051 members 
Mstep: Class 7 contains 36831 members 
Mstep: Class 8 contains 16501 members 
Mstep: Class 9 contains 105009 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 39235 members 
Mstep: Class 12 contains 18416 members 
Mstep: Class 13 contains 85026 members 
Mstep: Class 14 contains 182243 members 
Mstep: Class 15 contains 17805 members 
Mstep: Class 16 contains 44430 members 
Mstep: Class 17 contains 44442 members 
Mstep: Class 18 contains 51594 members 
Mstep: Class 19 contains 41541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51923464.000000 Penalty: 11850.594727
Iteration 1F: 20 clusters Score -5.192346e+07 nChanged 308186
Entering Unmasked Mstep 
Mstep: Class 0 contains 3138 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 82987 members 
Mstep: Class 6 contains 28048 members 
Mstep: Class 7 contains 37123 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 136261 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 34457 members 
Mstep: Class 12 contains 4808 members 
Mstep: Class 13 contains 97374 members 
Mstep: Class 14 contains 250269 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 36399 members 
Mstep: Class 17 contains 42933 members 
Mstep: Class 18 contains 50771 members 
Mstep: Class 19 contains 33140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52332760.000000 Penalty: 11850.594727
Iteration 2F: 20 clusters Score -5.233276e+07 nChanged 225434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1461 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 91941 members 
Mstep: Class 6 contains 23490 members 
Mstep: Class 7 contains 31166 members 
Mstep: Class 8 contains 8059 members 
Mstep: Class 9 contains 177281 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 29786 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 119417 members 
Mstep: Class 14 contains 234117 members 
Mstep: Class 15 contains 565 members 
Mstep: Class 16 contains 31794 members 
Mstep: Class 17 contains 36320 members 
Mstep: Class 18 contains 43258 members 
Mstep: Class 19 contains 25937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52486164.000000 Penalty: 11850.594727
Iteration 3F: 20 clusters Score -5.248616e+07 nChanged 174452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1174 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 106087 members 
Mstep: Class 6 contains 18645 members 
Mstep: Class 7 contains 24957 members 
Mstep: Class 8 contains 7945 members 
Mstep: Class 9 contains 234279 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 23381 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 135026 members 
Mstep: Class 14 contains 199736 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 26903 members 
Mstep: Class 17 contains 28242 members 
Mstep: Class 18 contains 38113 members 
Mstep: Class 19 contains 17122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52546324.000000 Penalty: 11850.594727
Iteration 4F: 20 clusters Score -5.254632e+07 nChanged 178852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1008 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 130022 members 
Mstep: Class 6 contains 15934 members 
Mstep: Class 7 contains 21679 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 255563 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 17393 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 144935 members 
Mstep: Class 14 contains 177815 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 23621 members 
Mstep: Class 17 contains 22404 members 
Mstep: Class 18 contains 35243 members 
Mstep: Class 19 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52595828.000000 Penalty: 11850.594727
Iteration 5F: 20 clusters Score -5.259583e+07 nChanged 141765
Entering Unmasked Mstep 
Mstep: Class 0 contains 943 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 195 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 8404 members 
Mstep: Class 5 contains 163079 members 
Mstep: Class 6 contains 15789 members 
Mstep: Class 7 contains 20881 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 229109 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 14003 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 141628 members 
Mstep: Class 14 contains 190015 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 22824 members 
Mstep: Class 17 contains 18896 members 
Mstep: Class 18 contains 33629 members 
Mstep: Class 19 contains 9692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52661776.000000 Penalty: 11850.594727
Iteration 6F: 20 clusters Score -5.266178e+07 nChanged 115206
Entering Unmasked Mstep 
Mstep: Class 0 contains 874 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 187 members 
Mstep: Class 3 contains 2398 members 
Mstep: Class 4 contains 8634 members 
Mstep: Class 5 contains 207968 members 
Mstep: Class 6 contains 16563 members 
Mstep: Class 7 contains 21330 members 
Mstep: Class 8 contains 7446 members 
Mstep: Class 9 contains 212979 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 11 contains 11271 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 126920 members 
Mstep: Class 14 contains 185273 members 
Mstep: Class 15 contains 758 members 
Mstep: Class 16 contains 22888 members 
Mstep: Class 17 contains 15203 members 
Mstep: Class 18 contains 32949 members 
Mstep: Class 19 contains 7462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52731484.000000 Penalty: 11850.594727
Iteration 7F: 20 clusters Score -5.273148e+07 nChanged 143488
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 8833 members 
Mstep: Class 5 contains 279022 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 22181 members 
Mstep: Class 8 contains 7229 members 
Mstep: Class 9 contains 189865 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 114751 members 
Mstep: Class 14 contains 159017 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 22831 members 
Mstep: Class 17 contains 10652 members 
Mstep: Class 18 contains 32825 members 
Mstep: Class 19 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52746984.000000 Penalty: 11850.594727
Iteration 8F: 20 clusters Score -5.274698e+07 nChanged 124643
Entering Unmasked Mstep 
Mstep: Class 0 contains 554 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 180 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 298208 members 
Mstep: Class 6 contains 22339 members 
Mstep: Class 7 contains 22770 members 
Mstep: Class 8 contains 6969 members 
Mstep: Class 9 contains 175587 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 4771 members 
Mstep: Class 12 contains 2218 members 
Mstep: Class 13 contains 122495 members 
Mstep: Class 14 contains 144318 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 24787 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 36494 members 
Mstep: Class 19 contains 4248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52802508.000000 Penalty: 11850.594727
Iteration 9F: 20 clusters Score -5.280251e+07 nChanged 97289
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 8717 members 
Mstep: Class 5 contains 283153 members 
Mstep: Class 6 contains 27289 members 
Mstep: Class 7 contains 23685 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 178649 members 
Mstep: Class 10 contains 1716 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 125977 members 
Mstep: Class 14 contains 142421 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52865148.000000 Penalty: 11850.594727
Iteration 10F: 20 clusters Score -5.286515e+07 nChanged 75643
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 264234 members 
Mstep: Class 6 contains 32571 members 
Mstep: Class 7 contains 25451 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 182995 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 125360 members 
Mstep: Class 14 contains 141484 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 34987 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 49174 members 
Mstep: Class 19 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52908656.000000 Penalty: 11850.594727
Iteration 11F: 20 clusters Score -5.290866e+07 nChanged 64007
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 246370 members 
Mstep: Class 6 contains 37900 members 
Mstep: Class 7 contains 27840 members 
Mstep: Class 8 contains 6761 members 
Mstep: Class 9 contains 186167 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 122606 members 
Mstep: Class 14 contains 139472 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 41878 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 56463 members 
Mstep: Class 19 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52940212.000000 Penalty: 11850.594727
Iteration 12F: 20 clusters Score -5.294021e+07 nChanged 55656
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 231013 members 
Mstep: Class 6 contains 43190 members 
Mstep: Class 7 contains 30520 members 
Mstep: Class 8 contains 6764 members 
Mstep: Class 9 contains 186581 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 3647 members 
Mstep: Class 13 contains 118867 members 
Mstep: Class 14 contains 136683 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 49438 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 63874 members 
Mstep: Class 19 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52966772.000000 Penalty: 11850.594727
Iteration 13F: 20 clusters Score -5.296677e+07 nChanged 49088
Entering Unmasked Mstep 
Mstep: Class 0 contains 319 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 2400 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 218254 members 
Mstep: Class 6 contains 48543 members 
Mstep: Class 7 contains 33133 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 184465 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 3916 members 
Mstep: Class 13 contains 114877 members 
Mstep: Class 14 contains 133150 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 57431 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 71304 members 
Mstep: Class 19 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52988352.000000 Penalty: 11850.594727
Iteration 14F: 20 clusters Score -5.298835e+07 nChanged 45404
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 177 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 7652 members 
Mstep: Class 5 contains 206393 members 
Mstep: Class 6 contains 53907 members 
Mstep: Class 7 contains 35738 members 
Mstep: Class 8 contains 6764 members 
Mstep: Class 9 contains 181369 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 4109 members 
Mstep: Class 13 contains 110934 members 
Mstep: Class 14 contains 128982 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 65816 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 78620 members 
Mstep: Class 19 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53007556.000000 Penalty: 11850.594727
Iteration 15F: 20 clusters Score -5.300756e+07 nChanged 42817
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 195709 members 
Mstep: Class 6 contains 59381 members 
Mstep: Class 7 contains 38226 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 177783 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 106755 members 
Mstep: Class 14 contains 124331 members 
Mstep: Class 15 contains 758 members 
Mstep: Class 16 contains 74444 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 85519 members 
Mstep: Class 19 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53029212.000000 Penalty: 11850.594727
Iteration 16Q: 20 clusters Score -5.302921e+07 nChanged 40114
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 7467 members 
Mstep: Class 5 contains 187322 members 
Mstep: Class 6 contains 65112 members 
Mstep: Class 7 contains 40511 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 173922 members 
Mstep: Class 10 contains 2954 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 102117 members 
Mstep: Class 14 contains 119404 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 82734 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 91360 members 
Mstep: Class 19 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53048124.000000 Penalty: 11850.594727
Iteration 17Q: 20 clusters Score -5.304812e+07 nChanged 38273
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 180006 members 
Mstep: Class 6 contains 71147 members 
Mstep: Class 7 contains 42850 members 
Mstep: Class 8 contains 6774 members 
Mstep: Class 9 contains 172040 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 4368 members 
Mstep: Class 13 contains 96533 members 
Mstep: Class 14 contains 114470 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 89783 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 95892 members 
Mstep: Class 19 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53060512.000000 Penalty: 11850.594727
Iteration 18Q: 20 clusters Score -5.306051e+07 nChanged 37546
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 173713 members 
Mstep: Class 6 contains 77819 members 
Mstep: Class 7 contains 45410 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 171126 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 90237 members 
Mstep: Class 14 contains 110104 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 95482 members 
Mstep: Class 17 contains 2152 members 
Mstep: Class 18 contains 98951 members 
Mstep: Class 19 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53073548.000000 Penalty: 11850.594727
Iteration 19Q: 20 clusters Score -5.307355e+07 nChanged 37046
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 168604 members 
Mstep: Class 6 contains 85384 members 
Mstep: Class 7 contains 48147 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 169908 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 4418 members 
Mstep: Class 13 contains 84067 members 
Mstep: Class 14 contains 106774 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 99350 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 100665 members 
Mstep: Class 19 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53078948.000000 Penalty: 11850.594727
Iteration 20F: 20 clusters Score -5.307895e+07 nChanged 36183
Entering Unmasked Mstep 
Mstep: Class 0 contains 394 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 6894 members 
Mstep: Class 5 contains 163711 members 
Mstep: Class 6 contains 93185 members 
Mstep: Class 7 contains 51135 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 168179 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 79244 members 
Mstep: Class 14 contains 104314 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 101764 members 
Mstep: Class 17 contains 2334 members 
Mstep: Class 18 contains 101316 members 
Mstep: Class 19 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53085892.000000 Penalty: 11850.594727
Iteration 21Q: 20 clusters Score -5.308589e+07 nChanged 36790
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 185 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 6658 members 
Mstep: Class 5 contains 159363 members 
Mstep: Class 6 contains 101233 members 
Mstep: Class 7 contains 54108 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 166725 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 75077 members 
Mstep: Class 14 contains 102531 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 102675 members 
Mstep: Class 17 contains 2496 members 
Mstep: Class 18 contains 100964 members 
Mstep: Class 19 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53086072.000000 Penalty: 11850.594727
Iteration 22Q: 20 clusters Score -5.308607e+07 nChanged 37737
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 187 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 155569 members 
Mstep: Class 6 contains 108672 members 
Mstep: Class 7 contains 57114 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 165319 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 71789 members 
Mstep: Class 14 contains 101407 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 102564 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 100026 members 
Mstep: Class 19 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53108680.000000 Penalty: 11850.594727
Iteration 23Q: 20 clusters Score -5.310868e+07 nChanged 37182
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 152683 members 
Mstep: Class 6 contains 115356 members 
Mstep: Class 7 contains 60224 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 163594 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 2781 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 68714 members 
Mstep: Class 14 contains 100676 members 
Mstep: Class 15 contains 759 members 
Mstep: Class 16 contains 101900 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 98874 members 
Mstep: Class 19 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 583.639465 but Gain 623.714844
Score: -53113356.000000 Penalty: 11226.879883
Iteration 24Q: 19 clusters Score -5.311336e+07 nChanged 36316
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 149636 members 
Mstep: Class 6 contains 121256 members 
Mstep: Class 7 contains 63964 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 161699 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 4352 members 
Mstep: Class 13 contains 66575 members 
Mstep: Class 14 contains 100091 members 
Mstep: Class 15 contains 759 members 
Mstep: Class 16 contains 101041 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 97777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53116192.000000 Penalty: 11226.879883
Iteration 25Q: 19 clusters Score -5.311619e+07 nChanged 34321
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 146320 members 
Mstep: Class 6 contains 126041 members 
Mstep: Class 7 contains 67888 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 159472 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 13 contains 65696 members 
Mstep: Class 14 contains 99411 members 
Mstep: Class 15 contains 760 members 
Mstep: Class 16 contains 99908 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 96514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53123692.000000 Penalty: 11226.879883
Iteration 26Q: 19 clusters Score -5.312369e+07 nChanged 31515
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 142701 members 
Mstep: Class 6 contains 129699 members 
Mstep: Class 7 contains 72228 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 157219 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 65772 members 
Mstep: Class 14 contains 98373 members 
Mstep: Class 15 contains 759 members 
Mstep: Class 16 contains 98779 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 95614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53127340.000000 Penalty: 11226.879883
Iteration 27Q: 19 clusters Score -5.312734e+07 nChanged 28972
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 138984 members 
Mstep: Class 6 contains 132360 members 
Mstep: Class 7 contains 77019 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 154985 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 66554 members 
Mstep: Class 14 contains 97142 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 97592 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 94829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53131636.000000 Penalty: 11226.879883
Iteration 28Q: 19 clusters Score -5.313164e+07 nChanged 26395
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 135462 members 
Mstep: Class 6 contains 133492 members 
Mstep: Class 7 contains 82276 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 152852 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 67798 members 
Mstep: Class 14 contains 95869 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 96651 members 
Mstep: Class 17 contains 5041 members 
Mstep: Class 18 contains 94278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53120828.000000 Penalty: 11226.879883
Iteration 29Q: 19 clusters Score -5.312083e+07 nChanged 24333
Entering Unmasked Mstep 
Mstep: Class 0 contains 417 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 6245 members 
Mstep: Class 5 contains 132575 members 
Mstep: Class 6 contains 132185 members 
Mstep: Class 7 contains 87421 members 
Mstep: Class 8 contains 7042 members 
Mstep: Class 9 contains 151403 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 4015 members 
Mstep: Class 13 contains 69459 members 
Mstep: Class 14 contains 94948 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 96025 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 93769 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 4: covariance matrix is	singular
ConsiderDeletion 
Score: -53124140.000000 Penalty: 10603.164062
Iteration 30Q: 18 clusters Score -5.312414e+07 nChanged 23115
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 5 contains 130767 members 
Mstep: Class 6 contains 128751 members 
Mstep: Class 7 contains 92316 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 149542 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 3946 members 
Mstep: Class 13 contains 71433 members 
Mstep: Class 14 contains 94783 members 
Mstep: Class 15 contains 764 members 
Mstep: Class 16 contains 95846 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 93410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53019896.000000 Penalty: 10603.164062
Iteration 31Q: 18 clusters Score -5.30199e+07 nChanged 29123
Entering Unmasked Mstep 
Mstep: Class 0 contains 420 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 190 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 5 contains 129612 members 
Mstep: Class 6 contains 123430 members 
Mstep: Class 7 contains 96891 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 147581 members 
Mstep: Class 10 contains 10078 members 
Mstep: Class 11 contains 6918 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 73893 members 
Mstep: Class 14 contains 95143 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 95979 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 93268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53074336.000000 Penalty: 10603.164062
Iteration 32Q: 18 clusters Score -5.307434e+07 nChanged 23258
Entering Unmasked Mstep 
Mstep: Class 0 contains 548 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 5 contains 129112 members 
Mstep: Class 6 contains 117088 members 
Mstep: Class 7 contains 100778 members 
Mstep: Class 8 contains 6979 members 
Mstep: Class 9 contains 144971 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 76954 members 
Mstep: Class 14 contains 95954 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 96420 members 
Mstep: Class 17 contains 6980 members 
Mstep: Class 18 contains 93455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53075928.000000 Penalty: 10603.164062
Iteration 33Q: 18 clusters Score -5.307593e+07 nChanged 23016
Entering Unmasked Mstep 
Mstep: Class 0 contains 635 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 5 contains 128879 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 104163 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 141580 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 3869 members 
Mstep: Class 13 contains 80513 members 
Mstep: Class 14 contains 97119 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 96932 members 
Mstep: Class 17 contains 7538 members 
Mstep: Class 18 contains 93958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53076196.000000 Penalty: 10603.164062
Iteration 34Q: 18 clusters Score -5.30762e+07 nChanged 23561
Entering Unmasked Mstep 
Mstep: Class 0 contains 673 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 303 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 5 contains 128574 members 
Mstep: Class 6 contains 104065 members 
Mstep: Class 7 contains 106678 members 
Mstep: Class 8 contains 6851 members 
Mstep: Class 9 contains 137581 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 3898 members 
Mstep: Class 13 contains 84837 members 
Mstep: Class 14 contains 98496 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 97340 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 94676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53076764.000000 Penalty: 10603.164062
Iteration 35Q: 18 clusters Score -5.307676e+07 nChanged 23397
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 341 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 5 contains 127960 members 
Mstep: Class 6 contains 99035 members 
Mstep: Class 7 contains 108063 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 133137 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 8375 members 
Mstep: Class 12 contains 3926 members 
Mstep: Class 13 contains 89448 members 
Mstep: Class 14 contains 100004 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 97655 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 95563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53078448.000000 Penalty: 10603.164062
Iteration 36Q: 18 clusters Score -5.307845e+07 nChanged 22340
Entering Unmasked Mstep 
Mstep: Class 0 contains 720 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 5 contains 127109 members 
Mstep: Class 6 contains 95845 members 
Mstep: Class 7 contains 108286 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 128608 members 
Mstep: Class 10 contains 9907 members 
Mstep: Class 11 contains 8673 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 93932 members 
Mstep: Class 14 contains 101603 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 97711 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 96371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53080316.000000 Penalty: 10603.164062
Iteration 37Q: 18 clusters Score -5.308032e+07 nChanged 20670
Entering Unmasked Mstep 
Mstep: Class 0 contains 730 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 5 contains 126271 members 
Mstep: Class 6 contains 94263 members 
Mstep: Class 7 contains 107774 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 124096 members 
Mstep: Class 10 contains 9926 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 4053 members 
Mstep: Class 13 contains 97680 members 
Mstep: Class 14 contains 103142 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 97700 members 
Mstep: Class 17 contains 9717 members 
Mstep: Class 18 contains 97200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53081348.000000 Penalty: 10603.164062
Iteration 38Q: 18 clusters Score -5.308135e+07 nChanged 18444
Entering ConstructFrom: 
Score: -53081348.000000 Penalty: 10603.164062
Entering ConstructFrom: 
Trying to split cluster 1 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -448852.250000 Penalty: 401.522827
	Iteration 0F: 2 clusters Score -448852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -444242.437500 Penalty: 803.045654
	Iteration 0F: 3 clusters Score -444242.4 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -446198.250000 Penalty: 803.045654
	Iteration 1F: 3 clusters Score -446198.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -446419.906250 Penalty: 803.045654
	Iteration 2F: 3 clusters Score -446419.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -446698.687500 Penalty: 803.045654
	Iteration 3F: 3 clusters Score -446698.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -447103.968750 Penalty: 803.045654
	Iteration 4F: 3 clusters Score -447104 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -447482.625000 Penalty: 803.045654
	Iteration 5F: 3 clusters Score -447482.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -447811.718750 Penalty: 803.045654
	Iteration 6F: 3 clusters Score -447811.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -448049.531250 Penalty: 803.045654
	Iteration 7Q: 3 clusters Score -448049.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -448205.937500 Penalty: 803.045654
	Iteration 8Q: 3 clusters Score -448205.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -448314.906250 Penalty: 803.045654
	Iteration 9Q: 3 clusters Score -448314.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -448369.156250 Penalty: 803.045654
	Iteration 10Q: 3 clusters Score -448369.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -448405.562500 Penalty: 803.045654
	Iteration 11Q: 3 clusters Score -448405.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -448429.781250 Penalty: 803.045654
	Iteration 12Q: 3 clusters Score -448429.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -448453.875000 Penalty: 803.045654
	Iteration 13Q: 3 clusters Score -448453.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -448471.875000 Penalty: 803.045654
	Iteration 14Q: 3 clusters Score -448471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -448488.468750 Penalty: 803.045654
	Iteration 15Q: 3 clusters Score -448488.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -448498.562500 Penalty: 803.045654
	Iteration 16Q: 3 clusters Score -448498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -448502.156250 Penalty: 803.045654
	Iteration 17Q: 3 clusters Score -448502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -448510.281250 Penalty: 803.045654
	Iteration 18Q: 3 clusters Score -448510.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -448514.750000 Penalty: 803.045654
	Iteration 19Q: 3 clusters Score -448514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -448518.718750 Penalty: 803.045654
	Iteration 20F: 3 clusters Score -448518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -448521.468750 Penalty: 803.045654
	Iteration 21Q: 3 clusters Score -448521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -448522.625000 Penalty: 803.045654
	Iteration 22Q: 3 clusters Score -448522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -448524.187500 Penalty: 803.045654
	Iteration 23Q: 3 clusters Score -448524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -448525.718750 Penalty: 803.045654
	Iteration 24Q: 3 clusters Score -448525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -448527.031250 Penalty: 803.045654
	Iteration 25Q: 3 clusters Score -448527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -448526.937500 Penalty: 803.045654
	Iteration 26Q: 3 clusters Score -448526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -448526.937500 Penalty: 803.045654
	Iteration 27F: 3 clusters Score -448526.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -18095.476562 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -18095.48 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 208 members 
Entering Unmasked Estep 
Score: -17739.992188 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -17739.99 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17924.515625 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -17924.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17979.289062 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -17979.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18084.783203 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -18084.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18202.574219 Penalty: 542.216614
	Iteration 4F: 3 clusters Score -18202.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18251.896484 Penalty: 542.216614
	Iteration 5F: 3 clusters Score -18251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18278.048828 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -18278.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18288.505859 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -18288.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18291.386719 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -18291.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18294.316406 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -18294.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18298.738281 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -18298.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18315.083984 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -18315.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18328.308594 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -18328.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18348.845703 Penalty: 542.216614
	Iteration 13F: 3 clusters Score -18348.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18379.740234 Penalty: 542.216614
	Iteration 14Q: 3 clusters Score -18379.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18398.773438 Penalty: 542.216614
	Iteration 15Q: 3 clusters Score -18398.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18406.496094 Penalty: 542.216614
	Iteration 16Q: 3 clusters Score -18406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18409.824219 Penalty: 542.216614
	Iteration 17Q: 3 clusters Score -18409.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18413.773438 Penalty: 542.216614
	Iteration 18F: 3 clusters Score -18413.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18420.789062 Penalty: 542.216614
	Iteration 19Q: 3 clusters Score -18420.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18442.724609 Penalty: 542.216614
	Iteration 20F: 3 clusters Score -18442.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18446.960938 Penalty: 542.216614
	Iteration 21Q: 3 clusters Score -18446.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18457.494141 Penalty: 542.216614
	Iteration 22Q: 3 clusters Score -18457.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18478.509766 Penalty: 542.216614
	Iteration 23Q: 3 clusters Score -18478.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18490.738281 Penalty: 542.216614
	Iteration 24Q: 3 clusters Score -18490.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18497.455078 Penalty: 542.216614
	Iteration 25Q: 3 clusters Score -18497.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18517.566406 Penalty: 542.216614
	Iteration 26Q: 3 clusters Score -18517.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18536.968750 Penalty: 542.216614
	Iteration 27Q: 3 clusters Score -18536.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18543.255859 Penalty: 542.216614
	Iteration 28Q: 3 clusters Score -18543.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18555.603516 Penalty: 542.216614
	Iteration 29Q: 3 clusters Score -18555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18570.388672 Penalty: 542.216614
	Iteration 30Q: 3 clusters Score -18570.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18574.759766 Penalty: 542.216614
	Iteration 31Q: 3 clusters Score -18574.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18579.505859 Penalty: 542.216614
	Iteration 32F: 3 clusters Score -18579.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18606.203125 Penalty: 542.216614
	Iteration 33Q: 3 clusters Score -18606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18633.888672 Penalty: 542.216614
	Iteration 34Q: 3 clusters Score -18633.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18640.017578 Penalty: 542.216614
	Iteration 35Q: 3 clusters Score -18640.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18640.017578 Penalty: 542.216614
	Iteration 36F: 3 clusters Score -18640.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 164 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 119793 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Entering Unmasked Estep 
Score: -53079280.000000 Penalty: 11226.879883
Splitting cluster 2 changes total score from -53081348.000000 to -53079280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -148990.687500 Penalty: 354.155640
	Iteration 0F: 2 clusters Score -148990.7 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 1181 members 
Entering Unmasked Estep 
Score: -147269.937500 Penalty: 708.311279
	Iteration 0F: 3 clusters Score -147269.9 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -148370.015625 Penalty: 708.311279
	Iteration 1F: 3 clusters Score -148370 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149183.406250 Penalty: 708.311279
	Iteration 2F: 3 clusters Score -149183.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -149946.359375 Penalty: 708.311279
	Iteration 3F: 3 clusters Score -149946.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150517.171875 Penalty: 708.311279
	Iteration 4F: 3 clusters Score -150517.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150853.921875 Penalty: 708.311279
	Iteration 5F: 3 clusters Score -150853.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150924.781250 Penalty: 708.311279
	Iteration 6Q: 3 clusters Score -150924.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -150954.750000 Penalty: 708.311279
	Iteration 7Q: 3 clusters Score -150954.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -150969.671875 Penalty: 708.311279
	Iteration 8Q: 3 clusters Score -150969.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -150984.343750 Penalty: 708.311279
	Iteration 9Q: 3 clusters Score -150984.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150992.984375 Penalty: 708.311279
	Iteration 10Q: 3 clusters Score -150993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -150995.187500 Penalty: 708.311279
	Iteration 11Q: 3 clusters Score -150995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -150996.078125 Penalty: 708.311279
	Iteration 12Q: 3 clusters Score -150996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150996.984375 Penalty: 708.311279
	Iteration 13Q: 3 clusters Score -150997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150997.406250 Penalty: 708.311279
	Iteration 14Q: 3 clusters Score -150997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -150997.328125 Penalty: 708.311279
	Iteration 15Q: 3 clusters Score -150997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -150997.843750 Penalty: 708.311279
	Iteration 16Q: 3 clusters Score -150997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150998.406250 Penalty: 708.311279
	Iteration 17Q: 3 clusters Score -150998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150998.265625 Penalty: 708.311279
	Iteration 18Q: 3 clusters Score -150998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -150998.937500 Penalty: 708.311279
	Iteration 19Q: 3 clusters Score -150998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -150999.843750 Penalty: 708.311279
	Iteration 20F: 3 clusters Score -150999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -151000.296875 Penalty: 708.311279
	Iteration 21Q: 3 clusters Score -151000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151001.093750 Penalty: 708.311279
	Iteration 22Q: 3 clusters Score -151001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151001.093750 Penalty: 708.311279
	Iteration 23F: 3 clusters Score -151001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 119793 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Entering Unmasked Estep 
Score: -53080700.000000 Penalty: 11226.879883
Splitting cluster 3 changes total score from -53081348.000000 to -53080700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (125713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Entering Unmasked Estep 
Score: -7717116.500000 Penalty: 534.249939
	Iteration 0F: 2 clusters Score -7717116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -7641378.500000 Penalty: 1068.499878
	Iteration 0F: 3 clusters Score -7641378 nChanged 61461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -7680391.000000 Penalty: 1068.499878
	Iteration 1F: 3 clusters Score -7680391 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7684294.500000 Penalty: 1068.499878
	Iteration 2F: 3 clusters Score -7684294 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7690642.500000 Penalty: 1068.499878
	Iteration 3F: 3 clusters Score -7690642 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -7699156.500000 Penalty: 1068.499878
	Iteration 4F: 3 clusters Score -7699156 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -7705581.000000 Penalty: 1068.499878
	Iteration 5F: 3 clusters Score -7705581 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -7708219.000000 Penalty: 1068.499878
	Iteration 6Q: 3 clusters Score -7708219 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -7709180.500000 Penalty: 1068.499878
	Iteration 7Q: 3 clusters Score -7709180 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7709979.000000 Penalty: 1068.499878
	Iteration 8Q: 3 clusters Score -7709979 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -7710577.000000 Penalty: 1068.499878
	Iteration 9Q: 3 clusters Score -7710577 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -7711075.000000 Penalty: 1068.499878
	Iteration 10Q: 3 clusters Score -7711075 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -7711570.500000 Penalty: 1068.499878
	Iteration 11Q: 3 clusters Score -7711570 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101391 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7712267.000000 Penalty: 1068.499878
	Iteration 12Q: 3 clusters Score -7712267 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -7712927.500000 Penalty: 1068.499878
	Iteration 13Q: 3 clusters Score -7712928 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7713574.500000 Penalty: 1068.499878
	Iteration 14Q: 3 clusters Score -7713574 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -7714144.500000 Penalty: 1068.499878
	Iteration 15Q: 3 clusters Score -7714144 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -7714609.500000 Penalty: 1068.499878
	Iteration 16Q: 3 clusters Score -7714610 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -7715034.000000 Penalty: 1068.499878
	Iteration 17Q: 3 clusters Score -7715034 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -7715302.000000 Penalty: 1068.499878
	Iteration 18Q: 3 clusters Score -7715302 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -7715572.000000 Penalty: 1068.499878
	Iteration 19Q: 3 clusters Score -7715572 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118366 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -7716190.000000 Penalty: 1068.499878
	Iteration 20F: 3 clusters Score -7716190 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7716502.000000 Penalty: 1068.499878
	Iteration 21Q: 3 clusters Score -7716502 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -7716748.500000 Penalty: 1068.499878
	Iteration 22Q: 3 clusters Score -7716748 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7716889.000000 Penalty: 1068.499878
	Iteration 23Q: 3 clusters Score -7716889 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7717016.500000 Penalty: 1068.499878
	Iteration 24Q: 3 clusters Score -7717016 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7717114.500000 Penalty: 1068.499878
	Iteration 25Q: 3 clusters Score -7717114 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7717106.000000 Penalty: 1068.499878
	Iteration 26Q: 3 clusters Score -7717106 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7717109.000000 Penalty: 1068.499878
	Iteration 27Q: 3 clusters Score -7717109 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7717126.500000 Penalty: 1068.499878
	Iteration 28Q: 3 clusters Score -7717126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7717091.000000 Penalty: 1068.499878
	Iteration 29Q: 3 clusters Score -7717091 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123599 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7717095.000000 Penalty: 1068.499878
	Iteration 30Q: 3 clusters Score -7717095 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123751 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7717124.000000 Penalty: 1068.499878
	Iteration 31Q: 3 clusters Score -7717124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7717113.500000 Penalty: 1068.499878
	Iteration 32Q: 3 clusters Score -7717114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7717132.500000 Penalty: 1068.499878
	Iteration 33Q: 3 clusters Score -7717132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7717123.000000 Penalty: 1068.499878
	Iteration 34Q: 3 clusters Score -7717123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124184 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7717111.000000 Penalty: 1068.499878
	Iteration 35Q: 3 clusters Score -7717111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124270 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7717108.000000 Penalty: 1068.499878
	Iteration 36Q: 3 clusters Score -7717108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7717121.000000 Penalty: 1068.499878
	Iteration 37Q: 3 clusters Score -7717121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7717132.500000 Penalty: 1068.499878
	Iteration 38Q: 3 clusters Score -7717132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124483 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7717145.500000 Penalty: 1068.499878
	Iteration 39Q: 3 clusters Score -7717146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7717137.000000 Penalty: 1068.499878
	Iteration 40F: 3 clusters Score -7717137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124587 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7717165.500000 Penalty: 1068.499878
	Iteration 41Q: 3 clusters Score -7717166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7717189.000000 Penalty: 1068.499878
	Iteration 42Q: 3 clusters Score -7717189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7717204.000000 Penalty: 1068.499878
	Iteration 43Q: 3 clusters Score -7717204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7717228.000000 Penalty: 1068.499878
	Iteration 44Q: 3 clusters Score -7717228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7717225.000000 Penalty: 1068.499878
	Iteration 45Q: 3 clusters Score -7717225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7717226.000000 Penalty: 1068.499878
	Iteration 46Q: 3 clusters Score -7717226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7717225.500000 Penalty: 1068.499878
	Iteration 47Q: 3 clusters Score -7717226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7717224.000000 Penalty: 1068.499878
	Iteration 48Q: 3 clusters Score -7717224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7717229.000000 Penalty: 1068.499878
	Iteration 49Q: 3 clusters Score -7717229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7717237.500000 Penalty: 1068.499878
	Iteration 50Q: 3 clusters Score -7717238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7717225.500000 Penalty: 1068.499878
	Iteration 51Q: 3 clusters Score -7717226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124882 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7717228.000000 Penalty: 1068.499878
	Iteration 52Q: 3 clusters Score -7717228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7717238.500000 Penalty: 1068.499878
	Iteration 53Q: 3 clusters Score -7717238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124922 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7717244.000000 Penalty: 1068.499878
	Iteration 54Q: 3 clusters Score -7717244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7717238.500000 Penalty: 1068.499878
	Iteration 55Q: 3 clusters Score -7717238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7717230.000000 Penalty: 1068.499878
	Iteration 56Q: 3 clusters Score -7717230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7717237.000000 Penalty: 1068.499878
	Iteration 57Q: 3 clusters Score -7717237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124989 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7717231.500000 Penalty: 1068.499878
	Iteration 58Q: 3 clusters Score -7717232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7717236.000000 Penalty: 1068.499878
	Iteration 59Q: 3 clusters Score -7717236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7717246.500000 Penalty: 1068.499878
	Iteration 60F: 3 clusters Score -7717246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7717245.500000 Penalty: 1068.499878
	Iteration 61Q: 3 clusters Score -7717246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7717240.000000 Penalty: 1068.499878
	Iteration 62Q: 3 clusters Score -7717240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7717239.000000 Penalty: 1068.499878
	Iteration 63Q: 3 clusters Score -7717239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7717237.000000 Penalty: 1068.499878
	Iteration 64Q: 3 clusters Score -7717237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7717230.500000 Penalty: 1068.499878
	Iteration 65Q: 3 clusters Score -7717230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7717234.500000 Penalty: 1068.499878
	Iteration 66Q: 3 clusters Score -7717234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7717231.000000 Penalty: 1068.499878
	Iteration 67Q: 3 clusters Score -7717231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7717227.500000 Penalty: 1068.499878
	Iteration 68Q: 3 clusters Score -7717228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125052 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7717230.000000 Penalty: 1068.499878
	Iteration 69Q: 3 clusters Score -7717230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7717222.500000 Penalty: 1068.499878
	Iteration 70Q: 3 clusters Score -7717222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7717222.500000 Penalty: 1068.499878
	Iteration 71Q: 3 clusters Score -7717222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7717227.500000 Penalty: 1068.499878
	Iteration 72Q: 3 clusters Score -7717228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7717220.500000 Penalty: 1068.499878
	Iteration 73Q: 3 clusters Score -7717220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7717218.000000 Penalty: 1068.499878
	Iteration 74Q: 3 clusters Score -7717218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125076 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7717218.000000 Penalty: 1068.499878
	Iteration 75F: 3 clusters Score -7717218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 125076 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 119793 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Entering Unmasked Estep 
Score: -53079260.000000 Penalty: 11226.879883
Splitting cluster 5 changes total score from -53081348.000000 to -53079260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (94056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Entering Unmasked Estep 
Score: -5761589.000000 Penalty: 521.049866
	Iteration 0F: 2 clusters Score -5761589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5698690.500000 Penalty: 1042.099731
	Iteration 0F: 3 clusters Score -5698690 nChanged 45780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5729016.000000 Penalty: 1042.099731
	Iteration 1F: 3 clusters Score -5729016 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5733388.500000 Penalty: 1042.099731
	Iteration 2F: 3 clusters Score -5733388 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -5738798.000000 Penalty: 1042.099731
	Iteration 3F: 3 clusters Score -5738798 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -5744412.500000 Penalty: 1042.099731
	Iteration 4F: 3 clusters Score -5744412 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5749147.000000 Penalty: 1042.099731
	Iteration 5F: 3 clusters Score -5749147 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -5752055.000000 Penalty: 1042.099731
	Iteration 6F: 3 clusters Score -5752055 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -5753297.000000 Penalty: 1042.099731
	Iteration 7Q: 3 clusters Score -5753297 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -5753834.000000 Penalty: 1042.099731
	Iteration 8Q: 3 clusters Score -5753834 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -5754166.500000 Penalty: 1042.099731
	Iteration 9Q: 3 clusters Score -5754166 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -5754438.500000 Penalty: 1042.099731
	Iteration 10Q: 3 clusters Score -5754438 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -5754760.500000 Penalty: 1042.099731
	Iteration 11Q: 3 clusters Score -5754760 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -5755106.500000 Penalty: 1042.099731
	Iteration 12Q: 3 clusters Score -5755106 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -5755478.500000 Penalty: 1042.099731
	Iteration 13Q: 3 clusters Score -5755478 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -5755899.000000 Penalty: 1042.099731
	Iteration 14Q: 3 clusters Score -5755899 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -5756299.500000 Penalty: 1042.099731
	Iteration 15Q: 3 clusters Score -5756300 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -5756718.000000 Penalty: 1042.099731
	Iteration 16Q: 3 clusters Score -5756718 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -5757176.000000 Penalty: 1042.099731
	Iteration 17Q: 3 clusters Score -5757176 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -5757597.500000 Penalty: 1042.099731
	Iteration 18Q: 3 clusters Score -5757598 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -5757952.500000 Penalty: 1042.099731
	Iteration 19Q: 3 clusters Score -5757952 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -5758261.000000 Penalty: 1042.099731
	Iteration 20F: 3 clusters Score -5758261 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -5758594.500000 Penalty: 1042.099731
	Iteration 21Q: 3 clusters Score -5758594 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -5758838.000000 Penalty: 1042.099731
	Iteration 22Q: 3 clusters Score -5758838 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -5759074.500000 Penalty: 1042.099731
	Iteration 23Q: 3 clusters Score -5759074 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -5759325.500000 Penalty: 1042.099731
	Iteration 24Q: 3 clusters Score -5759326 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -5759619.000000 Penalty: 1042.099731
	Iteration 25Q: 3 clusters Score -5759619 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -5759865.500000 Penalty: 1042.099731
	Iteration 26Q: 3 clusters Score -5759866 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -5760108.000000 Penalty: 1042.099731
	Iteration 27Q: 3 clusters Score -5760108 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -5760318.000000 Penalty: 1042.099731
	Iteration 28Q: 3 clusters Score -5760318 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -5760506.500000 Penalty: 1042.099731
	Iteration 29Q: 3 clusters Score -5760506 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -5760661.000000 Penalty: 1042.099731
	Iteration 30Q: 3 clusters Score -5760661 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -5760859.000000 Penalty: 1042.099731
	Iteration 31Q: 3 clusters Score -5760859 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -5761010.000000 Penalty: 1042.099731
	Iteration 32Q: 3 clusters Score -5761010 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -5761163.000000 Penalty: 1042.099731
	Iteration 33Q: 3 clusters Score -5761163 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -5761317.000000 Penalty: 1042.099731
	Iteration 34Q: 3 clusters Score -5761317 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -5761417.500000 Penalty: 1042.099731
	Iteration 35Q: 3 clusters Score -5761418 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -5761547.500000 Penalty: 1042.099731
	Iteration 36Q: 3 clusters Score -5761548 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -5761638.000000 Penalty: 1042.099731
	Iteration 37Q: 3 clusters Score -5761638 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -5761717.000000 Penalty: 1042.099731
	Iteration 38Q: 3 clusters Score -5761717 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -5761812.000000 Penalty: 1042.099731
	Iteration 39Q: 3 clusters Score -5761812 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -5761914.500000 Penalty: 1042.099731
	Iteration 40F: 3 clusters Score -5761914 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -5762015.000000 Penalty: 1042.099731
	Iteration 41Q: 3 clusters Score -5762015 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -5762097.000000 Penalty: 1042.099731
	Iteration 42Q: 3 clusters Score -5762097 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -5762196.000000 Penalty: 1042.099731
	Iteration 43Q: 3 clusters Score -5762196 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -5762247.000000 Penalty: 1042.099731
	Iteration 44Q: 3 clusters Score -5762247 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -5762337.000000 Penalty: 1042.099731
	Iteration 45Q: 3 clusters Score -5762337 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -5762391.000000 Penalty: 1042.099731
	Iteration 46Q: 3 clusters Score -5762391 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -5762460.000000 Penalty: 1042.099731
	Iteration 47Q: 3 clusters Score -5762460 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -5762489.000000 Penalty: 1042.099731
	Iteration 48Q: 3 clusters Score -5762489 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -5762528.500000 Penalty: 1042.099731
	Iteration 49Q: 3 clusters Score -5762528 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -5762550.000000 Penalty: 1042.099731
	Iteration 50Q: 3 clusters Score -5762550 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -5762582.500000 Penalty: 1042.099731
	Iteration 51Q: 3 clusters Score -5762582 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -5762592.500000 Penalty: 1042.099731
	Iteration 52Q: 3 clusters Score -5762592 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -5762609.000000 Penalty: 1042.099731
	Iteration 53Q: 3 clusters Score -5762609 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -5762601.500000 Penalty: 1042.099731
	Iteration 54Q: 3 clusters Score -5762602 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -5762618.000000 Penalty: 1042.099731
	Iteration 55Q: 3 clusters Score -5762618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -5762641.000000 Penalty: 1042.099731
	Iteration 56Q: 3 clusters Score -5762641 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -5762645.000000 Penalty: 1042.099731
	Iteration 57Q: 3 clusters Score -5762645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -5762667.500000 Penalty: 1042.099731
	Iteration 58Q: 3 clusters Score -5762668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -5762680.500000 Penalty: 1042.099731
	Iteration 59Q: 3 clusters Score -5762680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 87356 members 
Entering Unmasked Estep 
Score: -5762724.000000 Penalty: 1042.099731
	Iteration 60F: 3 clusters Score -5762724 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -5762710.500000 Penalty: 1042.099731
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Mstep: Class 2 contains 88804 members 
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	Iteration 80F: 3 clusters Score -5762786 nChanged 27
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Mstep: Class 2 contains 88852 members 
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Mstep: Class 2 contains 88875 members 
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Mstep: Class 2 contains 89013 members 
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	Iteration 93Q: 3 clusters Score -5762792 nChanged 4
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	Iteration 101Q: 3 clusters Score -5762805 nChanged 8
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	Iteration 104Q: 3 clusters Score -5762800 nChanged 6
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Mstep: Class 1 contains 4954 members 
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	Iteration 105Q: 3 clusters Score -5762802 nChanged 10
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Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 89110 members 
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	Iteration 106Q: 3 clusters Score -5762800 nChanged 11
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	Iteration 108Q: 3 clusters Score -5762820 nChanged 17
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	Iteration 109Q: 3 clusters Score -5762818 nChanged 21
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Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 89175 members 
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	Iteration 110Q: 3 clusters Score -5762808 nChanged 23
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 89198 members 
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	Iteration 111Q: 3 clusters Score -5762812 nChanged 18
Entering Unmasked Mstep 
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	Iteration 113Q: 3 clusters Score -5762813 nChanged 13
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	Iteration 114Q: 3 clusters Score -5762817 nChanged 16
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Mstep: Class 1 contains 4791 members 
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	Iteration 115Q: 3 clusters Score -5762818 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5762824 nChanged 21
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Mstep: Class 1 contains 4748 members 
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	Iteration 117Q: 3 clusters Score -5762820 nChanged 12
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Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5762816 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5762814 nChanged 11
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Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5762814 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5762816 nChanged 6
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Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 89364 members 
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	Iteration 122Q: 3 clusters Score -5762817 nChanged 4
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Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 89368 members 
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	Iteration 123Q: 3 clusters Score -5762811 nChanged 3
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5762812 nChanged 6
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Mstep: Class 1 contains 4679 members 
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	Iteration 125Q: 3 clusters Score -5762810 nChanged 8
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	Iteration 128Q: 3 clusters Score -5762818 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 89420 members 
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	Iteration 129Q: 3 clusters Score -5762812 nChanged 11
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	Iteration 130Q: 3 clusters Score -5762807 nChanged 12
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	Iteration 131Q: 3 clusters Score -5762808 nChanged 15
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	Iteration 132Q: 3 clusters Score -5762806 nChanged 13
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Mstep: Class 1 contains 4587 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5762813 nChanged 14
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	Iteration 134Q: 3 clusters Score -5762809 nChanged 11
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	Iteration 135Q: 3 clusters Score -5762794 nChanged 8
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	Iteration 136Q: 3 clusters Score -5762792 nChanged 5
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	Iteration 137Q: 3 clusters Score -5762796 nChanged 4
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	Iteration 138Q: 3 clusters Score -5762796 nChanged 6
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	Iteration 139Q: 3 clusters Score -5762798 nChanged 3
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	Iteration 140F: 3 clusters Score -5762796 nChanged 3
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	Iteration 141Q: 3 clusters Score -5762793 nChanged 2
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	Iteration 142Q: 3 clusters Score -5762790 nChanged 4
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	Iteration 143Q: 3 clusters Score -5762786 nChanged 2
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	Iteration 144Q: 3 clusters Score -5762788 nChanged 2
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	Iteration 145Q: 3 clusters Score -5762788 nChanged 3
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	Iteration 146Q: 3 clusters Score -5762786 nChanged 2
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	Iteration 147Q: 3 clusters Score -5762783 nChanged 1
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	Iteration 148Q: 3 clusters Score -5762785 nChanged 0
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	Iteration 149F: 3 clusters Score -5762785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 89539 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 119793 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Entering Unmasked Estep 
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Splitting cluster 6 changes total score from -53081348.000000 to -53079976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (106561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -6608500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -6547290.000000 Penalty: 1053.459106
	Iteration 0F: 3 clusters Score -6547290 nChanged 52135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -6579926.000000 Penalty: 1053.459106
	Iteration 1F: 3 clusters Score -6579926 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -6582960.500000 Penalty: 1053.459106
	Iteration 2F: 3 clusters Score -6582960 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -6588470.500000 Penalty: 1053.459106
	Iteration 3F: 3 clusters Score -6588470 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -6596586.000000 Penalty: 1053.459106
	Iteration 4F: 3 clusters Score -6596586 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -6602397.000000 Penalty: 1053.459106
	Iteration 5F: 3 clusters Score -6602397 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -6605320.000000 Penalty: 1053.459106
	Iteration 6F: 3 clusters Score -6605320 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -6606544.000000 Penalty: 1053.459106
	Iteration 7Q: 3 clusters Score -6606544 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -6607246.500000 Penalty: 1053.459106
	Iteration 8Q: 3 clusters Score -6607246 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 103532 members 
Entering Unmasked Estep 
Score: -6607566.500000 Penalty: 1053.459106
	Iteration 9Q: 3 clusters Score -6607566 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -6607713.500000 Penalty: 1053.459106
	Iteration 10Q: 3 clusters Score -6607714 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 104835 members 
Entering Unmasked Estep 
Score: -6607854.500000 Penalty: 1053.459106
	Iteration 11Q: 3 clusters Score -6607854 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -6607974.500000 Penalty: 1053.459106
	Iteration 12Q: 3 clusters Score -6607974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 105413 members 
Entering Unmasked Estep 
Score: -6608039.500000 Penalty: 1053.459106
	Iteration 13Q: 3 clusters Score -6608040 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -6608086.500000 Penalty: 1053.459106
	Iteration 14Q: 3 clusters Score -6608086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -6608125.500000 Penalty: 1053.459106
	Iteration 15Q: 3 clusters Score -6608126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -6608126.500000 Penalty: 1053.459106
	Iteration 16Q: 3 clusters Score -6608126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -6608155.000000 Penalty: 1053.459106
	Iteration 17Q: 3 clusters Score -6608155 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -6608152.500000 Penalty: 1053.459106
	Iteration 18Q: 3 clusters Score -6608152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -6608169.500000 Penalty: 1053.459106
	Iteration 19Q: 3 clusters Score -6608170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -6608171.500000 Penalty: 1053.459106
	Iteration 20F: 3 clusters Score -6608172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -6608185.000000 Penalty: 1053.459106
	Iteration 21Q: 3 clusters Score -6608185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -6608182.500000 Penalty: 1053.459106
	Iteration 22Q: 3 clusters Score -6608182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -6608182.500000 Penalty: 1053.459106
	Iteration 23Q: 3 clusters Score -6608182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -6608192.500000 Penalty: 1053.459106
	Iteration 24Q: 3 clusters Score -6608192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -6608195.000000 Penalty: 1053.459106
	Iteration 25Q: 3 clusters Score -6608195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 106109 members 
Entering Unmasked Estep 
Score: -6608207.000000 Penalty: 1053.459106
	Iteration 26Q: 3 clusters Score -6608207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -6608205.000000 Penalty: 1053.459106
	Iteration 27Q: 3 clusters Score -6608205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 106127 members 
Entering Unmasked Estep 
Score: -6608212.500000 Penalty: 1053.459106
	Iteration 28Q: 3 clusters Score -6608212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -6608204.500000 Penalty: 1053.459106
	Iteration 29Q: 3 clusters Score -6608204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -6608217.000000 Penalty: 1053.459106
	Iteration 30Q: 3 clusters Score -6608217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -6608224.500000 Penalty: 1053.459106
	Iteration 31Q: 3 clusters Score -6608224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 106178 members 
Entering Unmasked Estep 
Score: -6608240.000000 Penalty: 1053.459106
	Iteration 32Q: 3 clusters Score -6608240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -6608248.500000 Penalty: 1053.459106
	Iteration 33Q: 3 clusters Score -6608248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -6608262.000000 Penalty: 1053.459106
	Iteration 34Q: 3 clusters Score -6608262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 106187 members 
Entering Unmasked Estep 
Score: -6608265.500000 Penalty: 1053.459106
	Iteration 35Q: 3 clusters Score -6608266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 106186 members 
Entering Unmasked Estep 
Score: -6608272.000000 Penalty: 1053.459106
	Iteration 36Q: 3 clusters Score -6608272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -6608284.500000 Penalty: 1053.459106
	Iteration 37Q: 3 clusters Score -6608284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -6608285.500000 Penalty: 1053.459106
	Iteration 38Q: 3 clusters Score -6608286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -6608291.000000 Penalty: 1053.459106
	Iteration 39Q: 3 clusters Score -6608291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -6608290.000000 Penalty: 1053.459106
	Iteration 40F: 3 clusters Score -6608290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -6608293.000000 Penalty: 1053.459106
	Iteration 41Q: 3 clusters Score -6608293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -6608292.000000 Penalty: 1053.459106
	Iteration 42Q: 3 clusters Score -6608292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106177 members 
Entering Unmasked Estep 
Score: -6608295.500000 Penalty: 1053.459106
	Iteration 43Q: 3 clusters Score -6608296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -6608299.500000 Penalty: 1053.459106
	Iteration 44Q: 3 clusters Score -6608300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -6608313.000000 Penalty: 1053.459106
	Iteration 45Q: 3 clusters Score -6608313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -6608314.500000 Penalty: 1053.459106
	Iteration 46Q: 3 clusters Score -6608314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 106165 members 
Entering Unmasked Estep 
Score: -6608313.500000 Penalty: 1053.459106
	Iteration 47Q: 3 clusters Score -6608314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -6608316.500000 Penalty: 1053.459106
	Iteration 48Q: 3 clusters Score -6608316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
Score: -6608316.000000 Penalty: 1053.459106
	Iteration 49Q: 3 clusters Score -6608316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -6608323.000000 Penalty: 1053.459106
	Iteration 50Q: 3 clusters Score -6608323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -6608323.000000 Penalty: 1053.459106
	Iteration 51Q: 3 clusters Score -6608323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -6608316.000000 Penalty: 1053.459106
	Iteration 52Q: 3 clusters Score -6608316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -6608321.500000 Penalty: 1053.459106
	Iteration 53Q: 3 clusters Score -6608322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -6608320.500000 Penalty: 1053.459106
	Iteration 54Q: 3 clusters Score -6608320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -6608319.000000 Penalty: 1053.459106
	Iteration 55Q: 3 clusters Score -6608319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -6608318.500000 Penalty: 1053.459106
	Iteration 56Q: 3 clusters Score -6608318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -6608329.500000 Penalty: 1053.459106
	Iteration 57Q: 3 clusters Score -6608330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -6608336.000000 Penalty: 1053.459106
	Iteration 58Q: 3 clusters Score -6608336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -6608348.000000 Penalty: 1053.459106
	Iteration 59Q: 3 clusters Score -6608348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -6608360.500000 Penalty: 1053.459106
	Iteration 60F: 3 clusters Score -6608360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -6608381.000000 Penalty: 1053.459106
	Iteration 61Q: 3 clusters Score -6608381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -6608386.500000 Penalty: 1053.459106
	Iteration 62Q: 3 clusters Score -6608386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -6608386.000000 Penalty: 1053.459106
	Iteration 63Q: 3 clusters Score -6608386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -6608394.000000 Penalty: 1053.459106
	Iteration 64Q: 3 clusters Score -6608394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -6608394.000000 Penalty: 1053.459106
	Iteration 65Q: 3 clusters Score -6608394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -6608408.500000 Penalty: 1053.459106
	Iteration 66Q: 3 clusters Score -6608408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -6608408.500000 Penalty: 1053.459106
	Iteration 67Q: 3 clusters Score -6608408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -6608418.500000 Penalty: 1053.459106
	Iteration 68Q: 3 clusters Score -6608418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -6608418.500000 Penalty: 1053.459106
	Iteration 69Q: 3 clusters Score -6608418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -6608405.000000 Penalty: 1053.459106
	Iteration 70Q: 3 clusters Score -6608405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -6608410.500000 Penalty: 1053.459106
	Iteration 71Q: 3 clusters Score -6608410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -6608413.000000 Penalty: 1053.459106
	Iteration 72Q: 3 clusters Score -6608413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -6608425.000000 Penalty: 1053.459106
	Iteration 73Q: 3 clusters Score -6608425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -6608422.000000 Penalty: 1053.459106
	Iteration 74Q: 3 clusters Score -6608422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 106015 members 
Entering Unmasked Estep 
Score: -6608416.500000 Penalty: 1053.459106
	Iteration 75Q: 3 clusters Score -6608416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -6608421.000000 Penalty: 1053.459106
	Iteration 76Q: 3 clusters Score -6608421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -6608428.500000 Penalty: 1053.459106
	Iteration 77Q: 3 clusters Score -6608428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -6608435.500000 Penalty: 1053.459106
	Iteration 78Q: 3 clusters Score -6608436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -6608430.500000 Penalty: 1053.459106
	Iteration 79Q: 3 clusters Score -6608430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -6608433.000000 Penalty: 1053.459106
	Iteration 80F: 3 clusters Score -6608433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -6608432.500000 Penalty: 1053.459106
	Iteration 81Q: 3 clusters Score -6608432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -6608432.500000 Penalty: 1053.459106
	Iteration 82Q: 3 clusters Score -6608432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -6608435.500000 Penalty: 1053.459106
	Iteration 83Q: 3 clusters Score -6608436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -6608435.500000 Penalty: 1053.459106
	Iteration 84F: 3 clusters Score -6608436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -380536.156250 Penalty: 400.909821
	Iteration 0F: 2 clusters Score -380536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -376549.406250 Penalty: 801.819641
	Iteration 0F: 3 clusters Score -376549.4 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -379734.968750 Penalty: 801.819641
	Iteration 1F: 3 clusters Score -379735 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -382371.125000 Penalty: 801.819641
	Iteration 2F: 3 clusters Score -382371.1 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -385122.937500 Penalty: 801.819641
	Iteration 3F: 3 clusters Score -385122.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -386341.468750 Penalty: 801.819641
	Iteration 4F: 3 clusters Score -386341.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -386685.218750 Penalty: 801.819641
	Iteration 5Q: 3 clusters Score -386685.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -386905.000000 Penalty: 801.819641
	Iteration 6Q: 3 clusters Score -386905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -387113.593750 Penalty: 801.819641
	Iteration 7Q: 3 clusters Score -387113.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -387583.437500 Penalty: 801.819641
	Iteration 8Q: 3 clusters Score -387583.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -388440.968750 Penalty: 801.819641
	Iteration 9Q: 3 clusters Score -388441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -390232.750000 Penalty: 801.819641
	Iteration 10Q: 3 clusters Score -390232.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -392192.531250 Penalty: 801.819641
	Iteration 11Q: 3 clusters Score -392192.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -392142.062500 Penalty: 801.819641
	Iteration 12Q: 3 clusters Score -392142.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -392123.125000 Penalty: 801.819641
	Iteration 13Q: 3 clusters Score -392123.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -392208.781250 Penalty: 801.819641
	Iteration 14Q: 3 clusters Score -392208.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -392203.406250 Penalty: 801.819641
	Iteration 15Q: 3 clusters Score -392203.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -392231.125000 Penalty: 801.819641
	Iteration 16Q: 3 clusters Score -392231.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392171.593750 Penalty: 801.819641
	Iteration 17Q: 3 clusters Score -392171.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392209.656250 Penalty: 801.819641
	Iteration 18Q: 3 clusters Score -392209.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392063.000000 Penalty: 801.819641
	Iteration 19Q: 3 clusters Score -392063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392236.812500 Penalty: 801.819641
	Iteration 20F: 3 clusters Score -392236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392168.343750 Penalty: 801.819641
	Iteration 21Q: 3 clusters Score -392168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392228.437500 Penalty: 801.819641
	Iteration 22Q: 3 clusters Score -392228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392182.218750 Penalty: 801.819641
	Iteration 23Q: 3 clusters Score -392182.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392171.343750 Penalty: 801.819641
	Iteration 24Q: 3 clusters Score -392171.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392247.343750 Penalty: 801.819641
	Iteration 25Q: 3 clusters Score -392247.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392238.375000 Penalty: 801.819641
	Iteration 26Q: 3 clusters Score -392238.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392257.625000 Penalty: 801.819641
	Iteration 27Q: 3 clusters Score -392257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392225.187500 Penalty: 801.819641
	Iteration 28Q: 3 clusters Score -392225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -392229.437500 Penalty: 801.819641
	Iteration 29Q: 3 clusters Score -392229.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392139.687500 Penalty: 801.819641
	Iteration 30Q: 3 clusters Score -392139.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392190.593750 Penalty: 801.819641
	Iteration 31Q: 3 clusters Score -392190.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392190.718750 Penalty: 801.819641
	Iteration 32Q: 3 clusters Score -392190.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392134.875000 Penalty: 801.819641
	Iteration 33Q: 3 clusters Score -392134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392203.656250 Penalty: 801.819641
	Iteration 34Q: 3 clusters Score -392203.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392231.156250 Penalty: 801.819641
	Iteration 35Q: 3 clusters Score -392231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392219.125000 Penalty: 801.819641
	Iteration 36Q: 3 clusters Score -392219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -392214.687500 Penalty: 801.819641
	Iteration 37Q: 3 clusters Score -392214.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392242.343750 Penalty: 801.819641
	Iteration 38Q: 3 clusters Score -392242.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392211.625000 Penalty: 801.819641
	Iteration 39Q: 3 clusters Score -392211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392233.625000 Penalty: 801.819641
	Iteration 40F: 3 clusters Score -392233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392205.343750 Penalty: 801.819641
	Iteration 41Q: 3 clusters Score -392205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392230.875000 Penalty: 801.819641
	Iteration 42Q: 3 clusters Score -392230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392231.468750 Penalty: 801.819641
	Iteration 43Q: 3 clusters Score -392231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392266.843750 Penalty: 801.819641
	Iteration 44Q: 3 clusters Score -392266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392253.625000 Penalty: 801.819641
	Iteration 45Q: 3 clusters Score -392253.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -392185.968750 Penalty: 801.819641
	Iteration 46Q: 3 clusters Score -392186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -392167.937500 Penalty: 801.819641
	Iteration 47Q: 3 clusters Score -392167.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392251.406250 Penalty: 801.819641
	Iteration 48Q: 3 clusters Score -392251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -392115.875000 Penalty: 801.819641
	Iteration 49Q: 3 clusters Score -392115.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392229.593750 Penalty: 801.819641
	Iteration 50Q: 3 clusters Score -392229.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392247.000000 Penalty: 801.819641
	Iteration 51Q: 3 clusters Score -392247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392142.687500 Penalty: 801.819641
	Iteration 52Q: 3 clusters Score -392142.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392174.312500 Penalty: 801.819641
	Iteration 53Q: 3 clusters Score -392174.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392202.906250 Penalty: 801.819641
	Iteration 54Q: 3 clusters Score -392202.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392146.687500 Penalty: 801.819641
	Iteration 55Q: 3 clusters Score -392146.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392227.843750 Penalty: 801.819641
	Iteration 56Q: 3 clusters Score -392227.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392218.906250 Penalty: 801.819641
	Iteration 57Q: 3 clusters Score -392218.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392237.500000 Penalty: 801.819641
	Iteration 58Q: 3 clusters Score -392237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392219.812500 Penalty: 801.819641
	Iteration 59Q: 3 clusters Score -392219.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392179.718750 Penalty: 801.819641
	Iteration 60F: 3 clusters Score -392179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392233.406250 Penalty: 801.819641
	Iteration 61Q: 3 clusters Score -392233.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392245.093750 Penalty: 801.819641
	Iteration 62Q: 3 clusters Score -392245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392201.968750 Penalty: 801.819641
	Iteration 63Q: 3 clusters Score -392202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392245.906250 Penalty: 801.819641
	Iteration 64Q: 3 clusters Score -392245.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392222.968750 Penalty: 801.819641
	Iteration 65Q: 3 clusters Score -392223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392225.312500 Penalty: 801.819641
	Iteration 66Q: 3 clusters Score -392225.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392238.437500 Penalty: 801.819641
	Iteration 67Q: 3 clusters Score -392238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392183.343750 Penalty: 801.819641
	Iteration 68Q: 3 clusters Score -392183.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392252.750000 Penalty: 801.819641
	Iteration 69Q: 3 clusters Score -392252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392182.312500 Penalty: 801.819641
	Iteration 70Q: 3 clusters Score -392182.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392238.937500 Penalty: 801.819641
	Iteration 71Q: 3 clusters Score -392238.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392234.562500 Penalty: 801.819641
	Iteration 72Q: 3 clusters Score -392234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392228.343750 Penalty: 801.819641
	Iteration 73Q: 3 clusters Score -392228.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392254.218750 Penalty: 801.819641
	Iteration 74Q: 3 clusters Score -392254.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392191.875000 Penalty: 801.819641
	Iteration 75Q: 3 clusters Score -392191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392258.906250 Penalty: 801.819641
	Iteration 76Q: 3 clusters Score -392258.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392197.062500 Penalty: 801.819641
	Iteration 77Q: 3 clusters Score -392197.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392193.375000 Penalty: 801.819641
	Iteration 78Q: 3 clusters Score -392193.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392244.781250 Penalty: 801.819641
	Iteration 79Q: 3 clusters Score -392244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392257.781250 Penalty: 801.819641
	Iteration 80F: 3 clusters Score -392257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392239.406250 Penalty: 801.819641
	Iteration 81Q: 3 clusters Score -392239.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392262.000000 Penalty: 801.819641
	Iteration 82Q: 3 clusters Score -392262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392202.843750 Penalty: 801.819641
	Iteration 83Q: 3 clusters Score -392202.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392253.125000 Penalty: 801.819641
	Iteration 84Q: 3 clusters Score -392253.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392220.593750 Penalty: 801.819641
	Iteration 85Q: 3 clusters Score -392220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392237.281250 Penalty: 801.819641
	Iteration 86Q: 3 clusters Score -392237.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392159.500000 Penalty: 801.819641
	Iteration 87Q: 3 clusters Score -392159.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -392239.468750 Penalty: 801.819641
	Iteration 88Q: 3 clusters Score -392239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392129.906250 Penalty: 801.819641
	Iteration 89Q: 3 clusters Score -392129.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -392184.312500 Penalty: 801.819641
	Iteration 90Q: 3 clusters Score -392184.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392223.750000 Penalty: 801.819641
	Iteration 91Q: 3 clusters Score -392223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392167.031250 Penalty: 801.819641
	Iteration 92Q: 3 clusters Score -392167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392128.187500 Penalty: 801.819641
	Iteration 93Q: 3 clusters Score -392128.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392247.968750 Penalty: 801.819641
	Iteration 94Q: 3 clusters Score -392248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392205.312500 Penalty: 801.819641
	Iteration 95Q: 3 clusters Score -392205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392242.750000 Penalty: 801.819641
	Iteration 96Q: 3 clusters Score -392242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392257.687500 Penalty: 801.819641
	Iteration 97Q: 3 clusters Score -392257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392232.000000 Penalty: 801.819641
	Iteration 98Q: 3 clusters Score -392232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392159.500000 Penalty: 801.819641
	Iteration 99Q: 3 clusters Score -392159.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392174.843750 Penalty: 801.819641
	Iteration 100F: 3 clusters Score -392174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392151.593750 Penalty: 801.819641
	Iteration 101Q: 3 clusters Score -392151.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392191.156250 Penalty: 801.819641
	Iteration 102Q: 3 clusters Score -392191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -392176.3 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392238.437500 Penalty: 801.819641
	Iteration 104Q: 3 clusters Score -392238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392212.156250 Penalty: 801.819641
	Iteration 105Q: 3 clusters Score -392212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392232.656250 Penalty: 801.819641
	Iteration 106Q: 3 clusters Score -392232.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392218.031250 Penalty: 801.819641
	Iteration 107Q: 3 clusters Score -392218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392236.906250 Penalty: 801.819641
	Iteration 108Q: 3 clusters Score -392236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392102.468750 Penalty: 801.819641
	Iteration 109Q: 3 clusters Score -392102.5 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392196.093750 Penalty: 801.819641
	Iteration 110Q: 3 clusters Score -392196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392219.937500 Penalty: 801.819641
	Iteration 111Q: 3 clusters Score -392219.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392236.906250 Penalty: 801.819641
	Iteration 112Q: 3 clusters Score -392236.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392220.187500 Penalty: 801.819641
	Iteration 113Q: 3 clusters Score -392220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -392227.656250 Penalty: 801.819641
	Iteration 114Q: 3 clusters Score -392227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -392242.843750 Penalty: 801.819641
	Iteration 115Q: 3 clusters Score -392242.8 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392200.656250 Penalty: 801.819641
	Iteration 116Q: 3 clusters Score -392200.7 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392104.406250 Penalty: 801.819641
	Iteration 117Q: 3 clusters Score -392104.4 nChanged 35
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392240.218750 Penalty: 801.819641
	Iteration 118Q: 3 clusters Score -392240.2 nChanged 33
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Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392172.312500 Penalty: 801.819641
	Iteration 119Q: 3 clusters Score -392172.3 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392215.000000 Penalty: 801.819641
	Iteration 120F: 3 clusters Score -392215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392098.687500 Penalty: 801.819641
	Iteration 121Q: 3 clusters Score -392098.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392263.656250 Penalty: 801.819641
	Iteration 122Q: 3 clusters Score -392263.7 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392240.375000 Penalty: 801.819641
	Iteration 123Q: 3 clusters Score -392240.4 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -392224.843750 Penalty: 801.819641
	Iteration 124Q: 3 clusters Score -392224.8 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -392213.343750 Penalty: 801.819641
	Iteration 125Q: 3 clusters Score -392213.3 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392190.312500 Penalty: 801.819641
	Iteration 126Q: 3 clusters Score -392190.3 nChanged 18
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392261.781250 Penalty: 801.819641
	Iteration 127Q: 3 clusters Score -392261.8 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -392215.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392252.031250 Penalty: 801.819641
	Iteration 129Q: 3 clusters Score -392252 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392258.500000 Penalty: 801.819641
	Iteration 130Q: 3 clusters Score -392258.5 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392212.125000 Penalty: 801.819641
	Iteration 131Q: 3 clusters Score -392212.1 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392174.718750 Penalty: 801.819641
	Iteration 132Q: 3 clusters Score -392174.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392249.875000 Penalty: 801.819641
	Iteration 133Q: 3 clusters Score -392249.9 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392259.312500 Penalty: 801.819641
	Iteration 134Q: 3 clusters Score -392259.3 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392214.468750 Penalty: 801.819641
	Iteration 135Q: 3 clusters Score -392214.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -391995.531250 Penalty: 801.819641
	Iteration 136Q: 3 clusters Score -391995.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -392235.062500 Penalty: 801.819641
	Iteration 137Q: 3 clusters Score -392235.1 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -392151.937500 Penalty: 801.819641
	Iteration 138Q: 3 clusters Score -392151.9 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -392222.218750 Penalty: 801.819641
	Iteration 139Q: 3 clusters Score -392222.2 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -392194.968750 Penalty: 801.819641
	Iteration 140F: 3 clusters Score -392195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392214.187500 Penalty: 801.819641
	Iteration 141Q: 3 clusters Score -392214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392248.093750 Penalty: 801.819641
	Iteration 142Q: 3 clusters Score -392248.1 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392157.843750 Penalty: 801.819641
	Iteration 143Q: 3 clusters Score -392157.8 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392248.812500 Penalty: 801.819641
	Iteration 144Q: 3 clusters Score -392248.8 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -392265.000000 Penalty: 801.819641
	Iteration 145Q: 3 clusters Score -392265 nChanged 10
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Entering Unmasked Estep 
Score: -392226.531250 Penalty: 801.819641
	Iteration 146Q: 3 clusters Score -392226.5 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392245.937500 Penalty: 801.819641
	Iteration 147Q: 3 clusters Score -392245.9 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392095.750000 Penalty: 801.819641
	Iteration 148Q: 3 clusters Score -392095.8 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -392210.375000 Penalty: 801.819641
	Iteration 149Q: 3 clusters Score -392210.4 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392246.593750 Penalty: 801.819641
	Iteration 150Q: 3 clusters Score -392246.6 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392228.468750 Penalty: 801.819641
	Iteration 151Q: 3 clusters Score -392228.5 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392228.750000 Penalty: 801.819641
	Iteration 152Q: 3 clusters Score -392228.8 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392233.093750 Penalty: 801.819641
	Iteration 153Q: 3 clusters Score -392233.1 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392227.593750 Penalty: 801.819641
	Iteration 154Q: 3 clusters Score -392227.6 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392220.156250 Penalty: 801.819641
	Iteration 155Q: 3 clusters Score -392220.2 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392177.531250 Penalty: 801.819641
	Iteration 156Q: 3 clusters Score -392177.5 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392226.437500 Penalty: 801.819641
	Iteration 157Q: 3 clusters Score -392226.4 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -391996.312500 Penalty: 801.819641
	Iteration 158Q: 3 clusters Score -391996.3 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -392208.062500 Penalty: 801.819641
	Iteration 159Q: 3 clusters Score -392208.1 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -392147.125000 Penalty: 801.819641
	Iteration 160F: 3 clusters Score -392147.1 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -392166.312500 Penalty: 801.819641
	Iteration 161Q: 3 clusters Score -392166.3 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -392246.968750 Penalty: 801.819641
	Iteration 162Q: 3 clusters Score -392247 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392265.406250 Penalty: 801.819641
	Iteration 163Q: 3 clusters Score -392265.4 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392194.656250 Penalty: 801.819641
	Iteration 164Q: 3 clusters Score -392194.7 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392219.406250 Penalty: 801.819641
	Iteration 165Q: 3 clusters Score -392219.4 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392089.156250 Penalty: 801.819641
	Iteration 166Q: 3 clusters Score -392089.2 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392176.718750 Penalty: 801.819641
	Iteration 167Q: 3 clusters Score -392176.7 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392249.500000 Penalty: 801.819641
	Iteration 168Q: 3 clusters Score -392249.5 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -392251.9 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392220.750000 Penalty: 801.819641
	Iteration 170Q: 3 clusters Score -392220.8 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392229.406250 Penalty: 801.819641
	Iteration 171Q: 3 clusters Score -392229.4 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392221.062500 Penalty: 801.819641
	Iteration 172Q: 3 clusters Score -392221.1 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392206.718750 Penalty: 801.819641
	Iteration 173Q: 3 clusters Score -392206.7 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392106.406250 Penalty: 801.819641
	Iteration 174Q: 3 clusters Score -392106.4 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392234.375000 Penalty: 801.819641
	Iteration 175Q: 3 clusters Score -392234.4 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392197.062500 Penalty: 801.819641
	Iteration 176Q: 3 clusters Score -392197.1 nChanged 15
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Entering Unmasked Estep 
Score: -392245.843750 Penalty: 801.819641
	Iteration 177Q: 3 clusters Score -392245.8 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392251.625000 Penalty: 801.819641
	Iteration 178Q: 3 clusters Score -392251.6 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392232.187500 Penalty: 801.819641
	Iteration 179Q: 3 clusters Score -392232.2 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392261.656250 Penalty: 801.819641
	Iteration 180F: 3 clusters Score -392261.7 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392260.718750 Penalty: 801.819641
	Iteration 181Q: 3 clusters Score -392260.7 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392099.562500 Penalty: 801.819641
	Iteration 182Q: 3 clusters Score -392099.6 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392152.906250 Penalty: 801.819641
	Iteration 183Q: 3 clusters Score -392152.9 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392191.406250 Penalty: 801.819641
	Iteration 184Q: 3 clusters Score -392191.4 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392131.875000 Penalty: 801.819641
	Iteration 185Q: 3 clusters Score -392131.9 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -392228.156250 Penalty: 801.819641
	Iteration 186Q: 3 clusters Score -392228.2 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392243.000000 Penalty: 801.819641
	Iteration 187Q: 3 clusters Score -392243 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392208.718750 Penalty: 801.819641
	Iteration 188Q: 3 clusters Score -392208.7 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392246.250000 Penalty: 801.819641
	Iteration 189Q: 3 clusters Score -392246.2 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392264.531250 Penalty: 801.819641
	Iteration 190Q: 3 clusters Score -392264.5 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392149.250000 Penalty: 801.819641
	Iteration 191Q: 3 clusters Score -392149.2 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392249.968750 Penalty: 801.819641
	Iteration 192Q: 3 clusters Score -392250 nChanged 20
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Entering Unmasked Estep 
Score: -392249.937500 Penalty: 801.819641
	Iteration 193Q: 3 clusters Score -392249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392203.750000 Penalty: 801.819641
	Iteration 194Q: 3 clusters Score -392203.8 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392125.625000 Penalty: 801.819641
	Iteration 195Q: 3 clusters Score -392125.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392216.062500 Penalty: 801.819641
	Iteration 196Q: 3 clusters Score -392216.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392244.843750 Penalty: 801.819641
	Iteration 197Q: 3 clusters Score -392244.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392229.218750 Penalty: 801.819641
	Iteration 198Q: 3 clusters Score -392229.2 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392189.656250 Penalty: 801.819641
	Iteration 199Q: 3 clusters Score -392189.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392227.531250 Penalty: 801.819641
	Iteration 200F: 3 clusters Score -392227.5 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392238.343750 Penalty: 801.819641
	Iteration 201Q: 3 clusters Score -392238.3 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392243.468750 Penalty: 801.819641
	Iteration 202Q: 3 clusters Score -392243.5 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -392188.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392231.593750 Penalty: 801.819641
	Iteration 204Q: 3 clusters Score -392231.6 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392206.687500 Penalty: 801.819641
	Iteration 205Q: 3 clusters Score -392206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -392227.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -392078.031250 Penalty: 801.819641
	Iteration 207Q: 3 clusters Score -392078 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392159.062500 Penalty: 801.819641
	Iteration 208Q: 3 clusters Score -392159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392243.468750 Penalty: 801.819641
	Iteration 209Q: 3 clusters Score -392243.5 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392228.000000 Penalty: 801.819641
	Iteration 210Q: 3 clusters Score -392228 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392251.250000 Penalty: 801.819641
	Iteration 211Q: 3 clusters Score -392251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392224.968750 Penalty: 801.819641
	Iteration 212Q: 3 clusters Score -392225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392253.218750 Penalty: 801.819641
	Iteration 213Q: 3 clusters Score -392253.2 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -391715.625000 Penalty: 801.819641
	Iteration 214Q: 3 clusters Score -391715.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -392196.625000 Penalty: 801.819641
	Iteration 215Q: 3 clusters Score -392196.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -392267.875000 Penalty: 801.819641
	Iteration 216Q: 3 clusters Score -392267.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392245.781250 Penalty: 801.819641
	Iteration 217Q: 3 clusters Score -392245.8 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -392197.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -392207.906250 Penalty: 801.819641
	Iteration 219Q: 3 clusters Score -392207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392197.687500 Penalty: 801.819641
	Iteration 220F: 3 clusters Score -392197.7 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392243.250000 Penalty: 801.819641
	Iteration 221Q: 3 clusters Score -392243.2 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392214.906250 Penalty: 801.819641
	Iteration 222Q: 3 clusters Score -392214.9 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392233.968750 Penalty: 801.819641
	Iteration 223Q: 3 clusters Score -392234 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392219.031250 Penalty: 801.819641
	Iteration 224Q: 3 clusters Score -392219 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392213.875000 Penalty: 801.819641
	Iteration 225Q: 3 clusters Score -392213.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -392253.7 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392243.375000 Penalty: 801.819641
	Iteration 227Q: 3 clusters Score -392243.4 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392249.000000 Penalty: 801.819641
	Iteration 228Q: 3 clusters Score -392249 nChanged 13
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Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392111.000000 Penalty: 801.819641
	Iteration 229Q: 3 clusters Score -392111 nChanged 31
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Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392235.500000 Penalty: 801.819641
	Iteration 230Q: 3 clusters Score -392235.5 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392184.312500 Penalty: 801.819641
	Iteration 231Q: 3 clusters Score -392184.3 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392223.625000 Penalty: 801.819641
	Iteration 232Q: 3 clusters Score -392223.6 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392226.812500 Penalty: 801.819641
	Iteration 233Q: 3 clusters Score -392226.8 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392221.625000 Penalty: 801.819641
	Iteration 234Q: 3 clusters Score -392221.6 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392244.031250 Penalty: 801.819641
	Iteration 235Q: 3 clusters Score -392244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392236.062500 Penalty: 801.819641
	Iteration 236Q: 3 clusters Score -392236.1 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -391788.250000 Penalty: 801.819641
	Iteration 237Q: 3 clusters Score -391788.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -391909.531250 Penalty: 801.819641
	Iteration 238Q: 3 clusters Score -391909.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -392230.000000 Penalty: 801.819641
	Iteration 239Q: 3 clusters Score -392230 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -392233.312500 Penalty: 801.819641
	Iteration 240F: 3 clusters Score -392233.3 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -392209.750000 Penalty: 801.819641
	Iteration 241Q: 3 clusters Score -392209.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392221.000000 Penalty: 801.819641
	Iteration 242Q: 3 clusters Score -392221 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392162.187500 Penalty: 801.819641
	Iteration 243Q: 3 clusters Score -392162.2 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392170.750000 Penalty: 801.819641
	Iteration 244Q: 3 clusters Score -392170.8 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392203.031250 Penalty: 801.819641
	Iteration 245Q: 3 clusters Score -392203 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392236.812500 Penalty: 801.819641
	Iteration 246Q: 3 clusters Score -392236.8 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392227.312500 Penalty: 801.819641
	Iteration 247Q: 3 clusters Score -392227.3 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392195.781250 Penalty: 801.819641
	Iteration 248Q: 3 clusters Score -392195.8 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -391523.875000 Penalty: 801.819641
	Iteration 249Q: 3 clusters Score -391523.9 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392194.593750 Penalty: 801.819641
	Iteration 250Q: 3 clusters Score -392194.6 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392209.718750 Penalty: 801.819641
	Iteration 251Q: 3 clusters Score -392209.7 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -392235.906250 Penalty: 801.819641
	Iteration 252Q: 3 clusters Score -392235.9 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392235.968750 Penalty: 801.819641
	Iteration 253Q: 3 clusters Score -392236 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392179.625000 Penalty: 801.819641
	Iteration 254Q: 3 clusters Score -392179.6 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392028.625000 Penalty: 801.819641
	Iteration 255Q: 3 clusters Score -392028.6 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392235.906250 Penalty: 801.819641
	Iteration 256Q: 3 clusters Score -392235.9 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392225.812500 Penalty: 801.819641
	Iteration 257Q: 3 clusters Score -392225.8 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392188.937500 Penalty: 801.819641
	Iteration 258Q: 3 clusters Score -392188.9 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392199.437500 Penalty: 801.819641
	Iteration 259Q: 3 clusters Score -392199.4 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392129.000000 Penalty: 801.819641
	Iteration 260F: 3 clusters Score -392129 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392217.187500 Penalty: 801.819641
	Iteration 261Q: 3 clusters Score -392217.2 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -392263.625000 Penalty: 801.819641
	Iteration 262Q: 3 clusters Score -392263.6 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392244.062500 Penalty: 801.819641
	Iteration 263Q: 3 clusters Score -392244.1 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392248.625000 Penalty: 801.819641
	Iteration 264Q: 3 clusters Score -392248.6 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392140.406250 Penalty: 801.819641
	Iteration 265Q: 3 clusters Score -392140.4 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392222.218750 Penalty: 801.819641
	Iteration 266Q: 3 clusters Score -392222.2 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392221.312500 Penalty: 801.819641
	Iteration 267Q: 3 clusters Score -392221.3 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392155.843750 Penalty: 801.819641
	Iteration 268Q: 3 clusters Score -392155.8 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392226.593750 Penalty: 801.819641
	Iteration 269Q: 3 clusters Score -392226.6 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392215.718750 Penalty: 801.819641
	Iteration 270Q: 3 clusters Score -392215.7 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392143.031250 Penalty: 801.819641
	Iteration 271Q: 3 clusters Score -392143 nChanged 25
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Entering Unmasked Estep 
Score: -392197.468750 Penalty: 801.819641
	Iteration 272Q: 3 clusters Score -392197.5 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392220.437500 Penalty: 801.819641
	Iteration 273Q: 3 clusters Score -392220.4 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -391930.187500 Penalty: 801.819641
	Iteration 274Q: 3 clusters Score -391930.2 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -392216.750000 Penalty: 801.819641
	Iteration 275Q: 3 clusters Score -392216.8 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -392246.437500 Penalty: 801.819641
	Iteration 276Q: 3 clusters Score -392246.4 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392145.937500 Penalty: 801.819641
	Iteration 277Q: 3 clusters Score -392145.9 nChanged 19
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Entering Unmasked Estep 
Score: -392262.843750 Penalty: 801.819641
	Iteration 278Q: 3 clusters Score -392262.8 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -392222.2 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392241.812500 Penalty: 801.819641
	Iteration 280F: 3 clusters Score -392241.8 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392188.625000 Penalty: 801.819641
	Iteration 281Q: 3 clusters Score -392188.6 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392220.062500 Penalty: 801.819641
	Iteration 282Q: 3 clusters Score -392220.1 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392007.156250 Penalty: 801.819641
	Iteration 283Q: 3 clusters Score -392007.2 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -392230.250000 Penalty: 801.819641
	Iteration 284Q: 3 clusters Score -392230.2 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392244.781250 Penalty: 801.819641
	Iteration 285Q: 3 clusters Score -392244.8 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392216.125000 Penalty: 801.819641
	Iteration 286Q: 3 clusters Score -392216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392254.468750 Penalty: 801.819641
	Iteration 287Q: 3 clusters Score -392254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392168.218750 Penalty: 801.819641
	Iteration 288Q: 3 clusters Score -392168.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392226.093750 Penalty: 801.819641
	Iteration 289Q: 3 clusters Score -392226.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392232.312500 Penalty: 801.819641
	Iteration 290Q: 3 clusters Score -392232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392037.343750 Penalty: 801.819641
	Iteration 291Q: 3 clusters Score -392037.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392132.875000 Penalty: 801.819641
	Iteration 292Q: 3 clusters Score -392132.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392233.125000 Penalty: 801.819641
	Iteration 293Q: 3 clusters Score -392233.1 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392209.406250 Penalty: 801.819641
	Iteration 294Q: 3 clusters Score -392209.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392218.781250 Penalty: 801.819641
	Iteration 295Q: 3 clusters Score -392218.8 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392217.000000 Penalty: 801.819641
	Iteration 296Q: 3 clusters Score -392217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392224.375000 Penalty: 801.819641
	Iteration 297Q: 3 clusters Score -392224.4 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392206.375000 Penalty: 801.819641
	Iteration 298Q: 3 clusters Score -392206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -392226.781250 Penalty: 801.819641
	Iteration 299Q: 3 clusters Score -392226.8 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392244.781250 Penalty: 801.819641
	Iteration 300F: 3 clusters Score -392244.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392216.500000 Penalty: 801.819641
	Iteration 301Q: 3 clusters Score -392216.5 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392099.031250 Penalty: 801.819641
	Iteration 302Q: 3 clusters Score -392099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392213.718750 Penalty: 801.819641
	Iteration 303Q: 3 clusters Score -392213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392253.250000 Penalty: 801.819641
	Iteration 304Q: 3 clusters Score -392253.2 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -392229.9 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -392243.4 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -392243.4 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392183.750000 Penalty: 801.819641
	Iteration 308Q: 3 clusters Score -392183.8 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392230.937500 Penalty: 801.819641
	Iteration 309Q: 3 clusters Score -392230.9 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -392168.2 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -392139.187500 Penalty: 801.819641
	Iteration 311Q: 3 clusters Score -392139.2 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -392205.062500 Penalty: 801.819641
	Iteration 312Q: 3 clusters Score -392205.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392246.468750 Penalty: 801.819641
	Iteration 313Q: 3 clusters Score -392246.5 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392135.531250 Penalty: 801.819641
	Iteration 314Q: 3 clusters Score -392135.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392190.750000 Penalty: 801.819641
	Iteration 315Q: 3 clusters Score -392190.8 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392166.625000 Penalty: 801.819641
	Iteration 316Q: 3 clusters Score -392166.6 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -392239.812500 Penalty: 801.819641
	Iteration 317Q: 3 clusters Score -392239.8 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392240.937500 Penalty: 801.819641
	Iteration 318Q: 3 clusters Score -392240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392216.906250 Penalty: 801.819641
	Iteration 319Q: 3 clusters Score -392216.9 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392243.062500 Penalty: 801.819641
	Iteration 320F: 3 clusters Score -392243.1 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392232.562500 Penalty: 801.819641
	Iteration 321Q: 3 clusters Score -392232.6 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -392242.531250 Penalty: 801.819641
	Iteration 322Q: 3 clusters Score -392242.5 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -392250.6 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -392242.2 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -391953.750000 Penalty: 801.819641
	Iteration 325Q: 3 clusters Score -391953.8 nChanged 36
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392199.562500 Penalty: 801.819641
	Iteration 326Q: 3 clusters Score -392199.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392244.031250 Penalty: 801.819641
	Iteration 327Q: 3 clusters Score -392244 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -392238.500000 Penalty: 801.819641
	Iteration 328Q: 3 clusters Score -392238.5 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -392252.906250 Penalty: 801.819641
	Iteration 329Q: 3 clusters Score -392252.9 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -392243.156250 Penalty: 801.819641
	Iteration 330Q: 3 clusters Score -392243.2 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -392259.562500 Penalty: 801.819641
	Iteration 331Q: 3 clusters Score -392259.6 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -392187.343750 Penalty: 801.819641
	Iteration 332Q: 3 clusters Score -392187.3 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392239.125000 Penalty: 801.819641
	Iteration 333Q: 3 clusters Score -392239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -392237.718750 Penalty: 801.819641
	Iteration 334Q: 3 clusters Score -392237.7 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392187.250000 Penalty: 801.819641
	Iteration 335Q: 3 clusters Score -392187.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392103.781250 Penalty: 801.819641
	Iteration 336Q: 3 clusters Score -392103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -392153.625000 Penalty: 801.819641
	Iteration 337Q: 3 clusters Score -392153.6 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -392239.250000 Penalty: 801.819641
	Iteration 338Q: 3 clusters Score -392239.2 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392261.781250 Penalty: 801.819641
	Iteration 339Q: 3 clusters Score -392261.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -392168.781250 Penalty: 801.819641
	Iteration 340F: 3 clusters Score -392168.8 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -392204.656250 Penalty: 801.819641
	Iteration 341Q: 3 clusters Score -392204.7 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -392258.968750 Penalty: 801.819641
	Iteration 342Q: 3 clusters Score -392259 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392237.781250 Penalty: 801.819641
	Iteration 343Q: 3 clusters Score -392237.8 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -392234.625000 Penalty: 801.819641
	Iteration 344Q: 3 clusters Score -392234.6 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392259.093750 Penalty: 801.819641
	Iteration 345Q: 3 clusters Score -392259.1 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392137.375000 Penalty: 801.819641
	Iteration 346Q: 3 clusters Score -392137.4 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392245.437500 Penalty: 801.819641
	Iteration 347Q: 3 clusters Score -392245.4 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392246.593750 Penalty: 801.819641
	Iteration 348Q: 3 clusters Score -392246.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392197.812500 Penalty: 801.819641
	Iteration 349Q: 3 clusters Score -392197.8 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392228.625000 Penalty: 801.819641
	Iteration 350Q: 3 clusters Score -392228.6 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392249.781250 Penalty: 801.819641
	Iteration 351Q: 3 clusters Score -392249.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392231.750000 Penalty: 801.819641
	Iteration 352Q: 3 clusters Score -392231.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392252.500000 Penalty: 801.819641
	Iteration 353Q: 3 clusters Score -392252.5 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392195.281250 Penalty: 801.819641
	Iteration 354Q: 3 clusters Score -392195.3 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392174.593750 Penalty: 801.819641
	Iteration 355Q: 3 clusters Score -392174.6 nChanged 16
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Entering Unmasked Estep 
Score: -392249.031250 Penalty: 801.819641
	Iteration 356Q: 3 clusters Score -392249 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392166.906250 Penalty: 801.819641
	Iteration 357Q: 3 clusters Score -392166.9 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392235.375000 Penalty: 801.819641
	Iteration 358Q: 3 clusters Score -392235.4 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392259.156250 Penalty: 801.819641
	Iteration 359Q: 3 clusters Score -392259.2 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392228.875000 Penalty: 801.819641
	Iteration 360F: 3 clusters Score -392228.9 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392247.562500 Penalty: 801.819641
	Iteration 361Q: 3 clusters Score -392247.6 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392254.500000 Penalty: 801.819641
	Iteration 362Q: 3 clusters Score -392254.5 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392210.843750 Penalty: 801.819641
	Iteration 363Q: 3 clusters Score -392210.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392236.718750 Penalty: 801.819641
	Iteration 364Q: 3 clusters Score -392236.7 nChanged 9
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Entering Unmasked Estep 
Score: -392102.531250 Penalty: 801.819641
	Iteration 365Q: 3 clusters Score -392102.5 nChanged 34
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Entering Unmasked Estep 
Score: -392224.843750 Penalty: 801.819641
	Iteration 366Q: 3 clusters Score -392224.8 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392168.781250 Penalty: 801.819641
	Iteration 367Q: 3 clusters Score -392168.8 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392236.031250 Penalty: 801.819641
	Iteration 368Q: 3 clusters Score -392236 nChanged 14
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Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -392195.8 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392220.718750 Penalty: 801.819641
	Iteration 370Q: 3 clusters Score -392220.7 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392226.250000 Penalty: 801.819641
	Iteration 371Q: 3 clusters Score -392226.2 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392222.437500 Penalty: 801.819641
	Iteration 372Q: 3 clusters Score -392222.4 nChanged 9
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Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -392091.3 nChanged 21
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Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -392178.7 nChanged 16
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Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -392250.8 nChanged 23
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Entering Unmasked Estep 
Score: -392246.375000 Penalty: 801.819641
	Iteration 376Q: 3 clusters Score -392246.4 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392198.406250 Penalty: 801.819641
	Iteration 377Q: 3 clusters Score -392198.4 nChanged 12
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Entering Unmasked Estep 
Score: -392214.687500 Penalty: 801.819641
	Iteration 378Q: 3 clusters Score -392214.7 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -392249.3 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392221.906250 Penalty: 801.819641
	Iteration 380F: 3 clusters Score -392221.9 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -392206.5 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392216.031250 Penalty: 801.819641
	Iteration 382Q: 3 clusters Score -392216 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392195.750000 Penalty: 801.819641
	Iteration 383Q: 3 clusters Score -392195.8 nChanged 21
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Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -392220.7 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -392217.9 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -392192.8 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -392193.6 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -392178.9 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -392239.4 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -392220.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -392163.6 nChanged 18
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Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -392002.1 nChanged 34
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Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -392207.781250 Penalty: 801.819641
	Iteration 393Q: 3 clusters Score -392207.8 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392255.031250 Penalty: 801.819641
	Iteration 394Q: 3 clusters Score -392255 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392223.031250 Penalty: 801.819641
	Iteration 395Q: 3 clusters Score -392223 nChanged 7
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -392262.3 nChanged 10
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -392153.4 nChanged 15
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Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -392245.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -392201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -392238.218750 Penalty: 801.819641
	Iteration 400F: 3 clusters Score -392238.2 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -392200.8 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -391764.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -392244.9 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -392234.6 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -392069 nChanged 26
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Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -392174.8 nChanged 35
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Entering Unmasked Estep 
Score: -392227.875000 Penalty: 801.819641
	Iteration 407Q: 3 clusters Score -392227.9 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -392199.8 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -392234.3 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -392176.7 nChanged 15
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -392236.250000 Penalty: 801.819641
	Iteration 411Q: 3 clusters Score -392236.2 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -392224.5 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392212.250000 Penalty: 801.819641
	Iteration 413Q: 3 clusters Score -392212.2 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -392102 nChanged 16
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Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -392223.843750 Penalty: 801.819641
	Iteration 415Q: 3 clusters Score -392223.8 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392147.281250 Penalty: 801.819641
	Iteration 416Q: 3 clusters Score -392147.3 nChanged 28
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Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -392227.093750 Penalty: 801.819641
	Iteration 417Q: 3 clusters Score -392227.1 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -392236.5 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392143.312500 Penalty: 801.819641
	Iteration 419Q: 3 clusters Score -392143.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392236.625000 Penalty: 801.819641
	Iteration 420F: 3 clusters Score -392236.6 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -392237.8 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -392235 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -392165.9 nChanged 14
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Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -392227.5 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392240.875000 Penalty: 801.819641
	Iteration 425Q: 3 clusters Score -392240.9 nChanged 22
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Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -392186.562500 Penalty: 801.819641
	Iteration 426Q: 3 clusters Score -392186.6 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -392165.1 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392230.343750 Penalty: 801.819641
	Iteration 428Q: 3 clusters Score -392230.3 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -392225.7 nChanged 10
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Entering Unmasked Estep 
Score: -392189.375000 Penalty: 801.819641
	Iteration 430Q: 3 clusters Score -392189.4 nChanged 23
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Entering Unmasked Estep 
Score: -392235.656250 Penalty: 801.819641
	Iteration 431Q: 3 clusters Score -392235.7 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -392249.8 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -392240.4 nChanged 7
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Entering Unmasked Estep 
Score: -392259.156250 Penalty: 801.819641
	Iteration 434Q: 3 clusters Score -392259.2 nChanged 7
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Entering Unmasked Estep 
Score: -392076.000000 Penalty: 801.819641
	Iteration 435Q: 3 clusters Score -392076 nChanged 32
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Entering Unmasked Estep 
Score: -392237.968750 Penalty: 801.819641
	Iteration 436Q: 3 clusters Score -392238 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -392208.6 nChanged 15
Entering Unmasked Mstep 
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	Iteration 438Q: 3 clusters Score -392234.7 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392197.312500 Penalty: 801.819641
	Iteration 439Q: 3 clusters Score -392197.3 nChanged 11
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Entering Unmasked Estep 
Score: -392152.000000 Penalty: 801.819641
	Iteration 440F: 3 clusters Score -392152 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392236.312500 Penalty: 801.819641
	Iteration 441Q: 3 clusters Score -392236.3 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392231.000000 Penalty: 801.819641
	Iteration 442Q: 3 clusters Score -392231 nChanged 11
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Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -392199.8 nChanged 17
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Entering Unmasked Estep 
Score: -392176.562500 Penalty: 801.819641
	Iteration 444Q: 3 clusters Score -392176.6 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -392174.2 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -392203.7 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 447Q: 3 clusters Score -392236.9 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392224.468750 Penalty: 801.819641
	Iteration 448Q: 3 clusters Score -392224.5 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392244.531250 Penalty: 801.819641
	Iteration 449Q: 3 clusters Score -392244.5 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -392231.7 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -392184.718750 Penalty: 801.819641
	Iteration 451Q: 3 clusters Score -392184.7 nChanged 12
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Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -392174.6 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 453Q: 3 clusters Score -392244.6 nChanged 16
Entering Unmasked Mstep 
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	Iteration 454Q: 3 clusters Score -392186.9 nChanged 23
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Entering Unmasked Estep 
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	Iteration 455Q: 3 clusters Score -392074 nChanged 27
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	Iteration 456Q: 3 clusters Score -392232.3 nChanged 29
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Entering Unmasked Estep 
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	Iteration 457Q: 3 clusters Score -392245.9 nChanged 10
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Entering Unmasked Estep 
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	Iteration 458Q: 3 clusters Score -391631.1 nChanged 61
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Entering Unmasked Estep 
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	Iteration 459Q: 3 clusters Score -392184.6 nChanged 49
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Entering Unmasked Estep 
Score: -392204.781250 Penalty: 801.819641
	Iteration 460F: 3 clusters Score -392204.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -392200.125000 Penalty: 801.819641
	Iteration 461Q: 3 clusters Score -392200.1 nChanged 18
Entering Unmasked Mstep 
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	Iteration 462Q: 3 clusters Score -392256.9 nChanged 17
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Entering Unmasked Estep 
Score: -392241.968750 Penalty: 801.819641
	Iteration 463Q: 3 clusters Score -392242 nChanged 10
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Entering Unmasked Estep 
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	Iteration 464Q: 3 clusters Score -392243.2 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 465Q: 3 clusters Score -392245.7 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 466Q: 3 clusters Score -392255.4 nChanged 6
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Entering Unmasked Estep 
Score: -392211.000000 Penalty: 801.819641
	Iteration 467Q: 3 clusters Score -392211 nChanged 14
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Entering Unmasked Estep 
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	Iteration 468Q: 3 clusters Score -392242.3 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 469Q: 3 clusters Score -392205.4 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 470Q: 3 clusters Score -392238 nChanged 19
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Entering Unmasked Estep 
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	Iteration 471Q: 3 clusters Score -392245.3 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -392219.3 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392242.750000 Penalty: 801.819641
	Iteration 473Q: 3 clusters Score -392242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392221.906250 Penalty: 801.819641
	Iteration 474Q: 3 clusters Score -392221.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -391926.250000 Penalty: 801.819641
	Iteration 475Q: 3 clusters Score -391926.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -392227.625000 Penalty: 801.819641
	Iteration 476Q: 3 clusters Score -392227.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392185.500000 Penalty: 801.819641
	Iteration 477Q: 3 clusters Score -392185.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392236.687500 Penalty: 801.819641
	Iteration 478Q: 3 clusters Score -392236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -392244.562500 Penalty: 801.819641
	Iteration 479Q: 3 clusters Score -392244.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392176.968750 Penalty: 801.819641
	Iteration 480F: 3 clusters Score -392177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -392222.812500 Penalty: 801.819641
	Iteration 481Q: 3 clusters Score -392222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392199.531250 Penalty: 801.819641
	Iteration 482Q: 3 clusters Score -392199.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -392223.062500 Penalty: 801.819641
	Iteration 483Q: 3 clusters Score -392223.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -392224.093750 Penalty: 801.819641
	Iteration 484Q: 3 clusters Score -392224.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392244.593750 Penalty: 801.819641
	Iteration 485Q: 3 clusters Score -392244.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392221.156250 Penalty: 801.819641
	Iteration 486Q: 3 clusters Score -392221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392194.843750 Penalty: 801.819641
	Iteration 487Q: 3 clusters Score -392194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -392251.312500 Penalty: 801.819641
	Iteration 488Q: 3 clusters Score -392251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -392165.406250 Penalty: 801.819641
	Iteration 489Q: 3 clusters Score -392165.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392224.937500 Penalty: 801.819641
	Iteration 490Q: 3 clusters Score -392224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392184.906250 Penalty: 801.819641
	Iteration 491Q: 3 clusters Score -392184.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -392117.625000 Penalty: 801.819641
	Iteration 492Q: 3 clusters Score -392117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -392229.125000 Penalty: 801.819641
	Iteration 493Q: 3 clusters Score -392229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392150.281250 Penalty: 801.819641
	Iteration 494Q: 3 clusters Score -392150.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392249.125000 Penalty: 801.819641
	Iteration 495Q: 3 clusters Score -392249.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392226.562500 Penalty: 801.819641
	Iteration 496Q: 3 clusters Score -392226.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -392208.218750 Penalty: 801.819641
	Iteration 497Q: 3 clusters Score -392208.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -392209.062500 Penalty: 801.819641
	Iteration 498Q: 3 clusters Score -392209.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -392207.906250 Penalty: 801.819641
	Iteration 499Q: 3 clusters Score -392207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -392199.406250 Penalty: 801.819641
	Iteration 500F: 3 clusters Score -392199.4 nChanged 22
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 119793 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Entering Unmasked Estep 
Score: -53090320.000000 Penalty: 11226.879883
Splitting cluster 8 changes total score from -53081348.000000 to -53090320.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (119793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119793 members 
Entering Unmasked Estep 
Score: -7332053.000000 Penalty: 532.055176
	Iteration 0F: 2 clusters Score -7332053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7260725.000000 Penalty: 1064.110352
	Iteration 0F: 3 clusters Score -7260725 nChanged 58491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -7298749.000000 Penalty: 1064.110352
	Iteration 1F: 3 clusters Score -7298749 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -7302125.500000 Penalty: 1064.110352
	Iteration 2F: 3 clusters Score -7302126 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -7307177.000000 Penalty: 1064.110352
	Iteration 3F: 3 clusters Score -7307177 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7313909.000000 Penalty: 1064.110352
	Iteration 4F: 3 clusters Score -7313909 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -7320808.500000 Penalty: 1064.110352
	Iteration 5F: 3 clusters Score -7320808 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -7324580.500000 Penalty: 1064.110352
	Iteration 6F: 3 clusters Score -7324580 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -7325752.500000 Penalty: 1064.110352
	Iteration 7Q: 3 clusters Score -7325752 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -7326190.000000 Penalty: 1064.110352
	Iteration 8Q: 3 clusters Score -7326190 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -7326576.500000 Penalty: 1064.110352
	Iteration 9Q: 3 clusters Score -7326576 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -7326879.000000 Penalty: 1064.110352
	Iteration 10Q: 3 clusters Score -7326879 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -7327154.000000 Penalty: 1064.110352
	Iteration 11Q: 3 clusters Score -7327154 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -7327369.000000 Penalty: 1064.110352
	Iteration 12Q: 3 clusters Score -7327369 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -7327565.500000 Penalty: 1064.110352
	Iteration 13Q: 3 clusters Score -7327566 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -7327770.000000 Penalty: 1064.110352
	Iteration 14Q: 3 clusters Score -7327770 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -7327910.000000 Penalty: 1064.110352
	Iteration 15Q: 3 clusters Score -7327910 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -7328027.000000 Penalty: 1064.110352
	Iteration 16Q: 3 clusters Score -7328027 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -7328121.000000 Penalty: 1064.110352
	Iteration 17Q: 3 clusters Score -7328121 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -7328243.500000 Penalty: 1064.110352
	Iteration 18Q: 3 clusters Score -7328244 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -7328353.500000 Penalty: 1064.110352
	Iteration 19Q: 3 clusters Score -7328354 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -7328467.500000 Penalty: 1064.110352
	Iteration 20F: 3 clusters Score -7328468 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -7328565.500000 Penalty: 1064.110352
	Iteration 21Q: 3 clusters Score -7328566 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7328596.500000 Penalty: 1064.110352
	Iteration 22Q: 3 clusters Score -7328596 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7328673.500000 Penalty: 1064.110352
	Iteration 23Q: 3 clusters Score -7328674 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -7328754.000000 Penalty: 1064.110352
	Iteration 24Q: 3 clusters Score -7328754 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -7328868.000000 Penalty: 1064.110352
	Iteration 25Q: 3 clusters Score -7328868 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -7328956.500000 Penalty: 1064.110352
	Iteration 26Q: 3 clusters Score -7328956 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -7329050.000000 Penalty: 1064.110352
	Iteration 27Q: 3 clusters Score -7329050 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -7329134.500000 Penalty: 1064.110352
	Iteration 28Q: 3 clusters Score -7329134 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -7329252.500000 Penalty: 1064.110352
	Iteration 29Q: 3 clusters Score -7329252 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -7329397.500000 Penalty: 1064.110352
	Iteration 30Q: 3 clusters Score -7329398 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -7329573.500000 Penalty: 1064.110352
	Iteration 31Q: 3 clusters Score -7329574 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -7329674.500000 Penalty: 1064.110352
	Iteration 32Q: 3 clusters Score -7329674 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7329779.000000 Penalty: 1064.110352
	Iteration 33Q: 3 clusters Score -7329779 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -7329862.500000 Penalty: 1064.110352
	Iteration 34Q: 3 clusters Score -7329862 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -7330048.000000 Penalty: 1064.110352
	Iteration 35Q: 3 clusters Score -7330048 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -7330152.500000 Penalty: 1064.110352
	Iteration 36Q: 3 clusters Score -7330152 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7330237.500000 Penalty: 1064.110352
	Iteration 37Q: 3 clusters Score -7330238 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -7330299.500000 Penalty: 1064.110352
	Iteration 38Q: 3 clusters Score -7330300 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7330408.500000 Penalty: 1064.110352
	Iteration 39Q: 3 clusters Score -7330408 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -7330489.500000 Penalty: 1064.110352
	Iteration 40F: 3 clusters Score -7330490 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -7330602.500000 Penalty: 1064.110352
	Iteration 41Q: 3 clusters Score -7330602 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -7330691.000000 Penalty: 1064.110352
	Iteration 42Q: 3 clusters Score -7330691 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -7330740.000000 Penalty: 1064.110352
	Iteration 43Q: 3 clusters Score -7330740 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -7330794.000000 Penalty: 1064.110352
	Iteration 44Q: 3 clusters Score -7330794 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -7330795.500000 Penalty: 1064.110352
	Iteration 45Q: 3 clusters Score -7330796 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -7330803.500000 Penalty: 1064.110352
	Iteration 46Q: 3 clusters Score -7330804 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -7330840.000000 Penalty: 1064.110352
	Iteration 47Q: 3 clusters Score -7330840 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -7330869.000000 Penalty: 1064.110352
	Iteration 48Q: 3 clusters Score -7330869 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -7330948.000000 Penalty: 1064.110352
	Iteration 49Q: 3 clusters Score -7330948 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -7330993.500000 Penalty: 1064.110352
	Iteration 50Q: 3 clusters Score -7330994 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92542 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -7330998.000000 Penalty: 1064.110352
	Iteration 51Q: 3 clusters Score -7330998 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -7331028.000000 Penalty: 1064.110352
	Iteration 52Q: 3 clusters Score -7331028 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7331058.000000 Penalty: 1064.110352
	Iteration 53Q: 3 clusters Score -7331058 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -7331156.000000 Penalty: 1064.110352
	Iteration 54Q: 3 clusters Score -7331156 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -7331176.000000 Penalty: 1064.110352
	Iteration 55Q: 3 clusters Score -7331176 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -7331202.500000 Penalty: 1064.110352
	Iteration 56Q: 3 clusters Score -7331202 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -7331254.500000 Penalty: 1064.110352
	Iteration 57Q: 3 clusters Score -7331254 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -7331293.500000 Penalty: 1064.110352
	Iteration 58Q: 3 clusters Score -7331294 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7331303.000000 Penalty: 1064.110352
	Iteration 59Q: 3 clusters Score -7331303 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7331338 nChanged 570
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Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7331322 nChanged 594
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Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 20491 members 
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	Iteration 62Q: 3 clusters Score -7331384 nChanged 576
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Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 19917 members 
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	Iteration 63Q: 3 clusters Score -7331360 nChanged 560
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Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 19357 members 
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	Iteration 64Q: 3 clusters Score -7331364 nChanged 563
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Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 18798 members 
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Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 17789 members 
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	Iteration 67Q: 3 clusters Score -7331492 nChanged 505
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Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7331565 nChanged 452
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Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7331616 nChanged 441
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Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 15020 members 
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Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105565 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105791 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7331694 nChanged 235
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Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 13546 members 
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Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 12912 members 
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Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12348 members 
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Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12044 members 
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Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11735 members 
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Mstep: Class 2 contains 11567 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 10615 members 
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Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7331682 nChanged 73
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Mstep: Class 1 contains 109324 members 
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Mstep: Class 1 contains 109409 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 109493 members 
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	Iteration 103Q: 3 clusters Score -7331692 nChanged 105
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Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109742 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7331678 nChanged 80
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Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 9925 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7331689 nChanged 86
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Mstep: Class 1 contains 110037 members 
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	Iteration 112Q: 3 clusters Score -7331704 nChanged 83
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Mstep: Class 1 contains 110127 members 
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	Iteration 113Q: 3 clusters Score -7331720 nChanged 93
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	Iteration 115Q: 3 clusters Score -7331752 nChanged 130
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	Iteration 116Q: 3 clusters Score -7331756 nChanged 134
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	Iteration 117Q: 3 clusters Score -7331783 nChanged 147
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	Iteration 118Q: 3 clusters Score -7331818 nChanged 152
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Mstep: Class 2 contains 9200 members 
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	Iteration 119Q: 3 clusters Score -7331837 nChanged 137
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Mstep: Class 1 contains 110676 members 
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	Iteration 120F: 3 clusters Score -7331864 nChanged 147
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Mstep: Class 1 contains 110783 members 
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	Iteration 121Q: 3 clusters Score -7331870 nChanged 150
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Mstep: Class 1 contains 110895 members 
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	Iteration 122Q: 3 clusters Score -7331890 nChanged 146
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	Iteration 123Q: 3 clusters Score -7331917 nChanged 153
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	Iteration 124Q: 3 clusters Score -7331922 nChanged 146
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Mstep: Class 1 contains 111222 members 
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	Iteration 125Q: 3 clusters Score -7331958 nChanged 167
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Mstep: Class 1 contains 111323 members 
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	Iteration 126Q: 3 clusters Score -7331976 nChanged 150
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	Iteration 127Q: 3 clusters Score -7331998 nChanged 148
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	Iteration 128Q: 3 clusters Score -7332026 nChanged 175
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	Iteration 129Q: 3 clusters Score -7332045 nChanged 174
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Mstep: Class 2 contains 8049 members 
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	Iteration 130Q: 3 clusters Score -7332060 nChanged 157
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Mstep: Class 2 contains 7954 members 
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	Iteration 131Q: 3 clusters Score -7332112 nChanged 147
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Mstep: Class 1 contains 111926 members 
Mstep: Class 2 contains 7867 members 
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	Iteration 132Q: 3 clusters Score -7332130 nChanged 158
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Mstep: Class 2 contains 7763 members 
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	Iteration 133Q: 3 clusters Score -7332145 nChanged 146
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	Iteration 134Q: 3 clusters Score -7332142 nChanged 149
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	Iteration 135Q: 3 clusters Score -7332143 nChanged 137
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	Iteration 136Q: 3 clusters Score -7332156 nChanged 140
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	Iteration 137Q: 3 clusters Score -7332164 nChanged 123
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	Iteration 138Q: 3 clusters Score -7332159 nChanged 112
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	Iteration 139Q: 3 clusters Score -7332168 nChanged 92
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	Iteration 140F: 3 clusters Score -7332184 nChanged 92
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	Iteration 141Q: 3 clusters Score -7332167 nChanged 95
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	Iteration 142Q: 3 clusters Score -7332170 nChanged 110
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Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 7271 members 
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	Iteration 143Q: 3 clusters Score -7332150 nChanged 105
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	Iteration 144Q: 3 clusters Score -7332130 nChanged 85
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	Iteration 145Q: 3 clusters Score -7332130 nChanged 81
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	Iteration 146Q: 3 clusters Score -7332124 nChanged 76
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7332121 nChanged 90
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	Iteration 148Q: 3 clusters Score -7332106 nChanged 89
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Mstep: Class 2 contains 7159 members 
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	Iteration 149Q: 3 clusters Score -7332108 nChanged 77
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Mstep: Class 2 contains 7146 members 
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	Iteration 150Q: 3 clusters Score -7332122 nChanged 56
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	Iteration 151Q: 3 clusters Score -7332121 nChanged 59
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Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7332112 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7332126 nChanged 65
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Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7332126 nChanged 76
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7332132 nChanged 65
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Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7332134 nChanged 57
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Mstep: Class 2 contains 7069 members 
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	Iteration 157Q: 3 clusters Score -7332128 nChanged 59
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Mstep: Class 1 contains 112735 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7332130 nChanged 54
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Mstep: Class 1 contains 112737 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7332131 nChanged 52
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7332136 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7332127 nChanged 55
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	Iteration 162Q: 3 clusters Score -7332115 nChanged 61
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Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 7022 members 
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	Iteration 163Q: 3 clusters Score -7332125 nChanged 60
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	Iteration 164Q: 3 clusters Score -7332126 nChanged 65
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Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7332111 nChanged 83
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Mstep: Class 2 contains 6980 members 
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	Iteration 166Q: 3 clusters Score -7332110 nChanged 79
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Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7332099 nChanged 77
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Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7332084 nChanged 86
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	Iteration 169Q: 3 clusters Score -7332094 nChanged 80
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Mstep: Class 2 contains 6964 members 
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	Iteration 170Q: 3 clusters Score -7332092 nChanged 94
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Mstep: Class 2 contains 6974 members 
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	Iteration 171Q: 3 clusters Score -7332095 nChanged 88
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Mstep: Class 2 contains 6978 members 
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	Iteration 172Q: 3 clusters Score -7332093 nChanged 78
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	Iteration 173Q: 3 clusters Score -7332096 nChanged 83
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Mstep: Class 2 contains 6981 members 
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	Iteration 174Q: 3 clusters Score -7332082 nChanged 87
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	Iteration 175Q: 3 clusters Score -7332059 nChanged 89
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	Iteration 176Q: 3 clusters Score -7332046 nChanged 90
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	Iteration 177Q: 3 clusters Score -7332018 nChanged 108
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Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7332042 nChanged 106
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Mstep: Class 2 contains 6937 members 
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	Iteration 179Q: 3 clusters Score -7332030 nChanged 94
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Mstep: Class 2 contains 6937 members 
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	Iteration 180F: 3 clusters Score -7332018 nChanged 90
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	Iteration 181Q: 3 clusters Score -7332001 nChanged 103
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	Iteration 183Q: 3 clusters Score -7332016 nChanged 110
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	Iteration 184Q: 3 clusters Score -7332012 nChanged 111
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	Iteration 185Q: 3 clusters Score -7332017 nChanged 103
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	Iteration 186Q: 3 clusters Score -7332019 nChanged 99
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	Iteration 187Q: 3 clusters Score -7332042 nChanged 103
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	Iteration 188Q: 3 clusters Score -7332026 nChanged 103
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	Iteration 191Q: 3 clusters Score -7331992 nChanged 111
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	Iteration 192Q: 3 clusters Score -7332009 nChanged 106
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	Iteration 193Q: 3 clusters Score -7332004 nChanged 105
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	Iteration 196Q: 3 clusters Score -7332020 nChanged 89
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	Iteration 197Q: 3 clusters Score -7332012 nChanged 86
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	Iteration 198Q: 3 clusters Score -7332002 nChanged 86
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	Iteration 199Q: 3 clusters Score -7331987 nChanged 85
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	Iteration 200F: 3 clusters Score -7331982 nChanged 91
Entering Unmasked Mstep 
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	Iteration 201Q: 3 clusters Score -7331992 nChanged 103
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	Iteration 202Q: 3 clusters Score -7332003 nChanged 94
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	Iteration 203Q: 3 clusters Score -7331980 nChanged 86
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	Iteration 204Q: 3 clusters Score -7331968 nChanged 92
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	Iteration 205Q: 3 clusters Score -7331941 nChanged 98
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	Iteration 206Q: 3 clusters Score -7331932 nChanged 93
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	Iteration 207Q: 3 clusters Score -7331952 nChanged 86
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	Iteration 208Q: 3 clusters Score -7331940 nChanged 87
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	Iteration 209Q: 3 clusters Score -7331938 nChanged 93
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	Iteration 210Q: 3 clusters Score -7331936 nChanged 101
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	Iteration 211Q: 3 clusters Score -7331948 nChanged 118
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	Iteration 212Q: 3 clusters Score -7331960 nChanged 114
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	Iteration 213Q: 3 clusters Score -7331989 nChanged 111
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	Iteration 214Q: 3 clusters Score -7331976 nChanged 119
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	Iteration 215Q: 3 clusters Score -7331996 nChanged 114
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	Iteration 216Q: 3 clusters Score -7332003 nChanged 101
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	Iteration 217Q: 3 clusters Score -7331998 nChanged 104
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	Iteration 218Q: 3 clusters Score -7331996 nChanged 83
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	Iteration 219Q: 3 clusters Score -7331989 nChanged 80
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	Iteration 220F: 3 clusters Score -7332010 nChanged 97
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	Iteration 222Q: 3 clusters Score -7332030 nChanged 107
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	Iteration 223Q: 3 clusters Score -7332026 nChanged 103
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	Iteration 224Q: 3 clusters Score -7332056 nChanged 110
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	Iteration 225Q: 3 clusters Score -7332081 nChanged 113
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	Iteration 226Q: 3 clusters Score -7332092 nChanged 120
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	Iteration 227Q: 3 clusters Score -7332094 nChanged 120
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	Iteration 228Q: 3 clusters Score -7332089 nChanged 131
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	Iteration 229Q: 3 clusters Score -7332089 nChanged 117
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	Iteration 231Q: 3 clusters Score -7332118 nChanged 137
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	Iteration 234Q: 3 clusters Score -7332106 nChanged 154
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	Iteration 236Q: 3 clusters Score -7332102 nChanged 155
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	Iteration 237Q: 3 clusters Score -7332124 nChanged 157
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	Iteration 238Q: 3 clusters Score -7332122 nChanged 149
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	Iteration 239Q: 3 clusters Score -7332120 nChanged 147
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	Iteration 240F: 3 clusters Score -7332126 nChanged 142
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	Iteration 244Q: 3 clusters Score -7332108 nChanged 125
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	Iteration 245Q: 3 clusters Score -7332100 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -7332111.500000 Penalty: 1064.110352
	Iteration 246Q: 3 clusters Score -7332112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -7332131.500000 Penalty: 1064.110352
	Iteration 247Q: 3 clusters Score -7332132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -7332127.000000 Penalty: 1064.110352
	Iteration 248Q: 3 clusters Score -7332127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7332147.500000 Penalty: 1064.110352
	Iteration 249Q: 3 clusters Score -7332148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7332122.000000 Penalty: 1064.110352
	Iteration 250Q: 3 clusters Score -7332122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -7332123.500000 Penalty: 1064.110352
	Iteration 251Q: 3 clusters Score -7332124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -7332121.000000 Penalty: 1064.110352
	Iteration 252Q: 3 clusters Score -7332121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -7332133.000000 Penalty: 1064.110352
	Iteration 253Q: 3 clusters Score -7332133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -7332145.000000 Penalty: 1064.110352
	Iteration 254Q: 3 clusters Score -7332145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -7332138.500000 Penalty: 1064.110352
	Iteration 255Q: 3 clusters Score -7332138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -7332124.500000 Penalty: 1064.110352
	Iteration 256Q: 3 clusters Score -7332124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -7332121.000000 Penalty: 1064.110352
	Iteration 257Q: 3 clusters Score -7332121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -7332129.500000 Penalty: 1064.110352
	Iteration 258Q: 3 clusters Score -7332130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113073 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -7332123.500000 Penalty: 1064.110352
	Iteration 259Q: 3 clusters Score -7332124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -7332122.500000 Penalty: 1064.110352
	Iteration 260F: 3 clusters Score -7332122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -7332117.500000 Penalty: 1064.110352
	Iteration 261Q: 3 clusters Score -7332118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -7332129.500000 Penalty: 1064.110352
	Iteration 262Q: 3 clusters Score -7332130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -7332139.000000 Penalty: 1064.110352
	Iteration 263Q: 3 clusters Score -7332139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7332140.500000 Penalty: 1064.110352
	Iteration 264Q: 3 clusters Score -7332140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -7332145.000000 Penalty: 1064.110352
	Iteration 265Q: 3 clusters Score -7332145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -7332135.000000 Penalty: 1064.110352
	Iteration 266Q: 3 clusters Score -7332135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7332133.500000 Penalty: 1064.110352
	Iteration 267Q: 3 clusters Score -7332134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113069 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7332136.500000 Penalty: 1064.110352
	Iteration 268Q: 3 clusters Score -7332136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -7332137.000000 Penalty: 1064.110352
	Iteration 269Q: 3 clusters Score -7332137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -7332148.000000 Penalty: 1064.110352
	Iteration 270Q: 3 clusters Score -7332148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -7332148.000000 Penalty: 1064.110352
	Iteration 271Q: 3 clusters Score -7332148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113057 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -7332151.500000 Penalty: 1064.110352
	Iteration 272Q: 3 clusters Score -7332152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113053 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7332148.000000 Penalty: 1064.110352
	Iteration 273Q: 3 clusters Score -7332148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7332152.000000 Penalty: 1064.110352
	Iteration 274Q: 3 clusters Score -7332152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7332147.500000 Penalty: 1064.110352
	Iteration 275Q: 3 clusters Score -7332148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -7332154.000000 Penalty: 1064.110352
	Iteration 276Q: 3 clusters Score -7332154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7332154.000000 Penalty: 1064.110352
	Iteration 277Q: 3 clusters Score -7332154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7332150.500000 Penalty: 1064.110352
	Iteration 278Q: 3 clusters Score -7332150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -7332156.000000 Penalty: 1064.110352
	Iteration 279Q: 3 clusters Score -7332156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -7332157.500000 Penalty: 1064.110352
	Iteration 280F: 3 clusters Score -7332158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -7332154.500000 Penalty: 1064.110352
	Iteration 281Q: 3 clusters Score -7332154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -7332154.000000 Penalty: 1064.110352
	Iteration 282Q: 3 clusters Score -7332154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113038 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -7332153.000000 Penalty: 1064.110352
	Iteration 283Q: 3 clusters Score -7332153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -7332152.000000 Penalty: 1064.110352
	Iteration 284Q: 3 clusters Score -7332152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -7332151.500000 Penalty: 1064.110352
	Iteration 285Q: 3 clusters Score -7332152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -7332152.500000 Penalty: 1064.110352
	Iteration 286Q: 3 clusters Score -7332152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -7332151.000000 Penalty: 1064.110352
	Iteration 287Q: 3 clusters Score -7332151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -7332149.000000 Penalty: 1064.110352
	Iteration 288Q: 3 clusters Score -7332149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7332151.000000 Penalty: 1064.110352
	Iteration 289Q: 3 clusters Score -7332151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -7332149.000000 Penalty: 1064.110352
	Iteration 290Q: 3 clusters Score -7332149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -7332149.000000 Penalty: 1064.110352
	Iteration 291F: 3 clusters Score -7332149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 113045 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Mstep: Class 19 contains 6748 members 
Entering Unmasked Estep 
Score: -53090176.000000 Penalty: 11850.594727
Splitting cluster 9 changes total score from -53081348.000000 to -53090176.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (9930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -456771.718750 Penalty: 418.750854
	Iteration 0F: 2 clusters Score -456771.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -450659.812500 Penalty: 837.501709
	Iteration 0F: 3 clusters Score -450659.8 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -472785.125000 Penalty: 837.501709
	Iteration 1F: 3 clusters Score -472785.1 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -493898.281250 Penalty: 837.501709
	Iteration 2F: 3 clusters Score -493898.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -501614.000000 Penalty: 837.501709
	Iteration 3F: 3 clusters Score -501614 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -506296.312500 Penalty: 837.501709
	Iteration 4Q: 3 clusters Score -506296.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -500735.218750 Penalty: 837.501709
	Iteration 5Q: 3 clusters Score -500735.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -508472.500000 Penalty: 837.501709
	Iteration 6Q: 3 clusters Score -508472.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -507850.937500 Penalty: 837.501709
	Iteration 7Q: 3 clusters Score -507850.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -507452.875000 Penalty: 837.501709
	Iteration 8Q: 3 clusters Score -507452.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -508515.343750 Penalty: 837.501709
	Iteration 9Q: 3 clusters Score -508515.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -506279.906250 Penalty: 837.501709
	Iteration 10Q: 3 clusters Score -506279.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -508862.281250 Penalty: 837.501709
	Iteration 11Q: 3 clusters Score -508862.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -508958.000000 Penalty: 837.501709
	Iteration 12Q: 3 clusters Score -508958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -508790.531250 Penalty: 837.501709
	Iteration 13Q: 3 clusters Score -508790.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -509263.156250 Penalty: 837.501709
	Iteration 14Q: 3 clusters Score -509263.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -508919.656250 Penalty: 837.501709
	Iteration 15Q: 3 clusters Score -508919.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -508926.593750 Penalty: 837.501709
	Iteration 16Q: 3 clusters Score -508926.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -509024.468750 Penalty: 837.501709
	Iteration 17Q: 3 clusters Score -509024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -504563.468750 Penalty: 837.501709
	Iteration 18Q: 3 clusters Score -504563.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -508444.875000 Penalty: 837.501709
	Iteration 19Q: 3 clusters Score -508444.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -508875.906250 Penalty: 837.501709
	Iteration 20F: 3 clusters Score -508875.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -509105.406250 Penalty: 837.501709
	Iteration 21Q: 3 clusters Score -509105.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -508401.437500 Penalty: 837.501709
	Iteration 22Q: 3 clusters Score -508401.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -508465.937500 Penalty: 837.501709
	Iteration 23Q: 3 clusters Score -508465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -410861.875000 Penalty: 418.750854
	Iteration 24Q: 2 clusters Score -410861.9 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -456771.718750 Penalty: 418.750854
	Iteration 25F: 2 clusters Score -456771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Entering Unmasked Estep 
Score: -606730.625000 Penalty: 415.537964
	Iteration 0F: 2 clusters Score -606730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -600458.500000 Penalty: 831.075928
	Iteration 0F: 3 clusters Score -600458.5 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -603138.375000 Penalty: 831.075928
	Iteration 1F: 3 clusters Score -603138.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -603504.375000 Penalty: 831.075928
	Iteration 2F: 3 clusters Score -603504.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -604066.187500 Penalty: 831.075928
	Iteration 3F: 3 clusters Score -604066.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -604660.687500 Penalty: 831.075928
	Iteration 4F: 3 clusters Score -604660.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -605137.500000 Penalty: 831.075928
	Iteration 5F: 3 clusters Score -605137.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -605444.312500 Penalty: 831.075928
	Iteration 6Q: 3 clusters Score -605444.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -605629.125000 Penalty: 831.075928
	Iteration 7Q: 3 clusters Score -605629.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -605725.250000 Penalty: 831.075928
	Iteration 8Q: 3 clusters Score -605725.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -605788.000000 Penalty: 831.075928
	Iteration 9Q: 3 clusters Score -605788 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -605834.125000 Penalty: 831.075928
	Iteration 10Q: 3 clusters Score -605834.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -605877.375000 Penalty: 831.075928
	Iteration 11Q: 3 clusters Score -605877.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -605915.875000 Penalty: 831.075928
	Iteration 12Q: 3 clusters Score -605915.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -605952.312500 Penalty: 831.075928
	Iteration 13Q: 3 clusters Score -605952.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -605987.500000 Penalty: 831.075928
	Iteration 14Q: 3 clusters Score -605987.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -606021.125000 Penalty: 831.075928
	Iteration 15Q: 3 clusters Score -606021.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -606050.937500 Penalty: 831.075928
	Iteration 16Q: 3 clusters Score -606050.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -606078.187500 Penalty: 831.075928
	Iteration 17Q: 3 clusters Score -606078.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -606099.062500 Penalty: 831.075928
	Iteration 18Q: 3 clusters Score -606099.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -606116.562500 Penalty: 831.075928
	Iteration 19Q: 3 clusters Score -606116.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -606137.250000 Penalty: 831.075928
	Iteration 20F: 3 clusters Score -606137.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -606150.000000 Penalty: 831.075928
	Iteration 21Q: 3 clusters Score -606150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -606163.625000 Penalty: 831.075928
	Iteration 22Q: 3 clusters Score -606163.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -606176.000000 Penalty: 831.075928
	Iteration 23Q: 3 clusters Score -606176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -606186.937500 Penalty: 831.075928
	Iteration 24Q: 3 clusters Score -606186.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -606194.375000 Penalty: 831.075928
	Iteration 25Q: 3 clusters Score -606194.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -606203.437500 Penalty: 831.075928
	Iteration 26Q: 3 clusters Score -606203.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -606211.312500 Penalty: 831.075928
	Iteration 27Q: 3 clusters Score -606211.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -606217.812500 Penalty: 831.075928
	Iteration 28Q: 3 clusters Score -606217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -606223.000000 Penalty: 831.075928
	Iteration 29Q: 3 clusters Score -606223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -606226.500000 Penalty: 831.075928
	Iteration 30Q: 3 clusters Score -606226.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -606234.312500 Penalty: 831.075928
	Iteration 31Q: 3 clusters Score -606234.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -606243.125000 Penalty: 831.075928
	Iteration 32Q: 3 clusters Score -606243.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -606245.375000 Penalty: 831.075928
	Iteration 33Q: 3 clusters Score -606245.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -606250.187500 Penalty: 831.075928
	Iteration 34Q: 3 clusters Score -606250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -606255.000000 Penalty: 831.075928
	Iteration 35Q: 3 clusters Score -606255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -606260.437500 Penalty: 831.075928
	Iteration 36Q: 3 clusters Score -606260.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -606265.875000 Penalty: 831.075928
	Iteration 37Q: 3 clusters Score -606265.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -606273.500000 Penalty: 831.075928
	Iteration 38Q: 3 clusters Score -606273.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -606279.812500 Penalty: 831.075928
	Iteration 39Q: 3 clusters Score -606279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -606283.437500 Penalty: 831.075928
	Iteration 40F: 3 clusters Score -606283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -606289.125000 Penalty: 831.075928
	Iteration 41Q: 3 clusters Score -606289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -606293.437500 Penalty: 831.075928
	Iteration 42Q: 3 clusters Score -606293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -606296.312500 Penalty: 831.075928
	Iteration 43Q: 3 clusters Score -606296.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -606301.687500 Penalty: 831.075928
	Iteration 44Q: 3 clusters Score -606301.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -606308.250000 Penalty: 831.075928
	Iteration 45Q: 3 clusters Score -606308.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -606312.687500 Penalty: 831.075928
	Iteration 46Q: 3 clusters Score -606312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -606313.375000 Penalty: 831.075928
	Iteration 47Q: 3 clusters Score -606313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -606314.625000 Penalty: 831.075928
	Iteration 48Q: 3 clusters Score -606314.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -606316.437500 Penalty: 831.075928
	Iteration 49Q: 3 clusters Score -606316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -606317.812500 Penalty: 831.075928
	Iteration 50Q: 3 clusters Score -606317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -606321.375000 Penalty: 831.075928
	Iteration 51Q: 3 clusters Score -606321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -606321.875000 Penalty: 831.075928
	Iteration 52Q: 3 clusters Score -606321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -606321.812500 Penalty: 831.075928
	Iteration 53Q: 3 clusters Score -606321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -606322.750000 Penalty: 831.075928
	Iteration 54Q: 3 clusters Score -606322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -606323.437500 Penalty: 831.075928
	Iteration 55Q: 3 clusters Score -606323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -606326.562500 Penalty: 831.075928
	Iteration 56Q: 3 clusters Score -606326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -606328.437500 Penalty: 831.075928
	Iteration 57Q: 3 clusters Score -606328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -606329.375000 Penalty: 831.075928
	Iteration 58Q: 3 clusters Score -606329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -606329.375000 Penalty: 831.075928
	Iteration 59Q: 3 clusters Score -606329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -606331.187500 Penalty: 831.075928
	Iteration 60F: 3 clusters Score -606331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -242257.546875 Penalty: 378.757294
	Iteration 0F: 2 clusters Score -242257.5 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 2021 members 
Entering Unmasked Estep 
Score: -239437.890625 Penalty: 757.514587
	Iteration 0F: 3 clusters Score -239437.9 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -240533.750000 Penalty: 757.514587
	Iteration 1F: 3 clusters Score -240533.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -240818.640625 Penalty: 757.514587
	Iteration 2F: 3 clusters Score -240818.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -241198.328125 Penalty: 757.514587
	Iteration 3F: 3 clusters Score -241198.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -241540.046875 Penalty: 757.514587
	Iteration 4F: 3 clusters Score -241540 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -241832.765625 Penalty: 757.514587
	Iteration 5F: 3 clusters Score -241832.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -242004.187500 Penalty: 757.514587
	Iteration 6F: 3 clusters Score -242004.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -242072.781250 Penalty: 757.514587
	Iteration 7Q: 3 clusters Score -242072.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -242104.203125 Penalty: 757.514587
	Iteration 8Q: 3 clusters Score -242104.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -242122.078125 Penalty: 757.514587
	Iteration 9Q: 3 clusters Score -242122.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -242136.234375 Penalty: 757.514587
	Iteration 10Q: 3 clusters Score -242136.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -242143.671875 Penalty: 757.514587
	Iteration 11Q: 3 clusters Score -242143.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -242149.343750 Penalty: 757.514587
	Iteration 12Q: 3 clusters Score -242149.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -242154.468750 Penalty: 757.514587
	Iteration 13Q: 3 clusters Score -242154.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -242155.078125 Penalty: 757.514587
	Iteration 14Q: 3 clusters Score -242155.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -242158.390625 Penalty: 757.514587
	Iteration 15Q: 3 clusters Score -242158.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -242161.750000 Penalty: 757.514587
	Iteration 16Q: 3 clusters Score -242161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -242163.734375 Penalty: 757.514587
	Iteration 17Q: 3 clusters Score -242163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -242165.375000 Penalty: 757.514587
	Iteration 18Q: 3 clusters Score -242165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -242167.437500 Penalty: 757.514587
	Iteration 19Q: 3 clusters Score -242167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -242168.687500 Penalty: 757.514587
	Iteration 20F: 3 clusters Score -242168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -242169.312500 Penalty: 757.514587
	Iteration 21Q: 3 clusters Score -242169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -242169.781250 Penalty: 757.514587
	Iteration 22Q: 3 clusters Score -242169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -242171.375000 Penalty: 757.514587
	Iteration 23Q: 3 clusters Score -242171.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -242172.328125 Penalty: 757.514587
	Iteration 24Q: 3 clusters Score -242172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -242173.312500 Penalty: 757.514587
	Iteration 25Q: 3 clusters Score -242173.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -242175.312500 Penalty: 757.514587
	Iteration 26Q: 3 clusters Score -242175.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -242178.765625 Penalty: 757.514587
	Iteration 27Q: 3 clusters Score -242178.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -242183.109375 Penalty: 757.514587
	Iteration 28Q: 3 clusters Score -242183.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -242186.937500 Penalty: 757.514587
	Iteration 29Q: 3 clusters Score -242186.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -242190.500000 Penalty: 757.514587
	Iteration 30Q: 3 clusters Score -242190.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -242193.000000 Penalty: 757.514587
	Iteration 31Q: 3 clusters Score -242193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -242195.203125 Penalty: 757.514587
	Iteration 32Q: 3 clusters Score -242195.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -242200.093750 Penalty: 757.514587
	Iteration 33Q: 3 clusters Score -242200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -242205.781250 Penalty: 757.514587
	Iteration 34Q: 3 clusters Score -242205.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -242208.984375 Penalty: 757.514587
	Iteration 35Q: 3 clusters Score -242209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -242211.765625 Penalty: 757.514587
	Iteration 36Q: 3 clusters Score -242211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -242215.875000 Penalty: 757.514587
	Iteration 37Q: 3 clusters Score -242215.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -242220.359375 Penalty: 757.514587
	Iteration 38Q: 3 clusters Score -242220.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -242222.765625 Penalty: 757.514587
	Iteration 39Q: 3 clusters Score -242222.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -242226.000000 Penalty: 757.514587
	Iteration 40F: 3 clusters Score -242226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -242228.062500 Penalty: 757.514587
	Iteration 41Q: 3 clusters Score -242228.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -242229.453125 Penalty: 757.514587
	Iteration 42Q: 3 clusters Score -242229.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -242230.156250 Penalty: 757.514587
	Iteration 43Q: 3 clusters Score -242230.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -242231.859375 Penalty: 757.514587
	Iteration 44Q: 3 clusters Score -242231.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -242236.109375 Penalty: 757.514587
	Iteration 45Q: 3 clusters Score -242236.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -242239.046875 Penalty: 757.514587
	Iteration 46Q: 3 clusters Score -242239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -242242.437500 Penalty: 757.514587
	Iteration 47Q: 3 clusters Score -242242.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -242246.765625 Penalty: 757.514587
	Iteration 48Q: 3 clusters Score -242246.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -242250.296875 Penalty: 757.514587
	Iteration 49Q: 3 clusters Score -242250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -242252.703125 Penalty: 757.514587
	Iteration 50Q: 3 clusters Score -242252.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -242255.593750 Penalty: 757.514587
	Iteration 51Q: 3 clusters Score -242255.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -242259.500000 Penalty: 757.514587
	Iteration 52Q: 3 clusters Score -242259.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -242265.031250 Penalty: 757.514587
	Iteration 53Q: 3 clusters Score -242265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -242272.187500 Penalty: 757.514587
	Iteration 54Q: 3 clusters Score -242272.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -242278.765625 Penalty: 757.514587
	Iteration 55Q: 3 clusters Score -242278.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -242283.703125 Penalty: 757.514587
	Iteration 56Q: 3 clusters Score -242283.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -242286.000000 Penalty: 757.514587
	Iteration 57Q: 3 clusters Score -242286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -242289.093750 Penalty: 757.514587
	Iteration 58Q: 3 clusters Score -242289.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -242293.421875 Penalty: 757.514587
	Iteration 59Q: 3 clusters Score -242293.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -242296.031250 Penalty: 757.514587
	Iteration 60F: 3 clusters Score -242296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -242298.234375 Penalty: 757.514587
	Iteration 61Q: 3 clusters Score -242298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -242300.500000 Penalty: 757.514587
	Iteration 62Q: 3 clusters Score -242300.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -242304.640625 Penalty: 757.514587
	Iteration 63Q: 3 clusters Score -242304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -242307.343750 Penalty: 757.514587
	Iteration 64Q: 3 clusters Score -242307.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -242309.687500 Penalty: 757.514587
	Iteration 65Q: 3 clusters Score -242309.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -242313.718750 Penalty: 757.514587
	Iteration 66Q: 3 clusters Score -242313.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -242317.718750 Penalty: 757.514587
	Iteration 67Q: 3 clusters Score -242317.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -242323.859375 Penalty: 757.514587
	Iteration 68Q: 3 clusters Score -242323.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -242329.578125 Penalty: 757.514587
	Iteration 69Q: 3 clusters Score -242329.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -242332.953125 Penalty: 757.514587
	Iteration 70Q: 3 clusters Score -242333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -242335.078125 Penalty: 757.514587
	Iteration 71Q: 3 clusters Score -242335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -242336.093750 Penalty: 757.514587
	Iteration 72Q: 3 clusters Score -242336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -242336.546875 Penalty: 757.514587
	Iteration 73Q: 3 clusters Score -242336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -242338.640625 Penalty: 757.514587
	Iteration 74Q: 3 clusters Score -242338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -242339.531250 Penalty: 757.514587
	Iteration 75Q: 3 clusters Score -242339.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -242340.640625 Penalty: 757.514587
	Iteration 76Q: 3 clusters Score -242340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -242340.640625 Penalty: 757.514587
	Iteration 77F: 3 clusters Score -242340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 113045 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 104632 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 3233 members 
Entering Unmasked Estep 
Score: -53089916.000000 Penalty: 12474.310547
Splitting cluster 12 changes total score from -53081348.000000 to -53089916.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (100483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Entering Unmasked Estep 
Score: -6282150.000000 Penalty: 524.057373
	Iteration 0F: 2 clusters Score -6282150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6219003.500000 Penalty: 1048.114746
	Iteration 0F: 3 clusters Score -6219004 nChanged 49190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6251870.000000 Penalty: 1048.114746
	Iteration 1F: 3 clusters Score -6251870 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6256272.000000 Penalty: 1048.114746
	Iteration 2F: 3 clusters Score -6256272 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -6262676.500000 Penalty: 1048.114746
	Iteration 3F: 3 clusters Score -6262676 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -6268909.000000 Penalty: 1048.114746
	Iteration 4F: 3 clusters Score -6268909 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -6271738.000000 Penalty: 1048.114746
	Iteration 5F: 3 clusters Score -6271738 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -6272396.500000 Penalty: 1048.114746
	Iteration 6Q: 3 clusters Score -6272396 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -6272597.500000 Penalty: 1048.114746
	Iteration 7Q: 3 clusters Score -6272598 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6272719.500000 Penalty: 1048.114746
	Iteration 8Q: 3 clusters Score -6272720 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -6272816.500000 Penalty: 1048.114746
	Iteration 9Q: 3 clusters Score -6272816 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6272976.500000 Penalty: 1048.114746
	Iteration 10Q: 3 clusters Score -6272976 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6273126.000000 Penalty: 1048.114746
	Iteration 11Q: 3 clusters Score -6273126 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -6273284.500000 Penalty: 1048.114746
	Iteration 12Q: 3 clusters Score -6273284 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6273432.500000 Penalty: 1048.114746
	Iteration 13Q: 3 clusters Score -6273432 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -6273550.000000 Penalty: 1048.114746
	Iteration 14Q: 3 clusters Score -6273550 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -6273675.500000 Penalty: 1048.114746
	Iteration 15Q: 3 clusters Score -6273676 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -6273743.500000 Penalty: 1048.114746
	Iteration 16Q: 3 clusters Score -6273744 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -6273871.000000 Penalty: 1048.114746
	Iteration 17Q: 3 clusters Score -6273871 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -6273955.000000 Penalty: 1048.114746
	Iteration 18Q: 3 clusters Score -6273955 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -6274017.000000 Penalty: 1048.114746
	Iteration 19Q: 3 clusters Score -6274017 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -6274131.500000 Penalty: 1048.114746
	Iteration 20F: 3 clusters Score -6274132 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -6274246.500000 Penalty: 1048.114746
	Iteration 21Q: 3 clusters Score -6274246 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -6274303.500000 Penalty: 1048.114746
	Iteration 22Q: 3 clusters Score -6274304 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -6274425.000000 Penalty: 1048.114746
	Iteration 23Q: 3 clusters Score -6274425 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6274488.000000 Penalty: 1048.114746
	Iteration 24Q: 3 clusters Score -6274488 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -6274577.000000 Penalty: 1048.114746
	Iteration 25Q: 3 clusters Score -6274577 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -6274652.000000 Penalty: 1048.114746
	Iteration 26Q: 3 clusters Score -6274652 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -6274752.500000 Penalty: 1048.114746
	Iteration 27Q: 3 clusters Score -6274752 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -6274852.000000 Penalty: 1048.114746
	Iteration 28Q: 3 clusters Score -6274852 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -6274957.500000 Penalty: 1048.114746
	Iteration 29Q: 3 clusters Score -6274958 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -6275014.000000 Penalty: 1048.114746
	Iteration 30Q: 3 clusters Score -6275014 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6275015.000000 Penalty: 1048.114746
	Iteration 31Q: 3 clusters Score -6275015 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -6275026.500000 Penalty: 1048.114746
	Iteration 32Q: 3 clusters Score -6275026 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -6275075.000000 Penalty: 1048.114746
	Iteration 33Q: 3 clusters Score -6275075 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -6275122.500000 Penalty: 1048.114746
	Iteration 34Q: 3 clusters Score -6275122 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -6275137.500000 Penalty: 1048.114746
	Iteration 35Q: 3 clusters Score -6275138 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -6275137.500000 Penalty: 1048.114746
	Iteration 36Q: 3 clusters Score -6275138 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -6275190.000000 Penalty: 1048.114746
	Iteration 37Q: 3 clusters Score -6275190 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -6275161.500000 Penalty: 1048.114746
	Iteration 38Q: 3 clusters Score -6275162 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -6275179.500000 Penalty: 1048.114746
	Iteration 39Q: 3 clusters Score -6275180 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6275159.000000 Penalty: 1048.114746
	Iteration 40F: 3 clusters Score -6275159 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6275165.500000 Penalty: 1048.114746
	Iteration 41Q: 3 clusters Score -6275166 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6275180.000000 Penalty: 1048.114746
	Iteration 42Q: 3 clusters Score -6275180 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -6275185.000000 Penalty: 1048.114746
	Iteration 43Q: 3 clusters Score -6275185 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6275175.000000 Penalty: 1048.114746
	Iteration 44Q: 3 clusters Score -6275175 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6275175.000000 Penalty: 1048.114746
	Iteration 45Q: 3 clusters Score -6275175 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6275187.000000 Penalty: 1048.114746
	Iteration 46Q: 3 clusters Score -6275187 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -6275199.500000 Penalty: 1048.114746
	Iteration 47Q: 3 clusters Score -6275200 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6275220.000000 Penalty: 1048.114746
	Iteration 48Q: 3 clusters Score -6275220 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6275189.500000 Penalty: 1048.114746
	Iteration 49Q: 3 clusters Score -6275190 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6275186.000000 Penalty: 1048.114746
	Iteration 50Q: 3 clusters Score -6275186 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -6275159.000000 Penalty: 1048.114746
	Iteration 51Q: 3 clusters Score -6275159 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6275147.000000 Penalty: 1048.114746
	Iteration 52Q: 3 clusters Score -6275147 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6275303 nChanged 577
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Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6275302 nChanged 563
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Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43644 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6275352 nChanged 550
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Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6275358 nChanged 582
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Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6275360 nChanged 581
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Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6275386 nChanged 520
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Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6275396 nChanged 544
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Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6275467 nChanged 577
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Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 60820 members 
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Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 61412 members 
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Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 61999 members 
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Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6275812 nChanged 737
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Mstep: Class 1 contains 35360 members 
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Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6275986 nChanged 851
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Mstep: Class 1 contains 33703 members 
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Mstep: Class 1 contains 32826 members 
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Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6276486 nChanged 951
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Mstep: Class 1 contains 30081 members 
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Mstep: Class 1 contains 27934 members 
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Mstep: Class 1 contains 23006 members 
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Mstep: Class 1 contains 22045 members 
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Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 79356 members 
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Mstep: Class 1 contains 19414 members 
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Mstep: Class 1 contains 18625 members 
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Mstep: Class 1 contains 17894 members 
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Mstep: Class 1 contains 17236 members 
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Mstep: Class 1 contains 16578 members 
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Mstep: Class 1 contains 15946 members 
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	Iteration 100F: 3 clusters Score -6278858 nChanged 577
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Mstep: Class 1 contains 15371 members 
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Mstep: Class 1 contains 14840 members 
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Mstep: Class 1 contains 12824 members 
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Mstep: Class 1 contains 11885 members 
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Mstep: Class 1 contains 11020 members 
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Mstep: Class 1 contains 10630 members 
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Mstep: Class 1 contains 10265 members 
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Mstep: Class 1 contains 9865 members 
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Mstep: Class 1 contains 9025 members 
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Mstep: Class 1 contains 8601 members 
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Mstep: Class 1 contains 7570 members 
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 93209 members 
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	Iteration 120F: 3 clusters Score -6279787 nChanged 298
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Mstep: Class 1 contains 6976 members 
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	Iteration 121Q: 3 clusters Score -6279883 nChanged 309
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Mstep: Class 1 contains 6667 members 
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Mstep: Class 2 contains 94125 members 
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Mstep: Class 1 contains 6051 members 
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Mstep: Class 1 contains 5782 members 
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	Iteration 126Q: 3 clusters Score -6280127 nChanged 238
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	Iteration 127Q: 3 clusters Score -6280175 nChanged 220
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	Iteration 140F: 3 clusters Score -6280728 nChanged 107
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	Iteration 142Q: 3 clusters Score -6280788 nChanged 68
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	Iteration 145Q: 3 clusters Score -6280809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -6280826.000000 Penalty: 1048.114746
	Iteration 146Q: 3 clusters Score -6280826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -6280842.500000 Penalty: 1048.114746
	Iteration 147Q: 3 clusters Score -6280842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -6280856.500000 Penalty: 1048.114746
	Iteration 148Q: 3 clusters Score -6280856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -6280869.500000 Penalty: 1048.114746
	Iteration 149Q: 3 clusters Score -6280870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -6280897.000000 Penalty: 1048.114746
	Iteration 150Q: 3 clusters Score -6280897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -6280931.500000 Penalty: 1048.114746
	Iteration 151Q: 3 clusters Score -6280932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -6280961.500000 Penalty: 1048.114746
	Iteration 152Q: 3 clusters Score -6280962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -6281001.500000 Penalty: 1048.114746
	Iteration 153Q: 3 clusters Score -6281002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -6281032.500000 Penalty: 1048.114746
	Iteration 154Q: 3 clusters Score -6281032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -6281057.000000 Penalty: 1048.114746
	Iteration 155Q: 3 clusters Score -6281057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -6281070.500000 Penalty: 1048.114746
	Iteration 156Q: 3 clusters Score -6281070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -6281109.500000 Penalty: 1048.114746
	Iteration 157Q: 3 clusters Score -6281110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -6281143.500000 Penalty: 1048.114746
	Iteration 158Q: 3 clusters Score -6281144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -6281160.500000 Penalty: 1048.114746
	Iteration 159Q: 3 clusters Score -6281160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 98697 members 
Entering Unmasked Estep 
Score: -6281175.000000 Penalty: 1048.114746
	Iteration 160F: 3 clusters Score -6281175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -6281185.000000 Penalty: 1048.114746
	Iteration 161Q: 3 clusters Score -6281185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -6281210.000000 Penalty: 1048.114746
	Iteration 162Q: 3 clusters Score -6281210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -6281219.000000 Penalty: 1048.114746
	Iteration 163Q: 3 clusters Score -6281219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -6281220.500000 Penalty: 1048.114746
	Iteration 164Q: 3 clusters Score -6281220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 98897 members 
Entering Unmasked Estep 
Score: -6281236.000000 Penalty: 1048.114746
	Iteration 165Q: 3 clusters Score -6281236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -6281262.500000 Penalty: 1048.114746
	Iteration 166Q: 3 clusters Score -6281262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -6281266.500000 Penalty: 1048.114746
	Iteration 167Q: 3 clusters Score -6281266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -6281272.500000 Penalty: 1048.114746
	Iteration 168Q: 3 clusters Score -6281272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -6281274.000000 Penalty: 1048.114746
	Iteration 169Q: 3 clusters Score -6281274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -6281283.500000 Penalty: 1048.114746
	Iteration 170Q: 3 clusters Score -6281284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -6281297.000000 Penalty: 1048.114746
	Iteration 171Q: 3 clusters Score -6281297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -6281314.500000 Penalty: 1048.114746
	Iteration 172Q: 3 clusters Score -6281314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -6281334.500000 Penalty: 1048.114746
	Iteration 173Q: 3 clusters Score -6281334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -6281357.500000 Penalty: 1048.114746
	Iteration 174Q: 3 clusters Score -6281358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -6281367.000000 Penalty: 1048.114746
	Iteration 175Q: 3 clusters Score -6281367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -6281386.000000 Penalty: 1048.114746
	Iteration 176Q: 3 clusters Score -6281386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -6281393.500000 Penalty: 1048.114746
	Iteration 177Q: 3 clusters Score -6281394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -6281412.500000 Penalty: 1048.114746
	Iteration 178Q: 3 clusters Score -6281412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -6281401.000000 Penalty: 1048.114746
	Iteration 179Q: 3 clusters Score -6281401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -6281419.500000 Penalty: 1048.114746
	Iteration 180F: 3 clusters Score -6281420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -6281440.000000 Penalty: 1048.114746
	Iteration 181Q: 3 clusters Score -6281440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -6281457.000000 Penalty: 1048.114746
	Iteration 182Q: 3 clusters Score -6281457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -6281478.000000 Penalty: 1048.114746
	Iteration 183Q: 3 clusters Score -6281478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -6281490.000000 Penalty: 1048.114746
	Iteration 184Q: 3 clusters Score -6281490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -6281524.500000 Penalty: 1048.114746
	Iteration 185Q: 3 clusters Score -6281524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -6281527.500000 Penalty: 1048.114746
	Iteration 186Q: 3 clusters Score -6281528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -6281529.500000 Penalty: 1048.114746
	Iteration 187Q: 3 clusters Score -6281530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -6281529.500000 Penalty: 1048.114746
	Iteration 188Q: 3 clusters Score -6281530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -6281539.000000 Penalty: 1048.114746
	Iteration 189Q: 3 clusters Score -6281539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -6281552.500000 Penalty: 1048.114746
	Iteration 190Q: 3 clusters Score -6281552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -6281555.000000 Penalty: 1048.114746
	Iteration 191Q: 3 clusters Score -6281555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -6281561.000000 Penalty: 1048.114746
	Iteration 192Q: 3 clusters Score -6281561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -6281563.500000 Penalty: 1048.114746
	Iteration 193Q: 3 clusters Score -6281564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -6281566.500000 Penalty: 1048.114746
	Iteration 194Q: 3 clusters Score -6281566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -6281564.500000 Penalty: 1048.114746
	Iteration 195Q: 3 clusters Score -6281564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -6281557.500000 Penalty: 1048.114746
	Iteration 196Q: 3 clusters Score -6281558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -6281565.500000 Penalty: 1048.114746
	Iteration 197Q: 3 clusters Score -6281566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -6281576.000000 Penalty: 1048.114746
	Iteration 198Q: 3 clusters Score -6281576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -6281581.500000 Penalty: 1048.114746
	Iteration 199Q: 3 clusters Score -6281582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -6281584.500000 Penalty: 1048.114746
	Iteration 200F: 3 clusters Score -6281584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -6281588.500000 Penalty: 1048.114746
	Iteration 201Q: 3 clusters Score -6281588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -6281588.000000 Penalty: 1048.114746
	Iteration 202Q: 3 clusters Score -6281588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -6281592.000000 Penalty: 1048.114746
	Iteration 203Q: 3 clusters Score -6281592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
Score: -6281596.500000 Penalty: 1048.114746
	Iteration 204Q: 3 clusters Score -6281596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -6281593.500000 Penalty: 1048.114746
	Iteration 205Q: 3 clusters Score -6281594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -6281590.500000 Penalty: 1048.114746
	Iteration 206Q: 3 clusters Score -6281590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -6281591.000000 Penalty: 1048.114746
	Iteration 207Q: 3 clusters Score -6281591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -6281593.000000 Penalty: 1048.114746
	Iteration 208Q: 3 clusters Score -6281593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -6281598.500000 Penalty: 1048.114746
	Iteration 209Q: 3 clusters Score -6281598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -6281598.500000 Penalty: 1048.114746
	Iteration 210Q: 3 clusters Score -6281598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -6281597.500000 Penalty: 1048.114746
	Iteration 211Q: 3 clusters Score -6281598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -6281600.500000 Penalty: 1048.114746
	Iteration 212Q: 3 clusters Score -6281600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -6281597.000000 Penalty: 1048.114746
	Iteration 213Q: 3 clusters Score -6281597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -6281603.500000 Penalty: 1048.114746
	Iteration 214Q: 3 clusters Score -6281604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -6281604.000000 Penalty: 1048.114746
	Iteration 215Q: 3 clusters Score -6281604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -6281610.000000 Penalty: 1048.114746
	Iteration 216Q: 3 clusters Score -6281610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -6281607.500000 Penalty: 1048.114746
	Iteration 217Q: 3 clusters Score -6281608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -6281607.500000 Penalty: 1048.114746
	Iteration 218Q: 3 clusters Score -6281608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -6281607.500000 Penalty: 1048.114746
	Iteration 219F: 3 clusters Score -6281608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Entering Unmasked Estep 
Score: -6475316.500000 Penalty: 525.898315
	Iteration 0F: 2 clusters Score -6475316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -6410488.500000 Penalty: 1051.796631
	Iteration 0F: 3 clusters Score -6410488 nChanged 51458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -6442626.000000 Penalty: 1051.796631
	Iteration 1F: 3 clusters Score -6442626 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -6445528.500000 Penalty: 1051.796631
	Iteration 2F: 3 clusters Score -6445528 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -6450857.500000 Penalty: 1051.796631
	Iteration 3F: 3 clusters Score -6450858 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -6458071.500000 Penalty: 1051.796631
	Iteration 4F: 3 clusters Score -6458072 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -6463727.500000 Penalty: 1051.796631
	Iteration 5F: 3 clusters Score -6463728 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -6465749.000000 Penalty: 1051.796631
	Iteration 6F: 3 clusters Score -6465749 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -6466618.000000 Penalty: 1051.796631
	Iteration 7Q: 3 clusters Score -6466618 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -6467260.500000 Penalty: 1051.796631
	Iteration 8Q: 3 clusters Score -6467260 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -6467954.500000 Penalty: 1051.796631
	Iteration 9Q: 3 clusters Score -6467954 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -6468586.000000 Penalty: 1051.796631
	Iteration 10Q: 3 clusters Score -6468586 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6469066.000000 Penalty: 1051.796631
	Iteration 11Q: 3 clusters Score -6469066 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -6469547.500000 Penalty: 1051.796631
	Iteration 12Q: 3 clusters Score -6469548 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6469960.500000 Penalty: 1051.796631
	Iteration 13Q: 3 clusters Score -6469960 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6470447.000000 Penalty: 1051.796631
	Iteration 14Q: 3 clusters Score -6470447 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -6470862.500000 Penalty: 1051.796631
	Iteration 15Q: 3 clusters Score -6470862 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -6471226.500000 Penalty: 1051.796631
	Iteration 16Q: 3 clusters Score -6471226 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6475055 nChanged 1033
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Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 20094 members 
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Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 19858 members 
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Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 19648 members 
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Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 19463 members 
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Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 19286 members 
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Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 19116 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18526 members 
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Mstep: Class 2 contains 17458 members 
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Mstep: Class 1 contains 87440 members 
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Mstep: Class 1 contains 87536 members 
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	Iteration 60F: 3 clusters Score -6475716 nChanged 84
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Mstep: Class 1 contains 87614 members 
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Mstep: Class 1 contains 87884 members 
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Mstep: Class 1 contains 88014 members 
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	Iteration 79Q: 3 clusters Score -6475528 nChanged 60
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	Iteration 80F: 3 clusters Score -6475525 nChanged 46
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Mstep: Class 1 contains 88688 members 
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	Iteration 82Q: 3 clusters Score -6475524 nChanged 38
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6475533 nChanged 35
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Mstep: Class 1 contains 88862 members 
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Mstep: Class 1 contains 88869 members 
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	Iteration 89Q: 3 clusters Score -6475516 nChanged 10
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	Iteration 90Q: 3 clusters Score -6475520 nChanged 16
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6475498 nChanged 14
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6475494 nChanged 21
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	Iteration 106Q: 3 clusters Score -6475486 nChanged 11
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	Iteration 108Q: 3 clusters Score -6475476 nChanged 2
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Entering Unmasked Estep 
Score: -6475479.500000 Penalty: 1051.796631
	Iteration 109Q: 3 clusters Score -6475480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -6475476.500000 Penalty: 1051.796631
	Iteration 110Q: 3 clusters Score -6475476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -6475476.500000 Penalty: 1051.796631
	Iteration 111F: 3 clusters Score -6475476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 113045 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 89088 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 15544 members 
Entering Unmasked Estep 
Score: -53089960.000000 Penalty: 13098.026367
Splitting cluster 14 changes total score from -53081348.000000 to -53089960.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -43883.574219 Penalty: 300.170135
	Iteration 0F: 2 clusters Score -43883.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43269.175781 Penalty: 600.340271
	Iteration 0F: 3 clusters Score -43269.18 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43700.011719 Penalty: 600.340271
	Iteration 1F: 3 clusters Score -43700.01 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -44021.007812 Penalty: 600.340271
	Iteration 2F: 3 clusters Score -44021.01 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44324.503906 Penalty: 600.340271
	Iteration 3F: 3 clusters Score -44324.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44603.542969 Penalty: 600.340271
	Iteration 4F: 3 clusters Score -44603.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44690.218750 Penalty: 600.340271
	Iteration 5Q: 3 clusters Score -44690.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44788.496094 Penalty: 600.340271
	Iteration 6Q: 3 clusters Score -44788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44899.687500 Penalty: 600.340271
	Iteration 7Q: 3 clusters Score -44899.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44940.585938 Penalty: 600.340271
	Iteration 8Q: 3 clusters Score -44940.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45049.402344 Penalty: 600.340271
	Iteration 9Q: 3 clusters Score -45049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45248.808594 Penalty: 600.340271
	Iteration 10Q: 3 clusters Score -45248.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45293.527344 Penalty: 600.340271
	Iteration 11Q: 3 clusters Score -45293.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45293.527344 Penalty: 600.340271
	Iteration 12F: 3 clusters Score -45293.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 113045 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 89088 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 15544 members 
Mstep: Class 22 contains 273 members 
Entering Unmasked Estep 
Score: -53091012.000000 Penalty: 13721.741211
Splitting cluster 15 changes total score from -53081348.000000 to -53091012.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (97685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Entering Unmasked Estep 
Score: -6004498.000000 Penalty: 522.772400
	Iteration 0F: 2 clusters Score -6004498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -5941956.500000 Penalty: 1045.544800
	Iteration 0F: 3 clusters Score -5941956 nChanged 47744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -5971820.000000 Penalty: 1045.544800
	Iteration 1F: 3 clusters Score -5971820 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -5974683.000000 Penalty: 1045.544800
	Iteration 2F: 3 clusters Score -5974683 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -5978814.500000 Penalty: 1045.544800
	Iteration 3F: 3 clusters Score -5978814 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -5984381.500000 Penalty: 1045.544800
	Iteration 4F: 3 clusters Score -5984382 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -5990079.000000 Penalty: 1045.544800
	Iteration 5F: 3 clusters Score -5990079 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -5993799.000000 Penalty: 1045.544800
	Iteration 6F: 3 clusters Score -5993799 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -5995342.500000 Penalty: 1045.544800
	Iteration 7Q: 3 clusters Score -5995342 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -5996156.500000 Penalty: 1045.544800
	Iteration 8Q: 3 clusters Score -5996156 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -5996871.000000 Penalty: 1045.544800
	Iteration 9Q: 3 clusters Score -5996871 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -5997623.500000 Penalty: 1045.544800
	Iteration 10Q: 3 clusters Score -5997624 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -5998313.500000 Penalty: 1045.544800
	Iteration 11Q: 3 clusters Score -5998314 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -5998944.000000 Penalty: 1045.544800
	Iteration 12Q: 3 clusters Score -5998944 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -5999605.500000 Penalty: 1045.544800
	Iteration 13Q: 3 clusters Score -5999606 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -6000206.500000 Penalty: 1045.544800
	Iteration 14Q: 3 clusters Score -6000206 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -6000759.500000 Penalty: 1045.544800
	Iteration 15Q: 3 clusters Score -6000760 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -6001301.500000 Penalty: 1045.544800
	Iteration 16Q: 3 clusters Score -6001302 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -6001820.000000 Penalty: 1045.544800
	Iteration 17Q: 3 clusters Score -6001820 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -6002271.000000 Penalty: 1045.544800
	Iteration 18Q: 3 clusters Score -6002271 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -6002657.000000 Penalty: 1045.544800
	Iteration 19Q: 3 clusters Score -6002657 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -6003002.000000 Penalty: 1045.544800
	Iteration 20F: 3 clusters Score -6003002 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -6003282.500000 Penalty: 1045.544800
	Iteration 21Q: 3 clusters Score -6003282 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -6003473.000000 Penalty: 1045.544800
	Iteration 22Q: 3 clusters Score -6003473 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -6003641.000000 Penalty: 1045.544800
	Iteration 23Q: 3 clusters Score -6003641 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -6003775.500000 Penalty: 1045.544800
	Iteration 24Q: 3 clusters Score -6003776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -6003847.000000 Penalty: 1045.544800
	Iteration 25Q: 3 clusters Score -6003847 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -6003924.500000 Penalty: 1045.544800
	Iteration 26Q: 3 clusters Score -6003924 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -6003950.000000 Penalty: 1045.544800
	Iteration 27Q: 3 clusters Score -6003950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -6003987.000000 Penalty: 1045.544800
	Iteration 28Q: 3 clusters Score -6003987 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -6004001.000000 Penalty: 1045.544800
	Iteration 29Q: 3 clusters Score -6004001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
Score: -6004031.000000 Penalty: 1045.544800
	Iteration 30Q: 3 clusters Score -6004031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -6004047.500000 Penalty: 1045.544800
	Iteration 31Q: 3 clusters Score -6004048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -6004072.500000 Penalty: 1045.544800
	Iteration 32Q: 3 clusters Score -6004072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -6004093.000000 Penalty: 1045.544800
	Iteration 33Q: 3 clusters Score -6004093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -6004108.000000 Penalty: 1045.544800
	Iteration 34Q: 3 clusters Score -6004108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -6004111.500000 Penalty: 1045.544800
	Iteration 35Q: 3 clusters Score -6004112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -6004109.500000 Penalty: 1045.544800
	Iteration 36Q: 3 clusters Score -6004110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 97443 members 
Entering Unmasked Estep 
Score: -6004111.000000 Penalty: 1045.544800
	Iteration 37Q: 3 clusters Score -6004111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -6004115.500000 Penalty: 1045.544800
	Iteration 38Q: 3 clusters Score -6004116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -6004115.500000 Penalty: 1045.544800
	Iteration 39Q: 3 clusters Score -6004116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -6004121.500000 Penalty: 1045.544800
	Iteration 40F: 3 clusters Score -6004122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -6004131.500000 Penalty: 1045.544800
	Iteration 41Q: 3 clusters Score -6004132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -6004130.500000 Penalty: 1045.544800
	Iteration 42Q: 3 clusters Score -6004130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 97468 members 
Entering Unmasked Estep 
Score: -6004135.000000 Penalty: 1045.544800
	Iteration 43Q: 3 clusters Score -6004135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -6004142.500000 Penalty: 1045.544800
	Iteration 44Q: 3 clusters Score -6004142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -6004139.500000 Penalty: 1045.544800
	Iteration 45Q: 3 clusters Score -6004140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -6004141.500000 Penalty: 1045.544800
	Iteration 46Q: 3 clusters Score -6004142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -6004146.500000 Penalty: 1045.544800
	Iteration 47Q: 3 clusters Score -6004146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -6004146.500000 Penalty: 1045.544800
	Iteration 48F: 3 clusters Score -6004146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -639461.625000 Penalty: 419.608734
	Iteration 0F: 2 clusters Score -639461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -632664.125000 Penalty: 839.217468
	Iteration 0F: 3 clusters Score -632664.1 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -635526.500000 Penalty: 839.217468
	Iteration 1F: 3 clusters Score -635526.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -635990.500000 Penalty: 839.217468
	Iteration 2F: 3 clusters Score -635990.5 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -636683.375000 Penalty: 839.217468
	Iteration 3F: 3 clusters Score -636683.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -637590.000000 Penalty: 839.217468
	Iteration 4F: 3 clusters Score -637590 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -638385.125000 Penalty: 839.217468
	Iteration 5F: 3 clusters Score -638385.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -638822.125000 Penalty: 839.217468
	Iteration 6Q: 3 clusters Score -638822.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -638993.562500 Penalty: 839.217468
	Iteration 7Q: 3 clusters Score -638993.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -639051.437500 Penalty: 839.217468
	Iteration 8Q: 3 clusters Score -639051.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -639076.375000 Penalty: 839.217468
	Iteration 9Q: 3 clusters Score -639076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -639085.437500 Penalty: 839.217468
	Iteration 10Q: 3 clusters Score -639085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -639091.375000 Penalty: 839.217468
	Iteration 11Q: 3 clusters Score -639091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -639092.750000 Penalty: 839.217468
	Iteration 12Q: 3 clusters Score -639092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -639098.062500 Penalty: 839.217468
	Iteration 13Q: 3 clusters Score -639098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -639108.875000 Penalty: 839.217468
	Iteration 14Q: 3 clusters Score -639108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -639110.875000 Penalty: 839.217468
	Iteration 15Q: 3 clusters Score -639110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -639110.875000 Penalty: 839.217468
	Iteration 16F: 3 clusters Score -639110.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Entering Unmasked Estep 
Score: -5978940.000000 Penalty: 522.911926
	Iteration 0F: 2 clusters Score -5978940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -5915385.500000 Penalty: 1045.823853
	Iteration 0F: 3 clusters Score -5915386 nChanged 47883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -5944093.000000 Penalty: 1045.823853
	Iteration 1F: 3 clusters Score -5944093 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5945795.500000 Penalty: 1045.823853
	Iteration 2Q: 3 clusters Score -5945796 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5948435.500000 Penalty: 1045.823853
	Iteration 3F: 3 clusters Score -5948436 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5952506.500000 Penalty: 1045.823853
	Iteration 4F: 3 clusters Score -5952506 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -5958127.000000 Penalty: 1045.823853
	Iteration 5F: 3 clusters Score -5958127 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5964179.000000 Penalty: 1045.823853
	Iteration 6F: 3 clusters Score -5964179 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5968942.000000 Penalty: 1045.823853
	Iteration 7F: 3 clusters Score -5968942 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5971513.500000 Penalty: 1045.823853
	Iteration 8Q: 3 clusters Score -5971514 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5972746.000000 Penalty: 1045.823853
	Iteration 9Q: 3 clusters Score -5972746 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -5973415.000000 Penalty: 1045.823853
	Iteration 10Q: 3 clusters Score -5973415 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -5973793.500000 Penalty: 1045.823853
	Iteration 11Q: 3 clusters Score -5973794 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5974173.000000 Penalty: 1045.823853
	Iteration 12Q: 3 clusters Score -5974173 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5974562.500000 Penalty: 1045.823853
	Iteration 13Q: 3 clusters Score -5974562 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5974901.500000 Penalty: 1045.823853
	Iteration 14Q: 3 clusters Score -5974902 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5975214.500000 Penalty: 1045.823853
	Iteration 15Q: 3 clusters Score -5975214 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -5975425.500000 Penalty: 1045.823853
	Iteration 16Q: 3 clusters Score -5975426 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -5975773.500000 Penalty: 1045.823853
	Iteration 17Q: 3 clusters Score -5975774 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -5976068.500000 Penalty: 1045.823853
	Iteration 18Q: 3 clusters Score -5976068 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5976326.500000 Penalty: 1045.823853
	Iteration 19Q: 3 clusters Score -5976326 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -5976591.000000 Penalty: 1045.823853
	Iteration 20F: 3 clusters Score -5976591 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5976922.000000 Penalty: 1045.823853
	Iteration 21Q: 3 clusters Score -5976922 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5977216.500000 Penalty: 1045.823853
	Iteration 22Q: 3 clusters Score -5977216 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5977392.500000 Penalty: 1045.823853
	Iteration 23Q: 3 clusters Score -5977392 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -5977637.500000 Penalty: 1045.823853
	Iteration 24Q: 3 clusters Score -5977638 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5977816.500000 Penalty: 1045.823853
	Iteration 25Q: 3 clusters Score -5977816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5977943.500000 Penalty: 1045.823853
	Iteration 26Q: 3 clusters Score -5977944 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5978049.000000 Penalty: 1045.823853
	Iteration 27Q: 3 clusters Score -5978049 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96223 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5978189.500000 Penalty: 1045.823853
	Iteration 28Q: 3 clusters Score -5978190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5978272.500000 Penalty: 1045.823853
	Iteration 29Q: 3 clusters Score -5978272 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5978346.000000 Penalty: 1045.823853
	Iteration 30Q: 3 clusters Score -5978346 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5978438.500000 Penalty: 1045.823853
	Iteration 31Q: 3 clusters Score -5978438 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5978491.000000 Penalty: 1045.823853
	Iteration 32Q: 3 clusters Score -5978491 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5978553.000000 Penalty: 1045.823853
	Iteration 33Q: 3 clusters Score -5978553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5978582.500000 Penalty: 1045.823853
	Iteration 34Q: 3 clusters Score -5978582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5978599.500000 Penalty: 1045.823853
	Iteration 35Q: 3 clusters Score -5978600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5978613.500000 Penalty: 1045.823853
	Iteration 36Q: 3 clusters Score -5978614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5978637.000000 Penalty: 1045.823853
	Iteration 37Q: 3 clusters Score -5978637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5978646.500000 Penalty: 1045.823853
	Iteration 38Q: 3 clusters Score -5978646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5978653.500000 Penalty: 1045.823853
	Iteration 39Q: 3 clusters Score -5978654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5978655.500000 Penalty: 1045.823853
	Iteration 40F: 3 clusters Score -5978656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5978658.500000 Penalty: 1045.823853
	Iteration 41Q: 3 clusters Score -5978658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5978662.500000 Penalty: 1045.823853
	Iteration 42Q: 3 clusters Score -5978662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5978668.000000 Penalty: 1045.823853
	Iteration 43Q: 3 clusters Score -5978668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5978675.000000 Penalty: 1045.823853
	Iteration 44Q: 3 clusters Score -5978675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5978675.000000 Penalty: 1045.823853
	Iteration 45Q: 3 clusters Score -5978675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5978686.000000 Penalty: 1045.823853
	Iteration 46Q: 3 clusters Score -5978686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5978681.500000 Penalty: 1045.823853
	Iteration 47Q: 3 clusters Score -5978682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5978689.000000 Penalty: 1045.823853
	Iteration 48Q: 3 clusters Score -5978689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5978694.000000 Penalty: 1045.823853
	Iteration 49Q: 3 clusters Score -5978694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5978688.000000 Penalty: 1045.823853
	Iteration 50Q: 3 clusters Score -5978688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5978690.500000 Penalty: 1045.823853
	Iteration 51Q: 3 clusters Score -5978690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5978684.000000 Penalty: 1045.823853
	Iteration 52Q: 3 clusters Score -5978684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5978686.000000 Penalty: 1045.823853
	Iteration 53Q: 3 clusters Score -5978686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5978684.000000 Penalty: 1045.823853
	Iteration 54Q: 3 clusters Score -5978684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5978684.000000 Penalty: 1045.823853
	Iteration 55Q: 3 clusters Score -5978684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5978680.000000 Penalty: 1045.823853
	Iteration 56Q: 3 clusters Score -5978680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5978682.500000 Penalty: 1045.823853
	Iteration 57Q: 3 clusters Score -5978682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5978687.000000 Penalty: 1045.823853
	Iteration 58Q: 3 clusters Score -5978687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5978687.500000 Penalty: 1045.823853
	Iteration 59Q: 3 clusters Score -5978688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5978686.000000 Penalty: 1045.823853
	Iteration 60F: 3 clusters Score -5978686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5978687.500000 Penalty: 1045.823853
	Iteration 61Q: 3 clusters Score -5978688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5978687.500000 Penalty: 1045.823853
	Iteration 62Q: 3 clusters Score -5978688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5978687.500000 Penalty: 1045.823853
	Iteration 63F: 3 clusters Score -5978688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 5 contains 125713 members 
Mstep: Class 6 contains 94056 members 
Mstep: Class 7 contains 106561 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 113045 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 100483 members 
Mstep: Class 14 contains 89088 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 97685 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 97985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53097424.000000 Penalty: 13721.741211
Iteration 39Q: 23 clusters Score -5.309742e+07 nChanged 22835
Entering Unmasked Mstep 
Mstep: Class 0 contains 734 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 125938 members 
Mstep: Class 6 contains 94662 members 
Mstep: Class 7 contains 105124 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 107753 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 9576 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 102373 members 
Mstep: Class 14 contains 91827 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 97942 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 98499 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 15239 members 
Mstep: Class 22 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53110328.000000 Penalty: 13721.741211
Iteration 40F: 23 clusters Score -5.311033e+07 nChanged 23712
Entering Unmasked Mstep 
Mstep: Class 0 contains 653 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 124474 members 
Mstep: Class 6 contains 95250 members 
Mstep: Class 7 contains 103912 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 102387 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 11018 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 103132 members 
Mstep: Class 14 contains 94215 members 
Mstep: Class 15 contains 510 members 
Mstep: Class 16 contains 97290 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 97715 members 
Mstep: Class 19 contains 7686 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53121460.000000 Penalty: 13721.741211
Iteration 41Q: 23 clusters Score -5.312146e+07 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 682 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 692 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 123159 members 
Mstep: Class 6 contains 96332 members 
Mstep: Class 7 contains 102419 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 97880 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 11 contains 12276 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 103609 members 
Mstep: Class 14 contains 96352 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 96706 members 
Mstep: Class 17 contains 12212 members 
Mstep: Class 18 contains 97054 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 17342 members 
Mstep: Class 22 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53128112.000000 Penalty: 13721.741211
Iteration 42Q: 23 clusters Score -5.312811e+07 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 719 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 121671 members 
Mstep: Class 6 contains 97933 members 
Mstep: Class 7 contains 100737 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 94082 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 13622 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 103857 members 
Mstep: Class 14 contains 97925 members 
Mstep: Class 15 contains 542 members 
Mstep: Class 16 contains 96106 members 
Mstep: Class 17 contains 13048 members 
Mstep: Class 18 contains 96409 members 
Mstep: Class 19 contains 9193 members 
Mstep: Class 20 contains 3639 members 
Mstep: Class 21 contains 18439 members 
Mstep: Class 22 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53132036.000000 Penalty: 13721.741211
Iteration 43Q: 23 clusters Score -5.313204e+07 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 743 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 120110 members 
Mstep: Class 6 contains 99962 members 
Mstep: Class 7 contains 98804 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 90927 members 
Mstep: Class 10 contains 8703 members 
Mstep: Class 11 contains 14971 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 103893 members 
Mstep: Class 14 contains 99104 members 
Mstep: Class 15 contains 566 members 
Mstep: Class 16 contains 95481 members 
Mstep: Class 17 contains 13830 members 
Mstep: Class 18 contains 95707 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 3731 members 
Mstep: Class 21 contains 19628 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53132676.000000 Penalty: 13721.741211
Iteration 44Q: 23 clusters Score -5.313268e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 784 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 118482 members 
Mstep: Class 6 contains 102251 members 
Mstep: Class 7 contains 96906 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 88468 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 16299 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 103787 members 
Mstep: Class 14 contains 99829 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 94717 members 
Mstep: Class 17 contains 14532 members 
Mstep: Class 18 contains 95005 members 
Mstep: Class 19 contains 10430 members 
Mstep: Class 20 contains 3806 members 
Mstep: Class 21 contains 20870 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53136512.000000 Penalty: 13721.741211
Iteration 45Q: 23 clusters Score -5.313651e+07 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 786 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 116861 members 
Mstep: Class 6 contains 104529 members 
Mstep: Class 7 contains 95295 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 86660 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 103532 members 
Mstep: Class 14 contains 100233 members 
Mstep: Class 15 contains 597 members 
Mstep: Class 16 contains 93887 members 
Mstep: Class 17 contains 15126 members 
Mstep: Class 18 contains 94241 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 22188 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 23 clusters Score -5.313937e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 115286 members 
Mstep: Class 6 contains 106781 members 
Mstep: Class 7 contains 93801 members 
Mstep: Class 8 contains 2895 members 
Mstep: Class 9 contains 85374 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 103099 members 
Mstep: Class 14 contains 100393 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 93091 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 93405 members 
Mstep: Class 19 contains 11347 members 
Mstep: Class 20 contains 3903 members 
Mstep: Class 21 contains 23524 members 
Mstep: Class 22 contains 606 members 
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Iteration 47Q: 23 clusters Score -5.314147e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 837 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 113729 members 
Mstep: Class 6 contains 108957 members 
Mstep: Class 7 contains 92437 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 84620 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 102558 members 
Mstep: Class 14 contains 100339 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 92205 members 
Mstep: Class 17 contains 16122 members 
Mstep: Class 18 contains 92545 members 
Mstep: Class 19 contains 11785 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 24877 members 
Mstep: Class 22 contains 611 members 
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Iteration 48Q: 23 clusters Score -5.314531e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 744 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 112393 members 
Mstep: Class 6 contains 111001 members 
Mstep: Class 7 contains 91281 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 84168 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 20661 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 101885 members 
Mstep: Class 14 contains 100126 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 91295 members 
Mstep: Class 17 contains 16532 members 
Mstep: Class 18 contains 91687 members 
Mstep: Class 19 contains 12205 members 
Mstep: Class 20 contains 3964 members 
Mstep: Class 21 contains 26200 members 
Mstep: Class 22 contains 609 members 
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Iteration 49Q: 23 clusters Score -5.314674e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 860 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 111171 members 
Mstep: Class 6 contains 112930 members 
Mstep: Class 7 contains 90198 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 83852 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 21526 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 101258 members 
Mstep: Class 14 contains 99814 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 90426 members 
Mstep: Class 17 contains 16898 members 
Mstep: Class 18 contains 90884 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 4005 members 
Mstep: Class 21 contains 27499 members 
Mstep: Class 22 contains 609 members 
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Iteration 50Q: 23 clusters Score -5.314828e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 110049 members 
Mstep: Class 6 contains 114663 members 
Mstep: Class 7 contains 89285 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 83637 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 22334 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 100627 members 
Mstep: Class 14 contains 99353 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 89665 members 
Mstep: Class 17 contains 17258 members 
Mstep: Class 18 contains 90093 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 28776 members 
Mstep: Class 22 contains 610 members 
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Iteration 51Q: 23 clusters Score -5.31496e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 878 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 108919 members 
Mstep: Class 6 contains 116132 members 
Mstep: Class 7 contains 88768 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 83518 members 
Mstep: Class 10 contains 8235 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 100021 members 
Mstep: Class 14 contains 98808 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 88925 members 
Mstep: Class 17 contains 17601 members 
Mstep: Class 18 contains 89262 members 
Mstep: Class 19 contains 13439 members 
Mstep: Class 20 contains 4036 members 
Mstep: Class 21 contains 30012 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -5.315084e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 897 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 107891 members 
Mstep: Class 6 contains 117270 members 
Mstep: Class 7 contains 88330 members 
Mstep: Class 8 contains 3002 members 
Mstep: Class 9 contains 83432 members 
Mstep: Class 10 contains 8215 members 
Mstep: Class 11 contains 23805 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 99431 members 
Mstep: Class 14 contains 98208 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 88341 members 
Mstep: Class 17 contains 17920 members 
Mstep: Class 18 contains 88565 members 
Mstep: Class 19 contains 13863 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 31201 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -5.315207e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 897 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 106921 members 
Mstep: Class 6 contains 118171 members 
Mstep: Class 7 contains 88117 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 83370 members 
Mstep: Class 10 contains 8209 members 
Mstep: Class 11 contains 24519 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 98847 members 
Mstep: Class 14 contains 97641 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 87799 members 
Mstep: Class 17 contains 18223 members 
Mstep: Class 18 contains 87905 members 
Mstep: Class 19 contains 14243 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 32313 members 
Mstep: Class 22 contains 609 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -5.315232e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 899 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 106066 members 
Mstep: Class 6 contains 118726 members 
Mstep: Class 7 contains 88134 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 83322 members 
Mstep: Class 10 contains 8205 members 
Mstep: Class 11 contains 25236 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 98236 members 
Mstep: Class 14 contains 97064 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 87354 members 
Mstep: Class 17 contains 18559 members 
Mstep: Class 18 contains 87272 members 
Mstep: Class 19 contains 14594 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 33404 members 
Mstep: Class 22 contains 608 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -5.315122e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 921 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 105253 members 
Mstep: Class 6 contains 118821 members 
Mstep: Class 7 contains 88380 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 83398 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 25932 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 97707 members 
Mstep: Class 14 contains 96501 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 86940 members 
Mstep: Class 17 contains 18891 members 
Mstep: Class 18 contains 86686 members 
Mstep: Class 19 contains 14949 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 34425 members 
Mstep: Class 22 contains 608 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -5.315346e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 912 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 104485 members 
Mstep: Class 6 contains 118560 members 
Mstep: Class 7 contains 88699 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 83531 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 26579 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 97319 members 
Mstep: Class 14 contains 95955 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 86648 members 
Mstep: Class 17 contains 19269 members 
Mstep: Class 18 contains 86127 members 
Mstep: Class 19 contains 15246 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 35399 members 
Mstep: Class 22 contains 608 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -5.315493e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 902 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 103842 members 
Mstep: Class 6 contains 117901 members 
Mstep: Class 7 contains 89169 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 83591 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 27188 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 97012 members 
Mstep: Class 14 contains 95459 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 86425 members 
Mstep: Class 17 contains 19694 members 
Mstep: Class 18 contains 85637 members 
Mstep: Class 19 contains 15560 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 36284 members 
Mstep: Class 22 contains 607 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -5.315543e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 907 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 103235 members 
Mstep: Class 6 contains 117002 members 
Mstep: Class 7 contains 89664 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 83643 members 
Mstep: Class 10 contains 8124 members 
Mstep: Class 11 contains 27723 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 96781 members 
Mstep: Class 14 contains 95061 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 86167 members 
Mstep: Class 17 contains 20136 members 
Mstep: Class 18 contains 85263 members 
Mstep: Class 19 contains 15835 members 
Mstep: Class 20 contains 3920 members 
Mstep: Class 21 contains 37150 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -5.315516e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 911 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 102670 members 
Mstep: Class 6 contains 116011 members 
Mstep: Class 7 contains 90079 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 83735 members 
Mstep: Class 10 contains 8122 members 
Mstep: Class 11 contains 28254 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 96533 members 
Mstep: Class 14 contains 94654 members 
Mstep: Class 15 contains 618 members 
Mstep: Class 16 contains 85968 members 
Mstep: Class 17 contains 20634 members 
Mstep: Class 18 contains 84972 members 
Mstep: Class 19 contains 16070 members 
Mstep: Class 20 contains 3880 members 
Mstep: Class 21 contains 37995 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -5.315931e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 702 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2233 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 101822 members 
Mstep: Class 6 contains 114801 members 
Mstep: Class 7 contains 90553 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 83790 members 
Mstep: Class 10 contains 8020 members 
Mstep: Class 11 contains 29084 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 96320 members 
Mstep: Class 14 contains 93952 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 85706 members 
Mstep: Class 17 contains 21148 members 
Mstep: Class 18 contains 84606 members 
Mstep: Class 19 contains 16477 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 39159 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -5.316356e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 666 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 101011 members 
Mstep: Class 6 contains 113620 members 
Mstep: Class 7 contains 90902 members 
Mstep: Class 8 contains 3238 members 
Mstep: Class 9 contains 83790 members 
Mstep: Class 10 contains 7893 members 
Mstep: Class 11 contains 29880 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 96169 members 
Mstep: Class 14 contains 93402 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 85419 members 
Mstep: Class 17 contains 21662 members 
Mstep: Class 18 contains 84197 members 
Mstep: Class 19 contains 16901 members 
Mstep: Class 20 contains 3802 members 
Mstep: Class 21 contains 40324 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -5.316437e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 2213 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 100250 members 
Mstep: Class 6 contains 112460 members 
Mstep: Class 7 contains 91215 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 83789 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 30658 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 95979 members 
Mstep: Class 14 contains 92948 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 85076 members 
Mstep: Class 17 contains 22197 members 
Mstep: Class 18 contains 83732 members 
Mstep: Class 19 contains 17309 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 41539 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -5.316544e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 669 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 99498 members 
Mstep: Class 6 contains 111264 members 
Mstep: Class 7 contains 91370 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 83842 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 11 contains 31413 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 95756 members 
Mstep: Class 14 contains 92492 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 84772 members 
Mstep: Class 17 contains 22786 members 
Mstep: Class 18 contains 83222 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 3744 members 
Mstep: Class 21 contains 42810 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -5.316569e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 98761 members 
Mstep: Class 6 contains 110111 members 
Mstep: Class 7 contains 91433 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 83948 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 32193 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 95555 members 
Mstep: Class 14 contains 92066 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 84454 members 
Mstep: Class 17 contains 23292 members 
Mstep: Class 18 contains 82658 members 
Mstep: Class 19 contains 18221 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -5.316695e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 98048 members 
Mstep: Class 6 contains 108994 members 
Mstep: Class 7 contains 91379 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 84109 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 32989 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 95364 members 
Mstep: Class 14 contains 91729 members 
Mstep: Class 15 contains 674 members 
Mstep: Class 16 contains 84120 members 
Mstep: Class 17 contains 23803 members 
Mstep: Class 18 contains 82032 members 
Mstep: Class 19 contains 18650 members 
Mstep: Class 20 contains 3682 members 
Mstep: Class 21 contains 45307 members 
Mstep: Class 22 contains 604 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -5.316785e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1131 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 97354 members 
Mstep: Class 6 contains 107929 members 
Mstep: Class 7 contains 91365 members 
Mstep: Class 8 contains 3421 members 
Mstep: Class 9 contains 84243 members 
Mstep: Class 10 contains 7511 members 
Mstep: Class 11 contains 33752 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 95081 members 
Mstep: Class 14 contains 91364 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 83782 members 
Mstep: Class 17 contains 24302 members 
Mstep: Class 18 contains 81430 members 
Mstep: Class 19 contains 19069 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 46582 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -5.316919e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 96661 members 
Mstep: Class 6 contains 106836 members 
Mstep: Class 7 contains 91357 members 
Mstep: Class 8 contains 3436 members 
Mstep: Class 9 contains 84307 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 34504 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 94781 members 
Mstep: Class 14 contains 91013 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 83478 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 80800 members 
Mstep: Class 19 contains 19524 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 47947 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -5.316976e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 96016 members 
Mstep: Class 6 contains 105810 members 
Mstep: Class 7 contains 91329 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 84333 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 35221 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 94430 members 
Mstep: Class 14 contains 90616 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 83212 members 
Mstep: Class 17 contains 25191 members 
Mstep: Class 18 contains 80194 members 
Mstep: Class 19 contains 19998 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 49286 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -5.317042e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 95405 members 
Mstep: Class 6 contains 104848 members 
Mstep: Class 7 contains 91325 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 84298 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 35904 members 
Mstep: Class 12 contains 1938 members 
Mstep: Class 13 contains 94018 members 
Mstep: Class 14 contains 90318 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 82915 members 
Mstep: Class 17 contains 25601 members 
Mstep: Class 18 contains 79560 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 50620 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -5.317109e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 94814 members 
Mstep: Class 6 contains 103963 members 
Mstep: Class 7 contains 91203 members 
Mstep: Class 8 contains 3504 members 
Mstep: Class 9 contains 84303 members 
Mstep: Class 10 contains 7367 members 
Mstep: Class 11 contains 36550 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 93676 members 
Mstep: Class 14 contains 90005 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 82587 members 
Mstep: Class 17 contains 25962 members 
Mstep: Class 18 contains 78857 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 52007 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -5.317141e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 94322 members 
Mstep: Class 6 contains 103185 members 
Mstep: Class 7 contains 91030 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 84341 members 
Mstep: Class 10 contains 7343 members 
Mstep: Class 11 contains 37138 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 93363 members 
Mstep: Class 14 contains 89713 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 82190 members 
Mstep: Class 17 contains 26323 members 
Mstep: Class 18 contains 78045 members 
Mstep: Class 19 contains 21408 members 
Mstep: Class 20 contains 3500 members 
Mstep: Class 21 contains 53434 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53171800.000000 Penalty: 13721.741211
Iteration 72Q: 23 clusters Score -5.31718e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 93901 members 
Mstep: Class 6 contains 102559 members 
Mstep: Class 7 contains 90862 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 84349 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 37727 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 92961 members 
Mstep: Class 14 contains 89436 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 81826 members 
Mstep: Class 17 contains 26625 members 
Mstep: Class 18 contains 77227 members 
Mstep: Class 19 contains 21806 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 54849 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53170732.000000 Penalty: 13721.741211
Iteration 73Q: 23 clusters Score -5.317073e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 667 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 93481 members 
Mstep: Class 6 contains 102044 members 
Mstep: Class 7 contains 90670 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 84283 members 
Mstep: Class 10 contains 7282 members 
Mstep: Class 11 contains 38317 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 92543 members 
Mstep: Class 14 contains 89133 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 81457 members 
Mstep: Class 17 contains 26962 members 
Mstep: Class 18 contains 76457 members 
Mstep: Class 19 contains 22187 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 56291 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53170632.000000 Penalty: 13721.741211
Iteration 74Q: 23 clusters Score -5.317063e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 93123 members 
Mstep: Class 6 contains 101566 members 
Mstep: Class 7 contains 90551 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 84222 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 38898 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 92113 members 
Mstep: Class 14 contains 88779 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 81055 members 
Mstep: Class 17 contains 27311 members 
Mstep: Class 18 contains 75733 members 
Mstep: Class 19 contains 22503 members 
Mstep: Class 20 contains 3429 members 
Mstep: Class 21 contains 57745 members 
Mstep: Class 22 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53173300.000000 Penalty: 13721.741211
Iteration 75Q: 23 clusters Score -5.31733e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 92781 members 
Mstep: Class 6 contains 101130 members 
Mstep: Class 7 contains 90439 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 84202 members 
Mstep: Class 10 contains 7200 members 
Mstep: Class 11 contains 39538 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 91693 members 
Mstep: Class 14 contains 88428 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 80636 members 
Mstep: Class 17 contains 27638 members 
Mstep: Class 18 contains 74987 members 
Mstep: Class 19 contains 22786 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 59182 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53172892.000000 Penalty: 13721.741211
Iteration 76Q: 23 clusters Score -5.317289e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 92481 members 
Mstep: Class 6 contains 100679 members 
Mstep: Class 7 contains 90406 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 84208 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 11 contains 40197 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 91300 members 
Mstep: Class 14 contains 88052 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 80207 members 
Mstep: Class 17 contains 27923 members 
Mstep: Class 18 contains 74138 members 
Mstep: Class 19 contains 23006 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 60690 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53172500.000000 Penalty: 13721.741211
Iteration 77Q: 23 clusters Score -5.31725e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 5 contains 92208 members 
Mstep: Class 6 contains 100244 members 
Mstep: Class 7 contains 90390 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 84240 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 40828 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 90919 members 
Mstep: Class 14 contains 87616 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79795 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 73325 members 
Mstep: Class 19 contains 23201 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 62241 members 
Mstep: Class 22 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53174032.000000 Penalty: 13721.741211
Iteration 78Q: 23 clusters Score -5.317403e+07 nChanged 7412
Entering ConstructFrom: 
Score: -53174032.000000 Penalty: 13721.741211
Entering ConstructFrom: 
Trying to split cluster 1 (18213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Entering Unmasked Estep 
Score: -1176068.250000 Penalty: 446.350037
	Iteration 0F: 2 clusters Score -1176068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1163878.125000 Penalty: 892.700073
	Iteration 0F: 3 clusters Score -1163878 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1168729.250000 Penalty: 892.700073
	Iteration 1F: 3 clusters Score -1168729 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1168871.625000 Penalty: 892.700073
	Iteration 2Q: 3 clusters Score -1168872 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1169002.750000 Penalty: 892.700073
	Iteration 3Q: 3 clusters Score -1169003 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1169128.750000 Penalty: 892.700073
	Iteration 4Q: 3 clusters Score -1169129 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1169272.500000 Penalty: 892.700073
	Iteration 5Q: 3 clusters Score -1169272 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1169449.625000 Penalty: 892.700073
	Iteration 6Q: 3 clusters Score -1169450 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1169681.000000 Penalty: 892.700073
	Iteration 7Q: 3 clusters Score -1169681 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1170046.750000 Penalty: 892.700073
	Iteration 8Q: 3 clusters Score -1170047 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1170627.000000 Penalty: 892.700073
	Iteration 9F: 3 clusters Score -1170627 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1171457.750000 Penalty: 892.700073
	Iteration 10F: 3 clusters Score -1171458 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1172369.500000 Penalty: 892.700073
	Iteration 11F: 3 clusters Score -1172370 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1173142.625000 Penalty: 892.700073
	Iteration 12F: 3 clusters Score -1173143 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1173797.625000 Penalty: 892.700073
	Iteration 13Q: 3 clusters Score -1173798 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1174278.250000 Penalty: 892.700073
	Iteration 14Q: 3 clusters Score -1174278 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1174623.750000 Penalty: 892.700073
	Iteration 15Q: 3 clusters Score -1174624 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1174921.250000 Penalty: 892.700073
	Iteration 16Q: 3 clusters Score -1174921 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1175163.250000 Penalty: 892.700073
	Iteration 17Q: 3 clusters Score -1175163 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1175330.875000 Penalty: 892.700073
	Iteration 18Q: 3 clusters Score -1175331 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1175473.625000 Penalty: 892.700073
	Iteration 19Q: 3 clusters Score -1175474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1175535.875000 Penalty: 892.700073
	Iteration 20F: 3 clusters Score -1175536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1175578.500000 Penalty: 892.700073
	Iteration 21Q: 3 clusters Score -1175578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1175609.125000 Penalty: 892.700073
	Iteration 22Q: 3 clusters Score -1175609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1175625.750000 Penalty: 892.700073
	Iteration 23Q: 3 clusters Score -1175626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1175635.000000 Penalty: 892.700073
	Iteration 24Q: 3 clusters Score -1175635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1175641.500000 Penalty: 892.700073
	Iteration 25Q: 3 clusters Score -1175642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1175648.125000 Penalty: 892.700073
	Iteration 26Q: 3 clusters Score -1175648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1175654.125000 Penalty: 892.700073
	Iteration 27Q: 3 clusters Score -1175654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1175657.125000 Penalty: 892.700073
	Iteration 28Q: 3 clusters Score -1175657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1175664.500000 Penalty: 892.700073
	Iteration 29Q: 3 clusters Score -1175664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1175668.250000 Penalty: 892.700073
	Iteration 30Q: 3 clusters Score -1175668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1175672.750000 Penalty: 892.700073
	Iteration 31Q: 3 clusters Score -1175673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1175677.250000 Penalty: 892.700073
	Iteration 32Q: 3 clusters Score -1175677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1175679.625000 Penalty: 892.700073
	Iteration 33Q: 3 clusters Score -1175680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1175681.375000 Penalty: 892.700073
	Iteration 34Q: 3 clusters Score -1175681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1175683.625000 Penalty: 892.700073
	Iteration 35Q: 3 clusters Score -1175684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1175684.250000 Penalty: 892.700073
	Iteration 36Q: 3 clusters Score -1175684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1175684.250000 Penalty: 892.700073
	Iteration 37F: 3 clusters Score -1175684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -44938.890625 Penalty: 322.560547
	Iteration 0F: 2 clusters Score -44938.89 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 556 members 
Entering Unmasked Estep 
Score: -44124.800781 Penalty: 645.121094
	Iteration 0F: 3 clusters Score -44124.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -45280.945312 Penalty: 645.121094
	Iteration 1F: 3 clusters Score -45280.95 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -45803.433594 Penalty: 645.121094
	Iteration 2F: 3 clusters Score -45803.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -46321.960938 Penalty: 645.121094
	Iteration 3F: 3 clusters Score -46321.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -46701.136719 Penalty: 645.121094
	Iteration 4F: 3 clusters Score -46701.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47102.125000 Penalty: 645.121094
	Iteration 5Q: 3 clusters Score -47102.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -47501.792969 Penalty: 645.121094
	Iteration 6Q: 3 clusters Score -47501.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47678.386719 Penalty: 645.121094
	Iteration 7Q: 3 clusters Score -47678.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47696.500000 Penalty: 645.121094
	Iteration 8Q: 3 clusters Score -47696.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47702.179688 Penalty: 645.121094
	Iteration 9Q: 3 clusters Score -47702.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47705.519531 Penalty: 645.121094
	Iteration 10Q: 3 clusters Score -47705.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47707.632812 Penalty: 645.121094
	Iteration 11Q: 3 clusters Score -47707.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47717.378906 Penalty: 645.121094
	Iteration 12F: 3 clusters Score -47717.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47718.613281 Penalty: 645.121094
	Iteration 13Q: 3 clusters Score -47718.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47718.613281 Penalty: 645.121094
	Iteration 14F: 3 clusters Score -47718.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 90383 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Entering Unmasked Estep 
Score: -53177328.000000 Penalty: 14345.457031
Splitting cluster 2 changes total score from -53174032.000000 to -53177328.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -135384.734375 Penalty: 349.468994
	Iteration 0F: 2 clusters Score -135384.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -133863.750000 Penalty: 698.937988
	Iteration 0F: 3 clusters Score -133863.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135140.953125 Penalty: 698.937988
	Iteration 1F: 3 clusters Score -135141 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -136225.671875 Penalty: 698.937988
	Iteration 2F: 3 clusters Score -136225.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136825.609375 Penalty: 698.937988
	Iteration 3F: 3 clusters Score -136825.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136920.140625 Penalty: 698.937988
	Iteration 4Q: 3 clusters Score -136920.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136940.109375 Penalty: 698.937988
	Iteration 5Q: 3 clusters Score -136940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136944.453125 Penalty: 698.937988
	Iteration 6Q: 3 clusters Score -136944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136949.375000 Penalty: 698.937988
	Iteration 7Q: 3 clusters Score -136949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136949.359375 Penalty: 698.937988
	Iteration 8Q: 3 clusters Score -136949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136950.437500 Penalty: 698.937988
	Iteration 9Q: 3 clusters Score -136950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136951.609375 Penalty: 698.937988
	Iteration 10Q: 3 clusters Score -136951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136951.640625 Penalty: 698.937988
	Iteration 11Q: 3 clusters Score -136951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136952.468750 Penalty: 698.937988
	Iteration 12Q: 3 clusters Score -136952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136952.937500 Penalty: 698.937988
	Iteration 13Q: 3 clusters Score -136952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136952.937500 Penalty: 698.937988
	Iteration 14F: 3 clusters Score -136952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 90383 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
Score: -53178340.000000 Penalty: 14969.172852
Splitting cluster 3 changes total score from -53174032.000000 to -53178340.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -312300.343750 Penalty: 388.983093
	Iteration 0F: 2 clusters Score -312300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -308847.312500 Penalty: 777.966187
	Iteration 0F: 3 clusters Score -308847.3 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -311052.562500 Penalty: 777.966187
	Iteration 1F: 3 clusters Score -311052.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -311844.812500 Penalty: 777.966187
	Iteration 2F: 3 clusters Score -311844.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -312259.062500 Penalty: 777.966187
	Iteration 3F: 3 clusters Score -312259.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -312544.968750 Penalty: 777.966187
	Iteration 4F: 3 clusters Score -312545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -312841.812500 Penalty: 777.966187
	Iteration 5F: 3 clusters Score -312841.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -313211.406250 Penalty: 777.966187
	Iteration 6F: 3 clusters Score -313211.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -313471.062500 Penalty: 777.966187
	Iteration 7Q: 3 clusters Score -313471.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -313663.812500 Penalty: 777.966187
	Iteration 8Q: 3 clusters Score -313663.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -313758.000000 Penalty: 777.966187
	Iteration 9Q: 3 clusters Score -313758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -313841.093750 Penalty: 777.966187
	Iteration 10Q: 3 clusters Score -313841.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -313892.875000 Penalty: 777.966187
	Iteration 11Q: 3 clusters Score -313892.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -313921.812500 Penalty: 777.966187
	Iteration 12Q: 3 clusters Score -313921.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -313932.500000 Penalty: 777.966187
	Iteration 13Q: 3 clusters Score -313932.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -313950.156250 Penalty: 777.966187
	Iteration 14Q: 3 clusters Score -313950.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -313965.031250 Penalty: 777.966187
	Iteration 15Q: 3 clusters Score -313965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -313977.125000 Penalty: 777.966187
	Iteration 16Q: 3 clusters Score -313977.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -313996.843750 Penalty: 777.966187
	Iteration 17Q: 3 clusters Score -313996.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -314017.906250 Penalty: 777.966187
	Iteration 18Q: 3 clusters Score -314017.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -314047.687500 Penalty: 777.966187
	Iteration 19Q: 3 clusters Score -314047.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -314077.281250 Penalty: 777.966187
	Iteration 20F: 3 clusters Score -314077.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -314100.718750 Penalty: 777.966187
	Iteration 21Q: 3 clusters Score -314100.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -314131.968750 Penalty: 777.966187
	Iteration 22Q: 3 clusters Score -314132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -314165.437500 Penalty: 777.966187
	Iteration 23Q: 3 clusters Score -314165.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -314196.375000 Penalty: 777.966187
	Iteration 24Q: 3 clusters Score -314196.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -314236.937500 Penalty: 777.966187
	Iteration 25Q: 3 clusters Score -314236.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -314267.218750 Penalty: 777.966187
	Iteration 26Q: 3 clusters Score -314267.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -314286.687500 Penalty: 777.966187
	Iteration 27Q: 3 clusters Score -314286.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -314309.968750 Penalty: 777.966187
	Iteration 28Q: 3 clusters Score -314310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -314324.218750 Penalty: 777.966187
	Iteration 29Q: 3 clusters Score -314324.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -314336.000000 Penalty: 777.966187
	Iteration 30Q: 3 clusters Score -314336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -314342.531250 Penalty: 777.966187
	Iteration 31Q: 3 clusters Score -314342.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -314345.500000 Penalty: 777.966187
	Iteration 32Q: 3 clusters Score -314345.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -314351.281250 Penalty: 777.966187
	Iteration 33Q: 3 clusters Score -314351.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -314348.875000 Penalty: 777.966187
	Iteration 34Q: 3 clusters Score -314348.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -314352.656250 Penalty: 777.966187
	Iteration 35Q: 3 clusters Score -314352.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -314359.781250 Penalty: 777.966187
	Iteration 36Q: 3 clusters Score -314359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -314358.062500 Penalty: 777.966187
	Iteration 37Q: 3 clusters Score -314358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -314365.687500 Penalty: 777.966187
	Iteration 38Q: 3 clusters Score -314365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -314368.218750 Penalty: 777.966187
	Iteration 39Q: 3 clusters Score -314368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -314364.968750 Penalty: 777.966187
	Iteration 40F: 3 clusters Score -314365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -314369.343750 Penalty: 777.966187
	Iteration 41Q: 3 clusters Score -314369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -314369.343750 Penalty: 777.966187
	Iteration 42Q: 3 clusters Score -314369.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 43Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -314371.000000 Penalty: 777.966187
	Iteration 44Q: 3 clusters Score -314371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -314370.312500 Penalty: 777.966187
	Iteration 45Q: 3 clusters Score -314370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -314366.562500 Penalty: 777.966187
	Iteration 46Q: 3 clusters Score -314366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -314361.125000 Penalty: 777.966187
	Iteration 47Q: 3 clusters Score -314361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -314368.468750 Penalty: 777.966187
	Iteration 48Q: 3 clusters Score -314368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.843750 Penalty: 777.966187
	Iteration 49Q: 3 clusters Score -314369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314372.093750 Penalty: 777.966187
	Iteration 50Q: 3 clusters Score -314372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314369.031250 Penalty: 777.966187
	Iteration 51Q: 3 clusters Score -314369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314371.156250 Penalty: 777.966187
	Iteration 52Q: 3 clusters Score -314371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314362.250000 Penalty: 777.966187
	Iteration 53Q: 3 clusters Score -314362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -314369.500000 Penalty: 777.966187
	Iteration 54Q: 3 clusters Score -314369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314368.406250 Penalty: 777.966187
	Iteration 55Q: 3 clusters Score -314368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -314368.718750 Penalty: 777.966187
	Iteration 56Q: 3 clusters Score -314368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.718750 Penalty: 777.966187
	Iteration 57Q: 3 clusters Score -314367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314367.968750 Penalty: 777.966187
	Iteration 58Q: 3 clusters Score -314368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314372.812500 Penalty: 777.966187
	Iteration 59Q: 3 clusters Score -314372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -314368.843750 Penalty: 777.966187
	Iteration 60F: 3 clusters Score -314368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314364.000000 Penalty: 777.966187
	Iteration 61Q: 3 clusters Score -314364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314366.062500 Penalty: 777.966187
	Iteration 62Q: 3 clusters Score -314366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 63Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314369.093750 Penalty: 777.966187
	Iteration 64Q: 3 clusters Score -314369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.000000 Penalty: 777.966187
	Iteration 65Q: 3 clusters Score -314367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314371.781250 Penalty: 777.966187
	Iteration 66Q: 3 clusters Score -314371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314362.250000 Penalty: 777.966187
	Iteration 67Q: 3 clusters Score -314362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -314369.500000 Penalty: 777.966187
	Iteration 68Q: 3 clusters Score -314369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314368.406250 Penalty: 777.966187
	Iteration 69Q: 3 clusters Score -314368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -314368.718750 Penalty: 777.966187
	Iteration 70Q: 3 clusters Score -314368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.718750 Penalty: 777.966187
	Iteration 71Q: 3 clusters Score -314367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314367.968750 Penalty: 777.966187
	Iteration 72Q: 3 clusters Score -314368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314372.812500 Penalty: 777.966187
	Iteration 73Q: 3 clusters Score -314372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -314368.843750 Penalty: 777.966187
	Iteration 74Q: 3 clusters Score -314368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314364.000000 Penalty: 777.966187
	Iteration 75Q: 3 clusters Score -314364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314366.062500 Penalty: 777.966187
	Iteration 76Q: 3 clusters Score -314366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 77Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314369.093750 Penalty: 777.966187
	Iteration 78Q: 3 clusters Score -314369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.000000 Penalty: 777.966187
	Iteration 79Q: 3 clusters Score -314367 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -314371.8 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 82Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 83Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 84Q: 3 clusters Score -314368.7 nChanged 3
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 86Q: 3 clusters Score -314368 nChanged 4
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	Iteration 87Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 88Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 89Q: 3 clusters Score -314364 nChanged 3
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	Iteration 90Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 91Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 92Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 93Q: 3 clusters Score -314367 nChanged 8
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	Iteration 94Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 95Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 96Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 97Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 98Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 99Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 100F: 3 clusters Score -314368 nChanged 4
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	Iteration 101Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 102Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 103Q: 3 clusters Score -314364 nChanged 3
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	Iteration 104Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 105Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 106Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 107Q: 3 clusters Score -314367 nChanged 8
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	Iteration 108Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 109Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 110Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 111Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 112Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 113Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 114Q: 3 clusters Score -314368 nChanged 4
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	Iteration 115Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 116Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 117Q: 3 clusters Score -314364 nChanged 3
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	Iteration 118Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 119Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 120F: 3 clusters Score -314369.1 nChanged 6
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	Iteration 121Q: 3 clusters Score -314367 nChanged 8
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	Iteration 122Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 123Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 124Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 125Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 126Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 127Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 128Q: 3 clusters Score -314368 nChanged 4
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	Iteration 129Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 130Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 131Q: 3 clusters Score -314364 nChanged 3
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	Iteration 132Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 133Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 134Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 135Q: 3 clusters Score -314367 nChanged 8
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	Iteration 136Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 137Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 138Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 139Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 140F: 3 clusters Score -314368.7 nChanged 3
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	Iteration 141Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 142Q: 3 clusters Score -314368 nChanged 4
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	Iteration 143Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 144Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 145Q: 3 clusters Score -314364 nChanged 3
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	Iteration 146Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 147Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 148Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 149Q: 3 clusters Score -314367 nChanged 8
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	Iteration 150Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 151Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 152Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 153Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 154Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 155Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 156Q: 3 clusters Score -314368 nChanged 4
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	Iteration 157Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 158Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 159Q: 3 clusters Score -314364 nChanged 3
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	Iteration 160F: 3 clusters Score -314366.1 nChanged 1
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	Iteration 161Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 162Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 163Q: 3 clusters Score -314367 nChanged 8
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	Iteration 164Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 165Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 166Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 167Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 168Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 170Q: 3 clusters Score -314368 nChanged 4
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	Iteration 171Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 172Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 173Q: 3 clusters Score -314364 nChanged 3
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	Iteration 174Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 175Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 176Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 177Q: 3 clusters Score -314367 nChanged 8
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	Iteration 178Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 179Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 180F: 3 clusters Score -314369.5 nChanged 4
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	Iteration 181Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 182Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 183Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 184Q: 3 clusters Score -314368 nChanged 4
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	Iteration 185Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 186Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 187Q: 3 clusters Score -314364 nChanged 3
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	Iteration 188Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 189Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 190Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 191Q: 3 clusters Score -314367 nChanged 8
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	Iteration 192Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 193Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 194Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 200F: 3 clusters Score -314368.8 nChanged 7
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	Iteration 201Q: 3 clusters Score -314364 nChanged 3
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	Iteration 203Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 205Q: 3 clusters Score -314367 nChanged 8
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	Iteration 206Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 211Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 212Q: 3 clusters Score -314368 nChanged 4
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	Iteration 213Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 214Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 215Q: 3 clusters Score -314364 nChanged 3
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	Iteration 217Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 218Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 219Q: 3 clusters Score -314367 nChanged 8
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	Iteration 220F: 3 clusters Score -314371.8 nChanged 3
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	Iteration 222Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 223Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 224Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 225Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 226Q: 3 clusters Score -314368 nChanged 4
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	Iteration 227Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 228Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 229Q: 3 clusters Score -314364 nChanged 3
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	Iteration 233Q: 3 clusters Score -314367 nChanged 8
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	Iteration 234Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 236Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 237Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 239Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 240F: 3 clusters Score -314368 nChanged 4
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	Iteration 241Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 243Q: 3 clusters Score -314364 nChanged 3
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	Iteration 247Q: 3 clusters Score -314367 nChanged 8
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	Iteration 261Q: 3 clusters Score -314367 nChanged 8
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	Iteration 267Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 268Q: 3 clusters Score -314368 nChanged 4
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	Iteration 269Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 270Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 271Q: 3 clusters Score -314364 nChanged 3
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	Iteration 272Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 273Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 274Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 275Q: 3 clusters Score -314367 nChanged 8
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	Iteration 276Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 277Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 278Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 279Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 280F: 3 clusters Score -314368.7 nChanged 3
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	Iteration 281Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 282Q: 3 clusters Score -314368 nChanged 4
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	Iteration 283Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 284Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 285Q: 3 clusters Score -314364 nChanged 3
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	Iteration 286Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 287Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 288Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 289Q: 3 clusters Score -314367 nChanged 8
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	Iteration 290Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 291Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 292Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 293Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 294Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 295Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 296Q: 3 clusters Score -314368 nChanged 4
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	Iteration 297Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 298Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 299Q: 3 clusters Score -314364 nChanged 3
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	Iteration 300F: 3 clusters Score -314366.1 nChanged 1
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	Iteration 301Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 302Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 303Q: 3 clusters Score -314367 nChanged 8
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	Iteration 304Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 305Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 306Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 307Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 308Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 309Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 310Q: 3 clusters Score -314368 nChanged 4
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	Iteration 311Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 312Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 313Q: 3 clusters Score -314364 nChanged 3
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	Iteration 314Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 315Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 316Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 317Q: 3 clusters Score -314367 nChanged 8
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	Iteration 318Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 319Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 320F: 3 clusters Score -314369.5 nChanged 4
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	Iteration 321Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 322Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 323Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 324Q: 3 clusters Score -314368 nChanged 4
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	Iteration 325Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 326Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 327Q: 3 clusters Score -314364 nChanged 3
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	Iteration 328Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 329Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 330Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 331Q: 3 clusters Score -314367 nChanged 8
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	Iteration 332Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 334Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 335Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 336Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 337Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 338Q: 3 clusters Score -314368 nChanged 4
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	Iteration 339Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 340F: 3 clusters Score -314368.8 nChanged 7
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	Iteration 343Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 344Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 345Q: 3 clusters Score -314367 nChanged 8
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	Iteration 348Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 349Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 350Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 351Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 353Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 355Q: 3 clusters Score -314364 nChanged 3
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	Iteration 357Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 359Q: 3 clusters Score -314367 nChanged 8
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	Iteration 360F: 3 clusters Score -314371.8 nChanged 3
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	Iteration 361Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 362Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 363Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 364Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 365Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 366Q: 3 clusters Score -314368 nChanged 4
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	Iteration 367Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 368Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 369Q: 3 clusters Score -314364 nChanged 3
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	Iteration 370Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 371Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 372Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 373Q: 3 clusters Score -314367 nChanged 8
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	Iteration 374Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 375Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 376Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 377Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 378Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 379Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 380F: 3 clusters Score -314368 nChanged 4
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	Iteration 381Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 382Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 383Q: 3 clusters Score -314364 nChanged 3
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	Iteration 384Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 385Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 387Q: 3 clusters Score -314367 nChanged 8
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	Iteration 389Q: 3 clusters Score -314362.2 nChanged 5
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	Iteration 390Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 391Q: 3 clusters Score -314368.4 nChanged 3
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	Iteration 392Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 393Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 394Q: 3 clusters Score -314368 nChanged 4
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	Iteration 397Q: 3 clusters Score -314364 nChanged 3
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	Iteration 400F: 3 clusters Score -314369.1 nChanged 6
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	Iteration 401Q: 3 clusters Score -314367 nChanged 8
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	Iteration 402Q: 3 clusters Score -314371.8 nChanged 3
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	Iteration 404Q: 3 clusters Score -314369.5 nChanged 4
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	Iteration 406Q: 3 clusters Score -314368.7 nChanged 3
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	Iteration 407Q: 3 clusters Score -314367.7 nChanged 8
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	Iteration 408Q: 3 clusters Score -314368 nChanged 4
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	Iteration 409Q: 3 clusters Score -314372.8 nChanged 1
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	Iteration 410Q: 3 clusters Score -314368.8 nChanged 7
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	Iteration 411Q: 3 clusters Score -314364 nChanged 3
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	Iteration 412Q: 3 clusters Score -314366.1 nChanged 1
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	Iteration 413Q: 3 clusters Score -314369.8 nChanged 4
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	Iteration 414Q: 3 clusters Score -314369.1 nChanged 6
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	Iteration 415Q: 3 clusters Score -314367 nChanged 8
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	Iteration 420F: 3 clusters Score -314368.7 nChanged 3
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	Iteration 425Q: 3 clusters Score -314364 nChanged 3
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	Iteration 429Q: 3 clusters Score -314367 nChanged 8
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	Iteration 443Q: 3 clusters Score -314367 nChanged 8
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	Iteration 454Q: 3 clusters Score -314366.1 nChanged 1
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Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 455Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314369.093750 Penalty: 777.966187
	Iteration 456Q: 3 clusters Score -314369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.000000 Penalty: 777.966187
	Iteration 457Q: 3 clusters Score -314367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314371.781250 Penalty: 777.966187
	Iteration 458Q: 3 clusters Score -314371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314362.250000 Penalty: 777.966187
	Iteration 459Q: 3 clusters Score -314362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -314369.500000 Penalty: 777.966187
	Iteration 460F: 3 clusters Score -314369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314368.406250 Penalty: 777.966187
	Iteration 461Q: 3 clusters Score -314368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -314368.718750 Penalty: 777.966187
	Iteration 462Q: 3 clusters Score -314368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.718750 Penalty: 777.966187
	Iteration 463Q: 3 clusters Score -314367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314367.968750 Penalty: 777.966187
	Iteration 464Q: 3 clusters Score -314368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314372.812500 Penalty: 777.966187
	Iteration 465Q: 3 clusters Score -314372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -314368.843750 Penalty: 777.966187
	Iteration 466Q: 3 clusters Score -314368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314364.000000 Penalty: 777.966187
	Iteration 467Q: 3 clusters Score -314364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314366.062500 Penalty: 777.966187
	Iteration 468Q: 3 clusters Score -314366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 469Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314369.093750 Penalty: 777.966187
	Iteration 470Q: 3 clusters Score -314369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.000000 Penalty: 777.966187
	Iteration 471Q: 3 clusters Score -314367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314371.781250 Penalty: 777.966187
	Iteration 472Q: 3 clusters Score -314371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314362.250000 Penalty: 777.966187
	Iteration 473Q: 3 clusters Score -314362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -314369.500000 Penalty: 777.966187
	Iteration 474Q: 3 clusters Score -314369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314368.406250 Penalty: 777.966187
	Iteration 475Q: 3 clusters Score -314368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -314368.718750 Penalty: 777.966187
	Iteration 476Q: 3 clusters Score -314368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.718750 Penalty: 777.966187
	Iteration 477Q: 3 clusters Score -314367.7 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314367.968750 Penalty: 777.966187
	Iteration 478Q: 3 clusters Score -314368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314372.812500 Penalty: 777.966187
	Iteration 479Q: 3 clusters Score -314372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -314368.843750 Penalty: 777.966187
	Iteration 480F: 3 clusters Score -314368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314364.000000 Penalty: 777.966187
	Iteration 481Q: 3 clusters Score -314364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314366.062500 Penalty: 777.966187
	Iteration 482Q: 3 clusters Score -314366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 483Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314369.093750 Penalty: 777.966187
	Iteration 484Q: 3 clusters Score -314369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314367.000000 Penalty: 777.966187
	Iteration 485Q: 3 clusters Score -314367 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314371.781250 Penalty: 777.966187
	Iteration 486Q: 3 clusters Score -314371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314362.250000 Penalty: 777.966187
	Iteration 487Q: 3 clusters Score -314362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -314369.500000 Penalty: 777.966187
	Iteration 488Q: 3 clusters Score -314369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -314368.406250 Penalty: 777.966187
	Iteration 489Q: 3 clusters Score -314368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
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	Iteration 490Q: 3 clusters Score -314368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
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	Iteration 491Q: 3 clusters Score -314367.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314367.968750 Penalty: 777.966187
	Iteration 492Q: 3 clusters Score -314368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314372.812500 Penalty: 777.966187
	Iteration 493Q: 3 clusters Score -314372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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	Iteration 494Q: 3 clusters Score -314368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314364.000000 Penalty: 777.966187
	Iteration 495Q: 3 clusters Score -314364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -314366.062500 Penalty: 777.966187
	Iteration 496Q: 3 clusters Score -314366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -314369.812500 Penalty: 777.966187
	Iteration 497Q: 3 clusters Score -314369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -314369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
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	Iteration 499Q: 3 clusters Score -314367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -314371.781250 Penalty: 777.966187
	Iteration 500F: 3 clusters Score -314371.8 nChanged 3
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 90383 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Entering Unmasked Estep 
Score: -53180268.000000 Penalty: 15592.887695
Splitting cluster 4 changes total score from -53174032.000000 to -53180268.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (91900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91900 members 
Entering Unmasked Estep 
Score: -5643583.500000 Penalty: 519.994751
	Iteration 0F: 2 clusters Score -5643584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -5582171.500000 Penalty: 1039.989502
	Iteration 0F: 3 clusters Score -5582172 nChanged 45044
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5609354 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5609992 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -5610881.000000 Penalty: 1039.989502
	Iteration 3Q: 3 clusters Score -5610881 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -5612011.500000 Penalty: 1039.989502
	Iteration 4Q: 3 clusters Score -5612012 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -5613760.000000 Penalty: 1039.989502
	Iteration 5Q: 3 clusters Score -5613760 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -5616173.000000 Penalty: 1039.989502
	Iteration 6Q: 3 clusters Score -5616173 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -5619715.000000 Penalty: 1039.989502
	Iteration 7F: 3 clusters Score -5619715 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -5624390.000000 Penalty: 1039.989502
	Iteration 8F: 3 clusters Score -5624390 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -5628806.000000 Penalty: 1039.989502
	Iteration 9F: 3 clusters Score -5628806 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -5631444.500000 Penalty: 1039.989502
	Iteration 10Q: 3 clusters Score -5631444 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -5632612.000000 Penalty: 1039.989502
	Iteration 11Q: 3 clusters Score -5632612 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -5633172.500000 Penalty: 1039.989502
	Iteration 12Q: 3 clusters Score -5633172 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -5633542.500000 Penalty: 1039.989502
	Iteration 13Q: 3 clusters Score -5633542 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -5633884.500000 Penalty: 1039.989502
	Iteration 14Q: 3 clusters Score -5633884 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -5634264.500000 Penalty: 1039.989502
	Iteration 15Q: 3 clusters Score -5634264 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -5634680.500000 Penalty: 1039.989502
	Iteration 16Q: 3 clusters Score -5634680 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -5635130.500000 Penalty: 1039.989502
	Iteration 17Q: 3 clusters Score -5635130 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -5635609.500000 Penalty: 1039.989502
	Iteration 18Q: 3 clusters Score -5635610 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -5636180.000000 Penalty: 1039.989502
	Iteration 19Q: 3 clusters Score -5636180 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -5636689.000000 Penalty: 1039.989502
	Iteration 20F: 3 clusters Score -5636689 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -5637245.500000 Penalty: 1039.989502
	Iteration 21Q: 3 clusters Score -5637246 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -5637790.000000 Penalty: 1039.989502
	Iteration 22Q: 3 clusters Score -5637790 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -5638301.000000 Penalty: 1039.989502
	Iteration 23Q: 3 clusters Score -5638301 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -5638815.000000 Penalty: 1039.989502
	Iteration 24Q: 3 clusters Score -5638815 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -5639263.500000 Penalty: 1039.989502
	Iteration 25Q: 3 clusters Score -5639264 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 82677 members 
Entering Unmasked Estep 
Score: -5639649.500000 Penalty: 1039.989502
	Iteration 26Q: 3 clusters Score -5639650 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -5639974.500000 Penalty: 1039.989502
	Iteration 27Q: 3 clusters Score -5639974 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -5640246.500000 Penalty: 1039.989502
	Iteration 28Q: 3 clusters Score -5640246 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -5640550.000000 Penalty: 1039.989502
	Iteration 29Q: 3 clusters Score -5640550 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -5640847.500000 Penalty: 1039.989502
	Iteration 30Q: 3 clusters Score -5640848 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -5641101.000000 Penalty: 1039.989502
	Iteration 31Q: 3 clusters Score -5641101 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -5641382.000000 Penalty: 1039.989502
	Iteration 32Q: 3 clusters Score -5641382 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -5641578.500000 Penalty: 1039.989502
	Iteration 33Q: 3 clusters Score -5641578 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -5641835.000000 Penalty: 1039.989502
	Iteration 34Q: 3 clusters Score -5641835 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -5642039.000000 Penalty: 1039.989502
	Iteration 35Q: 3 clusters Score -5642039 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -5642210.000000 Penalty: 1039.989502
	Iteration 36Q: 3 clusters Score -5642210 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -5642345.500000 Penalty: 1039.989502
	Iteration 37Q: 3 clusters Score -5642346 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -5642444.500000 Penalty: 1039.989502
	Iteration 38Q: 3 clusters Score -5642444 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -5642554.500000 Penalty: 1039.989502
	Iteration 39Q: 3 clusters Score -5642554 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -5642628.000000 Penalty: 1039.989502
	Iteration 40F: 3 clusters Score -5642628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -5642740.500000 Penalty: 1039.989502
	Iteration 41Q: 3 clusters Score -5642740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -5642816.500000 Penalty: 1039.989502
	Iteration 42Q: 3 clusters Score -5642816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -5642863.500000 Penalty: 1039.989502
	Iteration 43Q: 3 clusters Score -5642864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -5642909.500000 Penalty: 1039.989502
	Iteration 44Q: 3 clusters Score -5642910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -5642956.000000 Penalty: 1039.989502
	Iteration 45Q: 3 clusters Score -5642956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -5642985.000000 Penalty: 1039.989502
	Iteration 46Q: 3 clusters Score -5642985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -5643015.000000 Penalty: 1039.989502
	Iteration 47Q: 3 clusters Score -5643015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -5643029.500000 Penalty: 1039.989502
	Iteration 48Q: 3 clusters Score -5643030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -5643040.000000 Penalty: 1039.989502
	Iteration 49Q: 3 clusters Score -5643040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -5643066.500000 Penalty: 1039.989502
	Iteration 50Q: 3 clusters Score -5643066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -5643075.500000 Penalty: 1039.989502
	Iteration 51Q: 3 clusters Score -5643076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -5643085.500000 Penalty: 1039.989502
	Iteration 52Q: 3 clusters Score -5643086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -5643091.500000 Penalty: 1039.989502
	Iteration 53Q: 3 clusters Score -5643092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -5643101.500000 Penalty: 1039.989502
	Iteration 54Q: 3 clusters Score -5643102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -5643110.000000 Penalty: 1039.989502
	Iteration 55Q: 3 clusters Score -5643110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -5643119.500000 Penalty: 1039.989502
	Iteration 56Q: 3 clusters Score -5643120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -5643125.000000 Penalty: 1039.989502
	Iteration 57Q: 3 clusters Score -5643125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -5643123.500000 Penalty: 1039.989502
	Iteration 58Q: 3 clusters Score -5643124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -5643128.000000 Penalty: 1039.989502
	Iteration 59Q: 3 clusters Score -5643128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -5643135.500000 Penalty: 1039.989502
	Iteration 60F: 3 clusters Score -5643136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -5643140.500000 Penalty: 1039.989502
	Iteration 61Q: 3 clusters Score -5643140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -5643140.000000 Penalty: 1039.989502
	Iteration 62Q: 3 clusters Score -5643140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -5643141.500000 Penalty: 1039.989502
	Iteration 63Q: 3 clusters Score -5643142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -5643143.000000 Penalty: 1039.989502
	Iteration 64Q: 3 clusters Score -5643143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -5643142.500000 Penalty: 1039.989502
	Iteration 65Q: 3 clusters Score -5643142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -5643142.500000 Penalty: 1039.989502
	Iteration 66F: 3 clusters Score -5643142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Entering Unmasked Estep 
Score: -6125919.000000 Penalty: 523.753845
	Iteration 0F: 2 clusters Score -6125919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -6059299.000000 Penalty: 1047.507690
	Iteration 0F: 3 clusters Score -6059299 nChanged 49031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6089021.500000 Penalty: 1047.507690
	Iteration 1F: 3 clusters Score -6089022 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -6090460.000000 Penalty: 1047.507690
	Iteration 2Q: 3 clusters Score -6090460 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -6092977.000000 Penalty: 1047.507690
	Iteration 3Q: 3 clusters Score -6092977 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -6097124.500000 Penalty: 1047.507690
	Iteration 4F: 3 clusters Score -6097124 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -6103023.000000 Penalty: 1047.507690
	Iteration 5F: 3 clusters Score -6103023 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -6108593.000000 Penalty: 1047.507690
	Iteration 6F: 3 clusters Score -6108593 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -6111345.500000 Penalty: 1047.507690
	Iteration 7F: 3 clusters Score -6111346 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6112452.000000 Penalty: 1047.507690
	Iteration 8Q: 3 clusters Score -6112452 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -6113065.000000 Penalty: 1047.507690
	Iteration 9Q: 3 clusters Score -6113065 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -6113641.000000 Penalty: 1047.507690
	Iteration 10Q: 3 clusters Score -6113641 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -6114279.000000 Penalty: 1047.507690
	Iteration 11Q: 3 clusters Score -6114279 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -6114944.500000 Penalty: 1047.507690
	Iteration 12Q: 3 clusters Score -6114944 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -6115771.000000 Penalty: 1047.507690
	Iteration 13Q: 3 clusters Score -6115771 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6116637.000000 Penalty: 1047.507690
	Iteration 14Q: 3 clusters Score -6116637 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6117464.000000 Penalty: 1047.507690
	Iteration 15Q: 3 clusters Score -6117464 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -6118263.000000 Penalty: 1047.507690
	Iteration 16Q: 3 clusters Score -6118263 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -6119119.000000 Penalty: 1047.507690
	Iteration 17Q: 3 clusters Score -6119119 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -6120010.500000 Penalty: 1047.507690
	Iteration 18Q: 3 clusters Score -6120010 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -6120799.000000 Penalty: 1047.507690
	Iteration 19Q: 3 clusters Score -6120799 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -6121510.500000 Penalty: 1047.507690
	Iteration 20F: 3 clusters Score -6121510 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -6122162.500000 Penalty: 1047.507690
	Iteration 21Q: 3 clusters Score -6122162 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -6122761.000000 Penalty: 1047.507690
	Iteration 22Q: 3 clusters Score -6122761 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -6123291.500000 Penalty: 1047.507690
	Iteration 23Q: 3 clusters Score -6123292 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94958 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6123711.000000 Penalty: 1047.507690
	Iteration 24Q: 3 clusters Score -6123711 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6124080.500000 Penalty: 1047.507690
	Iteration 25Q: 3 clusters Score -6124080 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6124387.000000 Penalty: 1047.507690
	Iteration 26Q: 3 clusters Score -6124387 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6124617.500000 Penalty: 1047.507690
	Iteration 27Q: 3 clusters Score -6124618 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6124804.000000 Penalty: 1047.507690
	Iteration 28Q: 3 clusters Score -6124804 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6124947.500000 Penalty: 1047.507690
	Iteration 29Q: 3 clusters Score -6124948 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6125045.000000 Penalty: 1047.507690
	Iteration 30Q: 3 clusters Score -6125045 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6125132.000000 Penalty: 1047.507690
	Iteration 31Q: 3 clusters Score -6125132 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6125188.000000 Penalty: 1047.507690
	Iteration 32Q: 3 clusters Score -6125188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6125217.500000 Penalty: 1047.507690
	Iteration 33Q: 3 clusters Score -6125218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6125247.000000 Penalty: 1047.507690
	Iteration 34Q: 3 clusters Score -6125247 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6125284.500000 Penalty: 1047.507690
	Iteration 35Q: 3 clusters Score -6125284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6125298.000000 Penalty: 1047.507690
	Iteration 36Q: 3 clusters Score -6125298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6125338.500000 Penalty: 1047.507690
	Iteration 37Q: 3 clusters Score -6125338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6125373.000000 Penalty: 1047.507690
	Iteration 38Q: 3 clusters Score -6125373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6125376.500000 Penalty: 1047.507690
	Iteration 39Q: 3 clusters Score -6125376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6125395.500000 Penalty: 1047.507690
	Iteration 40F: 3 clusters Score -6125396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6125417.500000 Penalty: 1047.507690
	Iteration 41Q: 3 clusters Score -6125418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6125424.000000 Penalty: 1047.507690
	Iteration 42Q: 3 clusters Score -6125424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6125424.000000 Penalty: 1047.507690
	Iteration 43Q: 3 clusters Score -6125424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6125432.000000 Penalty: 1047.507690
	Iteration 44Q: 3 clusters Score -6125432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6125429.000000 Penalty: 1047.507690
	Iteration 45Q: 3 clusters Score -6125429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6125433.500000 Penalty: 1047.507690
	Iteration 46Q: 3 clusters Score -6125434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6125446.000000 Penalty: 1047.507690
	Iteration 47Q: 3 clusters Score -6125446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6125445.000000 Penalty: 1047.507690
	Iteration 48Q: 3 clusters Score -6125445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6125454.000000 Penalty: 1047.507690
	Iteration 49Q: 3 clusters Score -6125454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6125459.000000 Penalty: 1047.507690
	Iteration 50Q: 3 clusters Score -6125459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6125454.000000 Penalty: 1047.507690
	Iteration 51Q: 3 clusters Score -6125454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6125458.500000 Penalty: 1047.507690
	Iteration 52Q: 3 clusters Score -6125458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6125461.000000 Penalty: 1047.507690
	Iteration 53Q: 3 clusters Score -6125461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6125460.500000 Penalty: 1047.507690
	Iteration 54Q: 3 clusters Score -6125460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6125459.500000 Penalty: 1047.507690
	Iteration 55Q: 3 clusters Score -6125460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6125462.000000 Penalty: 1047.507690
	Iteration 56Q: 3 clusters Score -6125462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6125463.000000 Penalty: 1047.507690
	Iteration 57Q: 3 clusters Score -6125463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6125460.500000 Penalty: 1047.507690
	Iteration 58Q: 3 clusters Score -6125460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6125462.500000 Penalty: 1047.507690
	Iteration 59Q: 3 clusters Score -6125462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6125462.500000 Penalty: 1047.507690
	Iteration 60F: 3 clusters Score -6125462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (90383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Entering Unmasked Estep 
Score: -5623317.500000 Penalty: 519.237427
	Iteration 0F: 2 clusters Score -5623318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -5565010.500000 Penalty: 1038.474854
	Iteration 0F: 3 clusters Score -5565010 nChanged 44348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5591848.000000 Penalty: 1038.474854
	Iteration 1F: 3 clusters Score -5591848 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5592736.500000 Penalty: 1038.474854
	Iteration 2Q: 3 clusters Score -5592736 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5594183.500000 Penalty: 1038.474854
	Iteration 3Q: 3 clusters Score -5594184 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5596582.000000 Penalty: 1038.474854
	Iteration 4F: 3 clusters Score -5596582 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -5600421.000000 Penalty: 1038.474854
	Iteration 5F: 3 clusters Score -5600421 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5605420.500000 Penalty: 1038.474854
	Iteration 6F: 3 clusters Score -5605420 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -5609533.500000 Penalty: 1038.474854
	Iteration 7F: 3 clusters Score -5609534 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -5610877.500000 Penalty: 1038.474854
	Iteration 8Q: 3 clusters Score -5610878 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5611288.000000 Penalty: 1038.474854
	Iteration 9Q: 3 clusters Score -5611288 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -5611437.500000 Penalty: 1038.474854
	Iteration 10Q: 3 clusters Score -5611438 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5611572.000000 Penalty: 1038.474854
	Iteration 11Q: 3 clusters Score -5611572 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5611759.000000 Penalty: 1038.474854
	Iteration 12Q: 3 clusters Score -5611759 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -5611960.500000 Penalty: 1038.474854
	Iteration 13Q: 3 clusters Score -5611960 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5612268.000000 Penalty: 1038.474854
	Iteration 14Q: 3 clusters Score -5612268 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -5612566.500000 Penalty: 1038.474854
	Iteration 15Q: 3 clusters Score -5612566 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5612960.500000 Penalty: 1038.474854
	Iteration 16Q: 3 clusters Score -5612960 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5613261.000000 Penalty: 1038.474854
	Iteration 17Q: 3 clusters Score -5613261 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -5613541.000000 Penalty: 1038.474854
	Iteration 18Q: 3 clusters Score -5613541 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -5613878.500000 Penalty: 1038.474854
	Iteration 19Q: 3 clusters Score -5613878 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -5614259.000000 Penalty: 1038.474854
	Iteration 20F: 3 clusters Score -5614259 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -5614615.500000 Penalty: 1038.474854
	Iteration 21Q: 3 clusters Score -5614616 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -5614959.000000 Penalty: 1038.474854
	Iteration 22Q: 3 clusters Score -5614959 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -5615259.500000 Penalty: 1038.474854
	Iteration 23Q: 3 clusters Score -5615260 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -5615556.000000 Penalty: 1038.474854
	Iteration 24Q: 3 clusters Score -5615556 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -5615873.000000 Penalty: 1038.474854
	Iteration 25Q: 3 clusters Score -5615873 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -5616111.000000 Penalty: 1038.474854
	Iteration 26Q: 3 clusters Score -5616111 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -5616370.500000 Penalty: 1038.474854
	Iteration 27Q: 3 clusters Score -5616370 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -5616654.000000 Penalty: 1038.474854
	Iteration 28Q: 3 clusters Score -5616654 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -5616977.000000 Penalty: 1038.474854
	Iteration 29Q: 3 clusters Score -5616977 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -5617229.500000 Penalty: 1038.474854
	Iteration 30Q: 3 clusters Score -5617230 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -5617522.000000 Penalty: 1038.474854
	Iteration 31Q: 3 clusters Score -5617522 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -5617788.500000 Penalty: 1038.474854
	Iteration 32Q: 3 clusters Score -5617788 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -5618068.500000 Penalty: 1038.474854
	Iteration 33Q: 3 clusters Score -5618068 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -5618403.000000 Penalty: 1038.474854
	Iteration 34Q: 3 clusters Score -5618403 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -5618681.000000 Penalty: 1038.474854
	Iteration 35Q: 3 clusters Score -5618681 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -5618952.500000 Penalty: 1038.474854
	Iteration 36Q: 3 clusters Score -5618952 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -5619297.500000 Penalty: 1038.474854
	Iteration 37Q: 3 clusters Score -5619298 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -5619628.000000 Penalty: 1038.474854
	Iteration 38Q: 3 clusters Score -5619628 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -5619930.000000 Penalty: 1038.474854
	Iteration 39Q: 3 clusters Score -5619930 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -5620286.000000 Penalty: 1038.474854
	Iteration 40F: 3 clusters Score -5620286 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -5620602.500000 Penalty: 1038.474854
	Iteration 41Q: 3 clusters Score -5620602 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -5620931.000000 Penalty: 1038.474854
	Iteration 42Q: 3 clusters Score -5620931 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -5621254.000000 Penalty: 1038.474854
	Iteration 43Q: 3 clusters Score -5621254 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -5621774.500000 Penalty: 1038.474854
	Iteration 44Q: 3 clusters Score -5621774 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -5622252.500000 Penalty: 1038.474854
	Iteration 45Q: 3 clusters Score -5622252 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -5622669.000000 Penalty: 1038.474854
	Iteration 46Q: 3 clusters Score -5622669 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -5622951.500000 Penalty: 1038.474854
	Iteration 47Q: 3 clusters Score -5622952 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -5623140.000000 Penalty: 1038.474854
	Iteration 48Q: 3 clusters Score -5623140 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -5623272.000000 Penalty: 1038.474854
	Iteration 49Q: 3 clusters Score -5623272 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -5623400.500000 Penalty: 1038.474854
	Iteration 50Q: 3 clusters Score -5623400 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -5623460.500000 Penalty: 1038.474854
	Iteration 51Q: 3 clusters Score -5623460 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -5623501.000000 Penalty: 1038.474854
	Iteration 52Q: 3 clusters Score -5623501 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -5623527.000000 Penalty: 1038.474854
	Iteration 53Q: 3 clusters Score -5623527 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -5623536.000000 Penalty: 1038.474854
	Iteration 54Q: 3 clusters Score -5623536 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -5623556.000000 Penalty: 1038.474854
	Iteration 55Q: 3 clusters Score -5623556 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -5623546.500000 Penalty: 1038.474854
	Iteration 56Q: 3 clusters Score -5623546 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -5623543.500000 Penalty: 1038.474854
	Iteration 57Q: 3 clusters Score -5623544 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -5623542.500000 Penalty: 1038.474854
	Iteration 58Q: 3 clusters Score -5623542 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -5623540.000000 Penalty: 1038.474854
	Iteration 59Q: 3 clusters Score -5623540 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -5623518.500000 Penalty: 1038.474854
	Iteration 60F: 3 clusters Score -5623518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -5623512.000000 Penalty: 1038.474854
	Iteration 61Q: 3 clusters Score -5623512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5623501 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -5623509.500000 Penalty: 1038.474854
	Iteration 63Q: 3 clusters Score -5623510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -5623509.000000 Penalty: 1038.474854
	Iteration 64Q: 3 clusters Score -5623509 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -5623491.000000 Penalty: 1038.474854
	Iteration 65Q: 3 clusters Score -5623491 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5623495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -5623494.500000 Penalty: 1038.474854
	Iteration 67Q: 3 clusters Score -5623494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -5623488.000000 Penalty: 1038.474854
	Iteration 68Q: 3 clusters Score -5623488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -5623499.000000 Penalty: 1038.474854
	Iteration 69Q: 3 clusters Score -5623499 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -5623498.500000 Penalty: 1038.474854
	Iteration 70Q: 3 clusters Score -5623498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -5623493.500000 Penalty: 1038.474854
	Iteration 71Q: 3 clusters Score -5623494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -5623507.500000 Penalty: 1038.474854
	Iteration 72Q: 3 clusters Score -5623508 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5623494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -5623489.500000 Penalty: 1038.474854
	Iteration 74Q: 3 clusters Score -5623490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -5623482.000000 Penalty: 1038.474854
	Iteration 75Q: 3 clusters Score -5623482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -5623479.500000 Penalty: 1038.474854
	Iteration 76Q: 3 clusters Score -5623480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -5623472.000000 Penalty: 1038.474854
	Iteration 77Q: 3 clusters Score -5623472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -5623468.000000 Penalty: 1038.474854
	Iteration 78Q: 3 clusters Score -5623468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -5623459.000000 Penalty: 1038.474854
	Iteration 79Q: 3 clusters Score -5623459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -5623451.000000 Penalty: 1038.474854
	Iteration 80F: 3 clusters Score -5623451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -5623454.500000 Penalty: 1038.474854
	Iteration 81Q: 3 clusters Score -5623454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -5623435.500000 Penalty: 1038.474854
	Iteration 82Q: 3 clusters Score -5623436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -5623433.000000 Penalty: 1038.474854
	Iteration 83Q: 3 clusters Score -5623433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -5623431.000000 Penalty: 1038.474854
	Iteration 84Q: 3 clusters Score -5623431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -5623428.000000 Penalty: 1038.474854
	Iteration 85Q: 3 clusters Score -5623428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5623428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -5623427.000000 Penalty: 1038.474854
	Iteration 87Q: 3 clusters Score -5623427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -5623424.000000 Penalty: 1038.474854
	Iteration 88Q: 3 clusters Score -5623424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -5623419.500000 Penalty: 1038.474854
	Iteration 89Q: 3 clusters Score -5623420 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -5623432.000000 Penalty: 1038.474854
	Iteration 90Q: 3 clusters Score -5623432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -5623416.000000 Penalty: 1038.474854
	Iteration 91Q: 3 clusters Score -5623416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5623416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -5623422.000000 Penalty: 1038.474854
	Iteration 93Q: 3 clusters Score -5623422 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -5623423.000000 Penalty: 1038.474854
	Iteration 94Q: 3 clusters Score -5623423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5623423 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -5623418.000000 Penalty: 1038.474854
	Iteration 96Q: 3 clusters Score -5623418 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5623420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -5623424.500000 Penalty: 1038.474854
	Iteration 98Q: 3 clusters Score -5623424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -5623431.000000 Penalty: 1038.474854
	Iteration 99Q: 3 clusters Score -5623431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -5623422.500000 Penalty: 1038.474854
	Iteration 100F: 3 clusters Score -5623422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -5623416.500000 Penalty: 1038.474854
	Iteration 101Q: 3 clusters Score -5623416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -5623413.000000 Penalty: 1038.474854
	Iteration 102Q: 3 clusters Score -5623413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -5623416.500000 Penalty: 1038.474854
	Iteration 103Q: 3 clusters Score -5623416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -5623414.500000 Penalty: 1038.474854
	Iteration 104Q: 3 clusters Score -5623414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -5623417.000000 Penalty: 1038.474854
	Iteration 105Q: 3 clusters Score -5623417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -5623414.000000 Penalty: 1038.474854
	Iteration 106Q: 3 clusters Score -5623414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -5623412.500000 Penalty: 1038.474854
	Iteration 107Q: 3 clusters Score -5623412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -5623412.500000 Penalty: 1038.474854
	Iteration 108F: 3 clusters Score -5623412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 87411 members 
Entering Unmasked Estep 
Score: -53180372.000000 Penalty: 16216.603516
Splitting cluster 7 changes total score from -53174032.000000 to -53180372.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -179138.671875 Penalty: 373.362305
	Iteration 0F: 2 clusters Score -179138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -176832.921875 Penalty: 746.724609
	Iteration 0F: 3 clusters Score -176832.9 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -179528.687500 Penalty: 746.724609
	Iteration 1F: 3 clusters Score -179528.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -180588.406250 Penalty: 746.724609
	Iteration 2F: 3 clusters Score -180588.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -181519.703125 Penalty: 746.724609
	Iteration 3F: 3 clusters Score -181519.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -182558.984375 Penalty: 746.724609
	Iteration 4F: 3 clusters Score -182559 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -183729.281250 Penalty: 746.724609
	Iteration 5F: 3 clusters Score -183729.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -184481.609375 Penalty: 746.724609
	Iteration 6Q: 3 clusters Score -184481.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -185630.562500 Penalty: 746.724609
	Iteration 7Q: 3 clusters Score -185630.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -186171.687500 Penalty: 746.724609
	Iteration 8Q: 3 clusters Score -186171.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -186481.750000 Penalty: 746.724609
	Iteration 9Q: 3 clusters Score -186481.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -186731.421875 Penalty: 746.724609
	Iteration 10Q: 3 clusters Score -186731.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -186823.859375 Penalty: 746.724609
	Iteration 11Q: 3 clusters Score -186823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -186928.250000 Penalty: 746.724609
	Iteration 12Q: 3 clusters Score -186928.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -187016.328125 Penalty: 746.724609
	Iteration 13Q: 3 clusters Score -187016.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -187144.203125 Penalty: 746.724609
	Iteration 14Q: 3 clusters Score -187144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -187226.859375 Penalty: 746.724609
	Iteration 15Q: 3 clusters Score -187226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -187356.328125 Penalty: 746.724609
	Iteration 16Q: 3 clusters Score -187356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -187405.562500 Penalty: 746.724609
	Iteration 17Q: 3 clusters Score -187405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -187450.312500 Penalty: 746.724609
	Iteration 18Q: 3 clusters Score -187450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -187501.437500 Penalty: 746.724609
	Iteration 19Q: 3 clusters Score -187501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -187722.875000 Penalty: 746.724609
	Iteration 20F: 3 clusters Score -187722.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -187871.703125 Penalty: 746.724609
	Iteration 21Q: 3 clusters Score -187871.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -187904.546875 Penalty: 746.724609
	Iteration 22Q: 3 clusters Score -187904.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -187969.000000 Penalty: 746.724609
	Iteration 23Q: 3 clusters Score -187969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -188048.843750 Penalty: 746.724609
	Iteration 24Q: 3 clusters Score -188048.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -188137.625000 Penalty: 746.724609
	Iteration 25Q: 3 clusters Score -188137.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -188235.109375 Penalty: 746.724609
	Iteration 26Q: 3 clusters Score -188235.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -188261.218750 Penalty: 746.724609
	Iteration 27Q: 3 clusters Score -188261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -188317.515625 Penalty: 746.724609
	Iteration 28Q: 3 clusters Score -188317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -188316.140625 Penalty: 746.724609
	Iteration 29Q: 3 clusters Score -188316.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -188334.734375 Penalty: 746.724609
	Iteration 30Q: 3 clusters Score -188334.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -188348.500000 Penalty: 746.724609
	Iteration 31Q: 3 clusters Score -188348.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -188390.265625 Penalty: 746.724609
	Iteration 32Q: 3 clusters Score -188390.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -188445.968750 Penalty: 746.724609
	Iteration 33Q: 3 clusters Score -188446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -188468.531250 Penalty: 746.724609
	Iteration 34Q: 3 clusters Score -188468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -188475.718750 Penalty: 746.724609
	Iteration 35Q: 3 clusters Score -188475.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -188489.640625 Penalty: 746.724609
	Iteration 36Q: 3 clusters Score -188489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -188492.625000 Penalty: 746.724609
	Iteration 37Q: 3 clusters Score -188492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -188494.718750 Penalty: 746.724609
	Iteration 38Q: 3 clusters Score -188494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188495.156250 Penalty: 746.724609
	Iteration 39Q: 3 clusters Score -188495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188495.156250 Penalty: 746.724609
	Iteration 40F: 3 clusters Score -188495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 87411 members 
Mstep: Class 27 contains 1344 members 
Entering Unmasked Estep 
Score: -53189428.000000 Penalty: 16840.318359
Splitting cluster 8 changes total score from -53174032.000000 to -53189428.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (84317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Entering Unmasked Estep 
Score: -5186040.500000 Penalty: 516.076416
	Iteration 0F: 2 clusters Score -5186040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5129823.000000 Penalty: 1032.152832
	Iteration 0F: 3 clusters Score -5129823 nChanged 41056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -5157809.000000 Penalty: 1032.152832
	Iteration 1F: 3 clusters Score -5157809 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -5161115.500000 Penalty: 1032.152832
	Iteration 2F: 3 clusters Score -5161116 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -5165586.500000 Penalty: 1032.152832
	Iteration 3F: 3 clusters Score -5165586 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -5170163.000000 Penalty: 1032.152832
	Iteration 4F: 3 clusters Score -5170163 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -5173445.000000 Penalty: 1032.152832
	Iteration 5F: 3 clusters Score -5173445 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -5174953.500000 Penalty: 1032.152832
	Iteration 6Q: 3 clusters Score -5174954 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -5175651.500000 Penalty: 1032.152832
	Iteration 7Q: 3 clusters Score -5175652 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -5176143.000000 Penalty: 1032.152832
	Iteration 8Q: 3 clusters Score -5176143 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -5176582.000000 Penalty: 1032.152832
	Iteration 9Q: 3 clusters Score -5176582 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -5177003.500000 Penalty: 1032.152832
	Iteration 10Q: 3 clusters Score -5177004 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -5177423.000000 Penalty: 1032.152832
	Iteration 11Q: 3 clusters Score -5177423 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -5177931.000000 Penalty: 1032.152832
	Iteration 12Q: 3 clusters Score -5177931 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -5178532.000000 Penalty: 1032.152832
	Iteration 13Q: 3 clusters Score -5178532 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -5179278.000000 Penalty: 1032.152832
	Iteration 14Q: 3 clusters Score -5179278 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -5180121.000000 Penalty: 1032.152832
	Iteration 15Q: 3 clusters Score -5180121 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -5181027.500000 Penalty: 1032.152832
	Iteration 16Q: 3 clusters Score -5181028 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -5181963.000000 Penalty: 1032.152832
	Iteration 17Q: 3 clusters Score -5181963 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -5182678.500000 Penalty: 1032.152832
	Iteration 18Q: 3 clusters Score -5182678 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -5183307.500000 Penalty: 1032.152832
	Iteration 19Q: 3 clusters Score -5183308 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -5183788.500000 Penalty: 1032.152832
	Iteration 20F: 3 clusters Score -5183788 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -5184191.000000 Penalty: 1032.152832
	Iteration 21Q: 3 clusters Score -5184191 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -5184512.000000 Penalty: 1032.152832
	Iteration 22Q: 3 clusters Score -5184512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -5184739.500000 Penalty: 1032.152832
	Iteration 23Q: 3 clusters Score -5184740 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -5184930.000000 Penalty: 1032.152832
	Iteration 24Q: 3 clusters Score -5184930 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -5185081.500000 Penalty: 1032.152832
	Iteration 25Q: 3 clusters Score -5185082 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -5185191.500000 Penalty: 1032.152832
	Iteration 26Q: 3 clusters Score -5185192 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -5185273.000000 Penalty: 1032.152832
	Iteration 27Q: 3 clusters Score -5185273 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -5185359.500000 Penalty: 1032.152832
	Iteration 28Q: 3 clusters Score -5185360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -5185418.500000 Penalty: 1032.152832
	Iteration 29Q: 3 clusters Score -5185418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -5185475.000000 Penalty: 1032.152832
	Iteration 30Q: 3 clusters Score -5185475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -5185505.000000 Penalty: 1032.152832
	Iteration 31Q: 3 clusters Score -5185505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -5185532.500000 Penalty: 1032.152832
	Iteration 32Q: 3 clusters Score -5185532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -5185545.500000 Penalty: 1032.152832
	Iteration 33Q: 3 clusters Score -5185546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -5185563.000000 Penalty: 1032.152832
	Iteration 34Q: 3 clusters Score -5185563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -5185575.000000 Penalty: 1032.152832
	Iteration 35Q: 3 clusters Score -5185575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -5185588.500000 Penalty: 1032.152832
	Iteration 36Q: 3 clusters Score -5185588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
Score: -5185593.000000 Penalty: 1032.152832
	Iteration 37Q: 3 clusters Score -5185593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -5185596.000000 Penalty: 1032.152832
	Iteration 38Q: 3 clusters Score -5185596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -5185600.000000 Penalty: 1032.152832
	Iteration 39Q: 3 clusters Score -5185600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -5185609.000000 Penalty: 1032.152832
	Iteration 40F: 3 clusters Score -5185609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -5185613.000000 Penalty: 1032.152832
	Iteration 41Q: 3 clusters Score -5185613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -5185620.500000 Penalty: 1032.152832
	Iteration 42Q: 3 clusters Score -5185620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -5185629.500000 Penalty: 1032.152832
	Iteration 43Q: 3 clusters Score -5185630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -5185626.000000 Penalty: 1032.152832
	Iteration 44Q: 3 clusters Score -5185626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -5185632.000000 Penalty: 1032.152832
	Iteration 45Q: 3 clusters Score -5185632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -5185630.500000 Penalty: 1032.152832
	Iteration 46Q: 3 clusters Score -5185630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -5185631.500000 Penalty: 1032.152832
	Iteration 47Q: 3 clusters Score -5185632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5185629.500000 Penalty: 1032.152832
	Iteration 48Q: 3 clusters Score -5185630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5185632.000000 Penalty: 1032.152832
	Iteration 49Q: 3 clusters Score -5185632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5185635.000000 Penalty: 1032.152832
	Iteration 50Q: 3 clusters Score -5185635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5185637.000000 Penalty: 1032.152832
	Iteration 51Q: 3 clusters Score -5185637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5185637.000000 Penalty: 1032.152832
	Iteration 52F: 3 clusters Score -5185637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -384091.156250 Penalty: 403.627960
	Iteration 0F: 2 clusters Score -384091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -380285.687500 Penalty: 807.255920
	Iteration 0F: 3 clusters Score -380285.7 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -390156.281250 Penalty: 807.255920
	Iteration 1F: 3 clusters Score -390156.3 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -395459.656250 Penalty: 807.255920
	Iteration 2F: 3 clusters Score -395459.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -397201.781250 Penalty: 807.255920
	Iteration 3F: 3 clusters Score -397201.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -398118.843750 Penalty: 807.255920
	Iteration 4Q: 3 clusters Score -398118.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -398445.750000 Penalty: 807.255920
	Iteration 5Q: 3 clusters Score -398445.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -398529.906250 Penalty: 807.255920
	Iteration 6Q: 3 clusters Score -398529.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -398618.031250 Penalty: 807.255920
	Iteration 7Q: 3 clusters Score -398618 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -400965.312500 Penalty: 807.255920
	Iteration 8Q: 3 clusters Score -400965.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -405387.437500 Penalty: 807.255920
	Iteration 9Q: 3 clusters Score -405387.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -405417.500000 Penalty: 807.255920
	Iteration 10Q: 3 clusters Score -405417.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -405407.843750 Penalty: 807.255920
	Iteration 11Q: 3 clusters Score -405407.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -405386.406250 Penalty: 807.255920
	Iteration 12Q: 3 clusters Score -405386.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -405481.093750 Penalty: 807.255920
	Iteration 13Q: 3 clusters Score -405481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -405453.531250 Penalty: 807.255920
	Iteration 14Q: 3 clusters Score -405453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -405486.375000 Penalty: 807.255920
	Iteration 15Q: 3 clusters Score -405486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -405452.875000 Penalty: 807.255920
	Iteration 16Q: 3 clusters Score -405452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -405424.500000 Penalty: 807.255920
	Iteration 17Q: 3 clusters Score -405424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -405482.875000 Penalty: 807.255920
	Iteration 18Q: 3 clusters Score -405482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -405468.812500 Penalty: 807.255920
	Iteration 19Q: 3 clusters Score -405468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -405382.156250 Penalty: 807.255920
	Iteration 20F: 3 clusters Score -405382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -405430.562500 Penalty: 807.255920
	Iteration 21Q: 3 clusters Score -405430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -405503.593750 Penalty: 807.255920
	Iteration 22Q: 3 clusters Score -405503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -405498.937500 Penalty: 807.255920
	Iteration 23Q: 3 clusters Score -405498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -405513.812500 Penalty: 807.255920
	Iteration 24Q: 3 clusters Score -405513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -405560.656250 Penalty: 807.255920
	Iteration 25Q: 3 clusters Score -405560.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -405693.375000 Penalty: 807.255920
	Iteration 26Q: 3 clusters Score -405693.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -405841.468750 Penalty: 807.255920
	Iteration 27Q: 3 clusters Score -405841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -405995.343750 Penalty: 807.255920
	Iteration 28Q: 3 clusters Score -405995.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -405971.343750 Penalty: 807.255920
	Iteration 29Q: 3 clusters Score -405971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -406038.718750 Penalty: 807.255920
	Iteration 30Q: 3 clusters Score -406038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -406031.437500 Penalty: 807.255920
	Iteration 31Q: 3 clusters Score -406031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -406054.593750 Penalty: 807.255920
	Iteration 32Q: 3 clusters Score -406054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -406027.406250 Penalty: 807.255920
	Iteration 33Q: 3 clusters Score -406027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -406029.593750 Penalty: 807.255920
	Iteration 34F: 3 clusters Score -406029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -406048.750000 Penalty: 807.255920
	Iteration 35Q: 3 clusters Score -406048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -406036.781250 Penalty: 807.255920
	Iteration 36Q: 3 clusters Score -406036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -406036.781250 Penalty: 807.255920
	Iteration 37F: 3 clusters Score -406036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 87237 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 87411 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 2353 members 
Entering Unmasked Estep 
Score: -53211404.000000 Penalty: 17464.035156
Splitting cluster 10 changes total score from -53174032.000000 to -53211404.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (41511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Entering Unmasked Estep 
Score: -2645334.000000 Penalty: 483.833984
	Iteration 0F: 2 clusters Score -2645334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2617642.000000 Penalty: 967.667969
	Iteration 0F: 3 clusters Score -2617642 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2629981.250000 Penalty: 967.667969
	Iteration 1F: 3 clusters Score -2629981 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2631430.250000 Penalty: 967.667969
	Iteration 2F: 3 clusters Score -2631430 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2633826.750000 Penalty: 967.667969
	Iteration 3F: 3 clusters Score -2633827 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2636837.000000 Penalty: 967.667969
	Iteration 4F: 3 clusters Score -2636837 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2639780.250000 Penalty: 967.667969
	Iteration 5F: 3 clusters Score -2639780 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2641670.500000 Penalty: 967.667969
	Iteration 6Q: 3 clusters Score -2641670 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2642611.750000 Penalty: 967.667969
	Iteration 7Q: 3 clusters Score -2642612 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2643156.500000 Penalty: 967.667969
	Iteration 8Q: 3 clusters Score -2643156 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2643502.250000 Penalty: 967.667969
	Iteration 9Q: 3 clusters Score -2643502 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2643742.500000 Penalty: 967.667969
	Iteration 10Q: 3 clusters Score -2643742 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2643949.500000 Penalty: 967.667969
	Iteration 11Q: 3 clusters Score -2643950 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2644107.500000 Penalty: 967.667969
	Iteration 12Q: 3 clusters Score -2644108 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2644243.500000 Penalty: 967.667969
	Iteration 13Q: 3 clusters Score -2644244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2644332.250000 Penalty: 967.667969
	Iteration 14Q: 3 clusters Score -2644332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2644392.000000 Penalty: 967.667969
	Iteration 15Q: 3 clusters Score -2644392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2644436.000000 Penalty: 967.667969
	Iteration 16Q: 3 clusters Score -2644436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2644486.250000 Penalty: 967.667969
	Iteration 17Q: 3 clusters Score -2644486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2644530.750000 Penalty: 967.667969
	Iteration 18Q: 3 clusters Score -2644531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2644571.250000 Penalty: 967.667969
	Iteration 19Q: 3 clusters Score -2644571 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2644615.250000 Penalty: 967.667969
	Iteration 20F: 3 clusters Score -2644615 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2644655.250000 Penalty: 967.667969
	Iteration 21Q: 3 clusters Score -2644655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2644695.250000 Penalty: 967.667969
	Iteration 22Q: 3 clusters Score -2644695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2644719.000000 Penalty: 967.667969
	Iteration 23Q: 3 clusters Score -2644719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2644737.500000 Penalty: 967.667969
	Iteration 24Q: 3 clusters Score -2644738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2644754.500000 Penalty: 967.667969
	Iteration 25Q: 3 clusters Score -2644754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2644763.750000 Penalty: 967.667969
	Iteration 26Q: 3 clusters Score -2644764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2644775.250000 Penalty: 967.667969
	Iteration 27Q: 3 clusters Score -2644775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2644781.500000 Penalty: 967.667969
	Iteration 28Q: 3 clusters Score -2644782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2644787.500000 Penalty: 967.667969
	Iteration 29Q: 3 clusters Score -2644788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2644803.250000 Penalty: 967.667969
	Iteration 30Q: 3 clusters Score -2644803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2644809.750000 Penalty: 967.667969
	Iteration 31Q: 3 clusters Score -2644810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2644822.500000 Penalty: 967.667969
	Iteration 32Q: 3 clusters Score -2644822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2644834.750000 Penalty: 967.667969
	Iteration 33Q: 3 clusters Score -2644835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2644845.500000 Penalty: 967.667969
	Iteration 34Q: 3 clusters Score -2644846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2644852.250000 Penalty: 967.667969
	Iteration 35Q: 3 clusters Score -2644852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2644860.500000 Penalty: 967.667969
	Iteration 36Q: 3 clusters Score -2644860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2644872.750000 Penalty: 967.667969
	Iteration 37Q: 3 clusters Score -2644873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2644884.250000 Penalty: 967.667969
	Iteration 38Q: 3 clusters Score -2644884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2644892.250000 Penalty: 967.667969
	Iteration 39Q: 3 clusters Score -2644892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2644901.750000 Penalty: 967.667969
	Iteration 40F: 3 clusters Score -2644902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2644909.250000 Penalty: 967.667969
	Iteration 41Q: 3 clusters Score -2644909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2644917.250000 Penalty: 967.667969
	Iteration 42Q: 3 clusters Score -2644917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2644923.500000 Penalty: 967.667969
	Iteration 43Q: 3 clusters Score -2644924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2644927.750000 Penalty: 967.667969
	Iteration 44Q: 3 clusters Score -2644928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2644932.000000 Penalty: 967.667969
	Iteration 45Q: 3 clusters Score -2644932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2644936.750000 Penalty: 967.667969
	Iteration 46Q: 3 clusters Score -2644937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2644941.250000 Penalty: 967.667969
	Iteration 47Q: 3 clusters Score -2644941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2644941.000000 Penalty: 967.667969
	Iteration 48Q: 3 clusters Score -2644941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2644942.250000 Penalty: 967.667969
	Iteration 49Q: 3 clusters Score -2644942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2644947.750000 Penalty: 967.667969
	Iteration 50Q: 3 clusters Score -2644948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2644946.250000 Penalty: 967.667969
	Iteration 51Q: 3 clusters Score -2644946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2644945.250000 Penalty: 967.667969
	Iteration 52Q: 3 clusters Score -2644945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2644947.750000 Penalty: 967.667969
	Iteration 53Q: 3 clusters Score -2644948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2644948.750000 Penalty: 967.667969
	Iteration 54Q: 3 clusters Score -2644949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2644948.750000 Penalty: 967.667969
	Iteration 55Q: 3 clusters Score -2644949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2644948.750000 Penalty: 967.667969
	Iteration 56F: 3 clusters Score -2644949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -123095.929688 Penalty: 348.125977
	Iteration 0F: 2 clusters Score -123095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -121563.375000 Penalty: 696.251953
	Iteration 0F: 3 clusters Score -121563.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -122132.218750 Penalty: 696.251953
	Iteration 1F: 3 clusters Score -122132.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -122195.085938 Penalty: 696.251953
	Iteration 2F: 3 clusters Score -122195.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -122244.492188 Penalty: 696.251953
	Iteration 3F: 3 clusters Score -122244.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -122272.242188 Penalty: 696.251953
	Iteration 4Q: 3 clusters Score -122272.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122307.351562 Penalty: 696.251953
	Iteration 5Q: 3 clusters Score -122307.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -122345.343750 Penalty: 696.251953
	Iteration 6Q: 3 clusters Score -122345.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -122386.296875 Penalty: 696.251953
	Iteration 7Q: 3 clusters Score -122386.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -122448.281250 Penalty: 696.251953
	Iteration 8Q: 3 clusters Score -122448.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -122509.773438 Penalty: 696.251953
	Iteration 9Q: 3 clusters Score -122509.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -122566.882812 Penalty: 696.251953
	Iteration 10Q: 3 clusters Score -122566.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -122590.648438 Penalty: 696.251953
	Iteration 11Q: 3 clusters Score -122590.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -122621.109375 Penalty: 696.251953
	Iteration 12Q: 3 clusters Score -122621.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -122653.117188 Penalty: 696.251953
	Iteration 13Q: 3 clusters Score -122653.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -122679.617188 Penalty: 696.251953
	Iteration 14Q: 3 clusters Score -122679.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -122703.453125 Penalty: 696.251953
	Iteration 15Q: 3 clusters Score -122703.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -122728.460938 Penalty: 696.251953
	Iteration 16Q: 3 clusters Score -122728.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -122749.851562 Penalty: 696.251953
	Iteration 17Q: 3 clusters Score -122749.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -122762.109375 Penalty: 696.251953
	Iteration 18Q: 3 clusters Score -122762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -122774.687500 Penalty: 696.251953
	Iteration 19Q: 3 clusters Score -122774.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -122784.070312 Penalty: 696.251953
	Iteration 20F: 3 clusters Score -122784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -122791.359375 Penalty: 696.251953
	Iteration 21Q: 3 clusters Score -122791.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -122799.265625 Penalty: 696.251953
	Iteration 22Q: 3 clusters Score -122799.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -122805.468750 Penalty: 696.251953
	Iteration 23Q: 3 clusters Score -122805.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -122811.710938 Penalty: 696.251953
	Iteration 24Q: 3 clusters Score -122811.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -122814.976562 Penalty: 696.251953
	Iteration 25Q: 3 clusters Score -122815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -122817.812500 Penalty: 696.251953
	Iteration 26Q: 3 clusters Score -122817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -122820.804688 Penalty: 696.251953
	Iteration 27Q: 3 clusters Score -122820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -122822.539062 Penalty: 696.251953
	Iteration 28Q: 3 clusters Score -122822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122824.648438 Penalty: 696.251953
	Iteration 29Q: 3 clusters Score -122824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122826.929688 Penalty: 696.251953
	Iteration 30Q: 3 clusters Score -122826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -122830.265625 Penalty: 696.251953
	Iteration 31Q: 3 clusters Score -122830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -122833.640625 Penalty: 696.251953
	Iteration 32Q: 3 clusters Score -122833.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -122840.148438 Penalty: 696.251953
	Iteration 33Q: 3 clusters Score -122840.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -122845.929688 Penalty: 696.251953
	Iteration 34Q: 3 clusters Score -122845.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122852.281250 Penalty: 696.251953
	Iteration 35Q: 3 clusters Score -122852.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -122859.000000 Penalty: 696.251953
	Iteration 36Q: 3 clusters Score -122859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -122862.351562 Penalty: 696.251953
	Iteration 37Q: 3 clusters Score -122862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -122866.531250 Penalty: 696.251953
	Iteration 38Q: 3 clusters Score -122866.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -122870.460938 Penalty: 696.251953
	Iteration 39Q: 3 clusters Score -122870.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -122873.734375 Penalty: 696.251953
	Iteration 40F: 3 clusters Score -122873.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122877.062500 Penalty: 696.251953
	Iteration 41Q: 3 clusters Score -122877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -122882.781250 Penalty: 696.251953
	Iteration 42Q: 3 clusters Score -122882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122888.875000 Penalty: 696.251953
	Iteration 43Q: 3 clusters Score -122888.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122896.093750 Penalty: 696.251953
	Iteration 44Q: 3 clusters Score -122896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122902.281250 Penalty: 696.251953
	Iteration 45Q: 3 clusters Score -122902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -122909.398438 Penalty: 696.251953
	Iteration 46Q: 3 clusters Score -122909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -122917.601562 Penalty: 696.251953
	Iteration 47Q: 3 clusters Score -122917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -122924.656250 Penalty: 696.251953
	Iteration 48Q: 3 clusters Score -122924.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -122932.015625 Penalty: 696.251953
	Iteration 49Q: 3 clusters Score -122932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122937.851562 Penalty: 696.251953
	Iteration 50Q: 3 clusters Score -122937.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -122943.976562 Penalty: 696.251953
	Iteration 51Q: 3 clusters Score -122944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -122951.179688 Penalty: 696.251953
	Iteration 52Q: 3 clusters Score -122951.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122960.539062 Penalty: 696.251953
	Iteration 53Q: 3 clusters Score -122960.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122966.210938 Penalty: 696.251953
	Iteration 54Q: 3 clusters Score -122966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122968.945312 Penalty: 696.251953
	Iteration 55Q: 3 clusters Score -122968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122972.632812 Penalty: 696.251953
	Iteration 56Q: 3 clusters Score -122972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122978.125000 Penalty: 696.251953
	Iteration 57Q: 3 clusters Score -122978.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122982.132812 Penalty: 696.251953
	Iteration 58Q: 3 clusters Score -122982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122985.929688 Penalty: 696.251953
	Iteration 59Q: 3 clusters Score -122985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -122989.593750 Penalty: 696.251953
	Iteration 60F: 3 clusters Score -122989.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122993.117188 Penalty: 696.251953
	Iteration 61Q: 3 clusters Score -122993.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -122994.640625 Penalty: 696.251953
	Iteration 62Q: 3 clusters Score -122994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122997.062500 Penalty: 696.251953
	Iteration 63Q: 3 clusters Score -122997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122999.820312 Penalty: 696.251953
	Iteration 64Q: 3 clusters Score -122999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123002.031250 Penalty: 696.251953
	Iteration 65Q: 3 clusters Score -123002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123004.500000 Penalty: 696.251953
	Iteration 66Q: 3 clusters Score -123004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123006.468750 Penalty: 696.251953
	Iteration 67Q: 3 clusters Score -123006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -123008.093750 Penalty: 696.251953
	Iteration 68Q: 3 clusters Score -123008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123008.968750 Penalty: 696.251953
	Iteration 69Q: 3 clusters Score -123009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -123012.726562 Penalty: 696.251953
	Iteration 70Q: 3 clusters Score -123012.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123019.085938 Penalty: 696.251953
	Iteration 71Q: 3 clusters Score -123019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123023.125000 Penalty: 696.251953
	Iteration 72Q: 3 clusters Score -123023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123024.273438 Penalty: 696.251953
	Iteration 73Q: 3 clusters Score -123024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123024.453125 Penalty: 696.251953
	Iteration 74Q: 3 clusters Score -123024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -123025.578125 Penalty: 696.251953
	Iteration 75Q: 3 clusters Score -123025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -123028.101562 Penalty: 696.251953
	Iteration 76Q: 3 clusters Score -123028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -123033.601562 Penalty: 696.251953
	Iteration 77Q: 3 clusters Score -123033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123038.171875 Penalty: 696.251953
	Iteration 78Q: 3 clusters Score -123038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -123043.312500 Penalty: 696.251953
	Iteration 79Q: 3 clusters Score -123043.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123051.625000 Penalty: 696.251953
	Iteration 80F: 3 clusters Score -123051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123056.921875 Penalty: 696.251953
	Iteration 81Q: 3 clusters Score -123056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -123063.921875 Penalty: 696.251953
	Iteration 82Q: 3 clusters Score -123063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123067.593750 Penalty: 696.251953
	Iteration 83Q: 3 clusters Score -123067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123069.859375 Penalty: 696.251953
	Iteration 84Q: 3 clusters Score -123069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -123070.570312 Penalty: 696.251953
	Iteration 85Q: 3 clusters Score -123070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -123070.828125 Penalty: 696.251953
	Iteration 86Q: 3 clusters Score -123070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123071.007812 Penalty: 696.251953
	Iteration 87Q: 3 clusters Score -123071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123071.007812 Penalty: 696.251953
	Iteration 88F: 3 clusters Score -123071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (90516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Entering Unmasked Estep 
Score: -5652445.500000 Penalty: 519.304321
	Iteration 0F: 2 clusters Score -5652446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -5594661.500000 Penalty: 1038.608643
	Iteration 0F: 3 clusters Score -5594662 nChanged 44103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -5622783.000000 Penalty: 1038.608643
	Iteration 1F: 3 clusters Score -5622783 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -5626084.500000 Penalty: 1038.608643
	Iteration 2F: 3 clusters Score -5626084 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -5631364.500000 Penalty: 1038.608643
	Iteration 3F: 3 clusters Score -5631364 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -5638125.500000 Penalty: 1038.608643
	Iteration 4F: 3 clusters Score -5638126 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -5643467.000000 Penalty: 1038.608643
	Iteration 5F: 3 clusters Score -5643467 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -5645891.000000 Penalty: 1038.608643
	Iteration 6Q: 3 clusters Score -5645891 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -5646823.500000 Penalty: 1038.608643
	Iteration 7Q: 3 clusters Score -5646824 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -5647460.000000 Penalty: 1038.608643
	Iteration 8Q: 3 clusters Score -5647460 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -5648156.000000 Penalty: 1038.608643
	Iteration 9Q: 3 clusters Score -5648156 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -5648794.000000 Penalty: 1038.608643
	Iteration 10Q: 3 clusters Score -5648794 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -5649505.000000 Penalty: 1038.608643
	Iteration 11Q: 3 clusters Score -5649505 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -5650252.000000 Penalty: 1038.608643
	Iteration 12Q: 3 clusters Score -5650252 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -5650918.000000 Penalty: 1038.608643
	Iteration 13Q: 3 clusters Score -5650918 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -5651478.500000 Penalty: 1038.608643
	Iteration 14Q: 3 clusters Score -5651478 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -5651963.000000 Penalty: 1038.608643
	Iteration 15Q: 3 clusters Score -5651963 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -5652216.500000 Penalty: 1038.608643
	Iteration 16Q: 3 clusters Score -5652216 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -5652355.000000 Penalty: 1038.608643
	Iteration 17Q: 3 clusters Score -5652355 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -5652452.000000 Penalty: 1038.608643
	Iteration 18Q: 3 clusters Score -5652452 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -5652439.500000 Penalty: 1038.608643
	Iteration 19Q: 3 clusters Score -5652440 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -5652394.500000 Penalty: 1038.608643
	Iteration 20F: 3 clusters Score -5652394 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -5652321.000000 Penalty: 1038.608643
	Iteration 21Q: 3 clusters Score -5652321 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -5652266.500000 Penalty: 1038.608643
	Iteration 22Q: 3 clusters Score -5652266 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -5652233.000000 Penalty: 1038.608643
	Iteration 23Q: 3 clusters Score -5652233 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -5652192.000000 Penalty: 1038.608643
	Iteration 24Q: 3 clusters Score -5652192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -5652160.000000 Penalty: 1038.608643
	Iteration 25Q: 3 clusters Score -5652160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -5652126.500000 Penalty: 1038.608643
	Iteration 26Q: 3 clusters Score -5652126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -5652107.000000 Penalty: 1038.608643
	Iteration 27Q: 3 clusters Score -5652107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -5652093.000000 Penalty: 1038.608643
	Iteration 28Q: 3 clusters Score -5652093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -5652080.500000 Penalty: 1038.608643
	Iteration 29Q: 3 clusters Score -5652080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -5652079.000000 Penalty: 1038.608643
	Iteration 30Q: 3 clusters Score -5652079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -5652074.500000 Penalty: 1038.608643
	Iteration 31Q: 3 clusters Score -5652074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -5652066.500000 Penalty: 1038.608643
	Iteration 32Q: 3 clusters Score -5652066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -5652071.500000 Penalty: 1038.608643
	Iteration 33Q: 3 clusters Score -5652072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -5652069.000000 Penalty: 1038.608643
	Iteration 34Q: 3 clusters Score -5652069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -5652075.500000 Penalty: 1038.608643
	Iteration 35Q: 3 clusters Score -5652076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -5652076.500000 Penalty: 1038.608643
	Iteration 36Q: 3 clusters Score -5652076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -5652083.500000 Penalty: 1038.608643
	Iteration 37Q: 3 clusters Score -5652084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -5652080.500000 Penalty: 1038.608643
	Iteration 38Q: 3 clusters Score -5652080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -5652080.500000 Penalty: 1038.608643
	Iteration 39Q: 3 clusters Score -5652080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -5652080.000000 Penalty: 1038.608643
	Iteration 40F: 3 clusters Score -5652080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5652078.500000 Penalty: 1038.608643
	Iteration 41Q: 3 clusters Score -5652078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -5652089.500000 Penalty: 1038.608643
	Iteration 42Q: 3 clusters Score -5652090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -5652083.500000 Penalty: 1038.608643
	Iteration 43Q: 3 clusters Score -5652084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -5652086.500000 Penalty: 1038.608643
	Iteration 44Q: 3 clusters Score -5652086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -5652090.000000 Penalty: 1038.608643
	Iteration 45Q: 3 clusters Score -5652090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -5652090.000000 Penalty: 1038.608643
	Iteration 46F: 3 clusters Score -5652090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (87237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Entering Unmasked Estep 
Score: -5415423.500000 Penalty: 517.625488
	Iteration 0F: 2 clusters Score -5415424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5358299.000000 Penalty: 1035.250977
	Iteration 0F: 3 clusters Score -5358299 nChanged 42771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5384382.500000 Penalty: 1035.250977
	Iteration 1F: 3 clusters Score -5384382 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5387596.000000 Penalty: 1035.250977
	Iteration 2F: 3 clusters Score -5387596 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5393503.500000 Penalty: 1035.250977
	Iteration 3F: 3 clusters Score -5393504 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -5401014.500000 Penalty: 1035.250977
	Iteration 4F: 3 clusters Score -5401014 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5406576.500000 Penalty: 1035.250977
	Iteration 5F: 3 clusters Score -5406576 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5409017.500000 Penalty: 1035.250977
	Iteration 6Q: 3 clusters Score -5409018 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5409973.500000 Penalty: 1035.250977
	Iteration 7Q: 3 clusters Score -5409974 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -5410672.500000 Penalty: 1035.250977
	Iteration 8Q: 3 clusters Score -5410672 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -5411390.500000 Penalty: 1035.250977
	Iteration 9Q: 3 clusters Score -5411390 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5412084.000000 Penalty: 1035.250977
	Iteration 10Q: 3 clusters Score -5412084 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5412639.500000 Penalty: 1035.250977
	Iteration 11Q: 3 clusters Score -5412640 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5413084.000000 Penalty: 1035.250977
	Iteration 12Q: 3 clusters Score -5413084 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5413463.000000 Penalty: 1035.250977
	Iteration 13Q: 3 clusters Score -5413463 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -5413764.500000 Penalty: 1035.250977
	Iteration 14Q: 3 clusters Score -5413764 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5413963.500000 Penalty: 1035.250977
	Iteration 15Q: 3 clusters Score -5413964 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5414125.500000 Penalty: 1035.250977
	Iteration 16Q: 3 clusters Score -5414126 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -5414325.500000 Penalty: 1035.250977
	Iteration 17Q: 3 clusters Score -5414326 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5414527.500000 Penalty: 1035.250977
	Iteration 18Q: 3 clusters Score -5414528 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -5414727.500000 Penalty: 1035.250977
	Iteration 19Q: 3 clusters Score -5414728 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5414909.500000 Penalty: 1035.250977
	Iteration 20F: 3 clusters Score -5414910 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5415097.000000 Penalty: 1035.250977
	Iteration 21Q: 3 clusters Score -5415097 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -5415276.500000 Penalty: 1035.250977
	Iteration 22Q: 3 clusters Score -5415276 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -5415460.500000 Penalty: 1035.250977
	Iteration 23Q: 3 clusters Score -5415460 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -5415672.500000 Penalty: 1035.250977
	Iteration 24Q: 3 clusters Score -5415672 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -5415858.500000 Penalty: 1035.250977
	Iteration 25Q: 3 clusters Score -5415858 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5415976.000000 Penalty: 1035.250977
	Iteration 26Q: 3 clusters Score -5415976 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5415986.000000 Penalty: 1035.250977
	Iteration 27Q: 3 clusters Score -5415986 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -5416075.500000 Penalty: 1035.250977
	Iteration 28Q: 3 clusters Score -5416076 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -5416155.500000 Penalty: 1035.250977
	Iteration 29Q: 3 clusters Score -5416156 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5416120.500000 Penalty: 1035.250977
	Iteration 30Q: 3 clusters Score -5416120 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5416097.000000 Penalty: 1035.250977
	Iteration 31Q: 3 clusters Score -5416097 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5416009.000000 Penalty: 1035.250977
	Iteration 32Q: 3 clusters Score -5416009 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5415923.500000 Penalty: 1035.250977
	Iteration 33Q: 3 clusters Score -5415924 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5415879.500000 Penalty: 1035.250977
	Iteration 34Q: 3 clusters Score -5415880 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5415849.500000 Penalty: 1035.250977
	Iteration 35Q: 3 clusters Score -5415850 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5415808.500000 Penalty: 1035.250977
	Iteration 36Q: 3 clusters Score -5415808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5415756.500000 Penalty: 1035.250977
	Iteration 37Q: 3 clusters Score -5415756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5415716.500000 Penalty: 1035.250977
	Iteration 38Q: 3 clusters Score -5415716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5415669.500000 Penalty: 1035.250977
	Iteration 39Q: 3 clusters Score -5415670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5415643.500000 Penalty: 1035.250977
	Iteration 40F: 3 clusters Score -5415644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5415634.500000 Penalty: 1035.250977
	Iteration 41Q: 3 clusters Score -5415634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5415610.000000 Penalty: 1035.250977
	Iteration 42Q: 3 clusters Score -5415610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5415587.500000 Penalty: 1035.250977
	Iteration 43Q: 3 clusters Score -5415588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5415564.500000 Penalty: 1035.250977
	Iteration 44Q: 3 clusters Score -5415564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5415546.500000 Penalty: 1035.250977
	Iteration 45Q: 3 clusters Score -5415546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5415540.000000 Penalty: 1035.250977
	Iteration 46Q: 3 clusters Score -5415540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5415534.000000 Penalty: 1035.250977
	Iteration 47Q: 3 clusters Score -5415534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5415528.500000 Penalty: 1035.250977
	Iteration 48Q: 3 clusters Score -5415528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5415521.000000 Penalty: 1035.250977
	Iteration 49Q: 3 clusters Score -5415521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5415511.500000 Penalty: 1035.250977
	Iteration 50Q: 3 clusters Score -5415512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5415508.000000 Penalty: 1035.250977
	Iteration 51Q: 3 clusters Score -5415508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5415510.500000 Penalty: 1035.250977
	Iteration 52Q: 3 clusters Score -5415510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5415507.500000 Penalty: 1035.250977
	Iteration 53Q: 3 clusters Score -5415508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5415506.000000 Penalty: 1035.250977
	Iteration 54Q: 3 clusters Score -5415506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5415504.500000 Penalty: 1035.250977
	Iteration 55Q: 3 clusters Score -5415504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5415503.000000 Penalty: 1035.250977
	Iteration 56Q: 3 clusters Score -5415503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5415498.500000 Penalty: 1035.250977
	Iteration 57Q: 3 clusters Score -5415498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5415502.000000 Penalty: 1035.250977
	Iteration 58Q: 3 clusters Score -5415502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5415498.500000 Penalty: 1035.250977
	Iteration 59Q: 3 clusters Score -5415498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5415501.500000 Penalty: 1035.250977
	Iteration 60F: 3 clusters Score -5415502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5415498.500000 Penalty: 1035.250977
	Iteration 61Q: 3 clusters Score -5415498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5415494.500000 Penalty: 1035.250977
	Iteration 62Q: 3 clusters Score -5415494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5415494.500000 Penalty: 1035.250977
	Iteration 63Q: 3 clusters Score -5415494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5415492.500000 Penalty: 1035.250977
	Iteration 64Q: 3 clusters Score -5415492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5415492.000000 Penalty: 1035.250977
	Iteration 65Q: 3 clusters Score -5415492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5415488.500000 Penalty: 1035.250977
	Iteration 66Q: 3 clusters Score -5415488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5415488.500000 Penalty: 1035.250977
	Iteration 67F: 3 clusters Score -5415488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 86744 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 87411 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 493 members 
Entering Unmasked Estep 
Score: -53211412.000000 Penalty: 18087.750000
Splitting cluster 14 changes total score from -53174032.000000 to -53211412.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -42283.105469 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -42283.11 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 334 members 
Entering Unmasked Estep 
Score: -41708.929688 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -41708.93 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42088.195312 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -42088.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42218.683594 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -42218.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42326.828125 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -42326.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42380.144531 Penalty: 595.495972
	Iteration 4F: 3 clusters Score -42380.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42420.652344 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -42420.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42458.761719 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -42458.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42478.914062 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -42478.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42491.375000 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -42491.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42503.691406 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -42503.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42518.378906 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -42518.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42525.027344 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -42525.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42531.191406 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -42531.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42533.703125 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -42533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42537.222656 Penalty: 595.495972
	Iteration 14Q: 3 clusters Score -42537.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42538.242188 Penalty: 595.495972
	Iteration 15Q: 3 clusters Score -42538.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42538.394531 Penalty: 595.495972
	Iteration 16Q: 3 clusters Score -42538.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42538.769531 Penalty: 595.495972
	Iteration 17Q: 3 clusters Score -42538.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42538.828125 Penalty: 595.495972
	Iteration 18Q: 3 clusters Score -42538.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42538.828125 Penalty: 595.495972
	Iteration 19F: 3 clusters Score -42538.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 86744 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 87411 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 493 members 
Mstep: Class 30 contains 253 members 
Entering Unmasked Estep 
Score: -53211320.000000 Penalty: 18711.464844
Splitting cluster 15 changes total score from -53174032.000000 to -53211320.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (79348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Entering Unmasked Estep 
Score: -4888688.000000 Penalty: 513.312683
	Iteration 0F: 2 clusters Score -4888688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -4835226.000000 Penalty: 1026.625366
	Iteration 0F: 3 clusters Score -4835226 nChanged 38787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4859545.500000 Penalty: 1026.625366
	Iteration 1F: 3 clusters Score -4859546 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4861365.000000 Penalty: 1026.625366
	Iteration 2F: 3 clusters Score -4861365 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4864206.500000 Penalty: 1026.625366
	Iteration 3F: 3 clusters Score -4864206 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4868244.500000 Penalty: 1026.625366
	Iteration 4F: 3 clusters Score -4868244 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4873420.500000 Penalty: 1026.625366
	Iteration 5F: 3 clusters Score -4873420 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4877889.500000 Penalty: 1026.625366
	Iteration 6F: 3 clusters Score -4877890 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4880069.500000 Penalty: 1026.625366
	Iteration 7Q: 3 clusters Score -4880070 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4880930.500000 Penalty: 1026.625366
	Iteration 8Q: 3 clusters Score -4880930 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4881422.500000 Penalty: 1026.625366
	Iteration 9Q: 3 clusters Score -4881422 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4881903.000000 Penalty: 1026.625366
	Iteration 10Q: 3 clusters Score -4881903 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4882348.000000 Penalty: 1026.625366
	Iteration 11Q: 3 clusters Score -4882348 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4882832.500000 Penalty: 1026.625366
	Iteration 12Q: 3 clusters Score -4882832 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4883269.000000 Penalty: 1026.625366
	Iteration 13Q: 3 clusters Score -4883269 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4883708.000000 Penalty: 1026.625366
	Iteration 14Q: 3 clusters Score -4883708 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4884187.000000 Penalty: 1026.625366
	Iteration 15Q: 3 clusters Score -4884187 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4884685.000000 Penalty: 1026.625366
	Iteration 16Q: 3 clusters Score -4884685 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4885171.000000 Penalty: 1026.625366
	Iteration 17Q: 3 clusters Score -4885171 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4885663.000000 Penalty: 1026.625366
	Iteration 18Q: 3 clusters Score -4885663 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4886066.500000 Penalty: 1026.625366
	Iteration 19Q: 3 clusters Score -4886066 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4886450.000000 Penalty: 1026.625366
	Iteration 20F: 3 clusters Score -4886450 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4886785.500000 Penalty: 1026.625366
	Iteration 21Q: 3 clusters Score -4886786 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4887124.500000 Penalty: 1026.625366
	Iteration 22Q: 3 clusters Score -4887124 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4887442.500000 Penalty: 1026.625366
	Iteration 23Q: 3 clusters Score -4887442 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4887696.000000 Penalty: 1026.625366
	Iteration 24Q: 3 clusters Score -4887696 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4887882.000000 Penalty: 1026.625366
	Iteration 25Q: 3 clusters Score -4887882 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4887978.500000 Penalty: 1026.625366
	Iteration 26Q: 3 clusters Score -4887978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4888075.500000 Penalty: 1026.625366
	Iteration 27Q: 3 clusters Score -4888076 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4888112.500000 Penalty: 1026.625366
	Iteration 28Q: 3 clusters Score -4888112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4888150.500000 Penalty: 1026.625366
	Iteration 29Q: 3 clusters Score -4888150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4888200.000000 Penalty: 1026.625366
	Iteration 30Q: 3 clusters Score -4888200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4888239.500000 Penalty: 1026.625366
	Iteration 31Q: 3 clusters Score -4888240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4888267.500000 Penalty: 1026.625366
	Iteration 32Q: 3 clusters Score -4888268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4888266.500000 Penalty: 1026.625366
	Iteration 33Q: 3 clusters Score -4888266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4888273.000000 Penalty: 1026.625366
	Iteration 34Q: 3 clusters Score -4888273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4888274.500000 Penalty: 1026.625366
	Iteration 35Q: 3 clusters Score -4888274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4888283.000000 Penalty: 1026.625366
	Iteration 36Q: 3 clusters Score -4888283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4888301.000000 Penalty: 1026.625366
	Iteration 37Q: 3 clusters Score -4888301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4888304.500000 Penalty: 1026.625366
	Iteration 38Q: 3 clusters Score -4888304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4888311.000000 Penalty: 1026.625366
	Iteration 39Q: 3 clusters Score -4888311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4888310.500000 Penalty: 1026.625366
	Iteration 40F: 3 clusters Score -4888310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4888314.500000 Penalty: 1026.625366
	Iteration 41Q: 3 clusters Score -4888314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4888310.500000 Penalty: 1026.625366
	Iteration 42Q: 3 clusters Score -4888310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4888310.500000 Penalty: 1026.625366
	Iteration 43Q: 3 clusters Score -4888310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4888312.500000 Penalty: 1026.625366
	Iteration 44Q: 3 clusters Score -4888312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4888311.000000 Penalty: 1026.625366
	Iteration 45Q: 3 clusters Score -4888311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4888309.000000 Penalty: 1026.625366
	Iteration 46Q: 3 clusters Score -4888309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4888309.000000 Penalty: 1026.625366
	Iteration 47F: 3 clusters Score -4888309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Entering Unmasked Estep 
Score: -1785045.500000 Penalty: 466.595612
	Iteration 0F: 2 clusters Score -1785046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1766072.625000 Penalty: 933.191223
	Iteration 0F: 3 clusters Score -1766073 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1773990.625000 Penalty: 933.191223
	Iteration 1F: 3 clusters Score -1773991 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1774699.000000 Penalty: 933.191223
	Iteration 2F: 3 clusters Score -1774699 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1775861.875000 Penalty: 933.191223
	Iteration 3F: 3 clusters Score -1775862 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1777650.500000 Penalty: 933.191223
	Iteration 4F: 3 clusters Score -1777650 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1779779.500000 Penalty: 933.191223
	Iteration 5F: 3 clusters Score -1779780 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1781633.125000 Penalty: 933.191223
	Iteration 6F: 3 clusters Score -1781633 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1782847.500000 Penalty: 933.191223
	Iteration 7Q: 3 clusters Score -1782848 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1783471.375000 Penalty: 933.191223
	Iteration 8Q: 3 clusters Score -1783471 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1783810.750000 Penalty: 933.191223
	Iteration 9Q: 3 clusters Score -1783811 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1784021.125000 Penalty: 933.191223
	Iteration 10Q: 3 clusters Score -1784021 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1784156.125000 Penalty: 933.191223
	Iteration 11Q: 3 clusters Score -1784156 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1784252.000000 Penalty: 933.191223
	Iteration 12Q: 3 clusters Score -1784252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1784323.250000 Penalty: 933.191223
	Iteration 13Q: 3 clusters Score -1784323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1784378.000000 Penalty: 933.191223
	Iteration 14Q: 3 clusters Score -1784378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1784413.875000 Penalty: 933.191223
	Iteration 15Q: 3 clusters Score -1784414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1784462.125000 Penalty: 933.191223
	Iteration 16Q: 3 clusters Score -1784462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1784491.500000 Penalty: 933.191223
	Iteration 17Q: 3 clusters Score -1784492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1784512.875000 Penalty: 933.191223
	Iteration 18Q: 3 clusters Score -1784513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1784530.250000 Penalty: 933.191223
	Iteration 19Q: 3 clusters Score -1784530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1784532.750000 Penalty: 933.191223
	Iteration 20F: 3 clusters Score -1784533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1784552.500000 Penalty: 933.191223
	Iteration 21Q: 3 clusters Score -1784552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1784565.375000 Penalty: 933.191223
	Iteration 22Q: 3 clusters Score -1784565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1784582.000000 Penalty: 933.191223
	Iteration 23Q: 3 clusters Score -1784582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1784595.000000 Penalty: 933.191223
	Iteration 24Q: 3 clusters Score -1784595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1784603.875000 Penalty: 933.191223
	Iteration 25Q: 3 clusters Score -1784604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1784609.375000 Penalty: 933.191223
	Iteration 26Q: 3 clusters Score -1784609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1784615.625000 Penalty: 933.191223
	Iteration 27Q: 3 clusters Score -1784616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1784618.500000 Penalty: 933.191223
	Iteration 28Q: 3 clusters Score -1784618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1784622.125000 Penalty: 933.191223
	Iteration 29Q: 3 clusters Score -1784622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1784624.500000 Penalty: 933.191223
	Iteration 30Q: 3 clusters Score -1784624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1784624.625000 Penalty: 933.191223
	Iteration 31Q: 3 clusters Score -1784625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1784628.875000 Penalty: 933.191223
	Iteration 32Q: 3 clusters Score -1784629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1784634.750000 Penalty: 933.191223
	Iteration 33Q: 3 clusters Score -1784635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1784636.125000 Penalty: 933.191223
	Iteration 34Q: 3 clusters Score -1784636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1784641.375000 Penalty: 933.191223
	Iteration 35Q: 3 clusters Score -1784641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1784642.375000 Penalty: 933.191223
	Iteration 36Q: 3 clusters Score -1784642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1784645.875000 Penalty: 933.191223
	Iteration 37Q: 3 clusters Score -1784646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1784645.875000 Penalty: 933.191223
	Iteration 38Q: 3 clusters Score -1784646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1784645.875000 Penalty: 933.191223
	Iteration 39F: 3 clusters Score -1784646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Entering Unmasked Estep 
Score: -4427514.500000 Penalty: 509.203552
	Iteration 0F: 2 clusters Score -4427514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4378415.000000 Penalty: 1018.407104
	Iteration 0F: 3 clusters Score -4378415 nChanged 35302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4400471.500000 Penalty: 1018.407104
	Iteration 1F: 3 clusters Score -4400472 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4402658.000000 Penalty: 1018.407104
	Iteration 2F: 3 clusters Score -4402658 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4406252.500000 Penalty: 1018.407104
	Iteration 3F: 3 clusters Score -4406252 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4411205.500000 Penalty: 1018.407104
	Iteration 4F: 3 clusters Score -4411206 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4416387.000000 Penalty: 1018.407104
	Iteration 5F: 3 clusters Score -4416387 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -4420333.500000 Penalty: 1018.407104
	Iteration 6F: 3 clusters Score -4420334 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4422756.500000 Penalty: 1018.407104
	Iteration 7Q: 3 clusters Score -4422756 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4424028.500000 Penalty: 1018.407104
	Iteration 8Q: 3 clusters Score -4424028 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4424776.000000 Penalty: 1018.407104
	Iteration 9Q: 3 clusters Score -4424776 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4425243.500000 Penalty: 1018.407104
	Iteration 10Q: 3 clusters Score -4425244 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -4425589.500000 Penalty: 1018.407104
	Iteration 11Q: 3 clusters Score -4425590 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4425893.500000 Penalty: 1018.407104
	Iteration 12Q: 3 clusters Score -4425894 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4426087.500000 Penalty: 1018.407104
	Iteration 13Q: 3 clusters Score -4426088 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4426265.500000 Penalty: 1018.407104
	Iteration 14Q: 3 clusters Score -4426266 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4426382.500000 Penalty: 1018.407104
	Iteration 15Q: 3 clusters Score -4426382 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4426491.500000 Penalty: 1018.407104
	Iteration 16Q: 3 clusters Score -4426492 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4426571.500000 Penalty: 1018.407104
	Iteration 17Q: 3 clusters Score -4426572 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4426642.000000 Penalty: 1018.407104
	Iteration 18Q: 3 clusters Score -4426642 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4426735.000000 Penalty: 1018.407104
	Iteration 19Q: 3 clusters Score -4426735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4426806.500000 Penalty: 1018.407104
	Iteration 20F: 3 clusters Score -4426806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4426854.000000 Penalty: 1018.407104
	Iteration 21Q: 3 clusters Score -4426854 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4426900.500000 Penalty: 1018.407104
	Iteration 22Q: 3 clusters Score -4426900 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4426943.500000 Penalty: 1018.407104
	Iteration 23Q: 3 clusters Score -4426944 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4426985.000000 Penalty: 1018.407104
	Iteration 24Q: 3 clusters Score -4426985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4427010.500000 Penalty: 1018.407104
	Iteration 25Q: 3 clusters Score -4427010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4427041.000000 Penalty: 1018.407104
	Iteration 26Q: 3 clusters Score -4427041 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4427081.500000 Penalty: 1018.407104
	Iteration 27Q: 3 clusters Score -4427082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4427117.000000 Penalty: 1018.407104
	Iteration 28Q: 3 clusters Score -4427117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4427139.500000 Penalty: 1018.407104
	Iteration 29Q: 3 clusters Score -4427140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4427145.000000 Penalty: 1018.407104
	Iteration 30Q: 3 clusters Score -4427145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4427146.000000 Penalty: 1018.407104
	Iteration 31Q: 3 clusters Score -4427146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4427146.500000 Penalty: 1018.407104
	Iteration 32Q: 3 clusters Score -4427146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4427150.000000 Penalty: 1018.407104
	Iteration 33Q: 3 clusters Score -4427150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4427160.500000 Penalty: 1018.407104
	Iteration 34Q: 3 clusters Score -4427160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4427157.500000 Penalty: 1018.407104
	Iteration 35Q: 3 clusters Score -4427158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4427157.000000 Penalty: 1018.407104
	Iteration 36Q: 3 clusters Score -4427157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4427159.500000 Penalty: 1018.407104
	Iteration 37Q: 3 clusters Score -4427160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4427160.500000 Penalty: 1018.407104
	Iteration 38Q: 3 clusters Score -4427160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4427168.000000 Penalty: 1018.407104
	Iteration 39Q: 3 clusters Score -4427168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4427175.500000 Penalty: 1018.407104
	Iteration 40F: 3 clusters Score -4427176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4427179.000000 Penalty: 1018.407104
	Iteration 41Q: 3 clusters Score -4427179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4427176.000000 Penalty: 1018.407104
	Iteration 42Q: 3 clusters Score -4427176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4427176.000000 Penalty: 1018.407104
	Iteration 43Q: 3 clusters Score -4427176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4427175.500000 Penalty: 1018.407104
	Iteration 44Q: 3 clusters Score -4427176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4427178.000000 Penalty: 1018.407104
	Iteration 45Q: 3 clusters Score -4427178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4427173.500000 Penalty: 1018.407104
	Iteration 46Q: 3 clusters Score -4427174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4427173.500000 Penalty: 1018.407104
	Iteration 47F: 3 clusters Score -4427174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Entering Unmasked Estep 
Score: -1497130.000000 Penalty: 457.695923
	Iteration 0F: 2 clusters Score -1497130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1481489.625000 Penalty: 915.391846
	Iteration 0F: 3 clusters Score -1481490 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1487954.625000 Penalty: 915.391846
	Iteration 1F: 3 clusters Score -1487955 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1488125.000000 Penalty: 915.391846
	Iteration 2Q: 3 clusters Score -1488125 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1488306.000000 Penalty: 915.391846
	Iteration 3Q: 3 clusters Score -1488306 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1488528.625000 Penalty: 915.391846
	Iteration 4Q: 3 clusters Score -1488529 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1488852.375000 Penalty: 915.391846
	Iteration 5Q: 3 clusters Score -1488852 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1489351.750000 Penalty: 915.391846
	Iteration 6Q: 3 clusters Score -1489352 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1490131.125000 Penalty: 915.391846
	Iteration 7F: 3 clusters Score -1490131 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1491231.625000 Penalty: 915.391846
	Iteration 8F: 3 clusters Score -1491232 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1492486.500000 Penalty: 915.391846
	Iteration 9F: 3 clusters Score -1492486 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1493327.000000 Penalty: 915.391846
	Iteration 10F: 3 clusters Score -1493327 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1493694.125000 Penalty: 915.391846
	Iteration 11Q: 3 clusters Score -1493694 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1493867.625000 Penalty: 915.391846
	Iteration 12Q: 3 clusters Score -1493868 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1493997.875000 Penalty: 915.391846
	Iteration 13Q: 3 clusters Score -1493998 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1494125.000000 Penalty: 915.391846
	Iteration 14Q: 3 clusters Score -1494125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1494268.375000 Penalty: 915.391846
	Iteration 15Q: 3 clusters Score -1494268 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1494431.875000 Penalty: 915.391846
	Iteration 16Q: 3 clusters Score -1494432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1494601.000000 Penalty: 915.391846
	Iteration 17Q: 3 clusters Score -1494601 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1494768.375000 Penalty: 915.391846
	Iteration 18Q: 3 clusters Score -1494768 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1494916.375000 Penalty: 915.391846
	Iteration 19Q: 3 clusters Score -1494916 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1495062.500000 Penalty: 915.391846
	Iteration 20F: 3 clusters Score -1495062 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -1495204.125000 Penalty: 915.391846
	Iteration 21Q: 3 clusters Score -1495204 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1495346.625000 Penalty: 915.391846
	Iteration 22Q: 3 clusters Score -1495347 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1495481.500000 Penalty: 915.391846
	Iteration 23Q: 3 clusters Score -1495482 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1495626.250000 Penalty: 915.391846
	Iteration 24Q: 3 clusters Score -1495626 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1495748.125000 Penalty: 915.391846
	Iteration 25Q: 3 clusters Score -1495748 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -1495858.125000 Penalty: 915.391846
	Iteration 26Q: 3 clusters Score -1495858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1495975.250000 Penalty: 915.391846
	Iteration 27Q: 3 clusters Score -1495975 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -1496093.625000 Penalty: 915.391846
	Iteration 28Q: 3 clusters Score -1496094 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1496221.500000 Penalty: 915.391846
	Iteration 29Q: 3 clusters Score -1496222 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1496319.000000 Penalty: 915.391846
	Iteration 30Q: 3 clusters Score -1496319 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -1496404.625000 Penalty: 915.391846
	Iteration 31Q: 3 clusters Score -1496405 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -1496497.250000 Penalty: 915.391846
	Iteration 32Q: 3 clusters Score -1496497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -1496553.625000 Penalty: 915.391846
	Iteration 33Q: 3 clusters Score -1496554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1496598.375000 Penalty: 915.391846
	Iteration 34Q: 3 clusters Score -1496598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -1496640.125000 Penalty: 915.391846
	Iteration 35Q: 3 clusters Score -1496640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1496671.625000 Penalty: 915.391846
	Iteration 36Q: 3 clusters Score -1496672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -1496691.000000 Penalty: 915.391846
	Iteration 37Q: 3 clusters Score -1496691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -1496702.375000 Penalty: 915.391846
	Iteration 38Q: 3 clusters Score -1496702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1496707.375000 Penalty: 915.391846
	Iteration 39Q: 3 clusters Score -1496707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1496711.500000 Penalty: 915.391846
	Iteration 40F: 3 clusters Score -1496712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1496714.500000 Penalty: 915.391846
	Iteration 41Q: 3 clusters Score -1496714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1496716.000000 Penalty: 915.391846
	Iteration 42Q: 3 clusters Score -1496716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -1496715.750000 Penalty: 915.391846
	Iteration 43Q: 3 clusters Score -1496716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1496719.875000 Penalty: 915.391846
	Iteration 44Q: 3 clusters Score -1496720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1496721.375000 Penalty: 915.391846
	Iteration 45Q: 3 clusters Score -1496721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1496725.875000 Penalty: 915.391846
	Iteration 46Q: 3 clusters Score -1496726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -1496731.750000 Penalty: 915.391846
	Iteration 47Q: 3 clusters Score -1496732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -1496732.625000 Penalty: 915.391846
	Iteration 48Q: 3 clusters Score -1496733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -1496735.750000 Penalty: 915.391846
	Iteration 49Q: 3 clusters Score -1496736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -1496740.625000 Penalty: 915.391846
	Iteration 50Q: 3 clusters Score -1496741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -1496741.750000 Penalty: 915.391846
	Iteration 51Q: 3 clusters Score -1496742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1496742.750000 Penalty: 915.391846
	Iteration 52Q: 3 clusters Score -1496743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1496742.750000 Penalty: 915.391846
	Iteration 53F: 3 clusters Score -1496743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Entering Unmasked Estep 
Score: -201131.093750 Penalty: 369.446198
	Iteration 0F: 2 clusters Score -201131.1 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 1653 members 
Entering Unmasked Estep 
Score: -198843.265625 Penalty: 738.892395
	Iteration 0F: 3 clusters Score -198843.3 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -199628.312500 Penalty: 738.892395
	Iteration 1F: 3 clusters Score -199628.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -199799.406250 Penalty: 738.892395
	Iteration 2F: 3 clusters Score -199799.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -199952.734375 Penalty: 738.892395
	Iteration 3F: 3 clusters Score -199952.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -200118.109375 Penalty: 738.892395
	Iteration 4F: 3 clusters Score -200118.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -200274.203125 Penalty: 738.892395
	Iteration 5F: 3 clusters Score -200274.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -200398.765625 Penalty: 738.892395
	Iteration 6Q: 3 clusters Score -200398.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -200518.437500 Penalty: 738.892395
	Iteration 7Q: 3 clusters Score -200518.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -200594.906250 Penalty: 738.892395
	Iteration 8Q: 3 clusters Score -200594.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -200653.515625 Penalty: 738.892395
	Iteration 9Q: 3 clusters Score -200653.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -200692.984375 Penalty: 738.892395
	Iteration 10Q: 3 clusters Score -200693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -200724.203125 Penalty: 738.892395
	Iteration 11Q: 3 clusters Score -200724.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -200752.281250 Penalty: 738.892395
	Iteration 12Q: 3 clusters Score -200752.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -200781.453125 Penalty: 738.892395
	Iteration 13Q: 3 clusters Score -200781.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -200807.593750 Penalty: 738.892395
	Iteration 14Q: 3 clusters Score -200807.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -200833.687500 Penalty: 738.892395
	Iteration 15Q: 3 clusters Score -200833.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -200857.812500 Penalty: 738.892395
	Iteration 16Q: 3 clusters Score -200857.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -200868.406250 Penalty: 738.892395
	Iteration 17Q: 3 clusters Score -200868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -200875.421875 Penalty: 738.892395
	Iteration 18Q: 3 clusters Score -200875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -200879.140625 Penalty: 738.892395
	Iteration 19Q: 3 clusters Score -200879.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -200884.812500 Penalty: 738.892395
	Iteration 20F: 3 clusters Score -200884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -200889.703125 Penalty: 738.892395
	Iteration 21Q: 3 clusters Score -200889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -200894.500000 Penalty: 738.892395
	Iteration 22Q: 3 clusters Score -200894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -200895.781250 Penalty: 738.892395
	Iteration 23Q: 3 clusters Score -200895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -200896.328125 Penalty: 738.892395
	Iteration 24Q: 3 clusters Score -200896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -200896.328125 Penalty: 738.892395
	Iteration 25F: 3 clusters Score -200896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Entering Unmasked Estep 
Score: -3975969.250000 Penalty: 503.413177
	Iteration 0F: 2 clusters Score -3975969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3932994.500000 Penalty: 1006.826355
	Iteration 0F: 3 clusters Score -3932994 nChanged 31124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -3952982.750000 Penalty: 1006.826355
	Iteration 1F: 3 clusters Score -3952983 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -3955819.750000 Penalty: 1006.826355
	Iteration 2F: 3 clusters Score -3955820 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -3960627.000000 Penalty: 1006.826355
	Iteration 3F: 3 clusters Score -3960627 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -3966524.000000 Penalty: 1006.826355
	Iteration 4F: 3 clusters Score -3966524 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -3971331.750000 Penalty: 1006.826355
	Iteration 5F: 3 clusters Score -3971332 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -3973725.250000 Penalty: 1006.826355
	Iteration 6Q: 3 clusters Score -3973725 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -3974699.000000 Penalty: 1006.826355
	Iteration 7Q: 3 clusters Score -3974699 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -3975099.750000 Penalty: 1006.826355
	Iteration 8Q: 3 clusters Score -3975100 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -3975300.750000 Penalty: 1006.826355
	Iteration 9Q: 3 clusters Score -3975301 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -3975420.500000 Penalty: 1006.826355
	Iteration 10Q: 3 clusters Score -3975420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -3975461.750000 Penalty: 1006.826355
	Iteration 11Q: 3 clusters Score -3975462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -3975510.500000 Penalty: 1006.826355
	Iteration 12Q: 3 clusters Score -3975510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -3975529.500000 Penalty: 1006.826355
	Iteration 13Q: 3 clusters Score -3975530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -3975546.500000 Penalty: 1006.826355
	Iteration 14Q: 3 clusters Score -3975546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -3975550.500000 Penalty: 1006.826355
	Iteration 15Q: 3 clusters Score -3975550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -3975567.000000 Penalty: 1006.826355
	Iteration 16Q: 3 clusters Score -3975567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -3975584.750000 Penalty: 1006.826355
	Iteration 17Q: 3 clusters Score -3975585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -3975589.250000 Penalty: 1006.826355
	Iteration 18Q: 3 clusters Score -3975589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -3975596.500000 Penalty: 1006.826355
	Iteration 19Q: 3 clusters Score -3975596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -3975605.000000 Penalty: 1006.826355
	Iteration 20F: 3 clusters Score -3975605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -3975608.000000 Penalty: 1006.826355
	Iteration 21Q: 3 clusters Score -3975608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -3975610.500000 Penalty: 1006.826355
	Iteration 22Q: 3 clusters Score -3975610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -3975612.250000 Penalty: 1006.826355
	Iteration 23Q: 3 clusters Score -3975612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -3975614.750000 Penalty: 1006.826355
	Iteration 24Q: 3 clusters Score -3975615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -3975619.500000 Penalty: 1006.826355
	Iteration 25Q: 3 clusters Score -3975620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -3975616.750000 Penalty: 1006.826355
	Iteration 26Q: 3 clusters Score -3975617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -3975618.750000 Penalty: 1006.826355
	Iteration 27Q: 3 clusters Score -3975619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -3975624.500000 Penalty: 1006.826355
	Iteration 28Q: 3 clusters Score -3975624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -3975626.000000 Penalty: 1006.826355
	Iteration 29Q: 3 clusters Score -3975626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -3975624.000000 Penalty: 1006.826355
	Iteration 30Q: 3 clusters Score -3975624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -3975625.750000 Penalty: 1006.826355
	Iteration 31Q: 3 clusters Score -3975626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -3975629.500000 Penalty: 1006.826355
	Iteration 32Q: 3 clusters Score -3975630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -3975629.750000 Penalty: 1006.826355
	Iteration 33Q: 3 clusters Score -3975630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -3975629.250000 Penalty: 1006.826355
	Iteration 34Q: 3 clusters Score -3975629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -3975630.000000 Penalty: 1006.826355
	Iteration 35Q: 3 clusters Score -3975630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -3975630.250000 Penalty: 1006.826355
	Iteration 36Q: 3 clusters Score -3975630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -3975631.250000 Penalty: 1006.826355
	Iteration 37Q: 3 clusters Score -3975631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -3975636.500000 Penalty: 1006.826355
	Iteration 38Q: 3 clusters Score -3975636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -3975639.000000 Penalty: 1006.826355
	Iteration 39Q: 3 clusters Score -3975639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -3975640.250000 Penalty: 1006.826355
	Iteration 40F: 3 clusters Score -3975640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -3975638.250000 Penalty: 1006.826355
	Iteration 41Q: 3 clusters Score -3975638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -3975632.750000 Penalty: 1006.826355
	Iteration 42Q: 3 clusters Score -3975633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -3975641.250000 Penalty: 1006.826355
	Iteration 43Q: 3 clusters Score -3975641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -3975647.000000 Penalty: 1006.826355
	Iteration 44Q: 3 clusters Score -3975647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -3975646.500000 Penalty: 1006.826355
	Iteration 45Q: 3 clusters Score -3975646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -3975644.250000 Penalty: 1006.826355
	Iteration 46Q: 3 clusters Score -3975644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -3975645.000000 Penalty: 1006.826355
	Iteration 47Q: 3 clusters Score -3975645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -3975643.750000 Penalty: 1006.826355
	Iteration 48Q: 3 clusters Score -3975644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -3975644.000000 Penalty: 1006.826355
	Iteration 49Q: 3 clusters Score -3975644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -3975644.000000 Penalty: 1006.826355
	Iteration 50F: 3 clusters Score -3975644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -42440.433594 Penalty: 291.362610
	Iteration 0F: 2 clusters Score -42440.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41953.457031 Penalty: 582.725220
	Iteration 0F: 3 clusters Score -41953.46 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42291.960938 Penalty: 582.725220
	Iteration 1F: 3 clusters Score -42291.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42502.292969 Penalty: 582.725220
	Iteration 2F: 3 clusters Score -42502.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42664.250000 Penalty: 582.725220
	Iteration 3F: 3 clusters Score -42664.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42773.222656 Penalty: 582.725220
	Iteration 4Q: 3 clusters Score -42773.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42822.031250 Penalty: 582.725220
	Iteration 5Q: 3 clusters Score -42822.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42841.523438 Penalty: 582.725220
	Iteration 6Q: 3 clusters Score -42841.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42850.210938 Penalty: 582.725220
	Iteration 7Q: 3 clusters Score -42850.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42871.554688 Penalty: 582.725220
	Iteration 8Q: 3 clusters Score -42871.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42890.890625 Penalty: 582.725220
	Iteration 9Q: 3 clusters Score -42890.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42898.406250 Penalty: 582.725220
	Iteration 10Q: 3 clusters Score -42898.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42904.898438 Penalty: 582.725220
	Iteration 11Q: 3 clusters Score -42904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42906.511719 Penalty: 582.725220
	Iteration 12Q: 3 clusters Score -42906.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42907.242188 Penalty: 582.725220
	Iteration 13Q: 3 clusters Score -42907.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42907.242188 Penalty: 582.725220
	Iteration 14F: 3 clusters Score -42907.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 86744 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 554 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 3616 members 
Mstep: Class 26 contains 87411 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 493 members 
Mstep: Class 30 contains 253 members 
Mstep: Class 31 contains 203 members 
Entering Unmasked Estep 
Score: -53211480.000000 Penalty: 19335.181641
Splitting cluster 22 changes total score from -53174032.000000 to -53211480.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 91900 members 
Mstep: Class 6 contains 99815 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 84317 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 90516 members 
Mstep: Class 14 contains 86744 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 72496 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 63833 members 
Mstep: Class 22 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53214132.000000 Penalty: 19335.181641
Iteration 79Q: 32 clusters Score -5.321413e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 91606 members 
Mstep: Class 6 contains 100478 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 2250 members 
Mstep: Class 9 contains 84437 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 42160 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 90139 members 
Mstep: Class 14 contains 86242 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 78852 members 
Mstep: Class 17 contains 28546 members 
Mstep: Class 18 contains 71589 members 
Mstep: Class 19 contains 23454 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 65566 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 556 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 3581 members 
Mstep: Class 26 contains 85927 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 499 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53226644.000000 Penalty: 19335.181641
Iteration 80F: 32 clusters Score -5.322664e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 91241 members 
Mstep: Class 6 contains 100730 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 84379 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 42833 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 89612 members 
Mstep: Class 14 contains 85701 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 78375 members 
Mstep: Class 17 contains 28563 members 
Mstep: Class 18 contains 70529 members 
Mstep: Class 19 contains 23481 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 67350 members 
Mstep: Class 22 contains 451 members 
Mstep: Class 23 contains 581 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3597 members 
Mstep: Class 26 contains 85749 members 
Mstep: Class 27 contains 1435 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 582 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53231540.000000 Penalty: 19335.181641
Iteration 81Q: 32 clusters Score -5.323154e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 90952 members 
Mstep: Class 6 contains 100821 members 
Mstep: Class 7 contains 4391 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 84323 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 43503 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 89088 members 
Mstep: Class 14 contains 85248 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 77924 members 
Mstep: Class 17 contains 28534 members 
Mstep: Class 18 contains 69516 members 
Mstep: Class 19 contains 23479 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 69052 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 591 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 3623 members 
Mstep: Class 26 contains 85699 members 
Mstep: Class 27 contains 1420 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 631 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53233356.000000 Penalty: 19335.181641
Iteration 82Q: 32 clusters Score -5.323336e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 90597 members 
Mstep: Class 6 contains 100812 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 84264 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 44183 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 88618 members 
Mstep: Class 14 contains 84811 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 77493 members 
Mstep: Class 17 contains 28511 members 
Mstep: Class 18 contains 68462 members 
Mstep: Class 19 contains 23475 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 70816 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 3652 members 
Mstep: Class 26 contains 85735 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 249 members 
Mstep: Class 31 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53234212.000000 Penalty: 19335.181641
Iteration 83Q: 32 clusters Score -5.323421e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1230 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 5 contains 90283 members 
Mstep: Class 6 contains 100719 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 84233 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 44828 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 88264 members 
Mstep: Class 14 contains 84468 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 77053 members 
Mstep: Class 17 contains 28481 members 
Mstep: Class 18 contains 67411 members 
Mstep: Class 19 contains 23476 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 72444 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 3677 members 
Mstep: Class 26 contains 85809 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 2297 members 
Mstep: Class 29 contains 708 members 
Mstep: Class 30 contains 251 members 
Mstep: Class 31 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53234924.000000 Penalty: 19335.181641
Iteration 84Q: 32 clusters Score -5.323492e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 90050 members 
Mstep: Class 6 contains 100516 members 
Mstep: Class 7 contains 5470 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 84211 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 45478 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 87977 members 
Mstep: Class 14 contains 84133 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 76674 members 
Mstep: Class 17 contains 28420 members 
Mstep: Class 18 contains 66321 members 
Mstep: Class 19 contains 23447 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 74097 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 3702 members 
Mstep: Class 26 contains 85867 members 
Mstep: Class 27 contains 1349 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 257 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53235704.000000 Penalty: 19335.181641
Iteration 85Q: 32 clusters Score -5.32357e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 89816 members 
Mstep: Class 6 contains 100271 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 84194 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 46119 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 87724 members 
Mstep: Class 14 contains 83829 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 76313 members 
Mstep: Class 17 contains 28404 members 
Mstep: Class 18 contains 65338 members 
Mstep: Class 19 contains 23391 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 75654 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 3721 members 
Mstep: Class 26 contains 85925 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 809 members 
Mstep: Class 30 contains 261 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53236240.000000 Penalty: 19335.181641
Iteration 86Q: 32 clusters Score -5.323624e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 89602 members 
Mstep: Class 6 contains 99970 members 
Mstep: Class 7 contains 6082 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 84192 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 46813 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 87523 members 
Mstep: Class 14 contains 83443 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 75981 members 
Mstep: Class 17 contains 28333 members 
Mstep: Class 18 contains 64462 members 
Mstep: Class 19 contains 23285 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 77199 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 3739 members 
Mstep: Class 26 contains 86026 members 
Mstep: Class 27 contains 1317 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 863 members 
Mstep: Class 30 contains 265 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53237052.000000 Penalty: 19335.181641
Iteration 87Q: 32 clusters Score -5.323705e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 89425 members 
Mstep: Class 6 contains 99657 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 84185 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 47528 members 
Mstep: Class 12 contains 1946 members 
Mstep: Class 13 contains 87345 members 
Mstep: Class 14 contains 82898 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 75631 members 
Mstep: Class 17 contains 28271 members 
Mstep: Class 18 contains 63768 members 
Mstep: Class 19 contains 23140 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 78709 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 517 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 86135 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 915 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53237436.000000 Penalty: 19335.181641
Iteration 88Q: 32 clusters Score -5.323744e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1256 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 1665 members 
Mstep: Class 5 contains 89352 members 
Mstep: Class 6 contains 99352 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 84143 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 48226 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 87178 members 
Mstep: Class 14 contains 82220 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 75278 members 
Mstep: Class 17 contains 28220 members 
Mstep: Class 18 contains 63211 members 
Mstep: Class 19 contains 22947 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 80140 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 86231 members 
Mstep: Class 27 contains 1294 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 973 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53238344.000000 Penalty: 19335.181641
Iteration 89Q: 32 clusters Score -5.323834e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 89282 members 
Mstep: Class 6 contains 99060 members 
Mstep: Class 7 contains 6994 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 84125 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 48908 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 86952 members 
Mstep: Class 14 contains 81570 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 74918 members 
Mstep: Class 17 contains 28179 members 
Mstep: Class 18 contains 62751 members 
Mstep: Class 19 contains 22716 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 81519 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 86305 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 2357 members 
Mstep: Class 29 contains 1035 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53238744.000000 Penalty: 19335.181641
Iteration 90Q: 32 clusters Score -5.323874e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1251 members 
Mstep: Class 3 contains 1595 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 89234 members 
Mstep: Class 6 contains 98794 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 8 contains 1864 members 
Mstep: Class 9 contains 84052 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 49632 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 86721 members 
Mstep: Class 14 contains 80897 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 74571 members 
Mstep: Class 17 contains 28123 members 
Mstep: Class 18 contains 62364 members 
Mstep: Class 19 contains 22472 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 82781 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 86415 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 2360 members 
Mstep: Class 29 contains 1091 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53239240.000000 Penalty: 19335.181641
Iteration 91Q: 32 clusters Score -5.323924e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1255 members 
Mstep: Class 3 contains 1587 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 89180 members 
Mstep: Class 6 contains 98548 members 
Mstep: Class 7 contains 7646 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 84030 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 50430 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 86519 members 
Mstep: Class 14 contains 80143 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 74188 members 
Mstep: Class 17 contains 28095 members 
Mstep: Class 18 contains 62182 members 
Mstep: Class 19 contains 22166 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 83891 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 3744 members 
Mstep: Class 26 contains 86482 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 2360 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53239864.000000 Penalty: 19335.181641
Iteration 92Q: 32 clusters Score -5.323986e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1258 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 89116 members 
Mstep: Class 6 contains 98252 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 84037 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 51281 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 86332 members 
Mstep: Class 14 contains 79434 members 
Mstep: Class 15 contains 487 members 
Mstep: Class 16 contains 73728 members 
Mstep: Class 17 contains 28049 members 
Mstep: Class 18 contains 62089 members 
Mstep: Class 19 contains 21867 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 84849 members 
Mstep: Class 22 contains 457 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 3740 members 
Mstep: Class 26 contains 86610 members 
Mstep: Class 27 contains 1277 members 
Mstep: Class 28 contains 2360 members 
Mstep: Class 29 contains 1230 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240040.000000 Penalty: 19335.181641
Iteration 93Q: 32 clusters Score -5.324004e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 89037 members 
Mstep: Class 6 contains 97918 members 
Mstep: Class 7 contains 8331 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 84092 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 52164 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 86168 members 
Mstep: Class 14 contains 78823 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 73219 members 
Mstep: Class 17 contains 28009 members 
Mstep: Class 18 contains 62061 members 
Mstep: Class 19 contains 21572 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 85600 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3739 members 
Mstep: Class 26 contains 86692 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 2359 members 
Mstep: Class 29 contains 1309 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240256.000000 Penalty: 19335.181641
Iteration 94Q: 32 clusters Score -5.324026e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1281 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 88943 members 
Mstep: Class 6 contains 97532 members 
Mstep: Class 7 contains 8679 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 84144 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 53113 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 86055 members 
Mstep: Class 14 contains 78259 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 72726 members 
Mstep: Class 17 contains 27956 members 
Mstep: Class 18 contains 62138 members 
Mstep: Class 19 contains 21257 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 86167 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3739 members 
Mstep: Class 26 contains 86773 members 
Mstep: Class 27 contains 1275 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 1401 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240880.000000 Penalty: 19335.181641
Iteration 95Q: 32 clusters Score -5.324088e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 88869 members 
Mstep: Class 6 contains 97170 members 
Mstep: Class 7 contains 9016 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 84200 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 54032 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 85952 members 
Mstep: Class 14 contains 77663 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 72232 members 
Mstep: Class 17 contains 27918 members 
Mstep: Class 18 contains 62273 members 
Mstep: Class 19 contains 20928 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 86649 members 
Mstep: Class 22 contains 459 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3744 members 
Mstep: Class 26 contains 86844 members 
Mstep: Class 27 contains 1270 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 1496 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53242556.000000 Penalty: 19335.181641
Iteration 96Q: 32 clusters Score -5.324256e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 88787 members 
Mstep: Class 6 contains 96819 members 
Mstep: Class 7 contains 9312 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 84334 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 54962 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 85906 members 
Mstep: Class 14 contains 77045 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 71690 members 
Mstep: Class 17 contains 27881 members 
Mstep: Class 18 contains 62503 members 
Mstep: Class 19 contains 20608 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 87024 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3749 members 
Mstep: Class 26 contains 86877 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53242536.000000 Penalty: 19335.181641
Iteration 97Q: 32 clusters Score -5.324254e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 88715 members 
Mstep: Class 6 contains 96465 members 
Mstep: Class 7 contains 9627 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 84524 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 55879 members 
Mstep: Class 12 contains 1761 members 
Mstep: Class 13 contains 85875 members 
Mstep: Class 14 contains 76481 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 71116 members 
Mstep: Class 17 contains 27842 members 
Mstep: Class 18 contains 62806 members 
Mstep: Class 19 contains 20286 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 87255 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 86907 members 
Mstep: Class 27 contains 1255 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53242584.000000 Penalty: 19335.181641
Iteration 98Q: 32 clusters Score -5.324258e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 88619 members 
Mstep: Class 6 contains 96118 members 
Mstep: Class 7 contains 9909 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 84639 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 56854 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 85896 members 
Mstep: Class 14 contains 76052 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 70548 members 
Mstep: Class 17 contains 27816 members 
Mstep: Class 18 contains 63184 members 
Mstep: Class 19 contains 19927 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 87289 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3746 members 
Mstep: Class 26 contains 86942 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53242548.000000 Penalty: 19335.181641
Iteration 99Q: 32 clusters Score -5.324255e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 88536 members 
Mstep: Class 6 contains 95811 members 
Mstep: Class 7 contains 10170 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 84846 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 57834 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 85928 members 
Mstep: Class 14 contains 75686 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 69941 members 
Mstep: Class 17 contains 27791 members 
Mstep: Class 18 contains 63589 members 
Mstep: Class 19 contains 19548 members 
Mstep: Class 20 contains 3413 members 
Mstep: Class 21 contains 87163 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3744 members 
Mstep: Class 26 contains 86997 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 1707 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53243056.000000 Penalty: 19335.181641
Iteration 100F: 32 clusters Score -5.324306e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 88515 members 
Mstep: Class 6 contains 95405 members 
Mstep: Class 7 contains 10593 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 84975 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 58848 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 85915 members 
Mstep: Class 14 contains 75399 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 69308 members 
Mstep: Class 17 contains 27756 members 
Mstep: Class 18 contains 63984 members 
Mstep: Class 19 contains 19150 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 86906 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3744 members 
Mstep: Class 26 contains 87044 members 
Mstep: Class 27 contains 1252 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 1847 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53244024.000000 Penalty: 19335.181641
Iteration 101Q: 32 clusters Score -5.324402e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 88474 members 
Mstep: Class 6 contains 94987 members 
Mstep: Class 7 contains 11034 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 85124 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 59921 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 85888 members 
Mstep: Class 14 contains 75305 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 68606 members 
Mstep: Class 17 contains 27766 members 
Mstep: Class 18 contains 64379 members 
Mstep: Class 19 contains 18761 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 86473 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 87120 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53244240.000000 Penalty: 19335.181641
Iteration 102Q: 32 clusters Score -5.324424e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 1545 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 88448 members 
Mstep: Class 6 contains 94569 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 85240 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 61076 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 85895 members 
Mstep: Class 14 contains 75418 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 67940 members 
Mstep: Class 17 contains 27728 members 
Mstep: Class 18 contains 64847 members 
Mstep: Class 19 contains 18347 members 
Mstep: Class 20 contains 3432 members 
Mstep: Class 21 contains 85775 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 87139 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 2076 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53244708.000000 Penalty: 19335.181641
Iteration 103Q: 32 clusters Score -5.324471e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 88411 members 
Mstep: Class 6 contains 94100 members 
Mstep: Class 7 contains 11962 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 85260 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 62219 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 85916 members 
Mstep: Class 14 contains 75625 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 27710 members 
Mstep: Class 18 contains 65310 members 
Mstep: Class 19 contains 17958 members 
Mstep: Class 20 contains 3429 members 
Mstep: Class 21 contains 85028 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 87224 members 
Mstep: Class 27 contains 1252 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 2157 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53244856.000000 Penalty: 19335.181641
Iteration 104Q: 32 clusters Score -5.324486e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 1646 members 
Mstep: Class 5 contains 88381 members 
Mstep: Class 6 contains 93635 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 1820 members 
Mstep: Class 9 contains 85302 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 63472 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 85925 members 
Mstep: Class 14 contains 76046 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 66484 members 
Mstep: Class 17 contains 27653 members 
Mstep: Class 18 contains 65700 members 
Mstep: Class 19 contains 17552 members 
Mstep: Class 20 contains 3441 members 
Mstep: Class 21 contains 84208 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 3749 members 
Mstep: Class 26 contains 87264 members 
Mstep: Class 27 contains 1252 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 2234 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53245536.000000 Penalty: 19335.181641
Iteration 105Q: 32 clusters Score -5.324554e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 88305 members 
Mstep: Class 6 contains 93184 members 
Mstep: Class 7 contains 12897 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 85273 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 64738 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 85937 members 
Mstep: Class 14 contains 76554 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 65723 members 
Mstep: Class 17 contains 27563 members 
Mstep: Class 18 contains 66010 members 
Mstep: Class 19 contains 17105 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 83487 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 3749 members 
Mstep: Class 26 contains 87358 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2307 members 
Mstep: Class 30 contains 287 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53245736.000000 Penalty: 19335.181641
Iteration 106Q: 32 clusters Score -5.324574e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 1667 members 
Mstep: Class 5 contains 88220 members 
Mstep: Class 6 contains 92806 members 
Mstep: Class 7 contains 13319 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 85204 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 66045 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 13 contains 85901 members 
Mstep: Class 14 contains 77013 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 65001 members 
Mstep: Class 17 contains 27441 members 
Mstep: Class 18 contains 66272 members 
Mstep: Class 19 contains 16712 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 82862 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 87412 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 2370 members 
Mstep: Class 30 contains 292 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53246172.000000 Penalty: 19335.181641
Iteration 107Q: 32 clusters Score -5.324617e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 88082 members 
Mstep: Class 6 contains 92419 members 
Mstep: Class 7 contains 13732 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 85184 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 67405 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 85831 members 
Mstep: Class 14 contains 77517 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 64274 members 
Mstep: Class 17 contains 27290 members 
Mstep: Class 18 contains 66492 members 
Mstep: Class 19 contains 16309 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 82285 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 87449 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2409 members 
Mstep: Class 30 contains 296 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53246532.000000 Penalty: 19335.181641
Iteration 108Q: 32 clusters Score -5.324653e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 87997 members 
Mstep: Class 6 contains 92076 members 
Mstep: Class 7 contains 14149 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 84980 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 68738 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 85806 members 
Mstep: Class 14 contains 78075 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 63596 members 
Mstep: Class 17 contains 27149 members 
Mstep: Class 18 contains 66631 members 
Mstep: Class 19 contains 15921 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 81838 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 3761 members 
Mstep: Class 26 contains 87417 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2435 members 
Mstep: Class 30 contains 298 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53247124.000000 Penalty: 19335.181641
Iteration 109Q: 32 clusters Score -5.324712e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 87868 members 
Mstep: Class 6 contains 91763 members 
Mstep: Class 7 contains 14621 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 84716 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 70105 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 85754 members 
Mstep: Class 14 contains 78595 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 62945 members 
Mstep: Class 17 contains 27001 members 
Mstep: Class 18 contains 66717 members 
Mstep: Class 19 contains 15518 members 
Mstep: Class 20 contains 3504 members 
Mstep: Class 21 contains 81501 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87387 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53247344.000000 Penalty: 19335.181641
Iteration 110Q: 32 clusters Score -5.324734e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 87743 members 
Mstep: Class 6 contains 91468 members 
Mstep: Class 7 contains 15098 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 84394 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 71539 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 85704 members 
Mstep: Class 14 contains 79112 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 62283 members 
Mstep: Class 17 contains 26818 members 
Mstep: Class 18 contains 66744 members 
Mstep: Class 19 contains 15048 members 
Mstep: Class 20 contains 3511 members 
Mstep: Class 21 contains 81280 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 3765 members 
Mstep: Class 26 contains 87328 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53247540.000000 Penalty: 19335.181641
Iteration 111Q: 32 clusters Score -5.324754e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 87594 members 
Mstep: Class 6 contains 91182 members 
Mstep: Class 7 contains 15585 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 84000 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 72982 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 85726 members 
Mstep: Class 14 contains 79536 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 61635 members 
Mstep: Class 17 contains 26628 members 
Mstep: Class 18 contains 66778 members 
Mstep: Class 19 contains 14566 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 81183 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 87272 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 2454 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53248180.000000 Penalty: 19335.181641
Iteration 112Q: 32 clusters Score -5.324818e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 87435 members 
Mstep: Class 6 contains 90919 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 83588 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 74506 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 85688 members 
Mstep: Class 14 contains 79846 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 61036 members 
Mstep: Class 17 contains 26400 members 
Mstep: Class 18 contains 66787 members 
Mstep: Class 19 contains 14039 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 81206 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 87239 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 311 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53248632.000000 Penalty: 19335.181641
Iteration 113Q: 32 clusters Score -5.324863e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 87210 members 
Mstep: Class 6 contains 90687 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 83156 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 76101 members 
Mstep: Class 12 contains 1409 members 
Mstep: Class 13 contains 85626 members 
Mstep: Class 14 contains 80125 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 60457 members 
Mstep: Class 17 contains 26131 members 
Mstep: Class 18 contains 66762 members 
Mstep: Class 19 contains 13497 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 81322 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 597 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3761 members 
Mstep: Class 26 contains 87217 members 
Mstep: Class 27 contains 1250 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53249224.000000 Penalty: 19335.181641
Iteration 114Q: 32 clusters Score -5.324922e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1675 members 
Mstep: Class 5 contains 86821 members 
Mstep: Class 6 contains 90498 members 
Mstep: Class 7 contains 17083 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 82772 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 77614 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 85522 members 
Mstep: Class 14 contains 80353 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 59871 members 
Mstep: Class 17 contains 25854 members 
Mstep: Class 18 contains 66696 members 
Mstep: Class 19 contains 13061 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 81598 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87185 members 
Mstep: Class 27 contains 1250 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2450 members 
Mstep: Class 30 contains 315 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53249640.000000 Penalty: 19335.181641
Iteration 115Q: 32 clusters Score -5.324964e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 86266 members 
Mstep: Class 6 contains 90390 members 
Mstep: Class 7 contains 17565 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 82398 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 79415 members 
Mstep: Class 12 contains 1400 members 
Mstep: Class 13 contains 85375 members 
Mstep: Class 14 contains 80469 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 59250 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 66551 members 
Mstep: Class 19 contains 12665 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 81924 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 87155 members 
Mstep: Class 27 contains 1250 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2443 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53250404.000000 Penalty: 19335.181641
Iteration 116Q: 32 clusters Score -5.32504e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 85611 members 
Mstep: Class 6 contains 90333 members 
Mstep: Class 7 contains 18008 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 82060 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 81528 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 85106 members 
Mstep: Class 14 contains 80505 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 58575 members 
Mstep: Class 17 contains 25078 members 
Mstep: Class 18 contains 66369 members 
Mstep: Class 19 contains 12326 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 82220 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3763 members 
Mstep: Class 26 contains 87152 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 2439 members 
Mstep: Class 30 contains 320 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53250704.000000 Penalty: 19335.181641
Iteration 117Q: 32 clusters Score -5.32507e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 84795 members 
Mstep: Class 6 contains 90348 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 81734 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 83961 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 84736 members 
Mstep: Class 14 contains 80520 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57847 members 
Mstep: Class 17 contains 24572 members 
Mstep: Class 18 contains 66132 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82551 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 601 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87167 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2326 members 
Mstep: Class 29 contains 2440 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53250376.000000 Penalty: 19335.181641
Iteration 118Q: 32 clusters Score -5.325038e+07 nChanged 8884
Entering ConstructFrom: 
Score: -53250376.000000 Penalty: 19335.181641
Entering ConstructFrom: 
Trying to split cluster 1 (14710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Entering Unmasked Estep 
Score: -953908.937500 Penalty: 436.630859
	Iteration 0F: 2 clusters Score -953908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -944116.125000 Penalty: 873.261719
	Iteration 0F: 3 clusters Score -944116.1 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -948330.437500 Penalty: 873.261719
	Iteration 1F: 3 clusters Score -948330.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -948929.937500 Penalty: 873.261719
	Iteration 2F: 3 clusters Score -948929.9 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -949865.125000 Penalty: 873.261719
	Iteration 3F: 3 clusters Score -949865.1 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -950935.375000 Penalty: 873.261719
	Iteration 4F: 3 clusters Score -950935.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -951939.562500 Penalty: 873.261719
	Iteration 5F: 3 clusters Score -951939.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -952611.187500 Penalty: 873.261719
	Iteration 6Q: 3 clusters Score -952611.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -952986.500000 Penalty: 873.261719
	Iteration 7Q: 3 clusters Score -952986.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -953183.187500 Penalty: 873.261719
	Iteration 8Q: 3 clusters Score -953183.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -953277.687500 Penalty: 873.261719
	Iteration 9Q: 3 clusters Score -953277.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -953340.062500 Penalty: 873.261719
	Iteration 10Q: 3 clusters Score -953340.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -953385.437500 Penalty: 873.261719
	Iteration 11Q: 3 clusters Score -953385.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -953422.437500 Penalty: 873.261719
	Iteration 12Q: 3 clusters Score -953422.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -953453.500000 Penalty: 873.261719
	Iteration 13Q: 3 clusters Score -953453.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -953467.812500 Penalty: 873.261719
	Iteration 14Q: 3 clusters Score -953467.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -953478.250000 Penalty: 873.261719
	Iteration 15Q: 3 clusters Score -953478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -953490.562500 Penalty: 873.261719
	Iteration 16Q: 3 clusters Score -953490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -953499.687500 Penalty: 873.261719
	Iteration 17Q: 3 clusters Score -953499.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -953512.812500 Penalty: 873.261719
	Iteration 18Q: 3 clusters Score -953512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -953520.125000 Penalty: 873.261719
	Iteration 19Q: 3 clusters Score -953520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -953524.687500 Penalty: 873.261719
	Iteration 20F: 3 clusters Score -953524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -953527.625000 Penalty: 873.261719
	Iteration 21Q: 3 clusters Score -953527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -953529.312500 Penalty: 873.261719
	Iteration 22Q: 3 clusters Score -953529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -953529.312500 Penalty: 873.261719
	Iteration 23F: 3 clusters Score -953529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -48525.023438 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -48525.02 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 687 members 
Entering Unmasked Estep 
Score: -47641.996094 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -47642 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -50257.066406 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -50257.07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -51828.980469 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -51828.98 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -52339.503906 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -52339.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -52631.023438 Penalty: 658.768555
	Iteration 4Q: 3 clusters Score -52631.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -52878.199219 Penalty: 658.768555
	Iteration 5Q: 3 clusters Score -52878.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -52985.378906 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -52985.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -53034.863281 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -53034.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -53095.968750 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -53095.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -53126.804688 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -53126.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -53138.292969 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -53138.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -53150.714844 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -53150.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53155.078125 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -53155.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -53159.078125 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -53159.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -53158.460938 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -53158.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -53158.460938 Penalty: 658.768555
	Iteration 15F: 3 clusters Score -53158.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Entering Unmasked Estep 
Score: -53253892.000000 Penalty: 19958.896484
Splitting cluster 2 changes total score from -53250376.000000 to -53253892.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -98874.085938 Penalty: 333.741669
	Iteration 0F: 2 clusters Score -98874.09 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 775 members 
Entering Unmasked Estep 
Score: -97728.835938 Penalty: 667.483337
	Iteration 0F: 3 clusters Score -97728.84 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -98167.750000 Penalty: 667.483337
	Iteration 1F: 3 clusters Score -98167.75 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98350.742188 Penalty: 667.483337
	Iteration 2F: 3 clusters Score -98350.74 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -98474.125000 Penalty: 667.483337
	Iteration 3F: 3 clusters Score -98474.12 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -98558.890625 Penalty: 667.483337
	Iteration 4F: 3 clusters Score -98558.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -98614.484375 Penalty: 667.483337
	Iteration 5Q: 3 clusters Score -98614.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -98652.390625 Penalty: 667.483337
	Iteration 6Q: 3 clusters Score -98652.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98695.773438 Penalty: 667.483337
	Iteration 7Q: 3 clusters Score -98695.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -98758.570312 Penalty: 667.483337
	Iteration 8Q: 3 clusters Score -98758.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98816.656250 Penalty: 667.483337
	Iteration 9Q: 3 clusters Score -98816.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98863.250000 Penalty: 667.483337
	Iteration 10Q: 3 clusters Score -98863.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98898.390625 Penalty: 667.483337
	Iteration 11Q: 3 clusters Score -98898.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98942.210938 Penalty: 667.483337
	Iteration 12Q: 3 clusters Score -98942.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -99008.976562 Penalty: 667.483337
	Iteration 13Q: 3 clusters Score -99008.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99050.164062 Penalty: 667.483337
	Iteration 14Q: 3 clusters Score -99050.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99058.406250 Penalty: 667.483337
	Iteration 15Q: 3 clusters Score -99058.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99064.140625 Penalty: 667.483337
	Iteration 16Q: 3 clusters Score -99064.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99065.515625 Penalty: 667.483337
	Iteration 17Q: 3 clusters Score -99065.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99065.796875 Penalty: 667.483337
	Iteration 18Q: 3 clusters Score -99065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99065.835938 Penalty: 667.483337
	Iteration 19Q: 3 clusters Score -99065.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99065.835938 Penalty: 667.483337
	Iteration 20F: 3 clusters Score -99065.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Entering Unmasked Estep 
Score: -53253792.000000 Penalty: 20582.613281
Splitting cluster 3 changes total score from -53250376.000000 to -53253792.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -98812.367188 Penalty: 337.826660
	Iteration 0F: 2 clusters Score -98812.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -97649.953125 Penalty: 675.653320
	Iteration 0F: 3 clusters Score -97649.95 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -98540.414062 Penalty: 675.653320
	Iteration 1F: 3 clusters Score -98540.41 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -99007.546875 Penalty: 675.653320
	Iteration 2F: 3 clusters Score -99007.55 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99249.734375 Penalty: 675.653320
	Iteration 3F: 3 clusters Score -99249.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -99339.906250 Penalty: 675.653320
	Iteration 4F: 3 clusters Score -99339.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99395.007812 Penalty: 675.653320
	Iteration 5Q: 3 clusters Score -99395.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99436.117188 Penalty: 675.653320
	Iteration 6Q: 3 clusters Score -99436.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -99454.742188 Penalty: 675.653320
	Iteration 7Q: 3 clusters Score -99454.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -99463.218750 Penalty: 675.653320
	Iteration 8Q: 3 clusters Score -99463.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -99465.460938 Penalty: 675.653320
	Iteration 9Q: 3 clusters Score -99465.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -99466.609375 Penalty: 675.653320
	Iteration 10Q: 3 clusters Score -99466.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -99466.882812 Penalty: 675.653320
	Iteration 11Q: 3 clusters Score -99466.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99467.039062 Penalty: 675.653320
	Iteration 12Q: 3 clusters Score -99467.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -99467.843750 Penalty: 675.653320
	Iteration 13Q: 3 clusters Score -99467.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -99468.265625 Penalty: 675.653320
	Iteration 14Q: 3 clusters Score -99468.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -99469.210938 Penalty: 675.653320
	Iteration 15Q: 3 clusters Score -99469.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99469.687500 Penalty: 675.653320
	Iteration 16Q: 3 clusters Score -99469.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99470.546875 Penalty: 675.653320
	Iteration 17Q: 3 clusters Score -99470.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99470.546875 Penalty: 675.653320
	Iteration 18F: 3 clusters Score -99470.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
Score: -53254028.000000 Penalty: 21206.328125
Splitting cluster 4 changes total score from -53250376.000000 to -53254028.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 5 (83863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Entering Unmasked Estep 
Score: -5141473.000000 Penalty: 515.830750
	Iteration 0F: 2 clusters Score -5141473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5085201.000000 Penalty: 1031.661499
	Iteration 0F: 3 clusters Score -5085201 nChanged 40643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5109416.000000 Penalty: 1031.661499
	Iteration 1F: 3 clusters Score -5109416 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5110282.500000 Penalty: 1031.661499
	Iteration 2Q: 3 clusters Score -5110282 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -5111308.000000 Penalty: 1031.661499
	Iteration 3Q: 3 clusters Score -5111308 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -5112960.000000 Penalty: 1031.661499
	Iteration 4Q: 3 clusters Score -5112960 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -5115653.500000 Penalty: 1031.661499
	Iteration 5F: 3 clusters Score -5115654 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5119379.000000 Penalty: 1031.661499
	Iteration 6F: 3 clusters Score -5119379 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -5123422.500000 Penalty: 1031.661499
	Iteration 7F: 3 clusters Score -5123422 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -5127382.000000 Penalty: 1031.661499
	Iteration 8F: 3 clusters Score -5127382 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5130712.000000 Penalty: 1031.661499
	Iteration 9F: 3 clusters Score -5130712 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5133254.000000 Penalty: 1031.661499
	Iteration 10Q: 3 clusters Score -5133254 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -5135163.500000 Penalty: 1031.661499
	Iteration 11Q: 3 clusters Score -5135164 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5136681.500000 Penalty: 1031.661499
	Iteration 12Q: 3 clusters Score -5136682 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5137833.000000 Penalty: 1031.661499
	Iteration 13Q: 3 clusters Score -5137833 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5138708.500000 Penalty: 1031.661499
	Iteration 14Q: 3 clusters Score -5138708 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5139348.500000 Penalty: 1031.661499
	Iteration 15Q: 3 clusters Score -5139348 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5139787.500000 Penalty: 1031.661499
	Iteration 16Q: 3 clusters Score -5139788 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5140158.000000 Penalty: 1031.661499
	Iteration 17Q: 3 clusters Score -5140158 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5140419.000000 Penalty: 1031.661499
	Iteration 18Q: 3 clusters Score -5140419 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5140617.000000 Penalty: 1031.661499
	Iteration 19Q: 3 clusters Score -5140617 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5140747.000000 Penalty: 1031.661499
	Iteration 20F: 3 clusters Score -5140747 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5140838.500000 Penalty: 1031.661499
	Iteration 21Q: 3 clusters Score -5140838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5140883.500000 Penalty: 1031.661499
	Iteration 22Q: 3 clusters Score -5140884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5140928.500000 Penalty: 1031.661499
	Iteration 23Q: 3 clusters Score -5140928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5140951.000000 Penalty: 1031.661499
	Iteration 24Q: 3 clusters Score -5140951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5140982.000000 Penalty: 1031.661499
	Iteration 25Q: 3 clusters Score -5140982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5140992.000000 Penalty: 1031.661499
	Iteration 26Q: 3 clusters Score -5140992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5141004.000000 Penalty: 1031.661499
	Iteration 27Q: 3 clusters Score -5141004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5141016.000000 Penalty: 1031.661499
	Iteration 28Q: 3 clusters Score -5141016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5141024.000000 Penalty: 1031.661499
	Iteration 29Q: 3 clusters Score -5141024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5141037.500000 Penalty: 1031.661499
	Iteration 30Q: 3 clusters Score -5141038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5141040.000000 Penalty: 1031.661499
	Iteration 31Q: 3 clusters Score -5141040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5141046.500000 Penalty: 1031.661499
	Iteration 32Q: 3 clusters Score -5141046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5141050.000000 Penalty: 1031.661499
	Iteration 33Q: 3 clusters Score -5141050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5141049.500000 Penalty: 1031.661499
	Iteration 34Q: 3 clusters Score -5141050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5141049.500000 Penalty: 1031.661499
	Iteration 35Q: 3 clusters Score -5141050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5141049.500000 Penalty: 1031.661499
	Iteration 36F: 3 clusters Score -5141050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (90436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Entering Unmasked Estep 
Score: -5574940.000000 Penalty: 519.264099
	Iteration 0F: 2 clusters Score -5574940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5514469.000000 Penalty: 1038.528198
	Iteration 0F: 3 clusters Score -5514469 nChanged 44060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5541377.500000 Penalty: 1038.528198
	Iteration 1F: 3 clusters Score -5541378 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5543069.000000 Penalty: 1038.528198
	Iteration 2Q: 3 clusters Score -5543069 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5545439.500000 Penalty: 1038.528198
	Iteration 3F: 3 clusters Score -5545440 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5548765.500000 Penalty: 1038.528198
	Iteration 4F: 3 clusters Score -5548766 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5553536.500000 Penalty: 1038.528198
	Iteration 5F: 3 clusters Score -5553536 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5558689.000000 Penalty: 1038.528198
	Iteration 6F: 3 clusters Score -5558689 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5561541.500000 Penalty: 1038.528198
	Iteration 7F: 3 clusters Score -5561542 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -5562522.000000 Penalty: 1038.528198
	Iteration 8Q: 3 clusters Score -5562522 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -5563128.000000 Penalty: 1038.528198
	Iteration 9Q: 3 clusters Score -5563128 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -5563671.500000 Penalty: 1038.528198
	Iteration 10Q: 3 clusters Score -5563672 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5564243.500000 Penalty: 1038.528198
	Iteration 11Q: 3 clusters Score -5564244 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -5564794.500000 Penalty: 1038.528198
	Iteration 12Q: 3 clusters Score -5564794 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -5565331.000000 Penalty: 1038.528198
	Iteration 13Q: 3 clusters Score -5565331 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5565914.000000 Penalty: 1038.528198
	Iteration 14Q: 3 clusters Score -5565914 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5566531.500000 Penalty: 1038.528198
	Iteration 15Q: 3 clusters Score -5566532 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5567151.000000 Penalty: 1038.528198
	Iteration 16Q: 3 clusters Score -5567151 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5567802.500000 Penalty: 1038.528198
	Iteration 17Q: 3 clusters Score -5567802 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5568414.500000 Penalty: 1038.528198
	Iteration 18Q: 3 clusters Score -5568414 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -5568978.500000 Penalty: 1038.528198
	Iteration 19Q: 3 clusters Score -5568978 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5569500.500000 Penalty: 1038.528198
	Iteration 20F: 3 clusters Score -5569500 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5570012.000000 Penalty: 1038.528198
	Iteration 21Q: 3 clusters Score -5570012 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5570452.500000 Penalty: 1038.528198
	Iteration 22Q: 3 clusters Score -5570452 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5570924.500000 Penalty: 1038.528198
	Iteration 23Q: 3 clusters Score -5570924 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -5571349.500000 Penalty: 1038.528198
	Iteration 24Q: 3 clusters Score -5571350 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -5571720.500000 Penalty: 1038.528198
	Iteration 25Q: 3 clusters Score -5571720 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -5572111.000000 Penalty: 1038.528198
	Iteration 26Q: 3 clusters Score -5572111 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5572481.000000 Penalty: 1038.528198
	Iteration 27Q: 3 clusters Score -5572481 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5572779.000000 Penalty: 1038.528198
	Iteration 28Q: 3 clusters Score -5572779 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5573015.000000 Penalty: 1038.528198
	Iteration 29Q: 3 clusters Score -5573015 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5573292.000000 Penalty: 1038.528198
	Iteration 30Q: 3 clusters Score -5573292 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5573507.500000 Penalty: 1038.528198
	Iteration 31Q: 3 clusters Score -5573508 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5573732.500000 Penalty: 1038.528198
	Iteration 32Q: 3 clusters Score -5573732 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5573874.500000 Penalty: 1038.528198
	Iteration 33Q: 3 clusters Score -5573874 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5574076.500000 Penalty: 1038.528198
	Iteration 34Q: 3 clusters Score -5574076 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5574237.000000 Penalty: 1038.528198
	Iteration 35Q: 3 clusters Score -5574237 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5574358.500000 Penalty: 1038.528198
	Iteration 36Q: 3 clusters Score -5574358 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5574439.000000 Penalty: 1038.528198
	Iteration 37Q: 3 clusters Score -5574439 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5574486.500000 Penalty: 1038.528198
	Iteration 38Q: 3 clusters Score -5574486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5574551.000000 Penalty: 1038.528198
	Iteration 39Q: 3 clusters Score -5574551 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5574596.000000 Penalty: 1038.528198
	Iteration 40F: 3 clusters Score -5574596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5574644.000000 Penalty: 1038.528198
	Iteration 41Q: 3 clusters Score -5574644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5574666.000000 Penalty: 1038.528198
	Iteration 42Q: 3 clusters Score -5574666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5574693.500000 Penalty: 1038.528198
	Iteration 43Q: 3 clusters Score -5574694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5574713.500000 Penalty: 1038.528198
	Iteration 44Q: 3 clusters Score -5574714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5574720.500000 Penalty: 1038.528198
	Iteration 45Q: 3 clusters Score -5574720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5574723.000000 Penalty: 1038.528198
	Iteration 46Q: 3 clusters Score -5574723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5574747.500000 Penalty: 1038.528198
	Iteration 47Q: 3 clusters Score -5574748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5574774.000000 Penalty: 1038.528198
	Iteration 48Q: 3 clusters Score -5574774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5574789.000000 Penalty: 1038.528198
	Iteration 49Q: 3 clusters Score -5574789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5574801.000000 Penalty: 1038.528198
	Iteration 50Q: 3 clusters Score -5574801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5574806.000000 Penalty: 1038.528198
	Iteration 51Q: 3 clusters Score -5574806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5574810.500000 Penalty: 1038.528198
	Iteration 52Q: 3 clusters Score -5574810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5574815.500000 Penalty: 1038.528198
	Iteration 53Q: 3 clusters Score -5574816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5574817.500000 Penalty: 1038.528198
	Iteration 54Q: 3 clusters Score -5574818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5574819.500000 Penalty: 1038.528198
	Iteration 55Q: 3 clusters Score -5574820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5574825.500000 Penalty: 1038.528198
	Iteration 56Q: 3 clusters Score -5574826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5574817.500000 Penalty: 1038.528198
	Iteration 57Q: 3 clusters Score -5574818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5574813.000000 Penalty: 1038.528198
	Iteration 58Q: 3 clusters Score -5574813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5574811.000000 Penalty: 1038.528198
	Iteration 59Q: 3 clusters Score -5574811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5574813.000000 Penalty: 1038.528198
	Iteration 60F: 3 clusters Score -5574813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5574818.500000 Penalty: 1038.528198
	Iteration 61Q: 3 clusters Score -5574818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5574821.000000 Penalty: 1038.528198
	Iteration 62Q: 3 clusters Score -5574821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5574830.000000 Penalty: 1038.528198
	Iteration 63Q: 3 clusters Score -5574830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5574829.500000 Penalty: 1038.528198
	Iteration 64Q: 3 clusters Score -5574830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5574831.000000 Penalty: 1038.528198
	Iteration 65Q: 3 clusters Score -5574831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5574832.000000 Penalty: 1038.528198
	Iteration 66Q: 3 clusters Score -5574832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5574831.000000 Penalty: 1038.528198
	Iteration 67Q: 3 clusters Score -5574831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5574829.500000 Penalty: 1038.528198
	Iteration 68Q: 3 clusters Score -5574830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5574827.500000 Penalty: 1038.528198
	Iteration 69Q: 3 clusters Score -5574828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5574829.000000 Penalty: 1038.528198
	Iteration 70Q: 3 clusters Score -5574829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5574824.000000 Penalty: 1038.528198
	Iteration 71Q: 3 clusters Score -5574824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5574831.000000 Penalty: 1038.528198
	Iteration 72Q: 3 clusters Score -5574831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5574826.500000 Penalty: 1038.528198
	Iteration 73Q: 3 clusters Score -5574826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5574826.500000 Penalty: 1038.528198
	Iteration 74Q: 3 clusters Score -5574826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5574829.500000 Penalty: 1038.528198
	Iteration 75Q: 3 clusters Score -5574830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5574827.500000 Penalty: 1038.528198
	Iteration 76Q: 3 clusters Score -5574828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5574825.500000 Penalty: 1038.528198
	Iteration 77Q: 3 clusters Score -5574826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5574827.500000 Penalty: 1038.528198
	Iteration 78Q: 3 clusters Score -5574828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5574831.000000 Penalty: 1038.528198
	Iteration 79Q: 3 clusters Score -5574831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5574832.000000 Penalty: 1038.528198
	Iteration 80F: 3 clusters Score -5574832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5574834.000000 Penalty: 1038.528198
	Iteration 81Q: 3 clusters Score -5574834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5574831.500000 Penalty: 1038.528198
	Iteration 82Q: 3 clusters Score -5574832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5574830.500000 Penalty: 1038.528198
	Iteration 83Q: 3 clusters Score -5574830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5574830.500000 Penalty: 1038.528198
	Iteration 84Q: 3 clusters Score -5574830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5574834.000000 Penalty: 1038.528198
	Iteration 85Q: 3 clusters Score -5574834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5574834.000000 Penalty: 1038.528198
	Iteration 86F: 3 clusters Score -5574834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Entering Unmasked Estep 
Score: -1211714.750000 Penalty: 447.829651
	Iteration 0F: 2 clusters Score -1211715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1199210.375000 Penalty: 895.659302
	Iteration 0F: 3 clusters Score -1199210 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1204087.250000 Penalty: 895.659302
	Iteration 1F: 3 clusters Score -1204087 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1204231.250000 Penalty: 895.659302
	Iteration 2Q: 3 clusters Score -1204231 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1204395.750000 Penalty: 895.659302
	Iteration 3Q: 3 clusters Score -1204396 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1204611.750000 Penalty: 895.659302
	Iteration 4Q: 3 clusters Score -1204612 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1204964.500000 Penalty: 895.659302
	Iteration 5Q: 3 clusters Score -1204964 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1205573.750000 Penalty: 895.659302
	Iteration 6F: 3 clusters Score -1205574 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1206608.125000 Penalty: 895.659302
	Iteration 7F: 3 clusters Score -1206608 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1208134.375000 Penalty: 895.659302
	Iteration 8F: 3 clusters Score -1208134 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1209699.000000 Penalty: 895.659302
	Iteration 9F: 3 clusters Score -1209699 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1210747.875000 Penalty: 895.659302
	Iteration 10F: 3 clusters Score -1210748 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1211130.250000 Penalty: 895.659302
	Iteration 11Q: 3 clusters Score -1211130 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1211263.500000 Penalty: 895.659302
	Iteration 12Q: 3 clusters Score -1211264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1211297.750000 Penalty: 895.659302
	Iteration 13Q: 3 clusters Score -1211298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1211302.125000 Penalty: 895.659302
	Iteration 14Q: 3 clusters Score -1211302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1211305.250000 Penalty: 895.659302
	Iteration 15Q: 3 clusters Score -1211305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1211308.375000 Penalty: 895.659302
	Iteration 16Q: 3 clusters Score -1211308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1211308.375000 Penalty: 895.659302
	Iteration 17F: 3 clusters Score -1211308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -89692.195312 Penalty: 340.589874
	Iteration 0F: 2 clusters Score -89692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -88558.671875 Penalty: 681.179749
	Iteration 0F: 3 clusters Score -88558.67 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -90242.656250 Penalty: 681.179749
	Iteration 1F: 3 clusters Score -90242.66 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -91296.929688 Penalty: 681.179749
	Iteration 2F: 3 clusters Score -91296.93 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -91731.046875 Penalty: 681.179749
	Iteration 3F: 3 clusters Score -91731.05 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92232.976562 Penalty: 681.179749
	Iteration 4F: 3 clusters Score -92232.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92540.578125 Penalty: 681.179749
	Iteration 5Q: 3 clusters Score -92540.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -92586.703125 Penalty: 681.179749
	Iteration 6Q: 3 clusters Score -92586.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92589.398438 Penalty: 681.179749
	Iteration 7Q: 3 clusters Score -92589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -92588.773438 Penalty: 681.179749
	Iteration 8Q: 3 clusters Score -92588.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92593.242188 Penalty: 681.179749
	Iteration 9Q: 3 clusters Score -92593.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92602.710938 Penalty: 681.179749
	Iteration 10Q: 3 clusters Score -92602.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92591.429688 Penalty: 681.179749
	Iteration 11Q: 3 clusters Score -92591.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92606.804688 Penalty: 681.179749
	Iteration 12Q: 3 clusters Score -92606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92605.156250 Penalty: 681.179749
	Iteration 13Q: 3 clusters Score -92605.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92604.843750 Penalty: 681.179749
	Iteration 14Q: 3 clusters Score -92604.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92601.828125 Penalty: 681.179749
	Iteration 15Q: 3 clusters Score -92601.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92605.585938 Penalty: 681.179749
	Iteration 16Q: 3 clusters Score -92605.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92607.734375 Penalty: 681.179749
	Iteration 17Q: 3 clusters Score -92607.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92607.734375 Penalty: 681.179749
	Iteration 18F: 3 clusters Score -92607.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Entering Unmasked Estep 
Score: -53256588.000000 Penalty: 21830.042969
Splitting cluster 8 changes total score from -53250376.000000 to -53256588.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (81507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Entering Unmasked Estep 
Score: -5010034.500000 Penalty: 514.534180
	Iteration 0F: 2 clusters Score -5010034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4955379.500000 Penalty: 1029.068359
	Iteration 0F: 3 clusters Score -4955380 nChanged 39878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4983994.500000 Penalty: 1029.068359
	Iteration 1F: 3 clusters Score -4983994 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4989360.500000 Penalty: 1029.068359
	Iteration 2F: 3 clusters Score -4989360 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4995791.000000 Penalty: 1029.068359
	Iteration 3F: 3 clusters Score -4995791 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -5001551.500000 Penalty: 1029.068359
	Iteration 4F: 3 clusters Score -5001552 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -5004159.000000 Penalty: 1029.068359
	Iteration 5F: 3 clusters Score -5004159 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5005040.500000 Penalty: 1029.068359
	Iteration 6Q: 3 clusters Score -5005040 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5005465.500000 Penalty: 1029.068359
	Iteration 7Q: 3 clusters Score -5005466 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5005839.000000 Penalty: 1029.068359
	Iteration 8Q: 3 clusters Score -5005839 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5006107.500000 Penalty: 1029.068359
	Iteration 9Q: 3 clusters Score -5006108 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5006274.000000 Penalty: 1029.068359
	Iteration 10Q: 3 clusters Score -5006274 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5006432.000000 Penalty: 1029.068359
	Iteration 11Q: 3 clusters Score -5006432 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5006520.500000 Penalty: 1029.068359
	Iteration 12Q: 3 clusters Score -5006520 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5006595.500000 Penalty: 1029.068359
	Iteration 13Q: 3 clusters Score -5006596 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5006661.500000 Penalty: 1029.068359
	Iteration 14Q: 3 clusters Score -5006662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5006750.000000 Penalty: 1029.068359
	Iteration 15Q: 3 clusters Score -5006750 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5006827.500000 Penalty: 1029.068359
	Iteration 16Q: 3 clusters Score -5006828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -5006861.500000 Penalty: 1029.068359
	Iteration 17Q: 3 clusters Score -5006862 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5006943.000000 Penalty: 1029.068359
	Iteration 18Q: 3 clusters Score -5006943 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -5007008.500000 Penalty: 1029.068359
	Iteration 19Q: 3 clusters Score -5007008 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5007075.500000 Penalty: 1029.068359
	Iteration 20F: 3 clusters Score -5007076 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5007110.000000 Penalty: 1029.068359
	Iteration 21Q: 3 clusters Score -5007110 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5007167.000000 Penalty: 1029.068359
	Iteration 22Q: 3 clusters Score -5007167 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5007238.000000 Penalty: 1029.068359
	Iteration 23Q: 3 clusters Score -5007238 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5007306.000000 Penalty: 1029.068359
	Iteration 24Q: 3 clusters Score -5007306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -5007367.000000 Penalty: 1029.068359
	Iteration 25Q: 3 clusters Score -5007367 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -5007439.000000 Penalty: 1029.068359
	Iteration 26Q: 3 clusters Score -5007439 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5007486.500000 Penalty: 1029.068359
	Iteration 27Q: 3 clusters Score -5007486 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5007548.000000 Penalty: 1029.068359
	Iteration 28Q: 3 clusters Score -5007548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -5007619.000000 Penalty: 1029.068359
	Iteration 29Q: 3 clusters Score -5007619 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5007659.000000 Penalty: 1029.068359
	Iteration 30Q: 3 clusters Score -5007659 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5007729.000000 Penalty: 1029.068359
	Iteration 31Q: 3 clusters Score -5007729 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5007768.500000 Penalty: 1029.068359
	Iteration 32Q: 3 clusters Score -5007768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5007826.500000 Penalty: 1029.068359
	Iteration 33Q: 3 clusters Score -5007826 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5007891.000000 Penalty: 1029.068359
	Iteration 34Q: 3 clusters Score -5007891 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -5007946.000000 Penalty: 1029.068359
	Iteration 35Q: 3 clusters Score -5007946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -5008004.500000 Penalty: 1029.068359
	Iteration 36Q: 3 clusters Score -5008004 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5008080.000000 Penalty: 1029.068359
	Iteration 37Q: 3 clusters Score -5008080 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -5008113.500000 Penalty: 1029.068359
	Iteration 38Q: 3 clusters Score -5008114 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -5008167.500000 Penalty: 1029.068359
	Iteration 39Q: 3 clusters Score -5008168 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -5008221.500000 Penalty: 1029.068359
	Iteration 40F: 3 clusters Score -5008222 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -5008257.000000 Penalty: 1029.068359
	Iteration 41Q: 3 clusters Score -5008257 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5008309.000000 Penalty: 1029.068359
	Iteration 42Q: 3 clusters Score -5008309 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5008326.500000 Penalty: 1029.068359
	Iteration 43Q: 3 clusters Score -5008326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -5008371.500000 Penalty: 1029.068359
	Iteration 44Q: 3 clusters Score -5008372 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5008448.000000 Penalty: 1029.068359
	Iteration 45Q: 3 clusters Score -5008448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5008502.500000 Penalty: 1029.068359
	Iteration 46Q: 3 clusters Score -5008502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5008552.500000 Penalty: 1029.068359
	Iteration 47Q: 3 clusters Score -5008552 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5008607.000000 Penalty: 1029.068359
	Iteration 48Q: 3 clusters Score -5008607 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5008662.000000 Penalty: 1029.068359
	Iteration 49Q: 3 clusters Score -5008662 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5008719.000000 Penalty: 1029.068359
	Iteration 50Q: 3 clusters Score -5008719 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5008751.000000 Penalty: 1029.068359
	Iteration 51Q: 3 clusters Score -5008751 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -5008815.000000 Penalty: 1029.068359
	Iteration 52Q: 3 clusters Score -5008815 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5008863.500000 Penalty: 1029.068359
	Iteration 53Q: 3 clusters Score -5008864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5008886.500000 Penalty: 1029.068359
	Iteration 54Q: 3 clusters Score -5008886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5008907.000000 Penalty: 1029.068359
	Iteration 55Q: 3 clusters Score -5008907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5008933.000000 Penalty: 1029.068359
	Iteration 56Q: 3 clusters Score -5008933 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5008968.500000 Penalty: 1029.068359
	Iteration 57Q: 3 clusters Score -5008968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5009001.000000 Penalty: 1029.068359
	Iteration 58Q: 3 clusters Score -5009001 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -5009015.500000 Penalty: 1029.068359
	Iteration 59Q: 3 clusters Score -5009016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5009045.000000 Penalty: 1029.068359
	Iteration 60F: 3 clusters Score -5009045 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -5009089.500000 Penalty: 1029.068359
	Iteration 61Q: 3 clusters Score -5009090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5009142.000000 Penalty: 1029.068359
	Iteration 62Q: 3 clusters Score -5009142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5009160.500000 Penalty: 1029.068359
	Iteration 63Q: 3 clusters Score -5009160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5009182.500000 Penalty: 1029.068359
	Iteration 64Q: 3 clusters Score -5009182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -5009201.500000 Penalty: 1029.068359
	Iteration 65Q: 3 clusters Score -5009202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5009204.000000 Penalty: 1029.068359
	Iteration 66Q: 3 clusters Score -5009204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5009225.000000 Penalty: 1029.068359
	Iteration 67Q: 3 clusters Score -5009225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5009244.500000 Penalty: 1029.068359
	Iteration 68Q: 3 clusters Score -5009244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5009272.500000 Penalty: 1029.068359
	Iteration 69Q: 3 clusters Score -5009272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5009304.000000 Penalty: 1029.068359
	Iteration 70Q: 3 clusters Score -5009304 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5009325.500000 Penalty: 1029.068359
	Iteration 71Q: 3 clusters Score -5009326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5009358.000000 Penalty: 1029.068359
	Iteration 72Q: 3 clusters Score -5009358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -5009374.500000 Penalty: 1029.068359
	Iteration 73Q: 3 clusters Score -5009374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5009411.500000 Penalty: 1029.068359
	Iteration 74Q: 3 clusters Score -5009412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -5009439.000000 Penalty: 1029.068359
	Iteration 75Q: 3 clusters Score -5009439 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5009454.500000 Penalty: 1029.068359
	Iteration 76Q: 3 clusters Score -5009454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -5009463.500000 Penalty: 1029.068359
	Iteration 77Q: 3 clusters Score -5009464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -5009468.500000 Penalty: 1029.068359
	Iteration 78Q: 3 clusters Score -5009468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -5009491.500000 Penalty: 1029.068359
	Iteration 79Q: 3 clusters Score -5009492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -5009509.500000 Penalty: 1029.068359
	Iteration 80F: 3 clusters Score -5009510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -5009546.000000 Penalty: 1029.068359
	Iteration 81Q: 3 clusters Score -5009546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -5009576.000000 Penalty: 1029.068359
	Iteration 82Q: 3 clusters Score -5009576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -5009611.500000 Penalty: 1029.068359
	Iteration 83Q: 3 clusters Score -5009612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -5009664.500000 Penalty: 1029.068359
	Iteration 84Q: 3 clusters Score -5009664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5009691.000000 Penalty: 1029.068359
	Iteration 85Q: 3 clusters Score -5009691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -5009708.000000 Penalty: 1029.068359
	Iteration 86Q: 3 clusters Score -5009708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -5009719.500000 Penalty: 1029.068359
	Iteration 87Q: 3 clusters Score -5009720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5009733.000000 Penalty: 1029.068359
	Iteration 88Q: 3 clusters Score -5009733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5009727.000000 Penalty: 1029.068359
	Iteration 89Q: 3 clusters Score -5009727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -5009737.500000 Penalty: 1029.068359
	Iteration 90Q: 3 clusters Score -5009738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5009760.500000 Penalty: 1029.068359
	Iteration 91Q: 3 clusters Score -5009760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -5009775.000000 Penalty: 1029.068359
	Iteration 92Q: 3 clusters Score -5009775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -5009787.500000 Penalty: 1029.068359
	Iteration 93Q: 3 clusters Score -5009788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -5009807.500000 Penalty: 1029.068359
	Iteration 94Q: 3 clusters Score -5009808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -5009816.000000 Penalty: 1029.068359
	Iteration 95Q: 3 clusters Score -5009816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5009827.000000 Penalty: 1029.068359
	Iteration 96Q: 3 clusters Score -5009827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5009838.000000 Penalty: 1029.068359
	Iteration 97Q: 3 clusters Score -5009838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5009860.000000 Penalty: 1029.068359
	Iteration 98Q: 3 clusters Score -5009860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -5009872.000000 Penalty: 1029.068359
	Iteration 99Q: 3 clusters Score -5009872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -5009890.000000 Penalty: 1029.068359
	Iteration 100F: 3 clusters Score -5009890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5009908.000000 Penalty: 1029.068359
	Iteration 101Q: 3 clusters Score -5009908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -5009912.000000 Penalty: 1029.068359
	Iteration 102Q: 3 clusters Score -5009912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5009909.500000 Penalty: 1029.068359
	Iteration 103Q: 3 clusters Score -5009910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5009925.500000 Penalty: 1029.068359
	Iteration 104Q: 3 clusters Score -5009926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -5009934.500000 Penalty: 1029.068359
	Iteration 105Q: 3 clusters Score -5009934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -5009934.500000 Penalty: 1029.068359
	Iteration 106Q: 3 clusters Score -5009934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5009951.500000 Penalty: 1029.068359
	Iteration 107Q: 3 clusters Score -5009952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5009955.500000 Penalty: 1029.068359
	Iteration 108Q: 3 clusters Score -5009956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5009965.500000 Penalty: 1029.068359
	Iteration 109Q: 3 clusters Score -5009966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5009986.000000 Penalty: 1029.068359
	Iteration 110Q: 3 clusters Score -5009986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5010005.500000 Penalty: 1029.068359
	Iteration 111Q: 3 clusters Score -5010006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5010021.000000 Penalty: 1029.068359
	Iteration 112Q: 3 clusters Score -5010021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -5010021.500000 Penalty: 1029.068359
	Iteration 113Q: 3 clusters Score -5010022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -5010018.000000 Penalty: 1029.068359
	Iteration 114Q: 3 clusters Score -5010018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5010019.000000 Penalty: 1029.068359
	Iteration 115Q: 3 clusters Score -5010019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -5010018.500000 Penalty: 1029.068359
	Iteration 116Q: 3 clusters Score -5010018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5010024.500000 Penalty: 1029.068359
	Iteration 117Q: 3 clusters Score -5010024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -5010021.000000 Penalty: 1029.068359
	Iteration 118Q: 3 clusters Score -5010021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5010028.000000 Penalty: 1029.068359
	Iteration 119Q: 3 clusters Score -5010028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -5010025.500000 Penalty: 1029.068359
	Iteration 120F: 3 clusters Score -5010026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5010023.500000 Penalty: 1029.068359
	Iteration 121Q: 3 clusters Score -5010024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -5010026.500000 Penalty: 1029.068359
	Iteration 122Q: 3 clusters Score -5010026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -5010026.500000 Penalty: 1029.068359
	Iteration 123F: 3 clusters Score -5010026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -280582.875000 Penalty: 384.289001
	Iteration 0F: 2 clusters Score -280582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -277668.843750 Penalty: 768.578003
	Iteration 0F: 3 clusters Score -277668.8 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -279976.343750 Penalty: 768.578003
	Iteration 1F: 3 clusters Score -279976.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -280792.781250 Penalty: 768.578003
	Iteration 2F: 3 clusters Score -280792.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -281179.625000 Penalty: 768.578003
	Iteration 3F: 3 clusters Score -281179.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -281351.687500 Penalty: 768.578003
	Iteration 4F: 3 clusters Score -281351.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -281455.125000 Penalty: 768.578003
	Iteration 5Q: 3 clusters Score -281455.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -281654.312500 Penalty: 768.578003
	Iteration 6Q: 3 clusters Score -281654.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -281845.156250 Penalty: 768.578003
	Iteration 7Q: 3 clusters Score -281845.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -282026.031250 Penalty: 768.578003
	Iteration 8Q: 3 clusters Score -282026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -282232.593750 Penalty: 768.578003
	Iteration 9Q: 3 clusters Score -282232.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -282438.625000 Penalty: 768.578003
	Iteration 10Q: 3 clusters Score -282438.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -282623.281250 Penalty: 768.578003
	Iteration 11Q: 3 clusters Score -282623.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -282760.500000 Penalty: 768.578003
	Iteration 12Q: 3 clusters Score -282760.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -282802.531250 Penalty: 768.578003
	Iteration 13Q: 3 clusters Score -282802.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -282833.562500 Penalty: 768.578003
	Iteration 14Q: 3 clusters Score -282833.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -282839.812500 Penalty: 768.578003
	Iteration 15Q: 3 clusters Score -282839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -282857.031250 Penalty: 768.578003
	Iteration 16Q: 3 clusters Score -282857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282881.687500 Penalty: 768.578003
	Iteration 17Q: 3 clusters Score -282881.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -282901.000000 Penalty: 768.578003
	Iteration 18Q: 3 clusters Score -282901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -282900.437500 Penalty: 768.578003
	Iteration 19Q: 3 clusters Score -282900.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -282913.781250 Penalty: 768.578003
	Iteration 20F: 3 clusters Score -282913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -282913.625000 Penalty: 768.578003
	Iteration 21Q: 3 clusters Score -282913.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -282925.000000 Penalty: 768.578003
	Iteration 22Q: 3 clusters Score -282925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -282929.656250 Penalty: 768.578003
	Iteration 23Q: 3 clusters Score -282929.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -282955.812500 Penalty: 768.578003
	Iteration 24Q: 3 clusters Score -282955.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -283004.156250 Penalty: 768.578003
	Iteration 25Q: 3 clusters Score -283004.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -283117.843750 Penalty: 768.578003
	Iteration 26Q: 3 clusters Score -283117.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -283181.343750 Penalty: 768.578003
	Iteration 27Q: 3 clusters Score -283181.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -283286.000000 Penalty: 768.578003
	Iteration 28Q: 3 clusters Score -283286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -283541.812500 Penalty: 768.578003
	Iteration 29Q: 3 clusters Score -283541.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -283881.562500 Penalty: 768.578003
	Iteration 30Q: 3 clusters Score -283881.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -284077.656250 Penalty: 768.578003
	Iteration 31Q: 3 clusters Score -284077.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -284144.968750 Penalty: 768.578003
	Iteration 32Q: 3 clusters Score -284145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -284177.062500 Penalty: 768.578003
	Iteration 33Q: 3 clusters Score -284177.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -284186.562500 Penalty: 768.578003
	Iteration 34Q: 3 clusters Score -284186.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -284191.843750 Penalty: 768.578003
	Iteration 35Q: 3 clusters Score -284191.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -284201.812500 Penalty: 768.578003
	Iteration 36Q: 3 clusters Score -284201.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -284199.968750 Penalty: 768.578003
	Iteration 37Q: 3 clusters Score -284200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -284204.218750 Penalty: 768.578003
	Iteration 38Q: 3 clusters Score -284204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -284205.812500 Penalty: 768.578003
	Iteration 39Q: 3 clusters Score -284205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -284206.125000 Penalty: 768.578003
	Iteration 40F: 3 clusters Score -284206.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -284205.718750 Penalty: 768.578003
	Iteration 41Q: 3 clusters Score -284205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -284207.343750 Penalty: 768.578003
	Iteration 42Q: 3 clusters Score -284207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -284207.781250 Penalty: 768.578003
	Iteration 43Q: 3 clusters Score -284207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -284199.937500 Penalty: 768.578003
	Iteration 44Q: 3 clusters Score -284199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -284207.843750 Penalty: 768.578003
	Iteration 45Q: 3 clusters Score -284207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -284206.718750 Penalty: 768.578003
	Iteration 46Q: 3 clusters Score -284206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284202.812500 Penalty: 768.578003
	Iteration 47Q: 3 clusters Score -284202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -284206.656250 Penalty: 768.578003
	Iteration 48Q: 3 clusters Score -284206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -284210.125000 Penalty: 768.578003
	Iteration 49Q: 3 clusters Score -284210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284211.031250 Penalty: 768.578003
	Iteration 50Q: 3 clusters Score -284211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284209.312500 Penalty: 768.578003
	Iteration 51Q: 3 clusters Score -284209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284208.187500 Penalty: 768.578003
	Iteration 52Q: 3 clusters Score -284208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -284209.468750 Penalty: 768.578003
	Iteration 53Q: 3 clusters Score -284209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284209.906250 Penalty: 768.578003
	Iteration 54Q: 3 clusters Score -284209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -284209.125000 Penalty: 768.578003
	Iteration 55Q: 3 clusters Score -284209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284209.250000 Penalty: 768.578003
	Iteration 56Q: 3 clusters Score -284209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -284208.312500 Penalty: 768.578003
	Iteration 57Q: 3 clusters Score -284208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284209.312500 Penalty: 768.578003
	Iteration 58Q: 3 clusters Score -284209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -284211.031250 Penalty: 768.578003
	Iteration 59Q: 3 clusters Score -284211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284205.125000 Penalty: 768.578003
	Iteration 60F: 3 clusters Score -284205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -284209.000000 Penalty: 768.578003
	Iteration 61Q: 3 clusters Score -284209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284207.093750 Penalty: 768.578003
	Iteration 62Q: 3 clusters Score -284207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284208.062500 Penalty: 768.578003
	Iteration 63Q: 3 clusters Score -284208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -284203.687500 Penalty: 768.578003
	Iteration 64Q: 3 clusters Score -284203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -284208.156250 Penalty: 768.578003
	Iteration 65Q: 3 clusters Score -284208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284209.031250 Penalty: 768.578003
	Iteration 66Q: 3 clusters Score -284209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -284210.156250 Penalty: 768.578003
	Iteration 67Q: 3 clusters Score -284210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -284208.750000 Penalty: 768.578003
	Iteration 68Q: 3 clusters Score -284208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284208.312500 Penalty: 768.578003
	Iteration 69Q: 3 clusters Score -284208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284207.312500 Penalty: 768.578003
	Iteration 70Q: 3 clusters Score -284207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -284208.812500 Penalty: 768.578003
	Iteration 71Q: 3 clusters Score -284208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -284210.718750 Penalty: 768.578003
	Iteration 72Q: 3 clusters Score -284210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -284208.593750 Penalty: 768.578003
	Iteration 73Q: 3 clusters Score -284208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -284206.687500 Penalty: 768.578003
	Iteration 74Q: 3 clusters Score -284206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -284209.687500 Penalty: 768.578003
	Iteration 75Q: 3 clusters Score -284209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -284210.218750 Penalty: 768.578003
	Iteration 76Q: 3 clusters Score -284210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -284210.218750 Penalty: 768.578003
	Iteration 77F: 3 clusters Score -284210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Entering Unmasked Estep 
Score: -53259988.000000 Penalty: 22453.759766
Splitting cluster 10 changes total score from -53250376.000000 to -53259988.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 11 (86540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Entering Unmasked Estep 
Score: -5423261.000000 Penalty: 517.260498
	Iteration 0F: 2 clusters Score -5423261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -5367700.500000 Penalty: 1034.520996
	Iteration 0F: 3 clusters Score -5367700 nChanged 42192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -5395098.500000 Penalty: 1034.520996
	Iteration 1F: 3 clusters Score -5395098 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -5397908.500000 Penalty: 1034.520996
	Iteration 2F: 3 clusters Score -5397908 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -5402090.500000 Penalty: 1034.520996
	Iteration 3F: 3 clusters Score -5402090 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -5407219.500000 Penalty: 1034.520996
	Iteration 4F: 3 clusters Score -5407220 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -5411359.000000 Penalty: 1034.520996
	Iteration 5F: 3 clusters Score -5411359 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -5413055.500000 Penalty: 1034.520996
	Iteration 6Q: 3 clusters Score -5413056 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -5413533.000000 Penalty: 1034.520996
	Iteration 7Q: 3 clusters Score -5413533 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -5413858.500000 Penalty: 1034.520996
	Iteration 8Q: 3 clusters Score -5413858 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -5414102.000000 Penalty: 1034.520996
	Iteration 9Q: 3 clusters Score -5414102 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -5414366.500000 Penalty: 1034.520996
	Iteration 10Q: 3 clusters Score -5414366 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -5414690.500000 Penalty: 1034.520996
	Iteration 11Q: 3 clusters Score -5414690 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -5415050.000000 Penalty: 1034.520996
	Iteration 12Q: 3 clusters Score -5415050 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -5415389.500000 Penalty: 1034.520996
	Iteration 13Q: 3 clusters Score -5415390 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -5415770.500000 Penalty: 1034.520996
	Iteration 14Q: 3 clusters Score -5415770 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -5416160.500000 Penalty: 1034.520996
	Iteration 15Q: 3 clusters Score -5416160 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -5416596.500000 Penalty: 1034.520996
	Iteration 16Q: 3 clusters Score -5416596 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -5416996.500000 Penalty: 1034.520996
	Iteration 17Q: 3 clusters Score -5416996 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -5417457.500000 Penalty: 1034.520996
	Iteration 18Q: 3 clusters Score -5417458 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -5417958.000000 Penalty: 1034.520996
	Iteration 19Q: 3 clusters Score -5417958 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -5418641.000000 Penalty: 1034.520996
	Iteration 20F: 3 clusters Score -5418641 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -5419443.000000 Penalty: 1034.520996
	Iteration 21Q: 3 clusters Score -5419443 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -5420099.500000 Penalty: 1034.520996
	Iteration 22Q: 3 clusters Score -5420100 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -5420713.000000 Penalty: 1034.520996
	Iteration 23Q: 3 clusters Score -5420713 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -5421186.000000 Penalty: 1034.520996
	Iteration 24Q: 3 clusters Score -5421186 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -5421657.500000 Penalty: 1034.520996
	Iteration 25Q: 3 clusters Score -5421658 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -5421958.000000 Penalty: 1034.520996
	Iteration 26Q: 3 clusters Score -5421958 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -5422198.500000 Penalty: 1034.520996
	Iteration 27Q: 3 clusters Score -5422198 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -5422410.000000 Penalty: 1034.520996
	Iteration 28Q: 3 clusters Score -5422410 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -5422561.500000 Penalty: 1034.520996
	Iteration 29Q: 3 clusters Score -5422562 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -5422673.500000 Penalty: 1034.520996
	Iteration 30Q: 3 clusters Score -5422674 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -5422693.500000 Penalty: 1034.520996
	Iteration 31Q: 3 clusters Score -5422694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -5422719.500000 Penalty: 1034.520996
	Iteration 32Q: 3 clusters Score -5422720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -5422758.500000 Penalty: 1034.520996
	Iteration 33Q: 3 clusters Score -5422758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -5422770.000000 Penalty: 1034.520996
	Iteration 34Q: 3 clusters Score -5422770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -5422772.000000 Penalty: 1034.520996
	Iteration 35Q: 3 clusters Score -5422772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -5422784.500000 Penalty: 1034.520996
	Iteration 36Q: 3 clusters Score -5422784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -5422795.000000 Penalty: 1034.520996
	Iteration 37Q: 3 clusters Score -5422795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -5422801.500000 Penalty: 1034.520996
	Iteration 38Q: 3 clusters Score -5422802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -5422806.500000 Penalty: 1034.520996
	Iteration 39Q: 3 clusters Score -5422806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -5422814.000000 Penalty: 1034.520996
	Iteration 40F: 3 clusters Score -5422814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -5422814.500000 Penalty: 1034.520996
	Iteration 41Q: 3 clusters Score -5422814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -5422813.000000 Penalty: 1034.520996
	Iteration 42Q: 3 clusters Score -5422813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -5422813.000000 Penalty: 1034.520996
	Iteration 43F: 3 clusters Score -5422813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -80862.921875 Penalty: 329.286194
	Iteration 0F: 2 clusters Score -80862.92 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 665 members 
Entering Unmasked Estep 
Score: -79839.320312 Penalty: 658.572388
	Iteration 0F: 3 clusters Score -79839.32 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80261.812500 Penalty: 658.572388
	Iteration 1F: 3 clusters Score -80261.81 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80383.203125 Penalty: 658.572388
	Iteration 2F: 3 clusters Score -80383.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80453.632812 Penalty: 658.572388
	Iteration 3F: 3 clusters Score -80453.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -80510.843750 Penalty: 658.572388
	Iteration 4Q: 3 clusters Score -80510.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80559.375000 Penalty: 658.572388
	Iteration 5Q: 3 clusters Score -80559.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -80605.914062 Penalty: 658.572388
	Iteration 6Q: 3 clusters Score -80605.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -80639.500000 Penalty: 658.572388
	Iteration 7Q: 3 clusters Score -80639.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -80669.789062 Penalty: 658.572388
	Iteration 8Q: 3 clusters Score -80669.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -80687.367188 Penalty: 658.572388
	Iteration 9Q: 3 clusters Score -80687.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -80697.101562 Penalty: 658.572388
	Iteration 10Q: 3 clusters Score -80697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -80709.609375 Penalty: 658.572388
	Iteration 11Q: 3 clusters Score -80709.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -80720.632812 Penalty: 658.572388
	Iteration 12Q: 3 clusters Score -80720.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -80735.281250 Penalty: 658.572388
	Iteration 13Q: 3 clusters Score -80735.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -80744.343750 Penalty: 658.572388
	Iteration 14Q: 3 clusters Score -80744.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -80750.125000 Penalty: 658.572388
	Iteration 15Q: 3 clusters Score -80750.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -80753.750000 Penalty: 658.572388
	Iteration 16Q: 3 clusters Score -80753.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -80754.960938 Penalty: 658.572388
	Iteration 17Q: 3 clusters Score -80754.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -80756.867188 Penalty: 658.572388
	Iteration 18Q: 3 clusters Score -80756.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -80758.164062 Penalty: 658.572388
	Iteration 19Q: 3 clusters Score -80758.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -80758.804688 Penalty: 658.572388
	Iteration 20F: 3 clusters Score -80758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -80760.835938 Penalty: 658.572388
	Iteration 21Q: 3 clusters Score -80760.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -80762.445312 Penalty: 658.572388
	Iteration 22Q: 3 clusters Score -80762.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -80763.515625 Penalty: 658.572388
	Iteration 23Q: 3 clusters Score -80763.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -80765.710938 Penalty: 658.572388
	Iteration 24Q: 3 clusters Score -80765.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -80766.906250 Penalty: 658.572388
	Iteration 25Q: 3 clusters Score -80766.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -80767.875000 Penalty: 658.572388
	Iteration 26Q: 3 clusters Score -80767.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -80768.125000 Penalty: 658.572388
	Iteration 27Q: 3 clusters Score -80768.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -80768.304688 Penalty: 658.572388
	Iteration 28Q: 3 clusters Score -80768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -80768.515625 Penalty: 658.572388
	Iteration 29Q: 3 clusters Score -80768.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -80768.515625 Penalty: 658.572388
	Iteration 30F: 3 clusters Score -80768.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Entering Unmasked Estep 
Score: -5266581.000000 Penalty: 516.063965
	Iteration 0F: 2 clusters Score -5266581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5211417.000000 Penalty: 1032.127930
	Iteration 0F: 3 clusters Score -5211417 nChanged 41124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -5237842.000000 Penalty: 1032.127930
	Iteration 1F: 3 clusters Score -5237842 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -5240234.500000 Penalty: 1032.127930
	Iteration 2F: 3 clusters Score -5240234 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -5243988.000000 Penalty: 1032.127930
	Iteration 3F: 3 clusters Score -5243988 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -5249571.000000 Penalty: 1032.127930
	Iteration 4F: 3 clusters Score -5249571 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -5255175.000000 Penalty: 1032.127930
	Iteration 5F: 3 clusters Score -5255175 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -5257828.000000 Penalty: 1032.127930
	Iteration 6F: 3 clusters Score -5257828 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -5258460.000000 Penalty: 1032.127930
	Iteration 7Q: 3 clusters Score -5258460 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -5258772.000000 Penalty: 1032.127930
	Iteration 8Q: 3 clusters Score -5258772 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -5259006.500000 Penalty: 1032.127930
	Iteration 9Q: 3 clusters Score -5259006 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -5259158.500000 Penalty: 1032.127930
	Iteration 10Q: 3 clusters Score -5259158 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -5259325.500000 Penalty: 1032.127930
	Iteration 11Q: 3 clusters Score -5259326 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -5259451.000000 Penalty: 1032.127930
	Iteration 12Q: 3 clusters Score -5259451 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -5259580.500000 Penalty: 1032.127930
	Iteration 13Q: 3 clusters Score -5259580 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -5259658.000000 Penalty: 1032.127930
	Iteration 14Q: 3 clusters Score -5259658 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -5259785.500000 Penalty: 1032.127930
	Iteration 15Q: 3 clusters Score -5259786 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -5259905.500000 Penalty: 1032.127930
	Iteration 16Q: 3 clusters Score -5259906 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -5260003.000000 Penalty: 1032.127930
	Iteration 17Q: 3 clusters Score -5260003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -5260105.500000 Penalty: 1032.127930
	Iteration 18Q: 3 clusters Score -5260106 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -5260157.000000 Penalty: 1032.127930
	Iteration 19Q: 3 clusters Score -5260157 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -5260215.000000 Penalty: 1032.127930
	Iteration 20F: 3 clusters Score -5260215 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -5260304.500000 Penalty: 1032.127930
	Iteration 21Q: 3 clusters Score -5260304 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -5260350.500000 Penalty: 1032.127930
	Iteration 22Q: 3 clusters Score -5260350 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -5260421.500000 Penalty: 1032.127930
	Iteration 23Q: 3 clusters Score -5260422 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -5260443.000000 Penalty: 1032.127930
	Iteration 24Q: 3 clusters Score -5260443 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -5260507.000000 Penalty: 1032.127930
	Iteration 25Q: 3 clusters Score -5260507 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -5260543.500000 Penalty: 1032.127930
	Iteration 26Q: 3 clusters Score -5260544 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -5260564.500000 Penalty: 1032.127930
	Iteration 27Q: 3 clusters Score -5260564 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -5260561.500000 Penalty: 1032.127930
	Iteration 28Q: 3 clusters Score -5260562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -5260585.000000 Penalty: 1032.127930
	Iteration 29Q: 3 clusters Score -5260585 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -5260575.500000 Penalty: 1032.127930
	Iteration 30Q: 3 clusters Score -5260576 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -5260584.000000 Penalty: 1032.127930
	Iteration 31Q: 3 clusters Score -5260584 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -5260579.500000 Penalty: 1032.127930
	Iteration 32Q: 3 clusters Score -5260580 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -5260544.000000 Penalty: 1032.127930
	Iteration 33Q: 3 clusters Score -5260544 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -5260549.000000 Penalty: 1032.127930
	Iteration 34Q: 3 clusters Score -5260549 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -5260522.000000 Penalty: 1032.127930
	Iteration 35Q: 3 clusters Score -5260522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -5260521.000000 Penalty: 1032.127930
	Iteration 36Q: 3 clusters Score -5260521 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -5260504.000000 Penalty: 1032.127930
	Iteration 37Q: 3 clusters Score -5260504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -5260497.000000 Penalty: 1032.127930
	Iteration 38Q: 3 clusters Score -5260497 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -5260472.000000 Penalty: 1032.127930
	Iteration 39Q: 3 clusters Score -5260472 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -5260455.500000 Penalty: 1032.127930
	Iteration 40F: 3 clusters Score -5260456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -5260441.500000 Penalty: 1032.127930
	Iteration 41Q: 3 clusters Score -5260442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -5260423.000000 Penalty: 1032.127930
	Iteration 42Q: 3 clusters Score -5260423 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -5260425.500000 Penalty: 1032.127930
	Iteration 43Q: 3 clusters Score -5260426 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -5260416.000000 Penalty: 1032.127930
	Iteration 44Q: 3 clusters Score -5260416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -5260385.000000 Penalty: 1032.127930
	Iteration 45Q: 3 clusters Score -5260385 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -5260364.000000 Penalty: 1032.127930
	Iteration 46Q: 3 clusters Score -5260364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -5260356.500000 Penalty: 1032.127930
	Iteration 47Q: 3 clusters Score -5260356 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -5260353.000000 Penalty: 1032.127930
	Iteration 48Q: 3 clusters Score -5260353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -5260341.500000 Penalty: 1032.127930
	Iteration 49Q: 3 clusters Score -5260342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -5260332.000000 Penalty: 1032.127930
	Iteration 50Q: 3 clusters Score -5260332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -5260314.000000 Penalty: 1032.127930
	Iteration 51Q: 3 clusters Score -5260314 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -5260294.000000 Penalty: 1032.127930
	Iteration 52Q: 3 clusters Score -5260294 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -5260259.500000 Penalty: 1032.127930
	Iteration 53Q: 3 clusters Score -5260260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -5260256.500000 Penalty: 1032.127930
	Iteration 54Q: 3 clusters Score -5260256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -5260237.000000 Penalty: 1032.127930
	Iteration 55Q: 3 clusters Score -5260237 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -5260211.500000 Penalty: 1032.127930
	Iteration 56Q: 3 clusters Score -5260212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -5260207.500000 Penalty: 1032.127930
	Iteration 57Q: 3 clusters Score -5260208 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -5260172.000000 Penalty: 1032.127930
	Iteration 58Q: 3 clusters Score -5260172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -5260162.000000 Penalty: 1032.127930
	Iteration 59Q: 3 clusters Score -5260162 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5260134.000000 Penalty: 1032.127930
	Iteration 60F: 3 clusters Score -5260134 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -5260130.000000 Penalty: 1032.127930
	Iteration 61Q: 3 clusters Score -5260130 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -5260101.000000 Penalty: 1032.127930
	Iteration 62Q: 3 clusters Score -5260101 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -5260069.500000 Penalty: 1032.127930
	Iteration 63Q: 3 clusters Score -5260070 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -5260052.500000 Penalty: 1032.127930
	Iteration 64Q: 3 clusters Score -5260052 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -5260026.000000 Penalty: 1032.127930
	Iteration 65Q: 3 clusters Score -5260026 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -5259984.000000 Penalty: 1032.127930
	Iteration 66Q: 3 clusters Score -5259984 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -5259964.000000 Penalty: 1032.127930
	Iteration 67Q: 3 clusters Score -5259964 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -5259908.500000 Penalty: 1032.127930
	Iteration 68Q: 3 clusters Score -5259908 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5259917.000000 Penalty: 1032.127930
	Iteration 69Q: 3 clusters Score -5259917 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -5259903.500000 Penalty: 1032.127930
	Iteration 70Q: 3 clusters Score -5259904 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -5259877.000000 Penalty: 1032.127930
	Iteration 71Q: 3 clusters Score -5259877 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -5259871.500000 Penalty: 1032.127930
	Iteration 72Q: 3 clusters Score -5259872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5259866.000000 Penalty: 1032.127930
	Iteration 73Q: 3 clusters Score -5259866 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5259849.500000 Penalty: 1032.127930
	Iteration 74Q: 3 clusters Score -5259850 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -5259857.000000 Penalty: 1032.127930
	Iteration 75Q: 3 clusters Score -5259857 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5259838.000000 Penalty: 1032.127930
	Iteration 76Q: 3 clusters Score -5259838 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 45730 members 
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Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 45279 members 
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Mstep: Class 2 contains 44869 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5260016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -5260021.000000 Penalty: 1032.127930
	Iteration 171Q: 3 clusters Score -5260021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5260023.500000 Penalty: 1032.127930
	Iteration 172Q: 3 clusters Score -5260024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5260020.500000 Penalty: 1032.127930
	Iteration 173Q: 3 clusters Score -5260020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5260020.500000 Penalty: 1032.127930
	Iteration 174Q: 3 clusters Score -5260020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5260027.500000 Penalty: 1032.127930
	Iteration 175Q: 3 clusters Score -5260028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5260032.500000 Penalty: 1032.127930
	Iteration 176Q: 3 clusters Score -5260032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5260028.500000 Penalty: 1032.127930
	Iteration 177Q: 3 clusters Score -5260028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5260027.000000 Penalty: 1032.127930
	Iteration 178Q: 3 clusters Score -5260027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5260029.000000 Penalty: 1032.127930
	Iteration 179Q: 3 clusters Score -5260029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5260029.500000 Penalty: 1032.127930
	Iteration 180F: 3 clusters Score -5260030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5260025.000000 Penalty: 1032.127930
	Iteration 181Q: 3 clusters Score -5260025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5260023.000000 Penalty: 1032.127930
	Iteration 182Q: 3 clusters Score -5260023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5260025.000000 Penalty: 1032.127930
	Iteration 183Q: 3 clusters Score -5260025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5260025.500000 Penalty: 1032.127930
	Iteration 184Q: 3 clusters Score -5260026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -5260024.000000 Penalty: 1032.127930
	Iteration 185Q: 3 clusters Score -5260024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5260027.000000 Penalty: 1032.127930
	Iteration 186Q: 3 clusters Score -5260027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5260022.500000 Penalty: 1032.127930
	Iteration 187Q: 3 clusters Score -5260022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5260021.000000 Penalty: 1032.127930
	Iteration 188Q: 3 clusters Score -5260021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5260021.500000 Penalty: 1032.127930
	Iteration 189Q: 3 clusters Score -5260022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5260016.000000 Penalty: 1032.127930
	Iteration 190Q: 3 clusters Score -5260016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5260014.500000 Penalty: 1032.127930
	Iteration 191Q: 3 clusters Score -5260014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5260020.500000 Penalty: 1032.127930
	Iteration 192Q: 3 clusters Score -5260020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5260023.000000 Penalty: 1032.127930
	Iteration 193Q: 3 clusters Score -5260023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -5260023.500000 Penalty: 1032.127930
	Iteration 194Q: 3 clusters Score -5260024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5260027.500000 Penalty: 1032.127930
	Iteration 195Q: 3 clusters Score -5260028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5260028.500000 Penalty: 1032.127930
	Iteration 196Q: 3 clusters Score -5260028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5260031.000000 Penalty: 1032.127930
	Iteration 197Q: 3 clusters Score -5260031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -5260034.500000 Penalty: 1032.127930
	Iteration 198Q: 3 clusters Score -5260034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5260029.500000 Penalty: 1032.127930
	Iteration 199Q: 3 clusters Score -5260030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5260030.500000 Penalty: 1032.127930
	Iteration 200F: 3 clusters Score -5260030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5260032.500000 Penalty: 1032.127930
	Iteration 201Q: 3 clusters Score -5260032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5260032.000000 Penalty: 1032.127930
	Iteration 202Q: 3 clusters Score -5260032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5260034.000000 Penalty: 1032.127930
	Iteration 203Q: 3 clusters Score -5260034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5260032.000000 Penalty: 1032.127930
	Iteration 204Q: 3 clusters Score -5260032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5260032.000000 Penalty: 1032.127930
	Iteration 205F: 3 clusters Score -5260032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Entering Unmasked Estep 
Score: -5024726.000000 Penalty: 513.948792
	Iteration 0F: 2 clusters Score -5024726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4970573.000000 Penalty: 1027.897583
	Iteration 0F: 3 clusters Score -4970573 nChanged 39355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4995127.500000 Penalty: 1027.897583
	Iteration 1F: 3 clusters Score -4995128 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4997030.000000 Penalty: 1027.897583
	Iteration 2Q: 3 clusters Score -4997030 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5000392.000000 Penalty: 1027.897583
	Iteration 3F: 3 clusters Score -5000392 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -5005293.000000 Penalty: 1027.897583
	Iteration 4F: 3 clusters Score -5005293 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5010297.000000 Penalty: 1027.897583
	Iteration 5F: 3 clusters Score -5010297 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -5013440.000000 Penalty: 1027.897583
	Iteration 6F: 3 clusters Score -5013440 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -5014797.500000 Penalty: 1027.897583
	Iteration 7Q: 3 clusters Score -5014798 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -5015646.500000 Penalty: 1027.897583
	Iteration 8Q: 3 clusters Score -5015646 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -5016477.500000 Penalty: 1027.897583
	Iteration 9Q: 3 clusters Score -5016478 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -5017252.500000 Penalty: 1027.897583
	Iteration 10Q: 3 clusters Score -5017252 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -5017950.000000 Penalty: 1027.897583
	Iteration 11Q: 3 clusters Score -5017950 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5018518.500000 Penalty: 1027.897583
	Iteration 12Q: 3 clusters Score -5018518 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -5018862.500000 Penalty: 1027.897583
	Iteration 13Q: 3 clusters Score -5018862 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -5019094.000000 Penalty: 1027.897583
	Iteration 14Q: 3 clusters Score -5019094 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -5019288.500000 Penalty: 1027.897583
	Iteration 15Q: 3 clusters Score -5019288 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -5019392.500000 Penalty: 1027.897583
	Iteration 16Q: 3 clusters Score -5019392 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5019442.000000 Penalty: 1027.897583
	Iteration 17Q: 3 clusters Score -5019442 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5019556.500000 Penalty: 1027.897583
	Iteration 18Q: 3 clusters Score -5019556 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5019609.000000 Penalty: 1027.897583
	Iteration 19Q: 3 clusters Score -5019609 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5019714.000000 Penalty: 1027.897583
	Iteration 20F: 3 clusters Score -5019714 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5019791.500000 Penalty: 1027.897583
	Iteration 21Q: 3 clusters Score -5019792 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5019871.500000 Penalty: 1027.897583
	Iteration 22Q: 3 clusters Score -5019872 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -5019942.500000 Penalty: 1027.897583
	Iteration 23Q: 3 clusters Score -5019942 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5019982.000000 Penalty: 1027.897583
	Iteration 24Q: 3 clusters Score -5019982 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -5020028.000000 Penalty: 1027.897583
	Iteration 25Q: 3 clusters Score -5020028 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5020061.000000 Penalty: 1027.897583
	Iteration 26Q: 3 clusters Score -5020061 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5020121.500000 Penalty: 1027.897583
	Iteration 27Q: 3 clusters Score -5020122 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5020178.000000 Penalty: 1027.897583
	Iteration 28Q: 3 clusters Score -5020178 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5020270.500000 Penalty: 1027.897583
	Iteration 29Q: 3 clusters Score -5020270 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -5020293.000000 Penalty: 1027.897583
	Iteration 30Q: 3 clusters Score -5020293 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5020322.000000 Penalty: 1027.897583
	Iteration 31Q: 3 clusters Score -5020322 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5020334.000000 Penalty: 1027.897583
	Iteration 32Q: 3 clusters Score -5020334 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -5020385.000000 Penalty: 1027.897583
	Iteration 33Q: 3 clusters Score -5020385 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -5020405.000000 Penalty: 1027.897583
	Iteration 34Q: 3 clusters Score -5020405 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -5020405.500000 Penalty: 1027.897583
	Iteration 35Q: 3 clusters Score -5020406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5020439.500000 Penalty: 1027.897583
	Iteration 36Q: 3 clusters Score -5020440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5020470.500000 Penalty: 1027.897583
	Iteration 37Q: 3 clusters Score -5020470 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5020481.500000 Penalty: 1027.897583
	Iteration 38Q: 3 clusters Score -5020482 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5020503.500000 Penalty: 1027.897583
	Iteration 39Q: 3 clusters Score -5020504 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -5020520.000000 Penalty: 1027.897583
	Iteration 40F: 3 clusters Score -5020520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5020516.500000 Penalty: 1027.897583
	Iteration 41Q: 3 clusters Score -5020516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5020517.000000 Penalty: 1027.897583
	Iteration 42Q: 3 clusters Score -5020517 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5020490.500000 Penalty: 1027.897583
	Iteration 43Q: 3 clusters Score -5020490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5020505.500000 Penalty: 1027.897583
	Iteration 44Q: 3 clusters Score -5020506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -5020519.000000 Penalty: 1027.897583
	Iteration 45Q: 3 clusters Score -5020519 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5020518.000000 Penalty: 1027.897583
	Iteration 46Q: 3 clusters Score -5020518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5020524.000000 Penalty: 1027.897583
	Iteration 47Q: 3 clusters Score -5020524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5020519.000000 Penalty: 1027.897583
	Iteration 48Q: 3 clusters Score -5020519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5020521.000000 Penalty: 1027.897583
	Iteration 49Q: 3 clusters Score -5020521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5020521.000000 Penalty: 1027.897583
	Iteration 50Q: 3 clusters Score -5020521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5020521.000000 Penalty: 1027.897583
	Iteration 51Q: 3 clusters Score -5020521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5020523.000000 Penalty: 1027.897583
	Iteration 52Q: 3 clusters Score -5020523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5020524.000000 Penalty: 1027.897583
	Iteration 53Q: 3 clusters Score -5020524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5020527.000000 Penalty: 1027.897583
	Iteration 54Q: 3 clusters Score -5020527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5020527.500000 Penalty: 1027.897583
	Iteration 55Q: 3 clusters Score -5020528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5020524.500000 Penalty: 1027.897583
	Iteration 56Q: 3 clusters Score -5020524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5020526.500000 Penalty: 1027.897583
	Iteration 57Q: 3 clusters Score -5020526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5020524.500000 Penalty: 1027.897583
	Iteration 58Q: 3 clusters Score -5020524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5020515.500000 Penalty: 1027.897583
	Iteration 59Q: 3 clusters Score -5020516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5020514.000000 Penalty: 1027.897583
	Iteration 60F: 3 clusters Score -5020514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5020515.000000 Penalty: 1027.897583
	Iteration 61Q: 3 clusters Score -5020515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5020511.500000 Penalty: 1027.897583
	Iteration 62Q: 3 clusters Score -5020512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5020508.500000 Penalty: 1027.897583
	Iteration 63Q: 3 clusters Score -5020508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5020506.000000 Penalty: 1027.897583
	Iteration 64Q: 3 clusters Score -5020506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5020508.500000 Penalty: 1027.897583
	Iteration 65Q: 3 clusters Score -5020508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -5020506.500000 Penalty: 1027.897583
	Iteration 66Q: 3 clusters Score -5020506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5020503.500000 Penalty: 1027.897583
	Iteration 67Q: 3 clusters Score -5020504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5020503.500000 Penalty: 1027.897583
	Iteration 68Q: 3 clusters Score -5020504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5020499.500000 Penalty: 1027.897583
	Iteration 69Q: 3 clusters Score -5020500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5020499.500000 Penalty: 1027.897583
	Iteration 70Q: 3 clusters Score -5020500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5020501.000000 Penalty: 1027.897583
	Iteration 71Q: 3 clusters Score -5020501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5020499.500000 Penalty: 1027.897583
	Iteration 72Q: 3 clusters Score -5020500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5020501.000000 Penalty: 1027.897583
	Iteration 73Q: 3 clusters Score -5020501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5020501.000000 Penalty: 1027.897583
	Iteration 74F: 3 clusters Score -5020501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -31669.158203 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -31669.16 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 239 members 
Entering Unmasked Estep 
Score: -31159.398438 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -31159.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31255.970703 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -31255.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31288.113281 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -31288.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31310.226562 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -31310.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31341.255859 Penalty: 565.529358
	Iteration 4F: 3 clusters Score -31341.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31357.732422 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -31357.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31375.312500 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -31375.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31404.083984 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -31404.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31445.275391 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -31445.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31468.234375 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -31468.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31483.667969 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -31483.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31497.705078 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -31497.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31506.689453 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -31506.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31510.150391 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -31510.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31512.876953 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -31512.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31515.324219 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -31515.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31516.304688 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -31516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31518.884766 Penalty: 565.529358
	Iteration 17Q: 3 clusters Score -31518.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31521.712891 Penalty: 565.529358
	Iteration 18Q: 3 clusters Score -31521.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31524.458984 Penalty: 565.529358
	Iteration 19Q: 3 clusters Score -31524.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31529.894531 Penalty: 565.529358
	Iteration 20F: 3 clusters Score -31529.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31537.896484 Penalty: 565.529358
	Iteration 21Q: 3 clusters Score -31537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31541.505859 Penalty: 565.529358
	Iteration 22Q: 3 clusters Score -31541.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31545.335938 Penalty: 565.529358
	Iteration 23Q: 3 clusters Score -31545.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31547.349609 Penalty: 565.529358
	Iteration 24Q: 3 clusters Score -31547.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31548.431641 Penalty: 565.529358
	Iteration 25Q: 3 clusters Score -31548.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31549.710938 Penalty: 565.529358
	Iteration 26Q: 3 clusters Score -31549.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31549.710938 Penalty: 565.529358
	Iteration 27F: 3 clusters Score -31549.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Entering Unmasked Estep 
Score: -3516809.000000 Penalty: 498.322327
	Iteration 0F: 2 clusters Score -3516809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3478207.250000 Penalty: 996.644653
	Iteration 0F: 3 clusters Score -3478207 nChanged 27770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3495096.250000 Penalty: 996.644653
	Iteration 1F: 3 clusters Score -3495096 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3496045.000000 Penalty: 996.644653
	Iteration 2Q: 3 clusters Score -3496045 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3497637.500000 Penalty: 996.644653
	Iteration 3F: 3 clusters Score -3497638 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3500081.250000 Penalty: 996.644653
	Iteration 4F: 3 clusters Score -3500081 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3503570.500000 Penalty: 996.644653
	Iteration 5F: 3 clusters Score -3503570 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3507135.750000 Penalty: 996.644653
	Iteration 6F: 3 clusters Score -3507136 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3509566.750000 Penalty: 996.644653
	Iteration 7F: 3 clusters Score -3509567 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3510957.000000 Penalty: 996.644653
	Iteration 8Q: 3 clusters Score -3510957 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3511762.000000 Penalty: 996.644653
	Iteration 9Q: 3 clusters Score -3511762 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3512404.500000 Penalty: 996.644653
	Iteration 10Q: 3 clusters Score -3512404 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3512984.750000 Penalty: 996.644653
	Iteration 11Q: 3 clusters Score -3512985 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3513556.250000 Penalty: 996.644653
	Iteration 12Q: 3 clusters Score -3513556 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3514073.000000 Penalty: 996.644653
	Iteration 13Q: 3 clusters Score -3514073 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3514501.500000 Penalty: 996.644653
	Iteration 14Q: 3 clusters Score -3514502 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3514885.000000 Penalty: 996.644653
	Iteration 15Q: 3 clusters Score -3514885 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3515212.250000 Penalty: 996.644653
	Iteration 16Q: 3 clusters Score -3515212 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3515515.000000 Penalty: 996.644653
	Iteration 17Q: 3 clusters Score -3515515 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3515753.250000 Penalty: 996.644653
	Iteration 18Q: 3 clusters Score -3515753 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3515955.250000 Penalty: 996.644653
	Iteration 19Q: 3 clusters Score -3515955 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3516131.000000 Penalty: 996.644653
	Iteration 20F: 3 clusters Score -3516131 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3516245.250000 Penalty: 996.644653
	Iteration 21Q: 3 clusters Score -3516245 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3516331.000000 Penalty: 996.644653
	Iteration 22Q: 3 clusters Score -3516331 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3516397.000000 Penalty: 996.644653
	Iteration 23Q: 3 clusters Score -3516397 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3516441.750000 Penalty: 996.644653
	Iteration 24Q: 3 clusters Score -3516442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3516478.250000 Penalty: 996.644653
	Iteration 25Q: 3 clusters Score -3516478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3516499.500000 Penalty: 996.644653
	Iteration 26Q: 3 clusters Score -3516500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3516525.500000 Penalty: 996.644653
	Iteration 27Q: 3 clusters Score -3516526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3516535.250000 Penalty: 996.644653
	Iteration 28Q: 3 clusters Score -3516535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3516547.000000 Penalty: 996.644653
	Iteration 29Q: 3 clusters Score -3516547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3516552.000000 Penalty: 996.644653
	Iteration 30Q: 3 clusters Score -3516552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3516560.500000 Penalty: 996.644653
	Iteration 31Q: 3 clusters Score -3516560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3516568.500000 Penalty: 996.644653
	Iteration 32Q: 3 clusters Score -3516568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3516566.750000 Penalty: 996.644653
	Iteration 33Q: 3 clusters Score -3516567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3516570.750000 Penalty: 996.644653
	Iteration 34Q: 3 clusters Score -3516571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3516571.000000 Penalty: 996.644653
	Iteration 35Q: 3 clusters Score -3516571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3516574.000000 Penalty: 996.644653
	Iteration 36Q: 3 clusters Score -3516574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3516568.750000 Penalty: 996.644653
	Iteration 37Q: 3 clusters Score -3516569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3516571.250000 Penalty: 996.644653
	Iteration 38Q: 3 clusters Score -3516571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3516574.500000 Penalty: 996.644653
	Iteration 39Q: 3 clusters Score -3516574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3516577.750000 Penalty: 996.644653
	Iteration 40F: 3 clusters Score -3516578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3516580.500000 Penalty: 996.644653
	Iteration 41Q: 3 clusters Score -3516580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3516581.750000 Penalty: 996.644653
	Iteration 42Q: 3 clusters Score -3516582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3516583.000000 Penalty: 996.644653
	Iteration 43Q: 3 clusters Score -3516583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3516579.250000 Penalty: 996.644653
	Iteration 44Q: 3 clusters Score -3516579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3516574.750000 Penalty: 996.644653
	Iteration 45Q: 3 clusters Score -3516575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3516576.500000 Penalty: 996.644653
	Iteration 46Q: 3 clusters Score -3516576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3516576.250000 Penalty: 996.644653
	Iteration 47Q: 3 clusters Score -3516576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3516575.750000 Penalty: 996.644653
	Iteration 48Q: 3 clusters Score -3516576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3516575.250000 Penalty: 996.644653
	Iteration 49Q: 3 clusters Score -3516575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3516575.250000 Penalty: 996.644653
	Iteration 50F: 3 clusters Score -3516575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Entering Unmasked Estep 
Score: -1519541.125000 Penalty: 458.832214
	Iteration 0F: 2 clusters Score -1519541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1503404.250000 Penalty: 917.664429
	Iteration 0F: 3 clusters Score -1503404 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1510005.500000 Penalty: 917.664429
	Iteration 1F: 3 clusters Score -1510006 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1510222.125000 Penalty: 917.664429
	Iteration 2Q: 3 clusters Score -1510222 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1510455.500000 Penalty: 917.664429
	Iteration 3Q: 3 clusters Score -1510456 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1510694.625000 Penalty: 917.664429
	Iteration 4Q: 3 clusters Score -1510695 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1510971.625000 Penalty: 917.664429
	Iteration 5Q: 3 clusters Score -1510972 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1511378.375000 Penalty: 917.664429
	Iteration 6Q: 3 clusters Score -1511378 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1511986.250000 Penalty: 917.664429
	Iteration 7Q: 3 clusters Score -1511986 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1512891.500000 Penalty: 917.664429
	Iteration 8F: 3 clusters Score -1512892 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1514096.625000 Penalty: 917.664429
	Iteration 9F: 3 clusters Score -1514097 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1515242.500000 Penalty: 917.664429
	Iteration 10F: 3 clusters Score -1515242 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1516048.875000 Penalty: 917.664429
	Iteration 11Q: 3 clusters Score -1516049 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1516533.500000 Penalty: 917.664429
	Iteration 12Q: 3 clusters Score -1516534 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1516835.500000 Penalty: 917.664429
	Iteration 13Q: 3 clusters Score -1516836 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1517099.625000 Penalty: 917.664429
	Iteration 14Q: 3 clusters Score -1517100 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1517322.375000 Penalty: 917.664429
	Iteration 15Q: 3 clusters Score -1517322 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1517530.750000 Penalty: 917.664429
	Iteration 16Q: 3 clusters Score -1517531 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1517724.125000 Penalty: 917.664429
	Iteration 17Q: 3 clusters Score -1517724 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1517909.875000 Penalty: 917.664429
	Iteration 18Q: 3 clusters Score -1517910 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1518091.875000 Penalty: 917.664429
	Iteration 19Q: 3 clusters Score -1518092 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1518267.250000 Penalty: 917.664429
	Iteration 20F: 3 clusters Score -1518267 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1518422.000000 Penalty: 917.664429
	Iteration 21Q: 3 clusters Score -1518422 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1518565.750000 Penalty: 917.664429
	Iteration 22Q: 3 clusters Score -1518566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1518695.000000 Penalty: 917.664429
	Iteration 23Q: 3 clusters Score -1518695 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1518812.000000 Penalty: 917.664429
	Iteration 24Q: 3 clusters Score -1518812 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1518893.500000 Penalty: 917.664429
	Iteration 25Q: 3 clusters Score -1518894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1518950.750000 Penalty: 917.664429
	Iteration 26Q: 3 clusters Score -1518951 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1518998.750000 Penalty: 917.664429
	Iteration 27Q: 3 clusters Score -1518999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1519034.000000 Penalty: 917.664429
	Iteration 28Q: 3 clusters Score -1519034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1519055.125000 Penalty: 917.664429
	Iteration 29Q: 3 clusters Score -1519055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1519067.250000 Penalty: 917.664429
	Iteration 30Q: 3 clusters Score -1519067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1519079.250000 Penalty: 917.664429
	Iteration 31Q: 3 clusters Score -1519079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1519084.750000 Penalty: 917.664429
	Iteration 32Q: 3 clusters Score -1519085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1519090.250000 Penalty: 917.664429
	Iteration 33Q: 3 clusters Score -1519090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1519096.875000 Penalty: 917.664429
	Iteration 34Q: 3 clusters Score -1519097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1519109.250000 Penalty: 917.664429
	Iteration 35Q: 3 clusters Score -1519109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1519111.750000 Penalty: 917.664429
	Iteration 36Q: 3 clusters Score -1519112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1519121.375000 Penalty: 917.664429
	Iteration 37Q: 3 clusters Score -1519121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1519127.375000 Penalty: 917.664429
	Iteration 38Q: 3 clusters Score -1519127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1519132.250000 Penalty: 917.664429
	Iteration 39Q: 3 clusters Score -1519132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1519137.750000 Penalty: 917.664429
	Iteration 40F: 3 clusters Score -1519138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1519141.125000 Penalty: 917.664429
	Iteration 41Q: 3 clusters Score -1519141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1519141.500000 Penalty: 917.664429
	Iteration 42Q: 3 clusters Score -1519142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1519141.250000 Penalty: 917.664429
	Iteration 43Q: 3 clusters Score -1519141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1519141.625000 Penalty: 917.664429
	Iteration 44Q: 3 clusters Score -1519142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1519145.625000 Penalty: 917.664429
	Iteration 45Q: 3 clusters Score -1519146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1519147.500000 Penalty: 917.664429
	Iteration 46Q: 3 clusters Score -1519148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1519148.250000 Penalty: 917.664429
	Iteration 47Q: 3 clusters Score -1519148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1519154.875000 Penalty: 917.664429
	Iteration 48Q: 3 clusters Score -1519155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1519155.375000 Penalty: 917.664429
	Iteration 49Q: 3 clusters Score -1519155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1519160.125000 Penalty: 917.664429
	Iteration 50Q: 3 clusters Score -1519160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1519161.375000 Penalty: 917.664429
	Iteration 51Q: 3 clusters Score -1519161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1519161.750000 Penalty: 917.664429
	Iteration 52Q: 3 clusters Score -1519162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1519161.250000 Penalty: 917.664429
	Iteration 53Q: 3 clusters Score -1519161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1519163.375000 Penalty: 917.664429
	Iteration 54Q: 3 clusters Score -1519163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1519162.875000 Penalty: 917.664429
	Iteration 55Q: 3 clusters Score -1519163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1519161.250000 Penalty: 917.664429
	Iteration 56Q: 3 clusters Score -1519161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1519161.750000 Penalty: 917.664429
	Iteration 57Q: 3 clusters Score -1519162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1519161.750000 Penalty: 917.664429
	Iteration 58F: 3 clusters Score -1519162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Entering Unmasked Estep 
Score: -4027346.000000 Penalty: 504.855591
	Iteration 0F: 2 clusters Score -4027346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -3983085.250000 Penalty: 1009.711182
	Iteration 0F: 3 clusters Score -3983085 nChanged 31981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4002906.250000 Penalty: 1009.711182
	Iteration 1F: 3 clusters Score -4002906 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4005128.500000 Penalty: 1009.711182
	Iteration 2F: 3 clusters Score -4005128 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4009148.500000 Penalty: 1009.711182
	Iteration 3F: 3 clusters Score -4009148 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4015460.500000 Penalty: 1009.711182
	Iteration 4F: 3 clusters Score -4015460 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4021657.250000 Penalty: 1009.711182
	Iteration 5F: 3 clusters Score -4021657 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4025132.250000 Penalty: 1009.711182
	Iteration 6F: 3 clusters Score -4025132 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4026390.750000 Penalty: 1009.711182
	Iteration 7Q: 3 clusters Score -4026391 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4026764.500000 Penalty: 1009.711182
	Iteration 8Q: 3 clusters Score -4026764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4026845.000000 Penalty: 1009.711182
	Iteration 9Q: 3 clusters Score -4026845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4026892.750000 Penalty: 1009.711182
	Iteration 10Q: 3 clusters Score -4026893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4026915.000000 Penalty: 1009.711182
	Iteration 11Q: 3 clusters Score -4026915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4026927.000000 Penalty: 1009.711182
	Iteration 12Q: 3 clusters Score -4026927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4026930.500000 Penalty: 1009.711182
	Iteration 13Q: 3 clusters Score -4026930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4026932.500000 Penalty: 1009.711182
	Iteration 14Q: 3 clusters Score -4026932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4026935.000000 Penalty: 1009.711182
	Iteration 15Q: 3 clusters Score -4026935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4026935.000000 Penalty: 1009.711182
	Iteration 16F: 3 clusters Score -4026935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -756391.312500 Penalty: 426.218048
	Iteration 0F: 2 clusters Score -756391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -748643.937500 Penalty: 852.436096
	Iteration 0F: 3 clusters Score -748643.9 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -751644.562500 Penalty: 852.436096
	Iteration 1F: 3 clusters Score -751644.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -751775.375000 Penalty: 852.436096
	Iteration 2Q: 3 clusters Score -751775.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -751933.375000 Penalty: 852.436096
	Iteration 3Q: 3 clusters Score -751933.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -752176.625000 Penalty: 852.436096
	Iteration 4Q: 3 clusters Score -752176.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -752619.812500 Penalty: 852.436096
	Iteration 5F: 3 clusters Score -752619.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -753391.500000 Penalty: 852.436096
	Iteration 6F: 3 clusters Score -753391.5 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -754443.500000 Penalty: 852.436096
	Iteration 7F: 3 clusters Score -754443.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -755393.375000 Penalty: 852.436096
	Iteration 8F: 3 clusters Score -755393.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -755827.625000 Penalty: 852.436096
	Iteration 9Q: 3 clusters Score -755827.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -755942.562500 Penalty: 852.436096
	Iteration 10Q: 3 clusters Score -755942.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -755981.000000 Penalty: 852.436096
	Iteration 11Q: 3 clusters Score -755981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -755993.312500 Penalty: 852.436096
	Iteration 12Q: 3 clusters Score -755993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -756003.437500 Penalty: 852.436096
	Iteration 13Q: 3 clusters Score -756003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -756011.625000 Penalty: 852.436096
	Iteration 14Q: 3 clusters Score -756011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -756012.000000 Penalty: 852.436096
	Iteration 15F: 3 clusters Score -756012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -756016.250000 Penalty: 852.436096
	Iteration 16Q: 3 clusters Score -756016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -756017.812500 Penalty: 852.436096
	Iteration 17Q: 3 clusters Score -756017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -756017.812500 Penalty: 852.436096
	Iteration 18F: 3 clusters Score -756017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -209882.828125 Penalty: 371.679016
	Iteration 0F: 2 clusters Score -209882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -207463.593750 Penalty: 743.358032
	Iteration 0F: 3 clusters Score -207463.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -208250.078125 Penalty: 743.358032
	Iteration 1F: 3 clusters Score -208250.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -208352.390625 Penalty: 743.358032
	Iteration 2F: 3 clusters Score -208352.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -208430.468750 Penalty: 743.358032
	Iteration 3Q: 3 clusters Score -208430.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -208508.093750 Penalty: 743.358032
	Iteration 4Q: 3 clusters Score -208508.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -208589.703125 Penalty: 743.358032
	Iteration 5Q: 3 clusters Score -208589.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -208693.453125 Penalty: 743.358032
	Iteration 6Q: 3 clusters Score -208693.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -208789.859375 Penalty: 743.358032
	Iteration 7Q: 3 clusters Score -208789.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -208869.343750 Penalty: 743.358032
	Iteration 8Q: 3 clusters Score -208869.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -208944.125000 Penalty: 743.358032
	Iteration 9Q: 3 clusters Score -208944.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -209007.656250 Penalty: 743.358032
	Iteration 10Q: 3 clusters Score -209007.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -209050.187500 Penalty: 743.358032
	Iteration 11Q: 3 clusters Score -209050.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -209080.171875 Penalty: 743.358032
	Iteration 12Q: 3 clusters Score -209080.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -209096.375000 Penalty: 743.358032
	Iteration 13Q: 3 clusters Score -209096.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -209117.328125 Penalty: 743.358032
	Iteration 14Q: 3 clusters Score -209117.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -209144.328125 Penalty: 743.358032
	Iteration 15Q: 3 clusters Score -209144.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -209175.875000 Penalty: 743.358032
	Iteration 16Q: 3 clusters Score -209175.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -209215.328125 Penalty: 743.358032
	Iteration 17Q: 3 clusters Score -209215.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -209264.703125 Penalty: 743.358032
	Iteration 18Q: 3 clusters Score -209264.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -209312.312500 Penalty: 743.358032
	Iteration 19Q: 3 clusters Score -209312.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -209357.109375 Penalty: 743.358032
	Iteration 20F: 3 clusters Score -209357.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -209383.718750 Penalty: 743.358032
	Iteration 21Q: 3 clusters Score -209383.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -209414.140625 Penalty: 743.358032
	Iteration 22Q: 3 clusters Score -209414.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -209444.484375 Penalty: 743.358032
	Iteration 23Q: 3 clusters Score -209444.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -209472.203125 Penalty: 743.358032
	Iteration 24Q: 3 clusters Score -209472.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -209495.921875 Penalty: 743.358032
	Iteration 25Q: 3 clusters Score -209495.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -209512.187500 Penalty: 743.358032
	Iteration 26Q: 3 clusters Score -209512.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -209528.531250 Penalty: 743.358032
	Iteration 27Q: 3 clusters Score -209528.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -209547.187500 Penalty: 743.358032
	Iteration 28Q: 3 clusters Score -209547.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -209565.093750 Penalty: 743.358032
	Iteration 29Q: 3 clusters Score -209565.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -209581.609375 Penalty: 743.358032
	Iteration 30Q: 3 clusters Score -209581.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -209592.453125 Penalty: 743.358032
	Iteration 31Q: 3 clusters Score -209592.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -209600.859375 Penalty: 743.358032
	Iteration 32Q: 3 clusters Score -209600.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -209611.062500 Penalty: 743.358032
	Iteration 33Q: 3 clusters Score -209611.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -209619.156250 Penalty: 743.358032
	Iteration 34Q: 3 clusters Score -209619.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -209625.015625 Penalty: 743.358032
	Iteration 35Q: 3 clusters Score -209625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -209629.750000 Penalty: 743.358032
	Iteration 36Q: 3 clusters Score -209629.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -209633.390625 Penalty: 743.358032
	Iteration 37Q: 3 clusters Score -209633.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -209638.687500 Penalty: 743.358032
	Iteration 38Q: 3 clusters Score -209638.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -209642.640625 Penalty: 743.358032
	Iteration 39Q: 3 clusters Score -209642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -209644.328125 Penalty: 743.358032
	Iteration 40F: 3 clusters Score -209644.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -209645.296875 Penalty: 743.358032
	Iteration 41Q: 3 clusters Score -209645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -209646.140625 Penalty: 743.358032
	Iteration 42Q: 3 clusters Score -209646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -209646.968750 Penalty: 743.358032
	Iteration 43Q: 3 clusters Score -209647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -209647.578125 Penalty: 743.358032
	Iteration 44Q: 3 clusters Score -209647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -209647.875000 Penalty: 743.358032
	Iteration 45Q: 3 clusters Score -209647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -209648.937500 Penalty: 743.358032
	Iteration 46Q: 3 clusters Score -209648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -209648.796875 Penalty: 743.358032
	Iteration 47Q: 3 clusters Score -209648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -209648.781250 Penalty: 743.358032
	Iteration 48Q: 3 clusters Score -209648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -209648.796875 Penalty: 743.358032
	Iteration 49Q: 3 clusters Score -209648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -209649.390625 Penalty: 743.358032
	Iteration 50Q: 3 clusters Score -209649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -209649.718750 Penalty: 743.358032
	Iteration 51Q: 3 clusters Score -209649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -209649.937500 Penalty: 743.358032
	Iteration 52Q: 3 clusters Score -209649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -209649.609375 Penalty: 743.358032
	Iteration 53Q: 3 clusters Score -209649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -209649.843750 Penalty: 743.358032
	Iteration 54Q: 3 clusters Score -209649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -209649.750000 Penalty: 743.358032
	Iteration 55Q: 3 clusters Score -209649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -209649.984375 Penalty: 743.358032
	Iteration 56Q: 3 clusters Score -209650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -209650.156250 Penalty: 743.358032
	Iteration 57Q: 3 clusters Score -209650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -209650.375000 Penalty: 743.358032
	Iteration 58Q: 3 clusters Score -209650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -209650.718750 Penalty: 743.358032
	Iteration 59Q: 3 clusters Score -209650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -209650.718750 Penalty: 743.358032
	Iteration 60F: 3 clusters Score -209650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (82900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Entering Unmasked Estep 
Score: -5143960.500000 Penalty: 515.305237
	Iteration 0F: 2 clusters Score -5143960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5088172.000000 Penalty: 1030.610474
	Iteration 0F: 3 clusters Score -5088172 nChanged 40355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5112533.000000 Penalty: 1030.610474
	Iteration 1F: 3 clusters Score -5112533 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5113875.500000 Penalty: 1030.610474
	Iteration 2Q: 3 clusters Score -5113876 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5116290.000000 Penalty: 1030.610474
	Iteration 3F: 3 clusters Score -5116290 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5120282.500000 Penalty: 1030.610474
	Iteration 4F: 3 clusters Score -5120282 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5125691.500000 Penalty: 1030.610474
	Iteration 5F: 3 clusters Score -5125692 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5130261.000000 Penalty: 1030.610474
	Iteration 6F: 3 clusters Score -5130261 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5132290.000000 Penalty: 1030.610474
	Iteration 7F: 3 clusters Score -5132290 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -5133040.000000 Penalty: 1030.610474
	Iteration 8Q: 3 clusters Score -5133040 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5133453.500000 Penalty: 1030.610474
	Iteration 9Q: 3 clusters Score -5133454 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5133844.000000 Penalty: 1030.610474
	Iteration 10Q: 3 clusters Score -5133844 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5134175.500000 Penalty: 1030.610474
	Iteration 11Q: 3 clusters Score -5134176 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -5134550.000000 Penalty: 1030.610474
	Iteration 12Q: 3 clusters Score -5134550 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -5134842.000000 Penalty: 1030.610474
	Iteration 13Q: 3 clusters Score -5134842 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -5135172.500000 Penalty: 1030.610474
	Iteration 14Q: 3 clusters Score -5135172 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -5135453.000000 Penalty: 1030.610474
	Iteration 15Q: 3 clusters Score -5135453 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -5135734.000000 Penalty: 1030.610474
	Iteration 16Q: 3 clusters Score -5135734 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -5135982.000000 Penalty: 1030.610474
	Iteration 17Q: 3 clusters Score -5135982 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -5136148.000000 Penalty: 1030.610474
	Iteration 18Q: 3 clusters Score -5136148 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5136352.000000 Penalty: 1030.610474
	Iteration 19Q: 3 clusters Score -5136352 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -5136522.500000 Penalty: 1030.610474
	Iteration 20F: 3 clusters Score -5136522 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -5136700.000000 Penalty: 1030.610474
	Iteration 21Q: 3 clusters Score -5136700 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5136910.000000 Penalty: 1030.610474
	Iteration 22Q: 3 clusters Score -5136910 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -5137120.500000 Penalty: 1030.610474
	Iteration 23Q: 3 clusters Score -5137120 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5137289.000000 Penalty: 1030.610474
	Iteration 24Q: 3 clusters Score -5137289 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -5137482.500000 Penalty: 1030.610474
	Iteration 25Q: 3 clusters Score -5137482 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -5137762.500000 Penalty: 1030.610474
	Iteration 26Q: 3 clusters Score -5137762 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -5138014.000000 Penalty: 1030.610474
	Iteration 27Q: 3 clusters Score -5138014 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -5138242.000000 Penalty: 1030.610474
	Iteration 28Q: 3 clusters Score -5138242 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -5138473.000000 Penalty: 1030.610474
	Iteration 29Q: 3 clusters Score -5138473 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -5138677.000000 Penalty: 1030.610474
	Iteration 30Q: 3 clusters Score -5138677 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -5138860.500000 Penalty: 1030.610474
	Iteration 31Q: 3 clusters Score -5138860 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5139031.500000 Penalty: 1030.610474
	Iteration 32Q: 3 clusters Score -5139032 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -5139176.000000 Penalty: 1030.610474
	Iteration 33Q: 3 clusters Score -5139176 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -5139374.000000 Penalty: 1030.610474
	Iteration 34Q: 3 clusters Score -5139374 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -5139492.000000 Penalty: 1030.610474
	Iteration 35Q: 3 clusters Score -5139492 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -5139616.500000 Penalty: 1030.610474
	Iteration 36Q: 3 clusters Score -5139616 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -5139651.500000 Penalty: 1030.610474
	Iteration 37Q: 3 clusters Score -5139652 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -5139707.000000 Penalty: 1030.610474
	Iteration 38Q: 3 clusters Score -5139707 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -5139733.000000 Penalty: 1030.610474
	Iteration 39Q: 3 clusters Score -5139733 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -5139897.500000 Penalty: 1030.610474
	Iteration 40F: 3 clusters Score -5139898 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -5139978.000000 Penalty: 1030.610474
	Iteration 41Q: 3 clusters Score -5139978 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -5140069.500000 Penalty: 1030.610474
	Iteration 42Q: 3 clusters Score -5140070 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -5140134.500000 Penalty: 1030.610474
	Iteration 43Q: 3 clusters Score -5140134 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5140177.000000 Penalty: 1030.610474
	Iteration 44Q: 3 clusters Score -5140177 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -5140222.000000 Penalty: 1030.610474
	Iteration 45Q: 3 clusters Score -5140222 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -5140250.500000 Penalty: 1030.610474
	Iteration 46Q: 3 clusters Score -5140250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5140251.500000 Penalty: 1030.610474
	Iteration 47Q: 3 clusters Score -5140252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -5140283.000000 Penalty: 1030.610474
	Iteration 48Q: 3 clusters Score -5140283 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5140277.500000 Penalty: 1030.610474
	Iteration 49Q: 3 clusters Score -5140278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -5140292.500000 Penalty: 1030.610474
	Iteration 50Q: 3 clusters Score -5140292 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -5140301.000000 Penalty: 1030.610474
	Iteration 51Q: 3 clusters Score -5140301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -5140291.500000 Penalty: 1030.610474
	Iteration 52Q: 3 clusters Score -5140292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -5140289.500000 Penalty: 1030.610474
	Iteration 53Q: 3 clusters Score -5140290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5140299.500000 Penalty: 1030.610474
	Iteration 54Q: 3 clusters Score -5140300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -5140303.500000 Penalty: 1030.610474
	Iteration 55Q: 3 clusters Score -5140304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -5140300.500000 Penalty: 1030.610474
	Iteration 56Q: 3 clusters Score -5140300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -5140287.000000 Penalty: 1030.610474
	Iteration 57Q: 3 clusters Score -5140287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -5140288.500000 Penalty: 1030.610474
	Iteration 58Q: 3 clusters Score -5140288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -5140287.000000 Penalty: 1030.610474
	Iteration 59Q: 3 clusters Score -5140287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -5140290.000000 Penalty: 1030.610474
	Iteration 60F: 3 clusters Score -5140290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -5140289.500000 Penalty: 1030.610474
	Iteration 61Q: 3 clusters Score -5140290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5140293.500000 Penalty: 1030.610474
	Iteration 62Q: 3 clusters Score -5140294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -5140294.000000 Penalty: 1030.610474
	Iteration 63Q: 3 clusters Score -5140294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -5140286.000000 Penalty: 1030.610474
	Iteration 64Q: 3 clusters Score -5140286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -5140288.000000 Penalty: 1030.610474
	Iteration 65Q: 3 clusters Score -5140288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -5140288.000000 Penalty: 1030.610474
	Iteration 66Q: 3 clusters Score -5140288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -5140285.500000 Penalty: 1030.610474
	Iteration 67Q: 3 clusters Score -5140286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -5140290.500000 Penalty: 1030.610474
	Iteration 68Q: 3 clusters Score -5140290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -5140284.500000 Penalty: 1030.610474
	Iteration 69Q: 3 clusters Score -5140284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -5140297.500000 Penalty: 1030.610474
	Iteration 70Q: 3 clusters Score -5140298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -5140293.000000 Penalty: 1030.610474
	Iteration 71Q: 3 clusters Score -5140293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5140294.500000 Penalty: 1030.610474
	Iteration 72Q: 3 clusters Score -5140294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5140302.000000 Penalty: 1030.610474
	Iteration 73Q: 3 clusters Score -5140302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -5140304.500000 Penalty: 1030.610474
	Iteration 74Q: 3 clusters Score -5140304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -5140307.000000 Penalty: 1030.610474
	Iteration 75Q: 3 clusters Score -5140307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5140316.000000 Penalty: 1030.610474
	Iteration 76Q: 3 clusters Score -5140316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -5140309.500000 Penalty: 1030.610474
	Iteration 77Q: 3 clusters Score -5140310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -5140309.500000 Penalty: 1030.610474
	Iteration 78Q: 3 clusters Score -5140310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5140306.000000 Penalty: 1030.610474
	Iteration 79Q: 3 clusters Score -5140306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5140308.000000 Penalty: 1030.610474
	Iteration 80F: 3 clusters Score -5140308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -5140306.500000 Penalty: 1030.610474
	Iteration 81Q: 3 clusters Score -5140306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -5140311.000000 Penalty: 1030.610474
	Iteration 82Q: 3 clusters Score -5140311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -5140314.000000 Penalty: 1030.610474
	Iteration 83Q: 3 clusters Score -5140314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -5140313.000000 Penalty: 1030.610474
	Iteration 84Q: 3 clusters Score -5140313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -5140313.000000 Penalty: 1030.610474
	Iteration 85F: 3 clusters Score -5140313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -33861.898438 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -33861.9 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 237 members 
Entering Unmasked Estep 
Score: -33386.945312 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -33386.95 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33481.019531 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -33481.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33508.390625 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -33508.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33526.523438 Penalty: 558.336426
	Iteration 3F: 3 clusters Score -33526.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33539.429688 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -33539.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33544.910156 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -33544.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33549.812500 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -33549.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33553.644531 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -33553.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33555.097656 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -33555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33555.234375 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -33555.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33555.234375 Penalty: 558.336426
	Iteration 10F: 3 clusters Score -33555.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -26989.234375 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -26989.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26805.935547 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -26805.94 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27725.462891 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -27725.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27831.240234 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -27831.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27856.363281 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -27856.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27865.636719 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -27865.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27872.228516 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -27872.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27874.679688 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -27874.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27874.679688 Penalty: 582.120605
	Iteration 7F: 3 clusters Score -27874.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 215 members 
Entering Unmasked Estep 
Score: -53260580.000000 Penalty: 23077.474609
Splitting cluster 23 changes total score from -53250376.000000 to -53260580.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -32617.265625 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -32617.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32161.087891 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -32161.09 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32605.820312 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -32605.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32722.197266 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -32722.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32751.189453 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -32751.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32762.222656 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -32762.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32777.449219 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -32777.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32803.179688 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -32803.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32814.691406 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -32814.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32828.683594 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -32828.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32835.835938 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -32835.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32840.398438 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -32840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32842.800781 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -32842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32844.261719 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -32844.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32845.785156 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -32845.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32846.308594 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -32846.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32847.316406 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -32847.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32847.316406 Penalty: 569.969238
	Iteration 16F: 3 clusters Score -32847.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 233 members 
Entering Unmasked Estep 
Score: -53260508.000000 Penalty: 23701.189453
Splitting cluster 24 changes total score from -53250376.000000 to -53260508.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (3766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Entering Unmasked Estep 
Score: -234847.687500 Penalty: 374.636475
	Iteration 0F: 2 clusters Score -234847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -232330.890625 Penalty: 749.272949
	Iteration 0F: 3 clusters Score -232330.9 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -233799.968750 Penalty: 749.272949
	Iteration 1F: 3 clusters Score -233800 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -234390.734375 Penalty: 749.272949
	Iteration 2F: 3 clusters Score -234390.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -234758.531250 Penalty: 749.272949
	Iteration 3F: 3 clusters Score -234758.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -234955.921875 Penalty: 749.272949
	Iteration 4F: 3 clusters Score -234955.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -235029.000000 Penalty: 749.272949
	Iteration 5Q: 3 clusters Score -235029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -235068.671875 Penalty: 749.272949
	Iteration 6Q: 3 clusters Score -235068.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -235089.750000 Penalty: 749.272949
	Iteration 7Q: 3 clusters Score -235089.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -235100.937500 Penalty: 749.272949
	Iteration 8Q: 3 clusters Score -235100.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -235115.328125 Penalty: 749.272949
	Iteration 9Q: 3 clusters Score -235115.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -235124.312500 Penalty: 749.272949
	Iteration 10Q: 3 clusters Score -235124.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -235131.796875 Penalty: 749.272949
	Iteration 11Q: 3 clusters Score -235131.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -235142.187500 Penalty: 749.272949
	Iteration 12Q: 3 clusters Score -235142.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -235147.875000 Penalty: 749.272949
	Iteration 13Q: 3 clusters Score -235147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -235153.140625 Penalty: 749.272949
	Iteration 14Q: 3 clusters Score -235153.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -235158.015625 Penalty: 749.272949
	Iteration 15Q: 3 clusters Score -235158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -235162.468750 Penalty: 749.272949
	Iteration 16Q: 3 clusters Score -235162.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -235164.265625 Penalty: 749.272949
	Iteration 17Q: 3 clusters Score -235164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -235166.750000 Penalty: 749.272949
	Iteration 18Q: 3 clusters Score -235166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -235168.265625 Penalty: 749.272949
	Iteration 19Q: 3 clusters Score -235168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -235169.265625 Penalty: 749.272949
	Iteration 20F: 3 clusters Score -235169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -235171.984375 Penalty: 749.272949
	Iteration 21Q: 3 clusters Score -235172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -235174.671875 Penalty: 749.272949
	Iteration 22Q: 3 clusters Score -235174.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -235176.859375 Penalty: 749.272949
	Iteration 23Q: 3 clusters Score -235176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -235181.109375 Penalty: 749.272949
	Iteration 24Q: 3 clusters Score -235181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -235182.640625 Penalty: 749.272949
	Iteration 25Q: 3 clusters Score -235182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -235183.750000 Penalty: 749.272949
	Iteration 26Q: 3 clusters Score -235183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -235185.328125 Penalty: 749.272949
	Iteration 27Q: 3 clusters Score -235185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -235186.046875 Penalty: 749.272949
	Iteration 28Q: 3 clusters Score -235186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -235186.656250 Penalty: 749.272949
	Iteration 29Q: 3 clusters Score -235186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -235186.875000 Penalty: 749.272949
	Iteration 30Q: 3 clusters Score -235186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -235187.875000 Penalty: 749.272949
	Iteration 31Q: 3 clusters Score -235187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -235188.609375 Penalty: 749.272949
	Iteration 32Q: 3 clusters Score -235188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -235190.718750 Penalty: 749.272949
	Iteration 33Q: 3 clusters Score -235190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -235191.234375 Penalty: 749.272949
	Iteration 34Q: 3 clusters Score -235191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -235191.937500 Penalty: 749.272949
	Iteration 35Q: 3 clusters Score -235191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -235193.765625 Penalty: 749.272949
	Iteration 36Q: 3 clusters Score -235193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -235193.875000 Penalty: 749.272949
	Iteration 37Q: 3 clusters Score -235193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -235193.359375 Penalty: 749.272949
	Iteration 38Q: 3 clusters Score -235193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -235195.171875 Penalty: 749.272949
	Iteration 39Q: 3 clusters Score -235195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -235198.828125 Penalty: 749.272949
	Iteration 40F: 3 clusters Score -235198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -235201.156250 Penalty: 749.272949
	Iteration 41Q: 3 clusters Score -235201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -235202.359375 Penalty: 749.272949
	Iteration 42Q: 3 clusters Score -235202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -235205.421875 Penalty: 749.272949
	Iteration 43Q: 3 clusters Score -235205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -235207.046875 Penalty: 749.272949
	Iteration 44Q: 3 clusters Score -235207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -235210.000000 Penalty: 749.272949
	Iteration 45Q: 3 clusters Score -235210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -235211.875000 Penalty: 749.272949
	Iteration 46Q: 3 clusters Score -235211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -235213.484375 Penalty: 749.272949
	Iteration 47Q: 3 clusters Score -235213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -235215.234375 Penalty: 749.272949
	Iteration 48Q: 3 clusters Score -235215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -235216.359375 Penalty: 749.272949
	Iteration 49Q: 3 clusters Score -235216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -235214.843750 Penalty: 749.272949
	Iteration 50Q: 3 clusters Score -235214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -235214.531250 Penalty: 749.272949
	Iteration 51Q: 3 clusters Score -235214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -235216.203125 Penalty: 749.272949
	Iteration 52Q: 3 clusters Score -235216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -235216.203125 Penalty: 749.272949
	Iteration 53F: 3 clusters Score -235216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 233 members 
Mstep: Class 39 contains 3215 members 
Entering Unmasked Estep 
Score: -53260532.000000 Penalty: 24324.906250
Splitting cluster 25 changes total score from -53250376.000000 to -53260532.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (87229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Entering Unmasked Estep 
Score: -5404544.000000 Penalty: 517.621277
	Iteration 0F: 2 clusters Score -5404544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5347461.500000 Penalty: 1035.242554
	Iteration 0F: 3 clusters Score -5347462 nChanged 42532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -5373976.000000 Penalty: 1035.242554
	Iteration 1F: 3 clusters Score -5373976 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5376726.000000 Penalty: 1035.242554
	Iteration 2F: 3 clusters Score -5376726 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -5381626.500000 Penalty: 1035.242554
	Iteration 3F: 3 clusters Score -5381626 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5393839 nChanged 5228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5395820 nChanged 2999
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5396487 nChanged 2066
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Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5396884 nChanged 1766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5397229 nChanged 1670
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5397584 nChanged 1521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5397922 nChanged 1396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5398134 nChanged 1306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5398377 nChanged 1273
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Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5398574 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5398706 nChanged 1171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5398858 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5399049 nChanged 976
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5399216 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5399332 nChanged 758
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5399402 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5399426 nChanged 661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5399498 nChanged 608
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Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5399582 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5399663 nChanged 496
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Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5399690 nChanged 483
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Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5399746 nChanged 478
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Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5399788 nChanged 462
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Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5399810 nChanged 415
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Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5399824 nChanged 393
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Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5399830 nChanged 391
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Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5399862 nChanged 387
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Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5399890 nChanged 394
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Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5399918 nChanged 411
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Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5399939 nChanged 424
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Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5399926 nChanged 410
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Mstep: Class 1 contains 52247 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5399944 nChanged 429
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Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5399966 nChanged 410
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Mstep: Class 1 contains 53020 members 
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	Iteration 38Q: 3 clusters Score -5399986 nChanged 409
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	Iteration 39Q: 3 clusters Score -5399978 nChanged 411
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Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5399983 nChanged 451
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Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 33028 members 
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	Iteration 41Q: 3 clusters Score -5400002 nChanged 514
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Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 32554 members 
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	Iteration 42Q: 3 clusters Score -5400002 nChanged 623
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Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 31951 members 
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	Iteration 43Q: 3 clusters Score -5400002 nChanged 630
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Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5400042 nChanged 644
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Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5400086 nChanged 670
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Mstep: Class 1 contains 57208 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5400112 nChanged 659
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Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5400168 nChanged 688
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Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5400198 nChanged 693
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Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5400250 nChanged 762
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5400300 nChanged 823
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Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5400366 nChanged 833
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Mstep: Class 1 contains 61666 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5400422 nChanged 822
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Mstep: Class 1 contains 62488 members 
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	Iteration 53Q: 3 clusters Score -5400468 nChanged 821
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Mstep: Class 1 contains 63309 members 
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	Iteration 54Q: 3 clusters Score -5400515 nChanged 809
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Mstep: Class 1 contains 64118 members 
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	Iteration 55Q: 3 clusters Score -5400566 nChanged 796
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Mstep: Class 1 contains 64914 members 
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	Iteration 56Q: 3 clusters Score -5400606 nChanged 898
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Mstep: Class 1 contains 65812 members 
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	Iteration 57Q: 3 clusters Score -5400660 nChanged 911
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Mstep: Class 1 contains 66723 members 
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	Iteration 58Q: 3 clusters Score -5400738 nChanged 946
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Mstep: Class 1 contains 67669 members 
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	Iteration 59Q: 3 clusters Score -5400824 nChanged 997
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Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 18563 members 
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	Iteration 60F: 3 clusters Score -5400939 nChanged 1051
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Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 17512 members 
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	Iteration 61Q: 3 clusters Score -5401064 nChanged 1120
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Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 16392 members 
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	Iteration 62Q: 3 clusters Score -5401179 nChanged 1132
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Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 15260 members 
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	Iteration 63Q: 3 clusters Score -5401328 nChanged 1152
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Mstep: Class 1 contains 73121 members 
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	Iteration 64Q: 3 clusters Score -5401507 nChanged 1212
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Mstep: Class 1 contains 74333 members 
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	Iteration 65Q: 3 clusters Score -5401715 nChanged 1297
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Mstep: Class 1 contains 75630 members 
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	Iteration 66Q: 3 clusters Score -5402039 nChanged 1272
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Mstep: Class 1 contains 76902 members 
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	Iteration 67Q: 3 clusters Score -5402511 nChanged 1110
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	Iteration 68Q: 3 clusters Score -5402909 nChanged 964
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	Iteration 69Q: 3 clusters Score -5403203 nChanged 862
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	Iteration 70Q: 3 clusters Score -5403457 nChanged 727
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	Iteration 71Q: 3 clusters Score -5403640 nChanged 645
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	Iteration 72Q: 3 clusters Score -5403756 nChanged 519
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Mstep: Class 2 contains 5556 members 
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	Iteration 73Q: 3 clusters Score -5403873 nChanged 451
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Mstep: Class 1 contains 82110 members 
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	Iteration 74Q: 3 clusters Score -5403958 nChanged 396
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	Iteration 75Q: 3 clusters Score -5404023 nChanged 325
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	Iteration 76Q: 3 clusters Score -5404050 nChanged 293
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	Iteration 77Q: 3 clusters Score -5404086 nChanged 272
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	Iteration 78Q: 3 clusters Score -5404102 nChanged 238
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	Iteration 79Q: 3 clusters Score -5404124 nChanged 196
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	Iteration 80F: 3 clusters Score -5404134 nChanged 201
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	Iteration 81Q: 3 clusters Score -5404152 nChanged 176
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	Iteration 82Q: 3 clusters Score -5404162 nChanged 150
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	Iteration 83Q: 3 clusters Score -5404184 nChanged 130
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	Iteration 84Q: 3 clusters Score -5404194 nChanged 125
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	Iteration 85Q: 3 clusters Score -5404193 nChanged 106
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Mstep: Class 1 contains 84676 members 
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	Iteration 86Q: 3 clusters Score -5404198 nChanged 103
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Mstep: Class 1 contains 84773 members 
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	Iteration 87Q: 3 clusters Score -5404192 nChanged 79
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Mstep: Class 2 contains 2383 members 
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	Iteration 88Q: 3 clusters Score -5404193 nChanged 80
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	Iteration 89Q: 3 clusters Score -5404194 nChanged 85
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	Iteration 90Q: 3 clusters Score -5404192 nChanged 84
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Mstep: Class 1 contains 85073 members 
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	Iteration 91Q: 3 clusters Score -5404189 nChanged 74
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	Iteration 92Q: 3 clusters Score -5404194 nChanged 83
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	Iteration 93Q: 3 clusters Score -5404198 nChanged 65
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	Iteration 94Q: 3 clusters Score -5404212 nChanged 69
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	Iteration 95Q: 3 clusters Score -5404210 nChanged 70
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	Iteration 96Q: 3 clusters Score -5404205 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5404211.000000 Penalty: 1035.242554
	Iteration 97Q: 3 clusters Score -5404211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5404209.500000 Penalty: 1035.242554
	Iteration 98Q: 3 clusters Score -5404210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5404214.000000 Penalty: 1035.242554
	Iteration 99Q: 3 clusters Score -5404214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5404212.000000 Penalty: 1035.242554
	Iteration 100F: 3 clusters Score -5404212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5404211.000000 Penalty: 1035.242554
	Iteration 101Q: 3 clusters Score -5404211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5404226.500000 Penalty: 1035.242554
	Iteration 102Q: 3 clusters Score -5404226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5404235.500000 Penalty: 1035.242554
	Iteration 103Q: 3 clusters Score -5404236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5404236.000000 Penalty: 1035.242554
	Iteration 104Q: 3 clusters Score -5404236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5404240.000000 Penalty: 1035.242554
	Iteration 105Q: 3 clusters Score -5404240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5404237.500000 Penalty: 1035.242554
	Iteration 106Q: 3 clusters Score -5404238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5404229.500000 Penalty: 1035.242554
	Iteration 107Q: 3 clusters Score -5404230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5404231.000000 Penalty: 1035.242554
	Iteration 108Q: 3 clusters Score -5404231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5404234.000000 Penalty: 1035.242554
	Iteration 109Q: 3 clusters Score -5404234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5404239.500000 Penalty: 1035.242554
	Iteration 110Q: 3 clusters Score -5404240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5404233.000000 Penalty: 1035.242554
	Iteration 111Q: 3 clusters Score -5404233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5404237.000000 Penalty: 1035.242554
	Iteration 112Q: 3 clusters Score -5404237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5404237.000000 Penalty: 1035.242554
	Iteration 113Q: 3 clusters Score -5404237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5404229.500000 Penalty: 1035.242554
	Iteration 114Q: 3 clusters Score -5404230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5404230.500000 Penalty: 1035.242554
	Iteration 115Q: 3 clusters Score -5404230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5404229.500000 Penalty: 1035.242554
	Iteration 116Q: 3 clusters Score -5404230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5404227.500000 Penalty: 1035.242554
	Iteration 117Q: 3 clusters Score -5404228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5404227.000000 Penalty: 1035.242554
	Iteration 118Q: 3 clusters Score -5404227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5404223.500000 Penalty: 1035.242554
	Iteration 119Q: 3 clusters Score -5404224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5404215.500000 Penalty: 1035.242554
	Iteration 120F: 3 clusters Score -5404216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5404216.500000 Penalty: 1035.242554
	Iteration 121Q: 3 clusters Score -5404216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5404213.000000 Penalty: 1035.242554
	Iteration 122Q: 3 clusters Score -5404213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5404218.500000 Penalty: 1035.242554
	Iteration 123Q: 3 clusters Score -5404218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5404213.000000 Penalty: 1035.242554
	Iteration 124Q: 3 clusters Score -5404213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5404216.500000 Penalty: 1035.242554
	Iteration 125Q: 3 clusters Score -5404216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5404207.500000 Penalty: 1035.242554
	Iteration 126Q: 3 clusters Score -5404208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5404210.500000 Penalty: 1035.242554
	Iteration 127Q: 3 clusters Score -5404210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5404209.500000 Penalty: 1035.242554
	Iteration 128Q: 3 clusters Score -5404210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5404207.000000 Penalty: 1035.242554
	Iteration 129Q: 3 clusters Score -5404207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5404208.500000 Penalty: 1035.242554
	Iteration 130Q: 3 clusters Score -5404208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5404205.000000 Penalty: 1035.242554
	Iteration 131Q: 3 clusters Score -5404205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5404208.000000 Penalty: 1035.242554
	Iteration 132Q: 3 clusters Score -5404208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5404205.500000 Penalty: 1035.242554
	Iteration 133Q: 3 clusters Score -5404206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5404219.500000 Penalty: 1035.242554
	Iteration 134Q: 3 clusters Score -5404220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5404225.500000 Penalty: 1035.242554
	Iteration 135Q: 3 clusters Score -5404226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5404232.500000 Penalty: 1035.242554
	Iteration 136Q: 3 clusters Score -5404232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5404228.500000 Penalty: 1035.242554
	Iteration 137Q: 3 clusters Score -5404228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5404236.000000 Penalty: 1035.242554
	Iteration 138Q: 3 clusters Score -5404236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5404232.000000 Penalty: 1035.242554
	Iteration 139Q: 3 clusters Score -5404232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5404234.000000 Penalty: 1035.242554
	Iteration 140F: 3 clusters Score -5404234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5404227.000000 Penalty: 1035.242554
	Iteration 141Q: 3 clusters Score -5404227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5404235.000000 Penalty: 1035.242554
	Iteration 142Q: 3 clusters Score -5404235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5404229.500000 Penalty: 1035.242554
	Iteration 143Q: 3 clusters Score -5404230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5404226.500000 Penalty: 1035.242554
	Iteration 144Q: 3 clusters Score -5404226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5404232.000000 Penalty: 1035.242554
	Iteration 145Q: 3 clusters Score -5404232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5404236.500000 Penalty: 1035.242554
	Iteration 146Q: 3 clusters Score -5404236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5404231.500000 Penalty: 1035.242554
	Iteration 147Q: 3 clusters Score -5404232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5404240.000000 Penalty: 1035.242554
	Iteration 148Q: 3 clusters Score -5404240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5404241.500000 Penalty: 1035.242554
	Iteration 149Q: 3 clusters Score -5404242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5404245.500000 Penalty: 1035.242554
	Iteration 150Q: 3 clusters Score -5404246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5404245.500000 Penalty: 1035.242554
	Iteration 151Q: 3 clusters Score -5404246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5404243.000000 Penalty: 1035.242554
	Iteration 152Q: 3 clusters Score -5404243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5404236.500000 Penalty: 1035.242554
	Iteration 153Q: 3 clusters Score -5404236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5404244.000000 Penalty: 1035.242554
	Iteration 154Q: 3 clusters Score -5404244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5404239.000000 Penalty: 1035.242554
	Iteration 155Q: 3 clusters Score -5404239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5404234.500000 Penalty: 1035.242554
	Iteration 156Q: 3 clusters Score -5404234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5404237.500000 Penalty: 1035.242554
	Iteration 157Q: 3 clusters Score -5404238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5404238.000000 Penalty: 1035.242554
	Iteration 158Q: 3 clusters Score -5404238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5404245.000000 Penalty: 1035.242554
	Iteration 159Q: 3 clusters Score -5404245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5404244.500000 Penalty: 1035.242554
	Iteration 160F: 3 clusters Score -5404244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5404248.000000 Penalty: 1035.242554
	Iteration 161Q: 3 clusters Score -5404248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5404247.500000 Penalty: 1035.242554
	Iteration 162Q: 3 clusters Score -5404248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5404249.000000 Penalty: 1035.242554
	Iteration 163Q: 3 clusters Score -5404249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5404242.000000 Penalty: 1035.242554
	Iteration 164Q: 3 clusters Score -5404242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5404245.500000 Penalty: 1035.242554
	Iteration 165Q: 3 clusters Score -5404246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5404251.500000 Penalty: 1035.242554
	Iteration 166Q: 3 clusters Score -5404252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5404252.000000 Penalty: 1035.242554
	Iteration 167Q: 3 clusters Score -5404252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5404248.500000 Penalty: 1035.242554
	Iteration 168Q: 3 clusters Score -5404248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5404244.500000 Penalty: 1035.242554
	Iteration 169Q: 3 clusters Score -5404244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5404244.500000 Penalty: 1035.242554
	Iteration 170F: 3 clusters Score -5404244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -71245.093750 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -71245.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70397.179688 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -70397.18 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -71672.726562 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -71672.73 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -72034.156250 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -72034.16 nChanged 55
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: -72136.726562 Penalty: 648.838928
	Iteration 3Q: 3 clusters Score -72136.73 nChanged 28
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: -72189.617188 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -72189.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -72207.671875 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -72207.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -72215.640625 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -72215.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -72218.093750 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -72218.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -72219.765625 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -72219.77 nChanged 1
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: -72219.414062 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -72219.41 nChanged 0
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: -72219.414062 Penalty: 648.838928
	Iteration 10F: 3 clusters Score -72219.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 233 members 
Mstep: Class 39 contains 3215 members 
Mstep: Class 40 contains 1005 members 
Entering Unmasked Estep 
Score: -53261284.000000 Penalty: 24948.621094
Splitting cluster 27 changes total score from -53250376.000000 to -53261284.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -134423.234375 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -134423.2 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 1140 members 
Entering Unmasked Estep 
Score: -132889.859375 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -132889.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -136585.359375 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -136585.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -138735.484375 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -138735.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -139094.031250 Penalty: 705.345093
	Iteration 3F: 3 clusters Score -139094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -139372.312500 Penalty: 705.345093
	Iteration 4Q: 3 clusters Score -139372.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -139643.687500 Penalty: 705.345093
	Iteration 5Q: 3 clusters Score -139643.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139756.515625 Penalty: 705.345093
	Iteration 6Q: 3 clusters Score -139756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -139816.984375 Penalty: 705.345093
	Iteration 7Q: 3 clusters Score -139817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -139846.859375 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -139846.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -139863.015625 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -139863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -139867.781250 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -139867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -139868.109375 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -139868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -139871.000000 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -139871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -139876.015625 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -139876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -139883.093750 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -139883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -139884.796875 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -139884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -139890.218750 Penalty: 705.345093
	Iteration 16Q: 3 clusters Score -139890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -139891.828125 Penalty: 705.345093
	Iteration 17Q: 3 clusters Score -139891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -139892.203125 Penalty: 705.345093
	Iteration 18Q: 3 clusters Score -139892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -139894.531250 Penalty: 705.345093
	Iteration 19F: 3 clusters Score -139894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -139895.062500 Penalty: 705.345093
	Iteration 20F: 3 clusters Score -139895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -139893.640625 Penalty: 705.345093
	Iteration 21Q: 3 clusters Score -139893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -139898.328125 Penalty: 705.345093
	Iteration 22Q: 3 clusters Score -139898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -139901.906250 Penalty: 705.345093
	Iteration 23Q: 3 clusters Score -139901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -139923.890625 Penalty: 705.345093
	Iteration 24Q: 3 clusters Score -139923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -139961.625000 Penalty: 705.345093
	Iteration 25Q: 3 clusters Score -139961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -139961.312500 Penalty: 705.345093
	Iteration 26Q: 3 clusters Score -139961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -139966.765625 Penalty: 705.345093
	Iteration 27Q: 3 clusters Score -139966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -139966.765625 Penalty: 705.345093
	Iteration 28F: 3 clusters Score -139966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 233 members 
Mstep: Class 39 contains 3215 members 
Mstep: Class 40 contains 1005 members 
Mstep: Class 41 contains 2025 members 
Entering Unmasked Estep 
Score: -53266236.000000 Penalty: 25572.335938
Splitting cluster 28 changes total score from -53250376.000000 to -53266236.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 29 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -151441.093750 Penalty: 354.963287
	Iteration 0F: 2 clusters Score -151441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -149684.140625 Penalty: 709.926575
	Iteration 0F: 3 clusters Score -149684.1 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -150279.109375 Penalty: 709.926575
	Iteration 1F: 3 clusters Score -150279.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -150334.390625 Penalty: 709.926575
	Iteration 2F: 3 clusters Score -150334.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -150386.218750 Penalty: 709.926575
	Iteration 3Q: 3 clusters Score -150386.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -150442.156250 Penalty: 709.926575
	Iteration 4Q: 3 clusters Score -150442.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -150509.625000 Penalty: 709.926575
	Iteration 5Q: 3 clusters Score -150509.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -150574.390625 Penalty: 709.926575
	Iteration 6Q: 3 clusters Score -150574.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -150630.796875 Penalty: 709.926575
	Iteration 7Q: 3 clusters Score -150630.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -150693.000000 Penalty: 709.926575
	Iteration 8Q: 3 clusters Score -150693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -150766.359375 Penalty: 709.926575
	Iteration 9Q: 3 clusters Score -150766.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150838.406250 Penalty: 709.926575
	Iteration 10Q: 3 clusters Score -150838.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150897.375000 Penalty: 709.926575
	Iteration 11Q: 3 clusters Score -150897.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -150933.296875 Penalty: 709.926575
	Iteration 12Q: 3 clusters Score -150933.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -150958.265625 Penalty: 709.926575
	Iteration 13Q: 3 clusters Score -150958.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150981.843750 Penalty: 709.926575
	Iteration 14Q: 3 clusters Score -150981.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151000.687500 Penalty: 709.926575
	Iteration 15Q: 3 clusters Score -151000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -151017.406250 Penalty: 709.926575
	Iteration 16Q: 3 clusters Score -151017.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151030.906250 Penalty: 709.926575
	Iteration 17Q: 3 clusters Score -151030.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151042.453125 Penalty: 709.926575
	Iteration 18Q: 3 clusters Score -151042.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151052.187500 Penalty: 709.926575
	Iteration 19Q: 3 clusters Score -151052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -151060.187500 Penalty: 709.926575
	Iteration 20F: 3 clusters Score -151060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -151064.984375 Penalty: 709.926575
	Iteration 21Q: 3 clusters Score -151065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -151070.390625 Penalty: 709.926575
	Iteration 22Q: 3 clusters Score -151070.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -151076.015625 Penalty: 709.926575
	Iteration 23Q: 3 clusters Score -151076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -151087.937500 Penalty: 709.926575
	Iteration 24Q: 3 clusters Score -151087.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -151103.312500 Penalty: 709.926575
	Iteration 25Q: 3 clusters Score -151103.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151111.875000 Penalty: 709.926575
	Iteration 26Q: 3 clusters Score -151111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -151117.796875 Penalty: 709.926575
	Iteration 27Q: 3 clusters Score -151117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151123.218750 Penalty: 709.926575
	Iteration 28Q: 3 clusters Score -151123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -151127.234375 Penalty: 709.926575
	Iteration 29Q: 3 clusters Score -151127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151130.656250 Penalty: 709.926575
	Iteration 30Q: 3 clusters Score -151130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151131.984375 Penalty: 709.926575
	Iteration 31Q: 3 clusters Score -151132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -151133.328125 Penalty: 709.926575
	Iteration 32Q: 3 clusters Score -151133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151135.765625 Penalty: 709.926575
	Iteration 33Q: 3 clusters Score -151135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151139.671875 Penalty: 709.926575
	Iteration 34Q: 3 clusters Score -151139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151145.921875 Penalty: 709.926575
	Iteration 35Q: 3 clusters Score -151145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -151150.046875 Penalty: 709.926575
	Iteration 36Q: 3 clusters Score -151150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151153.781250 Penalty: 709.926575
	Iteration 37Q: 3 clusters Score -151153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -151154.984375 Penalty: 709.926575
	Iteration 38Q: 3 clusters Score -151155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151155.109375 Penalty: 709.926575
	Iteration 39Q: 3 clusters Score -151155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -151155.671875 Penalty: 709.926575
	Iteration 40F: 3 clusters Score -151155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151155.640625 Penalty: 709.926575
	Iteration 41Q: 3 clusters Score -151155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -151155.640625 Penalty: 709.926575
	Iteration 42F: 3 clusters Score -151155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19537.738281 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -19537.74 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 157 members 
Entering Unmasked Estep 
Score: -19169.623047 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -19169.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19258.322266 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -19258.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19298.566406 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -19298.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19317.941406 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -19317.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19331.089844 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -19331.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19353.298828 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -19353.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19376.486328 Penalty: 525.766357
	Iteration 6F: 3 clusters Score -19376.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19399.208984 Penalty: 525.766357
	Iteration 7F: 3 clusters Score -19399.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19425.335938 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -19425.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19434.078125 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -19434.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19435.804688 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -19435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19439.427734 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -19439.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19442.355469 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -19442.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19443.886719 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -19443.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19443.886719 Penalty: 525.766357
	Iteration 14F: 3 clusters Score -19443.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -16288.656250 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -16288.66 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 122 members 
Entering Unmasked Estep 
Score: -15989.484375 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -15989.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16098.419922 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -16098.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16179.540039 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -16179.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16229.771484 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -16229.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16269.037109 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -16269.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16299.308594 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -16299.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16319.019531 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -16319.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16350.172852 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -16350.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16367.478516 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -16367.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16394.074219 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -16394.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16395.427734 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -16395.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16402.464844 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -16402.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16404.816406 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -16404.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16404.816406 Penalty: 500.614502
	Iteration 13F: 3 clusters Score -16404.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 94 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 550 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 233 members 
Mstep: Class 39 contains 3215 members 
Mstep: Class 40 contains 1005 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 151 members 
Entering Unmasked Estep 
Score: -53265976.000000 Penalty: 26196.052734
Splitting cluster 31 changes total score from -53250376.000000 to -53265976.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 1050 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 83863 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 86540 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 84294 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 57076 members 
Mstep: Class 17 contains 23962 members 
Mstep: Class 18 contains 65889 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 82900 members 
Mstep: Class 22 contains 462 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 87229 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 2444 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267560.000000 Penalty: 26196.052734
Iteration 119Q: 43 clusters Score -5.326756e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 82847 members 
Mstep: Class 6 contains 90619 members 
Mstep: Class 7 contains 19178 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 81296 members 
Mstep: Class 10 contains 2610 members 
Mstep: Class 11 contains 89081 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 83889 members 
Mstep: Class 14 contains 80386 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 56275 members 
Mstep: Class 17 contains 23249 members 
Mstep: Class 18 contains 65600 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 83332 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 389 members 
Mstep: Class 24 contains 290 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 87299 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 327 members 
Mstep: Class 31 contains 98 members 
Mstep: Class 32 contains 765 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 941 members 
Mstep: Class 35 contains 554 members 
Mstep: Class 36 contains 2030 members 
Mstep: Class 37 contains 219 members 
Mstep: Class 38 contains 211 members 
Mstep: Class 39 contains 3170 members 
Mstep: Class 40 contains 995 members 
Mstep: Class 41 contains 2025 members 
Mstep: Class 42 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268060.000000 Penalty: 26196.052734
Iteration 120F: 43 clusters Score -5.326806e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 81867 members 
Mstep: Class 6 contains 90923 members 
Mstep: Class 7 contains 19730 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 81115 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 91337 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 83411 members 
Mstep: Class 14 contains 80319 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 55515 members 
Mstep: Class 17 contains 22487 members 
Mstep: Class 18 contains 65368 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 83729 members 
Mstep: Class 22 contains 454 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 288 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 87246 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 325 members 
Mstep: Class 31 contains 101 members 
Mstep: Class 32 contains 774 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 975 members 
Mstep: Class 35 contains 577 members 
Mstep: Class 36 contains 2031 members 
Mstep: Class 37 contains 236 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 3148 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267744.000000 Penalty: 26196.052734
Iteration 121Q: 43 clusters Score -5.326774e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 830 members 
Mstep: Class 5 contains 80987 members 
Mstep: Class 6 contains 91315 members 
Mstep: Class 7 contains 20323 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 93222 members 
Mstep: Class 12 contains 1348 members 
Mstep: Class 13 contains 83001 members 
Mstep: Class 14 contains 80215 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 54771 members 
Mstep: Class 17 contains 21731 members 
Mstep: Class 18 contains 65151 members 
Mstep: Class 19 contains 11137 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 84178 members 
Mstep: Class 22 contains 451 members 
Mstep: Class 23 contains 389 members 
Mstep: Class 24 contains 288 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 87155 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 324 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 771 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 999 members 
Mstep: Class 35 contains 592 members 
Mstep: Class 36 contains 2032 members 
Mstep: Class 37 contains 252 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 995 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267224.000000 Penalty: 26196.052734
Iteration 122Q: 43 clusters Score -5.326722e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 834 members 
Mstep: Class 5 contains 80227 members 
Mstep: Class 6 contains 91811 members 
Mstep: Class 7 contains 20918 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 80680 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 94579 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 82723 members 
Mstep: Class 14 contains 80081 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 54046 members 
Mstep: Class 17 contains 21009 members 
Mstep: Class 18 contains 65039 members 
Mstep: Class 19 contains 11068 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 84678 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 704 members 
Mstep: Class 26 contains 87015 members 
Mstep: Class 27 contains 243 members 
Mstep: Class 28 contains 304 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 323 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 769 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 602 members 
Mstep: Class 36 contains 2036 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3126 members 
Mstep: Class 40 contains 993 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266832.000000 Penalty: 26196.052734
Iteration 123Q: 43 clusters Score -5.326683e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 79548 members 
Mstep: Class 6 contains 92374 members 
Mstep: Class 7 contains 21505 members 
Mstep: Class 8 contains 953 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 95464 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 82583 members 
Mstep: Class 14 contains 79777 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 53288 members 
Mstep: Class 17 contains 20313 members 
Mstep: Class 18 contains 65007 members 
Mstep: Class 19 contains 11030 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 85287 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 285 members 
Mstep: Class 25 contains 729 members 
Mstep: Class 26 contains 86954 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 763 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 614 members 
Mstep: Class 36 contains 2042 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3115 members 
Mstep: Class 40 contains 995 members 
Mstep: Class 41 contains 2034 members 
Mstep: Class 42 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266392.000000 Penalty: 26196.052734
Iteration 124Q: 43 clusters Score -5.326639e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 835 members 
Mstep: Class 5 contains 78947 members 
Mstep: Class 6 contains 92927 members 
Mstep: Class 7 contains 22150 members 
Mstep: Class 8 contains 913 members 
Mstep: Class 9 contains 80410 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 96026 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 82587 members 
Mstep: Class 14 contains 79362 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 52547 members 
Mstep: Class 17 contains 19646 members 
Mstep: Class 18 contains 65100 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 85901 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 284 members 
Mstep: Class 25 contains 758 members 
Mstep: Class 26 contains 86829 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 758 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 210 members 
Mstep: Class 39 contains 3101 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2034 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266048.000000 Penalty: 26196.052734
Iteration 125Q: 43 clusters Score -5.326605e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 834 members 
Mstep: Class 5 contains 78407 members 
Mstep: Class 6 contains 93455 members 
Mstep: Class 7 contains 22792 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 80360 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 96293 members 
Mstep: Class 12 contains 1258 members 
Mstep: Class 13 contains 82691 members 
Mstep: Class 14 contains 78954 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 51837 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 65360 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 86400 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 284 members 
Mstep: Class 25 contains 758 members 
Mstep: Class 26 contains 86696 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 2661 members 
Mstep: Class 30 contains 321 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1102 members 
Mstep: Class 35 contains 637 members 
Mstep: Class 36 contains 2047 members 
Mstep: Class 37 contains 271 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3098 members 
Mstep: Class 40 contains 998 members 
Mstep: Class 41 contains 2032 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266108.000000 Penalty: 26196.052734
Iteration 126Q: 43 clusters Score -5.326611e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 77987 members 
Mstep: Class 6 contains 93917 members 
Mstep: Class 7 contains 23389 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 80440 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 96354 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 82831 members 
Mstep: Class 14 contains 78488 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 51125 members 
Mstep: Class 17 contains 18445 members 
Mstep: Class 18 contains 65653 members 
Mstep: Class 19 contains 10744 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 86832 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 284 members 
Mstep: Class 25 contains 750 members 
Mstep: Class 26 contains 86597 members 
Mstep: Class 27 contains 234 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2718 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2051 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3093 members 
Mstep: Class 40 contains 998 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266092.000000 Penalty: 26196.052734
Iteration 127Q: 43 clusters Score -5.326609e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 77766 members 
Mstep: Class 6 contains 94336 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 80598 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 96253 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 82932 members 
Mstep: Class 14 contains 78009 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 50390 members 
Mstep: Class 17 contains 17888 members 
Mstep: Class 18 contains 66022 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 20 contains 3464 members 
Mstep: Class 21 contains 87124 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 284 members 
Mstep: Class 25 contains 740 members 
Mstep: Class 26 contains 86567 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 1138 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 2055 members 
Mstep: Class 37 contains 273 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3088 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266244.000000 Penalty: 26196.052734
Iteration 128Q: 43 clusters Score -5.326624e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 77573 members 
Mstep: Class 6 contains 94752 members 
Mstep: Class 7 contains 24543 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 80808 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 95962 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 13 contains 83042 members 
Mstep: Class 14 contains 77583 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 49632 members 
Mstep: Class 17 contains 17348 members 
Mstep: Class 18 contains 66512 members 
Mstep: Class 19 contains 10526 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 87199 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 284 members 
Mstep: Class 25 contains 735 members 
Mstep: Class 26 contains 86577 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2819 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 724 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 1152 members 
Mstep: Class 35 contains 666 members 
Mstep: Class 36 contains 2057 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3083 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266744.000000 Penalty: 26196.052734
Iteration 129Q: 43 clusters Score -5.326674e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 77426 members 
Mstep: Class 6 contains 95041 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 81050 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 95692 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 83140 members 
Mstep: Class 14 contains 77283 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 16 contains 48891 members 
Mstep: Class 17 contains 16856 members 
Mstep: Class 18 contains 67046 members 
Mstep: Class 19 contains 10417 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 87096 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 393 members 
Mstep: Class 24 contains 283 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 86547 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 718 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1164 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 2060 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266904.000000 Penalty: 26196.052734
Iteration 130Q: 43 clusters Score -5.32669e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 822 members 
Mstep: Class 5 contains 77317 members 
Mstep: Class 6 contains 95234 members 
Mstep: Class 7 contains 25873 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 81328 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 95460 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 13 contains 83141 members 
Mstep: Class 14 contains 77129 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 48149 members 
Mstep: Class 17 contains 16431 members 
Mstep: Class 18 contains 67629 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 86772 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 396 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 725 members 
Mstep: Class 26 contains 86556 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2916 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 714 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1175 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 2059 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267300.000000 Penalty: 26196.052734
Iteration 131Q: 43 clusters Score -5.32673e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 816 members 
Mstep: Class 5 contains 77209 members 
Mstep: Class 6 contains 95283 members 
Mstep: Class 7 contains 26570 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 81701 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 95200 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 83083 members 
Mstep: Class 14 contains 77092 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 47433 members 
Mstep: Class 17 contains 16033 members 
Mstep: Class 18 contains 68259 members 
Mstep: Class 19 contains 10088 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 86371 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 727 members 
Mstep: Class 26 contains 86627 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2951 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 712 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1186 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 2064 members 
Mstep: Class 37 contains 267 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3083 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267792.000000 Penalty: 26196.052734
Iteration 132Q: 43 clusters Score -5.326779e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 77130 members 
Mstep: Class 6 contains 95340 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 81994 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 94901 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 13 contains 82990 members 
Mstep: Class 14 contains 77198 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 46735 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 68845 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 85903 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 723 members 
Mstep: Class 26 contains 86669 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 2992 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 709 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3082 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267772.000000 Penalty: 26196.052734
Iteration 133Q: 43 clusters Score -5.326777e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 806 members 
Mstep: Class 5 contains 77026 members 
Mstep: Class 6 contains 95373 members 
Mstep: Class 7 contains 27997 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 82229 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 94717 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 82877 members 
Mstep: Class 14 contains 77337 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 46040 members 
Mstep: Class 17 contains 15334 members 
Mstep: Class 18 contains 69410 members 
Mstep: Class 19 contains 9753 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 85484 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 404 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 721 members 
Mstep: Class 26 contains 86709 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3039 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1214 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 2062 members 
Mstep: Class 37 contains 265 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3077 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268568.000000 Penalty: 26196.052734
Iteration 134Q: 43 clusters Score -5.326857e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 76980 members 
Mstep: Class 6 contains 95368 members 
Mstep: Class 7 contains 28746 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 82352 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 94553 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 82743 members 
Mstep: Class 14 contains 77544 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 45353 members 
Mstep: Class 17 contains 14995 members 
Mstep: Class 18 contains 69923 members 
Mstep: Class 19 contains 9588 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 85100 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 404 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 722 members 
Mstep: Class 26 contains 86706 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1218 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 2060 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3073 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269132.000000 Penalty: 26196.052734
Iteration 135Q: 43 clusters Score -5.326913e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 76948 members 
Mstep: Class 6 contains 95273 members 
Mstep: Class 7 contains 29505 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 82395 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 94431 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 82687 members 
Mstep: Class 14 contains 77781 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 44665 members 
Mstep: Class 17 contains 14706 members 
Mstep: Class 18 contains 70315 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 84794 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 722 members 
Mstep: Class 26 contains 86693 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3137 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 703 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1219 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3072 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269484.000000 Penalty: 26196.052734
Iteration 136Q: 43 clusters Score -5.326948e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 76922 members 
Mstep: Class 6 contains 95109 members 
Mstep: Class 7 contains 30270 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 82375 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 94374 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 78138 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 44026 members 
Mstep: Class 17 contains 14450 members 
Mstep: Class 18 contains 70642 members 
Mstep: Class 19 contains 9280 members 
Mstep: Class 20 contains 3318 members 
Mstep: Class 21 contains 84538 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 722 members 
Mstep: Class 26 contains 86647 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1221 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 2060 members 
Mstep: Class 37 contains 263 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269240.000000 Penalty: 26196.052734
Iteration 137Q: 43 clusters Score -5.326924e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 76894 members 
Mstep: Class 6 contains 94906 members 
Mstep: Class 7 contains 31031 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 82284 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 94350 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 82361 members 
Mstep: Class 14 contains 78451 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 43427 members 
Mstep: Class 17 contains 14234 members 
Mstep: Class 18 contains 70960 members 
Mstep: Class 19 contains 9132 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 84385 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 720 members 
Mstep: Class 26 contains 86632 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3199 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 696 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1221 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 2062 members 
Mstep: Class 37 contains 263 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3072 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269524.000000 Penalty: 26196.052734
Iteration 138Q: 43 clusters Score -5.326952e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 76851 members 
Mstep: Class 6 contains 94715 members 
Mstep: Class 7 contains 31798 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 82179 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 94249 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 82203 members 
Mstep: Class 14 contains 78734 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 42847 members 
Mstep: Class 17 contains 14032 members 
Mstep: Class 18 contains 71259 members 
Mstep: Class 19 contains 8989 members 
Mstep: Class 20 contains 3321 members 
Mstep: Class 21 contains 84309 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 721 members 
Mstep: Class 26 contains 86613 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 694 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1223 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 2064 members 
Mstep: Class 37 contains 263 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269888.000000 Penalty: 26196.052734
Iteration 139Q: 43 clusters Score -5.326989e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 76843 members 
Mstep: Class 6 contains 94466 members 
Mstep: Class 7 contains 32595 members 
Mstep: Class 8 contains 855 members 
Mstep: Class 9 contains 82020 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 94142 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 82085 members 
Mstep: Class 14 contains 78992 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 42266 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 71553 members 
Mstep: Class 19 contains 8866 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 84249 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 717 members 
Mstep: Class 26 contains 86581 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 692 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1225 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 2068 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3073 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270836.000000 Penalty: 26196.052734
Iteration 140F: 43 clusters Score -5.327084e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 76794 members 
Mstep: Class 6 contains 94166 members 
Mstep: Class 7 contains 33424 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 81864 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 94058 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 81966 members 
Mstep: Class 14 contains 79132 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 41753 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 71840 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 84249 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 86513 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3228 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 686 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 724 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3079 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2033 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53271964.000000 Penalty: 26196.052734
Iteration 141Q: 43 clusters Score -5.327196e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 76777 members 
Mstep: Class 6 contains 93867 members 
Mstep: Class 7 contains 34264 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 81675 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 93979 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 81839 members 
Mstep: Class 14 contains 79284 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 17 contains 13507 members 
Mstep: Class 18 contains 72163 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 84212 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 86425 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3257 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 681 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1227 members 
Mstep: Class 35 contains 741 members 
Mstep: Class 36 contains 2072 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3084 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2035 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272264.000000 Penalty: 26196.052734
Iteration 142Q: 43 clusters Score -5.327226e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 76702 members 
Mstep: Class 6 contains 93511 members 
Mstep: Class 7 contains 35171 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 81545 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 93950 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 81701 members 
Mstep: Class 14 contains 79317 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 40686 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 72487 members 
Mstep: Class 19 contains 8469 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 84215 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 751 members 
Mstep: Class 26 contains 86330 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 672 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1231 members 
Mstep: Class 35 contains 754 members 
Mstep: Class 36 contains 2073 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3093 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2036 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272436.000000 Penalty: 26196.052734
Iteration 143Q: 43 clusters Score -5.327244e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 805 members 
Mstep: Class 5 contains 76649 members 
Mstep: Class 6 contains 93223 members 
Mstep: Class 7 contains 36066 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 81439 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 93917 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 81557 members 
Mstep: Class 14 contains 79323 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 40147 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 18 contains 72863 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 84151 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 738 members 
Mstep: Class 26 contains 86182 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3366 members 
Mstep: Class 30 contains 322 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 668 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1236 members 
Mstep: Class 35 contains 771 members 
Mstep: Class 36 contains 2077 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3104 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2036 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272728.000000 Penalty: 26196.052734
Iteration 144Q: 43 clusters Score -5.327273e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 76573 members 
Mstep: Class 6 contains 92876 members 
Mstep: Class 7 contains 36996 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 81390 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 93882 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 81479 members 
Mstep: Class 14 contains 79354 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 39602 members 
Mstep: Class 17 contains 13100 members 
Mstep: Class 18 contains 73234 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 84030 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 734 members 
Mstep: Class 26 contains 85993 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3430 members 
Mstep: Class 30 contains 321 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 659 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1244 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 2076 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3110 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272916.000000 Penalty: 26196.052734
Iteration 145Q: 43 clusters Score -5.327292e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 637 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 801 members 
Mstep: Class 5 contains 76511 members 
Mstep: Class 6 contains 92496 members 
Mstep: Class 7 contains 37949 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 81287 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 93889 members 
Mstep: Class 12 contains 661 members 
Mstep: Class 13 contains 81349 members 
Mstep: Class 14 contains 79386 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 39041 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 18 contains 73571 members 
Mstep: Class 19 contains 8133 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 83958 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 85919 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 320 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 649 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1248 members 
Mstep: Class 35 contains 799 members 
Mstep: Class 36 contains 2071 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3115 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273460.000000 Penalty: 26196.052734
Iteration 146Q: 43 clusters Score -5.327346e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 800 members 
Mstep: Class 5 contains 76476 members 
Mstep: Class 6 contains 92108 members 
Mstep: Class 7 contains 38878 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 81168 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 93856 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 13 contains 81238 members 
Mstep: Class 14 contains 79414 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 38512 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 73885 members 
Mstep: Class 19 contains 8001 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 83936 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 723 members 
Mstep: Class 26 contains 85869 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 634 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 814 members 
Mstep: Class 36 contains 2072 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3120 members 
Mstep: Class 40 contains 996 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274008.000000 Penalty: 26196.052734
Iteration 147Q: 43 clusters Score -5.327401e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 76455 members 
Mstep: Class 6 contains 91767 members 
Mstep: Class 7 contains 39775 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 81080 members 
Mstep: Class 10 contains 2543 members 
Mstep: Class 11 contains 93782 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 81127 members 
Mstep: Class 14 contains 79430 members 
Mstep: Class 15 contains 426 members 
Mstep: Class 16 contains 37939 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 74176 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 83840 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 721 members 
Mstep: Class 26 contains 85970 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3587 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 628 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1257 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 2071 members 
Mstep: Class 37 contains 277 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3122 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273932.000000 Penalty: 26196.052734
Iteration 148Q: 43 clusters Score -5.327393e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 796 members 
Mstep: Class 5 contains 76475 members 
Mstep: Class 6 contains 91476 members 
Mstep: Class 7 contains 40628 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 81004 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 93702 members 
Mstep: Class 12 contains 619 members 
Mstep: Class 13 contains 80991 members 
Mstep: Class 14 contains 79374 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 37377 members 
Mstep: Class 17 contains 12605 members 
Mstep: Class 18 contains 74428 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 83744 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 722 members 
Mstep: Class 26 contains 86219 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 620 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 1267 members 
Mstep: Class 35 contains 827 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 275 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3116 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273988.000000 Penalty: 26196.052734
Iteration 149Q: 43 clusters Score -5.327399e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 4 contains 795 members 
Mstep: Class 5 contains 76475 members 
Mstep: Class 6 contains 91230 members 
Mstep: Class 7 contains 41556 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 80956 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 93594 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 80828 members 
Mstep: Class 14 contains 79312 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 36796 members 
Mstep: Class 17 contains 12476 members 
Mstep: Class 18 contains 74674 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 83639 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 721 members 
Mstep: Class 26 contains 86528 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3677 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 612 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 831 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3113 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274028.000000 Penalty: 26196.052734
Iteration 150Q: 43 clusters Score -5.327403e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 793 members 
Mstep: Class 5 contains 76481 members 
Mstep: Class 6 contains 90946 members 
Mstep: Class 7 contains 42464 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 80973 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 93447 members 
Mstep: Class 12 contains 604 members 
Mstep: Class 13 contains 80616 members 
Mstep: Class 14 contains 79288 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 12364 members 
Mstep: Class 18 contains 74901 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 83498 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 407 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 86955 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 607 members 
Mstep: Class 33 contains 485 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 835 members 
Mstep: Class 36 contains 2072 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3110 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273808.000000 Penalty: 26196.052734
Iteration 151Q: 43 clusters Score -5.327381e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 661 members 
Mstep: Class 3 contains 1157 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76488 members 
Mstep: Class 6 contains 90680 members 
Mstep: Class 7 contains 43332 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 80960 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 93298 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 80423 members 
Mstep: Class 14 contains 79270 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 35741 members 
Mstep: Class 17 contains 12241 members 
Mstep: Class 18 contains 75120 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 83376 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 87505 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3732 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 1280 members 
Mstep: Class 35 contains 838 members 
Mstep: Class 36 contains 2074 members 
Mstep: Class 37 contains 273 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3103 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273456.000000 Penalty: 26196.052734
Iteration 152Q: 43 clusters Score -5.327346e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76487 members 
Mstep: Class 6 contains 90542 members 
Mstep: Class 7 contains 44164 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 80929 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 93188 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 80226 members 
Mstep: Class 14 contains 79255 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 35180 members 
Mstep: Class 17 contains 12133 members 
Mstep: Class 18 contains 75322 members 
Mstep: Class 19 contains 7190 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 83229 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 736 members 
Mstep: Class 26 contains 88075 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3766 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 607 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1281 members 
Mstep: Class 35 contains 838 members 
Mstep: Class 36 contains 2074 members 
Mstep: Class 37 contains 278 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3100 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273900.000000 Penalty: 26196.052734
Iteration 153Q: 43 clusters Score -5.32739e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 665 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76479 members 
Mstep: Class 6 contains 90523 members 
Mstep: Class 7 contains 45032 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 80886 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 93042 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 13 contains 80033 members 
Mstep: Class 14 contains 79269 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 34636 members 
Mstep: Class 17 contains 12028 members 
Mstep: Class 18 contains 75543 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 83019 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 742 members 
Mstep: Class 26 contains 88601 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3782 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 606 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2075 members 
Mstep: Class 37 contains 276 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3101 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273592.000000 Penalty: 26196.052734
Iteration 154Q: 43 clusters Score -5.327359e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76473 members 
Mstep: Class 6 contains 90540 members 
Mstep: Class 7 contains 45841 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 80790 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 92967 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 79864 members 
Mstep: Class 14 contains 79328 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 34101 members 
Mstep: Class 17 contains 11933 members 
Mstep: Class 18 contains 75735 members 
Mstep: Class 19 contains 6865 members 
Mstep: Class 20 contains 3548 members 
Mstep: Class 21 contains 82800 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 743 members 
Mstep: Class 26 contains 89118 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 606 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1279 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2080 members 
Mstep: Class 37 contains 276 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3100 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273300.000000 Penalty: 26196.052734
Iteration 155Q: 43 clusters Score -5.32733e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76504 members 
Mstep: Class 6 contains 90616 members 
Mstep: Class 7 contains 46612 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 80719 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 92872 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 79626 members 
Mstep: Class 14 contains 79472 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 33565 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 18 contains 75883 members 
Mstep: Class 19 contains 6686 members 
Mstep: Class 20 contains 3567 members 
Mstep: Class 21 contains 82629 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 89583 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3797 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1278 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2084 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3097 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273500.000000 Penalty: 26196.052734
Iteration 156Q: 43 clusters Score -5.32735e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76574 members 
Mstep: Class 6 contains 90771 members 
Mstep: Class 7 contains 47319 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 80634 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 92785 members 
Mstep: Class 12 contains 603 members 
Mstep: Class 13 contains 79360 members 
Mstep: Class 14 contains 79581 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 33089 members 
Mstep: Class 17 contains 11795 members 
Mstep: Class 18 contains 76014 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 82479 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 749 members 
Mstep: Class 26 contains 90021 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3797 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2086 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3098 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273072.000000 Penalty: 26196.052734
Iteration 157Q: 43 clusters Score -5.327307e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76686 members 
Mstep: Class 6 contains 91042 members 
Mstep: Class 7 contains 47960 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 80514 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 92614 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 79091 members 
Mstep: Class 14 contains 79720 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32596 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 76120 members 
Mstep: Class 19 contains 6315 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 82374 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 752 members 
Mstep: Class 26 contains 90427 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2088 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3096 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272788.000000 Penalty: 26196.052734
Iteration 158Q: 43 clusters Score -5.327279e+07 nChanged 6324
Entering ConstructFrom: 
Score: -53272788.000000 Penalty: 26196.052734
Entering ConstructFrom: 
Trying to split cluster 1 (21083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Entering Unmasked Estep 
Score: -1358153.375000 Penalty: 453.008118
	Iteration 0F: 2 clusters Score -1358153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1344042.875000 Penalty: 906.016235
	Iteration 0F: 3 clusters Score -1344043 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1350098.500000 Penalty: 906.016235
	Iteration 1F: 3 clusters Score -1350098 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1350664.500000 Penalty: 906.016235
	Iteration 2F: 3 clusters Score -1350664 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1351564.250000 Penalty: 906.016235
	Iteration 3F: 3 clusters Score -1351564 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1352823.625000 Penalty: 906.016235
	Iteration 4F: 3 clusters Score -1352824 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1353952.500000 Penalty: 906.016235
	Iteration 5F: 3 clusters Score -1353952 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1354471.750000 Penalty: 906.016235
	Iteration 6F: 3 clusters Score -1354472 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1354633.375000 Penalty: 906.016235
	Iteration 7Q: 3 clusters Score -1354633 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1354693.250000 Penalty: 906.016235
	Iteration 8Q: 3 clusters Score -1354693 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1354740.250000 Penalty: 906.016235
	Iteration 9Q: 3 clusters Score -1354740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1354774.625000 Penalty: 906.016235
	Iteration 10Q: 3 clusters Score -1354775 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1354820.125000 Penalty: 906.016235
	Iteration 11Q: 3 clusters Score -1354820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1354867.125000 Penalty: 906.016235
	Iteration 12Q: 3 clusters Score -1354867 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1354910.125000 Penalty: 906.016235
	Iteration 13Q: 3 clusters Score -1354910 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1354955.625000 Penalty: 906.016235
	Iteration 14Q: 3 clusters Score -1354956 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1355002.500000 Penalty: 906.016235
	Iteration 15Q: 3 clusters Score -1355002 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1355061.375000 Penalty: 906.016235
	Iteration 16Q: 3 clusters Score -1355061 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1355123.625000 Penalty: 906.016235
	Iteration 17Q: 3 clusters Score -1355124 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1355195.375000 Penalty: 906.016235
	Iteration 18Q: 3 clusters Score -1355195 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1355289.000000 Penalty: 906.016235
	Iteration 19Q: 3 clusters Score -1355289 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1355379.250000 Penalty: 906.016235
	Iteration 20F: 3 clusters Score -1355379 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1355484.625000 Penalty: 906.016235
	Iteration 21Q: 3 clusters Score -1355485 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1355604.750000 Penalty: 906.016235
	Iteration 22Q: 3 clusters Score -1355605 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1355741.375000 Penalty: 906.016235
	Iteration 23Q: 3 clusters Score -1355741 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1355882.625000 Penalty: 906.016235
	Iteration 24Q: 3 clusters Score -1355883 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1356013.625000 Penalty: 906.016235
	Iteration 25Q: 3 clusters Score -1356014 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1356146.250000 Penalty: 906.016235
	Iteration 26Q: 3 clusters Score -1356146 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1356270.000000 Penalty: 906.016235
	Iteration 27Q: 3 clusters Score -1356270 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1356410.625000 Penalty: 906.016235
	Iteration 28Q: 3 clusters Score -1356411 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1356549.625000 Penalty: 906.016235
	Iteration 29Q: 3 clusters Score -1356550 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1356698.625000 Penalty: 906.016235
	Iteration 30Q: 3 clusters Score -1356699 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1356862.375000 Penalty: 906.016235
	Iteration 31Q: 3 clusters Score -1356862 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1356981.375000 Penalty: 906.016235
	Iteration 32Q: 3 clusters Score -1356981 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1357086.500000 Penalty: 906.016235
	Iteration 33Q: 3 clusters Score -1357086 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1357212.500000 Penalty: 906.016235
	Iteration 34Q: 3 clusters Score -1357212 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1357315.125000 Penalty: 906.016235
	Iteration 35Q: 3 clusters Score -1357315 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -1357411.625000 Penalty: 906.016235
	Iteration 36Q: 3 clusters Score -1357412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1357501.125000 Penalty: 906.016235
	Iteration 37Q: 3 clusters Score -1357501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1357570.750000 Penalty: 906.016235
	Iteration 38Q: 3 clusters Score -1357571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1357609.875000 Penalty: 906.016235
	Iteration 39Q: 3 clusters Score -1357610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1357638.125000 Penalty: 906.016235
	Iteration 40F: 3 clusters Score -1357638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -1357664.875000 Penalty: 906.016235
	Iteration 41Q: 3 clusters Score -1357665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1357688.000000 Penalty: 906.016235
	Iteration 42Q: 3 clusters Score -1357688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1357700.125000 Penalty: 906.016235
	Iteration 43Q: 3 clusters Score -1357700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -1357709.750000 Penalty: 906.016235
	Iteration 44Q: 3 clusters Score -1357710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1357718.625000 Penalty: 906.016235
	Iteration 45Q: 3 clusters Score -1357719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1357721.625000 Penalty: 906.016235
	Iteration 46Q: 3 clusters Score -1357722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -1357726.875000 Penalty: 906.016235
	Iteration 47Q: 3 clusters Score -1357727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1357733.625000 Penalty: 906.016235
	Iteration 48Q: 3 clusters Score -1357734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1357737.750000 Penalty: 906.016235
	Iteration 49Q: 3 clusters Score -1357738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1357738.250000 Penalty: 906.016235
	Iteration 50Q: 3 clusters Score -1357738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1357740.875000 Penalty: 906.016235
	Iteration 51Q: 3 clusters Score -1357741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1357741.750000 Penalty: 906.016235
	Iteration 52Q: 3 clusters Score -1357742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1357742.875000 Penalty: 906.016235
	Iteration 53Q: 3 clusters Score -1357743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1357742.875000 Penalty: 906.016235
	Iteration 54F: 3 clusters Score -1357743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -18292.619141 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -18292.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -17755.626953 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -17755.63 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -18349.740234 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -18349.74 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -18689.462891 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -18689.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19037.070312 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -19037.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19482.003906 Penalty: 592.297974
	Iteration 4F: 3 clusters Score -19482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -19666.423828 Penalty: 592.297974
	Iteration 5F: 3 clusters Score -19666.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19714.156250 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -19714.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19730.560547 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -19730.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -19738.708984 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -19738.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19747.441406 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -19747.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19749.023438 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -19749.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19749.023438 Penalty: 592.297974
	Iteration 11F: 3 clusters Score -19749.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 76810 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Entering Unmasked Estep 
Score: -53273244.000000 Penalty: 26819.767578
Splitting cluster 2 changes total score from -53272788.000000 to -53273244.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 3 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -74600.312500 Penalty: 320.859436
	Iteration 0F: 2 clusters Score -74600.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73721.148438 Penalty: 641.718872
	Iteration 0F: 3 clusters Score -73721.15 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74014.953125 Penalty: 641.718872
	Iteration 1F: 3 clusters Score -74014.95 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -74118.820312 Penalty: 641.718872
	Iteration 2F: 3 clusters Score -74118.82 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74203.015625 Penalty: 641.718872
	Iteration 3F: 3 clusters Score -74203.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74279.312500 Penalty: 641.718872
	Iteration 4F: 3 clusters Score -74279.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74362.500000 Penalty: 641.718872
	Iteration 5F: 3 clusters Score -74362.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74423.882812 Penalty: 641.718872
	Iteration 6Q: 3 clusters Score -74423.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74467.429688 Penalty: 641.718872
	Iteration 7Q: 3 clusters Score -74467.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74490.312500 Penalty: 641.718872
	Iteration 8Q: 3 clusters Score -74490.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74509.734375 Penalty: 641.718872
	Iteration 9Q: 3 clusters Score -74509.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74518.250000 Penalty: 641.718872
	Iteration 10Q: 3 clusters Score -74518.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74525.484375 Penalty: 641.718872
	Iteration 11Q: 3 clusters Score -74525.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74528.078125 Penalty: 641.718872
	Iteration 12Q: 3 clusters Score -74528.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74529.531250 Penalty: 641.718872
	Iteration 13Q: 3 clusters Score -74529.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74532.515625 Penalty: 641.718872
	Iteration 14Q: 3 clusters Score -74532.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74537.273438 Penalty: 641.718872
	Iteration 15Q: 3 clusters Score -74537.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74538.757812 Penalty: 641.718872
	Iteration 16Q: 3 clusters Score -74538.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74540.335938 Penalty: 641.718872
	Iteration 17Q: 3 clusters Score -74540.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74542.289062 Penalty: 641.718872
	Iteration 18Q: 3 clusters Score -74542.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74544.398438 Penalty: 641.718872
	Iteration 19Q: 3 clusters Score -74544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74544.585938 Penalty: 641.718872
	Iteration 20F: 3 clusters Score -74544.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -47319.355469 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -47319.36 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 409 members 
Entering Unmasked Estep 
Score: -46686.953125 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -46686.95 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47020.132812 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -47020.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47282.023438 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -47282.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47628.984375 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -47628.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47818.796875 Penalty: 607.614624
	Iteration 4F: 3 clusters Score -47818.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47918.175781 Penalty: 607.614624
	Iteration 5F: 3 clusters Score -47918.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47954.617188 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -47954.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47973.570312 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -47973.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -48012.882812 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -48012.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48055.605469 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -48055.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48081.312500 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -48081.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48099.406250 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -48099.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48103.589844 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -48103.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48104.324219 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -48104.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48106.824219 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -48106.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48108.699219 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -48108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48108.699219 Penalty: 607.614624
	Iteration 16F: 3 clusters Score -48108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 76810 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Entering Unmasked Estep 
Score: -53273620.000000 Penalty: 27443.482422
Splitting cluster 4 changes total score from -53272788.000000 to -53273620.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 5 (76810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Entering Unmasked Estep 
Score: -4713885.500000 Penalty: 511.833618
	Iteration 0F: 2 clusters Score -4713886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4662404.500000 Penalty: 1023.667236
	Iteration 0F: 3 clusters Score -4662404 nChanged 37292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4687248.500000 Penalty: 1023.667236
	Iteration 1F: 3 clusters Score -4687248 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4690351.000000 Penalty: 1023.667236
	Iteration 2F: 3 clusters Score -4690351 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4695139.500000 Penalty: 1023.667236
	Iteration 3F: 3 clusters Score -4695140 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4700877.500000 Penalty: 1023.667236
	Iteration 4F: 3 clusters Score -4700878 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4705413.500000 Penalty: 1023.667236
	Iteration 5F: 3 clusters Score -4705414 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4707695.500000 Penalty: 1023.667236
	Iteration 6Q: 3 clusters Score -4707696 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4708712.000000 Penalty: 1023.667236
	Iteration 7Q: 3 clusters Score -4708712 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4709381.500000 Penalty: 1023.667236
	Iteration 8Q: 3 clusters Score -4709382 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4709830.000000 Penalty: 1023.667236
	Iteration 9Q: 3 clusters Score -4709830 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4710191.000000 Penalty: 1023.667236
	Iteration 10Q: 3 clusters Score -4710191 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4710515.500000 Penalty: 1023.667236
	Iteration 11Q: 3 clusters Score -4710516 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4710787.000000 Penalty: 1023.667236
	Iteration 12Q: 3 clusters Score -4710787 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4711020.500000 Penalty: 1023.667236
	Iteration 13Q: 3 clusters Score -4711020 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4711259.500000 Penalty: 1023.667236
	Iteration 14Q: 3 clusters Score -4711260 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4711467.500000 Penalty: 1023.667236
	Iteration 15Q: 3 clusters Score -4711468 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4711686.000000 Penalty: 1023.667236
	Iteration 16Q: 3 clusters Score -4711686 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4711931.500000 Penalty: 1023.667236
	Iteration 17Q: 3 clusters Score -4711932 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4712183.000000 Penalty: 1023.667236
	Iteration 18Q: 3 clusters Score -4712183 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4712426.000000 Penalty: 1023.667236
	Iteration 19Q: 3 clusters Score -4712426 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4712678.500000 Penalty: 1023.667236
	Iteration 20F: 3 clusters Score -4712678 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4712907.500000 Penalty: 1023.667236
	Iteration 21Q: 3 clusters Score -4712908 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4713092.500000 Penalty: 1023.667236
	Iteration 22Q: 3 clusters Score -4713092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4713253.000000 Penalty: 1023.667236
	Iteration 23Q: 3 clusters Score -4713253 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4713397.000000 Penalty: 1023.667236
	Iteration 24Q: 3 clusters Score -4713397 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4713513.000000 Penalty: 1023.667236
	Iteration 25Q: 3 clusters Score -4713513 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4713572.500000 Penalty: 1023.667236
	Iteration 26Q: 3 clusters Score -4713572 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4713646.500000 Penalty: 1023.667236
	Iteration 27Q: 3 clusters Score -4713646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4713706.000000 Penalty: 1023.667236
	Iteration 28Q: 3 clusters Score -4713706 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4713747.500000 Penalty: 1023.667236
	Iteration 29Q: 3 clusters Score -4713748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4713772.500000 Penalty: 1023.667236
	Iteration 30Q: 3 clusters Score -4713772 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4713787.500000 Penalty: 1023.667236
	Iteration 31Q: 3 clusters Score -4713788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4713812.000000 Penalty: 1023.667236
	Iteration 32Q: 3 clusters Score -4713812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4713816.500000 Penalty: 1023.667236
	Iteration 33Q: 3 clusters Score -4713816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4713826.000000 Penalty: 1023.667236
	Iteration 34Q: 3 clusters Score -4713826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4713837.500000 Penalty: 1023.667236
	Iteration 35Q: 3 clusters Score -4713838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4713837.500000 Penalty: 1023.667236
	Iteration 36Q: 3 clusters Score -4713838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4713842.500000 Penalty: 1023.667236
	Iteration 37Q: 3 clusters Score -4713842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4713846.500000 Penalty: 1023.667236
	Iteration 38Q: 3 clusters Score -4713846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4713858.000000 Penalty: 1023.667236
	Iteration 39Q: 3 clusters Score -4713858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4713863.000000 Penalty: 1023.667236
	Iteration 40F: 3 clusters Score -4713863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4713886.500000 Penalty: 1023.667236
	Iteration 41Q: 3 clusters Score -4713886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74848 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4713893.500000 Penalty: 1023.667236
	Iteration 42Q: 3 clusters Score -4713894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4713904.500000 Penalty: 1023.667236
	Iteration 43Q: 3 clusters Score -4713904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4713904.500000 Penalty: 1023.667236
	Iteration 44Q: 3 clusters Score -4713904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4713902.000000 Penalty: 1023.667236
	Iteration 45Q: 3 clusters Score -4713902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4713905.000000 Penalty: 1023.667236
	Iteration 46Q: 3 clusters Score -4713905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4713921.000000 Penalty: 1023.667236
	Iteration 47Q: 3 clusters Score -4713921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4713926.500000 Penalty: 1023.667236
	Iteration 48Q: 3 clusters Score -4713926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4713926.500000 Penalty: 1023.667236
	Iteration 49Q: 3 clusters Score -4713926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4713920.000000 Penalty: 1023.667236
	Iteration 50Q: 3 clusters Score -4713920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4713921.000000 Penalty: 1023.667236
	Iteration 51Q: 3 clusters Score -4713921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4713930.500000 Penalty: 1023.667236
	Iteration 52Q: 3 clusters Score -4713930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4713933.500000 Penalty: 1023.667236
	Iteration 53Q: 3 clusters Score -4713934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4713940.500000 Penalty: 1023.667236
	Iteration 54Q: 3 clusters Score -4713940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4713939.000000 Penalty: 1023.667236
	Iteration 55Q: 3 clusters Score -4713939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4713939.500000 Penalty: 1023.667236
	Iteration 56Q: 3 clusters Score -4713940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4713936.500000 Penalty: 1023.667236
	Iteration 57Q: 3 clusters Score -4713936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4713935.500000 Penalty: 1023.667236
	Iteration 58Q: 3 clusters Score -4713936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4713935.500000 Penalty: 1023.667236
	Iteration 59Q: 3 clusters Score -4713936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4713937.500000 Penalty: 1023.667236
	Iteration 60F: 3 clusters Score -4713938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4713938.500000 Penalty: 1023.667236
	Iteration 61Q: 3 clusters Score -4713938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4713938.000000 Penalty: 1023.667236
	Iteration 62Q: 3 clusters Score -4713938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4713937.000000 Penalty: 1023.667236
	Iteration 63Q: 3 clusters Score -4713937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4713934.000000 Penalty: 1023.667236
	Iteration 64Q: 3 clusters Score -4713934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4713940.000000 Penalty: 1023.667236
	Iteration 65Q: 3 clusters Score -4713940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4713937.500000 Penalty: 1023.667236
	Iteration 66Q: 3 clusters Score -4713938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4713935.000000 Penalty: 1023.667236
	Iteration 67Q: 3 clusters Score -4713935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4713938.000000 Penalty: 1023.667236
	Iteration 68Q: 3 clusters Score -4713938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4713937.500000 Penalty: 1023.667236
	Iteration 69Q: 3 clusters Score -4713938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4713945.000000 Penalty: 1023.667236
	Iteration 70Q: 3 clusters Score -4713945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4713953.500000 Penalty: 1023.667236
	Iteration 71Q: 3 clusters Score -4713954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4713952.000000 Penalty: 1023.667236
	Iteration 72Q: 3 clusters Score -4713952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4713956.000000 Penalty: 1023.667236
	Iteration 73Q: 3 clusters Score -4713956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4713969.000000 Penalty: 1023.667236
	Iteration 74Q: 3 clusters Score -4713969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4713973.000000 Penalty: 1023.667236
	Iteration 75Q: 3 clusters Score -4713973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4713973.000000 Penalty: 1023.667236
	Iteration 76Q: 3 clusters Score -4713973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4713974.500000 Penalty: 1023.667236
	Iteration 77Q: 3 clusters Score -4713974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4713975.000000 Penalty: 1023.667236
	Iteration 78Q: 3 clusters Score -4713975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4713973.000000 Penalty: 1023.667236
	Iteration 79Q: 3 clusters Score -4713973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4713976.000000 Penalty: 1023.667236
	Iteration 80F: 3 clusters Score -4713976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4713976.500000 Penalty: 1023.667236
	Iteration 81Q: 3 clusters Score -4713976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4713976.500000 Penalty: 1023.667236
	Iteration 82F: 3 clusters Score -4713976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Entering Unmasked Estep 
Score: -53273756.000000 Penalty: 28067.199219
Splitting cluster 5 changes total score from -53272788.000000 to -53273756.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 6 (91418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Entering Unmasked Estep 
Score: -5629724.500000 Penalty: 519.755493
	Iteration 0F: 2 clusters Score -5629724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -5569140.500000 Penalty: 1039.510986
	Iteration 0F: 3 clusters Score -5569140 nChanged 44703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5599166.000000 Penalty: 1039.510986
	Iteration 1F: 3 clusters Score -5599166 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -5603695.000000 Penalty: 1039.510986
	Iteration 2F: 3 clusters Score -5603695 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -5609822.000000 Penalty: 1039.510986
	Iteration 3F: 3 clusters Score -5609822 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5616785.000000 Penalty: 1039.510986
	Iteration 4F: 3 clusters Score -5616785 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5621365.000000 Penalty: 1039.510986
	Iteration 5F: 3 clusters Score -5621365 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5623148.500000 Penalty: 1039.510986
	Iteration 6Q: 3 clusters Score -5623148 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5623688.000000 Penalty: 1039.510986
	Iteration 7Q: 3 clusters Score -5623688 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5624015.500000 Penalty: 1039.510986
	Iteration 8Q: 3 clusters Score -5624016 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5624218.500000 Penalty: 1039.510986
	Iteration 9Q: 3 clusters Score -5624218 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -5624428.500000 Penalty: 1039.510986
	Iteration 10Q: 3 clusters Score -5624428 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5624571.000000 Penalty: 1039.510986
	Iteration 11Q: 3 clusters Score -5624571 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -5624683.500000 Penalty: 1039.510986
	Iteration 12Q: 3 clusters Score -5624684 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5624736.500000 Penalty: 1039.510986
	Iteration 13Q: 3 clusters Score -5624736 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5624809.000000 Penalty: 1039.510986
	Iteration 14Q: 3 clusters Score -5624809 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -5624870.000000 Penalty: 1039.510986
	Iteration 15Q: 3 clusters Score -5624870 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5624927.500000 Penalty: 1039.510986
	Iteration 16Q: 3 clusters Score -5624928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5624958.500000 Penalty: 1039.510986
	Iteration 17Q: 3 clusters Score -5624958 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5624991.500000 Penalty: 1039.510986
	Iteration 18Q: 3 clusters Score -5624992 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5625037.500000 Penalty: 1039.510986
	Iteration 19Q: 3 clusters Score -5625038 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5625124.500000 Penalty: 1039.510986
	Iteration 20F: 3 clusters Score -5625124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74962 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -5625170.000000 Penalty: 1039.510986
	Iteration 21Q: 3 clusters Score -5625170 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -5625232.500000 Penalty: 1039.510986
	Iteration 22Q: 3 clusters Score -5625232 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5625309.000000 Penalty: 1039.510986
	Iteration 23Q: 3 clusters Score -5625309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -5625377.500000 Penalty: 1039.510986
	Iteration 24Q: 3 clusters Score -5625378 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5625452.000000 Penalty: 1039.510986
	Iteration 25Q: 3 clusters Score -5625452 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -5625539.500000 Penalty: 1039.510986
	Iteration 26Q: 3 clusters Score -5625540 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5625615.500000 Penalty: 1039.510986
	Iteration 27Q: 3 clusters Score -5625616 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5625736.000000 Penalty: 1039.510986
	Iteration 28Q: 3 clusters Score -5625736 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5625828.000000 Penalty: 1039.510986
	Iteration 29Q: 3 clusters Score -5625828 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -5625953.500000 Penalty: 1039.510986
	Iteration 30Q: 3 clusters Score -5625954 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5626127.500000 Penalty: 1039.510986
	Iteration 31Q: 3 clusters Score -5626128 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -5626314.500000 Penalty: 1039.510986
	Iteration 32Q: 3 clusters Score -5626314 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5626501.500000 Penalty: 1039.510986
	Iteration 33Q: 3 clusters Score -5626502 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -5626697.500000 Penalty: 1039.510986
	Iteration 34Q: 3 clusters Score -5626698 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5626919.500000 Penalty: 1039.510986
	Iteration 35Q: 3 clusters Score -5626920 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -5627129.500000 Penalty: 1039.510986
	Iteration 36Q: 3 clusters Score -5627130 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -5627414.500000 Penalty: 1039.510986
	Iteration 37Q: 3 clusters Score -5627414 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -5627707.000000 Penalty: 1039.510986
	Iteration 38Q: 3 clusters Score -5627707 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5627963.000000 Penalty: 1039.510986
	Iteration 39Q: 3 clusters Score -5627963 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5628284.500000 Penalty: 1039.510986
	Iteration 40F: 3 clusters Score -5628284 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5628465.500000 Penalty: 1039.510986
	Iteration 41Q: 3 clusters Score -5628466 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5628706.000000 Penalty: 1039.510986
	Iteration 42Q: 3 clusters Score -5628706 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5628899.500000 Penalty: 1039.510986
	Iteration 43Q: 3 clusters Score -5628900 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5629052.000000 Penalty: 1039.510986
	Iteration 44Q: 3 clusters Score -5629052 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5629186.000000 Penalty: 1039.510986
	Iteration 45Q: 3 clusters Score -5629186 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5629269.000000 Penalty: 1039.510986
	Iteration 46Q: 3 clusters Score -5629269 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5629317.000000 Penalty: 1039.510986
	Iteration 47Q: 3 clusters Score -5629317 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5629359.500000 Penalty: 1039.510986
	Iteration 48Q: 3 clusters Score -5629360 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5629385.500000 Penalty: 1039.510986
	Iteration 49Q: 3 clusters Score -5629386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5629384.000000 Penalty: 1039.510986
	Iteration 50Q: 3 clusters Score -5629384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5629387.000000 Penalty: 1039.510986
	Iteration 51Q: 3 clusters Score -5629387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5629402.000000 Penalty: 1039.510986
	Iteration 52Q: 3 clusters Score -5629402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5629406.000000 Penalty: 1039.510986
	Iteration 53Q: 3 clusters Score -5629406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5629410.000000 Penalty: 1039.510986
	Iteration 54Q: 3 clusters Score -5629410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5629410.500000 Penalty: 1039.510986
	Iteration 55Q: 3 clusters Score -5629410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5629406.000000 Penalty: 1039.510986
	Iteration 56Q: 3 clusters Score -5629406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5629409.000000 Penalty: 1039.510986
	Iteration 57Q: 3 clusters Score -5629409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5629421.500000 Penalty: 1039.510986
	Iteration 58Q: 3 clusters Score -5629422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 1039.510986
	Iteration 59Q: 3 clusters Score -5629417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5629416.000000 Penalty: 1039.510986
	Iteration 60F: 3 clusters Score -5629416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5629413.500000 Penalty: 1039.510986
	Iteration 61Q: 3 clusters Score -5629414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5629414.000000 Penalty: 1039.510986
	Iteration 62Q: 3 clusters Score -5629414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5629413.000000 Penalty: 1039.510986
	Iteration 63Q: 3 clusters Score -5629413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 1039.510986
	Iteration 64Q: 3 clusters Score -5629417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5629416.500000 Penalty: 1039.510986
	Iteration 65Q: 3 clusters Score -5629416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5629421.000000 Penalty: 1039.510986
	Iteration 66Q: 3 clusters Score -5629421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5629415.500000 Penalty: 1039.510986
	Iteration 67Q: 3 clusters Score -5629416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5629420.500000 Penalty: 1039.510986
	Iteration 68Q: 3 clusters Score -5629420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 1039.510986
	Iteration 69Q: 3 clusters Score -5629417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 1039.510986
	Iteration 70Q: 3 clusters Score -5629417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5629419.500000 Penalty: 1039.510986
	Iteration 71Q: 3 clusters Score -5629420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5629422.500000 Penalty: 1039.510986
	Iteration 72Q: 3 clusters Score -5629422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 1039.510986
	Iteration 73Q: 3 clusters Score -5629417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5629417.000000 Penalty: 1039.510986
	Iteration 74Q: 3 clusters Score -5629417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5629414.500000 Penalty: 1039.510986
	Iteration 75Q: 3 clusters Score -5629414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5629414.000000 Penalty: 1039.510986
	Iteration 76Q: 3 clusters Score -5629414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5629413.000000 Penalty: 1039.510986
	Iteration 77Q: 3 clusters Score -5629413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5629416.000000 Penalty: 1039.510986
	Iteration 78Q: 3 clusters Score -5629416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5629411.000000 Penalty: 1039.510986
	Iteration 79Q: 3 clusters Score -5629411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5629410.000000 Penalty: 1039.510986
	Iteration 80F: 3 clusters Score -5629410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5629409.500000 Penalty: 1039.510986
	Iteration 81Q: 3 clusters Score -5629410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5629409.500000 Penalty: 1039.510986
	Iteration 82F: 3 clusters Score -5629410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Entering Unmasked Estep 
Score: -3072732.750000 Penalty: 490.894318
	Iteration 0F: 2 clusters Score -3072733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3041488.500000 Penalty: 981.788635
	Iteration 0F: 3 clusters Score -3041488 nChanged 23393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3055470.250000 Penalty: 981.788635
	Iteration 1F: 3 clusters Score -3055470 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3055938.500000 Penalty: 981.788635
	Iteration 2Q: 3 clusters Score -3055938 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3056663.500000 Penalty: 981.788635
	Iteration 3Q: 3 clusters Score -3056664 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3057926.000000 Penalty: 981.788635
	Iteration 4Q: 3 clusters Score -3057926 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3060166.750000 Penalty: 981.788635
	Iteration 5F: 3 clusters Score -3060167 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3063110.250000 Penalty: 981.788635
	Iteration 6F: 3 clusters Score -3063110 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3064762.500000 Penalty: 981.788635
	Iteration 7F: 3 clusters Score -3064762 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3065173.750000 Penalty: 981.788635
	Iteration 8Q: 3 clusters Score -3065174 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3065269.250000 Penalty: 981.788635
	Iteration 9Q: 3 clusters Score -3065269 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3065289.750000 Penalty: 981.788635
	Iteration 10Q: 3 clusters Score -3065290 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3065302.000000 Penalty: 981.788635
	Iteration 11Q: 3 clusters Score -3065302 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3065312.750000 Penalty: 981.788635
	Iteration 12Q: 3 clusters Score -3065313 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3065326.250000 Penalty: 981.788635
	Iteration 13Q: 3 clusters Score -3065326 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3065347.500000 Penalty: 981.788635
	Iteration 14Q: 3 clusters Score -3065348 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3065379.250000 Penalty: 981.788635
	Iteration 15Q: 3 clusters Score -3065379 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3065415.250000 Penalty: 981.788635
	Iteration 16Q: 3 clusters Score -3065415 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3065439.000000 Penalty: 981.788635
	Iteration 17Q: 3 clusters Score -3065439 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3065457.000000 Penalty: 981.788635
	Iteration 18Q: 3 clusters Score -3065457 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3065483.250000 Penalty: 981.788635
	Iteration 19Q: 3 clusters Score -3065483 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3065513.750000 Penalty: 981.788635
	Iteration 20F: 3 clusters Score -3065514 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3065531.500000 Penalty: 981.788635
	Iteration 21Q: 3 clusters Score -3065532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3065564.250000 Penalty: 981.788635
	Iteration 22Q: 3 clusters Score -3065564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3065597.750000 Penalty: 981.788635
	Iteration 23Q: 3 clusters Score -3065598 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3065645.500000 Penalty: 981.788635
	Iteration 24Q: 3 clusters Score -3065646 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3065683.500000 Penalty: 981.788635
	Iteration 25Q: 3 clusters Score -3065684 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3065736.500000 Penalty: 981.788635
	Iteration 26Q: 3 clusters Score -3065736 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3065774.750000 Penalty: 981.788635
	Iteration 27Q: 3 clusters Score -3065775 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3065844.250000 Penalty: 981.788635
	Iteration 28Q: 3 clusters Score -3065844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3065897.250000 Penalty: 981.788635
	Iteration 29Q: 3 clusters Score -3065897 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3065959.250000 Penalty: 981.788635
	Iteration 30Q: 3 clusters Score -3065959 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3066034.250000 Penalty: 981.788635
	Iteration 31Q: 3 clusters Score -3066034 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3066117.000000 Penalty: 981.788635
	Iteration 32Q: 3 clusters Score -3066117 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3066210.750000 Penalty: 981.788635
	Iteration 33Q: 3 clusters Score -3066211 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3066313.250000 Penalty: 981.788635
	Iteration 34Q: 3 clusters Score -3066313 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3066413.750000 Penalty: 981.788635
	Iteration 35Q: 3 clusters Score -3066414 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3066535.500000 Penalty: 981.788635
	Iteration 36Q: 3 clusters Score -3066536 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3066661.250000 Penalty: 981.788635
	Iteration 37Q: 3 clusters Score -3066661 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3066780.250000 Penalty: 981.788635
	Iteration 38Q: 3 clusters Score -3066780 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3066880.500000 Penalty: 981.788635
	Iteration 39Q: 3 clusters Score -3066880 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3066989.750000 Penalty: 981.788635
	Iteration 40F: 3 clusters Score -3066990 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3067094.500000 Penalty: 981.788635
	Iteration 41Q: 3 clusters Score -3067094 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3067200.250000 Penalty: 981.788635
	Iteration 42Q: 3 clusters Score -3067200 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3067301.750000 Penalty: 981.788635
	Iteration 43Q: 3 clusters Score -3067302 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3067404.000000 Penalty: 981.788635
	Iteration 44Q: 3 clusters Score -3067404 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3067521.500000 Penalty: 981.788635
	Iteration 45Q: 3 clusters Score -3067522 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3067624.750000 Penalty: 981.788635
	Iteration 46Q: 3 clusters Score -3067625 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3067733.000000 Penalty: 981.788635
	Iteration 47Q: 3 clusters Score -3067733 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3067863.000000 Penalty: 981.788635
	Iteration 48Q: 3 clusters Score -3067863 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3068001.000000 Penalty: 981.788635
	Iteration 49Q: 3 clusters Score -3068001 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3068160.750000 Penalty: 981.788635
	Iteration 50Q: 3 clusters Score -3068161 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3068327.250000 Penalty: 981.788635
	Iteration 51Q: 3 clusters Score -3068327 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3068464.250000 Penalty: 981.788635
	Iteration 52Q: 3 clusters Score -3068464 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3068629.500000 Penalty: 981.788635
	Iteration 53Q: 3 clusters Score -3068630 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3068789.500000 Penalty: 981.788635
	Iteration 54Q: 3 clusters Score -3068790 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3068976.250000 Penalty: 981.788635
	Iteration 55Q: 3 clusters Score -3068976 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3069137.250000 Penalty: 981.788635
	Iteration 56Q: 3 clusters Score -3069137 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3069284.500000 Penalty: 981.788635
	Iteration 57Q: 3 clusters Score -3069284 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3069479.250000 Penalty: 981.788635
	Iteration 58Q: 3 clusters Score -3069479 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3069651.750000 Penalty: 981.788635
	Iteration 59Q: 3 clusters Score -3069652 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3069848.250000 Penalty: 981.788635
	Iteration 60F: 3 clusters Score -3069848 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3070049.000000 Penalty: 981.788635
	Iteration 61Q: 3 clusters Score -3070049 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3070246.750000 Penalty: 981.788635
	Iteration 62Q: 3 clusters Score -3070247 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3070426.000000 Penalty: 981.788635
	Iteration 63Q: 3 clusters Score -3070426 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3070583.750000 Penalty: 981.788635
	Iteration 64Q: 3 clusters Score -3070584 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3070729.500000 Penalty: 981.788635
	Iteration 65Q: 3 clusters Score -3070730 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3070931.250000 Penalty: 981.788635
	Iteration 66Q: 3 clusters Score -3070931 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3071097.250000 Penalty: 981.788635
	Iteration 67Q: 3 clusters Score -3071097 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3071220.000000 Penalty: 981.788635
	Iteration 68Q: 3 clusters Score -3071220 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3071373.750000 Penalty: 981.788635
	Iteration 69Q: 3 clusters Score -3071374 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3071492.500000 Penalty: 981.788635
	Iteration 70Q: 3 clusters Score -3071492 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3071600.500000 Penalty: 981.788635
	Iteration 71Q: 3 clusters Score -3071600 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3071667.500000 Penalty: 981.788635
	Iteration 72Q: 3 clusters Score -3071668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3071717.750000 Penalty: 981.788635
	Iteration 73Q: 3 clusters Score -3071718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3071765.250000 Penalty: 981.788635
	Iteration 74Q: 3 clusters Score -3071765 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3071814.250000 Penalty: 981.788635
	Iteration 75Q: 3 clusters Score -3071814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3071847.750000 Penalty: 981.788635
	Iteration 76Q: 3 clusters Score -3071848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3071885.250000 Penalty: 981.788635
	Iteration 77Q: 3 clusters Score -3071885 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3071941.250000 Penalty: 981.788635
	Iteration 78Q: 3 clusters Score -3071941 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3071981.000000 Penalty: 981.788635
	Iteration 79Q: 3 clusters Score -3071981 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3072015.500000 Penalty: 981.788635
	Iteration 80F: 3 clusters Score -3072016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3072058.500000 Penalty: 981.788635
	Iteration 81Q: 3 clusters Score -3072058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3072095.750000 Penalty: 981.788635
	Iteration 82Q: 3 clusters Score -3072096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3072110.250000 Penalty: 981.788635
	Iteration 83Q: 3 clusters Score -3072110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3072120.750000 Penalty: 981.788635
	Iteration 84Q: 3 clusters Score -3072121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3072141.250000 Penalty: 981.788635
	Iteration 85Q: 3 clusters Score -3072141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3072147.750000 Penalty: 981.788635
	Iteration 86Q: 3 clusters Score -3072148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3072162.000000 Penalty: 981.788635
	Iteration 87Q: 3 clusters Score -3072162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3072165.750000 Penalty: 981.788635
	Iteration 88Q: 3 clusters Score -3072166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3072172.750000 Penalty: 981.788635
	Iteration 89Q: 3 clusters Score -3072173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3072172.000000 Penalty: 981.788635
	Iteration 90Q: 3 clusters Score -3072172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3072183.250000 Penalty: 981.788635
	Iteration 91Q: 3 clusters Score -3072183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3072201.000000 Penalty: 981.788635
	Iteration 92Q: 3 clusters Score -3072201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3072213.500000 Penalty: 981.788635
	Iteration 93Q: 3 clusters Score -3072214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3072221.000000 Penalty: 981.788635
	Iteration 94Q: 3 clusters Score -3072221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3072239.250000 Penalty: 981.788635
	Iteration 95Q: 3 clusters Score -3072239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3072242.500000 Penalty: 981.788635
	Iteration 96Q: 3 clusters Score -3072242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3072245.750000 Penalty: 981.788635
	Iteration 97Q: 3 clusters Score -3072246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3072249.750000 Penalty: 981.788635
	Iteration 98Q: 3 clusters Score -3072250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3072261.500000 Penalty: 981.788635
	Iteration 99Q: 3 clusters Score -3072262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3072268.000000 Penalty: 981.788635
	Iteration 100F: 3 clusters Score -3072268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3072271.750000 Penalty: 981.788635
	Iteration 101Q: 3 clusters Score -3072272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3072276.000000 Penalty: 981.788635
	Iteration 102Q: 3 clusters Score -3072276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3072276.000000 Penalty: 981.788635
	Iteration 103Q: 3 clusters Score -3072276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3072273.750000 Penalty: 981.788635
	Iteration 104Q: 3 clusters Score -3072274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3072274.250000 Penalty: 981.788635
	Iteration 105Q: 3 clusters Score -3072274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3072272.750000 Penalty: 981.788635
	Iteration 106Q: 3 clusters Score -3072273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3072274.250000 Penalty: 981.788635
	Iteration 107Q: 3 clusters Score -3072274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3072277.000000 Penalty: 981.788635
	Iteration 108Q: 3 clusters Score -3072277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3072278.000000 Penalty: 981.788635
	Iteration 109Q: 3 clusters Score -3072278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3072277.750000 Penalty: 981.788635
	Iteration 110Q: 3 clusters Score -3072278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3072281.000000 Penalty: 981.788635
	Iteration 111Q: 3 clusters Score -3072281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3072282.750000 Penalty: 981.788635
	Iteration 112Q: 3 clusters Score -3072283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3072284.000000 Penalty: 981.788635
	Iteration 113Q: 3 clusters Score -3072284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3072284.000000 Penalty: 981.788635
	Iteration 114Q: 3 clusters Score -3072284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3072282.750000 Penalty: 981.788635
	Iteration 115Q: 3 clusters Score -3072283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3072281.750000 Penalty: 981.788635
	Iteration 116Q: 3 clusters Score -3072282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3072284.750000 Penalty: 981.788635
	Iteration 117Q: 3 clusters Score -3072285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3072285.250000 Penalty: 981.788635
	Iteration 118Q: 3 clusters Score -3072285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3072285.000000 Penalty: 981.788635
	Iteration 119Q: 3 clusters Score -3072285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3072286.750000 Penalty: 981.788635
	Iteration 120F: 3 clusters Score -3072287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3072285.000000 Penalty: 981.788635
	Iteration 121Q: 3 clusters Score -3072285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3072285.250000 Penalty: 981.788635
	Iteration 122Q: 3 clusters Score -3072285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3072285.500000 Penalty: 981.788635
	Iteration 123Q: 3 clusters Score -3072286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3072285.500000 Penalty: 981.788635
	Iteration 124F: 3 clusters Score -3072286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -40885.511719 Penalty: 301.575867
	Iteration 0F: 2 clusters Score -40885.51 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 381 members 
Entering Unmasked Estep 
Score: -40264.460938 Penalty: 603.151733
	Iteration 0F: 3 clusters Score -40264.46 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40590.347656 Penalty: 603.151733
	Iteration 1F: 3 clusters Score -40590.35 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40771.195312 Penalty: 603.151733
	Iteration 2F: 3 clusters Score -40771.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -40946.875000 Penalty: 603.151733
	Iteration 3F: 3 clusters Score -40946.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -41101.187500 Penalty: 603.151733
	Iteration 4F: 3 clusters Score -41101.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -41168.023438 Penalty: 603.151733
	Iteration 5Q: 3 clusters Score -41168.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -41237.296875 Penalty: 603.151733
	Iteration 6Q: 3 clusters Score -41237.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -41308.214844 Penalty: 603.151733
	Iteration 7F: 3 clusters Score -41308.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41335.300781 Penalty: 603.151733
	Iteration 8Q: 3 clusters Score -41335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -41349.992188 Penalty: 603.151733
	Iteration 9Q: 3 clusters Score -41349.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -41354.531250 Penalty: 603.151733
	Iteration 10Q: 3 clusters Score -41354.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41360.769531 Penalty: 603.151733
	Iteration 11Q: 3 clusters Score -41360.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -41387.429688 Penalty: 603.151733
	Iteration 12Q: 3 clusters Score -41387.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -41468.187500 Penalty: 603.151733
	Iteration 13Q: 3 clusters Score -41468.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41541.167969 Penalty: 603.151733
	Iteration 14Q: 3 clusters Score -41541.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41592.218750 Penalty: 603.151733
	Iteration 15Q: 3 clusters Score -41592.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41619.496094 Penalty: 603.151733
	Iteration 16Q: 3 clusters Score -41619.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41625.132812 Penalty: 603.151733
	Iteration 17Q: 3 clusters Score -41625.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41628.882812 Penalty: 603.151733
	Iteration 18Q: 3 clusters Score -41628.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41630.875000 Penalty: 603.151733
	Iteration 19Q: 3 clusters Score -41630.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41629.937500 Penalty: 603.151733
	Iteration 20F: 3 clusters Score -41629.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Entering Unmasked Estep 
Score: -53274220.000000 Penalty: 28690.914062
Splitting cluster 8 changes total score from -53272788.000000 to -53274220.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 9 (80405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Entering Unmasked Estep 
Score: -4946117.000000 Penalty: 513.914795
	Iteration 0F: 2 clusters Score -4946117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4891857.000000 Penalty: 1027.829590
	Iteration 0F: 3 clusters Score -4891857 nChanged 39365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4915110.000000 Penalty: 1027.829590
	Iteration 1F: 3 clusters Score -4915110 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4916208.000000 Penalty: 1027.829590
	Iteration 2Q: 3 clusters Score -4916208 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4917998.500000 Penalty: 1027.829590
	Iteration 3Q: 3 clusters Score -4917998 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4920918.500000 Penalty: 1027.829590
	Iteration 4F: 3 clusters Score -4920918 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4925510.000000 Penalty: 1027.829590
	Iteration 5F: 3 clusters Score -4925510 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4930434.000000 Penalty: 1027.829590
	Iteration 6F: 3 clusters Score -4930434 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4933647.000000 Penalty: 1027.829590
	Iteration 7F: 3 clusters Score -4933647 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4935220.500000 Penalty: 1027.829590
	Iteration 8Q: 3 clusters Score -4935220 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4936146.000000 Penalty: 1027.829590
	Iteration 9Q: 3 clusters Score -4936146 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4936942.500000 Penalty: 1027.829590
	Iteration 10Q: 3 clusters Score -4936942 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4937776.500000 Penalty: 1027.829590
	Iteration 11Q: 3 clusters Score -4937776 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4938735.500000 Penalty: 1027.829590
	Iteration 12Q: 3 clusters Score -4938736 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4939668.500000 Penalty: 1027.829590
	Iteration 13Q: 3 clusters Score -4939668 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4940556.500000 Penalty: 1027.829590
	Iteration 14Q: 3 clusters Score -4940556 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4941418.500000 Penalty: 1027.829590
	Iteration 15Q: 3 clusters Score -4941418 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4942147.000000 Penalty: 1027.829590
	Iteration 16Q: 3 clusters Score -4942147 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4942936.500000 Penalty: 1027.829590
	Iteration 17Q: 3 clusters Score -4942936 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4943672.000000 Penalty: 1027.829590
	Iteration 18Q: 3 clusters Score -4943672 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4944258.000000 Penalty: 1027.829590
	Iteration 19Q: 3 clusters Score -4944258 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4944676.500000 Penalty: 1027.829590
	Iteration 20F: 3 clusters Score -4944676 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4944969.000000 Penalty: 1027.829590
	Iteration 21Q: 3 clusters Score -4944969 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4945176.500000 Penalty: 1027.829590
	Iteration 22Q: 3 clusters Score -4945176 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4945306.500000 Penalty: 1027.829590
	Iteration 23Q: 3 clusters Score -4945306 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4945392.500000 Penalty: 1027.829590
	Iteration 24Q: 3 clusters Score -4945392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4945452.000000 Penalty: 1027.829590
	Iteration 25Q: 3 clusters Score -4945452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4945511.000000 Penalty: 1027.829590
	Iteration 26Q: 3 clusters Score -4945511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4945565.500000 Penalty: 1027.829590
	Iteration 27Q: 3 clusters Score -4945566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4945599.500000 Penalty: 1027.829590
	Iteration 28Q: 3 clusters Score -4945600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4945635.500000 Penalty: 1027.829590
	Iteration 29Q: 3 clusters Score -4945636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4945647.000000 Penalty: 1027.829590
	Iteration 30Q: 3 clusters Score -4945647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4945652.500000 Penalty: 1027.829590
	Iteration 31Q: 3 clusters Score -4945652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4945663.000000 Penalty: 1027.829590
	Iteration 32Q: 3 clusters Score -4945663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4945660.000000 Penalty: 1027.829590
	Iteration 33Q: 3 clusters Score -4945660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4945663.000000 Penalty: 1027.829590
	Iteration 34Q: 3 clusters Score -4945663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4945668.000000 Penalty: 1027.829590
	Iteration 35Q: 3 clusters Score -4945668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4945668.500000 Penalty: 1027.829590
	Iteration 36Q: 3 clusters Score -4945668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4945674.000000 Penalty: 1027.829590
	Iteration 37Q: 3 clusters Score -4945674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4945675.500000 Penalty: 1027.829590
	Iteration 38Q: 3 clusters Score -4945676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4945679.500000 Penalty: 1027.829590
	Iteration 39Q: 3 clusters Score -4945680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4945679.000000 Penalty: 1027.829590
	Iteration 40F: 3 clusters Score -4945679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4945681.000000 Penalty: 1027.829590
	Iteration 41Q: 3 clusters Score -4945681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4945680.500000 Penalty: 1027.829590
	Iteration 42Q: 3 clusters Score -4945680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4945680.000000 Penalty: 1027.829590
	Iteration 43Q: 3 clusters Score -4945680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4945682.000000 Penalty: 1027.829590
	Iteration 44Q: 3 clusters Score -4945682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4945682.500000 Penalty: 1027.829590
	Iteration 45Q: 3 clusters Score -4945682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4945681.000000 Penalty: 1027.829590
	Iteration 46Q: 3 clusters Score -4945681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4945681.000000 Penalty: 1027.829590
	Iteration 47F: 3 clusters Score -4945681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -158171.812500 Penalty: 356.320526
	Iteration 0F: 2 clusters Score -158171.8 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 1277 members 
Entering Unmasked Estep 
Score: -156420.578125 Penalty: 712.641052
	Iteration 0F: 3 clusters Score -156420.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -157120.406250 Penalty: 712.641052
	Iteration 1F: 3 clusters Score -157120.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -157453.500000 Penalty: 712.641052
	Iteration 2F: 3 clusters Score -157453.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -157749.484375 Penalty: 712.641052
	Iteration 3F: 3 clusters Score -157749.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -157937.281250 Penalty: 712.641052
	Iteration 4F: 3 clusters Score -157937.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -158001.312500 Penalty: 712.641052
	Iteration 5Q: 3 clusters Score -158001.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -158051.812500 Penalty: 712.641052
	Iteration 6Q: 3 clusters Score -158051.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -158106.625000 Penalty: 712.641052
	Iteration 7Q: 3 clusters Score -158106.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -158155.312500 Penalty: 712.641052
	Iteration 8Q: 3 clusters Score -158155.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -158176.875000 Penalty: 712.641052
	Iteration 9Q: 3 clusters Score -158176.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -158192.750000 Penalty: 712.641052
	Iteration 10Q: 3 clusters Score -158192.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -158202.968750 Penalty: 712.641052
	Iteration 11Q: 3 clusters Score -158203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -158218.984375 Penalty: 712.641052
	Iteration 12Q: 3 clusters Score -158219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -158237.218750 Penalty: 712.641052
	Iteration 13Q: 3 clusters Score -158237.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -158256.312500 Penalty: 712.641052
	Iteration 14Q: 3 clusters Score -158256.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -158276.015625 Penalty: 712.641052
	Iteration 15Q: 3 clusters Score -158276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -158292.812500 Penalty: 712.641052
	Iteration 16Q: 3 clusters Score -158292.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -158304.875000 Penalty: 712.641052
	Iteration 17Q: 3 clusters Score -158304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -158310.046875 Penalty: 712.641052
	Iteration 18Q: 3 clusters Score -158310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -158313.984375 Penalty: 712.641052
	Iteration 19Q: 3 clusters Score -158314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -158319.218750 Penalty: 712.641052
	Iteration 20F: 3 clusters Score -158319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -158322.812500 Penalty: 712.641052
	Iteration 21Q: 3 clusters Score -158322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -158324.750000 Penalty: 712.641052
	Iteration 22Q: 3 clusters Score -158324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -158327.046875 Penalty: 712.641052
	Iteration 23Q: 3 clusters Score -158327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -158332.609375 Penalty: 712.641052
	Iteration 24Q: 3 clusters Score -158332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -158341.656250 Penalty: 712.641052
	Iteration 25Q: 3 clusters Score -158341.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -158351.703125 Penalty: 712.641052
	Iteration 26Q: 3 clusters Score -158351.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -158359.437500 Penalty: 712.641052
	Iteration 27Q: 3 clusters Score -158359.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -158366.140625 Penalty: 712.641052
	Iteration 28Q: 3 clusters Score -158366.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -158375.375000 Penalty: 712.641052
	Iteration 29Q: 3 clusters Score -158375.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -158383.812500 Penalty: 712.641052
	Iteration 30Q: 3 clusters Score -158383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -158388.593750 Penalty: 712.641052
	Iteration 31Q: 3 clusters Score -158388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -158391.187500 Penalty: 712.641052
	Iteration 32Q: 3 clusters Score -158391.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -158394.062500 Penalty: 712.641052
	Iteration 33Q: 3 clusters Score -158394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -158396.015625 Penalty: 712.641052
	Iteration 34Q: 3 clusters Score -158396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -158398.609375 Penalty: 712.641052
	Iteration 35Q: 3 clusters Score -158398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -158401.453125 Penalty: 712.641052
	Iteration 36Q: 3 clusters Score -158401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -158404.500000 Penalty: 712.641052
	Iteration 37Q: 3 clusters Score -158404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -158406.968750 Penalty: 712.641052
	Iteration 38Q: 3 clusters Score -158407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -158407.390625 Penalty: 712.641052
	Iteration 39Q: 3 clusters Score -158407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -158407.703125 Penalty: 712.641052
	Iteration 40F: 3 clusters Score -158407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Entering Unmasked Estep 
Score: -53274084.000000 Penalty: 29314.628906
Splitting cluster 10 changes total score from -53272788.000000 to -53274084.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (92448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Entering Unmasked Estep 
Score: -5744036.000000 Penalty: 520.265259
	Iteration 0F: 2 clusters Score -5744036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -5685323.000000 Penalty: 1040.530518
	Iteration 0F: 3 clusters Score -5685323 nChanged 45127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -5715096.000000 Penalty: 1040.530518
	Iteration 1F: 3 clusters Score -5715096 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -5719420.000000 Penalty: 1040.530518
	Iteration 2F: 3 clusters Score -5719420 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -5726209.500000 Penalty: 1040.530518
	Iteration 3F: 3 clusters Score -5726210 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -5733770.500000 Penalty: 1040.530518
	Iteration 4F: 3 clusters Score -5733770 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -5737726.500000 Penalty: 1040.530518
	Iteration 5F: 3 clusters Score -5737726 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -5738653.000000 Penalty: 1040.530518
	Iteration 6Q: 3 clusters Score -5738653 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -5738996.000000 Penalty: 1040.530518
	Iteration 7Q: 3 clusters Score -5738996 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -5739215.500000 Penalty: 1040.530518
	Iteration 8Q: 3 clusters Score -5739216 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -5739397.500000 Penalty: 1040.530518
	Iteration 9Q: 3 clusters Score -5739398 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -5739581.500000 Penalty: 1040.530518
	Iteration 10Q: 3 clusters Score -5739582 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -5739807.500000 Penalty: 1040.530518
	Iteration 11Q: 3 clusters Score -5739808 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -5739936.000000 Penalty: 1040.530518
	Iteration 12Q: 3 clusters Score -5739936 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -5740132.000000 Penalty: 1040.530518
	Iteration 13Q: 3 clusters Score -5740132 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -5740316.000000 Penalty: 1040.530518
	Iteration 14Q: 3 clusters Score -5740316 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -5740474.500000 Penalty: 1040.530518
	Iteration 15Q: 3 clusters Score -5740474 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -5740645.500000 Penalty: 1040.530518
	Iteration 16Q: 3 clusters Score -5740646 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -5740792.000000 Penalty: 1040.530518
	Iteration 17Q: 3 clusters Score -5740792 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -5740897.000000 Penalty: 1040.530518
	Iteration 18Q: 3 clusters Score -5740897 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -5741042.000000 Penalty: 1040.530518
	Iteration 19Q: 3 clusters Score -5741042 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -5741162.500000 Penalty: 1040.530518
	Iteration 20F: 3 clusters Score -5741162 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -5741294.000000 Penalty: 1040.530518
	Iteration 21Q: 3 clusters Score -5741294 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -5741417.500000 Penalty: 1040.530518
	Iteration 22Q: 3 clusters Score -5741418 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -5741543.500000 Penalty: 1040.530518
	Iteration 23Q: 3 clusters Score -5741544 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -5741679.000000 Penalty: 1040.530518
	Iteration 24Q: 3 clusters Score -5741679 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -5741818.500000 Penalty: 1040.530518
	Iteration 25Q: 3 clusters Score -5741818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -5741994.500000 Penalty: 1040.530518
	Iteration 26Q: 3 clusters Score -5741994 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -5742230.500000 Penalty: 1040.530518
	Iteration 27Q: 3 clusters Score -5742230 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -5742456.500000 Penalty: 1040.530518
	Iteration 28Q: 3 clusters Score -5742456 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -5742769.000000 Penalty: 1040.530518
	Iteration 29Q: 3 clusters Score -5742769 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -5743021.000000 Penalty: 1040.530518
	Iteration 30Q: 3 clusters Score -5743021 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -5743205.000000 Penalty: 1040.530518
	Iteration 31Q: 3 clusters Score -5743205 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -5743419.000000 Penalty: 1040.530518
	Iteration 32Q: 3 clusters Score -5743419 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -5743598.500000 Penalty: 1040.530518
	Iteration 33Q: 3 clusters Score -5743598 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -5743796.500000 Penalty: 1040.530518
	Iteration 34Q: 3 clusters Score -5743796 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -5743936.500000 Penalty: 1040.530518
	Iteration 35Q: 3 clusters Score -5743936 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -5744010.500000 Penalty: 1040.530518
	Iteration 36Q: 3 clusters Score -5744010 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -5744079.000000 Penalty: 1040.530518
	Iteration 37Q: 3 clusters Score -5744079 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -5744092.500000 Penalty: 1040.530518
	Iteration 38Q: 3 clusters Score -5744092 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -5744122.500000 Penalty: 1040.530518
	Iteration 39Q: 3 clusters Score -5744122 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -5744135.000000 Penalty: 1040.530518
	Iteration 40F: 3 clusters Score -5744135 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -5744163.000000 Penalty: 1040.530518
	Iteration 41Q: 3 clusters Score -5744163 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -5744118.500000 Penalty: 1040.530518
	Iteration 42Q: 3 clusters Score -5744118 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -5744103.500000 Penalty: 1040.530518
	Iteration 43Q: 3 clusters Score -5744104 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -5744054.000000 Penalty: 1040.530518
	Iteration 44Q: 3 clusters Score -5744054 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -5744053.000000 Penalty: 1040.530518
	Iteration 45Q: 3 clusters Score -5744053 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -5744040.000000 Penalty: 1040.530518
	Iteration 46Q: 3 clusters Score -5744040 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -5744004.500000 Penalty: 1040.530518
	Iteration 47Q: 3 clusters Score -5744004 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -5743997.500000 Penalty: 1040.530518
	Iteration 48Q: 3 clusters Score -5743998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -5743978.000000 Penalty: 1040.530518
	Iteration 49Q: 3 clusters Score -5743978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -5743987.500000 Penalty: 1040.530518
	Iteration 50Q: 3 clusters Score -5743988 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
Score: -5743974.000000 Penalty: 1040.530518
	Iteration 51Q: 3 clusters Score -5743974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -5743968.000000 Penalty: 1040.530518
	Iteration 52Q: 3 clusters Score -5743968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -5743957.000000 Penalty: 1040.530518
	Iteration 53Q: 3 clusters Score -5743957 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -5743952.000000 Penalty: 1040.530518
	Iteration 54Q: 3 clusters Score -5743952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -5743942.500000 Penalty: 1040.530518
	Iteration 55Q: 3 clusters Score -5743942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -5743935.000000 Penalty: 1040.530518
	Iteration 56Q: 3 clusters Score -5743935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -5743931.500000 Penalty: 1040.530518
	Iteration 57Q: 3 clusters Score -5743932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -5743933.000000 Penalty: 1040.530518
	Iteration 58Q: 3 clusters Score -5743933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -5743929.500000 Penalty: 1040.530518
	Iteration 59Q: 3 clusters Score -5743930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -5743921.500000 Penalty: 1040.530518
	Iteration 60F: 3 clusters Score -5743922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -5743921.000000 Penalty: 1040.530518
	Iteration 61Q: 3 clusters Score -5743921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -5743925.000000 Penalty: 1040.530518
	Iteration 62Q: 3 clusters Score -5743925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -5743916.000000 Penalty: 1040.530518
	Iteration 63Q: 3 clusters Score -5743916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -5743915.500000 Penalty: 1040.530518
	Iteration 64Q: 3 clusters Score -5743916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -5743919.000000 Penalty: 1040.530518
	Iteration 65Q: 3 clusters Score -5743919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -5743915.000000 Penalty: 1040.530518
	Iteration 66Q: 3 clusters Score -5743915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -5743914.500000 Penalty: 1040.530518
	Iteration 67Q: 3 clusters Score -5743914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -5743919.000000 Penalty: 1040.530518
	Iteration 68Q: 3 clusters Score -5743919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -5743922.500000 Penalty: 1040.530518
	Iteration 69Q: 3 clusters Score -5743922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -5743921.000000 Penalty: 1040.530518
	Iteration 70Q: 3 clusters Score -5743921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -5743921.500000 Penalty: 1040.530518
	Iteration 71Q: 3 clusters Score -5743922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -5743929.000000 Penalty: 1040.530518
	Iteration 72Q: 3 clusters Score -5743929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -5743926.500000 Penalty: 1040.530518
	Iteration 73Q: 3 clusters Score -5743926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -5743923.500000 Penalty: 1040.530518
	Iteration 74Q: 3 clusters Score -5743924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -5743920.500000 Penalty: 1040.530518
	Iteration 75Q: 3 clusters Score -5743920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -5743921.000000 Penalty: 1040.530518
	Iteration 76Q: 3 clusters Score -5743921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -5743921.000000 Penalty: 1040.530518
	Iteration 77F: 3 clusters Score -5743921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -34866.699219 Penalty: 291.737732
	Iteration 0F: 2 clusters Score -34866.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34307.222656 Penalty: 583.475464
	Iteration 0F: 3 clusters Score -34307.22 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34432.339844 Penalty: 583.475464
	Iteration 1F: 3 clusters Score -34432.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34465.492188 Penalty: 583.475464
	Iteration 2F: 3 clusters Score -34465.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34483.660156 Penalty: 583.475464
	Iteration 3Q: 3 clusters Score -34483.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34513.519531 Penalty: 583.475464
	Iteration 4Q: 3 clusters Score -34513.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34537.859375 Penalty: 583.475464
	Iteration 5F: 3 clusters Score -34537.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34555.523438 Penalty: 583.475464
	Iteration 6Q: 3 clusters Score -34555.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34564.769531 Penalty: 583.475464
	Iteration 7Q: 3 clusters Score -34564.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34573.062500 Penalty: 583.475464
	Iteration 8Q: 3 clusters Score -34573.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34584.617188 Penalty: 583.475464
	Iteration 9Q: 3 clusters Score -34584.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34592.957031 Penalty: 583.475464
	Iteration 10Q: 3 clusters Score -34592.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34601.839844 Penalty: 583.475464
	Iteration 11Q: 3 clusters Score -34601.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34608.089844 Penalty: 583.475464
	Iteration 12Q: 3 clusters Score -34608.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34617.453125 Penalty: 583.475464
	Iteration 13Q: 3 clusters Score -34617.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34622.363281 Penalty: 583.475464
	Iteration 14Q: 3 clusters Score -34622.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34627.480469 Penalty: 583.475464
	Iteration 15Q: 3 clusters Score -34627.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34634.800781 Penalty: 583.475464
	Iteration 16Q: 3 clusters Score -34634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34648.296875 Penalty: 583.475464
	Iteration 17Q: 3 clusters Score -34648.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34664.253906 Penalty: 583.475464
	Iteration 18Q: 3 clusters Score -34664.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34680.890625 Penalty: 583.475464
	Iteration 19Q: 3 clusters Score -34680.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34688.031250 Penalty: 583.475464
	Iteration 20F: 3 clusters Score -34688.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34696.183594 Penalty: 583.475464
	Iteration 21Q: 3 clusters Score -34696.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34700.863281 Penalty: 583.475464
	Iteration 22Q: 3 clusters Score -34700.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34710.007812 Penalty: 583.475464
	Iteration 23Q: 3 clusters Score -34710.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34711.437500 Penalty: 583.475464
	Iteration 24Q: 3 clusters Score -34711.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34715.828125 Penalty: 583.475464
	Iteration 25Q: 3 clusters Score -34715.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34719.882812 Penalty: 583.475464
	Iteration 26Q: 3 clusters Score -34719.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34722.425781 Penalty: 583.475464
	Iteration 27Q: 3 clusters Score -34722.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34722.730469 Penalty: 583.475464
	Iteration 28Q: 3 clusters Score -34722.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34723.167969 Penalty: 583.475464
	Iteration 29Q: 3 clusters Score -34723.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34724.140625 Penalty: 583.475464
	Iteration 30Q: 3 clusters Score -34724.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34724.140625 Penalty: 583.475464
	Iteration 31F: 3 clusters Score -34724.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Entering Unmasked Estep 
Score: -4935138.000000 Penalty: 513.052246
	Iteration 0F: 2 clusters Score -4935138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4882517.000000 Penalty: 1026.104492
	Iteration 0F: 3 clusters Score -4882517 nChanged 38397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4906618 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4908458 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4911408 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4920182 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4923884 nChanged 3842
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Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4925526 nChanged 2325
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Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4926120 nChanged 1343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4926418 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4926638 nChanged 960
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4926905 nChanged 936
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4927086 nChanged 922
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4927314 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4927580 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4927798 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4928004 nChanged 872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4928216 nChanged 838
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4928390 nChanged 752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4928544 nChanged 655
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4928644 nChanged 616
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Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4928749 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4928850 nChanged 535
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Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4928901 nChanged 416
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4928939 nChanged 356
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4928970 nChanged 314
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Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4928984 nChanged 254
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Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -4928981.500000 Penalty: 1026.104492
	Iteration 27Q: 3 clusters Score -4928982 nChanged 194
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Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -4929011.500000 Penalty: 1026.104492
	Iteration 28Q: 3 clusters Score -4929012 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4929009 nChanged 160
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Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4929004 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4928992 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4928998 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4928994 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4929020 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4929008 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4929010 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4929010 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4928996 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4928994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -4928988.000000 Penalty: 1026.104492
	Iteration 40F: 3 clusters Score -4928988 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4929000 nChanged 110
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Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4929011 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33571 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4929008 nChanged 117
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Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4929016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4929028 nChanged 120
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Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4929024 nChanged 125
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Mstep: Class 1 contains 34061 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4929024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4929034 nChanged 111
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Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4929012 nChanged 94
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Mstep: Class 1 contains 34378 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4929013 nChanged 112
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Mstep: Class 1 contains 34490 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4929019 nChanged 118
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Mstep: Class 1 contains 34608 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4929031 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34733 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4929024 nChanged 111
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Mstep: Class 1 contains 34844 members 
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Entering Unmasked Estep 
Score: -4929021.500000 Penalty: 1026.104492
	Iteration 54Q: 3 clusters Score -4929022 nChanged 116
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Mstep: Class 1 contains 34960 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4929013 nChanged 108
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Mstep: Class 1 contains 35068 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4929012 nChanged 114
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4929017 nChanged 121
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4929008 nChanged 115
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Mstep: Class 1 contains 35418 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4929004 nChanged 116
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Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4929008 nChanged 112
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Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 43249 members 
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	Iteration 61Q: 3 clusters Score -4929004 nChanged 119
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Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4928999 nChanged 117
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Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4928994 nChanged 112
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Mstep: Class 1 contains 35986 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4929004 nChanged 99
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Mstep: Class 1 contains 36085 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4929006 nChanged 99
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4928990 nChanged 99
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Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4929010 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36381 members 
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Entering Unmasked Estep 
Score: -4929015.000000 Penalty: 1026.104492
	Iteration 68Q: 3 clusters Score -4929015 nChanged 102
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Mstep: Class 1 contains 36483 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4929018 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4929017 nChanged 111
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Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4929018 nChanged 114
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Mstep: Class 1 contains 36810 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4929013 nChanged 114
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Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4929016 nChanged 99
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Mstep: Class 1 contains 37023 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4929030 nChanged 95
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Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4929024 nChanged 92
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Mstep: Class 1 contains 37210 members 
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	Iteration 76Q: 3 clusters Score -4929016 nChanged 106
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4929034 nChanged 105
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Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4929032 nChanged 82
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4929031 nChanged 74
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Mstep: Class 1 contains 37575 members 
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	Iteration 80F: 3 clusters Score -4929034 nChanged 62
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	Iteration 81Q: 3 clusters Score -4929024 nChanged 51
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4929026 nChanged 56
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4929019 nChanged 49
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Mstep: Class 1 contains 37789 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4929030 nChanged 36
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Mstep: Class 1 contains 37825 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4929033 nChanged 36
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4929040 nChanged 28
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4929042 nChanged 23
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4929038 nChanged 29
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4929038 nChanged 21
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4929037 nChanged 20
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4929031 nChanged 18
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4929044 nChanged 17
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Entering Unmasked Estep 
Score: -4929047.000000 Penalty: 1026.104492
	Iteration 93Q: 3 clusters Score -4929047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4929048.500000 Penalty: 1026.104492
	Iteration 94Q: 3 clusters Score -4929048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4929041.500000 Penalty: 1026.104492
	Iteration 95Q: 3 clusters Score -4929042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -4929048.000000 Penalty: 1026.104492
	Iteration 96Q: 3 clusters Score -4929048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4929044.500000 Penalty: 1026.104492
	Iteration 97Q: 3 clusters Score -4929044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -4929050.500000 Penalty: 1026.104492
	Iteration 98Q: 3 clusters Score -4929050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4929049.500000 Penalty: 1026.104492
	Iteration 99Q: 3 clusters Score -4929050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4929049.500000 Penalty: 1026.104492
	Iteration 100F: 3 clusters Score -4929050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4929051.500000 Penalty: 1026.104492
	Iteration 101Q: 3 clusters Score -4929052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4929049.500000 Penalty: 1026.104492
	Iteration 102Q: 3 clusters Score -4929050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4929054.500000 Penalty: 1026.104492
	Iteration 103Q: 3 clusters Score -4929054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4929051.500000 Penalty: 1026.104492
	Iteration 104Q: 3 clusters Score -4929052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4929052.500000 Penalty: 1026.104492
	Iteration 105Q: 3 clusters Score -4929052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4929055.000000 Penalty: 1026.104492
	Iteration 106Q: 3 clusters Score -4929055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4929055.000000 Penalty: 1026.104492
	Iteration 107Q: 3 clusters Score -4929055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -4929057.000000 Penalty: 1026.104492
	Iteration 108Q: 3 clusters Score -4929057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -4929061.000000 Penalty: 1026.104492
	Iteration 109Q: 3 clusters Score -4929061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4929060.500000 Penalty: 1026.104492
	Iteration 110Q: 3 clusters Score -4929060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -4929059.500000 Penalty: 1026.104492
	Iteration 111Q: 3 clusters Score -4929060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -4929064.500000 Penalty: 1026.104492
	Iteration 112Q: 3 clusters Score -4929064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -4929058.500000 Penalty: 1026.104492
	Iteration 113Q: 3 clusters Score -4929058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4929062.000000 Penalty: 1026.104492
	Iteration 114Q: 3 clusters Score -4929062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -4929065.000000 Penalty: 1026.104492
	Iteration 115Q: 3 clusters Score -4929065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4929069.000000 Penalty: 1026.104492
	Iteration 116Q: 3 clusters Score -4929069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -4929069.000000 Penalty: 1026.104492
	Iteration 117Q: 3 clusters Score -4929069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4929069.500000 Penalty: 1026.104492
	Iteration 118Q: 3 clusters Score -4929070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4929064.500000 Penalty: 1026.104492
	Iteration 119Q: 3 clusters Score -4929064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4929070.000000 Penalty: 1026.104492
	Iteration 120F: 3 clusters Score -4929070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4929070.000000 Penalty: 1026.104492
	Iteration 121Q: 3 clusters Score -4929070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4929068.500000 Penalty: 1026.104492
	Iteration 122Q: 3 clusters Score -4929068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4929069.500000 Penalty: 1026.104492
	Iteration 123Q: 3 clusters Score -4929070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4929070.000000 Penalty: 1026.104492
	Iteration 124Q: 3 clusters Score -4929070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -4929074.500000 Penalty: 1026.104492
	Iteration 125Q: 3 clusters Score -4929074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -4929076.000000 Penalty: 1026.104492
	Iteration 126Q: 3 clusters Score -4929076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -4929076.000000 Penalty: 1026.104492
	Iteration 127F: 3 clusters Score -4929076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Entering Unmasked Estep 
Score: -5000287.500000 Penalty: 513.621338
	Iteration 0F: 2 clusters Score -5000288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -4946478.000000 Penalty: 1027.242676
	Iteration 0F: 3 clusters Score -4946478 nChanged 38900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4970047.000000 Penalty: 1027.242676
	Iteration 1F: 3 clusters Score -4970047 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4971451.000000 Penalty: 1027.242676
	Iteration 2Q: 3 clusters Score -4971451 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4973872.500000 Penalty: 1027.242676
	Iteration 3F: 3 clusters Score -4973872 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4977557.500000 Penalty: 1027.242676
	Iteration 4F: 3 clusters Score -4977558 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4982290.000000 Penalty: 1027.242676
	Iteration 5F: 3 clusters Score -4982290 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4986726.000000 Penalty: 1027.242676
	Iteration 6F: 3 clusters Score -4986726 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4989885.000000 Penalty: 1027.242676
	Iteration 7F: 3 clusters Score -4989885 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4991980.000000 Penalty: 1027.242676
	Iteration 8Q: 3 clusters Score -4991980 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -4993465.500000 Penalty: 1027.242676
	Iteration 9Q: 3 clusters Score -4993466 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4994733.500000 Penalty: 1027.242676
	Iteration 10Q: 3 clusters Score -4994734 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4996158.500000 Penalty: 1027.242676
	Iteration 11Q: 3 clusters Score -4996158 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4997455.500000 Penalty: 1027.242676
	Iteration 12Q: 3 clusters Score -4997456 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4998341.500000 Penalty: 1027.242676
	Iteration 13Q: 3 clusters Score -4998342 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4998881.000000 Penalty: 1027.242676
	Iteration 14Q: 3 clusters Score -4998881 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4999261.500000 Penalty: 1027.242676
	Iteration 15Q: 3 clusters Score -4999262 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4999487.500000 Penalty: 1027.242676
	Iteration 16Q: 3 clusters Score -4999488 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4999616.500000 Penalty: 1027.242676
	Iteration 17Q: 3 clusters Score -4999616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4999701.000000 Penalty: 1027.242676
	Iteration 18Q: 3 clusters Score -4999701 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4999751.000000 Penalty: 1027.242676
	Iteration 19Q: 3 clusters Score -4999751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4999784.500000 Penalty: 1027.242676
	Iteration 20F: 3 clusters Score -4999784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4999800.000000 Penalty: 1027.242676
	Iteration 21Q: 3 clusters Score -4999800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4999810.500000 Penalty: 1027.242676
	Iteration 22Q: 3 clusters Score -4999810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4999811.000000 Penalty: 1027.242676
	Iteration 23Q: 3 clusters Score -4999811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4999818.500000 Penalty: 1027.242676
	Iteration 24Q: 3 clusters Score -4999818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4999816.500000 Penalty: 1027.242676
	Iteration 25Q: 3 clusters Score -4999816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4999818.500000 Penalty: 1027.242676
	Iteration 26Q: 3 clusters Score -4999818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4999825.000000 Penalty: 1027.242676
	Iteration 27Q: 3 clusters Score -4999825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4999824.500000 Penalty: 1027.242676
	Iteration 28Q: 3 clusters Score -4999824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4999830.000000 Penalty: 1027.242676
	Iteration 29Q: 3 clusters Score -4999830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4999835.000000 Penalty: 1027.242676
	Iteration 30Q: 3 clusters Score -4999835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4999834.500000 Penalty: 1027.242676
	Iteration 31Q: 3 clusters Score -4999834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4999838.000000 Penalty: 1027.242676
	Iteration 32Q: 3 clusters Score -4999838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4999838.000000 Penalty: 1027.242676
	Iteration 33F: 3 clusters Score -4999838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -26725.335938 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26725.34 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 220 members 
Entering Unmasked Estep 
Score: -26281.103516 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26281.1 nChanged 135
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: -26400.199219 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26400.2 nChanged 34
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: -26433.384766 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26433.38 nChanged 19
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: -26455.015625 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -26455.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26476.421875 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26476.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26499.851562 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26499.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26513.830078 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26513.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26524.765625 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26524.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26535.726562 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26535.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26552.650391 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26552.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26571.738281 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26571.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26586.933594 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26586.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26596.050781 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -26596.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26604.388672 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -26604.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26619.572266 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -26619.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26630.343750 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -26630.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26636.150391 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -26636.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26641.896484 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -26641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26645.593750 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -26645.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26648.511719 Penalty: 550.310913
	Iteration 19Q: 3 clusters Score -26648.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26648.876953 Penalty: 550.310913
	Iteration 20F: 3 clusters Score -26648.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26649.255859 Penalty: 550.310913
	Iteration 21Q: 3 clusters Score -26649.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26649.447266 Penalty: 550.310913
	Iteration 22Q: 3 clusters Score -26649.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26649.447266 Penalty: 550.310913
	Iteration 23F: 3 clusters Score -26649.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Entering Unmasked Estep 
Score: -1990594.000000 Penalty: 472.168427
	Iteration 0F: 2 clusters Score -1990594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1969156.000000 Penalty: 944.336853
	Iteration 0F: 3 clusters Score -1969156 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1979155.500000 Penalty: 944.336853
	Iteration 1F: 3 clusters Score -1979156 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1980593.125000 Penalty: 944.336853
	Iteration 2F: 3 clusters Score -1980593 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1982618.750000 Penalty: 944.336853
	Iteration 3F: 3 clusters Score -1982619 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1984897.125000 Penalty: 944.336853
	Iteration 4F: 3 clusters Score -1984897 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1986331.000000 Penalty: 944.336853
	Iteration 5F: 3 clusters Score -1986331 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1986858.500000 Penalty: 944.336853
	Iteration 6Q: 3 clusters Score -1986858 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1987112.875000 Penalty: 944.336853
	Iteration 7Q: 3 clusters Score -1987113 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1987316.875000 Penalty: 944.336853
	Iteration 8Q: 3 clusters Score -1987317 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1987505.625000 Penalty: 944.336853
	Iteration 9Q: 3 clusters Score -1987506 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1987669.125000 Penalty: 944.336853
	Iteration 10Q: 3 clusters Score -1987669 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1987816.125000 Penalty: 944.336853
	Iteration 11Q: 3 clusters Score -1987816 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1987927.625000 Penalty: 944.336853
	Iteration 12Q: 3 clusters Score -1987928 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1988032.000000 Penalty: 944.336853
	Iteration 13Q: 3 clusters Score -1988032 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1988136.375000 Penalty: 944.336853
	Iteration 14Q: 3 clusters Score -1988136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1988245.875000 Penalty: 944.336853
	Iteration 15Q: 3 clusters Score -1988246 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1988331.625000 Penalty: 944.336853
	Iteration 16Q: 3 clusters Score -1988332 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1988415.875000 Penalty: 944.336853
	Iteration 17Q: 3 clusters Score -1988416 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1988495.500000 Penalty: 944.336853
	Iteration 18Q: 3 clusters Score -1988496 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1988562.125000 Penalty: 944.336853
	Iteration 19Q: 3 clusters Score -1988562 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1988617.000000 Penalty: 944.336853
	Iteration 20F: 3 clusters Score -1988617 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1988668.625000 Penalty: 944.336853
	Iteration 21Q: 3 clusters Score -1988669 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1988733.000000 Penalty: 944.336853
	Iteration 22Q: 3 clusters Score -1988733 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1988779.125000 Penalty: 944.336853
	Iteration 23Q: 3 clusters Score -1988779 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1988819.875000 Penalty: 944.336853
	Iteration 24Q: 3 clusters Score -1988820 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1988882.625000 Penalty: 944.336853
	Iteration 25Q: 3 clusters Score -1988883 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1988930.375000 Penalty: 944.336853
	Iteration 26Q: 3 clusters Score -1988930 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1988972.750000 Penalty: 944.336853
	Iteration 27Q: 3 clusters Score -1988973 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1989014.000000 Penalty: 944.336853
	Iteration 28Q: 3 clusters Score -1989014 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1989063.125000 Penalty: 944.336853
	Iteration 29Q: 3 clusters Score -1989063 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1989115.375000 Penalty: 944.336853
	Iteration 30Q: 3 clusters Score -1989115 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1989167.000000 Penalty: 944.336853
	Iteration 31Q: 3 clusters Score -1989167 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1989226.250000 Penalty: 944.336853
	Iteration 32Q: 3 clusters Score -1989226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1989270.125000 Penalty: 944.336853
	Iteration 33Q: 3 clusters Score -1989270 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1989327.375000 Penalty: 944.336853
	Iteration 34Q: 3 clusters Score -1989327 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1989410.875000 Penalty: 944.336853
	Iteration 35Q: 3 clusters Score -1989411 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1989480.625000 Penalty: 944.336853
	Iteration 36Q: 3 clusters Score -1989481 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1989555.000000 Penalty: 944.336853
	Iteration 37Q: 3 clusters Score -1989555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1989620.000000 Penalty: 944.336853
	Iteration 38Q: 3 clusters Score -1989620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1989694.500000 Penalty: 944.336853
	Iteration 39Q: 3 clusters Score -1989694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1989752.750000 Penalty: 944.336853
	Iteration 40F: 3 clusters Score -1989753 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1989805.125000 Penalty: 944.336853
	Iteration 41Q: 3 clusters Score -1989805 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1989841.750000 Penalty: 944.336853
	Iteration 42Q: 3 clusters Score -1989842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1989888.625000 Penalty: 944.336853
	Iteration 43Q: 3 clusters Score -1989889 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1989938.875000 Penalty: 944.336853
	Iteration 44Q: 3 clusters Score -1989939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1989987.250000 Penalty: 944.336853
	Iteration 45Q: 3 clusters Score -1989987 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1990029.750000 Penalty: 944.336853
	Iteration 46Q: 3 clusters Score -1990030 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1990079.875000 Penalty: 944.336853
	Iteration 47Q: 3 clusters Score -1990080 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1990134.625000 Penalty: 944.336853
	Iteration 48Q: 3 clusters Score -1990135 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1990166.500000 Penalty: 944.336853
	Iteration 49Q: 3 clusters Score -1990166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1990189.500000 Penalty: 944.336853
	Iteration 50Q: 3 clusters Score -1990190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1990213.500000 Penalty: 944.336853
	Iteration 51Q: 3 clusters Score -1990214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1990229.250000 Penalty: 944.336853
	Iteration 52Q: 3 clusters Score -1990229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1990243.000000 Penalty: 944.336853
	Iteration 53Q: 3 clusters Score -1990243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1990253.125000 Penalty: 944.336853
	Iteration 54Q: 3 clusters Score -1990253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1990267.500000 Penalty: 944.336853
	Iteration 55Q: 3 clusters Score -1990268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1990295.125000 Penalty: 944.336853
	Iteration 56Q: 3 clusters Score -1990295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1990308.000000 Penalty: 944.336853
	Iteration 57Q: 3 clusters Score -1990308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1990316.125000 Penalty: 944.336853
	Iteration 58Q: 3 clusters Score -1990316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1990329.125000 Penalty: 944.336853
	Iteration 59Q: 3 clusters Score -1990329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1990337.250000 Penalty: 944.336853
	Iteration 60F: 3 clusters Score -1990337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1990346.250000 Penalty: 944.336853
	Iteration 61Q: 3 clusters Score -1990346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1990352.125000 Penalty: 944.336853
	Iteration 62Q: 3 clusters Score -1990352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1990365.125000 Penalty: 944.336853
	Iteration 63Q: 3 clusters Score -1990365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1990371.500000 Penalty: 944.336853
	Iteration 64Q: 3 clusters Score -1990372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1990380.625000 Penalty: 944.336853
	Iteration 65Q: 3 clusters Score -1990381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1990380.375000 Penalty: 944.336853
	Iteration 66Q: 3 clusters Score -1990380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1990384.250000 Penalty: 944.336853
	Iteration 67Q: 3 clusters Score -1990384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1990381.375000 Penalty: 944.336853
	Iteration 68Q: 3 clusters Score -1990381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1990383.875000 Penalty: 944.336853
	Iteration 69Q: 3 clusters Score -1990384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1990384.875000 Penalty: 944.336853
	Iteration 70Q: 3 clusters Score -1990385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1990390.250000 Penalty: 944.336853
	Iteration 71Q: 3 clusters Score -1990390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1990393.375000 Penalty: 944.336853
	Iteration 72Q: 3 clusters Score -1990393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1990399.250000 Penalty: 944.336853
	Iteration 73Q: 3 clusters Score -1990399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1990403.250000 Penalty: 944.336853
	Iteration 74Q: 3 clusters Score -1990403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1990408.125000 Penalty: 944.336853
	Iteration 75Q: 3 clusters Score -1990408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1990412.000000 Penalty: 944.336853
	Iteration 76Q: 3 clusters Score -1990412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1990413.125000 Penalty: 944.336853
	Iteration 77Q: 3 clusters Score -1990413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1990416.750000 Penalty: 944.336853
	Iteration 78Q: 3 clusters Score -1990417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1990417.375000 Penalty: 944.336853
	Iteration 79Q: 3 clusters Score -1990417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1990418.625000 Penalty: 944.336853
	Iteration 80F: 3 clusters Score -1990419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1990418.250000 Penalty: 944.336853
	Iteration 81Q: 3 clusters Score -1990418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1990423.500000 Penalty: 944.336853
	Iteration 82Q: 3 clusters Score -1990424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1990425.750000 Penalty: 944.336853
	Iteration 83Q: 3 clusters Score -1990426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1990429.625000 Penalty: 944.336853
	Iteration 84Q: 3 clusters Score -1990430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1990441.125000 Penalty: 944.336853
	Iteration 85Q: 3 clusters Score -1990441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1990447.125000 Penalty: 944.336853
	Iteration 86Q: 3 clusters Score -1990447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1990452.375000 Penalty: 944.336853
	Iteration 87Q: 3 clusters Score -1990452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1990458.500000 Penalty: 944.336853
	Iteration 88Q: 3 clusters Score -1990458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1990464.875000 Penalty: 944.336853
	Iteration 89Q: 3 clusters Score -1990465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1990467.750000 Penalty: 944.336853
	Iteration 90Q: 3 clusters Score -1990468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1990466.125000 Penalty: 944.336853
	Iteration 91Q: 3 clusters Score -1990466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1990468.250000 Penalty: 944.336853
	Iteration 92Q: 3 clusters Score -1990468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1990468.250000 Penalty: 944.336853
	Iteration 93F: 3 clusters Score -1990468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Entering Unmasked Estep 
Score: -757132.750000 Penalty: 426.365601
	Iteration 0F: 2 clusters Score -757132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -749344.125000 Penalty: 852.731201
	Iteration 0F: 3 clusters Score -749344.1 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -752436.187500 Penalty: 852.731201
	Iteration 1F: 3 clusters Score -752436.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -752663.062500 Penalty: 852.731201
	Iteration 2F: 3 clusters Score -752663.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -752941.187500 Penalty: 852.731201
	Iteration 3Q: 3 clusters Score -752941.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -753368.625000 Penalty: 852.731201
	Iteration 4F: 3 clusters Score -753368.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -754018.500000 Penalty: 852.731201
	Iteration 5F: 3 clusters Score -754018.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -754784.312500 Penalty: 852.731201
	Iteration 6F: 3 clusters Score -754784.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -755215.437500 Penalty: 852.731201
	Iteration 7F: 3 clusters Score -755215.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -755355.937500 Penalty: 852.731201
	Iteration 8Q: 3 clusters Score -755355.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -755425.562500 Penalty: 852.731201
	Iteration 9Q: 3 clusters Score -755425.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -755480.750000 Penalty: 852.731201
	Iteration 10Q: 3 clusters Score -755480.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -755525.812500 Penalty: 852.731201
	Iteration 11Q: 3 clusters Score -755525.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -755553.812500 Penalty: 852.731201
	Iteration 12Q: 3 clusters Score -755553.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -755579.937500 Penalty: 852.731201
	Iteration 13Q: 3 clusters Score -755579.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -755600.562500 Penalty: 852.731201
	Iteration 14Q: 3 clusters Score -755600.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -755616.000000 Penalty: 852.731201
	Iteration 15Q: 3 clusters Score -755616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -755631.812500 Penalty: 852.731201
	Iteration 16Q: 3 clusters Score -755631.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -755641.187500 Penalty: 852.731201
	Iteration 17Q: 3 clusters Score -755641.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -755651.000000 Penalty: 852.731201
	Iteration 18Q: 3 clusters Score -755651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -755661.187500 Penalty: 852.731201
	Iteration 19Q: 3 clusters Score -755661.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -755665.937500 Penalty: 852.731201
	Iteration 20F: 3 clusters Score -755665.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -755667.625000 Penalty: 852.731201
	Iteration 21Q: 3 clusters Score -755667.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -755669.187500 Penalty: 852.731201
	Iteration 22Q: 3 clusters Score -755669.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -755668.875000 Penalty: 852.731201
	Iteration 23Q: 3 clusters Score -755668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -755671.062500 Penalty: 852.731201
	Iteration 24Q: 3 clusters Score -755671.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -755672.625000 Penalty: 852.731201
	Iteration 25Q: 3 clusters Score -755672.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -755675.562500 Penalty: 852.731201
	Iteration 26Q: 3 clusters Score -755675.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -755680.250000 Penalty: 852.731201
	Iteration 27Q: 3 clusters Score -755680.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -755682.000000 Penalty: 852.731201
	Iteration 28Q: 3 clusters Score -755682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -755684.062500 Penalty: 852.731201
	Iteration 29Q: 3 clusters Score -755684.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -755687.625000 Penalty: 852.731201
	Iteration 30Q: 3 clusters Score -755687.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -755688.750000 Penalty: 852.731201
	Iteration 31Q: 3 clusters Score -755688.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -755691.187500 Penalty: 852.731201
	Iteration 32Q: 3 clusters Score -755691.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -755693.000000 Penalty: 852.731201
	Iteration 33Q: 3 clusters Score -755693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -755694.625000 Penalty: 852.731201
	Iteration 34Q: 3 clusters Score -755694.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -755696.937500 Penalty: 852.731201
	Iteration 35Q: 3 clusters Score -755696.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -755703.062500 Penalty: 852.731201
	Iteration 36Q: 3 clusters Score -755703.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -755704.812500 Penalty: 852.731201
	Iteration 37Q: 3 clusters Score -755704.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -755707.687500 Penalty: 852.731201
	Iteration 38Q: 3 clusters Score -755707.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -755711.562500 Penalty: 852.731201
	Iteration 39Q: 3 clusters Score -755711.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -755715.062500 Penalty: 852.731201
	Iteration 40F: 3 clusters Score -755715.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -755719.250000 Penalty: 852.731201
	Iteration 41Q: 3 clusters Score -755719.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -755721.375000 Penalty: 852.731201
	Iteration 42Q: 3 clusters Score -755721.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -755724.562500 Penalty: 852.731201
	Iteration 43Q: 3 clusters Score -755724.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -755729.437500 Penalty: 852.731201
	Iteration 44Q: 3 clusters Score -755729.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -755734.500000 Penalty: 852.731201
	Iteration 45Q: 3 clusters Score -755734.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -755736.937500 Penalty: 852.731201
	Iteration 46Q: 3 clusters Score -755736.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -755740.000000 Penalty: 852.731201
	Iteration 47Q: 3 clusters Score -755740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -755742.937500 Penalty: 852.731201
	Iteration 48Q: 3 clusters Score -755742.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -755746.000000 Penalty: 852.731201
	Iteration 49Q: 3 clusters Score -755746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -755746.875000 Penalty: 852.731201
	Iteration 50Q: 3 clusters Score -755746.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -755754.875000 Penalty: 852.731201
	Iteration 51Q: 3 clusters Score -755754.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -755758.687500 Penalty: 852.731201
	Iteration 52Q: 3 clusters Score -755758.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -755757.875000 Penalty: 852.731201
	Iteration 53Q: 3 clusters Score -755757.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -755761.312500 Penalty: 852.731201
	Iteration 54Q: 3 clusters Score -755761.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -755763.687500 Penalty: 852.731201
	Iteration 55Q: 3 clusters Score -755763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -755763.187500 Penalty: 852.731201
	Iteration 56Q: 3 clusters Score -755763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -755764.562500 Penalty: 852.731201
	Iteration 57Q: 3 clusters Score -755764.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -755765.875000 Penalty: 852.731201
	Iteration 58Q: 3 clusters Score -755765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -755768.062500 Penalty: 852.731201
	Iteration 59Q: 3 clusters Score -755768.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -755771.000000 Penalty: 852.731201
	Iteration 60F: 3 clusters Score -755771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -755769.687500 Penalty: 852.731201
	Iteration 61Q: 3 clusters Score -755769.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -755772.125000 Penalty: 852.731201
	Iteration 62Q: 3 clusters Score -755772.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -755774.812500 Penalty: 852.731201
	Iteration 63Q: 3 clusters Score -755774.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -755775.125000 Penalty: 852.731201
	Iteration 64Q: 3 clusters Score -755775.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -755777.562500 Penalty: 852.731201
	Iteration 65Q: 3 clusters Score -755777.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -755777.937500 Penalty: 852.731201
	Iteration 66Q: 3 clusters Score -755777.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -755781.625000 Penalty: 852.731201
	Iteration 67Q: 3 clusters Score -755781.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -755784.562500 Penalty: 852.731201
	Iteration 68Q: 3 clusters Score -755784.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -755787.312500 Penalty: 852.731201
	Iteration 69Q: 3 clusters Score -755787.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -755790.812500 Penalty: 852.731201
	Iteration 70Q: 3 clusters Score -755790.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -755798.125000 Penalty: 852.731201
	Iteration 71Q: 3 clusters Score -755798.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -755810.500000 Penalty: 852.731201
	Iteration 72Q: 3 clusters Score -755810.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -755817.000000 Penalty: 852.731201
	Iteration 73Q: 3 clusters Score -755817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -755828.312500 Penalty: 852.731201
	Iteration 74Q: 3 clusters Score -755828.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -755838.812500 Penalty: 852.731201
	Iteration 75Q: 3 clusters Score -755838.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -755849.750000 Penalty: 852.731201
	Iteration 76Q: 3 clusters Score -755849.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -755863.500000 Penalty: 852.731201
	Iteration 77Q: 3 clusters Score -755863.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -755870.687500 Penalty: 852.731201
	Iteration 78Q: 3 clusters Score -755870.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -755880.562500 Penalty: 852.731201
	Iteration 79Q: 3 clusters Score -755880.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -755890.125000 Penalty: 852.731201
	Iteration 80F: 3 clusters Score -755890.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -755898.812500 Penalty: 852.731201
	Iteration 81Q: 3 clusters Score -755898.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -755903.625000 Penalty: 852.731201
	Iteration 82Q: 3 clusters Score -755903.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -755917.812500 Penalty: 852.731201
	Iteration 83Q: 3 clusters Score -755917.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -755928.000000 Penalty: 852.731201
	Iteration 84Q: 3 clusters Score -755928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -755939.000000 Penalty: 852.731201
	Iteration 85Q: 3 clusters Score -755939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -755954.625000 Penalty: 852.731201
	Iteration 86Q: 3 clusters Score -755954.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -755968.750000 Penalty: 852.731201
	Iteration 87Q: 3 clusters Score -755968.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -755984.625000 Penalty: 852.731201
	Iteration 88Q: 3 clusters Score -755984.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -755998.812500 Penalty: 852.731201
	Iteration 89Q: 3 clusters Score -755998.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -756017.812500 Penalty: 852.731201
	Iteration 90Q: 3 clusters Score -756017.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -756035.125000 Penalty: 852.731201
	Iteration 91Q: 3 clusters Score -756035.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -756062.875000 Penalty: 852.731201
	Iteration 92Q: 3 clusters Score -756062.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -756088.437500 Penalty: 852.731201
	Iteration 93Q: 3 clusters Score -756088.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -756123.125000 Penalty: 852.731201
	Iteration 94Q: 3 clusters Score -756123.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -756147.375000 Penalty: 852.731201
	Iteration 95Q: 3 clusters Score -756147.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -756174.875000 Penalty: 852.731201
	Iteration 96Q: 3 clusters Score -756174.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -756203.250000 Penalty: 852.731201
	Iteration 97Q: 3 clusters Score -756203.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -756238.625000 Penalty: 852.731201
	Iteration 98Q: 3 clusters Score -756238.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -756271.625000 Penalty: 852.731201
	Iteration 99Q: 3 clusters Score -756271.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -756297.625000 Penalty: 852.731201
	Iteration 100F: 3 clusters Score -756297.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -756326.625000 Penalty: 852.731201
	Iteration 101Q: 3 clusters Score -756326.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -756354.562500 Penalty: 852.731201
	Iteration 102Q: 3 clusters Score -756354.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -756375.187500 Penalty: 852.731201
	Iteration 103Q: 3 clusters Score -756375.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -756391.312500 Penalty: 852.731201
	Iteration 104Q: 3 clusters Score -756391.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -756408.750000 Penalty: 852.731201
	Iteration 105Q: 3 clusters Score -756408.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -756430.187500 Penalty: 852.731201
	Iteration 106Q: 3 clusters Score -756430.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -756443.937500 Penalty: 852.731201
	Iteration 107Q: 3 clusters Score -756443.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -756456.000000 Penalty: 852.731201
	Iteration 108Q: 3 clusters Score -756456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -756469.437500 Penalty: 852.731201
	Iteration 109Q: 3 clusters Score -756469.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -756482.750000 Penalty: 852.731201
	Iteration 110Q: 3 clusters Score -756482.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -756498.437500 Penalty: 852.731201
	Iteration 111Q: 3 clusters Score -756498.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -756522.312500 Penalty: 852.731201
	Iteration 112Q: 3 clusters Score -756522.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -756541.562500 Penalty: 852.731201
	Iteration 113Q: 3 clusters Score -756541.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -756566.062500 Penalty: 852.731201
	Iteration 114Q: 3 clusters Score -756566.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -756589.375000 Penalty: 852.731201
	Iteration 115Q: 3 clusters Score -756589.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -756610.125000 Penalty: 852.731201
	Iteration 116Q: 3 clusters Score -756610.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -756623.250000 Penalty: 852.731201
	Iteration 117Q: 3 clusters Score -756623.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -756633.312500 Penalty: 852.731201
	Iteration 118Q: 3 clusters Score -756633.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -756652.562500 Penalty: 852.731201
	Iteration 119Q: 3 clusters Score -756652.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -756666.750000 Penalty: 852.731201
	Iteration 120F: 3 clusters Score -756666.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -756676.687500 Penalty: 852.731201
	Iteration 121Q: 3 clusters Score -756676.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -756684.562500 Penalty: 852.731201
	Iteration 122Q: 3 clusters Score -756684.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -756698.250000 Penalty: 852.731201
	Iteration 123Q: 3 clusters Score -756698.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -756704.812500 Penalty: 852.731201
	Iteration 124Q: 3 clusters Score -756704.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -756712.062500 Penalty: 852.731201
	Iteration 125Q: 3 clusters Score -756712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -756717.562500 Penalty: 852.731201
	Iteration 126Q: 3 clusters Score -756717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -756723.625000 Penalty: 852.731201
	Iteration 127Q: 3 clusters Score -756723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -756727.875000 Penalty: 852.731201
	Iteration 128Q: 3 clusters Score -756727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -756732.187500 Penalty: 852.731201
	Iteration 129Q: 3 clusters Score -756732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -756734.875000 Penalty: 852.731201
	Iteration 130Q: 3 clusters Score -756734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -756737.812500 Penalty: 852.731201
	Iteration 131Q: 3 clusters Score -756737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -756738.562500 Penalty: 852.731201
	Iteration 132Q: 3 clusters Score -756738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -756738.812500 Penalty: 852.731201
	Iteration 133Q: 3 clusters Score -756738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -756739.312500 Penalty: 852.731201
	Iteration 134Q: 3 clusters Score -756739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -756739.875000 Penalty: 852.731201
	Iteration 135Q: 3 clusters Score -756739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -756740.500000 Penalty: 852.731201
	Iteration 136Q: 3 clusters Score -756740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -756740.500000 Penalty: 852.731201
	Iteration 137F: 3 clusters Score -756740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Entering Unmasked Estep 
Score: -4647205.500000 Penalty: 511.451721
	Iteration 0F: 2 clusters Score -4647206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4596019.500000 Penalty: 1022.903442
	Iteration 0F: 3 clusters Score -4596020 nChanged 37026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4618632.000000 Penalty: 1022.903442
	Iteration 1F: 3 clusters Score -4618632 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4619535.500000 Penalty: 1022.903442
	Iteration 2Q: 3 clusters Score -4619536 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4620707.500000 Penalty: 1022.903442
	Iteration 3Q: 3 clusters Score -4620708 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4622531.500000 Penalty: 1022.903442
	Iteration 4Q: 3 clusters Score -4622532 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4625280.500000 Penalty: 1022.903442
	Iteration 5F: 3 clusters Score -4625280 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4629360.000000 Penalty: 1022.903442
	Iteration 6F: 3 clusters Score -4629360 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -4633314.000000 Penalty: 1022.903442
	Iteration 7F: 3 clusters Score -4633314 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -4635303.500000 Penalty: 1022.903442
	Iteration 8F: 3 clusters Score -4635304 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4635970.500000 Penalty: 1022.903442
	Iteration 9Q: 3 clusters Score -4635970 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4636311.500000 Penalty: 1022.903442
	Iteration 10Q: 3 clusters Score -4636312 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4636623.000000 Penalty: 1022.903442
	Iteration 11Q: 3 clusters Score -4636623 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4636918.000000 Penalty: 1022.903442
	Iteration 12Q: 3 clusters Score -4636918 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4637216.500000 Penalty: 1022.903442
	Iteration 13Q: 3 clusters Score -4637216 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4637603.500000 Penalty: 1022.903442
	Iteration 14Q: 3 clusters Score -4637604 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4638014.500000 Penalty: 1022.903442
	Iteration 15Q: 3 clusters Score -4638014 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4638365.500000 Penalty: 1022.903442
	Iteration 16Q: 3 clusters Score -4638366 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4638746.500000 Penalty: 1022.903442
	Iteration 17Q: 3 clusters Score -4638746 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4639157.500000 Penalty: 1022.903442
	Iteration 18Q: 3 clusters Score -4639158 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4639615.500000 Penalty: 1022.903442
	Iteration 19Q: 3 clusters Score -4639616 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4640105.000000 Penalty: 1022.903442
	Iteration 20F: 3 clusters Score -4640105 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4640651.000000 Penalty: 1022.903442
	Iteration 21Q: 3 clusters Score -4640651 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -4641232.000000 Penalty: 1022.903442
	Iteration 22Q: 3 clusters Score -4641232 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4641775.000000 Penalty: 1022.903442
	Iteration 23Q: 3 clusters Score -4641775 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -4642375.000000 Penalty: 1022.903442
	Iteration 24Q: 3 clusters Score -4642375 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4642922.500000 Penalty: 1022.903442
	Iteration 25Q: 3 clusters Score -4642922 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -4643431.000000 Penalty: 1022.903442
	Iteration 26Q: 3 clusters Score -4643431 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -4643959.000000 Penalty: 1022.903442
	Iteration 27Q: 3 clusters Score -4643959 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -4644458.000000 Penalty: 1022.903442
	Iteration 28Q: 3 clusters Score -4644458 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4644923.000000 Penalty: 1022.903442
	Iteration 29Q: 3 clusters Score -4644923 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4645290.000000 Penalty: 1022.903442
	Iteration 30Q: 3 clusters Score -4645290 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -4645567.000000 Penalty: 1022.903442
	Iteration 31Q: 3 clusters Score -4645567 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -4645836.500000 Penalty: 1022.903442
	Iteration 32Q: 3 clusters Score -4645836 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4646087.000000 Penalty: 1022.903442
	Iteration 33Q: 3 clusters Score -4646087 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4646221.000000 Penalty: 1022.903442
	Iteration 34Q: 3 clusters Score -4646221 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4646360.000000 Penalty: 1022.903442
	Iteration 35Q: 3 clusters Score -4646360 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4646490.500000 Penalty: 1022.903442
	Iteration 36Q: 3 clusters Score -4646490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4646599.500000 Penalty: 1022.903442
	Iteration 37Q: 3 clusters Score -4646600 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4646651.500000 Penalty: 1022.903442
	Iteration 38Q: 3 clusters Score -4646652 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4646686.000000 Penalty: 1022.903442
	Iteration 39Q: 3 clusters Score -4646686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4646714.000000 Penalty: 1022.903442
	Iteration 40F: 3 clusters Score -4646714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4646730.000000 Penalty: 1022.903442
	Iteration 41Q: 3 clusters Score -4646730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4646735.000000 Penalty: 1022.903442
	Iteration 42Q: 3 clusters Score -4646735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4646751.500000 Penalty: 1022.903442
	Iteration 43Q: 3 clusters Score -4646752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4646761.500000 Penalty: 1022.903442
	Iteration 44Q: 3 clusters Score -4646762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4646772.500000 Penalty: 1022.903442
	Iteration 45Q: 3 clusters Score -4646772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4646783.000000 Penalty: 1022.903442
	Iteration 46Q: 3 clusters Score -4646783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4646796.000000 Penalty: 1022.903442
	Iteration 47Q: 3 clusters Score -4646796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4646800.000000 Penalty: 1022.903442
	Iteration 48Q: 3 clusters Score -4646800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4646793.000000 Penalty: 1022.903442
	Iteration 49Q: 3 clusters Score -4646793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4646812.000000 Penalty: 1022.903442
	Iteration 50Q: 3 clusters Score -4646812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4646815.000000 Penalty: 1022.903442
	Iteration 51Q: 3 clusters Score -4646815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4646822.500000 Penalty: 1022.903442
	Iteration 52Q: 3 clusters Score -4646822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4646828.500000 Penalty: 1022.903442
	Iteration 53Q: 3 clusters Score -4646828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4646829.000000 Penalty: 1022.903442
	Iteration 54Q: 3 clusters Score -4646829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4646839.000000 Penalty: 1022.903442
	Iteration 55Q: 3 clusters Score -4646839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4646838.000000 Penalty: 1022.903442
	Iteration 56Q: 3 clusters Score -4646838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4646837.500000 Penalty: 1022.903442
	Iteration 57Q: 3 clusters Score -4646838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4646847.000000 Penalty: 1022.903442
	Iteration 58Q: 3 clusters Score -4646847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4646846.000000 Penalty: 1022.903442
	Iteration 59Q: 3 clusters Score -4646846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4646843.000000 Penalty: 1022.903442
	Iteration 60F: 3 clusters Score -4646843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4646844.500000 Penalty: 1022.903442
	Iteration 61Q: 3 clusters Score -4646844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4646843.000000 Penalty: 1022.903442
	Iteration 62Q: 3 clusters Score -4646843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4646844.500000 Penalty: 1022.903442
	Iteration 63Q: 3 clusters Score -4646844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4646845.000000 Penalty: 1022.903442
	Iteration 64Q: 3 clusters Score -4646845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4646843.000000 Penalty: 1022.903442
	Iteration 65Q: 3 clusters Score -4646843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4646846.000000 Penalty: 1022.903442
	Iteration 66Q: 3 clusters Score -4646846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4646850.000000 Penalty: 1022.903442
	Iteration 67Q: 3 clusters Score -4646850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4646850.500000 Penalty: 1022.903442
	Iteration 68Q: 3 clusters Score -4646850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4646855.500000 Penalty: 1022.903442
	Iteration 69Q: 3 clusters Score -4646856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4646854.000000 Penalty: 1022.903442
	Iteration 70Q: 3 clusters Score -4646854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4646856.500000 Penalty: 1022.903442
	Iteration 71Q: 3 clusters Score -4646856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4646857.000000 Penalty: 1022.903442
	Iteration 72Q: 3 clusters Score -4646857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4646857.000000 Penalty: 1022.903442
	Iteration 73F: 3 clusters Score -4646857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -398945.656250 Penalty: 396.654541
	Iteration 0F: 2 clusters Score -398945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -394788.031250 Penalty: 793.309082
	Iteration 0F: 3 clusters Score -394788 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -396303.156250 Penalty: 793.309082
	Iteration 1F: 3 clusters Score -396303.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -396478.437500 Penalty: 793.309082
	Iteration 2F: 3 clusters Score -396478.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -396736.343750 Penalty: 793.309082
	Iteration 3F: 3 clusters Score -396736.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -397119.093750 Penalty: 793.309082
	Iteration 4F: 3 clusters Score -397119.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -397635.968750 Penalty: 793.309082
	Iteration 5F: 3 clusters Score -397636 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -398148.031250 Penalty: 793.309082
	Iteration 6F: 3 clusters Score -398148 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -398436.906250 Penalty: 793.309082
	Iteration 7Q: 3 clusters Score -398436.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -398532.843750 Penalty: 793.309082
	Iteration 8Q: 3 clusters Score -398532.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -398563.625000 Penalty: 793.309082
	Iteration 9Q: 3 clusters Score -398563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -398575.781250 Penalty: 793.309082
	Iteration 10Q: 3 clusters Score -398575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -398579.000000 Penalty: 793.309082
	Iteration 11Q: 3 clusters Score -398579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -398580.437500 Penalty: 793.309082
	Iteration 12Q: 3 clusters Score -398580.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -398580.437500 Penalty: 793.309082
	Iteration 13F: 3 clusters Score -398580.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -218836.906250 Penalty: 373.436798
	Iteration 0F: 2 clusters Score -218836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -216336.171875 Penalty: 746.873596
	Iteration 0F: 3 clusters Score -216336.2 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -217199.703125 Penalty: 746.873596
	Iteration 1F: 3 clusters Score -217199.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -217355.218750 Penalty: 746.873596
	Iteration 2F: 3 clusters Score -217355.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -217507.656250 Penalty: 746.873596
	Iteration 3F: 3 clusters Score -217507.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -217679.531250 Penalty: 746.873596
	Iteration 4F: 3 clusters Score -217679.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -217887.750000 Penalty: 746.873596
	Iteration 5F: 3 clusters Score -217887.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -218071.468750 Penalty: 746.873596
	Iteration 6F: 3 clusters Score -218071.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -218194.015625 Penalty: 746.873596
	Iteration 7F: 3 clusters Score -218194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -218272.875000 Penalty: 746.873596
	Iteration 8Q: 3 clusters Score -218272.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -218330.640625 Penalty: 746.873596
	Iteration 9Q: 3 clusters Score -218330.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -218394.484375 Penalty: 746.873596
	Iteration 10Q: 3 clusters Score -218394.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -218452.890625 Penalty: 746.873596
	Iteration 11Q: 3 clusters Score -218452.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -218497.812500 Penalty: 746.873596
	Iteration 12Q: 3 clusters Score -218497.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -218533.156250 Penalty: 746.873596
	Iteration 13Q: 3 clusters Score -218533.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -218559.437500 Penalty: 746.873596
	Iteration 14Q: 3 clusters Score -218559.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -218585.171875 Penalty: 746.873596
	Iteration 15Q: 3 clusters Score -218585.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -218605.296875 Penalty: 746.873596
	Iteration 16Q: 3 clusters Score -218605.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -218624.546875 Penalty: 746.873596
	Iteration 17Q: 3 clusters Score -218624.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -218644.796875 Penalty: 746.873596
	Iteration 18Q: 3 clusters Score -218644.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -218665.484375 Penalty: 746.873596
	Iteration 19Q: 3 clusters Score -218665.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -218681.671875 Penalty: 746.873596
	Iteration 20F: 3 clusters Score -218681.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -218696.875000 Penalty: 746.873596
	Iteration 21Q: 3 clusters Score -218696.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -218722.578125 Penalty: 746.873596
	Iteration 22Q: 3 clusters Score -218722.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -218748.781250 Penalty: 746.873596
	Iteration 23Q: 3 clusters Score -218748.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -218769.265625 Penalty: 746.873596
	Iteration 24Q: 3 clusters Score -218769.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -218800.375000 Penalty: 746.873596
	Iteration 25Q: 3 clusters Score -218800.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -218820.406250 Penalty: 746.873596
	Iteration 26Q: 3 clusters Score -218820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -218833.421875 Penalty: 746.873596
	Iteration 27Q: 3 clusters Score -218833.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -218840.687500 Penalty: 746.873596
	Iteration 28Q: 3 clusters Score -218840.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -218844.343750 Penalty: 746.873596
	Iteration 29Q: 3 clusters Score -218844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -218846.593750 Penalty: 746.873596
	Iteration 30Q: 3 clusters Score -218846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -218848.203125 Penalty: 746.873596
	Iteration 31Q: 3 clusters Score -218848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -218848.875000 Penalty: 746.873596
	Iteration 32Q: 3 clusters Score -218848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -218849.968750 Penalty: 746.873596
	Iteration 33Q: 3 clusters Score -218850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -218850.625000 Penalty: 746.873596
	Iteration 34Q: 3 clusters Score -218850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -218851.125000 Penalty: 746.873596
	Iteration 35Q: 3 clusters Score -218851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -218851.328125 Penalty: 746.873596
	Iteration 36Q: 3 clusters Score -218851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -218851.328125 Penalty: 746.873596
	Iteration 37F: 3 clusters Score -218851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Entering Unmasked Estep 
Score: -53273836.000000 Penalty: 29938.345703
Splitting cluster 20 changes total score from -53272788.000000 to -53273836.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 21 (82311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Entering Unmasked Estep 
Score: -5120538.000000 Penalty: 514.980835
	Iteration 0F: 2 clusters Score -5120538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -5065329.000000 Penalty: 1029.961670
	Iteration 0F: 3 clusters Score -5065329 nChanged 39882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5090625.500000 Penalty: 1029.961670
	Iteration 1F: 3 clusters Score -5090626 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5092189.500000 Penalty: 1029.961670
	Iteration 2Q: 3 clusters Score -5092190 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5094610.500000 Penalty: 1029.961670
	Iteration 3F: 3 clusters Score -5094610 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -5098355.500000 Penalty: 1029.961670
	Iteration 4F: 3 clusters Score -5098356 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5102825.000000 Penalty: 1029.961670
	Iteration 5F: 3 clusters Score -5102825 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5105677.000000 Penalty: 1029.961670
	Iteration 6F: 3 clusters Score -5105677 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5106666.500000 Penalty: 1029.961670
	Iteration 7Q: 3 clusters Score -5106666 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5107054.500000 Penalty: 1029.961670
	Iteration 8Q: 3 clusters Score -5107054 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5107311.500000 Penalty: 1029.961670
	Iteration 9Q: 3 clusters Score -5107312 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5107566.500000 Penalty: 1029.961670
	Iteration 10Q: 3 clusters Score -5107566 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5107831.000000 Penalty: 1029.961670
	Iteration 11Q: 3 clusters Score -5107831 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5108253.000000 Penalty: 1029.961670
	Iteration 12Q: 3 clusters Score -5108253 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5108688.000000 Penalty: 1029.961670
	Iteration 13Q: 3 clusters Score -5108688 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -5109167.500000 Penalty: 1029.961670
	Iteration 14Q: 3 clusters Score -5109168 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -5109677.500000 Penalty: 1029.961670
	Iteration 15Q: 3 clusters Score -5109678 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5110264.500000 Penalty: 1029.961670
	Iteration 16Q: 3 clusters Score -5110264 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5110941.000000 Penalty: 1029.961670
	Iteration 17Q: 3 clusters Score -5110941 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -5111642.000000 Penalty: 1029.961670
	Iteration 18Q: 3 clusters Score -5111642 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5112376.500000 Penalty: 1029.961670
	Iteration 19Q: 3 clusters Score -5112376 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5113145.500000 Penalty: 1029.961670
	Iteration 20F: 3 clusters Score -5113146 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -5113952.500000 Penalty: 1029.961670
	Iteration 21Q: 3 clusters Score -5113952 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -5114742.500000 Penalty: 1029.961670
	Iteration 22Q: 3 clusters Score -5114742 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5115707.500000 Penalty: 1029.961670
	Iteration 23Q: 3 clusters Score -5115708 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -5116656.500000 Penalty: 1029.961670
	Iteration 24Q: 3 clusters Score -5116656 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5117474.500000 Penalty: 1029.961670
	Iteration 25Q: 3 clusters Score -5117474 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5118203.500000 Penalty: 1029.961670
	Iteration 26Q: 3 clusters Score -5118204 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5118759.500000 Penalty: 1029.961670
	Iteration 27Q: 3 clusters Score -5118760 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5119145.500000 Penalty: 1029.961670
	Iteration 28Q: 3 clusters Score -5119146 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5119449.500000 Penalty: 1029.961670
	Iteration 29Q: 3 clusters Score -5119450 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5119659.000000 Penalty: 1029.961670
	Iteration 30Q: 3 clusters Score -5119659 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5119826.500000 Penalty: 1029.961670
	Iteration 31Q: 3 clusters Score -5119826 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5119932.000000 Penalty: 1029.961670
	Iteration 32Q: 3 clusters Score -5119932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5119988.000000 Penalty: 1029.961670
	Iteration 33Q: 3 clusters Score -5119988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5120056.000000 Penalty: 1029.961670
	Iteration 34Q: 3 clusters Score -5120056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5120094.000000 Penalty: 1029.961670
	Iteration 35Q: 3 clusters Score -5120094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5120115.500000 Penalty: 1029.961670
	Iteration 36Q: 3 clusters Score -5120116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5120125.500000 Penalty: 1029.961670
	Iteration 37Q: 3 clusters Score -5120126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5120134.000000 Penalty: 1029.961670
	Iteration 38Q: 3 clusters Score -5120134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5120136.000000 Penalty: 1029.961670
	Iteration 39Q: 3 clusters Score -5120136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5120147.000000 Penalty: 1029.961670
	Iteration 40F: 3 clusters Score -5120147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5120151.000000 Penalty: 1029.961670
	Iteration 41Q: 3 clusters Score -5120151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5120153.500000 Penalty: 1029.961670
	Iteration 42Q: 3 clusters Score -5120154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5120155.500000 Penalty: 1029.961670
	Iteration 43Q: 3 clusters Score -5120156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5120155.000000 Penalty: 1029.961670
	Iteration 44Q: 3 clusters Score -5120155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5120157.000000 Penalty: 1029.961670
	Iteration 45Q: 3 clusters Score -5120157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5120155.000000 Penalty: 1029.961670
	Iteration 46Q: 3 clusters Score -5120155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5120160.000000 Penalty: 1029.961670
	Iteration 47Q: 3 clusters Score -5120160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5120158.000000 Penalty: 1029.961670
	Iteration 48Q: 3 clusters Score -5120158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5120160.000000 Penalty: 1029.961670
	Iteration 49Q: 3 clusters Score -5120160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5120157.500000 Penalty: 1029.961670
	Iteration 50Q: 3 clusters Score -5120158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5120158.500000 Penalty: 1029.961670
	Iteration 51Q: 3 clusters Score -5120158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5120164.500000 Penalty: 1029.961670
	Iteration 52Q: 3 clusters Score -5120164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5120164.500000 Penalty: 1029.961670
	Iteration 53Q: 3 clusters Score -5120164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5120166.000000 Penalty: 1029.961670
	Iteration 54Q: 3 clusters Score -5120166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5120161.500000 Penalty: 1029.961670
	Iteration 55Q: 3 clusters Score -5120162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5120164.500000 Penalty: 1029.961670
	Iteration 56Q: 3 clusters Score -5120164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5120163.000000 Penalty: 1029.961670
	Iteration 57Q: 3 clusters Score -5120163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5120171.500000 Penalty: 1029.961670
	Iteration 58Q: 3 clusters Score -5120172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5120168.500000 Penalty: 1029.961670
	Iteration 59Q: 3 clusters Score -5120168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5120166.500000 Penalty: 1029.961670
	Iteration 60F: 3 clusters Score -5120166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5120174.000000 Penalty: 1029.961670
	Iteration 61Q: 3 clusters Score -5120174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5120173.000000 Penalty: 1029.961670
	Iteration 62Q: 3 clusters Score -5120173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5120173.500000 Penalty: 1029.961670
	Iteration 63Q: 3 clusters Score -5120174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5120179.000000 Penalty: 1029.961670
	Iteration 64Q: 3 clusters Score -5120179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5120179.000000 Penalty: 1029.961670
	Iteration 65F: 3 clusters Score -5120179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -32584.033203 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -32584.03 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: -32120.464844 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -32120.46 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32223.451172 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -32223.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32247.558594 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -32247.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32256.384766 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -32256.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32262.707031 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -32262.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32269.527344 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -32269.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32274.998047 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -32275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32278.216797 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -32278.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32281.591797 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -32281.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32286.855469 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -32286.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32292.513672 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -32292.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32297.785156 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -32297.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32304.548828 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -32304.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32307.873047 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -32307.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32308.335938 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -32308.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32308.902344 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -32308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32309.253906 Penalty: 554.720032
	Iteration 16Q: 3 clusters Score -32309.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32309.253906 Penalty: 554.720032
	Iteration 17F: 3 clusters Score -32309.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -19818.041016 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -19818.04 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: -19405.140625 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -19405.14 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19753.349609 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -19753.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20025.470703 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -20025.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20327.390625 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -20327.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20459.244141 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -20459.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20498.535156 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -20498.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20501.382812 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -20501.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20504.132812 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -20504.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20505.763672 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -20505.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20505.763672 Penalty: 545.450500
	Iteration 9F: 3 clusters Score -20505.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Entering Unmasked Estep 
Score: -53274180.000000 Penalty: 30562.060547
Splitting cluster 23 changes total score from -53272788.000000 to -53274180.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18074.347656 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18074.35 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18150.484375 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18150.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18174.484375 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18174.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18189.662109 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -18189.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18199.666016 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18199.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18208.460938 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18208.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18216.509766 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18216.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18220.736328 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18220.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18222.917969 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18222.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18226.611328 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18226.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18233.753906 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18233.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18244.339844 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18244.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18257.503906 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18262.753906 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -18262.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18262.753906 Penalty: 513.413574
	Iteration 14F: 3 clusters Score -18262.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -44806.187500 Penalty: 301.575867
	Iteration 0F: 2 clusters Score -44806.19 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 388 members 
Entering Unmasked Estep 
Score: -44159.000000 Penalty: 603.151733
	Iteration 0F: 3 clusters Score -44159 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44469.519531 Penalty: 603.151733
	Iteration 1F: 3 clusters Score -44469.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44582.617188 Penalty: 603.151733
	Iteration 2F: 3 clusters Score -44582.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44640.777344 Penalty: 603.151733
	Iteration 3F: 3 clusters Score -44640.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44670.582031 Penalty: 603.151733
	Iteration 4Q: 3 clusters Score -44670.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44686.066406 Penalty: 603.151733
	Iteration 5Q: 3 clusters Score -44686.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44695.796875 Penalty: 603.151733
	Iteration 6Q: 3 clusters Score -44695.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44704.121094 Penalty: 603.151733
	Iteration 7Q: 3 clusters Score -44704.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44713.781250 Penalty: 603.151733
	Iteration 8Q: 3 clusters Score -44713.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44730.539062 Penalty: 603.151733
	Iteration 9Q: 3 clusters Score -44730.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -44750.730469 Penalty: 603.151733
	Iteration 10Q: 3 clusters Score -44750.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -44757.679688 Penalty: 603.151733
	Iteration 11Q: 3 clusters Score -44757.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44763.410156 Penalty: 603.151733
	Iteration 12Q: 3 clusters Score -44763.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -44764.945312 Penalty: 603.151733
	Iteration 13Q: 3 clusters Score -44764.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -44765.882812 Penalty: 603.151733
	Iteration 14Q: 3 clusters Score -44765.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44770.207031 Penalty: 603.151733
	Iteration 15Q: 3 clusters Score -44770.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44773.972656 Penalty: 603.151733
	Iteration 16Q: 3 clusters Score -44773.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44778.335938 Penalty: 603.151733
	Iteration 17Q: 3 clusters Score -44778.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -44786.699219 Penalty: 603.151733
	Iteration 18Q: 3 clusters Score -44786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -44789.375000 Penalty: 603.151733
	Iteration 19Q: 3 clusters Score -44789.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44794.894531 Penalty: 603.151733
	Iteration 20F: 3 clusters Score -44794.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44795.656250 Penalty: 603.151733
	Iteration 21Q: 3 clusters Score -44795.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44796.156250 Penalty: 603.151733
	Iteration 22Q: 3 clusters Score -44796.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44797.734375 Penalty: 603.151733
	Iteration 23Q: 3 clusters Score -44797.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44798.039062 Penalty: 603.151733
	Iteration 24Q: 3 clusters Score -44798.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44798.207031 Penalty: 603.151733
	Iteration 25Q: 3 clusters Score -44798.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44798.207031 Penalty: 603.151733
	Iteration 26F: 3 clusters Score -44798.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (90757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Entering Unmasked Estep 
Score: -5604800.500000 Penalty: 519.425354
	Iteration 0F: 2 clusters Score -5604800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -5546837.500000 Penalty: 1038.850708
	Iteration 0F: 3 clusters Score -5546838 nChanged 44337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -5574283.500000 Penalty: 1038.850708
	Iteration 1F: 3 clusters Score -5574284 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5575987.000000 Penalty: 1038.850708
	Iteration 2Q: 3 clusters Score -5575987 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5578928.500000 Penalty: 1038.850708
	Iteration 3F: 3 clusters Score -5578928 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5583761.500000 Penalty: 1038.850708
	Iteration 4F: 3 clusters Score -5583762 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5588799.500000 Penalty: 1038.850708
	Iteration 5F: 3 clusters Score -5588800 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -5591351.000000 Penalty: 1038.850708
	Iteration 6F: 3 clusters Score -5591351 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -5591991.500000 Penalty: 1038.850708
	Iteration 7Q: 3 clusters Score -5591992 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5592352.000000 Penalty: 1038.850708
	Iteration 8Q: 3 clusters Score -5592352 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5592775.000000 Penalty: 1038.850708
	Iteration 9Q: 3 clusters Score -5592775 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -5593276.500000 Penalty: 1038.850708
	Iteration 10Q: 3 clusters Score -5593276 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5593791.000000 Penalty: 1038.850708
	Iteration 11Q: 3 clusters Score -5593791 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5594356.500000 Penalty: 1038.850708
	Iteration 12Q: 3 clusters Score -5594356 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5594944.500000 Penalty: 1038.850708
	Iteration 13Q: 3 clusters Score -5594944 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5595485.000000 Penalty: 1038.850708
	Iteration 14Q: 3 clusters Score -5595485 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -5595923.000000 Penalty: 1038.850708
	Iteration 15Q: 3 clusters Score -5595923 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -5596245.500000 Penalty: 1038.850708
	Iteration 16Q: 3 clusters Score -5596246 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5596587.000000 Penalty: 1038.850708
	Iteration 17Q: 3 clusters Score -5596587 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5596961.000000 Penalty: 1038.850708
	Iteration 18Q: 3 clusters Score -5596961 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5597280.500000 Penalty: 1038.850708
	Iteration 19Q: 3 clusters Score -5597280 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5597766.000000 Penalty: 1038.850708
	Iteration 20F: 3 clusters Score -5597766 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -5598113.500000 Penalty: 1038.850708
	Iteration 21Q: 3 clusters Score -5598114 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -5598551.000000 Penalty: 1038.850708
	Iteration 22Q: 3 clusters Score -5598551 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5598820.500000 Penalty: 1038.850708
	Iteration 23Q: 3 clusters Score -5598820 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5599239.500000 Penalty: 1038.850708
	Iteration 24Q: 3 clusters Score -5599240 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -5599634.000000 Penalty: 1038.850708
	Iteration 25Q: 3 clusters Score -5599634 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5600006.000000 Penalty: 1038.850708
	Iteration 26Q: 3 clusters Score -5600006 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -5600309.000000 Penalty: 1038.850708
	Iteration 27Q: 3 clusters Score -5600309 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5600695.500000 Penalty: 1038.850708
	Iteration 28Q: 3 clusters Score -5600696 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -5601064.000000 Penalty: 1038.850708
	Iteration 29Q: 3 clusters Score -5601064 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5601321.500000 Penalty: 1038.850708
	Iteration 30Q: 3 clusters Score -5601322 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5601525.500000 Penalty: 1038.850708
	Iteration 31Q: 3 clusters Score -5601526 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -5601701.000000 Penalty: 1038.850708
	Iteration 32Q: 3 clusters Score -5601701 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -5601758.500000 Penalty: 1038.850708
	Iteration 33Q: 3 clusters Score -5601758 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5601802.000000 Penalty: 1038.850708
	Iteration 34Q: 3 clusters Score -5601802 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -5601879.500000 Penalty: 1038.850708
	Iteration 35Q: 3 clusters Score -5601880 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -5601972.000000 Penalty: 1038.850708
	Iteration 36Q: 3 clusters Score -5601972 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -5602000.000000 Penalty: 1038.850708
	Iteration 37Q: 3 clusters Score -5602000 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -5602029.500000 Penalty: 1038.850708
	Iteration 38Q: 3 clusters Score -5602030 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -5602064.500000 Penalty: 1038.850708
	Iteration 39Q: 3 clusters Score -5602064 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -5602112.500000 Penalty: 1038.850708
	Iteration 40F: 3 clusters Score -5602112 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -5602109.500000 Penalty: 1038.850708
	Iteration 41Q: 3 clusters Score -5602110 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -5602135.000000 Penalty: 1038.850708
	Iteration 42Q: 3 clusters Score -5602135 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -5602120.500000 Penalty: 1038.850708
	Iteration 43Q: 3 clusters Score -5602120 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -5602110.000000 Penalty: 1038.850708
	Iteration 44Q: 3 clusters Score -5602110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -5602123.000000 Penalty: 1038.850708
	Iteration 45Q: 3 clusters Score -5602123 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -5602120.000000 Penalty: 1038.850708
	Iteration 46Q: 3 clusters Score -5602120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -5602113.500000 Penalty: 1038.850708
	Iteration 47Q: 3 clusters Score -5602114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -5602125.500000 Penalty: 1038.850708
	Iteration 48Q: 3 clusters Score -5602126 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -5602130.500000 Penalty: 1038.850708
	Iteration 49Q: 3 clusters Score -5602130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -5602120.000000 Penalty: 1038.850708
	Iteration 50Q: 3 clusters Score -5602120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -5602103.500000 Penalty: 1038.850708
	Iteration 51Q: 3 clusters Score -5602104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -5602103.500000 Penalty: 1038.850708
	Iteration 52Q: 3 clusters Score -5602104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -5602106.000000 Penalty: 1038.850708
	Iteration 53Q: 3 clusters Score -5602106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -5602090.500000 Penalty: 1038.850708
	Iteration 54Q: 3 clusters Score -5602090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -5602090.000000 Penalty: 1038.850708
	Iteration 55Q: 3 clusters Score -5602090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -5602092.500000 Penalty: 1038.850708
	Iteration 56Q: 3 clusters Score -5602092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -5602095.000000 Penalty: 1038.850708
	Iteration 57Q: 3 clusters Score -5602095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -5602100.500000 Penalty: 1038.850708
	Iteration 58Q: 3 clusters Score -5602100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -5602110.500000 Penalty: 1038.850708
	Iteration 59Q: 3 clusters Score -5602110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -5602102.500000 Penalty: 1038.850708
	Iteration 60F: 3 clusters Score -5602102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -5602097.000000 Penalty: 1038.850708
	Iteration 61Q: 3 clusters Score -5602097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -5602103.500000 Penalty: 1038.850708
	Iteration 62Q: 3 clusters Score -5602104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -5602098.000000 Penalty: 1038.850708
	Iteration 63Q: 3 clusters Score -5602098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -5602106.500000 Penalty: 1038.850708
	Iteration 64Q: 3 clusters Score -5602106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -5602103.000000 Penalty: 1038.850708
	Iteration 65Q: 3 clusters Score -5602103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -5602095.000000 Penalty: 1038.850708
	Iteration 66Q: 3 clusters Score -5602095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -5602092.500000 Penalty: 1038.850708
	Iteration 67Q: 3 clusters Score -5602092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -5602084.000000 Penalty: 1038.850708
	Iteration 68Q: 3 clusters Score -5602084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -5602089.500000 Penalty: 1038.850708
	Iteration 69Q: 3 clusters Score -5602090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -5602090.000000 Penalty: 1038.850708
	Iteration 70Q: 3 clusters Score -5602090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -5602093.000000 Penalty: 1038.850708
	Iteration 71Q: 3 clusters Score -5602093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -5602083.500000 Penalty: 1038.850708
	Iteration 72Q: 3 clusters Score -5602084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -5602086.500000 Penalty: 1038.850708
	Iteration 73Q: 3 clusters Score -5602086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -5602085.000000 Penalty: 1038.850708
	Iteration 74Q: 3 clusters Score -5602085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -5602083.500000 Penalty: 1038.850708
	Iteration 75Q: 3 clusters Score -5602084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -5602077.500000 Penalty: 1038.850708
	Iteration 76Q: 3 clusters Score -5602078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -5602077.500000 Penalty: 1038.850708
	Iteration 77Q: 3 clusters Score -5602078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -5602078.500000 Penalty: 1038.850708
	Iteration 78Q: 3 clusters Score -5602078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -5602081.000000 Penalty: 1038.850708
	Iteration 79Q: 3 clusters Score -5602081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -5602082.000000 Penalty: 1038.850708
	Iteration 80F: 3 clusters Score -5602082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -5602083.000000 Penalty: 1038.850708
	Iteration 81Q: 3 clusters Score -5602083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -5602082.000000 Penalty: 1038.850708
	Iteration 82Q: 3 clusters Score -5602082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -5602078.500000 Penalty: 1038.850708
	Iteration 83Q: 3 clusters Score -5602078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -5602076.500000 Penalty: 1038.850708
	Iteration 84Q: 3 clusters Score -5602076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -5602077.500000 Penalty: 1038.850708
	Iteration 85Q: 3 clusters Score -5602078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -5602076.500000 Penalty: 1038.850708
	Iteration 86Q: 3 clusters Score -5602076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -5602076.500000 Penalty: 1038.850708
	Iteration 87F: 3 clusters Score -5602076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -13253.612305 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -13253.61 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: -12940.402344 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -12940.4 nChanged 69
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: -13065.373047 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -13065.37 nChanged 26
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: -13155.143555 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -13155.14 nChanged 12
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: -13200.768555 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -13200.77 nChanged 6
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: -13217.338867 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -13217.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13224.076172 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -13224.08 nChanged 2
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: -13225.516602 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -13225.52 nChanged 2
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: -13229.744141 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -13229.74 nChanged 1
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: -13231.232422 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -13231.23 nChanged 0
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: -13231.232422 Penalty: 496.822296
	Iteration 9F: 3 clusters Score -13231.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17410.056641 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -17410.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17093.587891 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -17093.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17401.158203 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -17401.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17481.941406 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -17481.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17538.427734 Penalty: 520.548340
	Iteration 3Q: 3 clusters Score -17538.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17557.427734 Penalty: 520.548340
	Iteration 4Q: 3 clusters Score -17557.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17580.824219 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -17580.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17600.039062 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -17600.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17602.757812 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -17602.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17606.656250 Penalty: 520.548340
	Iteration 8Q: 3 clusters Score -17606.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17612.330078 Penalty: 520.548340
	Iteration 9Q: 3 clusters Score -17612.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17615.974609 Penalty: 520.548340
	Iteration 10Q: 3 clusters Score -17615.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17615.974609 Penalty: 520.548340
	Iteration 11F: 3 clusters Score -17615.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Entering Unmasked Estep 
Score: -53274016.000000 Penalty: 31185.775391
Splitting cluster 28 changes total score from -53272788.000000 to -53274016.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 29 (3800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Entering Unmasked Estep 
Score: -233678.281250 Penalty: 375.045380
	Iteration 0F: 2 clusters Score -233678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -231094.687500 Penalty: 750.090759
	Iteration 0F: 3 clusters Score -231094.7 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -231987.234375 Penalty: 750.090759
	Iteration 1F: 3 clusters Score -231987.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -232127.484375 Penalty: 750.090759
	Iteration 2F: 3 clusters Score -232127.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -232303.484375 Penalty: 750.090759
	Iteration 3F: 3 clusters Score -232303.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -232543.625000 Penalty: 750.090759
	Iteration 4F: 3 clusters Score -232543.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -232795.484375 Penalty: 750.090759
	Iteration 5F: 3 clusters Score -232795.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -233027.515625 Penalty: 750.090759
	Iteration 6F: 3 clusters Score -233027.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -233166.843750 Penalty: 750.090759
	Iteration 7F: 3 clusters Score -233166.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -233248.828125 Penalty: 750.090759
	Iteration 8Q: 3 clusters Score -233248.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -233294.859375 Penalty: 750.090759
	Iteration 9Q: 3 clusters Score -233294.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -233338.687500 Penalty: 750.090759
	Iteration 10Q: 3 clusters Score -233338.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -233370.468750 Penalty: 750.090759
	Iteration 11Q: 3 clusters Score -233370.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -233403.828125 Penalty: 750.090759
	Iteration 12Q: 3 clusters Score -233403.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -233437.406250 Penalty: 750.090759
	Iteration 13Q: 3 clusters Score -233437.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -233459.984375 Penalty: 750.090759
	Iteration 14Q: 3 clusters Score -233460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -233473.765625 Penalty: 750.090759
	Iteration 15Q: 3 clusters Score -233473.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -233484.515625 Penalty: 750.090759
	Iteration 16Q: 3 clusters Score -233484.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -233490.203125 Penalty: 750.090759
	Iteration 17Q: 3 clusters Score -233490.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -233495.000000 Penalty: 750.090759
	Iteration 18Q: 3 clusters Score -233495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -233497.156250 Penalty: 750.090759
	Iteration 19Q: 3 clusters Score -233497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -233499.234375 Penalty: 750.090759
	Iteration 20F: 3 clusters Score -233499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -233500.406250 Penalty: 750.090759
	Iteration 21Q: 3 clusters Score -233500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -233502.562500 Penalty: 750.090759
	Iteration 22Q: 3 clusters Score -233502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -233503.546875 Penalty: 750.090759
	Iteration 23Q: 3 clusters Score -233503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -233504.421875 Penalty: 750.090759
	Iteration 24Q: 3 clusters Score -233504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -233506.593750 Penalty: 750.090759
	Iteration 25Q: 3 clusters Score -233506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -233507.953125 Penalty: 750.090759
	Iteration 26Q: 3 clusters Score -233508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -233509.015625 Penalty: 750.090759
	Iteration 27Q: 3 clusters Score -233509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -233508.718750 Penalty: 750.090759
	Iteration 28Q: 3 clusters Score -233508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -233508.718750 Penalty: 750.090759
	Iteration 29F: 3 clusters Score -233508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19162.857422 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19162.86 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19265.699219 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19265.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19299.654297 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19299.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19329.312500 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -19329.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19345.744141 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19345.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19358.492188 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19358.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19362.927734 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19362.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19364.089844 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19364.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19366.070312 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19366.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19366.070312 Penalty: 524.632385
	Iteration 9F: 3 clusters Score -19366.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6703.926270 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6703.926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6489.015137 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -6489.015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6532.991211 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -6532.991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6552.746582 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -6552.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6565.489746 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -6565.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6565.489746 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -6565.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -28575.832031 Penalty: 291.437897
	Iteration 0F: 2 clusters Score -28575.83 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 293 members 
Entering Unmasked Estep 
Score: -28174.388672 Penalty: 582.875793
	Iteration 0F: 3 clusters Score -28174.39 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29046.935547 Penalty: 582.875793
	Iteration 1F: 3 clusters Score -29046.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29491.341797 Penalty: 582.875793
	Iteration 2F: 3 clusters Score -29491.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29900.642578 Penalty: 582.875793
	Iteration 3F: 3 clusters Score -29900.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30229.601562 Penalty: 582.875793
	Iteration 4Q: 3 clusters Score -30229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30234.156250 Penalty: 582.875793
	Iteration 5Q: 3 clusters Score -30234.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30231.953125 Penalty: 582.875793
	Iteration 6Q: 3 clusters Score -30231.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30231.953125 Penalty: 582.875793
	Iteration 7F: 3 clusters Score -30231.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Entering Unmasked Estep 
Score: -53275352.000000 Penalty: 31809.492188
Splitting cluster 32 changes total score from -53272788.000000 to -53275352.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 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 227 members 
Entering Unmasked Estep 
Score: -32004.730469 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -32004.73 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32128.365234 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32128.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32151.072266 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32151.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32155.601562 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -32155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32159.500000 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32163.605469 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32163.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32165.355469 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32165.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32167.820312 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32167.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32169.501953 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32175.804688 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32176.859375 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32176.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32176.859375 Penalty: 563.318665
	Iteration 11F: 3 clusters Score -32176.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -77398.250000 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -77398.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -76434.601562 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -76434.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76835.507812 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -76835.51 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -76954.039062 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -76954.04 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77040.203125 Penalty: 650.642395
	Iteration 3F: 3 clusters Score -77040.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77117.210938 Penalty: 650.642395
	Iteration 4Q: 3 clusters Score -77117.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77158.773438 Penalty: 650.642395
	Iteration 5Q: 3 clusters Score -77158.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -77178.789062 Penalty: 650.642395
	Iteration 6Q: 3 clusters Score -77178.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77203.710938 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -77203.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77220.554688 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -77220.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77231.304688 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -77231.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77240.296875 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -77240.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77250.875000 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -77250.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77264.242188 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -77264.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77273.507812 Penalty: 650.642395
	Iteration 13Q: 3 clusters Score -77273.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77279.187500 Penalty: 650.642395
	Iteration 14Q: 3 clusters Score -77279.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77285.328125 Penalty: 650.642395
	Iteration 15Q: 3 clusters Score -77285.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77288.578125 Penalty: 650.642395
	Iteration 16Q: 3 clusters Score -77288.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77293.234375 Penalty: 650.642395
	Iteration 17Q: 3 clusters Score -77293.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77301.843750 Penalty: 650.642395
	Iteration 18Q: 3 clusters Score -77301.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77308.882812 Penalty: 650.642395
	Iteration 19Q: 3 clusters Score -77308.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77312.632812 Penalty: 650.642395
	Iteration 20F: 3 clusters Score -77312.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77315.273438 Penalty: 650.642395
	Iteration 21Q: 3 clusters Score -77315.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77316.468750 Penalty: 650.642395
	Iteration 22Q: 3 clusters Score -77316.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77318.367188 Penalty: 650.642395
	Iteration 23Q: 3 clusters Score -77318.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77321.375000 Penalty: 650.642395
	Iteration 24Q: 3 clusters Score -77321.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77324.007812 Penalty: 650.642395
	Iteration 25Q: 3 clusters Score -77324.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77327.351562 Penalty: 650.642395
	Iteration 26Q: 3 clusters Score -77327.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77330.976562 Penalty: 650.642395
	Iteration 27Q: 3 clusters Score -77330.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77334.648438 Penalty: 650.642395
	Iteration 28Q: 3 clusters Score -77334.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77336.375000 Penalty: 650.642395
	Iteration 29Q: 3 clusters Score -77336.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77342.914062 Penalty: 650.642395
	Iteration 30Q: 3 clusters Score -77342.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77355.296875 Penalty: 650.642395
	Iteration 31Q: 3 clusters Score -77355.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77372.476562 Penalty: 650.642395
	Iteration 32Q: 3 clusters Score -77372.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77391.085938 Penalty: 650.642395
	Iteration 33Q: 3 clusters Score -77391.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77404.218750 Penalty: 650.642395
	Iteration 34Q: 3 clusters Score -77404.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77421.859375 Penalty: 650.642395
	Iteration 35Q: 3 clusters Score -77421.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77434.054688 Penalty: 650.642395
	Iteration 36Q: 3 clusters Score -77434.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77442.632812 Penalty: 650.642395
	Iteration 37Q: 3 clusters Score -77442.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77445.210938 Penalty: 650.642395
	Iteration 38Q: 3 clusters Score -77445.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77446.210938 Penalty: 650.642395
	Iteration 39Q: 3 clusters Score -77446.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77447.351562 Penalty: 650.642395
	Iteration 40F: 3 clusters Score -77447.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77450.835938 Penalty: 650.642395
	Iteration 41Q: 3 clusters Score -77450.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77457.257812 Penalty: 650.642395
	Iteration 42Q: 3 clusters Score -77457.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77465.617188 Penalty: 650.642395
	Iteration 43Q: 3 clusters Score -77465.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77472.976562 Penalty: 650.642395
	Iteration 44Q: 3 clusters Score -77472.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77482.554688 Penalty: 650.642395
	Iteration 45Q: 3 clusters Score -77482.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77492.296875 Penalty: 650.642395
	Iteration 46Q: 3 clusters Score -77492.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77506.554688 Penalty: 650.642395
	Iteration 47Q: 3 clusters Score -77506.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77523.968750 Penalty: 650.642395
	Iteration 48Q: 3 clusters Score -77523.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77556.734375 Penalty: 650.642395
	Iteration 49Q: 3 clusters Score -77556.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77591.781250 Penalty: 650.642395
	Iteration 50Q: 3 clusters Score -77591.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77614.601562 Penalty: 650.642395
	Iteration 51Q: 3 clusters Score -77614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77635.750000 Penalty: 650.642395
	Iteration 52Q: 3 clusters Score -77635.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77655.781250 Penalty: 650.642395
	Iteration 53Q: 3 clusters Score -77655.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77699.304688 Penalty: 650.642395
	Iteration 54Q: 3 clusters Score -77699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77765.718750 Penalty: 650.642395
	Iteration 55Q: 3 clusters Score -77765.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77797.078125 Penalty: 650.642395
	Iteration 56Q: 3 clusters Score -77797.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -77813.335938 Penalty: 650.642395
	Iteration 57Q: 3 clusters Score -77813.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77821.109375 Penalty: 650.642395
	Iteration 58Q: 3 clusters Score -77821.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77830.156250 Penalty: 650.642395
	Iteration 59Q: 3 clusters Score -77830.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77832.921875 Penalty: 650.642395
	Iteration 60F: 3 clusters Score -77832.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 252 members 
Entering Unmasked Estep 
Score: -53275452.000000 Penalty: 32433.207031
Splitting cluster 34 changes total score from -53272788.000000 to -53275452.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -38288.351562 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -38288.35 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: -37711.347656 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -37711.35 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38455.917969 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -38455.92 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -38754.226562 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -38754.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38835.089844 Penalty: 612.414001
	Iteration 3Q: 3 clusters Score -38835.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38910.199219 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -38910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38973.187500 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -38973.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38993.613281 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -38993.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38995.652344 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -38995.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -38996.433594 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -38996.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39000.277344 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -39000.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -39002.738281 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -39002.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -39003.164062 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -39003.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39003.812500 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -39003.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39003.812500 Penalty: 612.414001
	Iteration 13F: 3 clusters Score -39003.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 454 members 
Entering Unmasked Estep 
Score: -53275736.000000 Penalty: 33056.921875
Splitting cluster 35 changes total score from -53272788.000000 to -53275736.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 36 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -127154.421875 Penalty: 347.822052
	Iteration 0F: 2 clusters Score -127154.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125713.695312 Penalty: 695.644104
	Iteration 0F: 3 clusters Score -125713.7 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -126603.250000 Penalty: 695.644104
	Iteration 1F: 3 clusters Score -126603.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -127219.460938 Penalty: 695.644104
	Iteration 2F: 3 clusters Score -127219.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -127603.015625 Penalty: 695.644104
	Iteration 3F: 3 clusters Score -127603 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -127746.523438 Penalty: 695.644104
	Iteration 4F: 3 clusters Score -127746.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -127801.546875 Penalty: 695.644104
	Iteration 5Q: 3 clusters Score -127801.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -127823.046875 Penalty: 695.644104
	Iteration 6Q: 3 clusters Score -127823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -127827.367188 Penalty: 695.644104
	Iteration 7Q: 3 clusters Score -127827.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -127836.343750 Penalty: 695.644104
	Iteration 8Q: 3 clusters Score -127836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -127836.687500 Penalty: 695.644104
	Iteration 9Q: 3 clusters Score -127836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -127843.687500 Penalty: 695.644104
	Iteration 10Q: 3 clusters Score -127843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -127850.937500 Penalty: 695.644104
	Iteration 11Q: 3 clusters Score -127850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -127855.039062 Penalty: 695.644104
	Iteration 12Q: 3 clusters Score -127855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -127855.015625 Penalty: 695.644104
	Iteration 13Q: 3 clusters Score -127855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -127857.921875 Penalty: 695.644104
	Iteration 14Q: 3 clusters Score -127857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -127855.250000 Penalty: 695.644104
	Iteration 15Q: 3 clusters Score -127855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -127857.007812 Penalty: 695.644104
	Iteration 16Q: 3 clusters Score -127857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -127859.656250 Penalty: 695.644104
	Iteration 17Q: 3 clusters Score -127859.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -127855.492188 Penalty: 695.644104
	Iteration 18Q: 3 clusters Score -127855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -127860.632812 Penalty: 695.644104
	Iteration 19Q: 3 clusters Score -127860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -127862.734375 Penalty: 695.644104
	Iteration 20F: 3 clusters Score -127862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -127862.867188 Penalty: 695.644104
	Iteration 21Q: 3 clusters Score -127862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -127860.101562 Penalty: 695.644104
	Iteration 22Q: 3 clusters Score -127860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -127863.171875 Penalty: 695.644104
	Iteration 23Q: 3 clusters Score -127863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -127862.421875 Penalty: 695.644104
	Iteration 24Q: 3 clusters Score -127862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -127862.625000 Penalty: 695.644104
	Iteration 25Q: 3 clusters Score -127862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -127864.625000 Penalty: 695.644104
	Iteration 26Q: 3 clusters Score -127864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -127865.671875 Penalty: 695.644104
	Iteration 27Q: 3 clusters Score -127865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -127868.390625 Penalty: 695.644104
	Iteration 28Q: 3 clusters Score -127868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -127870.570312 Penalty: 695.644104
	Iteration 29Q: 3 clusters Score -127870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -127869.437500 Penalty: 695.644104
	Iteration 30Q: 3 clusters Score -127869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -127871.203125 Penalty: 695.644104
	Iteration 31Q: 3 clusters Score -127871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -127868.546875 Penalty: 695.644104
	Iteration 32Q: 3 clusters Score -127868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -127872.820312 Penalty: 695.644104
	Iteration 33Q: 3 clusters Score -127872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -127873.492188 Penalty: 695.644104
	Iteration 34Q: 3 clusters Score -127873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -127871.718750 Penalty: 695.644104
	Iteration 35Q: 3 clusters Score -127871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -127874.585938 Penalty: 695.644104
	Iteration 36Q: 3 clusters Score -127874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -127871.070312 Penalty: 695.644104
	Iteration 37Q: 3 clusters Score -127871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -127874.328125 Penalty: 695.644104
	Iteration 38Q: 3 clusters Score -127874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -127871.789062 Penalty: 695.644104
	Iteration 39Q: 3 clusters Score -127871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -127874.679688 Penalty: 695.644104
	Iteration 40F: 3 clusters Score -127874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -127870.937500 Penalty: 695.644104
	Iteration 41Q: 3 clusters Score -127870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -127871.851562 Penalty: 695.644104
	Iteration 42Q: 3 clusters Score -127871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -127873.078125 Penalty: 695.644104
	Iteration 43Q: 3 clusters Score -127873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -127872.210938 Penalty: 695.644104
	Iteration 44Q: 3 clusters Score -127872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -127875.164062 Penalty: 695.644104
	Iteration 45Q: 3 clusters Score -127875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -127876.945312 Penalty: 695.644104
	Iteration 46Q: 3 clusters Score -127876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -127891.750000 Penalty: 695.644104
	Iteration 47Q: 3 clusters Score -127891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -127900.187500 Penalty: 695.644104
	Iteration 48Q: 3 clusters Score -127900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -127904.593750 Penalty: 695.644104
	Iteration 49Q: 3 clusters Score -127904.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -127908.093750 Penalty: 695.644104
	Iteration 50Q: 3 clusters Score -127908.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -127910.039062 Penalty: 695.644104
	Iteration 51Q: 3 clusters Score -127910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -127913.148438 Penalty: 695.644104
	Iteration 52Q: 3 clusters Score -127913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -127917.515625 Penalty: 695.644104
	Iteration 53Q: 3 clusters Score -127917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -127918.492188 Penalty: 695.644104
	Iteration 54Q: 3 clusters Score -127918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -127923.781250 Penalty: 695.644104
	Iteration 55Q: 3 clusters Score -127923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -127926.593750 Penalty: 695.644104
	Iteration 56Q: 3 clusters Score -127926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -127928.921875 Penalty: 695.644104
	Iteration 57Q: 3 clusters Score -127928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127933.984375 Penalty: 695.644104
	Iteration 58Q: 3 clusters Score -127934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -127928.789062 Penalty: 695.644104
	Iteration 59Q: 3 clusters Score -127928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -127934.710938 Penalty: 695.644104
	Iteration 60F: 3 clusters Score -127934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -127929.453125 Penalty: 695.644104
	Iteration 61Q: 3 clusters Score -127929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -127934.859375 Penalty: 695.644104
	Iteration 62Q: 3 clusters Score -127934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -127934.828125 Penalty: 695.644104
	Iteration 63Q: 3 clusters Score -127934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -127930.554688 Penalty: 695.644104
	Iteration 64Q: 3 clusters Score -127930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -127933.007812 Penalty: 695.644104
	Iteration 65Q: 3 clusters Score -127933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -127934.531250 Penalty: 695.644104
	Iteration 66Q: 3 clusters Score -127934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -127932.906250 Penalty: 695.644104
	Iteration 67Q: 3 clusters Score -127932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -127931.750000 Penalty: 695.644104
	Iteration 68Q: 3 clusters Score -127931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -127933.835938 Penalty: 695.644104
	Iteration 69Q: 3 clusters Score -127933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -127933.617188 Penalty: 695.644104
	Iteration 70Q: 3 clusters Score -127933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -127933.617188 Penalty: 695.644104
	Iteration 71F: 3 clusters Score -127933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 279 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 454 members 
Mstep: Class 54 contains 1414 members 
Entering Unmasked Estep 
Score: -53276296.000000 Penalty: 33680.636719
Splitting cluster 36 changes total score from -53272788.000000 to -53276296.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 37 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -12562.418945 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -12562.42 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 137 members 
Entering Unmasked Estep 
Score: -12254.292969 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -12254.29 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12465.950195 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -12465.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12585.937500 Penalty: 512.440247
	Iteration 2F: 3 clusters Score -12585.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12638.866211 Penalty: 512.440247
	Iteration 3F: 3 clusters Score -12638.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12685.399414 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -12685.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12709.748047 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -12709.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12719.014648 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -12719.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12725.479492 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -12725.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12741.596680 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -12741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12760.232422 Penalty: 512.440247
	Iteration 9Q: 3 clusters Score -12760.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12764.672852 Penalty: 512.440247
	Iteration 10Q: 3 clusters Score -12764.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12772.627930 Penalty: 512.440247
	Iteration 11Q: 3 clusters Score -12772.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12773.173828 Penalty: 512.440247
	Iteration 12Q: 3 clusters Score -12773.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12773.643555 Penalty: 512.440247
	Iteration 13Q: 3 clusters Score -12773.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12774.281250 Penalty: 512.440247
	Iteration 14Q: 3 clusters Score -12774.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12776.555664 Penalty: 512.440247
	Iteration 15Q: 3 clusters Score -12776.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12777.648438 Penalty: 512.440247
	Iteration 16Q: 3 clusters Score -12777.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12777.648438 Penalty: 512.440247
	Iteration 17F: 3 clusters Score -12777.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 454 members 
Mstep: Class 54 contains 1414 members 
Mstep: Class 55 contains 129 members 
Entering Unmasked Estep 
Score: -53276120.000000 Penalty: 34304.355469
Splitting cluster 37 changes total score from -53272788.000000 to -53276120.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 38 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12561.320312 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12561.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12274.769531 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -12274.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12377.724609 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -12377.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12407.997070 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12425.729492 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -12425.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12431.379883 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12431.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12432.208984 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12432.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12432.208984 Penalty: 485.277405
	Iteration 6F: 3 clusters Score -12432.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -195574.390625 Penalty: 365.693512
	Iteration 0F: 2 clusters Score -195574.4 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 1546 members 
Entering Unmasked Estep 
Score: -193442.953125 Penalty: 731.387024
	Iteration 0F: 3 clusters Score -193443 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -194208.250000 Penalty: 731.387024
	Iteration 1F: 3 clusters Score -194208.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -194350.468750 Penalty: 731.387024
	Iteration 2F: 3 clusters Score -194350.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -194500.234375 Penalty: 731.387024
	Iteration 3F: 3 clusters Score -194500.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -194651.156250 Penalty: 731.387024
	Iteration 4F: 3 clusters Score -194651.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -194780.234375 Penalty: 731.387024
	Iteration 5F: 3 clusters Score -194780.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -194887.781250 Penalty: 731.387024
	Iteration 6Q: 3 clusters Score -194887.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194981.562500 Penalty: 731.387024
	Iteration 7Q: 3 clusters Score -194981.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -195049.671875 Penalty: 731.387024
	Iteration 8Q: 3 clusters Score -195049.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195102.203125 Penalty: 731.387024
	Iteration 9Q: 3 clusters Score -195102.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195144.968750 Penalty: 731.387024
	Iteration 10Q: 3 clusters Score -195145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195175.609375 Penalty: 731.387024
	Iteration 11Q: 3 clusters Score -195175.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -195198.000000 Penalty: 731.387024
	Iteration 12Q: 3 clusters Score -195198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195218.046875 Penalty: 731.387024
	Iteration 13Q: 3 clusters Score -195218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195240.437500 Penalty: 731.387024
	Iteration 14Q: 3 clusters Score -195240.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195269.812500 Penalty: 731.387024
	Iteration 15Q: 3 clusters Score -195269.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -195298.296875 Penalty: 731.387024
	Iteration 16Q: 3 clusters Score -195298.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -195326.609375 Penalty: 731.387024
	Iteration 17Q: 3 clusters Score -195326.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -195344.656250 Penalty: 731.387024
	Iteration 18Q: 3 clusters Score -195344.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -195360.031250 Penalty: 731.387024
	Iteration 19Q: 3 clusters Score -195360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -195369.796875 Penalty: 731.387024
	Iteration 20F: 3 clusters Score -195369.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -195379.906250 Penalty: 731.387024
	Iteration 21Q: 3 clusters Score -195379.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -195395.625000 Penalty: 731.387024
	Iteration 22Q: 3 clusters Score -195395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -195411.500000 Penalty: 731.387024
	Iteration 23Q: 3 clusters Score -195411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -195413.906250 Penalty: 731.387024
	Iteration 24Q: 3 clusters Score -195413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -195415.812500 Penalty: 731.387024
	Iteration 25Q: 3 clusters Score -195415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -195419.000000 Penalty: 731.387024
	Iteration 26Q: 3 clusters Score -195419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -195424.234375 Penalty: 731.387024
	Iteration 27Q: 3 clusters Score -195424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -195430.093750 Penalty: 731.387024
	Iteration 28Q: 3 clusters Score -195430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -195430.406250 Penalty: 731.387024
	Iteration 29Q: 3 clusters Score -195430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -195430.406250 Penalty: 731.387024
	Iteration 30F: 3 clusters Score -195430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -58836.343750 Penalty: 314.166168
	Iteration 0F: 2 clusters Score -58836.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -58049.992188 Penalty: 628.332336
	Iteration 0F: 3 clusters Score -58049.99 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58621.070312 Penalty: 628.332336
	Iteration 1F: 3 clusters Score -58621.07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58864.722656 Penalty: 628.332336
	Iteration 2F: 3 clusters Score -58864.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59078.242188 Penalty: 628.332336
	Iteration 3F: 3 clusters Score -59078.24 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59277.183594 Penalty: 628.332336
	Iteration 4F: 3 clusters Score -59277.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59460.972656 Penalty: 628.332336
	Iteration 5F: 3 clusters Score -59460.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59660.445312 Penalty: 628.332336
	Iteration 6F: 3 clusters Score -59660.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59808.328125 Penalty: 628.332336
	Iteration 7Q: 3 clusters Score -59808.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59866.890625 Penalty: 628.332336
	Iteration 8Q: 3 clusters Score -59866.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59906.832031 Penalty: 628.332336
	Iteration 9Q: 3 clusters Score -59906.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59911.351562 Penalty: 628.332336
	Iteration 10Q: 3 clusters Score -59911.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59914.992188 Penalty: 628.332336
	Iteration 11Q: 3 clusters Score -59914.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59916.152344 Penalty: 628.332336
	Iteration 12Q: 3 clusters Score -59916.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59916.152344 Penalty: 628.332336
	Iteration 13F: 3 clusters Score -59916.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 777 members 
Mstep: Class 41 contains 2037 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 454 members 
Mstep: Class 54 contains 1414 members 
Mstep: Class 55 contains 129 members 
Mstep: Class 56 contains 220 members 
Entering Unmasked Estep 
Score: -53276816.000000 Penalty: 34928.070312
Splitting cluster 40 changes total score from -53272788.000000 to -53276816.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 41 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -124711.789062 Penalty: 346.675140
	Iteration 0F: 2 clusters Score -124711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -123280.523438 Penalty: 693.350281
	Iteration 0F: 3 clusters Score -123280.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -124229.648438 Penalty: 693.350281
	Iteration 1F: 3 clusters Score -124229.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -124868.062500 Penalty: 693.350281
	Iteration 2F: 3 clusters Score -124868.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -125422.390625 Penalty: 693.350281
	Iteration 3F: 3 clusters Score -125422.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -125762.226562 Penalty: 693.350281
	Iteration 4F: 3 clusters Score -125762.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -125975.750000 Penalty: 693.350281
	Iteration 5Q: 3 clusters Score -125975.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -126097.039062 Penalty: 693.350281
	Iteration 6Q: 3 clusters Score -126097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -126119.695312 Penalty: 693.350281
	Iteration 7Q: 3 clusters Score -126119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -126124.820312 Penalty: 693.350281
	Iteration 8Q: 3 clusters Score -126124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -126127.765625 Penalty: 693.350281
	Iteration 9Q: 3 clusters Score -126127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -126129.765625 Penalty: 693.350281
	Iteration 10Q: 3 clusters Score -126129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -126130.242188 Penalty: 693.350281
	Iteration 11Q: 3 clusters Score -126130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -126131.273438 Penalty: 693.350281
	Iteration 12Q: 3 clusters Score -126131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -126131.671875 Penalty: 693.350281
	Iteration 13Q: 3 clusters Score -126131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -126132.921875 Penalty: 693.350281
	Iteration 14Q: 3 clusters Score -126132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -126133.234375 Penalty: 693.350281
	Iteration 15Q: 3 clusters Score -126133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -126133.234375 Penalty: 693.350281
	Iteration 16F: 3 clusters Score -126133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 777 members 
Mstep: Class 41 contains 775 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 370 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 1436 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 3020 members 
Mstep: Class 49 contains 162 members 
Mstep: Class 50 contains 184 members 
Mstep: Class 51 contains 242 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 454 members 
Mstep: Class 54 contains 1414 members 
Mstep: Class 55 contains 129 members 
Mstep: Class 56 contains 220 members 
Mstep: Class 57 contains 1262 members 
Entering Unmasked Estep 
Score: -53277908.000000 Penalty: 35551.785156
Splitting cluster 41 changes total score from -53272788.000000 to -53277908.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 42 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -11783.523438 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -11783.52 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 85 members 
Entering Unmasked Estep 
Score: -11516.382812 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -11516.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11581.752930 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -11581.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11590.401367 Penalty: 466.280701
	Iteration 2Q: 3 clusters Score -11590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11593.376953 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -11593.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11597.859375 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -11597.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11601.731445 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -11601.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11606.002930 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -11606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11609.479492 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -11609.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11621.879883 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -11621.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11630.211914 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -11630.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11635.509766 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -11635.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11642.398438 Penalty: 466.280701
	Iteration 11Q: 3 clusters Score -11642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11644.396484 Penalty: 466.280701
	Iteration 12Q: 3 clusters Score -11644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11644.396484 Penalty: 466.280701
	Iteration 13F: 3 clusters Score -11644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 301 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75374 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 48479 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 92448 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 76168 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 82311 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 90757 members 
Mstep: Class 27 contains 235 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1022 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 675 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 777 members 
Mstep: Class 41 contains 775 members 
Mstep: Class 42 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279080.000000 Penalty: 35551.785156
Iteration 159Q: 58 clusters Score -5.327908e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 303 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 75535 members 
Mstep: Class 6 contains 91945 members 
Mstep: Class 7 contains 48908 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 80408 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 92393 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 78651 members 
Mstep: Class 14 contains 80108 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 31645 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 76212 members 
Mstep: Class 19 contains 5922 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 82234 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 769 members 
Mstep: Class 26 contains 90881 members 
Mstep: Class 27 contains 221 members 
Mstep: Class 28 contains 121 members 
Mstep: Class 29 contains 3818 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 380 members 
Mstep: Class 36 contains 674 members 
Mstep: Class 37 contains 161 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3091 members 
Mstep: Class 40 contains 781 members 
Mstep: Class 41 contains 802 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1431 members 
Mstep: Class 46 contains 349 members 
Mstep: Class 47 contains 1478 members 
Mstep: Class 48 contains 2865 members 
Mstep: Class 49 contains 151 members 
Mstep: Class 50 contains 182 members 
Mstep: Class 51 contains 226 members 
Mstep: Class 52 contains 259 members 
Mstep: Class 53 contains 452 members 
Mstep: Class 54 contains 1384 members 
Mstep: Class 55 contains 125 members 
Mstep: Class 56 contains 224 members 
Mstep: Class 57 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281224.000000 Penalty: 35551.785156
Iteration 160F: 58 clusters Score -5.328122e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 75644 members 
Mstep: Class 6 contains 92268 members 
Mstep: Class 7 contains 49615 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 80004 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 92297 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 78431 members 
Mstep: Class 14 contains 80426 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 31234 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 76197 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 756 members 
Mstep: Class 21 contains 82139 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 91033 members 
Mstep: Class 27 contains 202 members 
Mstep: Class 28 contains 120 members 
Mstep: Class 29 contains 3824 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 394 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 369 members 
Mstep: Class 36 contains 671 members 
Mstep: Class 37 contains 168 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3083 members 
Mstep: Class 40 contains 779 members 
Mstep: Class 41 contains 806 members 
Mstep: Class 42 contains 167 members 
Mstep: Class 43 contains 401 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 1544 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 1473 members 
Mstep: Class 48 contains 2982 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 179 members 
Mstep: Class 51 contains 224 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 457 members 
Mstep: Class 54 contains 1405 members 
Mstep: Class 55 contains 132 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282228.000000 Penalty: 35551.785156
Iteration 161Q: 58 clusters Score -5.328223e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 75812 members 
Mstep: Class 6 contains 92665 members 
Mstep: Class 7 contains 50305 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 79536 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 92191 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 78254 members 
Mstep: Class 14 contains 80710 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 76217 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 82072 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 91075 members 
Mstep: Class 27 contains 187 members 
Mstep: Class 28 contains 119 members 
Mstep: Class 29 contains 3855 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 669 members 
Mstep: Class 37 contains 165 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3081 members 
Mstep: Class 40 contains 780 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 169 members 
Mstep: Class 43 contains 410 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 1602 members 
Mstep: Class 46 contains 341 members 
Mstep: Class 47 contains 1472 members 
Mstep: Class 48 contains 3157 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 174 members 
Mstep: Class 51 contains 217 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 455 members 
Mstep: Class 54 contains 1425 members 
Mstep: Class 55 contains 137 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282572.000000 Penalty: 35551.785156
Iteration 162Q: 58 clusters Score -5.328257e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 75963 members 
Mstep: Class 6 contains 93041 members 
Mstep: Class 7 contains 50917 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 79140 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 92060 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 78107 members 
Mstep: Class 14 contains 80921 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 30504 members 
Mstep: Class 17 contains 11793 members 
Mstep: Class 18 contains 76243 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 840 members 
Mstep: Class 21 contains 82055 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 91142 members 
Mstep: Class 27 contains 174 members 
Mstep: Class 28 contains 117 members 
Mstep: Class 29 contains 3874 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 347 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 161 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3076 members 
Mstep: Class 40 contains 780 members 
Mstep: Class 41 contains 828 members 
Mstep: Class 42 contains 169 members 
Mstep: Class 43 contains 418 members 
Mstep: Class 44 contains 333 members 
Mstep: Class 45 contains 1638 members 
Mstep: Class 46 contains 339 members 
Mstep: Class 47 contains 1469 members 
Mstep: Class 48 contains 3336 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 171 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 459 members 
Mstep: Class 54 contains 1432 members 
Mstep: Class 55 contains 143 members 
Mstep: Class 56 contains 291 members 
Mstep: Class 57 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282364.000000 Penalty: 35551.785156
Iteration 163Q: 58 clusters Score -5.328236e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 76106 members 
Mstep: Class 6 contains 93398 members 
Mstep: Class 7 contains 51543 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 78751 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 91908 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 77948 members 
Mstep: Class 14 contains 81094 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 30157 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 76274 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 82112 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 91217 members 
Mstep: Class 27 contains 160 members 
Mstep: Class 28 contains 117 members 
Mstep: Class 29 contains 3904 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 346 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 155 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 3076 members 
Mstep: Class 40 contains 780 members 
Mstep: Class 41 contains 829 members 
Mstep: Class 42 contains 169 members 
Mstep: Class 43 contains 423 members 
Mstep: Class 44 contains 330 members 
Mstep: Class 45 contains 1668 members 
Mstep: Class 46 contains 336 members 
Mstep: Class 47 contains 1472 members 
Mstep: Class 48 contains 3497 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 462 members 
Mstep: Class 54 contains 1440 members 
Mstep: Class 55 contains 149 members 
Mstep: Class 56 contains 313 members 
Mstep: Class 57 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282080.000000 Penalty: 35551.785156
Iteration 164Q: 58 clusters Score -5.328208e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 76254 members 
Mstep: Class 6 contains 93763 members 
Mstep: Class 7 contains 52051 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 78454 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 91800 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 77847 members 
Mstep: Class 14 contains 81161 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 29834 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 76329 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 896 members 
Mstep: Class 21 contains 82185 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 91312 members 
Mstep: Class 27 contains 145 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 347 members 
Mstep: Class 36 contains 678 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3073 members 
Mstep: Class 40 contains 781 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 169 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 327 members 
Mstep: Class 45 contains 1698 members 
Mstep: Class 46 contains 336 members 
Mstep: Class 47 contains 1471 members 
Mstep: Class 48 contains 3648 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 206 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 455 members 
Mstep: Class 54 contains 1448 members 
Mstep: Class 55 contains 154 members 
Mstep: Class 56 contains 333 members 
Mstep: Class 57 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282220.000000 Penalty: 35551.785156
Iteration 165Q: 58 clusters Score -5.328222e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 76415 members 
Mstep: Class 6 contains 94132 members 
Mstep: Class 7 contains 52519 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 78219 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 91642 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 13 contains 77779 members 
Mstep: Class 14 contains 81167 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 29537 members 
Mstep: Class 17 contains 11846 members 
Mstep: Class 18 contains 76412 members 
Mstep: Class 19 contains 4941 members 
Mstep: Class 20 contains 906 members 
Mstep: Class 21 contains 82319 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 91374 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3945 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1056 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 680 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3073 members 
Mstep: Class 40 contains 781 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 169 members 
Mstep: Class 43 contains 434 members 
Mstep: Class 44 contains 325 members 
Mstep: Class 45 contains 1723 members 
Mstep: Class 46 contains 334 members 
Mstep: Class 47 contains 1468 members 
Mstep: Class 48 contains 3799 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 205 members 
Mstep: Class 52 contains 267 members 
Mstep: Class 53 contains 452 members 
Mstep: Class 54 contains 1450 members 
Mstep: Class 55 contains 160 members 
Mstep: Class 56 contains 345 members 
Mstep: Class 57 contains 1244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282116.000000 Penalty: 35551.785156
Iteration 166Q: 58 clusters Score -5.328212e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 76556 members 
Mstep: Class 6 contains 94579 members 
Mstep: Class 7 contains 52870 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 78019 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 91434 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 77787 members 
Mstep: Class 14 contains 81092 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 29285 members 
Mstep: Class 17 contains 11900 members 
Mstep: Class 18 contains 76517 members 
Mstep: Class 19 contains 4775 members 
Mstep: Class 20 contains 911 members 
Mstep: Class 21 contains 82502 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 91478 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1059 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 684 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3076 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 440 members 
Mstep: Class 44 contains 321 members 
Mstep: Class 45 contains 1745 members 
Mstep: Class 46 contains 334 members 
Mstep: Class 47 contains 1464 members 
Mstep: Class 48 contains 3960 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 204 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1452 members 
Mstep: Class 55 contains 160 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282212.000000 Penalty: 35551.785156
Iteration 167Q: 58 clusters Score -5.328221e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 76689 members 
Mstep: Class 6 contains 95062 members 
Mstep: Class 7 contains 53168 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 77951 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 91240 members 
Mstep: Class 12 contains 668 members 
Mstep: Class 13 contains 77790 members 
Mstep: Class 14 contains 80880 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 29002 members 
Mstep: Class 17 contains 11962 members 
Mstep: Class 18 contains 76647 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 20 contains 918 members 
Mstep: Class 21 contains 82708 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 794 members 
Mstep: Class 26 contains 91543 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3964 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 349 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3077 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 322 members 
Mstep: Class 45 contains 1777 members 
Mstep: Class 46 contains 332 members 
Mstep: Class 47 contains 1462 members 
Mstep: Class 48 contains 4098 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 204 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 448 members 
Mstep: Class 54 contains 1455 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281876.000000 Penalty: 35551.785156
Iteration 168Q: 58 clusters Score -5.328188e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 76798 members 
Mstep: Class 6 contains 95513 members 
Mstep: Class 7 contains 53463 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 78010 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 91018 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 77824 members 
Mstep: Class 14 contains 80579 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 28718 members 
Mstep: Class 17 contains 12011 members 
Mstep: Class 18 contains 76840 members 
Mstep: Class 19 contains 4492 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 82858 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 91600 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3970 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1057 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3076 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 443 members 
Mstep: Class 44 contains 326 members 
Mstep: Class 45 contains 1806 members 
Mstep: Class 46 contains 332 members 
Mstep: Class 47 contains 1461 members 
Mstep: Class 48 contains 4243 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 204 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1458 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281380.000000 Penalty: 35551.785156
Iteration 169Q: 58 clusters Score -5.328138e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 76939 members 
Mstep: Class 6 contains 96039 members 
Mstep: Class 7 contains 53710 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 78196 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 90772 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 77849 members 
Mstep: Class 14 contains 80291 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 28438 members 
Mstep: Class 17 contains 12055 members 
Mstep: Class 18 contains 77072 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 919 members 
Mstep: Class 21 contains 82854 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 91673 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3974 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 397 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1059 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 690 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3073 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 443 members 
Mstep: Class 44 contains 330 members 
Mstep: Class 45 contains 1820 members 
Mstep: Class 46 contains 329 members 
Mstep: Class 47 contains 1461 members 
Mstep: Class 48 contains 4388 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 203 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1457 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281204.000000 Penalty: 35551.785156
Iteration 170Q: 58 clusters Score -5.32812e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 77075 members 
Mstep: Class 6 contains 96589 members 
Mstep: Class 7 contains 53925 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 78510 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 90510 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 77881 members 
Mstep: Class 14 contains 80001 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 28140 members 
Mstep: Class 17 contains 12096 members 
Mstep: Class 18 contains 77342 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 921 members 
Mstep: Class 21 contains 82773 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 91744 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3969 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 399 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1062 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 689 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3072 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 331 members 
Mstep: Class 45 contains 1827 members 
Mstep: Class 46 contains 327 members 
Mstep: Class 47 contains 1459 members 
Mstep: Class 48 contains 4496 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 203 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 1460 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281052.000000 Penalty: 35551.785156
Iteration 171Q: 58 clusters Score -5.328105e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 77216 members 
Mstep: Class 6 contains 97205 members 
Mstep: Class 7 contains 54083 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 78814 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 90194 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 77971 members 
Mstep: Class 14 contains 79830 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 27834 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 77581 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 82569 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 91849 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 400 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1065 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 690 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3075 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 329 members 
Mstep: Class 45 contains 1838 members 
Mstep: Class 46 contains 326 members 
Mstep: Class 47 contains 1457 members 
Mstep: Class 48 contains 4565 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 203 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1463 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281084.000000 Penalty: 35551.785156
Iteration 172Q: 58 clusters Score -5.328108e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 77378 members 
Mstep: Class 6 contains 97848 members 
Mstep: Class 7 contains 54218 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 79105 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 89841 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 78068 members 
Mstep: Class 14 contains 79795 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 27529 members 
Mstep: Class 17 contains 12190 members 
Mstep: Class 18 contains 77787 members 
Mstep: Class 19 contains 4013 members 
Mstep: Class 20 contains 931 members 
Mstep: Class 21 contains 82332 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 91918 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 402 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1065 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 692 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3074 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 331 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 325 members 
Mstep: Class 47 contains 1456 members 
Mstep: Class 48 contains 4636 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 201 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1467 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281004.000000 Penalty: 35551.785156
Iteration 173Q: 58 clusters Score -5.3281e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 77516 members 
Mstep: Class 6 contains 98466 members 
Mstep: Class 7 contains 54369 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 79352 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 89525 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 78170 members 
Mstep: Class 14 contains 79813 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 27260 members 
Mstep: Class 17 contains 12232 members 
Mstep: Class 18 contains 77930 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 82098 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 91979 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3951 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 402 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1064 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3075 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 333 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 322 members 
Mstep: Class 47 contains 1453 members 
Mstep: Class 48 contains 4704 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 199 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1473 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281096.000000 Penalty: 35551.785156
Iteration 174Q: 58 clusters Score -5.32811e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 77689 members 
Mstep: Class 6 contains 98992 members 
Mstep: Class 7 contains 54584 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 79571 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 89199 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 78312 members 
Mstep: Class 14 contains 79814 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 26988 members 
Mstep: Class 17 contains 12282 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 81945 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 92012 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 405 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1065 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 700 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3076 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 331 members 
Mstep: Class 45 contains 1857 members 
Mstep: Class 46 contains 319 members 
Mstep: Class 47 contains 1452 members 
Mstep: Class 48 contains 4746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 197 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1473 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281104.000000 Penalty: 35551.785156
Iteration 175Q: 58 clusters Score -5.32811e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 77901 members 
Mstep: Class 6 contains 99509 members 
Mstep: Class 7 contains 54819 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 79743 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 88860 members 
Mstep: Class 12 contains 850 members 
Mstep: Class 13 contains 78462 members 
Mstep: Class 14 contains 79812 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 26713 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 78121 members 
Mstep: Class 19 contains 3743 members 
Mstep: Class 20 contains 936 members 
Mstep: Class 21 contains 81773 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 92072 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3914 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1063 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3080 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 332 members 
Mstep: Class 45 contains 1863 members 
Mstep: Class 46 contains 315 members 
Mstep: Class 47 contains 1451 members 
Mstep: Class 48 contains 4790 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 195 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1476 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281132.000000 Penalty: 35551.785156
Iteration 176Q: 58 clusters Score -5.328113e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 78132 members 
Mstep: Class 6 contains 99938 members 
Mstep: Class 7 contains 55075 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 79870 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 88597 members 
Mstep: Class 12 contains 862 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 79831 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 78186 members 
Mstep: Class 19 contains 3657 members 
Mstep: Class 20 contains 943 members 
Mstep: Class 21 contains 81575 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 92152 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1064 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3079 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 333 members 
Mstep: Class 45 contains 1875 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 4828 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 194 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1479 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280832.000000 Penalty: 35551.785156
Iteration 177Q: 58 clusters Score -5.328083e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 78374 members 
Mstep: Class 6 contains 100356 members 
Mstep: Class 7 contains 55362 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 79919 members 
Mstep: Class 10 contains 914 members 
Mstep: Class 11 contains 88384 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 78697 members 
Mstep: Class 14 contains 79874 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 26177 members 
Mstep: Class 17 contains 12505 members 
Mstep: Class 18 contains 78213 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 81400 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 92188 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3870 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1064 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3076 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 452 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1887 members 
Mstep: Class 46 contains 315 members 
Mstep: Class 47 contains 1449 members 
Mstep: Class 48 contains 4859 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 190 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 447 members 
Mstep: Class 54 contains 1482 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280576.000000 Penalty: 35551.785156
Iteration 178Q: 58 clusters Score -5.328058e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 78619 members 
Mstep: Class 6 contains 100721 members 
Mstep: Class 7 contains 55673 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 79903 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 88152 members 
Mstep: Class 12 contains 887 members 
Mstep: Class 13 contains 78851 members 
Mstep: Class 14 contains 79975 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 25917 members 
Mstep: Class 17 contains 12606 members 
Mstep: Class 18 contains 78206 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 81245 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 92212 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1066 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 711 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3072 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 453 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 315 members 
Mstep: Class 47 contains 1448 members 
Mstep: Class 48 contains 4898 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 189 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 447 members 
Mstep: Class 54 contains 1486 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280320.000000 Penalty: 35551.785156
Iteration 179Q: 58 clusters Score -5.328032e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 78878 members 
Mstep: Class 6 contains 101031 members 
Mstep: Class 7 contains 56015 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79865 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 87974 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 78955 members 
Mstep: Class 14 contains 80042 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 25636 members 
Mstep: Class 17 contains 12701 members 
Mstep: Class 18 contains 78171 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 81145 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92221 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3806 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1065 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3073 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 457 members 
Mstep: Class 44 contains 339 members 
Mstep: Class 45 contains 1931 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 1444 members 
Mstep: Class 48 contains 4941 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 186 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 447 members 
Mstep: Class 54 contains 1488 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280096.000000 Penalty: 35551.785156
Iteration 180F: 58 clusters Score -5.32801e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 79169 members 
Mstep: Class 6 contains 101286 members 
Mstep: Class 7 contains 56408 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 79820 members 
Mstep: Class 10 contains 902 members 
Mstep: Class 11 contains 87783 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 79027 members 
Mstep: Class 14 contains 80089 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 25361 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 78125 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 21 contains 81054 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92226 members 
Mstep: Class 27 contains 127 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3776 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1065 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 154 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3072 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 1960 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1440 members 
Mstep: Class 48 contains 4980 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1490 members 
Mstep: Class 55 contains 164 members 
Mstep: Class 56 contains 358 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280152.000000 Penalty: 35551.785156
Iteration 181Q: 58 clusters Score -5.328015e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 79500 members 
Mstep: Class 6 contains 101427 members 
Mstep: Class 7 contains 56778 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 79770 members 
Mstep: Class 10 contains 900 members 
Mstep: Class 11 contains 87592 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 79116 members 
Mstep: Class 14 contains 80119 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 25079 members 
Mstep: Class 17 contains 12871 members 
Mstep: Class 18 contains 78086 members 
Mstep: Class 19 contains 3164 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 21 contains 80960 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92277 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3750 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1067 members 
Mstep: Class 35 contains 352 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3068 members 
Mstep: Class 40 contains 778 members 
Mstep: Class 41 contains 823 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 462 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 1993 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1439 members 
Mstep: Class 48 contains 5010 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 1490 members 
Mstep: Class 55 contains 167 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280380.000000 Penalty: 35551.785156
Iteration 182Q: 58 clusters Score -5.328038e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 79891 members 
Mstep: Class 6 contains 101512 members 
Mstep: Class 7 contains 57168 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 79702 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 87389 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 79192 members 
Mstep: Class 14 contains 80164 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 24750 members 
Mstep: Class 17 contains 12938 members 
Mstep: Class 18 contains 78034 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 80875 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92334 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3725 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1069 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3066 members 
Mstep: Class 40 contains 776 members 
Mstep: Class 41 contains 821 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 461 members 
Mstep: Class 44 contains 347 members 
Mstep: Class 45 contains 2030 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1436 members 
Mstep: Class 48 contains 5039 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 1497 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 367 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280348.000000 Penalty: 35551.785156
Iteration 183Q: 58 clusters Score -5.328035e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 80288 members 
Mstep: Class 6 contains 101548 members 
Mstep: Class 7 contains 57611 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79649 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 87129 members 
Mstep: Class 12 contains 950 members 
Mstep: Class 13 contains 79226 members 
Mstep: Class 14 contains 80190 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 24415 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 77992 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 1021 members 
Mstep: Class 21 contains 80793 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92424 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1071 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3065 members 
Mstep: Class 40 contains 776 members 
Mstep: Class 41 contains 820 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 2085 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1436 members 
Mstep: Class 48 contains 5076 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1496 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280448.000000 Penalty: 35551.785156
Iteration 184Q: 58 clusters Score -5.328045e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 80720 members 
Mstep: Class 6 contains 101419 members 
Mstep: Class 7 contains 58092 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79595 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 86914 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 79296 members 
Mstep: Class 14 contains 80185 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 24090 members 
Mstep: Class 17 contains 13121 members 
Mstep: Class 18 contains 77940 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 80722 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92519 members 
Mstep: Class 27 contains 121 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3648 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1074 members 
Mstep: Class 35 contains 350 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 152 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3063 members 
Mstep: Class 40 contains 774 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 2148 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1436 members 
Mstep: Class 48 contains 5108 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1494 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280444.000000 Penalty: 35551.785156
Iteration 185Q: 58 clusters Score -5.328044e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 81197 members 
Mstep: Class 6 contains 101231 members 
Mstep: Class 7 contains 58687 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79534 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 983 members 
Mstep: Class 13 contains 79346 members 
Mstep: Class 14 contains 80167 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 23767 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 77883 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 80627 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92508 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3616 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1076 members 
Mstep: Class 35 contains 349 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 773 members 
Mstep: Class 41 contains 823 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 2222 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5136 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280776.000000 Penalty: 35551.785156
Iteration 186Q: 58 clusters Score -5.328078e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 81674 members 
Mstep: Class 6 contains 101038 members 
Mstep: Class 7 contains 59351 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79428 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86535 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 79384 members 
Mstep: Class 14 contains 80154 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 77798 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 80501 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92527 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3585 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 343 members 
Mstep: Class 45 contains 2293 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5167 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281108.000000 Penalty: 35551.785156
Iteration 187Q: 58 clusters Score -5.328111e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 82181 members 
Mstep: Class 6 contains 100723 members 
Mstep: Class 7 contains 60040 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79301 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86412 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 13 contains 79461 members 
Mstep: Class 14 contains 80185 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 23128 members 
Mstep: Class 17 contains 13452 members 
Mstep: Class 18 contains 77681 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 1082 members 
Mstep: Class 21 contains 80407 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92493 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3548 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 151 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 2365 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5203 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280972.000000 Penalty: 35551.785156
Iteration 188Q: 58 clusters Score -5.328097e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 422 members 
Mstep: Class 5 contains 82704 members 
Mstep: Class 6 contains 100327 members 
Mstep: Class 7 contains 60695 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79165 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86263 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 79535 members 
Mstep: Class 14 contains 80227 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 22803 members 
Mstep: Class 17 contains 13589 members 
Mstep: Class 18 contains 77578 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 1105 members 
Mstep: Class 21 contains 80314 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 92511 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3062 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 2443 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5242 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281016.000000 Penalty: 35551.785156
Iteration 189Q: 58 clusters Score -5.328102e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 83299 members 
Mstep: Class 6 contains 99907 members 
Mstep: Class 7 contains 61376 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79048 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86100 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 79570 members 
Mstep: Class 14 contains 80209 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 22484 members 
Mstep: Class 17 contains 13733 members 
Mstep: Class 18 contains 77466 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 80273 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92489 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3491 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1080 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 342 members 
Mstep: Class 45 contains 2511 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5293 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281144.000000 Penalty: 35551.785156
Iteration 190Q: 58 clusters Score -5.328114e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 83919 members 
Mstep: Class 6 contains 99369 members 
Mstep: Class 7 contains 62128 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78943 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85912 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 79656 members 
Mstep: Class 14 contains 80214 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 22150 members 
Mstep: Class 17 contains 13887 members 
Mstep: Class 18 contains 77343 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1137 members 
Mstep: Class 21 contains 80227 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92433 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3456 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1083 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3061 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 339 members 
Mstep: Class 45 contains 2586 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5352 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 446 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281460.000000 Penalty: 35551.785156
Iteration 191Q: 58 clusters Score -5.328146e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 84542 members 
Mstep: Class 6 contains 98814 members 
Mstep: Class 7 contains 62819 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78879 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85761 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 79727 members 
Mstep: Class 14 contains 80188 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 21812 members 
Mstep: Class 17 contains 14067 members 
Mstep: Class 18 contains 77268 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 1153 members 
Mstep: Class 21 contains 80168 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92349 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3060 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 339 members 
Mstep: Class 45 contains 2651 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5415 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 449 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281700.000000 Penalty: 35551.785156
Iteration 192Q: 58 clusters Score -5.32817e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 85194 members 
Mstep: Class 6 contains 98210 members 
Mstep: Class 7 contains 63534 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78814 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85585 members 
Mstep: Class 12 contains 1097 members 
Mstep: Class 13 contains 79756 members 
Mstep: Class 14 contains 80143 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 21502 members 
Mstep: Class 17 contains 14225 members 
Mstep: Class 18 contains 77210 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 80096 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92295 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3381 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3060 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 338 members 
Mstep: Class 45 contains 2735 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5481 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282188.000000 Penalty: 35551.785156
Iteration 193Q: 58 clusters Score -5.328219e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 85811 members 
Mstep: Class 6 contains 97610 members 
Mstep: Class 7 contains 64224 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78839 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85433 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 79778 members 
Mstep: Class 14 contains 80078 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 21166 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 77200 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 79997 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92214 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3356 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 2833 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5537 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282348.000000 Penalty: 35551.785156
Iteration 194Q: 58 clusters Score -5.328235e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 86518 members 
Mstep: Class 6 contains 96930 members 
Mstep: Class 7 contains 64941 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78868 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85204 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 79814 members 
Mstep: Class 14 contains 80003 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 20800 members 
Mstep: Class 17 contains 14527 members 
Mstep: Class 18 contains 77157 members 
Mstep: Class 19 contains 2111 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 79917 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92185 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 2924 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282460.000000 Penalty: 35551.785156
Iteration 195Q: 58 clusters Score -5.328246e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 87271 members 
Mstep: Class 6 contains 96214 members 
Mstep: Class 7 contains 65679 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78926 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85038 members 
Mstep: Class 12 contains 1123 members 
Mstep: Class 13 contains 79823 members 
Mstep: Class 14 contains 79954 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 20418 members 
Mstep: Class 17 contains 14690 members 
Mstep: Class 18 contains 77106 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 79795 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 92102 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3005 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5623 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282788.000000 Penalty: 35551.785156
Iteration 196Q: 58 clusters Score -5.328279e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 88049 members 
Mstep: Class 6 contains 95412 members 
Mstep: Class 7 contains 66385 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78955 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84945 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 79853 members 
Mstep: Class 14 contains 79918 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 20120 members 
Mstep: Class 17 contains 14840 members 
Mstep: Class 18 contains 77029 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 1259 members 
Mstep: Class 21 contains 79663 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91990 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3088 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5658 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283204.000000 Penalty: 35551.785156
Iteration 197Q: 58 clusters Score -5.32832e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 88863 members 
Mstep: Class 6 contains 94609 members 
Mstep: Class 7 contains 67125 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78930 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84852 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 79875 members 
Mstep: Class 14 contains 79905 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19842 members 
Mstep: Class 17 contains 14992 members 
Mstep: Class 18 contains 76904 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 1271 members 
Mstep: Class 21 contains 79533 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91867 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3248 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3157 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5696 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283608.000000 Penalty: 35551.785156
Iteration 198Q: 58 clusters Score -5.328361e+07 nChanged 5194
Entering ConstructFrom: 
Score: -53283608.000000 Penalty: 35551.785156
Entering ConstructFrom: 
Trying to split cluster 1 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -180899.265625 Penalty: 359.981934
	Iteration 0F: 2 clusters Score -180899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -178985.000000 Penalty: 719.963867
	Iteration 0F: 3 clusters Score -178985 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -179665.515625 Penalty: 719.963867
	Iteration 1F: 3 clusters Score -179665.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -179739.875000 Penalty: 719.963867
	Iteration 2F: 3 clusters Score -179739.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -179805.062500 Penalty: 719.963867
	Iteration 3F: 3 clusters Score -179805.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -179855.578125 Penalty: 719.963867
	Iteration 4Q: 3 clusters Score -179855.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -179892.515625 Penalty: 719.963867
	Iteration 5Q: 3 clusters Score -179892.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179931.562500 Penalty: 719.963867
	Iteration 6Q: 3 clusters Score -179931.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -179970.453125 Penalty: 719.963867
	Iteration 7Q: 3 clusters Score -179970.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -180026.953125 Penalty: 719.963867
	Iteration 8Q: 3 clusters Score -180027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -180092.140625 Penalty: 719.963867
	Iteration 9Q: 3 clusters Score -180092.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -180146.781250 Penalty: 719.963867
	Iteration 10Q: 3 clusters Score -180146.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180191.656250 Penalty: 719.963867
	Iteration 11Q: 3 clusters Score -180191.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -180217.375000 Penalty: 719.963867
	Iteration 12Q: 3 clusters Score -180217.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -180233.656250 Penalty: 719.963867
	Iteration 13Q: 3 clusters Score -180233.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -180249.156250 Penalty: 719.963867
	Iteration 14Q: 3 clusters Score -180249.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -180256.500000 Penalty: 719.963867
	Iteration 15Q: 3 clusters Score -180256.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -180259.015625 Penalty: 719.963867
	Iteration 16Q: 3 clusters Score -180259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -180261.000000 Penalty: 719.963867
	Iteration 17Q: 3 clusters Score -180261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -180262.828125 Penalty: 719.963867
	Iteration 18Q: 3 clusters Score -180262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -180266.828125 Penalty: 719.963867
	Iteration 19Q: 3 clusters Score -180266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -180269.468750 Penalty: 719.963867
	Iteration 20F: 3 clusters Score -180269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -180272.375000 Penalty: 719.963867
	Iteration 21Q: 3 clusters Score -180272.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -180278.000000 Penalty: 719.963867
	Iteration 22Q: 3 clusters Score -180278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -180284.156250 Penalty: 719.963867
	Iteration 23Q: 3 clusters Score -180284.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -180287.531250 Penalty: 719.963867
	Iteration 24Q: 3 clusters Score -180287.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -180289.859375 Penalty: 719.963867
	Iteration 25Q: 3 clusters Score -180289.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -180291.812500 Penalty: 719.963867
	Iteration 26Q: 3 clusters Score -180291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -180293.796875 Penalty: 719.963867
	Iteration 27Q: 3 clusters Score -180293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -180295.562500 Penalty: 719.963867
	Iteration 28Q: 3 clusters Score -180295.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -180297.234375 Penalty: 719.963867
	Iteration 29Q: 3 clusters Score -180297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -180298.500000 Penalty: 719.963867
	Iteration 30Q: 3 clusters Score -180298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -180298.843750 Penalty: 719.963867
	Iteration 31Q: 3 clusters Score -180298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -180298.968750 Penalty: 719.963867
	Iteration 32Q: 3 clusters Score -180299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -180300.109375 Penalty: 719.963867
	Iteration 33Q: 3 clusters Score -180300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -180302.109375 Penalty: 719.963867
	Iteration 34Q: 3 clusters Score -180302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -180303.906250 Penalty: 719.963867
	Iteration 35Q: 3 clusters Score -180303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -180304.750000 Penalty: 719.963867
	Iteration 36Q: 3 clusters Score -180304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -180305.875000 Penalty: 719.963867
	Iteration 37Q: 3 clusters Score -180305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -180305.968750 Penalty: 719.963867
	Iteration 38Q: 3 clusters Score -180306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -180306.578125 Penalty: 719.963867
	Iteration 39Q: 3 clusters Score -180306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -180306.906250 Penalty: 719.963867
	Iteration 40F: 3 clusters Score -180306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -180307.156250 Penalty: 719.963867
	Iteration 41Q: 3 clusters Score -180307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -180307.515625 Penalty: 719.963867
	Iteration 42Q: 3 clusters Score -180307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -180308.562500 Penalty: 719.963867
	Iteration 43Q: 3 clusters Score -180308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -180309.562500 Penalty: 719.963867
	Iteration 44Q: 3 clusters Score -180309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -180309.640625 Penalty: 719.963867
	Iteration 45Q: 3 clusters Score -180309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -180309.906250 Penalty: 719.963867
	Iteration 46Q: 3 clusters Score -180309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -180310.281250 Penalty: 719.963867
	Iteration 47Q: 3 clusters Score -180310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -180310.109375 Penalty: 719.963867
	Iteration 48Q: 3 clusters Score -180310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -180310.296875 Penalty: 719.963867
	Iteration 49Q: 3 clusters Score -180310.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -180310.343750 Penalty: 719.963867
	Iteration 50Q: 3 clusters Score -180310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -180310.343750 Penalty: 719.963867
	Iteration 51F: 3 clusters Score -180310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -8441.788086 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -8441.788 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: -8038.925293 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -8038.925 nChanged 160
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: -8176.209473 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -8176.209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8239.089844 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -8239.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8342.551758 Penalty: 543.616699
	Iteration 3F: 3 clusters Score -8342.552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8414.074219 Penalty: 543.616699
	Iteration 4F: 3 clusters Score -8414.074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8459.630859 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -8459.631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8481.911133 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -8481.911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8491.800781 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -8491.801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8493.450195 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -8493.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8496.436523 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -8496.437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8508.310547 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -8508.311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8511.945312 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -8511.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8512.262695 Penalty: 543.616699
	Iteration 12Q: 3 clusters Score -8512.263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8512.262695 Penalty: 543.616699
	Iteration 13F: 3 clusters Score -8512.263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91737 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 280 members 
Entering Unmasked Estep 
Score: -53283392.000000 Penalty: 36175.500000
Splitting cluster 2 changes total score from -53283608.000000 to -53283392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -73774.835938 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73774.84 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -74140.835938 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74140.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74208.375000 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74208.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -74252.781250 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -74252.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74280.164062 Penalty: 641.797607
	Iteration 4Q: 3 clusters Score -74280.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74297.109375 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -74297.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74316.843750 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -74316.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74332.523438 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -74332.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74341.710938 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74341.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74348.007812 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74348.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74350.687500 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74350.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74354.640625 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74354.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74355.765625 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74355.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74361.820312 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74361.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74367.398438 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74369.984375 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74369.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74372.085938 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74372.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74374.507812 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74374.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74378.492188 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -74378.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74381.398438 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -74381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74387.460938 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -74387.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74390.585938 Penalty: 641.797607
	Iteration 21Q: 3 clusters Score -74390.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74392.640625 Penalty: 641.797607
	Iteration 22Q: 3 clusters Score -74392.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74393.679688 Penalty: 641.797607
	Iteration 23Q: 3 clusters Score -74393.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74394.421875 Penalty: 641.797607
	Iteration 24Q: 3 clusters Score -74394.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74395.171875 Penalty: 641.797607
	Iteration 25Q: 3 clusters Score -74395.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74395.320312 Penalty: 641.797607
	Iteration 26Q: 3 clusters Score -74395.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74396.640625 Penalty: 641.797607
	Iteration 27Q: 3 clusters Score -74396.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74399.164062 Penalty: 641.797607
	Iteration 28Q: 3 clusters Score -74399.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74407.710938 Penalty: 641.797607
	Iteration 29Q: 3 clusters Score -74407.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74415.906250 Penalty: 641.797607
	Iteration 30Q: 3 clusters Score -74415.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74420.218750 Penalty: 641.797607
	Iteration 31Q: 3 clusters Score -74420.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74424.554688 Penalty: 641.797607
	Iteration 32Q: 3 clusters Score -74424.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74433.921875 Penalty: 641.797607
	Iteration 33Q: 3 clusters Score -74433.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74444.929688 Penalty: 641.797607
	Iteration 34Q: 3 clusters Score -74444.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74453.546875 Penalty: 641.797607
	Iteration 35Q: 3 clusters Score -74453.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74462.734375 Penalty: 641.797607
	Iteration 36Q: 3 clusters Score -74462.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74468.320312 Penalty: 641.797607
	Iteration 37Q: 3 clusters Score -74468.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74476.265625 Penalty: 641.797607
	Iteration 38Q: 3 clusters Score -74476.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74479.078125 Penalty: 641.797607
	Iteration 39Q: 3 clusters Score -74479.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74481.062500 Penalty: 641.797607
	Iteration 40F: 3 clusters Score -74481.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74484.148438 Penalty: 641.797607
	Iteration 41Q: 3 clusters Score -74484.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74487.742188 Penalty: 641.797607
	Iteration 42Q: 3 clusters Score -74487.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74491.960938 Penalty: 641.797607
	Iteration 43Q: 3 clusters Score -74491.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74493.031250 Penalty: 641.797607
	Iteration 44Q: 3 clusters Score -74493.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74493.031250 Penalty: 641.797607
	Iteration 45F: 3 clusters Score -74493.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 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: -26229.343750 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26229.34 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26386.576172 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26386.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26413.761719 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26413.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26438.250000 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -26438.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26462.867188 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26462.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26483.574219 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26483.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26499.957031 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26499.96 nChanged 14
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: -26526.230469 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26526.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26568.650391 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26568.65 nChanged 26
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: -26648.718750 Penalty: 550.310913
	Iteration 9F: 3 clusters Score -26648.72 nChanged 15
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: -26689.494141 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26689.49 nChanged 7
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: -26702.228516 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26702.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26708.353516 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -26708.35 nChanged 1
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: -26709.076172 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -26709.08 nChanged 0
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: -26709.076172 Penalty: 550.310913
	Iteration 14F: 3 clusters Score -26709.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 187 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91737 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 236 members 
Entering Unmasked Estep 
Score: -53283380.000000 Penalty: 36175.500000
Splitting cluster 4 changes total score from -53283608.000000 to -53283380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (89682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Entering Unmasked Estep 
Score: -5502246.000000 Penalty: 518.883118
	Iteration 0F: 2 clusters Score -5502246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5442403.500000 Penalty: 1037.766235
	Iteration 0F: 3 clusters Score -5442404 nChanged 43834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -5470076.500000 Penalty: 1037.766235
	Iteration 1F: 3 clusters Score -5470076 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -5471626.000000 Penalty: 1037.766235
	Iteration 2Q: 3 clusters Score -5471626 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -5473903.500000 Penalty: 1037.766235
	Iteration 3F: 3 clusters Score -5473904 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -5477338.500000 Penalty: 1037.766235
	Iteration 4F: 3 clusters Score -5477338 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -5481713.500000 Penalty: 1037.766235
	Iteration 5F: 3 clusters Score -5481714 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -5485689.000000 Penalty: 1037.766235
	Iteration 6F: 3 clusters Score -5485689 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -5487810.500000 Penalty: 1037.766235
	Iteration 7Q: 3 clusters Score -5487810 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -5488744.000000 Penalty: 1037.766235
	Iteration 8Q: 3 clusters Score -5488744 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -5489318.000000 Penalty: 1037.766235
	Iteration 9Q: 3 clusters Score -5489318 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -5489867.000000 Penalty: 1037.766235
	Iteration 10Q: 3 clusters Score -5489867 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -5490450.500000 Penalty: 1037.766235
	Iteration 11Q: 3 clusters Score -5490450 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -5491165.500000 Penalty: 1037.766235
	Iteration 12Q: 3 clusters Score -5491166 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -5491993.000000 Penalty: 1037.766235
	Iteration 13Q: 3 clusters Score -5491993 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -5492869.500000 Penalty: 1037.766235
	Iteration 14Q: 3 clusters Score -5492870 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -5493884.500000 Penalty: 1037.766235
	Iteration 15Q: 3 clusters Score -5493884 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -5494954.000000 Penalty: 1037.766235
	Iteration 16Q: 3 clusters Score -5494954 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -5496082.000000 Penalty: 1037.766235
	Iteration 17Q: 3 clusters Score -5496082 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -5497254.500000 Penalty: 1037.766235
	Iteration 18Q: 3 clusters Score -5497254 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -5498357.000000 Penalty: 1037.766235
	Iteration 19Q: 3 clusters Score -5498357 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -5499245.500000 Penalty: 1037.766235
	Iteration 20F: 3 clusters Score -5499246 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -5499890.000000 Penalty: 1037.766235
	Iteration 21Q: 3 clusters Score -5499890 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -5500315.000000 Penalty: 1037.766235
	Iteration 22Q: 3 clusters Score -5500315 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -5500630.500000 Penalty: 1037.766235
	Iteration 23Q: 3 clusters Score -5500630 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -5500908.000000 Penalty: 1037.766235
	Iteration 24Q: 3 clusters Score -5500908 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -5501133.000000 Penalty: 1037.766235
	Iteration 25Q: 3 clusters Score -5501133 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -5501282.500000 Penalty: 1037.766235
	Iteration 26Q: 3 clusters Score -5501282 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -5501437.500000 Penalty: 1037.766235
	Iteration 27Q: 3 clusters Score -5501438 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -5501567.000000 Penalty: 1037.766235
	Iteration 28Q: 3 clusters Score -5501567 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -5501638.000000 Penalty: 1037.766235
	Iteration 29Q: 3 clusters Score -5501638 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -5501701.500000 Penalty: 1037.766235
	Iteration 30Q: 3 clusters Score -5501702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -5501753.500000 Penalty: 1037.766235
	Iteration 31Q: 3 clusters Score -5501754 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 88649 members 
Entering Unmasked Estep 
Score: -5501762.000000 Penalty: 1037.766235
	Iteration 32Q: 3 clusters Score -5501762 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -5501773.000000 Penalty: 1037.766235
	Iteration 33Q: 3 clusters Score -5501773 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -5501778.500000 Penalty: 1037.766235
	Iteration 34Q: 3 clusters Score -5501778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -5501794.000000 Penalty: 1037.766235
	Iteration 35Q: 3 clusters Score -5501794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -5501802.000000 Penalty: 1037.766235
	Iteration 36Q: 3 clusters Score -5501802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -5501809.000000 Penalty: 1037.766235
	Iteration 37Q: 3 clusters Score -5501809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -5501835.000000 Penalty: 1037.766235
	Iteration 38Q: 3 clusters Score -5501835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -5501858.000000 Penalty: 1037.766235
	Iteration 39Q: 3 clusters Score -5501858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -5501882.500000 Penalty: 1037.766235
	Iteration 40F: 3 clusters Score -5501882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -5501893.000000 Penalty: 1037.766235
	Iteration 41Q: 3 clusters Score -5501893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -5501904.000000 Penalty: 1037.766235
	Iteration 42Q: 3 clusters Score -5501904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -5501903.500000 Penalty: 1037.766235
	Iteration 43Q: 3 clusters Score -5501904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -5501913.500000 Penalty: 1037.766235
	Iteration 44Q: 3 clusters Score -5501914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -5501922.500000 Penalty: 1037.766235
	Iteration 45Q: 3 clusters Score -5501922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -5501927.500000 Penalty: 1037.766235
	Iteration 46Q: 3 clusters Score -5501928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -5501934.500000 Penalty: 1037.766235
	Iteration 47Q: 3 clusters Score -5501934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -5501941.000000 Penalty: 1037.766235
	Iteration 48Q: 3 clusters Score -5501941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -5501943.500000 Penalty: 1037.766235
	Iteration 49Q: 3 clusters Score -5501944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -5501951.000000 Penalty: 1037.766235
	Iteration 50Q: 3 clusters Score -5501951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -5501955.500000 Penalty: 1037.766235
	Iteration 51Q: 3 clusters Score -5501956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -5501956.000000 Penalty: 1037.766235
	Iteration 52Q: 3 clusters Score -5501956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -5501953.000000 Penalty: 1037.766235
	Iteration 53Q: 3 clusters Score -5501953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -5501955.000000 Penalty: 1037.766235
	Iteration 54Q: 3 clusters Score -5501955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -5501958.000000 Penalty: 1037.766235
	Iteration 55Q: 3 clusters Score -5501958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -5501956.000000 Penalty: 1037.766235
	Iteration 56Q: 3 clusters Score -5501956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -5501950.500000 Penalty: 1037.766235
	Iteration 57Q: 3 clusters Score -5501950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -5501958.500000 Penalty: 1037.766235
	Iteration 58Q: 3 clusters Score -5501958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -5501960.500000 Penalty: 1037.766235
	Iteration 59Q: 3 clusters Score -5501960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -5501967.000000 Penalty: 1037.766235
	Iteration 60F: 3 clusters Score -5501967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -5501969.500000 Penalty: 1037.766235
	Iteration 61Q: 3 clusters Score -5501970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -5501969.000000 Penalty: 1037.766235
	Iteration 62Q: 3 clusters Score -5501969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -5501970.000000 Penalty: 1037.766235
	Iteration 63Q: 3 clusters Score -5501970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -5501966.000000 Penalty: 1037.766235
	Iteration 64Q: 3 clusters Score -5501966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -5501964.500000 Penalty: 1037.766235
	Iteration 65Q: 3 clusters Score -5501964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -5501965.500000 Penalty: 1037.766235
	Iteration 66Q: 3 clusters Score -5501966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -5501967.500000 Penalty: 1037.766235
	Iteration 67Q: 3 clusters Score -5501968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -5501971.000000 Penalty: 1037.766235
	Iteration 68Q: 3 clusters Score -5501971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -5501970.000000 Penalty: 1037.766235
	Iteration 69Q: 3 clusters Score -5501970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -5501970.000000 Penalty: 1037.766235
	Iteration 70F: 3 clusters Score -5501970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Entering Unmasked Estep 
Score: -5765688.500000 Penalty: 520.954956
	Iteration 0F: 2 clusters Score -5765688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -5703930.000000 Penalty: 1041.909912
	Iteration 0F: 3 clusters Score -5703930 nChanged 45824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -5732347.000000 Penalty: 1041.909912
	Iteration 1F: 3 clusters Score -5732347 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5734676.500000 Penalty: 1041.909912
	Iteration 2F: 3 clusters Score -5734676 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5738616.000000 Penalty: 1041.909912
	Iteration 3F: 3 clusters Score -5738616 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -5744520.000000 Penalty: 1041.909912
	Iteration 4F: 3 clusters Score -5744520 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -5750232.500000 Penalty: 1041.909912
	Iteration 5F: 3 clusters Score -5750232 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5754159.500000 Penalty: 1041.909912
	Iteration 6F: 3 clusters Score -5754160 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -5756160.000000 Penalty: 1041.909912
	Iteration 7Q: 3 clusters Score -5756160 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5757213.000000 Penalty: 1041.909912
	Iteration 8Q: 3 clusters Score -5757213 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5758111.000000 Penalty: 1041.909912
	Iteration 9Q: 3 clusters Score -5758111 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5758842.000000 Penalty: 1041.909912
	Iteration 10Q: 3 clusters Score -5758842 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -5759642.500000 Penalty: 1041.909912
	Iteration 11Q: 3 clusters Score -5759642 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -5760375.500000 Penalty: 1041.909912
	Iteration 12Q: 3 clusters Score -5760376 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5761105.500000 Penalty: 1041.909912
	Iteration 13Q: 3 clusters Score -5761106 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5761817.000000 Penalty: 1041.909912
	Iteration 14Q: 3 clusters Score -5761817 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5762336.500000 Penalty: 1041.909912
	Iteration 15Q: 3 clusters Score -5762336 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -5762882.000000 Penalty: 1041.909912
	Iteration 16Q: 3 clusters Score -5762882 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5763399.500000 Penalty: 1041.909912
	Iteration 17Q: 3 clusters Score -5763400 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5763866.000000 Penalty: 1041.909912
	Iteration 18Q: 3 clusters Score -5763866 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5764243.500000 Penalty: 1041.909912
	Iteration 19Q: 3 clusters Score -5764244 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5764589.500000 Penalty: 1041.909912
	Iteration 20F: 3 clusters Score -5764590 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5764813.500000 Penalty: 1041.909912
	Iteration 21Q: 3 clusters Score -5764814 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92627 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5764972.500000 Penalty: 1041.909912
	Iteration 22Q: 3 clusters Score -5764972 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92858 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5765091.500000 Penalty: 1041.909912
	Iteration 23Q: 3 clusters Score -5765092 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5765163.000000 Penalty: 1041.909912
	Iteration 24Q: 3 clusters Score -5765163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5765222.500000 Penalty: 1041.909912
	Iteration 25Q: 3 clusters Score -5765222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5765263.500000 Penalty: 1041.909912
	Iteration 26Q: 3 clusters Score -5765264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5765308.000000 Penalty: 1041.909912
	Iteration 27Q: 3 clusters Score -5765308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5765322.500000 Penalty: 1041.909912
	Iteration 28Q: 3 clusters Score -5765322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5765348.500000 Penalty: 1041.909912
	Iteration 29Q: 3 clusters Score -5765348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5765358.500000 Penalty: 1041.909912
	Iteration 30Q: 3 clusters Score -5765358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5765370.500000 Penalty: 1041.909912
	Iteration 31Q: 3 clusters Score -5765370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5765377.500000 Penalty: 1041.909912
	Iteration 32Q: 3 clusters Score -5765378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5765385.000000 Penalty: 1041.909912
	Iteration 33Q: 3 clusters Score -5765385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5765384.500000 Penalty: 1041.909912
	Iteration 34Q: 3 clusters Score -5765384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5765390.500000 Penalty: 1041.909912
	Iteration 35Q: 3 clusters Score -5765390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5765390.500000 Penalty: 1041.909912
	Iteration 36Q: 3 clusters Score -5765390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5765390.000000 Penalty: 1041.909912
	Iteration 37Q: 3 clusters Score -5765390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5765392.500000 Penalty: 1041.909912
	Iteration 38Q: 3 clusters Score -5765392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5765395.500000 Penalty: 1041.909912
	Iteration 39Q: 3 clusters Score -5765396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5765392.000000 Penalty: 1041.909912
	Iteration 40F: 3 clusters Score -5765392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5765392.500000 Penalty: 1041.909912
	Iteration 41Q: 3 clusters Score -5765392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5765392.500000 Penalty: 1041.909912
	Iteration 42Q: 3 clusters Score -5765392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5765392.500000 Penalty: 1041.909912
	Iteration 43F: 3 clusters Score -5765392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Entering Unmasked Estep 
Score: -4286383.500000 Penalty: 506.222809
	Iteration 0F: 2 clusters Score -4286384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4241652.000000 Penalty: 1012.445618
	Iteration 0F: 3 clusters Score -4241652 nChanged 33137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4262081.000000 Penalty: 1012.445618
	Iteration 1F: 3 clusters Score -4262081 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4263161.000000 Penalty: 1012.445618
	Iteration 2Q: 3 clusters Score -4263161 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4264798.500000 Penalty: 1012.445618
	Iteration 3Q: 3 clusters Score -4264798 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4267905.500000 Penalty: 1012.445618
	Iteration 4F: 3 clusters Score -4267906 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4272950.500000 Penalty: 1012.445618
	Iteration 5F: 3 clusters Score -4272950 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4277707.000000 Penalty: 1012.445618
	Iteration 6F: 3 clusters Score -4277707 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4279686.500000 Penalty: 1012.445618
	Iteration 7F: 3 clusters Score -4279686 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4280353.000000 Penalty: 1012.445618
	Iteration 8Q: 3 clusters Score -4280353 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4280657.000000 Penalty: 1012.445618
	Iteration 9Q: 3 clusters Score -4280657 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4280895.000000 Penalty: 1012.445618
	Iteration 10Q: 3 clusters Score -4280895 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4281070.500000 Penalty: 1012.445618
	Iteration 11Q: 3 clusters Score -4281070 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4281170.000000 Penalty: 1012.445618
	Iteration 12Q: 3 clusters Score -4281170 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4281276.500000 Penalty: 1012.445618
	Iteration 13Q: 3 clusters Score -4281276 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4281449.000000 Penalty: 1012.445618
	Iteration 14Q: 3 clusters Score -4281449 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4281654.500000 Penalty: 1012.445618
	Iteration 15Q: 3 clusters Score -4281654 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4281916.000000 Penalty: 1012.445618
	Iteration 16Q: 3 clusters Score -4281916 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4282247.000000 Penalty: 1012.445618
	Iteration 17Q: 3 clusters Score -4282247 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4282647.500000 Penalty: 1012.445618
	Iteration 18Q: 3 clusters Score -4282648 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -4283096.000000 Penalty: 1012.445618
	Iteration 19Q: 3 clusters Score -4283096 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -4283609.000000 Penalty: 1012.445618
	Iteration 20F: 3 clusters Score -4283609 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -4284041.000000 Penalty: 1012.445618
	Iteration 21Q: 3 clusters Score -4284041 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4284434.000000 Penalty: 1012.445618
	Iteration 22Q: 3 clusters Score -4284434 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4284825.500000 Penalty: 1012.445618
	Iteration 23Q: 3 clusters Score -4284826 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4285140.000000 Penalty: 1012.445618
	Iteration 24Q: 3 clusters Score -4285140 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4285443.000000 Penalty: 1012.445618
	Iteration 25Q: 3 clusters Score -4285443 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4285657.500000 Penalty: 1012.445618
	Iteration 26Q: 3 clusters Score -4285658 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4285769.500000 Penalty: 1012.445618
	Iteration 27Q: 3 clusters Score -4285770 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4285840.000000 Penalty: 1012.445618
	Iteration 28Q: 3 clusters Score -4285840 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4285902.000000 Penalty: 1012.445618
	Iteration 29Q: 3 clusters Score -4285902 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4285948.000000 Penalty: 1012.445618
	Iteration 30Q: 3 clusters Score -4285948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4285982.500000 Penalty: 1012.445618
	Iteration 31Q: 3 clusters Score -4285982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4285994.000000 Penalty: 1012.445618
	Iteration 32Q: 3 clusters Score -4285994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4286008.000000 Penalty: 1012.445618
	Iteration 33Q: 3 clusters Score -4286008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4286018.500000 Penalty: 1012.445618
	Iteration 34Q: 3 clusters Score -4286018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4286027.500000 Penalty: 1012.445618
	Iteration 35Q: 3 clusters Score -4286028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4286025.500000 Penalty: 1012.445618
	Iteration 36Q: 3 clusters Score -4286026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4286028.500000 Penalty: 1012.445618
	Iteration 37Q: 3 clusters Score -4286028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4286033.000000 Penalty: 1012.445618
	Iteration 38Q: 3 clusters Score -4286033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4286030.500000 Penalty: 1012.445618
	Iteration 39Q: 3 clusters Score -4286030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4286035.000000 Penalty: 1012.445618
	Iteration 40F: 3 clusters Score -4286035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4286033.500000 Penalty: 1012.445618
	Iteration 41Q: 3 clusters Score -4286034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4286036.500000 Penalty: 1012.445618
	Iteration 42Q: 3 clusters Score -4286036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4286037.000000 Penalty: 1012.445618
	Iteration 43Q: 3 clusters Score -4286037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4286038.500000 Penalty: 1012.445618
	Iteration 44Q: 3 clusters Score -4286038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4286040.500000 Penalty: 1012.445618
	Iteration 45Q: 3 clusters Score -4286040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4286040.500000 Penalty: 1012.445618
	Iteration 46F: 3 clusters Score -4286040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -22983.359375 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -22983.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22544.632812 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22544.63 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22855.628906 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22855.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22963.181641 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22963.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22996.201172 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -22996.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23006.832031 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23006.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23012.242188 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23012.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23019.636719 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23019.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23022.896484 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23025.957031 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23025.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23028.878906 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23028.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23030.923828 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23030.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23035.552734 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23035.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23047.859375 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23047.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23058.341797 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -23058.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23064.261719 Penalty: 547.248108
	Iteration 14Q: 3 clusters Score -23064.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23075.660156 Penalty: 547.248108
	Iteration 15Q: 3 clusters Score -23075.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23084.087891 Penalty: 547.248108
	Iteration 16Q: 3 clusters Score -23084.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23084.167969 Penalty: 547.248108
	Iteration 17Q: 3 clusters Score -23084.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23084.507812 Penalty: 547.248108
	Iteration 18Q: 3 clusters Score -23084.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23084.507812 Penalty: 547.248108
	Iteration 19F: 3 clusters Score -23084.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91737 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 234 members 
Entering Unmasked Estep 
Score: -53283336.000000 Penalty: 36175.500000
Splitting cluster 8 changes total score from -53283608.000000 to -53283336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (78909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Entering Unmasked Estep 
Score: -4861042.000000 Penalty: 513.060303
	Iteration 0F: 2 clusters Score -4861042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4807914.500000 Penalty: 1026.120605
	Iteration 0F: 3 clusters Score -4807914 nChanged 38490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4832574.500000 Penalty: 1026.120605
	Iteration 1F: 3 clusters Score -4832574 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4835336.000000 Penalty: 1026.120605
	Iteration 2F: 3 clusters Score -4835336 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4840197.000000 Penalty: 1026.120605
	Iteration 3F: 3 clusters Score -4840197 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4846518.000000 Penalty: 1026.120605
	Iteration 4F: 3 clusters Score -4846518 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4851134.500000 Penalty: 1026.120605
	Iteration 5F: 3 clusters Score -4851134 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4853172.000000 Penalty: 1026.120605
	Iteration 6Q: 3 clusters Score -4853172 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4854426.500000 Penalty: 1026.120605
	Iteration 7Q: 3 clusters Score -4854426 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4855459.000000 Penalty: 1026.120605
	Iteration 8Q: 3 clusters Score -4855459 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4856413.500000 Penalty: 1026.120605
	Iteration 9Q: 3 clusters Score -4856414 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4857103.000000 Penalty: 1026.120605
	Iteration 10Q: 3 clusters Score -4857103 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4857614.500000 Penalty: 1026.120605
	Iteration 11Q: 3 clusters Score -4857614 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4857928.500000 Penalty: 1026.120605
	Iteration 12Q: 3 clusters Score -4857928 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4858125.000000 Penalty: 1026.120605
	Iteration 13Q: 3 clusters Score -4858125 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4858251.500000 Penalty: 1026.120605
	Iteration 14Q: 3 clusters Score -4858252 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4858328.500000 Penalty: 1026.120605
	Iteration 15Q: 3 clusters Score -4858328 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4858343.000000 Penalty: 1026.120605
	Iteration 16Q: 3 clusters Score -4858343 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4858330.000000 Penalty: 1026.120605
	Iteration 17Q: 3 clusters Score -4858330 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4858355.500000 Penalty: 1026.120605
	Iteration 18Q: 3 clusters Score -4858356 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4858384.500000 Penalty: 1026.120605
	Iteration 19Q: 3 clusters Score -4858384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4858388.500000 Penalty: 1026.120605
	Iteration 20F: 3 clusters Score -4858388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -4858367.500000 Penalty: 1026.120605
	Iteration 21Q: 3 clusters Score -4858368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4858360.000000 Penalty: 1026.120605
	Iteration 22Q: 3 clusters Score -4858360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4858353.000000 Penalty: 1026.120605
	Iteration 23Q: 3 clusters Score -4858353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4858358.000000 Penalty: 1026.120605
	Iteration 24Q: 3 clusters Score -4858358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4858345.500000 Penalty: 1026.120605
	Iteration 25Q: 3 clusters Score -4858346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4858341.500000 Penalty: 1026.120605
	Iteration 26Q: 3 clusters Score -4858342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4858337.500000 Penalty: 1026.120605
	Iteration 27Q: 3 clusters Score -4858338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -4858336.500000 Penalty: 1026.120605
	Iteration 28Q: 3 clusters Score -4858336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4858332.500000 Penalty: 1026.120605
	Iteration 29Q: 3 clusters Score -4858332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4858328.000000 Penalty: 1026.120605
	Iteration 30Q: 3 clusters Score -4858328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4858320.500000 Penalty: 1026.120605
	Iteration 31Q: 3 clusters Score -4858320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4858316.000000 Penalty: 1026.120605
	Iteration 32Q: 3 clusters Score -4858316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4858314.000000 Penalty: 1026.120605
	Iteration 33Q: 3 clusters Score -4858314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4858312.000000 Penalty: 1026.120605
	Iteration 34Q: 3 clusters Score -4858312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4858320.500000 Penalty: 1026.120605
	Iteration 35Q: 3 clusters Score -4858320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4858309.000000 Penalty: 1026.120605
	Iteration 36Q: 3 clusters Score -4858309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4858307.000000 Penalty: 1026.120605
	Iteration 37Q: 3 clusters Score -4858307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4858302.500000 Penalty: 1026.120605
	Iteration 38Q: 3 clusters Score -4858302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4858299.500000 Penalty: 1026.120605
	Iteration 39Q: 3 clusters Score -4858300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4858302.000000 Penalty: 1026.120605
	Iteration 40F: 3 clusters Score -4858302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4858304.500000 Penalty: 1026.120605
	Iteration 41Q: 3 clusters Score -4858304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4858310.000000 Penalty: 1026.120605
	Iteration 42Q: 3 clusters Score -4858310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4858307.000000 Penalty: 1026.120605
	Iteration 43Q: 3 clusters Score -4858307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4858311.000000 Penalty: 1026.120605
	Iteration 44Q: 3 clusters Score -4858311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4858310.500000 Penalty: 1026.120605
	Iteration 45Q: 3 clusters Score -4858310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4858306.500000 Penalty: 1026.120605
	Iteration 46Q: 3 clusters Score -4858306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4858301.500000 Penalty: 1026.120605
	Iteration 47Q: 3 clusters Score -4858302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4858309.000000 Penalty: 1026.120605
	Iteration 48Q: 3 clusters Score -4858309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4858299.000000 Penalty: 1026.120605
	Iteration 49Q: 3 clusters Score -4858299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -4858295.000000 Penalty: 1026.120605
	Iteration 50Q: 3 clusters Score -4858295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4858295.000000 Penalty: 1026.120605
	Iteration 51Q: 3 clusters Score -4858295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4858297.000000 Penalty: 1026.120605
	Iteration 52Q: 3 clusters Score -4858297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4858292.000000 Penalty: 1026.120605
	Iteration 53Q: 3 clusters Score -4858292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4858291.000000 Penalty: 1026.120605
	Iteration 54Q: 3 clusters Score -4858291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4858292.500000 Penalty: 1026.120605
	Iteration 55Q: 3 clusters Score -4858292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4858289.000000 Penalty: 1026.120605
	Iteration 56Q: 3 clusters Score -4858289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4858290.000000 Penalty: 1026.120605
	Iteration 57Q: 3 clusters Score -4858290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4858290.500000 Penalty: 1026.120605
	Iteration 58Q: 3 clusters Score -4858290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4858287.000000 Penalty: 1026.120605
	Iteration 59Q: 3 clusters Score -4858287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4858285.500000 Penalty: 1026.120605
	Iteration 60F: 3 clusters Score -4858286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4858284.000000 Penalty: 1026.120605
	Iteration 61Q: 3 clusters Score -4858284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4858283.000000 Penalty: 1026.120605
	Iteration 62Q: 3 clusters Score -4858283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4858282.500000 Penalty: 1026.120605
	Iteration 63Q: 3 clusters Score -4858282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4858278.500000 Penalty: 1026.120605
	Iteration 64Q: 3 clusters Score -4858278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4858277.500000 Penalty: 1026.120605
	Iteration 65Q: 3 clusters Score -4858278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -4858279.500000 Penalty: 1026.120605
	Iteration 66Q: 3 clusters Score -4858280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4858276.500000 Penalty: 1026.120605
	Iteration 67Q: 3 clusters Score -4858276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4858274.500000 Penalty: 1026.120605
	Iteration 68Q: 3 clusters Score -4858274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4858278.000000 Penalty: 1026.120605
	Iteration 69Q: 3 clusters Score -4858278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4858273.500000 Penalty: 1026.120605
	Iteration 70Q: 3 clusters Score -4858274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4858271.000000 Penalty: 1026.120605
	Iteration 71Q: 3 clusters Score -4858271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4858275.500000 Penalty: 1026.120605
	Iteration 72Q: 3 clusters Score -4858276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4858272.000000 Penalty: 1026.120605
	Iteration 73Q: 3 clusters Score -4858272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4858275.000000 Penalty: 1026.120605
	Iteration 74Q: 3 clusters Score -4858275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4858276.500000 Penalty: 1026.120605
	Iteration 75Q: 3 clusters Score -4858276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4858276.500000 Penalty: 1026.120605
	Iteration 76F: 3 clusters Score -4858276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55632.738281 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55632.74 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -55910.453125 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -55910.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -56028.847656 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -56028.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -56106.929688 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -56106.93 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56152.656250 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -56152.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -56176.121094 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -56176.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56190.277344 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -56190.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56200.863281 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56200.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56212.675781 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56212.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56218.582031 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56218.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -56221.625000 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -56221.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -56223.996094 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -56224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56226.007812 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -56226.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56228.308594 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -56228.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -56231.996094 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -56232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -56239.179688 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -56239.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56243.511719 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -56243.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -56250.390625 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -56250.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56260.734375 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -56260.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -56273.429688 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -56273.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -56290.046875 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -56290.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56347.460938 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -56347.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -56381.605469 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -56381.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56390.128906 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -56390.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -56393.527344 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -56393.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56395.617188 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -56395.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56396.417969 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -56396.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56397.253906 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -56397.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56397.398438 Penalty: 618.612549
	Iteration 28Q: 3 clusters Score -56397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56397.398438 Penalty: 618.612549
	Iteration 29F: 3 clusters Score -56397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91737 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 601 members 
Entering Unmasked Estep 
Score: -53283336.000000 Penalty: 36175.500000
Splitting cluster 10 changes total score from -53283608.000000 to -53283336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (84716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Entering Unmasked Estep 
Score: -5278392.000000 Penalty: 516.291260
	Iteration 0F: 2 clusters Score -5278392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -5222796.000000 Penalty: 1032.582520
	Iteration 0F: 3 clusters Score -5222796 nChanged 41535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5248650.000000 Penalty: 1032.582520
	Iteration 1F: 3 clusters Score -5248650 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5250794.000000 Penalty: 1032.582520
	Iteration 2Q: 3 clusters Score -5250794 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5254445.500000 Penalty: 1032.582520
	Iteration 3F: 3 clusters Score -5254446 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5259591.500000 Penalty: 1032.582520
	Iteration 4F: 3 clusters Score -5259592 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5264026.000000 Penalty: 1032.582520
	Iteration 5F: 3 clusters Score -5264026 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5265762.000000 Penalty: 1032.582520
	Iteration 6F: 3 clusters Score -5265762 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5266308.500000 Penalty: 1032.582520
	Iteration 7Q: 3 clusters Score -5266308 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5266622.000000 Penalty: 1032.582520
	Iteration 8Q: 3 clusters Score -5266622 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5266849.000000 Penalty: 1032.582520
	Iteration 9Q: 3 clusters Score -5266849 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5267087.500000 Penalty: 1032.582520
	Iteration 10Q: 3 clusters Score -5267088 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5267369.500000 Penalty: 1032.582520
	Iteration 11Q: 3 clusters Score -5267370 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5267628.500000 Penalty: 1032.582520
	Iteration 12Q: 3 clusters Score -5267628 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5267872.000000 Penalty: 1032.582520
	Iteration 13Q: 3 clusters Score -5267872 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5268143.500000 Penalty: 1032.582520
	Iteration 14Q: 3 clusters Score -5268144 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -5268526.500000 Penalty: 1032.582520
	Iteration 15Q: 3 clusters Score -5268526 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -5268850.000000 Penalty: 1032.582520
	Iteration 16Q: 3 clusters Score -5268850 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5269252.000000 Penalty: 1032.582520
	Iteration 17Q: 3 clusters Score -5269252 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5269690.500000 Penalty: 1032.582520
	Iteration 18Q: 3 clusters Score -5269690 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5270093.500000 Penalty: 1032.582520
	Iteration 19Q: 3 clusters Score -5270094 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5270571.000000 Penalty: 1032.582520
	Iteration 20F: 3 clusters Score -5270571 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5270997.000000 Penalty: 1032.582520
	Iteration 21Q: 3 clusters Score -5270997 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5271453.500000 Penalty: 1032.582520
	Iteration 22Q: 3 clusters Score -5271454 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5271869.500000 Penalty: 1032.582520
	Iteration 23Q: 3 clusters Score -5271870 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5272211.500000 Penalty: 1032.582520
	Iteration 24Q: 3 clusters Score -5272212 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5272459.500000 Penalty: 1032.582520
	Iteration 25Q: 3 clusters Score -5272460 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5272644.500000 Penalty: 1032.582520
	Iteration 26Q: 3 clusters Score -5272644 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -5272831.500000 Penalty: 1032.582520
	Iteration 27Q: 3 clusters Score -5272832 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5272942.500000 Penalty: 1032.582520
	Iteration 28Q: 3 clusters Score -5272942 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5273060.500000 Penalty: 1032.582520
	Iteration 29Q: 3 clusters Score -5273060 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5273104.500000 Penalty: 1032.582520
	Iteration 30Q: 3 clusters Score -5273104 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -5273169.000000 Penalty: 1032.582520
	Iteration 31Q: 3 clusters Score -5273169 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5273213.000000 Penalty: 1032.582520
	Iteration 32Q: 3 clusters Score -5273213 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5273279.500000 Penalty: 1032.582520
	Iteration 33Q: 3 clusters Score -5273280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5273297.500000 Penalty: 1032.582520
	Iteration 34Q: 3 clusters Score -5273298 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5273327.000000 Penalty: 1032.582520
	Iteration 35Q: 3 clusters Score -5273327 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -5273347.500000 Penalty: 1032.582520
	Iteration 36Q: 3 clusters Score -5273348 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5273355.500000 Penalty: 1032.582520
	Iteration 37Q: 3 clusters Score -5273356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5273343.000000 Penalty: 1032.582520
	Iteration 38Q: 3 clusters Score -5273343 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5273353.500000 Penalty: 1032.582520
	Iteration 39Q: 3 clusters Score -5273354 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5273364.000000 Penalty: 1032.582520
	Iteration 40F: 3 clusters Score -5273364 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5273370.000000 Penalty: 1032.582520
	Iteration 41Q: 3 clusters Score -5273370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5273371.500000 Penalty: 1032.582520
	Iteration 42Q: 3 clusters Score -5273372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5273381.500000 Penalty: 1032.582520
	Iteration 43Q: 3 clusters Score -5273382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5273403.000000 Penalty: 1032.582520
	Iteration 44Q: 3 clusters Score -5273403 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5273394.500000 Penalty: 1032.582520
	Iteration 45Q: 3 clusters Score -5273394 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5273407.500000 Penalty: 1032.582520
	Iteration 46Q: 3 clusters Score -5273408 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5273401.500000 Penalty: 1032.582520
	Iteration 47Q: 3 clusters Score -5273402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5273427.000000 Penalty: 1032.582520
	Iteration 48Q: 3 clusters Score -5273427 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5273425.500000 Penalty: 1032.582520
	Iteration 49Q: 3 clusters Score -5273426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5273429.000000 Penalty: 1032.582520
	Iteration 50Q: 3 clusters Score -5273429 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -5273441.500000 Penalty: 1032.582520
	Iteration 51Q: 3 clusters Score -5273442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5273445.500000 Penalty: 1032.582520
	Iteration 52Q: 3 clusters Score -5273446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5273469.500000 Penalty: 1032.582520
	Iteration 53Q: 3 clusters Score -5273470 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5273458.000000 Penalty: 1032.582520
	Iteration 54Q: 3 clusters Score -5273458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5273468.000000 Penalty: 1032.582520
	Iteration 55Q: 3 clusters Score -5273468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5273457.500000 Penalty: 1032.582520
	Iteration 56Q: 3 clusters Score -5273458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5273463.000000 Penalty: 1032.582520
	Iteration 57Q: 3 clusters Score -5273463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5273467.000000 Penalty: 1032.582520
	Iteration 58Q: 3 clusters Score -5273467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5273467.500000 Penalty: 1032.582520
	Iteration 59Q: 3 clusters Score -5273468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5273462.500000 Penalty: 1032.582520
	Iteration 60F: 3 clusters Score -5273462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -5273466.500000 Penalty: 1032.582520
	Iteration 61Q: 3 clusters Score -5273466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5273481.000000 Penalty: 1032.582520
	Iteration 62Q: 3 clusters Score -5273481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5273499.500000 Penalty: 1032.582520
	Iteration 63Q: 3 clusters Score -5273500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5273502.500000 Penalty: 1032.582520
	Iteration 64Q: 3 clusters Score -5273502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5273518.500000 Penalty: 1032.582520
	Iteration 65Q: 3 clusters Score -5273518 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5273538.500000 Penalty: 1032.582520
	Iteration 66Q: 3 clusters Score -5273538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5273554.500000 Penalty: 1032.582520
	Iteration 67Q: 3 clusters Score -5273554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5273550.000000 Penalty: 1032.582520
	Iteration 68Q: 3 clusters Score -5273550 nChanged 71
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5273819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5273825.000000 Penalty: 1032.582520
	Iteration 162Q: 3 clusters Score -5273825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5273828.000000 Penalty: 1032.582520
	Iteration 163Q: 3 clusters Score -5273828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -5273820.000000 Penalty: 1032.582520
	Iteration 164Q: 3 clusters Score -5273820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5273822.000000 Penalty: 1032.582520
	Iteration 165Q: 3 clusters Score -5273822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5273826.500000 Penalty: 1032.582520
	Iteration 166Q: 3 clusters Score -5273826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5273819.500000 Penalty: 1032.582520
	Iteration 167Q: 3 clusters Score -5273820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5273825.000000 Penalty: 1032.582520
	Iteration 168Q: 3 clusters Score -5273825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -5273822.000000 Penalty: 1032.582520
	Iteration 169Q: 3 clusters Score -5273822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5273821.500000 Penalty: 1032.582520
	Iteration 170Q: 3 clusters Score -5273822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5273826.000000 Penalty: 1032.582520
	Iteration 171Q: 3 clusters Score -5273826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5273823.000000 Penalty: 1032.582520
	Iteration 172Q: 3 clusters Score -5273823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -5273829.500000 Penalty: 1032.582520
	Iteration 173Q: 3 clusters Score -5273830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5273835.000000 Penalty: 1032.582520
	Iteration 174Q: 3 clusters Score -5273835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5273828.500000 Penalty: 1032.582520
	Iteration 175Q: 3 clusters Score -5273828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5273836.500000 Penalty: 1032.582520
	Iteration 176Q: 3 clusters Score -5273836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -5273839.000000 Penalty: 1032.582520
	Iteration 177Q: 3 clusters Score -5273839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5273831.500000 Penalty: 1032.582520
	Iteration 178Q: 3 clusters Score -5273832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -5273840.000000 Penalty: 1032.582520
	Iteration 179Q: 3 clusters Score -5273840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5273843.500000 Penalty: 1032.582520
	Iteration 180F: 3 clusters Score -5273844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5273844.500000 Penalty: 1032.582520
	Iteration 181Q: 3 clusters Score -5273844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5273854.000000 Penalty: 1032.582520
	Iteration 182Q: 3 clusters Score -5273854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5273850.500000 Penalty: 1032.582520
	Iteration 183Q: 3 clusters Score -5273850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -5273847.000000 Penalty: 1032.582520
	Iteration 184Q: 3 clusters Score -5273847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5273845.500000 Penalty: 1032.582520
	Iteration 185Q: 3 clusters Score -5273846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5273842.000000 Penalty: 1032.582520
	Iteration 186Q: 3 clusters Score -5273842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5273845.500000 Penalty: 1032.582520
	Iteration 187Q: 3 clusters Score -5273846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5273846.500000 Penalty: 1032.582520
	Iteration 188Q: 3 clusters Score -5273846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5273846.500000 Penalty: 1032.582520
	Iteration 189F: 3 clusters Score -5273846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -66761.656250 Penalty: 320.463776
	Iteration 0F: 2 clusters Score -66761.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -65870.281250 Penalty: 640.927551
	Iteration 0F: 3 clusters Score -65870.28 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66159.468750 Penalty: 640.927551
	Iteration 1F: 3 clusters Score -66159.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -66260.296875 Penalty: 640.927551
	Iteration 2F: 3 clusters Score -66260.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66393.835938 Penalty: 640.927551
	Iteration 3F: 3 clusters Score -66393.84 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -66502.171875 Penalty: 640.927551
	Iteration 4F: 3 clusters Score -66502.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66600.218750 Penalty: 640.927551
	Iteration 5F: 3 clusters Score -66600.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -66680.476562 Penalty: 640.927551
	Iteration 6F: 3 clusters Score -66680.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66728.054688 Penalty: 640.927551
	Iteration 7Q: 3 clusters Score -66728.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66749.281250 Penalty: 640.927551
	Iteration 8Q: 3 clusters Score -66749.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66760.976562 Penalty: 640.927551
	Iteration 9Q: 3 clusters Score -66760.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66767.937500 Penalty: 640.927551
	Iteration 10Q: 3 clusters Score -66767.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -66775.773438 Penalty: 640.927551
	Iteration 11Q: 3 clusters Score -66775.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66779.726562 Penalty: 640.927551
	Iteration 12Q: 3 clusters Score -66779.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66782.429688 Penalty: 640.927551
	Iteration 13Q: 3 clusters Score -66782.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -66783.773438 Penalty: 640.927551
	Iteration 14Q: 3 clusters Score -66783.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66785.773438 Penalty: 640.927551
	Iteration 15Q: 3 clusters Score -66785.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66789.500000 Penalty: 640.927551
	Iteration 16Q: 3 clusters Score -66789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66790.039062 Penalty: 640.927551
	Iteration 17Q: 3 clusters Score -66790.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66790.039062 Penalty: 640.927551
	Iteration 18F: 3 clusters Score -66790.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 668 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91737 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 477 members 
Entering Unmasked Estep 
Score: -53283292.000000 Penalty: 36175.500000
Splitting cluster 12 changes total score from -53283608.000000 to -53283292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (79898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Entering Unmasked Estep 
Score: -5005467.000000 Penalty: 513.627075
	Iteration 0F: 2 clusters Score -5005467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -4952034.500000 Penalty: 1027.254150
	Iteration 0F: 3 clusters Score -4952034 nChanged 38971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4981014.500000 Penalty: 1027.254150
	Iteration 1F: 3 clusters Score -4981014 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4986199.000000 Penalty: 1027.254150
	Iteration 2F: 3 clusters Score -4986199 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4992680.500000 Penalty: 1027.254150
	Iteration 3F: 3 clusters Score -4992680 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4996629.500000 Penalty: 1027.254150
	Iteration 4F: 3 clusters Score -4996630 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4997884.500000 Penalty: 1027.254150
	Iteration 5Q: 3 clusters Score -4997884 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4998294.000000 Penalty: 1027.254150
	Iteration 6Q: 3 clusters Score -4998294 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4998570.500000 Penalty: 1027.254150
	Iteration 7Q: 3 clusters Score -4998570 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4998816.000000 Penalty: 1027.254150
	Iteration 8Q: 3 clusters Score -4998816 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4998990.500000 Penalty: 1027.254150
	Iteration 9Q: 3 clusters Score -4998990 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4999111.000000 Penalty: 1027.254150
	Iteration 10Q: 3 clusters Score -4999111 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4999192.500000 Penalty: 1027.254150
	Iteration 11Q: 3 clusters Score -4999192 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4999306.000000 Penalty: 1027.254150
	Iteration 12Q: 3 clusters Score -4999306 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4999407.500000 Penalty: 1027.254150
	Iteration 13Q: 3 clusters Score -4999408 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4999439.500000 Penalty: 1027.254150
	Iteration 14Q: 3 clusters Score -4999440 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4999475.500000 Penalty: 1027.254150
	Iteration 15Q: 3 clusters Score -4999476 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4999511.000000 Penalty: 1027.254150
	Iteration 16Q: 3 clusters Score -4999511 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4999535.000000 Penalty: 1027.254150
	Iteration 17Q: 3 clusters Score -4999535 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4999566.500000 Penalty: 1027.254150
	Iteration 18Q: 3 clusters Score -4999566 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -4999588.500000 Penalty: 1027.254150
	Iteration 19Q: 3 clusters Score -4999588 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4999592.000000 Penalty: 1027.254150
	Iteration 20F: 3 clusters Score -4999592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4999618.000000 Penalty: 1027.254150
	Iteration 21Q: 3 clusters Score -4999618 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4999632.500000 Penalty: 1027.254150
	Iteration 22Q: 3 clusters Score -4999632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4999633.500000 Penalty: 1027.254150
	Iteration 23Q: 3 clusters Score -4999634 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4999672.500000 Penalty: 1027.254150
	Iteration 24Q: 3 clusters Score -4999672 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4999677.500000 Penalty: 1027.254150
	Iteration 25Q: 3 clusters Score -4999678 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4999672.500000 Penalty: 1027.254150
	Iteration 26Q: 3 clusters Score -4999672 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4999677.500000 Penalty: 1027.254150
	Iteration 27Q: 3 clusters Score -4999678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4999662.000000 Penalty: 1027.254150
	Iteration 28Q: 3 clusters Score -4999662 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4999655.500000 Penalty: 1027.254150
	Iteration 29Q: 3 clusters Score -4999656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4999638.500000 Penalty: 1027.254150
	Iteration 30Q: 3 clusters Score -4999638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4999640.500000 Penalty: 1027.254150
	Iteration 31Q: 3 clusters Score -4999640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4999635.500000 Penalty: 1027.254150
	Iteration 32Q: 3 clusters Score -4999636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4999640.500000 Penalty: 1027.254150
	Iteration 33Q: 3 clusters Score -4999640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4999653.000000 Penalty: 1027.254150
	Iteration 34Q: 3 clusters Score -4999653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4999648.500000 Penalty: 1027.254150
	Iteration 35Q: 3 clusters Score -4999648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -4999651.500000 Penalty: 1027.254150
	Iteration 36Q: 3 clusters Score -4999652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -4999636.500000 Penalty: 1027.254150
	Iteration 37Q: 3 clusters Score -4999636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -4999651.000000 Penalty: 1027.254150
	Iteration 38Q: 3 clusters Score -4999651 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4999645.000000 Penalty: 1027.254150
	Iteration 39Q: 3 clusters Score -4999645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4999637.500000 Penalty: 1027.254150
	Iteration 40F: 3 clusters Score -4999638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -4999638.000000 Penalty: 1027.254150
	Iteration 41Q: 3 clusters Score -4999638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -4999635.000000 Penalty: 1027.254150
	Iteration 42Q: 3 clusters Score -4999635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4999636.500000 Penalty: 1027.254150
	Iteration 43Q: 3 clusters Score -4999636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4999643.000000 Penalty: 1027.254150
	Iteration 44Q: 3 clusters Score -4999643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -4999640.500000 Penalty: 1027.254150
	Iteration 45Q: 3 clusters Score -4999640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -4999635.000000 Penalty: 1027.254150
	Iteration 46Q: 3 clusters Score -4999635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -4999623.000000 Penalty: 1027.254150
	Iteration 47Q: 3 clusters Score -4999623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4999613.500000 Penalty: 1027.254150
	Iteration 48Q: 3 clusters Score -4999614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4999615.500000 Penalty: 1027.254150
	Iteration 49Q: 3 clusters Score -4999616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -4999613.000000 Penalty: 1027.254150
	Iteration 50Q: 3 clusters Score -4999613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4999621.500000 Penalty: 1027.254150
	Iteration 51Q: 3 clusters Score -4999622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4999623.500000 Penalty: 1027.254150
	Iteration 52Q: 3 clusters Score -4999624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -4999619.500000 Penalty: 1027.254150
	Iteration 53Q: 3 clusters Score -4999620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4999616.000000 Penalty: 1027.254150
	Iteration 54Q: 3 clusters Score -4999616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4999619.000000 Penalty: 1027.254150
	Iteration 55Q: 3 clusters Score -4999619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -4999620.000000 Penalty: 1027.254150
	Iteration 56Q: 3 clusters Score -4999620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4999622.500000 Penalty: 1027.254150
	Iteration 57Q: 3 clusters Score -4999622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4999625.500000 Penalty: 1027.254150
	Iteration 58Q: 3 clusters Score -4999626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4999623.000000 Penalty: 1027.254150
	Iteration 59Q: 3 clusters Score -4999623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -4999617.000000 Penalty: 1027.254150
	Iteration 60F: 3 clusters Score -4999617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4999613.500000 Penalty: 1027.254150
	Iteration 61Q: 3 clusters Score -4999614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -4999613.500000 Penalty: 1027.254150
	Iteration 62Q: 3 clusters Score -4999614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -4999613.500000 Penalty: 1027.254150
	Iteration 63Q: 3 clusters Score -4999614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4999617.000000 Penalty: 1027.254150
	Iteration 64Q: 3 clusters Score -4999617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -4999616.500000 Penalty: 1027.254150
	Iteration 65Q: 3 clusters Score -4999616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4999619.500000 Penalty: 1027.254150
	Iteration 66Q: 3 clusters Score -4999620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4999619.500000 Penalty: 1027.254150
	Iteration 67F: 3 clusters Score -4999620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Entering Unmasked Estep 
Score: -4991135.500000 Penalty: 513.605957
	Iteration 0F: 2 clusters Score -4991136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4937488.000000 Penalty: 1027.211914
	Iteration 0F: 3 clusters Score -4937488 nChanged 38715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -4961378.000000 Penalty: 1027.211914
	Iteration 1F: 3 clusters Score -4961378 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -4962894.000000 Penalty: 1027.211914
	Iteration 2Q: 3 clusters Score -4962894 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -4965635.500000 Penalty: 1027.211914
	Iteration 3F: 3 clusters Score -4965636 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -4969950.500000 Penalty: 1027.211914
	Iteration 4F: 3 clusters Score -4969950 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -4974785.000000 Penalty: 1027.211914
	Iteration 5F: 3 clusters Score -4974785 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -4978608.000000 Penalty: 1027.211914
	Iteration 6F: 3 clusters Score -4978608 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -4980785.500000 Penalty: 1027.211914
	Iteration 7Q: 3 clusters Score -4980786 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -4981853.500000 Penalty: 1027.211914
	Iteration 8Q: 3 clusters Score -4981854 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -4982580.000000 Penalty: 1027.211914
	Iteration 9Q: 3 clusters Score -4982580 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -4983116.000000 Penalty: 1027.211914
	Iteration 10Q: 3 clusters Score -4983116 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -4983732.000000 Penalty: 1027.211914
	Iteration 11Q: 3 clusters Score -4983732 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -4984339.500000 Penalty: 1027.211914
	Iteration 12Q: 3 clusters Score -4984340 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -4984904.000000 Penalty: 1027.211914
	Iteration 13Q: 3 clusters Score -4984904 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -4985404.500000 Penalty: 1027.211914
	Iteration 14Q: 3 clusters Score -4985404 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -4985827.000000 Penalty: 1027.211914
	Iteration 15Q: 3 clusters Score -4985827 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -4986238.000000 Penalty: 1027.211914
	Iteration 16Q: 3 clusters Score -4986238 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -4986523.500000 Penalty: 1027.211914
	Iteration 17Q: 3 clusters Score -4986524 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -4987144.000000 Penalty: 1027.211914
	Iteration 18Q: 3 clusters Score -4987144 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -4987671.500000 Penalty: 1027.211914
	Iteration 19Q: 3 clusters Score -4987672 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -4988147.500000 Penalty: 1027.211914
	Iteration 20F: 3 clusters Score -4988148 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -4988598.500000 Penalty: 1027.211914
	Iteration 21Q: 3 clusters Score -4988598 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -4988996.000000 Penalty: 1027.211914
	Iteration 22Q: 3 clusters Score -4988996 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -4989359.000000 Penalty: 1027.211914
	Iteration 23Q: 3 clusters Score -4989359 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -4989593.500000 Penalty: 1027.211914
	Iteration 24Q: 3 clusters Score -4989594 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -4989857.500000 Penalty: 1027.211914
	Iteration 25Q: 3 clusters Score -4989858 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -4990004.500000 Penalty: 1027.211914
	Iteration 26Q: 3 clusters Score -4990004 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -4990122.000000 Penalty: 1027.211914
	Iteration 27Q: 3 clusters Score -4990122 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -4990231.500000 Penalty: 1027.211914
	Iteration 28Q: 3 clusters Score -4990232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -4990358.000000 Penalty: 1027.211914
	Iteration 29Q: 3 clusters Score -4990358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -4990413.500000 Penalty: 1027.211914
	Iteration 30Q: 3 clusters Score -4990414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -4990473.000000 Penalty: 1027.211914
	Iteration 31Q: 3 clusters Score -4990473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -4990501.000000 Penalty: 1027.211914
	Iteration 32Q: 3 clusters Score -4990501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -4990546.000000 Penalty: 1027.211914
	Iteration 33Q: 3 clusters Score -4990546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -4990581.000000 Penalty: 1027.211914
	Iteration 34Q: 3 clusters Score -4990581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -4990618.500000 Penalty: 1027.211914
	Iteration 35Q: 3 clusters Score -4990618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -4990626.500000 Penalty: 1027.211914
	Iteration 36Q: 3 clusters Score -4990626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -4990633.500000 Penalty: 1027.211914
	Iteration 37Q: 3 clusters Score -4990634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -4990634.500000 Penalty: 1027.211914
	Iteration 38Q: 3 clusters Score -4990634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -4990646.000000 Penalty: 1027.211914
	Iteration 39Q: 3 clusters Score -4990646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4990649.500000 Penalty: 1027.211914
	Iteration 40F: 3 clusters Score -4990650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -4990657.500000 Penalty: 1027.211914
	Iteration 41Q: 3 clusters Score -4990658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -4990657.500000 Penalty: 1027.211914
	Iteration 42Q: 3 clusters Score -4990658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -4990666.500000 Penalty: 1027.211914
	Iteration 43Q: 3 clusters Score -4990666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -4990673.000000 Penalty: 1027.211914
	Iteration 44Q: 3 clusters Score -4990673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -4990678.000000 Penalty: 1027.211914
	Iteration 45Q: 3 clusters Score -4990678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -4990686.500000 Penalty: 1027.211914
	Iteration 46Q: 3 clusters Score -4990686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -4990684.000000 Penalty: 1027.211914
	Iteration 47Q: 3 clusters Score -4990684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -4990686.500000 Penalty: 1027.211914
	Iteration 48Q: 3 clusters Score -4990686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -4990686.500000 Penalty: 1027.211914
	Iteration 49F: 3 clusters Score -4990686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26173.798828 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26173.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26293.244141 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26293.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26325.603516 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26334.531250 Penalty: 549.879639
	Iteration 3Q: 3 clusters Score -26334.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26341.501953 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26344.632812 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26344.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26347.542969 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26347.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26350.609375 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26350.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26354.824219 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26354.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26360.892578 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26360.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26367.005859 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26367.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26377.494141 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26377.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26386.541016 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26386.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26388.996094 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26390.708984 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -26390.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26393.224609 Penalty: 549.879639
	Iteration 15Q: 3 clusters Score -26393.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26396.390625 Penalty: 549.879639
	Iteration 16Q: 3 clusters Score -26396.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26402.103516 Penalty: 549.879639
	Iteration 17Q: 3 clusters Score -26402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26405.435547 Penalty: 549.879639
	Iteration 18Q: 3 clusters Score -26405.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26406.542969 Penalty: 549.879639
	Iteration 19Q: 3 clusters Score -26406.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26407.406250 Penalty: 549.879639
	Iteration 20F: 3 clusters Score -26407.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26407.767578 Penalty: 549.879639
	Iteration 21Q: 3 clusters Score -26407.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26407.767578 Penalty: 549.879639
	Iteration 22F: 3 clusters Score -26407.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Entering Unmasked Estep 
Score: -1221920.250000 Penalty: 449.647675
	Iteration 0F: 2 clusters Score -1221920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1208876.750000 Penalty: 899.295349
	Iteration 0F: 3 clusters Score -1208877 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1214620.625000 Penalty: 899.295349
	Iteration 1F: 3 clusters Score -1214621 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1215356.125000 Penalty: 899.295349
	Iteration 2F: 3 clusters Score -1215356 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1216387.875000 Penalty: 899.295349
	Iteration 3F: 3 clusters Score -1216388 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1217670.000000 Penalty: 899.295349
	Iteration 4F: 3 clusters Score -1217670 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1218783.250000 Penalty: 899.295349
	Iteration 5F: 3 clusters Score -1218783 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1219359.750000 Penalty: 899.295349
	Iteration 6F: 3 clusters Score -1219360 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1219580.875000 Penalty: 899.295349
	Iteration 7Q: 3 clusters Score -1219581 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1219663.875000 Penalty: 899.295349
	Iteration 8Q: 3 clusters Score -1219664 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1219708.750000 Penalty: 899.295349
	Iteration 9Q: 3 clusters Score -1219709 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1219747.750000 Penalty: 899.295349
	Iteration 10Q: 3 clusters Score -1219748 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1219780.125000 Penalty: 899.295349
	Iteration 11Q: 3 clusters Score -1219780 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1219811.875000 Penalty: 899.295349
	Iteration 12Q: 3 clusters Score -1219812 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1219844.375000 Penalty: 899.295349
	Iteration 13Q: 3 clusters Score -1219844 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1219887.125000 Penalty: 899.295349
	Iteration 14Q: 3 clusters Score -1219887 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1219931.000000 Penalty: 899.295349
	Iteration 15Q: 3 clusters Score -1219931 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1219995.875000 Penalty: 899.295349
	Iteration 16Q: 3 clusters Score -1219996 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1220083.250000 Penalty: 899.295349
	Iteration 17Q: 3 clusters Score -1220083 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1220184.875000 Penalty: 899.295349
	Iteration 18Q: 3 clusters Score -1220185 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1220295.750000 Penalty: 899.295349
	Iteration 19Q: 3 clusters Score -1220296 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1220405.125000 Penalty: 899.295349
	Iteration 20F: 3 clusters Score -1220405 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1220521.750000 Penalty: 899.295349
	Iteration 21Q: 3 clusters Score -1220522 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1220634.875000 Penalty: 899.295349
	Iteration 22Q: 3 clusters Score -1220635 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1220728.250000 Penalty: 899.295349
	Iteration 23Q: 3 clusters Score -1220728 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1220810.125000 Penalty: 899.295349
	Iteration 24Q: 3 clusters Score -1220810 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1220868.625000 Penalty: 899.295349
	Iteration 25Q: 3 clusters Score -1220869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1220932.000000 Penalty: 899.295349
	Iteration 26Q: 3 clusters Score -1220932 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1220988.375000 Penalty: 899.295349
	Iteration 27Q: 3 clusters Score -1220988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1221044.000000 Penalty: 899.295349
	Iteration 28Q: 3 clusters Score -1221044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1221083.875000 Penalty: 899.295349
	Iteration 29Q: 3 clusters Score -1221084 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1221112.250000 Penalty: 899.295349
	Iteration 30Q: 3 clusters Score -1221112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1221143.750000 Penalty: 899.295349
	Iteration 31Q: 3 clusters Score -1221144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1221163.625000 Penalty: 899.295349
	Iteration 32Q: 3 clusters Score -1221164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1221184.125000 Penalty: 899.295349
	Iteration 33Q: 3 clusters Score -1221184 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1221211.750000 Penalty: 899.295349
	Iteration 34Q: 3 clusters Score -1221212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1221225.500000 Penalty: 899.295349
	Iteration 35Q: 3 clusters Score -1221226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1221245.125000 Penalty: 899.295349
	Iteration 36Q: 3 clusters Score -1221245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1221262.875000 Penalty: 899.295349
	Iteration 37Q: 3 clusters Score -1221263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1221277.625000 Penalty: 899.295349
	Iteration 38Q: 3 clusters Score -1221278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1221293.250000 Penalty: 899.295349
	Iteration 39Q: 3 clusters Score -1221293 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1221304.875000 Penalty: 899.295349
	Iteration 40F: 3 clusters Score -1221305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1221319.625000 Penalty: 899.295349
	Iteration 41Q: 3 clusters Score -1221320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1221331.625000 Penalty: 899.295349
	Iteration 42Q: 3 clusters Score -1221332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1221345.875000 Penalty: 899.295349
	Iteration 43Q: 3 clusters Score -1221346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1221358.750000 Penalty: 899.295349
	Iteration 44Q: 3 clusters Score -1221359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1221365.375000 Penalty: 899.295349
	Iteration 45Q: 3 clusters Score -1221365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1221383.250000 Penalty: 899.295349
	Iteration 46Q: 3 clusters Score -1221383 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1221400.000000 Penalty: 899.295349
	Iteration 47Q: 3 clusters Score -1221400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1221411.000000 Penalty: 899.295349
	Iteration 48Q: 3 clusters Score -1221411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1221423.250000 Penalty: 899.295349
	Iteration 49Q: 3 clusters Score -1221423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1221431.750000 Penalty: 899.295349
	Iteration 50Q: 3 clusters Score -1221432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1221446.250000 Penalty: 899.295349
	Iteration 51Q: 3 clusters Score -1221446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1221456.125000 Penalty: 899.295349
	Iteration 52Q: 3 clusters Score -1221456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1221467.375000 Penalty: 899.295349
	Iteration 53Q: 3 clusters Score -1221467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1221481.125000 Penalty: 899.295349
	Iteration 54Q: 3 clusters Score -1221481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1221496.500000 Penalty: 899.295349
	Iteration 55Q: 3 clusters Score -1221496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1221515.125000 Penalty: 899.295349
	Iteration 56Q: 3 clusters Score -1221515 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1221533.125000 Penalty: 899.295349
	Iteration 57Q: 3 clusters Score -1221533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1221559.250000 Penalty: 899.295349
	Iteration 58Q: 3 clusters Score -1221559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1221570.125000 Penalty: 899.295349
	Iteration 59Q: 3 clusters Score -1221570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1221582.375000 Penalty: 899.295349
	Iteration 60F: 3 clusters Score -1221582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1221596.000000 Penalty: 899.295349
	Iteration 61Q: 3 clusters Score -1221596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1221615.750000 Penalty: 899.295349
	Iteration 62Q: 3 clusters Score -1221616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1221633.500000 Penalty: 899.295349
	Iteration 63Q: 3 clusters Score -1221634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1221643.750000 Penalty: 899.295349
	Iteration 64Q: 3 clusters Score -1221644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1221652.250000 Penalty: 899.295349
	Iteration 65Q: 3 clusters Score -1221652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1221659.500000 Penalty: 899.295349
	Iteration 66Q: 3 clusters Score -1221660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1221669.750000 Penalty: 899.295349
	Iteration 67Q: 3 clusters Score -1221670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1221680.000000 Penalty: 899.295349
	Iteration 68Q: 3 clusters Score -1221680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1221688.625000 Penalty: 899.295349
	Iteration 69Q: 3 clusters Score -1221689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1221700.000000 Penalty: 899.295349
	Iteration 70Q: 3 clusters Score -1221700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1221713.875000 Penalty: 899.295349
	Iteration 71Q: 3 clusters Score -1221714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1221725.375000 Penalty: 899.295349
	Iteration 72Q: 3 clusters Score -1221725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1221731.625000 Penalty: 899.295349
	Iteration 73Q: 3 clusters Score -1221732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1221744.375000 Penalty: 899.295349
	Iteration 74Q: 3 clusters Score -1221744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1221749.250000 Penalty: 899.295349
	Iteration 75Q: 3 clusters Score -1221749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1221757.875000 Penalty: 899.295349
	Iteration 76Q: 3 clusters Score -1221758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1221759.625000 Penalty: 899.295349
	Iteration 77Q: 3 clusters Score -1221760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1221765.875000 Penalty: 899.295349
	Iteration 78Q: 3 clusters Score -1221766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1221765.625000 Penalty: 899.295349
	Iteration 79Q: 3 clusters Score -1221766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1221772.250000 Penalty: 899.295349
	Iteration 80F: 3 clusters Score -1221772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1221775.250000 Penalty: 899.295349
	Iteration 81Q: 3 clusters Score -1221775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1221774.250000 Penalty: 899.295349
	Iteration 82Q: 3 clusters Score -1221774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1221777.500000 Penalty: 899.295349
	Iteration 83Q: 3 clusters Score -1221778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1221777.625000 Penalty: 899.295349
	Iteration 84Q: 3 clusters Score -1221778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1221781.500000 Penalty: 899.295349
	Iteration 85Q: 3 clusters Score -1221782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1221781.625000 Penalty: 899.295349
	Iteration 86Q: 3 clusters Score -1221782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1221781.750000 Penalty: 899.295349
	Iteration 87Q: 3 clusters Score -1221782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1221786.000000 Penalty: 899.295349
	Iteration 88Q: 3 clusters Score -1221786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1221783.875000 Penalty: 899.295349
	Iteration 89Q: 3 clusters Score -1221784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1221785.625000 Penalty: 899.295349
	Iteration 90Q: 3 clusters Score -1221786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1221786.000000 Penalty: 899.295349
	Iteration 91Q: 3 clusters Score -1221786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1221786.625000 Penalty: 899.295349
	Iteration 92Q: 3 clusters Score -1221787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1221787.750000 Penalty: 899.295349
	Iteration 93Q: 3 clusters Score -1221788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1221784.375000 Penalty: 899.295349
	Iteration 94Q: 3 clusters Score -1221784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1221784.750000 Penalty: 899.295349
	Iteration 95Q: 3 clusters Score -1221785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1221783.750000 Penalty: 899.295349
	Iteration 96Q: 3 clusters Score -1221784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1221783.750000 Penalty: 899.295349
	Iteration 97F: 3 clusters Score -1221784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Entering Unmasked Estep 
Score: -970285.937500 Penalty: 437.902740
	Iteration 0F: 2 clusters Score -970285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -960257.687500 Penalty: 875.805481
	Iteration 0F: 3 clusters Score -960257.7 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -964170.312500 Penalty: 875.805481
	Iteration 1F: 3 clusters Score -964170.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -964318.125000 Penalty: 875.805481
	Iteration 2Q: 3 clusters Score -964318.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -964467.875000 Penalty: 875.805481
	Iteration 3Q: 3 clusters Score -964467.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -964650.500000 Penalty: 875.805481
	Iteration 4Q: 3 clusters Score -964650.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -964907.375000 Penalty: 875.805481
	Iteration 5Q: 3 clusters Score -964907.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -965346.625000 Penalty: 875.805481
	Iteration 6F: 3 clusters Score -965346.6 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -966056.750000 Penalty: 875.805481
	Iteration 7F: 3 clusters Score -966056.8 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -966946.000000 Penalty: 875.805481
	Iteration 8F: 3 clusters Score -966946 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -967955.687500 Penalty: 875.805481
	Iteration 9F: 3 clusters Score -967955.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -968745.875000 Penalty: 875.805481
	Iteration 10F: 3 clusters Score -968745.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -969194.062500 Penalty: 875.805481
	Iteration 11Q: 3 clusters Score -969194.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -969437.625000 Penalty: 875.805481
	Iteration 12Q: 3 clusters Score -969437.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -969586.812500 Penalty: 875.805481
	Iteration 13Q: 3 clusters Score -969586.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -969696.500000 Penalty: 875.805481
	Iteration 14Q: 3 clusters Score -969696.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -969768.937500 Penalty: 875.805481
	Iteration 15Q: 3 clusters Score -969768.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -969820.062500 Penalty: 875.805481
	Iteration 16Q: 3 clusters Score -969820.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -969853.312500 Penalty: 875.805481
	Iteration 17Q: 3 clusters Score -969853.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -969872.687500 Penalty: 875.805481
	Iteration 18Q: 3 clusters Score -969872.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -969884.750000 Penalty: 875.805481
	Iteration 19Q: 3 clusters Score -969884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -969893.937500 Penalty: 875.805481
	Iteration 20F: 3 clusters Score -969893.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -969902.937500 Penalty: 875.805481
	Iteration 21Q: 3 clusters Score -969902.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -969911.812500 Penalty: 875.805481
	Iteration 22Q: 3 clusters Score -969911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -969922.437500 Penalty: 875.805481
	Iteration 23Q: 3 clusters Score -969922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -969926.500000 Penalty: 875.805481
	Iteration 24Q: 3 clusters Score -969926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -969928.750000 Penalty: 875.805481
	Iteration 25Q: 3 clusters Score -969928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -969933.562500 Penalty: 875.805481
	Iteration 26Q: 3 clusters Score -969933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -969936.062500 Penalty: 875.805481
	Iteration 27Q: 3 clusters Score -969936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -969936.562500 Penalty: 875.805481
	Iteration 28Q: 3 clusters Score -969936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -969938.312500 Penalty: 875.805481
	Iteration 29Q: 3 clusters Score -969938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -969941.750000 Penalty: 875.805481
	Iteration 30Q: 3 clusters Score -969941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -969942.312500 Penalty: 875.805481
	Iteration 31Q: 3 clusters Score -969942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -969942.187500 Penalty: 875.805481
	Iteration 32Q: 3 clusters Score -969942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -969942.187500 Penalty: 875.805481
	Iteration 33F: 3 clusters Score -969942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Entering Unmasked Estep 
Score: -4682606.000000 Penalty: 511.801025
	Iteration 0F: 2 clusters Score -4682606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -4630808.500000 Penalty: 1023.602051
	Iteration 0F: 3 clusters Score -4630808 nChanged 37452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4654535.000000 Penalty: 1023.602051
	Iteration 1F: 3 clusters Score -4654535 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4656365.500000 Penalty: 1023.602051
	Iteration 2Q: 3 clusters Score -4656366 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -4659150.000000 Penalty: 1023.602051
	Iteration 3F: 3 clusters Score -4659150 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -4663119.500000 Penalty: 1023.602051
	Iteration 4F: 3 clusters Score -4663120 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -4667233.000000 Penalty: 1023.602051
	Iteration 5F: 3 clusters Score -4667233 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -4669917.000000 Penalty: 1023.602051
	Iteration 6F: 3 clusters Score -4669917 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -4670914.000000 Penalty: 1023.602051
	Iteration 7Q: 3 clusters Score -4670914 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -4671320.500000 Penalty: 1023.602051
	Iteration 8Q: 3 clusters Score -4671320 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -4671646.500000 Penalty: 1023.602051
	Iteration 9Q: 3 clusters Score -4671646 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -4671852.000000 Penalty: 1023.602051
	Iteration 10Q: 3 clusters Score -4671852 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -4672175.000000 Penalty: 1023.602051
	Iteration 11Q: 3 clusters Score -4672175 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -4672470.500000 Penalty: 1023.602051
	Iteration 12Q: 3 clusters Score -4672470 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -4672748.000000 Penalty: 1023.602051
	Iteration 13Q: 3 clusters Score -4672748 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -4673069.500000 Penalty: 1023.602051
	Iteration 14Q: 3 clusters Score -4673070 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -4673440.500000 Penalty: 1023.602051
	Iteration 15Q: 3 clusters Score -4673440 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -4673803.500000 Penalty: 1023.602051
	Iteration 16Q: 3 clusters Score -4673804 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -4674162.500000 Penalty: 1023.602051
	Iteration 17Q: 3 clusters Score -4674162 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -4674497.000000 Penalty: 1023.602051
	Iteration 18Q: 3 clusters Score -4674497 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -4674793.500000 Penalty: 1023.602051
	Iteration 19Q: 3 clusters Score -4674794 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -4675108.000000 Penalty: 1023.602051
	Iteration 20F: 3 clusters Score -4675108 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -4675394.000000 Penalty: 1023.602051
	Iteration 21Q: 3 clusters Score -4675394 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -4675685.000000 Penalty: 1023.602051
	Iteration 22Q: 3 clusters Score -4675685 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -4675977.000000 Penalty: 1023.602051
	Iteration 23Q: 3 clusters Score -4675977 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -4676215.000000 Penalty: 1023.602051
	Iteration 24Q: 3 clusters Score -4676215 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -4676458.500000 Penalty: 1023.602051
	Iteration 25Q: 3 clusters Score -4676458 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -4676705.500000 Penalty: 1023.602051
	Iteration 26Q: 3 clusters Score -4676706 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -4676988.000000 Penalty: 1023.602051
	Iteration 27Q: 3 clusters Score -4676988 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -4677222.500000 Penalty: 1023.602051
	Iteration 28Q: 3 clusters Score -4677222 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -4677423.000000 Penalty: 1023.602051
	Iteration 29Q: 3 clusters Score -4677423 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -4677664.000000 Penalty: 1023.602051
	Iteration 30Q: 3 clusters Score -4677664 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -4677926.500000 Penalty: 1023.602051
	Iteration 31Q: 3 clusters Score -4677926 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -4678161.000000 Penalty: 1023.602051
	Iteration 32Q: 3 clusters Score -4678161 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -4678416.500000 Penalty: 1023.602051
	Iteration 33Q: 3 clusters Score -4678416 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -4678708.500000 Penalty: 1023.602051
	Iteration 34Q: 3 clusters Score -4678708 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -4678954.000000 Penalty: 1023.602051
	Iteration 35Q: 3 clusters Score -4678954 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -4679214.000000 Penalty: 1023.602051
	Iteration 36Q: 3 clusters Score -4679214 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -4679443.500000 Penalty: 1023.602051
	Iteration 37Q: 3 clusters Score -4679444 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -4679665.000000 Penalty: 1023.602051
	Iteration 38Q: 3 clusters Score -4679665 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -4679906.500000 Penalty: 1023.602051
	Iteration 39Q: 3 clusters Score -4679906 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -4680096.500000 Penalty: 1023.602051
	Iteration 40F: 3 clusters Score -4680096 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -4680320.000000 Penalty: 1023.602051
	Iteration 41Q: 3 clusters Score -4680320 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -4680539.500000 Penalty: 1023.602051
	Iteration 42Q: 3 clusters Score -4680540 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -4680760.000000 Penalty: 1023.602051
	Iteration 43Q: 3 clusters Score -4680760 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -4680938.000000 Penalty: 1023.602051
	Iteration 44Q: 3 clusters Score -4680938 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -4681063.500000 Penalty: 1023.602051
	Iteration 45Q: 3 clusters Score -4681064 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -4681186.500000 Penalty: 1023.602051
	Iteration 46Q: 3 clusters Score -4681186 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -4681331.000000 Penalty: 1023.602051
	Iteration 47Q: 3 clusters Score -4681331 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -4681444.500000 Penalty: 1023.602051
	Iteration 48Q: 3 clusters Score -4681444 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -4681560.500000 Penalty: 1023.602051
	Iteration 49Q: 3 clusters Score -4681560 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -4681712.500000 Penalty: 1023.602051
	Iteration 50Q: 3 clusters Score -4681712 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -4681810.000000 Penalty: 1023.602051
	Iteration 51Q: 3 clusters Score -4681810 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -4681898.000000 Penalty: 1023.602051
	Iteration 52Q: 3 clusters Score -4681898 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -4681972.000000 Penalty: 1023.602051
	Iteration 53Q: 3 clusters Score -4681972 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -4682043.500000 Penalty: 1023.602051
	Iteration 54Q: 3 clusters Score -4682044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -4682064.000000 Penalty: 1023.602051
	Iteration 55Q: 3 clusters Score -4682064 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 73289 members 
Entering Unmasked Estep 
Score: -4682087.000000 Penalty: 1023.602051
	Iteration 56Q: 3 clusters Score -4682087 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -4682151.000000 Penalty: 1023.602051
	Iteration 57Q: 3 clusters Score -4682151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -4682196.000000 Penalty: 1023.602051
	Iteration 58Q: 3 clusters Score -4682196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -4682227.000000 Penalty: 1023.602051
	Iteration 59Q: 3 clusters Score -4682227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -4682274.500000 Penalty: 1023.602051
	Iteration 60F: 3 clusters Score -4682274 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -4682327.500000 Penalty: 1023.602051
	Iteration 61Q: 3 clusters Score -4682328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -4682349.000000 Penalty: 1023.602051
	Iteration 62Q: 3 clusters Score -4682349 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -4682367.500000 Penalty: 1023.602051
	Iteration 63Q: 3 clusters Score -4682368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -4682381.000000 Penalty: 1023.602051
	Iteration 64Q: 3 clusters Score -4682381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -4682410.000000 Penalty: 1023.602051
	Iteration 65Q: 3 clusters Score -4682410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -4682427.500000 Penalty: 1023.602051
	Iteration 66Q: 3 clusters Score -4682428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -4682458.000000 Penalty: 1023.602051
	Iteration 67Q: 3 clusters Score -4682458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -4682474.500000 Penalty: 1023.602051
	Iteration 68Q: 3 clusters Score -4682474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -4682483.000000 Penalty: 1023.602051
	Iteration 69Q: 3 clusters Score -4682483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -4682483.000000 Penalty: 1023.602051
	Iteration 70Q: 3 clusters Score -4682483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -4682491.500000 Penalty: 1023.602051
	Iteration 71Q: 3 clusters Score -4682492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -4682504.500000 Penalty: 1023.602051
	Iteration 72Q: 3 clusters Score -4682504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 74703 members 
Entering Unmasked Estep 
Score: -4682520.500000 Penalty: 1023.602051
	Iteration 73Q: 3 clusters Score -4682520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -4682526.500000 Penalty: 1023.602051
	Iteration 74Q: 3 clusters Score -4682526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -4682540.500000 Penalty: 1023.602051
	Iteration 75Q: 3 clusters Score -4682540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -4682548.500000 Penalty: 1023.602051
	Iteration 76Q: 3 clusters Score -4682548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -4682554.000000 Penalty: 1023.602051
	Iteration 77Q: 3 clusters Score -4682554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -4682560.500000 Penalty: 1023.602051
	Iteration 78Q: 3 clusters Score -4682560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -4682562.500000 Penalty: 1023.602051
	Iteration 79Q: 3 clusters Score -4682562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -4682559.500000 Penalty: 1023.602051
	Iteration 80F: 3 clusters Score -4682560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 74894 members 
Entering Unmasked Estep 
Score: -4682569.000000 Penalty: 1023.602051
	Iteration 81Q: 3 clusters Score -4682569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -4682571.500000 Penalty: 1023.602051
	Iteration 82Q: 3 clusters Score -4682572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -4682575.000000 Penalty: 1023.602051
	Iteration 83Q: 3 clusters Score -4682575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -4682569.000000 Penalty: 1023.602051
	Iteration 84Q: 3 clusters Score -4682569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -4682572.000000 Penalty: 1023.602051
	Iteration 85Q: 3 clusters Score -4682572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -4682570.000000 Penalty: 1023.602051
	Iteration 86Q: 3 clusters Score -4682570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -4682570.000000 Penalty: 1023.602051
	Iteration 87Q: 3 clusters Score -4682570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -4682569.500000 Penalty: 1023.602051
	Iteration 88Q: 3 clusters Score -4682570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -4682574.000000 Penalty: 1023.602051
	Iteration 89Q: 3 clusters Score -4682574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -4682563.500000 Penalty: 1023.602051
	Iteration 90Q: 3 clusters Score -4682564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -4682559.500000 Penalty: 1023.602051
	Iteration 91Q: 3 clusters Score -4682560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -4682557.500000 Penalty: 1023.602051
	Iteration 92Q: 3 clusters Score -4682558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -4682557.500000 Penalty: 1023.602051
	Iteration 93Q: 3 clusters Score -4682558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -4682559.500000 Penalty: 1023.602051
	Iteration 94Q: 3 clusters Score -4682560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -4682567.500000 Penalty: 1023.602051
	Iteration 95Q: 3 clusters Score -4682568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -4682558.500000 Penalty: 1023.602051
	Iteration 96Q: 3 clusters Score -4682558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -4682556.500000 Penalty: 1023.602051
	Iteration 97Q: 3 clusters Score -4682556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4682555.500000 Penalty: 1023.602051
	Iteration 98Q: 3 clusters Score -4682556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -4682559.500000 Penalty: 1023.602051
	Iteration 99Q: 3 clusters Score -4682560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -4682559.500000 Penalty: 1023.602051
	Iteration 100F: 3 clusters Score -4682560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -4682559.000000 Penalty: 1023.602051
	Iteration 101Q: 3 clusters Score -4682559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4682555.000000 Penalty: 1023.602051
	Iteration 102Q: 3 clusters Score -4682555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4682555.000000 Penalty: 1023.602051
	Iteration 103F: 3 clusters Score -4682555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -125045.242188 Penalty: 343.098297
	Iteration 0F: 2 clusters Score -125045.2 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 938 members 
Entering Unmasked Estep 
Score: -123664.093750 Penalty: 686.196594
	Iteration 0F: 3 clusters Score -123664.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -124117.804688 Penalty: 686.196594
	Iteration 1F: 3 clusters Score -124117.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -124160.242188 Penalty: 686.196594
	Iteration 2F: 3 clusters Score -124160.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -124188.226562 Penalty: 686.196594
	Iteration 3Q: 3 clusters Score -124188.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124202.867188 Penalty: 686.196594
	Iteration 4Q: 3 clusters Score -124202.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -124212.132812 Penalty: 686.196594
	Iteration 5Q: 3 clusters Score -124212.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -124220.882812 Penalty: 686.196594
	Iteration 6Q: 3 clusters Score -124220.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -124227.835938 Penalty: 686.196594
	Iteration 7Q: 3 clusters Score -124227.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -124237.781250 Penalty: 686.196594
	Iteration 8Q: 3 clusters Score -124237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -124246.953125 Penalty: 686.196594
	Iteration 9Q: 3 clusters Score -124247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -124252.351562 Penalty: 686.196594
	Iteration 10Q: 3 clusters Score -124252.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -124256.421875 Penalty: 686.196594
	Iteration 11Q: 3 clusters Score -124256.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -124259.109375 Penalty: 686.196594
	Iteration 12Q: 3 clusters Score -124259.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -124261.664062 Penalty: 686.196594
	Iteration 13Q: 3 clusters Score -124261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -124264.390625 Penalty: 686.196594
	Iteration 14Q: 3 clusters Score -124264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -124265.359375 Penalty: 686.196594
	Iteration 15Q: 3 clusters Score -124265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -124266.835938 Penalty: 686.196594
	Iteration 16Q: 3 clusters Score -124266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -124267.906250 Penalty: 686.196594
	Iteration 17Q: 3 clusters Score -124267.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -124270.523438 Penalty: 686.196594
	Iteration 18Q: 3 clusters Score -124270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -124272.781250 Penalty: 686.196594
	Iteration 19Q: 3 clusters Score -124272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -124275.468750 Penalty: 686.196594
	Iteration 20F: 3 clusters Score -124275.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -124278.804688 Penalty: 686.196594
	Iteration 21Q: 3 clusters Score -124278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -124283.312500 Penalty: 686.196594
	Iteration 22Q: 3 clusters Score -124283.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -124286.679688 Penalty: 686.196594
	Iteration 23Q: 3 clusters Score -124286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -124290.632812 Penalty: 686.196594
	Iteration 24Q: 3 clusters Score -124290.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -124295.492188 Penalty: 686.196594
	Iteration 25Q: 3 clusters Score -124295.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -124301.750000 Penalty: 686.196594
	Iteration 26Q: 3 clusters Score -124301.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -124306.382812 Penalty: 686.196594
	Iteration 27Q: 3 clusters Score -124306.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -124311.093750 Penalty: 686.196594
	Iteration 28Q: 3 clusters Score -124311.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -124317.984375 Penalty: 686.196594
	Iteration 29Q: 3 clusters Score -124318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -124326.468750 Penalty: 686.196594
	Iteration 30Q: 3 clusters Score -124326.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -124340.789062 Penalty: 686.196594
	Iteration 31Q: 3 clusters Score -124340.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -124356.453125 Penalty: 686.196594
	Iteration 32Q: 3 clusters Score -124356.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -124374.757812 Penalty: 686.196594
	Iteration 33Q: 3 clusters Score -124374.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -124398.039062 Penalty: 686.196594
	Iteration 34Q: 3 clusters Score -124398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -124431.156250 Penalty: 686.196594
	Iteration 35Q: 3 clusters Score -124431.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -124485.414062 Penalty: 686.196594
	Iteration 36Q: 3 clusters Score -124485.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -124529.492188 Penalty: 686.196594
	Iteration 37Q: 3 clusters Score -124529.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -124583.171875 Penalty: 686.196594
	Iteration 38Q: 3 clusters Score -124583.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -124631.398438 Penalty: 686.196594
	Iteration 39Q: 3 clusters Score -124631.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -124659.632812 Penalty: 686.196594
	Iteration 40F: 3 clusters Score -124659.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -124676.898438 Penalty: 686.196594
	Iteration 41Q: 3 clusters Score -124676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -124685.468750 Penalty: 686.196594
	Iteration 42Q: 3 clusters Score -124685.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -124692.273438 Penalty: 686.196594
	Iteration 43Q: 3 clusters Score -124692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -124700.304688 Penalty: 686.196594
	Iteration 44Q: 3 clusters Score -124700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -124708.664062 Penalty: 686.196594
	Iteration 45Q: 3 clusters Score -124708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -124710.968750 Penalty: 686.196594
	Iteration 46Q: 3 clusters Score -124711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -124712.851562 Penalty: 686.196594
	Iteration 47Q: 3 clusters Score -124712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -124713.585938 Penalty: 686.196594
	Iteration 48Q: 3 clusters Score -124713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -124713.585938 Penalty: 686.196594
	Iteration 49F: 3 clusters Score -124713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -77268.742188 Penalty: 325.641510
	Iteration 0F: 2 clusters Score -77268.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76253.796875 Penalty: 651.283020
	Iteration 0F: 3 clusters Score -76253.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -76553.609375 Penalty: 651.283020
	Iteration 1F: 3 clusters Score -76553.61 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76622.820312 Penalty: 651.283020
	Iteration 2F: 3 clusters Score -76622.82 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76668.695312 Penalty: 651.283020
	Iteration 3F: 3 clusters Score -76668.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76716.046875 Penalty: 651.283020
	Iteration 4F: 3 clusters Score -76716.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76756.023438 Penalty: 651.283020
	Iteration 5Q: 3 clusters Score -76756.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76794.929688 Penalty: 651.283020
	Iteration 6Q: 3 clusters Score -76794.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76834.179688 Penalty: 651.283020
	Iteration 7Q: 3 clusters Score -76834.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -76870.515625 Penalty: 651.283020
	Iteration 8Q: 3 clusters Score -76870.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -76906.851562 Penalty: 651.283020
	Iteration 9Q: 3 clusters Score -76906.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -76934.015625 Penalty: 651.283020
	Iteration 10Q: 3 clusters Score -76934.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -76948.289062 Penalty: 651.283020
	Iteration 11Q: 3 clusters Score -76948.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -76974.625000 Penalty: 651.283020
	Iteration 12Q: 3 clusters Score -76974.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -76988.164062 Penalty: 651.283020
	Iteration 13Q: 3 clusters Score -76988.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -77004.296875 Penalty: 651.283020
	Iteration 14Q: 3 clusters Score -77004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -77015.976562 Penalty: 651.283020
	Iteration 15Q: 3 clusters Score -77015.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -77021.578125 Penalty: 651.283020
	Iteration 16Q: 3 clusters Score -77021.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -77029.437500 Penalty: 651.283020
	Iteration 17Q: 3 clusters Score -77029.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -77034.500000 Penalty: 651.283020
	Iteration 18Q: 3 clusters Score -77034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -77038.523438 Penalty: 651.283020
	Iteration 19Q: 3 clusters Score -77038.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -77040.187500 Penalty: 651.283020
	Iteration 20F: 3 clusters Score -77040.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (79414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Entering Unmasked Estep 
Score: -4943070.000000 Penalty: 513.350525
	Iteration 0F: 2 clusters Score -4943070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -4889551.500000 Penalty: 1026.701050
	Iteration 0F: 3 clusters Score -4889552 nChanged 38776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4913542.000000 Penalty: 1026.701050
	Iteration 1F: 3 clusters Score -4913542 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4915212.500000 Penalty: 1026.701050
	Iteration 2F: 3 clusters Score -4915212 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4918329.000000 Penalty: 1026.701050
	Iteration 3F: 3 clusters Score -4918329 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4923730.000000 Penalty: 1026.701050
	Iteration 4F: 3 clusters Score -4923730 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -4930857.500000 Penalty: 1026.701050
	Iteration 5F: 3 clusters Score -4930858 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4937105.500000 Penalty: 1026.701050
	Iteration 6F: 3 clusters Score -4937106 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4940945.000000 Penalty: 1026.701050
	Iteration 7Q: 3 clusters Score -4940945 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4942155.500000 Penalty: 1026.701050
	Iteration 8Q: 3 clusters Score -4942156 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4942441.500000 Penalty: 1026.701050
	Iteration 9Q: 3 clusters Score -4942442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4942544.000000 Penalty: 1026.701050
	Iteration 10Q: 3 clusters Score -4942544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4942570.000000 Penalty: 1026.701050
	Iteration 11Q: 3 clusters Score -4942570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4942590.500000 Penalty: 1026.701050
	Iteration 12Q: 3 clusters Score -4942590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4942594.000000 Penalty: 1026.701050
	Iteration 13Q: 3 clusters Score -4942594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4942594.000000 Penalty: 1026.701050
	Iteration 14F: 3 clusters Score -4942594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -32710.474609 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -32710.47 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 226 members 
Entering Unmasked Estep 
Score: -32271.169922 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -32271.17 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32371.662109 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -32371.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32390.742188 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -32390.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32398.296875 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -32398.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32409.855469 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -32409.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32418.654297 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -32418.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32423.134766 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -32423.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32426.593750 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -32426.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32429.894531 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -32429.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32432.689453 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -32432.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32433.234375 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -32433.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32433.882812 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -32433.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32436.609375 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -32436.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32439.591797 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -32439.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32442.695312 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -32442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32444.894531 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -32444.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32448.460938 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -32448.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32449.316406 Penalty: 555.129028
	Iteration 17Q: 3 clusters Score -32449.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32450.880859 Penalty: 555.129028
	Iteration 18Q: 3 clusters Score -32450.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32452.011719 Penalty: 555.129028
	Iteration 19Q: 3 clusters Score -32452.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32455.074219 Penalty: 555.129028
	Iteration 20F: 3 clusters Score -32455.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32458.039062 Penalty: 555.129028
	Iteration 21Q: 3 clusters Score -32458.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32460.896484 Penalty: 555.129028
	Iteration 22Q: 3 clusters Score -32460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32461.892578 Penalty: 555.129028
	Iteration 23Q: 3 clusters Score -32461.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32462.371094 Penalty: 555.129028
	Iteration 24Q: 3 clusters Score -32462.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32464.150391 Penalty: 555.129028
	Iteration 25Q: 3 clusters Score -32464.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32465.269531 Penalty: 555.129028
	Iteration 26Q: 3 clusters Score -32465.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32465.746094 Penalty: 555.129028
	Iteration 27Q: 3 clusters Score -32465.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32465.746094 Penalty: 555.129028
	Iteration 28F: 3 clusters Score -32465.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -13307.052734 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -13307.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12999.208984 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -12999.21 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13094.177734 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -13094.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13181.150391 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -13181.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13230.809570 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -13230.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13259.098633 Penalty: 504.254974
	Iteration 4F: 3 clusters Score -13259.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13289.615234 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -13289.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13306.339844 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -13306.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13332.833984 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -13332.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13348.556641 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -13348.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13352.200195 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -13352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13357.297852 Penalty: 504.254974
	Iteration 10F: 3 clusters Score -13357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13375.688477 Penalty: 504.254974
	Iteration 11Q: 3 clusters Score -13375.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13382.821289 Penalty: 504.254974
	Iteration 12Q: 3 clusters Score -13382.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13384.722656 Penalty: 504.254974
	Iteration 13Q: 3 clusters Score -13384.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13388.701172 Penalty: 504.254974
	Iteration 14Q: 3 clusters Score -13388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13391.873047 Penalty: 504.254974
	Iteration 15Q: 3 clusters Score -13391.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13391.873047 Penalty: 504.254974
	Iteration 16F: 3 clusters Score -13391.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 100 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91737 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 155 members 
Entering Unmasked Estep 
Score: -53283328.000000 Penalty: 36175.500000
Splitting cluster 23 changes total score from -53283608.000000 to -53283328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18048.873047 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18048.87 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18130.417969 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18130.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18173.306641 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18173.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18193.863281 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -18193.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18217.863281 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18217.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18230.371094 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18230.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18239.529297 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18239.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18252.304688 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18261.226562 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18261.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18269.312500 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18269.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18276.275391 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18276.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18278.849609 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18278.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18280.427734 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18280.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18282.169922 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -18282.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18282.962891 Penalty: 513.413574
	Iteration 14Q: 3 clusters Score -18282.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18282.962891 Penalty: 513.413574
	Iteration 15F: 3 clusters Score -18282.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -46509.468750 Penalty: 303.519867
	Iteration 0F: 2 clusters Score -46509.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45865.804688 Penalty: 607.039734
	Iteration 0F: 3 clusters Score -45865.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46222.023438 Penalty: 607.039734
	Iteration 1F: 3 clusters Score -46222.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46319.304688 Penalty: 607.039734
	Iteration 2F: 3 clusters Score -46319.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46376.414062 Penalty: 607.039734
	Iteration 3F: 3 clusters Score -46376.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46401.164062 Penalty: 607.039734
	Iteration 4Q: 3 clusters Score -46401.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46410.519531 Penalty: 607.039734
	Iteration 5Q: 3 clusters Score -46410.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46411.312500 Penalty: 607.039734
	Iteration 6Q: 3 clusters Score -46411.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46413.894531 Penalty: 607.039734
	Iteration 7Q: 3 clusters Score -46413.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46413.785156 Penalty: 607.039734
	Iteration 8Q: 3 clusters Score -46413.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46414.140625 Penalty: 607.039734
	Iteration 9Q: 3 clusters Score -46414.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46414.812500 Penalty: 607.039734
	Iteration 10Q: 3 clusters Score -46414.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46414.812500 Penalty: 607.039734
	Iteration 11F: 3 clusters Score -46414.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (91737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Entering Unmasked Estep 
Score: -5672865.500000 Penalty: 519.914001
	Iteration 0F: 2 clusters Score -5672866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -5615479.500000 Penalty: 1039.828003
	Iteration 0F: 3 clusters Score -5615480 nChanged 44735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5642465.000000 Penalty: 1039.828003
	Iteration 1F: 3 clusters Score -5642465 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -5643963.500000 Penalty: 1039.828003
	Iteration 2Q: 3 clusters Score -5643964 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -5646584.500000 Penalty: 1039.828003
	Iteration 3F: 3 clusters Score -5646584 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5651608.000000 Penalty: 1039.828003
	Iteration 4F: 3 clusters Score -5651608 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5659302.000000 Penalty: 1039.828003
	Iteration 5F: 3 clusters Score -5659302 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5668381.500000 Penalty: 1039.828003
	Iteration 6F: 3 clusters Score -5668382 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -5673457.500000 Penalty: 1039.828003
	Iteration 7F: 3 clusters Score -5673458 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -5674962.000000 Penalty: 1039.828003
	Iteration 8Q: 3 clusters Score -5674962 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -5675017.500000 Penalty: 1039.828003
	Iteration 9Q: 3 clusters Score -5675018 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5674707.500000 Penalty: 1039.828003
	Iteration 10Q: 3 clusters Score -5674708 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5674329.500000 Penalty: 1039.828003
	Iteration 11Q: 3 clusters Score -5674330 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5673988.500000 Penalty: 1039.828003
	Iteration 12Q: 3 clusters Score -5673988 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5673672.000000 Penalty: 1039.828003
	Iteration 13Q: 3 clusters Score -5673672 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5673468.000000 Penalty: 1039.828003
	Iteration 14Q: 3 clusters Score -5673468 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5673349.000000 Penalty: 1039.828003
	Iteration 15Q: 3 clusters Score -5673349 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5673199.500000 Penalty: 1039.828003
	Iteration 16Q: 3 clusters Score -5673200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5673145.000000 Penalty: 1039.828003
	Iteration 17Q: 3 clusters Score -5673145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5673092.500000 Penalty: 1039.828003
	Iteration 18Q: 3 clusters Score -5673092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5673037.000000 Penalty: 1039.828003
	Iteration 19Q: 3 clusters Score -5673037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5673007.500000 Penalty: 1039.828003
	Iteration 20F: 3 clusters Score -5673008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5672986.500000 Penalty: 1039.828003
	Iteration 21Q: 3 clusters Score -5672986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5672970.500000 Penalty: 1039.828003
	Iteration 22Q: 3 clusters Score -5672970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5672962.500000 Penalty: 1039.828003
	Iteration 23Q: 3 clusters Score -5672962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5672966.000000 Penalty: 1039.828003
	Iteration 24Q: 3 clusters Score -5672966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5672958.000000 Penalty: 1039.828003
	Iteration 25Q: 3 clusters Score -5672958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5672954.000000 Penalty: 1039.828003
	Iteration 26Q: 3 clusters Score -5672954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5672958.500000 Penalty: 1039.828003
	Iteration 27Q: 3 clusters Score -5672958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5672949.000000 Penalty: 1039.828003
	Iteration 28Q: 3 clusters Score -5672949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5672946.500000 Penalty: 1039.828003
	Iteration 29Q: 3 clusters Score -5672946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5672942.500000 Penalty: 1039.828003
	Iteration 30Q: 3 clusters Score -5672942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5672939.000000 Penalty: 1039.828003
	Iteration 31Q: 3 clusters Score -5672939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5672938.000000 Penalty: 1039.828003
	Iteration 32Q: 3 clusters Score -5672938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5672938.000000 Penalty: 1039.828003
	Iteration 33Q: 3 clusters Score -5672938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5672938.000000 Penalty: 1039.828003
	Iteration 34F: 3 clusters Score -5672938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Entering Unmasked Estep 
Score: -53283668.000000 Penalty: 36175.500000
Splitting cluster 26 changes total score from -53283608.000000 to -53283668.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 27 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -6992.014160 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -6992.014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6768.475586 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -6768.476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6842.689941 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -6842.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6869.080566 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -6869.081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6884.569824 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -6884.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6909.624512 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -6909.625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6943.361816 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -6943.362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6953.929199 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -6953.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6953.929199 Penalty: 437.908783
	Iteration 7F: 3 clusters Score -6953.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6808.101074 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6808.101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6859.550293 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6859.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6866.613281 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6866.613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6879.903809 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6879.904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6892.299805 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6923.478516 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6923.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6931.215820 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -6931.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6984.460938 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -6984.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6984.460938 Penalty: 432.576691
	Iteration 8F: 3 clusters Score -6984.461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -197261.750000 Penalty: 367.396515
	Iteration 0F: 2 clusters Score -197261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -195046.171875 Penalty: 734.793030
	Iteration 0F: 3 clusters Score -195046.2 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -195751.281250 Penalty: 734.793030
	Iteration 1F: 3 clusters Score -195751.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -195850.031250 Penalty: 734.793030
	Iteration 2F: 3 clusters Score -195850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -195950.968750 Penalty: 734.793030
	Iteration 3F: 3 clusters Score -195951 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -196049.281250 Penalty: 734.793030
	Iteration 4F: 3 clusters Score -196049.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -196144.437500 Penalty: 734.793030
	Iteration 5F: 3 clusters Score -196144.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -196267.484375 Penalty: 734.793030
	Iteration 6F: 3 clusters Score -196267.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -196410.171875 Penalty: 734.793030
	Iteration 7F: 3 clusters Score -196410.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -196550.421875 Penalty: 734.793030
	Iteration 8F: 3 clusters Score -196550.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -196694.937500 Penalty: 734.793030
	Iteration 9Q: 3 clusters Score -196694.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -196799.375000 Penalty: 734.793030
	Iteration 10Q: 3 clusters Score -196799.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -196847.703125 Penalty: 734.793030
	Iteration 11Q: 3 clusters Score -196847.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -196885.562500 Penalty: 734.793030
	Iteration 12Q: 3 clusters Score -196885.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -196904.937500 Penalty: 734.793030
	Iteration 13Q: 3 clusters Score -196904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -196915.000000 Penalty: 734.793030
	Iteration 14Q: 3 clusters Score -196915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -196928.125000 Penalty: 734.793030
	Iteration 15Q: 3 clusters Score -196928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -196930.265625 Penalty: 734.793030
	Iteration 16Q: 3 clusters Score -196930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -196931.578125 Penalty: 734.793030
	Iteration 17Q: 3 clusters Score -196931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -196932.031250 Penalty: 734.793030
	Iteration 18Q: 3 clusters Score -196932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -196932.625000 Penalty: 734.793030
	Iteration 19Q: 3 clusters Score -196932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -196933.046875 Penalty: 734.793030
	Iteration 20F: 3 clusters Score -196933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -196934.000000 Penalty: 734.793030
	Iteration 21Q: 3 clusters Score -196934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -196935.046875 Penalty: 734.793030
	Iteration 22Q: 3 clusters Score -196935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -196935.312500 Penalty: 734.793030
	Iteration 23Q: 3 clusters Score -196935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -196935.312500 Penalty: 734.793030
	Iteration 24F: 3 clusters Score -196935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 158 members 
Entering Unmasked Estep 
Score: -19129.046875 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19129.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19210.748047 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19210.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19235.099609 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19252.027344 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -19252.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19274.613281 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19274.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19284.085938 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19284.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19289.261719 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19289.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19297.330078 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19297.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19302.253906 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19302.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19303.125000 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19303.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19303.621094 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19303.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19304.441406 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -19304.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19305.052734 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -19305.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19305.052734 Penalty: 524.632385
	Iteration 13F: 3 clusters Score -19305.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6703.926270 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6703.926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6494.407227 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -6494.407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6530.364746 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -6530.365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6542.814453 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -6542.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6545.259766 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -6545.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6546.333008 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -6546.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6546.333008 Penalty: 423.510376
	Iteration 5F: 3 clusters Score -6546.333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -21981.257812 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -21981.26 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 188 members 
Entering Unmasked Estep 
Score: -21586.730469 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -21586.73 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21890.494141 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -21890.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21991.001953 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -21991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22009.294922 Penalty: 547.025330
	Iteration 3Q: 3 clusters Score -22009.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22010.689453 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -22010.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22001.505859 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -22001.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22014.900391 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -22014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22019.513672 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -22019.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22024.041016 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -22024.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22014.048828 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -22014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22023.785156 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -22023.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22014.048828 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -22014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22023.785156 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -22023.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22014.048828 Penalty: 547.025330
	Iteration 13Q: 3 clusters Score -22014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22023.785156 Penalty: 547.025330
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	Iteration 405Q: 3 clusters Score -22014.05 nChanged 1
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	Iteration 408Q: 3 clusters Score -22023.79 nChanged 1
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	Iteration 410Q: 3 clusters Score -22023.79 nChanged 1
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	Iteration 411Q: 3 clusters Score -22014.05 nChanged 1
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	Iteration 412Q: 3 clusters Score -22023.79 nChanged 1
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	Iteration 414Q: 3 clusters Score -22023.79 nChanged 1
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Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22014.048828 Penalty: 547.025330
	Iteration 497Q: 3 clusters Score -22014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22023.785156 Penalty: 547.025330
	Iteration 498Q: 3 clusters Score -22023.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22014.048828 Penalty: 547.025330
	Iteration 499Q: 3 clusters Score -22014.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22023.785156 Penalty: 547.025330
	Iteration 500F: 3 clusters Score -22023.79 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 177 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 231 members 
Entering Unmasked Estep 
Score: -53283300.000000 Penalty: 36799.214844
Splitting cluster 32 changes total score from -53283608.000000 to -53283300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31994.224609 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -31994.22 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32112.351562 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32112.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32155.050781 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32155.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32189.878906 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -32189.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32211.375000 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32211.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32218.724609 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32218.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32225.314453 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32225.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32230.707031 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32230.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32239.826172 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32239.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32243.574219 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32243.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32244.623047 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32244.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32246.535156 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -32246.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32246.933594 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -32246.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32248.183594 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -32248.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32249.460938 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -32249.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32251.662109 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -32251.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32253.699219 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -32253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32254.736328 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -32254.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32255.039062 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -32255.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32255.039062 Penalty: 563.318665
	Iteration 19F: 3 clusters Score -32255.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -67032.562500 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -67032.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66188.085938 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -66188.09 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66494.609375 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -66494.61 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -66544.531250 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -66544.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -66573.109375 Penalty: 636.280762
	Iteration 3Q: 3 clusters Score -66573.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66596.585938 Penalty: 636.280762
	Iteration 4Q: 3 clusters Score -66596.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66623.890625 Penalty: 636.280762
	Iteration 5Q: 3 clusters Score -66623.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -66650.992188 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -66650.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66676.437500 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -66676.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -66695.625000 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -66695.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66719.093750 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -66719.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66755.562500 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -66755.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66790.132812 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -66790.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66824.468750 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -66824.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -66857.484375 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -66857.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66889.125000 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -66889.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66918.109375 Penalty: 636.280762
	Iteration 15Q: 3 clusters Score -66918.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66936.828125 Penalty: 636.280762
	Iteration 16Q: 3 clusters Score -66936.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66965.867188 Penalty: 636.280762
	Iteration 17Q: 3 clusters Score -66965.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66998.890625 Penalty: 636.280762
	Iteration 18Q: 3 clusters Score -66998.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67017.382812 Penalty: 636.280762
	Iteration 19Q: 3 clusters Score -67017.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67023.625000 Penalty: 636.280762
	Iteration 20F: 3 clusters Score -67023.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67024.109375 Penalty: 636.280762
	Iteration 21Q: 3 clusters Score -67024.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67024.109375 Penalty: 636.280762
	Iteration 22F: 3 clusters Score -67024.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -16912.937500 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -16912.94 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 177 members 
Entering Unmasked Estep 
Score: -16546.105469 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -16546.11 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16771.916016 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -16771.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16878.699219 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -16878.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17003.898438 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -17003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17102.937500 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -17102.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17244.232422 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -17244.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17255.156250 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -17255.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17258.058594 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -17258.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17260.568359 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -17260.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17260.568359 Penalty: 532.550415
	Iteration 9F: 3 clusters Score -17260.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Entering Unmasked Estep 
Score: -53283644.000000 Penalty: 36799.214844
Splitting cluster 35 changes total score from -53283608.000000 to -53283644.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -44664.726562 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44664.73 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44934.613281 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -44934.61 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45016.949219 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -45016.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45054.671875 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -45054.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45076.824219 Penalty: 599.216003
	Iteration 4Q: 3 clusters Score -45076.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45087.355469 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -45087.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45095.382812 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45095.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45102.621094 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45102.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45111.375000 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45111.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45121.046875 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45121.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45130.562500 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -45130.56 nChanged 10
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: -45136.019531 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -45136.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45139.332031 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -45139.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45150.015625 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -45150.02 nChanged 15
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: -45174.550781 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -45174.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45204.945312 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -45204.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45223.132812 Penalty: 599.216003
	Iteration 16Q: 3 clusters Score -45223.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45235.148438 Penalty: 599.216003
	Iteration 17Q: 3 clusters Score -45235.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45245.093750 Penalty: 599.216003
	Iteration 18Q: 3 clusters Score -45245.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45253.652344 Penalty: 599.216003
	Iteration 19Q: 3 clusters Score -45253.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45262.714844 Penalty: 599.216003
	Iteration 20F: 3 clusters Score -45262.71 nChanged 9
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: -45278.714844 Penalty: 599.216003
	Iteration 21Q: 3 clusters Score -45278.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45294.964844 Penalty: 599.216003
	Iteration 22Q: 3 clusters Score -45294.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45304.968750 Penalty: 599.216003
	Iteration 23Q: 3 clusters Score -45304.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45308.429688 Penalty: 599.216003
	Iteration 24Q: 3 clusters Score -45308.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45309.554688 Penalty: 599.216003
	Iteration 25Q: 3 clusters Score -45309.55 nChanged 1
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: -45310.117188 Penalty: 599.216003
	Iteration 26Q: 3 clusters Score -45310.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45310.687500 Penalty: 599.216003
	Iteration 27Q: 3 clusters Score -45310.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45310.972656 Penalty: 599.216003
	Iteration 28Q: 3 clusters Score -45310.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45310.972656 Penalty: 599.216003
	Iteration 29F: 3 clusters Score -45310.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7527.910645 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7527.911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7293.750977 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -7293.751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7396.310059 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -7396.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7418.792969 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -7418.793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7427.579590 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -7427.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7432.407715 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7432.408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7441.233398 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7441.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7442.715332 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -7442.715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7443.825684 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -7443.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7443.825684 Penalty: 455.359100
	Iteration 8F: 3 clusters Score -7443.826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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 109 members 
Entering Unmasked Estep 
Score: -12333.692383 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12333.69 nChanged 55
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: -12438.354492 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12438.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12461.430664 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12461.43 nChanged 7
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: -12473.974609 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -12473.97 nChanged 1
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: -12475.373047 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -12475.37 nChanged 1
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: -12475.700195 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12475.7 nChanged 1
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: -12476.313477 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12476.31 nChanged 1
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: -12479.919922 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -12479.92 nChanged 0
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: -12479.919922 Penalty: 485.715973
	Iteration 8F: 3 clusters Score -12479.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -193344.062500 Penalty: 365.161011
	Iteration 0F: 2 clusters Score -193344.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -191270.015625 Penalty: 730.322021
	Iteration 0F: 3 clusters Score -191270 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -192007.109375 Penalty: 730.322021
	Iteration 1F: 3 clusters Score -192007.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -192115.171875 Penalty: 730.322021
	Iteration 2F: 3 clusters Score -192115.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -192206.578125 Penalty: 730.322021
	Iteration 3F: 3 clusters Score -192206.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -192276.203125 Penalty: 730.322021
	Iteration 4Q: 3 clusters Score -192276.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -192372.468750 Penalty: 730.322021
	Iteration 5Q: 3 clusters Score -192372.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -192487.968750 Penalty: 730.322021
	Iteration 6F: 3 clusters Score -192488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -192598.421875 Penalty: 730.322021
	Iteration 7Q: 3 clusters Score -192598.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -192710.375000 Penalty: 730.322021
	Iteration 8Q: 3 clusters Score -192710.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -192805.734375 Penalty: 730.322021
	Iteration 9Q: 3 clusters Score -192805.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -192891.234375 Penalty: 730.322021
	Iteration 10Q: 3 clusters Score -192891.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -192977.531250 Penalty: 730.322021
	Iteration 11Q: 3 clusters Score -192977.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -193035.015625 Penalty: 730.322021
	Iteration 12Q: 3 clusters Score -193035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -193079.765625 Penalty: 730.322021
	Iteration 13Q: 3 clusters Score -193079.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -193116.296875 Penalty: 730.322021
	Iteration 14Q: 3 clusters Score -193116.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -193132.765625 Penalty: 730.322021
	Iteration 15Q: 3 clusters Score -193132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -193142.906250 Penalty: 730.322021
	Iteration 16Q: 3 clusters Score -193142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -193151.031250 Penalty: 730.322021
	Iteration 17Q: 3 clusters Score -193151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -193155.562500 Penalty: 730.322021
	Iteration 18Q: 3 clusters Score -193155.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -193157.593750 Penalty: 730.322021
	Iteration 19Q: 3 clusters Score -193157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -193157.828125 Penalty: 730.322021
	Iteration 20F: 3 clusters Score -193157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -193158.171875 Penalty: 730.322021
	Iteration 21Q: 3 clusters Score -193158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -193158.171875 Penalty: 730.322021
	Iteration 22F: 3 clusters Score -193158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -47100.621094 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -47100.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46476.203125 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -46476.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46818.859375 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -46818.86 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -46958.328125 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -46958.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47047.585938 Penalty: 605.057556
	Iteration 3F: 3 clusters Score -47047.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47104.105469 Penalty: 605.057556
	Iteration 4F: 3 clusters Score -47104.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47143.699219 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -47143.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47180.164062 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -47180.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47206.593750 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -47206.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47217.308594 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -47217.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47226.429688 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -47226.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47237.230469 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -47237.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -47248.222656 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -47248.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47261.714844 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -47261.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47266.640625 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -47266.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47267.699219 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -47267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47267.847656 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -47267.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -47268.953125 Penalty: 605.057556
	Iteration 16Q: 3 clusters Score -47268.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -47268.953125 Penalty: 605.057556
	Iteration 17F: 3 clusters Score -47268.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 328 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 444 members 
Entering Unmasked Estep 
Score: -53283524.000000 Penalty: 37422.929688
Splitting cluster 40 changes total score from -53283608.000000 to -53283524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -49960.960938 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -49960.96 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 389 members 
Entering Unmasked Estep 
Score: -49266.250000 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -49266.25 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49484.484375 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -49484.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49595.199219 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -49595.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49710.632812 Penalty: 610.989502
	Iteration 3F: 3 clusters Score -49710.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49803.835938 Penalty: 610.989502
	Iteration 4F: 3 clusters Score -49803.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49888.847656 Penalty: 610.989502
	Iteration 5F: 3 clusters Score -49888.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49959.175781 Penalty: 610.989502
	Iteration 6F: 3 clusters Score -49959.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50051.683594 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -50051.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50157.535156 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -50157.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -50176.582031 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -50176.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50183.992188 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -50183.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50184.789062 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -50184.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50184.824219 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -50184.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50184.824219 Penalty: 610.989502
	Iteration 13F: 3 clusters Score -50184.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 399 members 
Entering Unmasked Estep 
Score: -53283528.000000 Penalty: 37422.929688
Splitting cluster 41 changes total score from -53283608.000000 to -53283528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11943.559570 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11943.56 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 89 members 
Entering Unmasked Estep 
Score: -11691.402344 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11691.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11728.178711 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11728.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11748.390625 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -11748.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11751.756836 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -11751.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11761.901367 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -11761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11766.811523 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -11766.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11770.267578 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -11770.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11780.020508 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -11780.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11790.083008 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -11790.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11808.416992 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -11808.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11823.138672 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -11823.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11837.204102 Penalty: 467.357666
	Iteration 11Q: 3 clusters Score -11837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11845.436523 Penalty: 467.357666
	Iteration 12Q: 3 clusters Score -11845.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -11854.894531 Penalty: 467.357666
	Iteration 13Q: 3 clusters Score -11854.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -11857.911133 Penalty: 467.357666
	Iteration 14Q: 3 clusters Score -11857.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -11857.911133 Penalty: 467.357666
	Iteration 15F: 3 clusters Score -11857.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -16148.224609 Penalty: 279.560455
	Iteration 0F: 2 clusters Score -16148.22 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 221 members 
Entering Unmasked Estep 
Score: -15677.783203 Penalty: 559.120911
	Iteration 0F: 3 clusters Score -15677.78 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15898.807617 Penalty: 559.120911
	Iteration 1F: 3 clusters Score -15898.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15979.855469 Penalty: 559.120911
	Iteration 2F: 3 clusters Score -15979.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -16039.961914 Penalty: 559.120911
	Iteration 3F: 3 clusters Score -16039.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16069.354492 Penalty: 559.120911
	Iteration 4Q: 3 clusters Score -16069.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16087.656250 Penalty: 559.120911
	Iteration 5Q: 3 clusters Score -16087.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16097.283203 Penalty: 559.120911
	Iteration 6Q: 3 clusters Score -16097.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16109.435547 Penalty: 559.120911
	Iteration 7Q: 3 clusters Score -16109.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16112.428711 Penalty: 559.120911
	Iteration 8Q: 3 clusters Score -16112.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16115.835938 Penalty: 559.120911
	Iteration 9Q: 3 clusters Score -16115.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16119.583984 Penalty: 559.120911
	Iteration 10Q: 3 clusters Score -16119.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16121.851562 Penalty: 559.120911
	Iteration 11Q: 3 clusters Score -16121.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16122.866211 Penalty: 559.120911
	Iteration 12Q: 3 clusters Score -16122.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16122.866211 Penalty: 559.120911
	Iteration 13F: 3 clusters Score -16122.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -20140.386719 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -20140.39 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 163 members 
Entering Unmasked Estep 
Score: -19777.167969 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -19777.17 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19886.861328 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -19886.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19931.980469 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -19931.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19952.173828 Penalty: 529.627563
	Iteration 3F: 3 clusters Score -19952.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19960.220703 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -19960.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19965.845703 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -19965.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19968.611328 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -19968.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19971.656250 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -19971.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19976.125000 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -19976.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19993.392578 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -19993.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20019.414062 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -20019.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20034.273438 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -20034.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20039.611328 Penalty: 529.627563
	Iteration 12Q: 3 clusters Score -20039.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20043.275391 Penalty: 529.627563
	Iteration 13Q: 3 clusters Score -20043.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20046.142578 Penalty: 529.627563
	Iteration 14Q: 3 clusters Score -20046.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20046.142578 Penalty: 529.627563
	Iteration 15F: 3 clusters Score -20046.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -200709.562500 Penalty: 367.763367
	Iteration 0F: 2 clusters Score -200709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -198511.937500 Penalty: 735.526733
	Iteration 0F: 3 clusters Score -198511.9 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -199289.531250 Penalty: 735.526733
	Iteration 1F: 3 clusters Score -199289.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199442.515625 Penalty: 735.526733
	Iteration 2F: 3 clusters Score -199442.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -199681.890625 Penalty: 735.526733
	Iteration 3F: 3 clusters Score -199681.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -199931.578125 Penalty: 735.526733
	Iteration 4F: 3 clusters Score -199931.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -200173.687500 Penalty: 735.526733
	Iteration 5F: 3 clusters Score -200173.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -200331.015625 Penalty: 735.526733
	Iteration 6F: 3 clusters Score -200331 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -200407.640625 Penalty: 735.526733
	Iteration 7Q: 3 clusters Score -200407.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -200467.218750 Penalty: 735.526733
	Iteration 8Q: 3 clusters Score -200467.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -200506.671875 Penalty: 735.526733
	Iteration 9Q: 3 clusters Score -200506.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -200533.000000 Penalty: 735.526733
	Iteration 10Q: 3 clusters Score -200533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -200546.750000 Penalty: 735.526733
	Iteration 11Q: 3 clusters Score -200546.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -200554.468750 Penalty: 735.526733
	Iteration 12Q: 3 clusters Score -200554.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -200558.390625 Penalty: 735.526733
	Iteration 13Q: 3 clusters Score -200558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -200558.437500 Penalty: 735.526733
	Iteration 14Q: 3 clusters Score -200558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -200558.437500 Penalty: 735.526733
	Iteration 15F: 3 clusters Score -200558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -17580.861328 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -17580.86 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 164 members 
Entering Unmasked Estep 
Score: -17204.599609 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -17204.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17417.617188 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -17417.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17570.458984 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -17570.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17646.398438 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -17646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17690.335938 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -17690.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17730.824219 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -17730.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17756.314453 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -17756.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17756.314453 Penalty: 522.904541
	Iteration 7F: 3 clusters Score -17756.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 192 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 121 members 
Entering Unmasked Estep 
Score: -53283456.000000 Penalty: 37422.929688
Splitting cluster 46 changes total score from -53283608.000000 to -53283456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 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 709 members 
Entering Unmasked Estep 
Score: -91255.500000 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91255.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -91734.859375 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91734.86 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91830.609375 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91830.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91907.093750 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -91907.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -91992.976562 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -91992.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92069.445312 Penalty: 661.661743
	Iteration 5Q: 3 clusters Score -92069.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92153.828125 Penalty: 661.661743
	Iteration 6F: 3 clusters Score -92153.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92238.882812 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92238.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92281.531250 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92281.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92312.531250 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92312.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92327.289062 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92327.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -92339.359375 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92339.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92350.976562 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92350.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92365.132812 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -92365.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92368.187500 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -92368.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92372.867188 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -92372.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92379.265625 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -92379.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92385.296875 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -92385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92389.281250 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -92389.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92391.750000 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -92391.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92394.835938 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -92394.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92397.375000 Penalty: 661.661743
	Iteration 21Q: 3 clusters Score -92397.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92402.343750 Penalty: 661.661743
	Iteration 22Q: 3 clusters Score -92402.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92403.164062 Penalty: 661.661743
	Iteration 23Q: 3 clusters Score -92403.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92403.164062 Penalty: 661.661743
	Iteration 24F: 3 clusters Score -92403.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 972 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 466 members 
Entering Unmasked Estep 
Score: -53283404.000000 Penalty: 37422.929688
Splitting cluster 47 changes total score from -53283608.000000 to -53283404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -350972.718750 Penalty: 393.812256
	Iteration 0F: 2 clusters Score -350972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -347104.093750 Penalty: 787.624512
	Iteration 0F: 3 clusters Score -347104.1 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -348922.656250 Penalty: 787.624512
	Iteration 1F: 3 clusters Score -348922.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -349392.062500 Penalty: 787.624512
	Iteration 2F: 3 clusters Score -349392.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -349890.593750 Penalty: 787.624512
	Iteration 3F: 3 clusters Score -349890.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -350258.687500 Penalty: 787.624512
	Iteration 4F: 3 clusters Score -350258.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -350438.906250 Penalty: 787.624512
	Iteration 5Q: 3 clusters Score -350438.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -350530.531250 Penalty: 787.624512
	Iteration 6Q: 3 clusters Score -350530.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -350574.000000 Penalty: 787.624512
	Iteration 7Q: 3 clusters Score -350574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -350594.343750 Penalty: 787.624512
	Iteration 8Q: 3 clusters Score -350594.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -350602.656250 Penalty: 787.624512
	Iteration 9Q: 3 clusters Score -350602.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -350610.875000 Penalty: 787.624512
	Iteration 10Q: 3 clusters Score -350610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -350617.406250 Penalty: 787.624512
	Iteration 11Q: 3 clusters Score -350617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -350626.437500 Penalty: 787.624512
	Iteration 12Q: 3 clusters Score -350626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -350635.625000 Penalty: 787.624512
	Iteration 13Q: 3 clusters Score -350635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -350639.687500 Penalty: 787.624512
	Iteration 14Q: 3 clusters Score -350639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -350644.406250 Penalty: 787.624512
	Iteration 15Q: 3 clusters Score -350644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -350646.156250 Penalty: 787.624512
	Iteration 16Q: 3 clusters Score -350646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -350647.875000 Penalty: 787.624512
	Iteration 17Q: 3 clusters Score -350647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -350648.093750 Penalty: 787.624512
	Iteration 18Q: 3 clusters Score -350648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -350649.062500 Penalty: 787.624512
	Iteration 19Q: 3 clusters Score -350649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -350649.281250 Penalty: 787.624512
	Iteration 20F: 3 clusters Score -350649.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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 74 members 
Entering Unmasked Estep 
Score: -7575.816895 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7575.817 nChanged 27
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: -7612.521973 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7612.522 nChanged 2
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: -7614.623535 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7614.624 nChanged 0
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: -7614.623535 Penalty: 452.882751
	Iteration 3F: 3 clusters Score -7614.624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 90 members 
Entering Unmasked Estep 
Score: -9561.726562 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9561.727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9683.320312 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9683.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9741.554688 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9741.555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9843.037109 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -9843.037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9892.963867 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -9892.964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9926.357422 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9926.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9927.859375 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9927.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9927.859375 Penalty: 466.280701
	Iteration 7F: 3 clusters Score -9927.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 111 members 
Entering Unmasked Estep 
Score: -53283396.000000 Penalty: 37422.929688
Splitting cluster 50 changes total score from -53283608.000000 to -53283396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8924.195312 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8924.195 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 100 members 
Entering Unmasked Estep 
Score: -8656.830078 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -8656.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8809.886719 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -8809.887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8824.775391 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -8824.775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8718.699219 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -8718.699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8803.475586 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -8803.476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8828.620117 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -8828.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -8828.315430 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -8828.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8328.637695 Penalty: 235.771164
	Iteration 7Q: 2 clusters Score -8328.638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8924.195312 Penalty: 235.771164
	Iteration 8F: 2 clusters Score -8924.195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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 125 members 
Entering Unmasked Estep 
Score: -16196.694336 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16196.69 nChanged 79
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: -16296.976562 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16296.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16334.728516 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16334.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16354.363281 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16354.36 nChanged 5
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: -16361.967773 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16361.97 nChanged 7
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: -16374.126953 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16374.13 nChanged 9
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: -16387.216797 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16387.22 nChanged 5
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: -16396.027344 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16396.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16402.806641 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16402.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16410.091797 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16410.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16414.353516 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16414.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16416.679688 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16416.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16416.679688 Penalty: 507.066010
	Iteration 12F: 3 clusters Score -16416.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -21277.281250 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -21277.28 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 231 members 
Entering Unmasked Estep 
Score: -20856.126953 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -20856.13 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21194.906250 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -21194.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21302.712891 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -21302.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21335.082031 Penalty: 555.941528
	Iteration 3Q: 3 clusters Score -21335.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21355.335938 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -21355.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21366.138672 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -21366.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21374.365234 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -21374.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21383.769531 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -21383.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21391.121094 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -21391.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21398.691406 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -21398.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21409.716797 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -21409.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21418.128906 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -21418.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21422.445312 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -21422.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21433.333984 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -21433.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21451.105469 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -21451.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21468.837891 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -21468.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21482.556641 Penalty: 555.941528
	Iteration 16Q: 3 clusters Score -21482.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21483.359375 Penalty: 555.941528
	Iteration 17Q: 3 clusters Score -21483.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21487.820312 Penalty: 555.941528
	Iteration 18Q: 3 clusters Score -21487.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21490.816406 Penalty: 555.941528
	Iteration 19Q: 3 clusters Score -21490.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21491.283203 Penalty: 555.941528
	Iteration 20F: 3 clusters Score -21491.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 211 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 239 members 
Entering Unmasked Estep 
Score: -53283512.000000 Penalty: 37422.929688
Splitting cluster 53 changes total score from -53283608.000000 to -53283512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -91747.929688 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91747.93 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -92130.476562 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92130.48 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -92265.398438 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92265.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92410.937500 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92410.94 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -92524.664062 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92524.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -92591.625000 Penalty: 665.077393
	Iteration 5F: 3 clusters Score -92591.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92634.929688 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92634.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -92661.453125 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92661.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -92672.531250 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92672.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -92683.367188 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92683.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92694.515625 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92694.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92702.226562 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92702.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -92705.750000 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92705.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92707.468750 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92707.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -92707.890625 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92707.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -92708.875000 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92708.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -92709.031250 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92709.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -92714.000000 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -92716.953125 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92716.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -92719.398438 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -92719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -92721.210938 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -92721.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -92722.625000 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -92722.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -92725.468750 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -92725.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -92729.484375 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -92729.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -92731.218750 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -92731.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92733.070312 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -92733.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92733.710938 Penalty: 665.077393
	Iteration 26Q: 3 clusters Score -92733.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -92736.984375 Penalty: 665.077393
	Iteration 27Q: 3 clusters Score -92736.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92736.765625 Penalty: 665.077393
	Iteration 28Q: 3 clusters Score -92736.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92739.000000 Penalty: 665.077393
	Iteration 29Q: 3 clusters Score -92739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92739.484375 Penalty: 665.077393
	Iteration 30Q: 3 clusters Score -92739.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -92739.507812 Penalty: 665.077393
	Iteration 31Q: 3 clusters Score -92739.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92742.507812 Penalty: 665.077393
	Iteration 32Q: 3 clusters Score -92742.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92745.140625 Penalty: 665.077393
	Iteration 33Q: 3 clusters Score -92745.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92746.179688 Penalty: 665.077393
	Iteration 34Q: 3 clusters Score -92746.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92746.929688 Penalty: 665.077393
	Iteration 35Q: 3 clusters Score -92746.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92747.671875 Penalty: 665.077393
	Iteration 36Q: 3 clusters Score -92747.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92747.625000 Penalty: 665.077393
	Iteration 37Q: 3 clusters Score -92747.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92748.437500 Penalty: 665.077393
	Iteration 38Q: 3 clusters Score -92748.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -92748.437500 Penalty: 665.077393
	Iteration 39F: 3 clusters Score -92748.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -7380.740234 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -7380.74 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 83 members 
Entering Unmasked Estep 
Score: -7121.303223 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7121.303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7233.132324 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7233.132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7329.625977 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7329.626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7359.650879 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -7359.651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7393.302246 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -7393.302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7433.363281 Penalty: 466.280701
	Iteration 5F: 3 clusters Score -7433.363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7459.461914 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7459.462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7479.925781 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -7479.926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7494.611816 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -7494.612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7496.590820 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -7496.591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7497.046387 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -7497.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7497.046387 Penalty: 466.280701
	Iteration 11F: 3 clusters Score -7497.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 75 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 1243 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 93 members 
Entering Unmasked Estep 
Score: -53283384.000000 Penalty: 37422.929688
Splitting cluster 55 changes total score from -53283608.000000 to -53283384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22059.021484 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22059.02 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 187 members 
Entering Unmasked Estep 
Score: -21662.916016 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -21662.92 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21812.505859 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -21812.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21876.722656 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -21876.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21954.968750 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -21954.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21972.757812 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -21972.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21976.894531 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -21976.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21981.457031 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -21981.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21986.839844 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -21986.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21988.951172 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -21988.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21991.195312 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -21991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21991.195312 Penalty: 538.374390
	Iteration 10F: 3 clusters Score -21991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -79196.132812 Penalty: 324.200378
	Iteration 0F: 2 clusters Score -79196.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -78217.531250 Penalty: 648.400757
	Iteration 0F: 3 clusters Score -78217.53 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -78551.695312 Penalty: 648.400757
	Iteration 1F: 3 clusters Score -78551.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -78681.320312 Penalty: 648.400757
	Iteration 2F: 3 clusters Score -78681.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -78814.546875 Penalty: 648.400757
	Iteration 3F: 3 clusters Score -78814.55 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -78965.914062 Penalty: 648.400757
	Iteration 4F: 3 clusters Score -78965.91 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -79151.765625 Penalty: 648.400757
	Iteration 5F: 3 clusters Score -79151.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -79386.046875 Penalty: 648.400757
	Iteration 6F: 3 clusters Score -79386.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -79530.937500 Penalty: 648.400757
	Iteration 7Q: 3 clusters Score -79530.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -79555.695312 Penalty: 648.400757
	Iteration 8Q: 3 clusters Score -79555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -79562.781250 Penalty: 648.400757
	Iteration 9Q: 3 clusters Score -79562.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79570.976562 Penalty: 648.400757
	Iteration 10Q: 3 clusters Score -79570.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -79576.398438 Penalty: 648.400757
	Iteration 11Q: 3 clusters Score -79576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -79579.960938 Penalty: 648.400757
	Iteration 12Q: 3 clusters Score -79579.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -79581.109375 Penalty: 648.400757
	Iteration 13Q: 3 clusters Score -79581.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -79581.476562 Penalty: 648.400757
	Iteration 14Q: 3 clusters Score -79581.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -79582.281250 Penalty: 648.400757
	Iteration 15Q: 3 clusters Score -79582.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -79582.804688 Penalty: 648.400757
	Iteration 16Q: 3 clusters Score -79582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -79582.890625 Penalty: 648.400757
	Iteration 17Q: 3 clusters Score -79582.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -79582.890625 Penalty: 648.400757
	Iteration 18F: 3 clusters Score -79582.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 637 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 606 members 
Entering Unmasked Estep 
Score: -53283732.000000 Penalty: 37422.929688
Splitting cluster 57 changes total score from -53283608.000000 to -53283732.000000
So it's getting split into cluster 60.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89682 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 67899 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78909 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84716 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 79861 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19582 members 
Mstep: Class 17 contains 15127 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 79414 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91434 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 125 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3238 members 
Mstep: Class 46 contains 313 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5740 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 450 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 58. Lose 526.452026 but Gain 623.714844
Score: -53284136.000000 Penalty: 36799.214844
Iteration 199Q: 60 clusters Score -5.328414e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 90574 members 
Mstep: Class 6 contains 93085 members 
Mstep: Class 7 contains 68679 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 78885 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84534 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 79941 members 
Mstep: Class 14 contains 79844 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19302 members 
Mstep: Class 17 contains 15299 members 
Mstep: Class 18 contains 76625 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 79287 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 91471 members 
Mstep: Class 27 contains 123 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 816 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 456 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 3320 members 
Mstep: Class 46 contains 312 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5775 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 59 contains 223 members 
Mstep: Class 60 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284300.000000 Penalty: 36799.214844
Iteration 200F: 60 clusters Score -5.32843e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 91494 members 
Mstep: Class 6 contains 92334 members 
Mstep: Class 7 contains 69480 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78873 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84290 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 79925 members 
Mstep: Class 14 contains 79812 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 19011 members 
Mstep: Class 17 contains 15464 members 
Mstep: Class 18 contains 76465 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 79190 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 91291 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 161 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 797 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 3381 members 
Mstep: Class 46 contains 310 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5805 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 437 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 653 members 
Mstep: Class 59 contains 239 members 
Mstep: Class 60 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284844.000000 Penalty: 36799.214844
Iteration 201Q: 60 clusters Score -5.328484e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 92387 members 
Mstep: Class 6 contains 91627 members 
Mstep: Class 7 contains 70197 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78880 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84060 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 79965 members 
Mstep: Class 14 contains 79740 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 18708 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 76299 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 79050 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 91184 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 165 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 783 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 3452 members 
Mstep: Class 46 contains 309 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5826 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 436 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 367 members 
Mstep: Class 57 contains 656 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285136.000000 Penalty: 36799.214844
Iteration 202Q: 60 clusters Score -5.328514e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 93289 members 
Mstep: Class 6 contains 90946 members 
Mstep: Class 7 contains 70850 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78868 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83864 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 13 contains 80010 members 
Mstep: Class 14 contains 79709 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 18377 members 
Mstep: Class 17 contains 15769 members 
Mstep: Class 18 contains 76154 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 1348 members 
Mstep: Class 21 contains 78884 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 91086 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 771 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 3518 members 
Mstep: Class 46 contains 309 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5851 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 366 members 
Mstep: Class 57 contains 661 members 
Mstep: Class 59 contains 256 members 
Mstep: Class 60 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285740.000000 Penalty: 36799.214844
Iteration 203Q: 60 clusters Score -5.328574e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94168 members 
Mstep: Class 6 contains 90302 members 
Mstep: Class 7 contains 71469 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78860 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83720 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 80019 members 
Mstep: Class 14 contains 79678 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 18014 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 75967 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 1348 members 
Mstep: Class 21 contains 78779 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 90972 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1090 members 
Mstep: Class 35 contains 168 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 3597 members 
Mstep: Class 46 contains 309 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5872 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 431 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 659 members 
Mstep: Class 59 contains 265 members 
Mstep: Class 60 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286084.000000 Penalty: 36799.214844
Iteration 204Q: 60 clusters Score -5.328608e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 95033 members 
Mstep: Class 6 contains 89712 members 
Mstep: Class 7 contains 72198 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78836 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83509 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 80018 members 
Mstep: Class 14 contains 79643 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 17653 members 
Mstep: Class 17 contains 16119 members 
Mstep: Class 18 contains 75790 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 78663 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 90813 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 756 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 3673 members 
Mstep: Class 46 contains 309 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5892 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 657 members 
Mstep: Class 59 contains 270 members 
Mstep: Class 60 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286772.000000 Penalty: 36799.214844
Iteration 205Q: 60 clusters Score -5.328677e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 95832 members 
Mstep: Class 6 contains 89164 members 
Mstep: Class 7 contains 72908 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78832 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83289 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 80022 members 
Mstep: Class 14 contains 79636 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 16301 members 
Mstep: Class 18 contains 75609 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 78513 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 90593 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 178 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 752 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 3763 members 
Mstep: Class 46 contains 309 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5920 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 656 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287372.000000 Penalty: 36799.214844
Iteration 206Q: 60 clusters Score -5.328737e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 96570 members 
Mstep: Class 6 contains 88638 members 
Mstep: Class 7 contains 73619 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78827 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83021 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 80045 members 
Mstep: Class 14 contains 79629 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 16973 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 75422 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 78380 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 90405 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 183 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 750 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 3843 members 
Mstep: Class 46 contains 308 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5943 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 656 members 
Mstep: Class 59 contains 271 members 
Mstep: Class 60 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287492.000000 Penalty: 36799.214844
Iteration 207Q: 60 clusters Score -5.328749e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97300 members 
Mstep: Class 6 contains 88155 members 
Mstep: Class 7 contains 74275 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 78806 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82738 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 80081 members 
Mstep: Class 14 contains 79634 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 16610 members 
Mstep: Class 17 contains 16710 members 
Mstep: Class 18 contains 75233 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 1389 members 
Mstep: Class 21 contains 78255 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 90268 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3099 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1088 members 
Mstep: Class 35 contains 186 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 3918 members 
Mstep: Class 46 contains 307 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5962 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 366 members 
Mstep: Class 57 contains 654 members 
Mstep: Class 59 contains 273 members 
Mstep: Class 60 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288076.000000 Penalty: 36799.214844
Iteration 208Q: 60 clusters Score -5.328808e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97943 members 
Mstep: Class 6 contains 87686 members 
Mstep: Class 7 contains 74869 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 78780 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82557 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 80145 members 
Mstep: Class 14 contains 79615 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 16912 members 
Mstep: Class 18 contains 75092 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 78100 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 796 members 
Mstep: Class 26 contains 90148 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3093 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1087 members 
Mstep: Class 35 contains 186 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 3972 members 
Mstep: Class 46 contains 306 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5982 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 366 members 
Mstep: Class 57 contains 651 members 
Mstep: Class 59 contains 274 members 
Mstep: Class 60 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288368.000000 Penalty: 36799.214844
Iteration 209Q: 60 clusters Score -5.328837e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 98544 members 
Mstep: Class 6 contains 87275 members 
Mstep: Class 7 contains 75380 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 78773 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82489 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 80171 members 
Mstep: Class 14 contains 79611 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 15917 members 
Mstep: Class 17 contains 17108 members 
Mstep: Class 18 contains 74912 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 77959 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 90026 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3087 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 186 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 4010 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6001 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 645 members 
Mstep: Class 59 contains 274 members 
Mstep: Class 60 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288560.000000 Penalty: 36799.214844
Iteration 210Q: 60 clusters Score -5.328856e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99090 members 
Mstep: Class 6 contains 86868 members 
Mstep: Class 7 contains 75867 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 78779 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82431 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 80201 members 
Mstep: Class 14 contains 79633 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 15546 members 
Mstep: Class 17 contains 17331 members 
Mstep: Class 18 contains 74721 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 1421 members 
Mstep: Class 21 contains 77873 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 89893 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3081 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 186 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 149 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 747 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 4034 members 
Mstep: Class 46 contains 299 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6020 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 637 members 
Mstep: Class 59 contains 274 members 
Mstep: Class 60 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289116.000000 Penalty: 36799.214844
Iteration 211Q: 60 clusters Score -5.328912e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99576 members 
Mstep: Class 6 contains 86469 members 
Mstep: Class 7 contains 76373 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 78772 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82315 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 80248 members 
Mstep: Class 14 contains 79713 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 15177 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 74523 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 1428 members 
Mstep: Class 21 contains 77812 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 89701 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 746 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 335 members 
Mstep: Class 45 contains 4055 members 
Mstep: Class 46 contains 295 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6039 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 629 members 
Mstep: Class 59 contains 274 members 
Mstep: Class 60 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289420.000000 Penalty: 36799.214844
Iteration 212Q: 60 clusters Score -5.328942e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99986 members 
Mstep: Class 6 contains 86100 members 
Mstep: Class 7 contains 76947 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 78740 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82245 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 80278 members 
Mstep: Class 14 contains 79809 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 14802 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 74317 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 21 contains 77757 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 89471 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 150 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 4070 members 
Mstep: Class 46 contains 294 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6059 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 614 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289812.000000 Penalty: 36799.214844
Iteration 213Q: 60 clusters Score -5.328981e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100360 members 
Mstep: Class 6 contains 85669 members 
Mstep: Class 7 contains 77519 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 78685 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82195 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 80308 members 
Mstep: Class 14 contains 79927 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 14440 members 
Mstep: Class 17 contains 18094 members 
Mstep: Class 18 contains 74164 members 
Mstep: Class 19 contains 1294 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 77680 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 89224 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 743 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 4092 members 
Mstep: Class 46 contains 293 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6080 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 595 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290412.000000 Penalty: 36799.214844
Iteration 214Q: 60 clusters Score -5.329041e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100652 members 
Mstep: Class 6 contains 85213 members 
Mstep: Class 7 contains 78128 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 78669 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82114 members 
Mstep: Class 12 contains 1175 members 
Mstep: Class 13 contains 80345 members 
Mstep: Class 14 contains 80058 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 14043 members 
Mstep: Class 17 contains 18414 members 
Mstep: Class 18 contains 73980 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 77648 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 88990 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3062 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1081 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 740 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 338 members 
Mstep: Class 45 contains 4115 members 
Mstep: Class 46 contains 291 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6111 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 576 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291200.000000 Penalty: 36799.214844
Iteration 215Q: 60 clusters Score -5.32912e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100858 members 
Mstep: Class 6 contains 84788 members 
Mstep: Class 7 contains 78723 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 78603 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82080 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 80366 members 
Mstep: Class 14 contains 80209 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 18717 members 
Mstep: Class 18 contains 73758 members 
Mstep: Class 19 contains 1245 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 77713 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 88792 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3057 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 735 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4142 members 
Mstep: Class 46 contains 288 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6134 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 557 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291892.000000 Penalty: 36799.214844
Iteration 216Q: 60 clusters Score -5.329189e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101006 members 
Mstep: Class 6 contains 84368 members 
Mstep: Class 7 contains 79368 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 78460 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82092 members 
Mstep: Class 12 contains 1175 members 
Mstep: Class 13 contains 80360 members 
Mstep: Class 14 contains 80406 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 13209 members 
Mstep: Class 17 contains 19064 members 
Mstep: Class 18 contains 73526 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 77820 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 88545 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 732 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4167 members 
Mstep: Class 46 contains 288 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6161 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 540 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292492.000000 Penalty: 36799.214844
Iteration 217Q: 60 clusters Score -5.329249e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101095 members 
Mstep: Class 6 contains 83933 members 
Mstep: Class 7 contains 80101 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82127 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 13 contains 80315 members 
Mstep: Class 14 contains 80599 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 19380 members 
Mstep: Class 18 contains 73330 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 1492 members 
Mstep: Class 21 contains 77952 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 88302 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 727 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4200 members 
Mstep: Class 46 contains 288 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6196 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 531 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293084.000000 Penalty: 36799.214844
Iteration 218Q: 60 clusters Score -5.329308e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101090 members 
Mstep: Class 6 contains 83532 members 
Mstep: Class 7 contains 80803 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 78125 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82204 members 
Mstep: Class 12 contains 1169 members 
Mstep: Class 13 contains 80319 members 
Mstep: Class 14 contains 80713 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 12347 members 
Mstep: Class 17 contains 19667 members 
Mstep: Class 18 contains 73140 members 
Mstep: Class 19 contains 1208 members 
Mstep: Class 20 contains 1499 members 
Mstep: Class 21 contains 78140 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 88073 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3023 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 722 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4218 members 
Mstep: Class 46 contains 288 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6243 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 366 members 
Mstep: Class 57 contains 529 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293412.000000 Penalty: 36799.214844
Iteration 219Q: 60 clusters Score -5.329341e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101026 members 
Mstep: Class 6 contains 83178 members 
Mstep: Class 7 contains 81516 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77991 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82297 members 
Mstep: Class 12 contains 1168 members 
Mstep: Class 13 contains 80297 members 
Mstep: Class 14 contains 80809 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 11952 members 
Mstep: Class 17 contains 19955 members 
Mstep: Class 18 contains 72942 members 
Mstep: Class 19 contains 1200 members 
Mstep: Class 20 contains 1511 members 
Mstep: Class 21 contains 78332 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 87829 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4224 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6288 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 367 members 
Mstep: Class 57 contains 528 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293868.000000 Penalty: 36799.214844
Iteration 220F: 60 clusters Score -5.329387e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100916 members 
Mstep: Class 6 contains 82836 members 
Mstep: Class 7 contains 82346 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77870 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82385 members 
Mstep: Class 12 contains 1170 members 
Mstep: Class 13 contains 80206 members 
Mstep: Class 14 contains 80854 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 20201 members 
Mstep: Class 18 contains 72786 members 
Mstep: Class 19 contains 1193 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 78499 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 87607 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2985 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 191 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 772 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4240 members 
Mstep: Class 46 contains 286 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6357 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 418 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 368 members 
Mstep: Class 57 contains 527 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294396.000000 Penalty: 36799.214844
Iteration 221Q: 60 clusters Score -5.32944e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100763 members 
Mstep: Class 6 contains 82506 members 
Mstep: Class 7 contains 83265 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77800 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82475 members 
Mstep: Class 12 contains 1173 members 
Mstep: Class 13 contains 80039 members 
Mstep: Class 14 contains 80926 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 20448 members 
Mstep: Class 18 contains 72656 members 
Mstep: Class 19 contains 1194 members 
Mstep: Class 20 contains 1524 members 
Mstep: Class 21 contains 78652 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 87278 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 196 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3056 members 
Mstep: Class 40 contains 771 members 
Mstep: Class 41 contains 717 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4266 members 
Mstep: Class 46 contains 286 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6429 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 414 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 369 members 
Mstep: Class 57 contains 527 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294768.000000 Penalty: 36799.214844
Iteration 222Q: 60 clusters Score -5.329477e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100549 members 
Mstep: Class 6 contains 82150 members 
Mstep: Class 7 contains 84280 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77767 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82515 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 79812 members 
Mstep: Class 14 contains 81137 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 10761 members 
Mstep: Class 17 contains 20624 members 
Mstep: Class 18 contains 72545 members 
Mstep: Class 19 contains 1192 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 78861 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 86855 members 
Mstep: Class 27 contains 122 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2964 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 202 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 770 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4284 members 
Mstep: Class 46 contains 286 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6501 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 178 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 412 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 524 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295292.000000 Penalty: 36799.214844
Iteration 223Q: 60 clusters Score -5.329529e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100310 members 
Mstep: Class 6 contains 81723 members 
Mstep: Class 7 contains 85367 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77708 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82520 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 79605 members 
Mstep: Class 14 contains 81361 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 10351 members 
Mstep: Class 17 contains 20801 members 
Mstep: Class 18 contains 72435 members 
Mstep: Class 19 contains 1191 members 
Mstep: Class 20 contains 1540 members 
Mstep: Class 21 contains 79132 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 86450 members 
Mstep: Class 27 contains 124 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2951 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 209 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 768 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 444 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4299 members 
Mstep: Class 46 contains 286 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6569 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 177 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 405 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 522 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295888.000000 Penalty: 36799.214844
Iteration 224Q: 60 clusters Score -5.329589e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100039 members 
Mstep: Class 6 contains 81206 members 
Mstep: Class 7 contains 86517 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77619 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82501 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 79370 members 
Mstep: Class 14 contains 81624 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 9929 members 
Mstep: Class 17 contains 20974 members 
Mstep: Class 18 contains 72363 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 79527 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 85980 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 408 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 767 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 445 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4330 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6634 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 176 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 395 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296780.000000 Penalty: 36799.214844
Iteration 225Q: 60 clusters Score -5.329678e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99750 members 
Mstep: Class 6 contains 80735 members 
Mstep: Class 7 contains 87792 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 77501 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82465 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 79046 members 
Mstep: Class 14 contains 81842 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 9496 members 
Mstep: Class 17 contains 21099 members 
Mstep: Class 18 contains 72272 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 1575 members 
Mstep: Class 21 contains 80077 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 85449 members 
Mstep: Class 27 contains 127 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2909 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1078 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 765 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4353 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6698 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 177 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 389 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 276 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297412.000000 Penalty: 36799.214844
Iteration 226Q: 60 clusters Score -5.329741e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99450 members 
Mstep: Class 6 contains 80218 members 
Mstep: Class 7 contains 89004 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77383 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82452 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 78677 members 
Mstep: Class 14 contains 82114 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 21194 members 
Mstep: Class 18 contains 72184 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 1600 members 
Mstep: Class 21 contains 80727 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 84916 members 
Mstep: Class 27 contains 129 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3054 members 
Mstep: Class 40 contains 763 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4368 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6769 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298200.000000 Penalty: 36799.214844
Iteration 227Q: 60 clusters Score -5.32982e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99118 members 
Mstep: Class 6 contains 79703 members 
Mstep: Class 7 contains 90183 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77158 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82439 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 78300 members 
Mstep: Class 14 contains 82437 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 21249 members 
Mstep: Class 18 contains 72099 members 
Mstep: Class 19 contains 1199 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 81542 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 84338 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 219 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 760 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4389 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6838 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298592.000000 Penalty: 36799.214844
Iteration 228Q: 60 clusters Score -5.329859e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 98815 members 
Mstep: Class 6 contains 79191 members 
Mstep: Class 7 contains 91364 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76975 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82397 members 
Mstep: Class 12 contains 1175 members 
Mstep: Class 13 contains 77941 members 
Mstep: Class 14 contains 82633 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 8260 members 
Mstep: Class 17 contains 21240 members 
Mstep: Class 18 contains 72120 members 
Mstep: Class 19 contains 1208 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 82485 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 83642 members 
Mstep: Class 27 contains 133 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 759 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4402 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6911 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299328.000000 Penalty: 36799.214844
Iteration 229Q: 60 clusters Score -5.329933e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 98548 members 
Mstep: Class 6 contains 78708 members 
Mstep: Class 7 contains 92563 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76784 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82407 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 77595 members 
Mstep: Class 14 contains 82727 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7841 members 
Mstep: Class 17 contains 21154 members 
Mstep: Class 18 contains 72266 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 83660 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 82658 members 
Mstep: Class 27 contains 135 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 757 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4407 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7004 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299588.000000 Penalty: 36799.214844
Iteration 230Q: 60 clusters Score -5.329959e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 98254 members 
Mstep: Class 6 contains 78294 members 
Mstep: Class 7 contains 93702 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76687 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82455 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 77311 members 
Mstep: Class 14 contains 82737 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7451 members 
Mstep: Class 17 contains 21000 members 
Mstep: Class 18 contains 72552 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 1699 members 
Mstep: Class 21 contains 84904 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 81374 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2862 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 225 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 755 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4408 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7109 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299368.000000 Penalty: 36799.214844
Iteration 231Q: 60 clusters Score -5.329937e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97984 members 
Mstep: Class 6 contains 77985 members 
Mstep: Class 7 contains 94779 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76726 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82589 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 77028 members 
Mstep: Class 14 contains 82576 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 7105 members 
Mstep: Class 17 contains 20799 members 
Mstep: Class 18 contains 72887 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 86316 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 79723 members 
Mstep: Class 27 contains 140 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2857 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 752 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4416 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7236 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299292.000000 Penalty: 36799.214844
Iteration 232Q: 60 clusters Score -5.329929e+07 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97652 members 
Mstep: Class 6 contains 77700 members 
Mstep: Class 7 contains 95546 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76824 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82870 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 76946 members 
Mstep: Class 14 contains 82503 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 20515 members 
Mstep: Class 18 contains 73392 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 87697 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 77863 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4413 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7363 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298532.000000 Penalty: 36799.214844
Iteration 233Q: 60 clusters Score -5.329853e+07 nChanged 16425
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97218 members 
Mstep: Class 6 contains 77489 members 
Mstep: Class 7 contains 95904 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77078 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83235 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 77101 members 
Mstep: Class 14 contains 82273 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 20232 members 
Mstep: Class 18 contains 74058 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 89150 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 75879 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2848 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4433 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7474 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296764.000000 Penalty: 36799.214844
Iteration 234Q: 60 clusters Score -5.329676e+07 nChanged 16979
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 96660 members 
Mstep: Class 6 contains 77280 members 
Mstep: Class 7 contains 95616 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77397 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83737 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 77566 members 
Mstep: Class 14 contains 82179 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 6085 members 
Mstep: Class 17 contains 19969 members 
Mstep: Class 18 contains 74884 members 
Mstep: Class 19 contains 1131 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 90502 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 73967 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2833 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7574 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295420.000000 Penalty: 36799.214844
Iteration 235Q: 60 clusters Score -5.329542e+07 nChanged 16542
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 96111 members 
Mstep: Class 6 contains 77227 members 
Mstep: Class 7 contains 94891 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77695 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84419 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 78325 members 
Mstep: Class 14 contains 82045 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 19799 members 
Mstep: Class 18 contains 75874 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 91798 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 71668 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 148 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7666 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293844.000000 Penalty: 36799.214844
Iteration 236Q: 60 clusters Score -5.329384e+07 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 95538 members 
Mstep: Class 6 contains 77239 members 
Mstep: Class 7 contains 93829 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78095 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85257 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 79235 members 
Mstep: Class 14 contains 81901 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 19793 members 
Mstep: Class 18 contains 77108 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 92997 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 69019 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4404 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7755 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292344.000000 Penalty: 36799.214844
Iteration 237Q: 60 clusters Score -5.329234e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94885 members 
Mstep: Class 6 contains 77338 members 
Mstep: Class 7 contains 92615 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78503 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86058 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 80108 members 
Mstep: Class 14 contains 81745 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5323 members 
Mstep: Class 17 contains 19863 members 
Mstep: Class 18 contains 78453 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 94092 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 66506 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4392 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7818 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291128.000000 Penalty: 36799.214844
Iteration 238Q: 60 clusters Score -5.329113e+07 nChanged 14806
Entering ConstructFrom: 
Score: -53291128.000000 Penalty: 36799.214844
Entering ConstructFrom: 
Trying to split cluster 1 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -146516.328125 Penalty: 350.260315
	Iteration 0F: 2 clusters Score -146516.3 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 1141 members 
Entering Unmasked Estep 
Score: -144977.687500 Penalty: 700.520630
	Iteration 0F: 3 clusters Score -144977.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -145471.781250 Penalty: 700.520630
	Iteration 1F: 3 clusters Score -145471.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -145522.859375 Penalty: 700.520630
	Iteration 2F: 3 clusters Score -145522.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -145574.937500 Penalty: 700.520630
	Iteration 3F: 3 clusters Score -145574.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -145618.281250 Penalty: 700.520630
	Iteration 4Q: 3 clusters Score -145618.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -145660.250000 Penalty: 700.520630
	Iteration 5Q: 3 clusters Score -145660.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -145719.953125 Penalty: 700.520630
	Iteration 6Q: 3 clusters Score -145720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -145804.031250 Penalty: 700.520630
	Iteration 7Q: 3 clusters Score -145804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -145905.453125 Penalty: 700.520630
	Iteration 8F: 3 clusters Score -145905.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -145994.046875 Penalty: 700.520630
	Iteration 9Q: 3 clusters Score -145994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -146056.750000 Penalty: 700.520630
	Iteration 10Q: 3 clusters Score -146056.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -146106.109375 Penalty: 700.520630
	Iteration 11Q: 3 clusters Score -146106.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -146146.515625 Penalty: 700.520630
	Iteration 12Q: 3 clusters Score -146146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -146168.359375 Penalty: 700.520630
	Iteration 13Q: 3 clusters Score -146168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -146177.671875 Penalty: 700.520630
	Iteration 14Q: 3 clusters Score -146177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -146185.031250 Penalty: 700.520630
	Iteration 15Q: 3 clusters Score -146185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -146189.968750 Penalty: 700.520630
	Iteration 16Q: 3 clusters Score -146190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -146193.031250 Penalty: 700.520630
	Iteration 17Q: 3 clusters Score -146193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -146196.484375 Penalty: 700.520630
	Iteration 18Q: 3 clusters Score -146196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -146198.250000 Penalty: 700.520630
	Iteration 19Q: 3 clusters Score -146198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -146198.250000 Penalty: 700.520630
	Iteration 20F: 3 clusters Score -146198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -8388.916992 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -8388.917 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 194 members 
Entering Unmasked Estep 
Score: -8009.728027 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -8009.728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8195.902344 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -8195.902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8313.356445 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -8313.356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8391.909180 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -8391.909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8448.397461 Penalty: 543.152405
	Iteration 4F: 3 clusters Score -8448.397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8465.274414 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -8465.274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8479.495117 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -8479.495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8488.625977 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -8488.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8490.522461 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -8490.522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8491.049805 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -8491.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8491.532227 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -8491.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8491.532227 Penalty: 543.152405
	Iteration 11F: 3 clusters Score -8491.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 139 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 252 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288664.000000 Penalty: 37422.929688
Splitting cluster 2 changes total score from -53291128.000000 to -53288664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73756.382812 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73756.38 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -74021.968750 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74021.97 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -74097.937500 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74097.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -74182.953125 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -74182.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74242.710938 Penalty: 641.797607
	Iteration 4F: 3 clusters Score -74242.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74291.640625 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -74291.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -74326.585938 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -74326.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -74355.531250 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -74355.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -74375.453125 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74375.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -74398.914062 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74398.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -74417.125000 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74417.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -74427.632812 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74427.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -74430.492188 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74430.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -74431.976562 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74431.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -74433.750000 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74433.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74437.781250 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74437.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -74438.507812 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74438.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74438.460938 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74438.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -74438.460938 Penalty: 641.797607
	Iteration 18F: 3 clusters Score -74438.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 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 207 members 
Entering Unmasked Estep 
Score: -26179.814453 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26179.81 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26313.363281 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26313.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26405.716797 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26405.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26464.902344 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -26464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26531.896484 Penalty: 550.310913
	Iteration 4F: 3 clusters Score -26531.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26587.058594 Penalty: 550.310913
	Iteration 5F: 3 clusters Score -26587.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26629.683594 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26629.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26683.871094 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26683.87 nChanged 5
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: -26700.525391 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26700.53 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: -26709.632812 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26709.63 nChanged 1
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: -26710.923828 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26710.92 nChanged 1
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: -26712.128906 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26712.13 nChanged 0
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: -26712.128906 Penalty: 550.310913
	Iteration 12F: 3 clusters Score -26712.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 195 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 228 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288700.000000 Penalty: 37422.929688
Splitting cluster 4 changes total score from -53291128.000000 to -53288700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (94252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Entering Unmasked Estep 
Score: -5782055.000000 Penalty: 521.144592
	Iteration 0F: 2 clusters Score -5782055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5719510.000000 Penalty: 1042.289185
	Iteration 0F: 3 clusters Score -5719510 nChanged 45906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5747097 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -5748117.500000 Penalty: 1042.289185
	Iteration 2Q: 3 clusters Score -5748118 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -5749578.500000 Penalty: 1042.289185
	Iteration 3Q: 3 clusters Score -5749578 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -5751664.500000 Penalty: 1042.289185
	Iteration 4Q: 3 clusters Score -5751664 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5755020 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5759445 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -5763960.000000 Penalty: 1042.289185
	Iteration 7F: 3 clusters Score -5763960 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5766379 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5767342.500000 Penalty: 1042.289185
	Iteration 9Q: 3 clusters Score -5767342 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -5767985.500000 Penalty: 1042.289185
	Iteration 10Q: 3 clusters Score -5767986 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -5768557.000000 Penalty: 1042.289185
	Iteration 11Q: 3 clusters Score -5768557 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5769196.000000 Penalty: 1042.289185
	Iteration 12Q: 3 clusters Score -5769196 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -5769959.500000 Penalty: 1042.289185
	Iteration 13Q: 3 clusters Score -5769960 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5770664.500000 Penalty: 1042.289185
	Iteration 14Q: 3 clusters Score -5770664 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5771418.000000 Penalty: 1042.289185
	Iteration 15Q: 3 clusters Score -5771418 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5772215.500000 Penalty: 1042.289185
	Iteration 16Q: 3 clusters Score -5772216 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -5773042.000000 Penalty: 1042.289185
	Iteration 17Q: 3 clusters Score -5773042 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -5773869.500000 Penalty: 1042.289185
	Iteration 18Q: 3 clusters Score -5773870 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -5774693.000000 Penalty: 1042.289185
	Iteration 19Q: 3 clusters Score -5774693 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -5775403.000000 Penalty: 1042.289185
	Iteration 20F: 3 clusters Score -5775403 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -5776108.000000 Penalty: 1042.289185
	Iteration 21Q: 3 clusters Score -5776108 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -5776637.000000 Penalty: 1042.289185
	Iteration 22Q: 3 clusters Score -5776637 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -5777040.500000 Penalty: 1042.289185
	Iteration 23Q: 3 clusters Score -5777040 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -5777335.500000 Penalty: 1042.289185
	Iteration 24Q: 3 clusters Score -5777336 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -5777586.500000 Penalty: 1042.289185
	Iteration 25Q: 3 clusters Score -5777586 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -5777781.000000 Penalty: 1042.289185
	Iteration 26Q: 3 clusters Score -5777781 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -5777913.500000 Penalty: 1042.289185
	Iteration 27Q: 3 clusters Score -5777914 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -5778014.000000 Penalty: 1042.289185
	Iteration 28Q: 3 clusters Score -5778014 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -5778138.000000 Penalty: 1042.289185
	Iteration 29Q: 3 clusters Score -5778138 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -5778265.000000 Penalty: 1042.289185
	Iteration 30Q: 3 clusters Score -5778265 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -5778370.000000 Penalty: 1042.289185
	Iteration 31Q: 3 clusters Score -5778370 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -5778490.000000 Penalty: 1042.289185
	Iteration 32Q: 3 clusters Score -5778490 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5778590 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -5778695.500000 Penalty: 1042.289185
	Iteration 34Q: 3 clusters Score -5778696 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5778828 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -5778891.000000 Penalty: 1042.289185
	Iteration 36Q: 3 clusters Score -5778891 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -5778986.000000 Penalty: 1042.289185
	Iteration 37Q: 3 clusters Score -5778986 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5779080 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -5779173.500000 Penalty: 1042.289185
	Iteration 39Q: 3 clusters Score -5779174 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -5779249.000000 Penalty: 1042.289185
	Iteration 40F: 3 clusters Score -5779249 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -5779330.000000 Penalty: 1042.289185
	Iteration 41Q: 3 clusters Score -5779330 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -5779417.500000 Penalty: 1042.289185
	Iteration 42Q: 3 clusters Score -5779418 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5779480 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -5779521.500000 Penalty: 1042.289185
	Iteration 44Q: 3 clusters Score -5779522 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -5779579.500000 Penalty: 1042.289185
	Iteration 45Q: 3 clusters Score -5779580 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -5779657.000000 Penalty: 1042.289185
	Iteration 46Q: 3 clusters Score -5779657 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -5779711.500000 Penalty: 1042.289185
	Iteration 47Q: 3 clusters Score -5779712 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -5779748.000000 Penalty: 1042.289185
	Iteration 48Q: 3 clusters Score -5779748 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -5779805.500000 Penalty: 1042.289185
	Iteration 49Q: 3 clusters Score -5779806 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
Score: -5779862.000000 Penalty: 1042.289185
	Iteration 50Q: 3 clusters Score -5779862 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -5779904.000000 Penalty: 1042.289185
	Iteration 51Q: 3 clusters Score -5779904 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -5779954.500000 Penalty: 1042.289185
	Iteration 52Q: 3 clusters Score -5779954 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5779991 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -5780035.000000 Penalty: 1042.289185
	Iteration 54Q: 3 clusters Score -5780035 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5780057 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -5780114.000000 Penalty: 1042.289185
	Iteration 56Q: 3 clusters Score -5780114 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5780124 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -5780162.500000 Penalty: 1042.289185
	Iteration 58Q: 3 clusters Score -5780162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -5780185.000000 Penalty: 1042.289185
	Iteration 59Q: 3 clusters Score -5780185 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -5780214.000000 Penalty: 1042.289185
	Iteration 60F: 3 clusters Score -5780214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -5780250.000000 Penalty: 1042.289185
	Iteration 61Q: 3 clusters Score -5780250 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -5780313.000000 Penalty: 1042.289185
	Iteration 62Q: 3 clusters Score -5780313 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -5780334.000000 Penalty: 1042.289185
	Iteration 63Q: 3 clusters Score -5780334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -5780410.000000 Penalty: 1042.289185
	Iteration 64Q: 3 clusters Score -5780410 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -5780453.500000 Penalty: 1042.289185
	Iteration 65Q: 3 clusters Score -5780454 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5780490 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -5780504.000000 Penalty: 1042.289185
	Iteration 67Q: 3 clusters Score -5780504 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -5780527.000000 Penalty: 1042.289185
	Iteration 68Q: 3 clusters Score -5780527 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -5780551.500000 Penalty: 1042.289185
	Iteration 69Q: 3 clusters Score -5780552 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -5780578.000000 Penalty: 1042.289185
	Iteration 70Q: 3 clusters Score -5780578 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -5780616.500000 Penalty: 1042.289185
	Iteration 71Q: 3 clusters Score -5780616 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -5780619.500000 Penalty: 1042.289185
	Iteration 72Q: 3 clusters Score -5780620 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -5780624.000000 Penalty: 1042.289185
	Iteration 73Q: 3 clusters Score -5780624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -5780665.500000 Penalty: 1042.289185
	Iteration 74Q: 3 clusters Score -5780666 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -5780648.500000 Penalty: 1042.289185
	Iteration 75Q: 3 clusters Score -5780648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -5780669.000000 Penalty: 1042.289185
	Iteration 76Q: 3 clusters Score -5780669 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -5780671.500000 Penalty: 1042.289185
	Iteration 77Q: 3 clusters Score -5780672 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -5780688.000000 Penalty: 1042.289185
	Iteration 78Q: 3 clusters Score -5780688 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5780704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -5780719.500000 Penalty: 1042.289185
	Iteration 80F: 3 clusters Score -5780720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -5780715.500000 Penalty: 1042.289185
	Iteration 81Q: 3 clusters Score -5780716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -5780726.500000 Penalty: 1042.289185
	Iteration 82Q: 3 clusters Score -5780726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -5780727.000000 Penalty: 1042.289185
	Iteration 83Q: 3 clusters Score -5780727 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -5780720.500000 Penalty: 1042.289185
	Iteration 84Q: 3 clusters Score -5780720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -5780707.000000 Penalty: 1042.289185
	Iteration 85Q: 3 clusters Score -5780707 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -5780726.500000 Penalty: 1042.289185
	Iteration 86Q: 3 clusters Score -5780726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -5780735.000000 Penalty: 1042.289185
	Iteration 87Q: 3 clusters Score -5780735 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -5780755.000000 Penalty: 1042.289185
	Iteration 88Q: 3 clusters Score -5780755 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -5780746.500000 Penalty: 1042.289185
	Iteration 89Q: 3 clusters Score -5780746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -5780756.000000 Penalty: 1042.289185
	Iteration 90Q: 3 clusters Score -5780756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -5780752.500000 Penalty: 1042.289185
	Iteration 91Q: 3 clusters Score -5780752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -5780773.500000 Penalty: 1042.289185
	Iteration 92Q: 3 clusters Score -5780774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -5780790.000000 Penalty: 1042.289185
	Iteration 93Q: 3 clusters Score -5780790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5780786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5780798 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5780792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5780801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5780822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5780811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5780836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -5780840.000000 Penalty: 1042.289185
	Iteration 101Q: 3 clusters Score -5780840 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5780856 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5780858 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5780878 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5780899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5780930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5780926 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5780946 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5780972 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5780990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5781022 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5781036 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5781030 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -5781027.000000 Penalty: 1042.289185
	Iteration 114Q: 3 clusters Score -5781027 nChanged 133
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Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5781014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5781022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5781024 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5781034 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5781067 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5781067 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5781070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5781072 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5781088 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5781087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5781092 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5781106 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5781102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5781099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5781102 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5781116 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5781119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5781118 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5781116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -5781114.500000 Penalty: 1042.289185
	Iteration 134Q: 3 clusters Score -5781114 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5781114 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5781118 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -5781127.000000 Penalty: 1042.289185
	Iteration 137Q: 3 clusters Score -5781127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5781112 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5781116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -5781120.000000 Penalty: 1042.289185
	Iteration 140F: 3 clusters Score -5781120 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -5781125.000000 Penalty: 1042.289185
	Iteration 141Q: 3 clusters Score -5781125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5781116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5781122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5781110 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5781097 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5781090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5781086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5781096 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5781096 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5781102 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5781110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5781112 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5781110 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5781116 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5781112 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5781102 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5781101 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5781104 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5781106 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5781103 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5781106 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5781102 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5781104 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7419 members 
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	Iteration 164Q: 3 clusters Score -5781104 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5781108 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5781105 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5781103 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5781106 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5781098 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 86902 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5781091 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5781095 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5781098 nChanged 7
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Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5781096 nChanged 8
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Mstep: Class 1 contains 7319 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5781098 nChanged 9
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Mstep: Class 1 contains 7310 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5781102 nChanged 7
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5781099 nChanged 9
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Mstep: Class 1 contains 7294 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5781100 nChanged 7
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Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5781100 nChanged 7
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Mstep: Class 1 contains 7280 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5781100 nChanged 6
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5781102 nChanged 10
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Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5781107 nChanged 10
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Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5781104 nChanged 7
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Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5781106 nChanged 7
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Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5781108 nChanged 8
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Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5781100 nChanged 7
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Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5781102 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5781104 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -5781101.000000 Penalty: 1042.289185
	Iteration 188Q: 3 clusters Score -5781101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -5781098.000000 Penalty: 1042.289185
	Iteration 189Q: 3 clusters Score -5781098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -5781103.000000 Penalty: 1042.289185
	Iteration 190Q: 3 clusters Score -5781103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -5781094.500000 Penalty: 1042.289185
	Iteration 191Q: 3 clusters Score -5781094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -5781092.000000 Penalty: 1042.289185
	Iteration 192Q: 3 clusters Score -5781092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -5781093.000000 Penalty: 1042.289185
	Iteration 193Q: 3 clusters Score -5781093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -5781088.000000 Penalty: 1042.289185
	Iteration 194Q: 3 clusters Score -5781088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -5781094.500000 Penalty: 1042.289185
	Iteration 195Q: 3 clusters Score -5781094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -5781100.500000 Penalty: 1042.289185
	Iteration 196Q: 3 clusters Score -5781100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -5781096.500000 Penalty: 1042.289185
	Iteration 197Q: 3 clusters Score -5781096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -5781089.500000 Penalty: 1042.289185
	Iteration 198Q: 3 clusters Score -5781090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -5781088.500000 Penalty: 1042.289185
	Iteration 199Q: 3 clusters Score -5781088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -5781088.500000 Penalty: 1042.289185
	Iteration 200F: 3 clusters Score -5781088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -5781082.500000 Penalty: 1042.289185
	Iteration 201Q: 3 clusters Score -5781082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -5781085.000000 Penalty: 1042.289185
	Iteration 202Q: 3 clusters Score -5781085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -5781081.000000 Penalty: 1042.289185
	Iteration 203Q: 3 clusters Score -5781081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -5781083.000000 Penalty: 1042.289185
	Iteration 204Q: 3 clusters Score -5781083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -5781084.000000 Penalty: 1042.289185
	Iteration 205Q: 3 clusters Score -5781084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -5781087.500000 Penalty: 1042.289185
	Iteration 206Q: 3 clusters Score -5781088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -5781087.500000 Penalty: 1042.289185
	Iteration 207Q: 3 clusters Score -5781088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -5781088.500000 Penalty: 1042.289185
	Iteration 208Q: 3 clusters Score -5781088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -5781093.000000 Penalty: 1042.289185
	Iteration 209Q: 3 clusters Score -5781093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -5781092.500000 Penalty: 1042.289185
	Iteration 210Q: 3 clusters Score -5781092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -5781092.500000 Penalty: 1042.289185
	Iteration 211F: 3 clusters Score -5781092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Entering Unmasked Estep 
Score: -4755815.500000 Penalty: 512.239929
	Iteration 0F: 2 clusters Score -4755816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -4703470.000000 Penalty: 1024.479858
	Iteration 0F: 3 clusters Score -4703470 nChanged 37683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4726682.500000 Penalty: 1024.479858
	Iteration 1F: 3 clusters Score -4726682 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4728203.000000 Penalty: 1024.479858
	Iteration 2Q: 3 clusters Score -4728203 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4730402.000000 Penalty: 1024.479858
	Iteration 3F: 3 clusters Score -4730402 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -4733552.500000 Penalty: 1024.479858
	Iteration 4F: 3 clusters Score -4733552 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4737486.500000 Penalty: 1024.479858
	Iteration 5F: 3 clusters Score -4737486 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -4741332.500000 Penalty: 1024.479858
	Iteration 6F: 3 clusters Score -4741332 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -4743371.500000 Penalty: 1024.479858
	Iteration 7F: 3 clusters Score -4743372 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -4744064.000000 Penalty: 1024.479858
	Iteration 8Q: 3 clusters Score -4744064 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -4744371.000000 Penalty: 1024.479858
	Iteration 9Q: 3 clusters Score -4744371 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -4744649.500000 Penalty: 1024.479858
	Iteration 10Q: 3 clusters Score -4744650 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -4744989.500000 Penalty: 1024.479858
	Iteration 11Q: 3 clusters Score -4744990 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -4745235.500000 Penalty: 1024.479858
	Iteration 12Q: 3 clusters Score -4745236 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -4745525.000000 Penalty: 1024.479858
	Iteration 13Q: 3 clusters Score -4745525 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -4745885.000000 Penalty: 1024.479858
	Iteration 14Q: 3 clusters Score -4745885 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -4746247.500000 Penalty: 1024.479858
	Iteration 15Q: 3 clusters Score -4746248 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -4746644.500000 Penalty: 1024.479858
	Iteration 16Q: 3 clusters Score -4746644 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -4747020.000000 Penalty: 1024.479858
	Iteration 17Q: 3 clusters Score -4747020 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -4747478.500000 Penalty: 1024.479858
	Iteration 18Q: 3 clusters Score -4747478 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -4747936.000000 Penalty: 1024.479858
	Iteration 19Q: 3 clusters Score -4747936 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -4748350.000000 Penalty: 1024.479858
	Iteration 20F: 3 clusters Score -4748350 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -4748785.500000 Penalty: 1024.479858
	Iteration 21Q: 3 clusters Score -4748786 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -4749137.000000 Penalty: 1024.479858
	Iteration 22Q: 3 clusters Score -4749137 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -4749483.000000 Penalty: 1024.479858
	Iteration 23Q: 3 clusters Score -4749483 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -4749767.500000 Penalty: 1024.479858
	Iteration 24Q: 3 clusters Score -4749768 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -4750071.000000 Penalty: 1024.479858
	Iteration 25Q: 3 clusters Score -4750071 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -4750317.500000 Penalty: 1024.479858
	Iteration 26Q: 3 clusters Score -4750318 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -4750564.500000 Penalty: 1024.479858
	Iteration 27Q: 3 clusters Score -4750564 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -4750801.000000 Penalty: 1024.479858
	Iteration 28Q: 3 clusters Score -4750801 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -4751032.500000 Penalty: 1024.479858
	Iteration 29Q: 3 clusters Score -4751032 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -4751220.500000 Penalty: 1024.479858
	Iteration 30Q: 3 clusters Score -4751220 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -4751433.500000 Penalty: 1024.479858
	Iteration 31Q: 3 clusters Score -4751434 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -4751591.500000 Penalty: 1024.479858
	Iteration 32Q: 3 clusters Score -4751592 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -4751799.500000 Penalty: 1024.479858
	Iteration 33Q: 3 clusters Score -4751800 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -4751996.000000 Penalty: 1024.479858
	Iteration 34Q: 3 clusters Score -4751996 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -4752206.000000 Penalty: 1024.479858
	Iteration 35Q: 3 clusters Score -4752206 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -4752379.500000 Penalty: 1024.479858
	Iteration 36Q: 3 clusters Score -4752380 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -4752555.000000 Penalty: 1024.479858
	Iteration 37Q: 3 clusters Score -4752555 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -4752780.500000 Penalty: 1024.479858
	Iteration 38Q: 3 clusters Score -4752780 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -4752948.500000 Penalty: 1024.479858
	Iteration 39Q: 3 clusters Score -4752948 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -4753136.000000 Penalty: 1024.479858
	Iteration 40F: 3 clusters Score -4753136 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -4753319.500000 Penalty: 1024.479858
	Iteration 41Q: 3 clusters Score -4753320 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -4753452.000000 Penalty: 1024.479858
	Iteration 42Q: 3 clusters Score -4753452 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -4753630.000000 Penalty: 1024.479858
	Iteration 43Q: 3 clusters Score -4753630 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -4753800.500000 Penalty: 1024.479858
	Iteration 44Q: 3 clusters Score -4753800 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -4753960.000000 Penalty: 1024.479858
	Iteration 45Q: 3 clusters Score -4753960 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -4754119.000000 Penalty: 1024.479858
	Iteration 46Q: 3 clusters Score -4754119 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 73495 members 
Entering Unmasked Estep 
Score: -4754272.500000 Penalty: 1024.479858
	Iteration 47Q: 3 clusters Score -4754272 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -4754409.500000 Penalty: 1024.479858
	Iteration 48Q: 3 clusters Score -4754410 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -4754542.500000 Penalty: 1024.479858
	Iteration 49Q: 3 clusters Score -4754542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -4754657.000000 Penalty: 1024.479858
	Iteration 50Q: 3 clusters Score -4754657 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -4754730.000000 Penalty: 1024.479858
	Iteration 51Q: 3 clusters Score -4754730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -4754833.000000 Penalty: 1024.479858
	Iteration 52Q: 3 clusters Score -4754833 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -4754922.000000 Penalty: 1024.479858
	Iteration 53Q: 3 clusters Score -4754922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -4755003.000000 Penalty: 1024.479858
	Iteration 54Q: 3 clusters Score -4755003 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -4755067.000000 Penalty: 1024.479858
	Iteration 55Q: 3 clusters Score -4755067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -4755125.500000 Penalty: 1024.479858
	Iteration 56Q: 3 clusters Score -4755126 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -4755174.500000 Penalty: 1024.479858
	Iteration 57Q: 3 clusters Score -4755174 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -4755227.500000 Penalty: 1024.479858
	Iteration 58Q: 3 clusters Score -4755228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -4755256.500000 Penalty: 1024.479858
	Iteration 59Q: 3 clusters Score -4755256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -4755271.000000 Penalty: 1024.479858
	Iteration 60F: 3 clusters Score -4755271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -4755297.000000 Penalty: 1024.479858
	Iteration 61Q: 3 clusters Score -4755297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -4755330.500000 Penalty: 1024.479858
	Iteration 62Q: 3 clusters Score -4755330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -4755339.000000 Penalty: 1024.479858
	Iteration 63Q: 3 clusters Score -4755339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -4755357.500000 Penalty: 1024.479858
	Iteration 64Q: 3 clusters Score -4755358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -4755371.000000 Penalty: 1024.479858
	Iteration 65Q: 3 clusters Score -4755371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -4755378.000000 Penalty: 1024.479858
	Iteration 66Q: 3 clusters Score -4755378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -4755382.500000 Penalty: 1024.479858
	Iteration 67Q: 3 clusters Score -4755382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -4755383.000000 Penalty: 1024.479858
	Iteration 68Q: 3 clusters Score -4755383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -4755396.500000 Penalty: 1024.479858
	Iteration 69Q: 3 clusters Score -4755396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -4755396.000000 Penalty: 1024.479858
	Iteration 70Q: 3 clusters Score -4755396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -4755398.000000 Penalty: 1024.479858
	Iteration 71Q: 3 clusters Score -4755398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -4755401.500000 Penalty: 1024.479858
	Iteration 72Q: 3 clusters Score -4755402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -4755400.500000 Penalty: 1024.479858
	Iteration 73Q: 3 clusters Score -4755400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -4755410.000000 Penalty: 1024.479858
	Iteration 74Q: 3 clusters Score -4755410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -4755412.500000 Penalty: 1024.479858
	Iteration 75Q: 3 clusters Score -4755412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -4755419.000000 Penalty: 1024.479858
	Iteration 76Q: 3 clusters Score -4755419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -4755425.500000 Penalty: 1024.479858
	Iteration 77Q: 3 clusters Score -4755426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -4755425.000000 Penalty: 1024.479858
	Iteration 78Q: 3 clusters Score -4755425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -4755423.000000 Penalty: 1024.479858
	Iteration 79Q: 3 clusters Score -4755423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -4755425.500000 Penalty: 1024.479858
	Iteration 80F: 3 clusters Score -4755426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -4755430.500000 Penalty: 1024.479858
	Iteration 81Q: 3 clusters Score -4755430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -4755433.500000 Penalty: 1024.479858
	Iteration 82Q: 3 clusters Score -4755434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -4755432.500000 Penalty: 1024.479858
	Iteration 83Q: 3 clusters Score -4755432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -4755427.500000 Penalty: 1024.479858
	Iteration 84Q: 3 clusters Score -4755428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -4755430.500000 Penalty: 1024.479858
	Iteration 85Q: 3 clusters Score -4755430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -4755429.500000 Penalty: 1024.479858
	Iteration 86Q: 3 clusters Score -4755430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -4755428.500000 Penalty: 1024.479858
	Iteration 87Q: 3 clusters Score -4755428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -4755424.500000 Penalty: 1024.479858
	Iteration 88Q: 3 clusters Score -4755424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -4755427.000000 Penalty: 1024.479858
	Iteration 89Q: 3 clusters Score -4755427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -4755428.000000 Penalty: 1024.479858
	Iteration 90Q: 3 clusters Score -4755428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -4755430.500000 Penalty: 1024.479858
	Iteration 91Q: 3 clusters Score -4755430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -4755431.000000 Penalty: 1024.479858
	Iteration 92Q: 3 clusters Score -4755431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -4755432.500000 Penalty: 1024.479858
	Iteration 93Q: 3 clusters Score -4755432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -4755430.000000 Penalty: 1024.479858
	Iteration 94Q: 3 clusters Score -4755430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -4755437.500000 Penalty: 1024.479858
	Iteration 95Q: 3 clusters Score -4755438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -4755441.500000 Penalty: 1024.479858
	Iteration 96Q: 3 clusters Score -4755442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -4755443.500000 Penalty: 1024.479858
	Iteration 97Q: 3 clusters Score -4755444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -4755443.500000 Penalty: 1024.479858
	Iteration 98F: 3 clusters Score -4755444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (91409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Entering Unmasked Estep 
Score: -5721323.000000 Penalty: 519.751038
	Iteration 0F: 2 clusters Score -5721323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5664348.000000 Penalty: 1039.502075
	Iteration 0F: 3 clusters Score -5664348 nChanged 44786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5690993.000000 Penalty: 1039.502075
	Iteration 1F: 3 clusters Score -5690993 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5692448.000000 Penalty: 1039.502075
	Iteration 2Q: 3 clusters Score -5692448 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5695068.500000 Penalty: 1039.502075
	Iteration 3F: 3 clusters Score -5695068 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -5699173.500000 Penalty: 1039.502075
	Iteration 4F: 3 clusters Score -5699174 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -5704241.000000 Penalty: 1039.502075
	Iteration 5F: 3 clusters Score -5704241 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -5708412.500000 Penalty: 1039.502075
	Iteration 6F: 3 clusters Score -5708412 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5710006.000000 Penalty: 1039.502075
	Iteration 7F: 3 clusters Score -5710006 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5710509.500000 Penalty: 1039.502075
	Iteration 8Q: 3 clusters Score -5710510 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5710871.000000 Penalty: 1039.502075
	Iteration 9Q: 3 clusters Score -5710871 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -5711455.000000 Penalty: 1039.502075
	Iteration 10Q: 3 clusters Score -5711455 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -5712239.500000 Penalty: 1039.502075
	Iteration 11Q: 3 clusters Score -5712240 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -5713155.000000 Penalty: 1039.502075
	Iteration 12Q: 3 clusters Score -5713155 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5714182.000000 Penalty: 1039.502075
	Iteration 13Q: 3 clusters Score -5714182 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -5715287.000000 Penalty: 1039.502075
	Iteration 14Q: 3 clusters Score -5715287 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5716301.500000 Penalty: 1039.502075
	Iteration 15Q: 3 clusters Score -5716302 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5717050.000000 Penalty: 1039.502075
	Iteration 16Q: 3 clusters Score -5717050 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -5717458.500000 Penalty: 1039.502075
	Iteration 17Q: 3 clusters Score -5717458 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -5717410.000000 Penalty: 1039.502075
	Iteration 18Q: 3 clusters Score -5717410 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -5717095.500000 Penalty: 1039.502075
	Iteration 19Q: 3 clusters Score -5717096 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -5717518.000000 Penalty: 1039.502075
	Iteration 20F: 3 clusters Score -5717518 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -5717627.000000 Penalty: 1039.502075
	Iteration 21Q: 3 clusters Score -5717627 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -5717712.000000 Penalty: 1039.502075
	Iteration 22Q: 3 clusters Score -5717712 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -5717450.000000 Penalty: 1039.502075
	Iteration 23Q: 3 clusters Score -5717450 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -5717277.000000 Penalty: 1039.502075
	Iteration 24Q: 3 clusters Score -5717277 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -5717026.000000 Penalty: 1039.502075
	Iteration 25Q: 3 clusters Score -5717026 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -5716740.000000 Penalty: 1039.502075
	Iteration 26Q: 3 clusters Score -5716740 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -5716429.500000 Penalty: 1039.502075
	Iteration 27Q: 3 clusters Score -5716430 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -5716225.500000 Penalty: 1039.502075
	Iteration 28Q: 3 clusters Score -5716226 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -5718351.500000 Penalty: 1039.502075
	Iteration 29Q: 3 clusters Score -5718352 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -5720604.500000 Penalty: 1039.502075
	Iteration 30Q: 3 clusters Score -5720604 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -5721455.000000 Penalty: 1039.502075
	Iteration 31Q: 3 clusters Score -5721455 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -5721968.500000 Penalty: 1039.502075
	Iteration 32Q: 3 clusters Score -5721968 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -5722162.000000 Penalty: 1039.502075
	Iteration 33Q: 3 clusters Score -5722162 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -5722318.000000 Penalty: 1039.502075
	Iteration 34Q: 3 clusters Score -5722318 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -5722385.000000 Penalty: 1039.502075
	Iteration 35Q: 3 clusters Score -5722385 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -5722441.000000 Penalty: 1039.502075
	Iteration 36Q: 3 clusters Score -5722441 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -5722490.000000 Penalty: 1039.502075
	Iteration 37Q: 3 clusters Score -5722490 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -5722473.000000 Penalty: 1039.502075
	Iteration 38Q: 3 clusters Score -5722473 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -5722544.000000 Penalty: 1039.502075
	Iteration 39Q: 3 clusters Score -5722544 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -5722579.000000 Penalty: 1039.502075
	Iteration 40F: 3 clusters Score -5722579 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -5722607.500000 Penalty: 1039.502075
	Iteration 41Q: 3 clusters Score -5722608 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -5722638.000000 Penalty: 1039.502075
	Iteration 42Q: 3 clusters Score -5722638 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -5722626.500000 Penalty: 1039.502075
	Iteration 43Q: 3 clusters Score -5722626 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -5722637.000000 Penalty: 1039.502075
	Iteration 44Q: 3 clusters Score -5722637 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -5722620.000000 Penalty: 1039.502075
	Iteration 45Q: 3 clusters Score -5722620 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -5722588.500000 Penalty: 1039.502075
	Iteration 46Q: 3 clusters Score -5722588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -5722572.000000 Penalty: 1039.502075
	Iteration 47Q: 3 clusters Score -5722572 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -5722609.000000 Penalty: 1039.502075
	Iteration 48Q: 3 clusters Score -5722609 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -5722619.500000 Penalty: 1039.502075
	Iteration 49Q: 3 clusters Score -5722620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -5722616.500000 Penalty: 1039.502075
	Iteration 50Q: 3 clusters Score -5722616 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -5722592.000000 Penalty: 1039.502075
	Iteration 51Q: 3 clusters Score -5722592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -5722564.000000 Penalty: 1039.502075
	Iteration 52Q: 3 clusters Score -5722564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -5722562.000000 Penalty: 1039.502075
	Iteration 53Q: 3 clusters Score -5722562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -5722555.500000 Penalty: 1039.502075
	Iteration 54Q: 3 clusters Score -5722556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -5722549.500000 Penalty: 1039.502075
	Iteration 55Q: 3 clusters Score -5722550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -5722549.000000 Penalty: 1039.502075
	Iteration 56Q: 3 clusters Score -5722549 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -5722548.500000 Penalty: 1039.502075
	Iteration 57Q: 3 clusters Score -5722548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -5722531.500000 Penalty: 1039.502075
	Iteration 58Q: 3 clusters Score -5722532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -5722510.000000 Penalty: 1039.502075
	Iteration 59Q: 3 clusters Score -5722510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -5722517.500000 Penalty: 1039.502075
	Iteration 60F: 3 clusters Score -5722518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -5722508.000000 Penalty: 1039.502075
	Iteration 61Q: 3 clusters Score -5722508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -5722513.000000 Penalty: 1039.502075
	Iteration 62Q: 3 clusters Score -5722513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -5722494.000000 Penalty: 1039.502075
	Iteration 63Q: 3 clusters Score -5722494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -5722479.000000 Penalty: 1039.502075
	Iteration 64Q: 3 clusters Score -5722479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -5722481.000000 Penalty: 1039.502075
	Iteration 65Q: 3 clusters Score -5722481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -5722495.000000 Penalty: 1039.502075
	Iteration 66Q: 3 clusters Score -5722495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -5722501.500000 Penalty: 1039.502075
	Iteration 67Q: 3 clusters Score -5722502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -5722491.500000 Penalty: 1039.502075
	Iteration 68Q: 3 clusters Score -5722492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -5722494.500000 Penalty: 1039.502075
	Iteration 69Q: 3 clusters Score -5722494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -5722506.500000 Penalty: 1039.502075
	Iteration 70Q: 3 clusters Score -5722506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -5722520.000000 Penalty: 1039.502075
	Iteration 71Q: 3 clusters Score -5722520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -5722513.000000 Penalty: 1039.502075
	Iteration 72Q: 3 clusters Score -5722513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -5722525.500000 Penalty: 1039.502075
	Iteration 73Q: 3 clusters Score -5722526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -5722524.500000 Penalty: 1039.502075
	Iteration 74Q: 3 clusters Score -5722524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -5722537.500000 Penalty: 1039.502075
	Iteration 75Q: 3 clusters Score -5722538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -5722539.500000 Penalty: 1039.502075
	Iteration 76Q: 3 clusters Score -5722540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -5722551.500000 Penalty: 1039.502075
	Iteration 77Q: 3 clusters Score -5722552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -5722569.000000 Penalty: 1039.502075
	Iteration 78Q: 3 clusters Score -5722569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -5722583.500000 Penalty: 1039.502075
	Iteration 79Q: 3 clusters Score -5722584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -5722584.500000 Penalty: 1039.502075
	Iteration 80F: 3 clusters Score -5722584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -5722582.000000 Penalty: 1039.502075
	Iteration 81Q: 3 clusters Score -5722582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -5722581.500000 Penalty: 1039.502075
	Iteration 82Q: 3 clusters Score -5722582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -5722577.000000 Penalty: 1039.502075
	Iteration 83Q: 3 clusters Score -5722577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -5722563.000000 Penalty: 1039.502075
	Iteration 84Q: 3 clusters Score -5722563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -5722553.500000 Penalty: 1039.502075
	Iteration 85Q: 3 clusters Score -5722554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -5722566.000000 Penalty: 1039.502075
	Iteration 86Q: 3 clusters Score -5722566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -5722578.500000 Penalty: 1039.502075
	Iteration 87Q: 3 clusters Score -5722578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -5722571.000000 Penalty: 1039.502075
	Iteration 88Q: 3 clusters Score -5722571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -5722564.000000 Penalty: 1039.502075
	Iteration 89Q: 3 clusters Score -5722564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -5722552.000000 Penalty: 1039.502075
	Iteration 90Q: 3 clusters Score -5722552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -5722550.500000 Penalty: 1039.502075
	Iteration 91Q: 3 clusters Score -5722550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -5722549.000000 Penalty: 1039.502075
	Iteration 92Q: 3 clusters Score -5722549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -5722559.000000 Penalty: 1039.502075
	Iteration 93Q: 3 clusters Score -5722559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -5722554.500000 Penalty: 1039.502075
	Iteration 94Q: 3 clusters Score -5722554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -5722554.500000 Penalty: 1039.502075
	Iteration 95Q: 3 clusters Score -5722554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -5722549.000000 Penalty: 1039.502075
	Iteration 96Q: 3 clusters Score -5722549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -5722549.000000 Penalty: 1039.502075
	Iteration 97Q: 3 clusters Score -5722549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -5722542.000000 Penalty: 1039.502075
	Iteration 98Q: 3 clusters Score -5722542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -5722547.000000 Penalty: 1039.502075
	Iteration 99Q: 3 clusters Score -5722547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -5722548.000000 Penalty: 1039.502075
	Iteration 100F: 3 clusters Score -5722548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -5722545.000000 Penalty: 1039.502075
	Iteration 101Q: 3 clusters Score -5722545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -5722546.000000 Penalty: 1039.502075
	Iteration 102Q: 3 clusters Score -5722546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -5722546.000000 Penalty: 1039.502075
	Iteration 103F: 3 clusters Score -5722546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 88363 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290304.000000 Penalty: 37422.929688
Splitting cluster 7 changes total score from -53291128.000000 to -53290304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23024.361328 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23024.36 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 196 members 
Entering Unmasked Estep 
Score: -22625.984375 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22625.98 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22880.777344 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22880.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23019.796875 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -23019.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23110.275391 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23110.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23226.152344 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23226.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23264.177734 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23264.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23274.394531 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23274.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23276.277344 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23276.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23276.277344 Penalty: 547.248108
	Iteration 8F: 3 clusters Score -23276.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288756.000000 Penalty: 37422.929688
Splitting cluster 8 changes total score from -53291128.000000 to -53288756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (78954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Entering Unmasked Estep 
Score: -4867051.500000 Penalty: 513.086243
	Iteration 0F: 2 clusters Score -4867052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -4813975.500000 Penalty: 1026.172485
	Iteration 0F: 3 clusters Score -4813976 nChanged 38284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4836988.500000 Penalty: 1026.172485
	Iteration 1F: 3 clusters Score -4836988 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4837992.500000 Penalty: 1026.172485
	Iteration 2Q: 3 clusters Score -4837992 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4839695.000000 Penalty: 1026.172485
	Iteration 3Q: 3 clusters Score -4839695 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -4842678.500000 Penalty: 1026.172485
	Iteration 4F: 3 clusters Score -4842678 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -4846844.500000 Penalty: 1026.172485
	Iteration 5F: 3 clusters Score -4846844 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -4850640.500000 Penalty: 1026.172485
	Iteration 6F: 3 clusters Score -4850640 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -4852289.500000 Penalty: 1026.172485
	Iteration 7F: 3 clusters Score -4852290 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -4852666.000000 Penalty: 1026.172485
	Iteration 8Q: 3 clusters Score -4852666 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -4852808.000000 Penalty: 1026.172485
	Iteration 9Q: 3 clusters Score -4852808 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -4852930.000000 Penalty: 1026.172485
	Iteration 10Q: 3 clusters Score -4852930 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -4853048.500000 Penalty: 1026.172485
	Iteration 11Q: 3 clusters Score -4853048 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -4853205.500000 Penalty: 1026.172485
	Iteration 12Q: 3 clusters Score -4853206 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -4853367.500000 Penalty: 1026.172485
	Iteration 13Q: 3 clusters Score -4853368 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -4853586.500000 Penalty: 1026.172485
	Iteration 14Q: 3 clusters Score -4853586 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -4853816.500000 Penalty: 1026.172485
	Iteration 15Q: 3 clusters Score -4853816 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -4854069.500000 Penalty: 1026.172485
	Iteration 16Q: 3 clusters Score -4854070 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -4854331.000000 Penalty: 1026.172485
	Iteration 17Q: 3 clusters Score -4854331 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -4854684.500000 Penalty: 1026.172485
	Iteration 18Q: 3 clusters Score -4854684 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -4855122.500000 Penalty: 1026.172485
	Iteration 19Q: 3 clusters Score -4855122 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -4855591.000000 Penalty: 1026.172485
	Iteration 20F: 3 clusters Score -4855591 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -4856154.500000 Penalty: 1026.172485
	Iteration 21Q: 3 clusters Score -4856154 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -4856764.500000 Penalty: 1026.172485
	Iteration 22Q: 3 clusters Score -4856764 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -4857470.500000 Penalty: 1026.172485
	Iteration 23Q: 3 clusters Score -4857470 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -4858279.000000 Penalty: 1026.172485
	Iteration 24Q: 3 clusters Score -4858279 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -4859095.000000 Penalty: 1026.172485
	Iteration 25Q: 3 clusters Score -4859095 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -4859936.000000 Penalty: 1026.172485
	Iteration 26Q: 3 clusters Score -4859936 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -4860845.500000 Penalty: 1026.172485
	Iteration 27Q: 3 clusters Score -4860846 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -4861822.500000 Penalty: 1026.172485
	Iteration 28Q: 3 clusters Score -4861822 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -4862798.500000 Penalty: 1026.172485
	Iteration 29Q: 3 clusters Score -4862798 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -4863849.500000 Penalty: 1026.172485
	Iteration 30Q: 3 clusters Score -4863850 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -4864743.000000 Penalty: 1026.172485
	Iteration 31Q: 3 clusters Score -4864743 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -4865382.500000 Penalty: 1026.172485
	Iteration 32Q: 3 clusters Score -4865382 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -4865843.500000 Penalty: 1026.172485
	Iteration 33Q: 3 clusters Score -4865844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -4866185.000000 Penalty: 1026.172485
	Iteration 34Q: 3 clusters Score -4866185 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -4866366.000000 Penalty: 1026.172485
	Iteration 35Q: 3 clusters Score -4866366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -4866480.000000 Penalty: 1026.172485
	Iteration 36Q: 3 clusters Score -4866480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -4866529.000000 Penalty: 1026.172485
	Iteration 37Q: 3 clusters Score -4866529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -4866547.500000 Penalty: 1026.172485
	Iteration 38Q: 3 clusters Score -4866548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -4866561.000000 Penalty: 1026.172485
	Iteration 39Q: 3 clusters Score -4866561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -4866585.500000 Penalty: 1026.172485
	Iteration 40F: 3 clusters Score -4866586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -4866586.500000 Penalty: 1026.172485
	Iteration 41Q: 3 clusters Score -4866586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -4866590.000000 Penalty: 1026.172485
	Iteration 42Q: 3 clusters Score -4866590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -4866590.000000 Penalty: 1026.172485
	Iteration 43Q: 3 clusters Score -4866590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -4866591.500000 Penalty: 1026.172485
	Iteration 44Q: 3 clusters Score -4866592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -4866593.000000 Penalty: 1026.172485
	Iteration 45Q: 3 clusters Score -4866593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -4866601.500000 Penalty: 1026.172485
	Iteration 46Q: 3 clusters Score -4866602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -4866609.500000 Penalty: 1026.172485
	Iteration 47Q: 3 clusters Score -4866610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -4866607.000000 Penalty: 1026.172485
	Iteration 48Q: 3 clusters Score -4866607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -4866614.500000 Penalty: 1026.172485
	Iteration 49Q: 3 clusters Score -4866614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -4866614.500000 Penalty: 1026.172485
	Iteration 50F: 3 clusters Score -4866614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55631.468750 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55631.47 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -55957.468750 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -55957.47 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56082.968750 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -56082.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -56160.222656 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -56160.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56208.281250 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -56208.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -56239.441406 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -56239.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -56264.500000 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -56264.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56287.164062 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56287.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -56302.417969 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56302.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56310.628906 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56310.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -56315.929688 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -56315.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -56319.453125 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -56319.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -56324.320312 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -56324.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -56326.562500 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -56326.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -56328.796875 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -56328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -56335.910156 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -56335.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56338.125000 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -56338.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -56339.574219 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -56339.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -56342.050781 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -56342.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -56344.152344 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -56344.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56348.222656 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -56348.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -56373.222656 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -56373.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -56400.136719 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -56400.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -56435.148438 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -56435.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56453.722656 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -56453.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -56466.226562 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -56466.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -56471.644531 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -56471.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56477.652344 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -56477.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56479.742188 Penalty: 618.612549
	Iteration 28Q: 3 clusters Score -56479.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56480.800781 Penalty: 618.612549
	Iteration 29Q: 3 clusters Score -56480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -56480.960938 Penalty: 618.612549
	Iteration 30Q: 3 clusters Score -56480.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56481.238281 Penalty: 618.612549
	Iteration 31Q: 3 clusters Score -56481.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56481.238281 Penalty: 618.612549
	Iteration 32F: 3 clusters Score -56481.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288688.000000 Penalty: 37422.929688
Splitting cluster 10 changes total score from -53291128.000000 to -53288688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (86706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Entering Unmasked Estep 
Score: -5408090.000000 Penalty: 517.347656
	Iteration 0F: 2 clusters Score -5408090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5352491.000000 Penalty: 1034.695312
	Iteration 0F: 3 clusters Score -5352491 nChanged 42317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -5378239.500000 Penalty: 1034.695312
	Iteration 1F: 3 clusters Score -5378240 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -5379327.500000 Penalty: 1034.695312
	Iteration 2Q: 3 clusters Score -5379328 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -5381306.500000 Penalty: 1034.695312
	Iteration 3Q: 3 clusters Score -5381306 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -5385168.000000 Penalty: 1034.695312
	Iteration 4F: 3 clusters Score -5385168 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -5391636.000000 Penalty: 1034.695312
	Iteration 5F: 3 clusters Score -5391636 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -5400131.500000 Penalty: 1034.695312
	Iteration 6F: 3 clusters Score -5400132 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -5405444.000000 Penalty: 1034.695312
	Iteration 7F: 3 clusters Score -5405444 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -5407172.000000 Penalty: 1034.695312
	Iteration 8Q: 3 clusters Score -5407172 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -5407520.000000 Penalty: 1034.695312
	Iteration 9Q: 3 clusters Score -5407520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -5407590.000000 Penalty: 1034.695312
	Iteration 10Q: 3 clusters Score -5407590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -5407615.500000 Penalty: 1034.695312
	Iteration 11Q: 3 clusters Score -5407616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -5407622.000000 Penalty: 1034.695312
	Iteration 12Q: 3 clusters Score -5407622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -5407630.500000 Penalty: 1034.695312
	Iteration 13Q: 3 clusters Score -5407630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -5407632.500000 Penalty: 1034.695312
	Iteration 14Q: 3 clusters Score -5407632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -5407636.000000 Penalty: 1034.695312
	Iteration 15Q: 3 clusters Score -5407636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -5407637.000000 Penalty: 1034.695312
	Iteration 16Q: 3 clusters Score -5407637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -5407638.500000 Penalty: 1034.695312
	Iteration 17Q: 3 clusters Score -5407638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -5407638.500000 Penalty: 1034.695312
	Iteration 18F: 3 clusters Score -5407638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -71133.531250 Penalty: 323.201141
	Iteration 0F: 2 clusters Score -71133.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -70209.234375 Penalty: 646.402283
	Iteration 0F: 3 clusters Score -70209.23 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70488.015625 Penalty: 646.402283
	Iteration 1F: 3 clusters Score -70488.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70546.679688 Penalty: 646.402283
	Iteration 2F: 3 clusters Score -70546.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -70596.328125 Penalty: 646.402283
	Iteration 3F: 3 clusters Score -70596.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70642.101562 Penalty: 646.402283
	Iteration 4F: 3 clusters Score -70642.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70686.664062 Penalty: 646.402283
	Iteration 5F: 3 clusters Score -70686.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70739.000000 Penalty: 646.402283
	Iteration 6F: 3 clusters Score -70739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70776.523438 Penalty: 646.402283
	Iteration 7Q: 3 clusters Score -70776.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70833.335938 Penalty: 646.402283
	Iteration 8Q: 3 clusters Score -70833.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70897.507812 Penalty: 646.402283
	Iteration 9Q: 3 clusters Score -70897.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70971.023438 Penalty: 646.402283
	Iteration 10Q: 3 clusters Score -70971.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71018.203125 Penalty: 646.402283
	Iteration 11Q: 3 clusters Score -71018.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71040.515625 Penalty: 646.402283
	Iteration 12Q: 3 clusters Score -71040.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71062.054688 Penalty: 646.402283
	Iteration 13Q: 3 clusters Score -71062.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71077.585938 Penalty: 646.402283
	Iteration 14Q: 3 clusters Score -71077.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71094.375000 Penalty: 646.402283
	Iteration 15Q: 3 clusters Score -71094.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71108.632812 Penalty: 646.402283
	Iteration 16Q: 3 clusters Score -71108.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71124.320312 Penalty: 646.402283
	Iteration 17Q: 3 clusters Score -71124.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71130.445312 Penalty: 646.402283
	Iteration 18Q: 3 clusters Score -71130.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71143.164062 Penalty: 646.402283
	Iteration 19Q: 3 clusters Score -71143.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71153.218750 Penalty: 646.402283
	Iteration 20F: 3 clusters Score -71153.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71159.570312 Penalty: 646.402283
	Iteration 21Q: 3 clusters Score -71159.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71162.078125 Penalty: 646.402283
	Iteration 22Q: 3 clusters Score -71162.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71164.796875 Penalty: 646.402283
	Iteration 23Q: 3 clusters Score -71164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71165.078125 Penalty: 646.402283
	Iteration 24Q: 3 clusters Score -71165.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71165.632812 Penalty: 646.402283
	Iteration 25Q: 3 clusters Score -71165.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71165.976562 Penalty: 646.402283
	Iteration 26Q: 3 clusters Score -71165.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71166.023438 Penalty: 646.402283
	Iteration 27Q: 3 clusters Score -71166.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71166.023438 Penalty: 646.402283
	Iteration 28F: 3 clusters Score -71166.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 335 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288548.000000 Penalty: 37422.929688
Splitting cluster 12 changes total score from -53291128.000000 to -53288548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (80899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Entering Unmasked Estep 
Score: -5071596.000000 Penalty: 514.193542
	Iteration 0F: 2 clusters Score -5071596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5017670.500000 Penalty: 1028.387085
	Iteration 0F: 3 clusters Score -5017670 nChanged 39564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5041113.000000 Penalty: 1028.387085
	Iteration 1F: 3 clusters Score -5041113 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5042163.500000 Penalty: 1028.387085
	Iteration 2Q: 3 clusters Score -5042164 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5043830.500000 Penalty: 1028.387085
	Iteration 3Q: 3 clusters Score -5043830 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5046604.500000 Penalty: 1028.387085
	Iteration 4F: 3 clusters Score -5046604 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5051254.500000 Penalty: 1028.387085
	Iteration 5F: 3 clusters Score -5051254 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -5057076.500000 Penalty: 1028.387085
	Iteration 6F: 3 clusters Score -5057076 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5060897.500000 Penalty: 1028.387085
	Iteration 7F: 3 clusters Score -5060898 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5062365.000000 Penalty: 1028.387085
	Iteration 8Q: 3 clusters Score -5062365 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5062992.000000 Penalty: 1028.387085
	Iteration 9Q: 3 clusters Score -5062992 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5063472.000000 Penalty: 1028.387085
	Iteration 10Q: 3 clusters Score -5063472 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5063924.500000 Penalty: 1028.387085
	Iteration 11Q: 3 clusters Score -5063924 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5064298.000000 Penalty: 1028.387085
	Iteration 12Q: 3 clusters Score -5064298 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -5064627.500000 Penalty: 1028.387085
	Iteration 13Q: 3 clusters Score -5064628 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5064848.500000 Penalty: 1028.387085
	Iteration 14Q: 3 clusters Score -5064848 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5065057.500000 Penalty: 1028.387085
	Iteration 15Q: 3 clusters Score -5065058 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5065249.000000 Penalty: 1028.387085
	Iteration 16Q: 3 clusters Score -5065249 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -5065447.500000 Penalty: 1028.387085
	Iteration 17Q: 3 clusters Score -5065448 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5065600.000000 Penalty: 1028.387085
	Iteration 18Q: 3 clusters Score -5065600 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5065719.500000 Penalty: 1028.387085
	Iteration 19Q: 3 clusters Score -5065720 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -5065836.500000 Penalty: 1028.387085
	Iteration 20F: 3 clusters Score -5065836 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5065948.500000 Penalty: 1028.387085
	Iteration 21Q: 3 clusters Score -5065948 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5066070.500000 Penalty: 1028.387085
	Iteration 22Q: 3 clusters Score -5066070 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5066169.000000 Penalty: 1028.387085
	Iteration 23Q: 3 clusters Score -5066169 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5066262.500000 Penalty: 1028.387085
	Iteration 24Q: 3 clusters Score -5066262 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5066335.500000 Penalty: 1028.387085
	Iteration 25Q: 3 clusters Score -5066336 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -5066412.000000 Penalty: 1028.387085
	Iteration 26Q: 3 clusters Score -5066412 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5066477.000000 Penalty: 1028.387085
	Iteration 27Q: 3 clusters Score -5066477 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5066562.000000 Penalty: 1028.387085
	Iteration 28Q: 3 clusters Score -5066562 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5066645.500000 Penalty: 1028.387085
	Iteration 29Q: 3 clusters Score -5066646 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5066686.500000 Penalty: 1028.387085
	Iteration 30Q: 3 clusters Score -5066686 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5066778.000000 Penalty: 1028.387085
	Iteration 31Q: 3 clusters Score -5066778 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5066828.000000 Penalty: 1028.387085
	Iteration 32Q: 3 clusters Score -5066828 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5066884.500000 Penalty: 1028.387085
	Iteration 33Q: 3 clusters Score -5066884 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5066977.000000 Penalty: 1028.387085
	Iteration 34Q: 3 clusters Score -5066977 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -5067064.500000 Penalty: 1028.387085
	Iteration 35Q: 3 clusters Score -5067064 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5067156.500000 Penalty: 1028.387085
	Iteration 36Q: 3 clusters Score -5067156 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5067271.500000 Penalty: 1028.387085
	Iteration 37Q: 3 clusters Score -5067272 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5067359.000000 Penalty: 1028.387085
	Iteration 38Q: 3 clusters Score -5067359 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5067488.500000 Penalty: 1028.387085
	Iteration 39Q: 3 clusters Score -5067488 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5067568.000000 Penalty: 1028.387085
	Iteration 40F: 3 clusters Score -5067568 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5067658.000000 Penalty: 1028.387085
	Iteration 41Q: 3 clusters Score -5067658 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -5067825.500000 Penalty: 1028.387085
	Iteration 42Q: 3 clusters Score -5067826 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -5067987.500000 Penalty: 1028.387085
	Iteration 43Q: 3 clusters Score -5067988 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5068186.500000 Penalty: 1028.387085
	Iteration 44Q: 3 clusters Score -5068186 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -5068344.000000 Penalty: 1028.387085
	Iteration 45Q: 3 clusters Score -5068344 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5068579.000000 Penalty: 1028.387085
	Iteration 46Q: 3 clusters Score -5068579 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -5068734.000000 Penalty: 1028.387085
	Iteration 47Q: 3 clusters Score -5068734 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -5068973.000000 Penalty: 1028.387085
	Iteration 48Q: 3 clusters Score -5068973 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5069241.000000 Penalty: 1028.387085
	Iteration 49Q: 3 clusters Score -5069241 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -5069483.000000 Penalty: 1028.387085
	Iteration 50Q: 3 clusters Score -5069483 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -5069682.000000 Penalty: 1028.387085
	Iteration 51Q: 3 clusters Score -5069682 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -5069912.000000 Penalty: 1028.387085
	Iteration 52Q: 3 clusters Score -5069912 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -5070116.000000 Penalty: 1028.387085
	Iteration 53Q: 3 clusters Score -5070116 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5070322.000000 Penalty: 1028.387085
	Iteration 54Q: 3 clusters Score -5070322 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5070498.500000 Penalty: 1028.387085
	Iteration 55Q: 3 clusters Score -5070498 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5070632.500000 Penalty: 1028.387085
	Iteration 56Q: 3 clusters Score -5070632 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5070744.000000 Penalty: 1028.387085
	Iteration 57Q: 3 clusters Score -5070744 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5070863.000000 Penalty: 1028.387085
	Iteration 58Q: 3 clusters Score -5070863 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5070964.500000 Penalty: 1028.387085
	Iteration 59Q: 3 clusters Score -5070964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5071038.500000 Penalty: 1028.387085
	Iteration 60F: 3 clusters Score -5071038 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5071113.000000 Penalty: 1028.387085
	Iteration 61Q: 3 clusters Score -5071113 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5071148.500000 Penalty: 1028.387085
	Iteration 62Q: 3 clusters Score -5071148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5071175.000000 Penalty: 1028.387085
	Iteration 63Q: 3 clusters Score -5071175 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5071191.000000 Penalty: 1028.387085
	Iteration 64Q: 3 clusters Score -5071191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5071197.000000 Penalty: 1028.387085
	Iteration 65Q: 3 clusters Score -5071197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5071205.500000 Penalty: 1028.387085
	Iteration 66Q: 3 clusters Score -5071206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5071212.500000 Penalty: 1028.387085
	Iteration 67Q: 3 clusters Score -5071212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5071233.000000 Penalty: 1028.387085
	Iteration 68Q: 3 clusters Score -5071233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5071244.000000 Penalty: 1028.387085
	Iteration 69Q: 3 clusters Score -5071244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5071254.500000 Penalty: 1028.387085
	Iteration 70Q: 3 clusters Score -5071254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5071253.500000 Penalty: 1028.387085
	Iteration 71Q: 3 clusters Score -5071254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5071254.500000 Penalty: 1028.387085
	Iteration 72Q: 3 clusters Score -5071254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5071255.000000 Penalty: 1028.387085
	Iteration 73Q: 3 clusters Score -5071255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5071251.000000 Penalty: 1028.387085
	Iteration 74Q: 3 clusters Score -5071251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5071255.500000 Penalty: 1028.387085
	Iteration 75Q: 3 clusters Score -5071256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5071254.500000 Penalty: 1028.387085
	Iteration 76Q: 3 clusters Score -5071254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5071253.500000 Penalty: 1028.387085
	Iteration 77Q: 3 clusters Score -5071254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5071263.500000 Penalty: 1028.387085
	Iteration 78Q: 3 clusters Score -5071264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5071258.500000 Penalty: 1028.387085
	Iteration 79Q: 3 clusters Score -5071258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5071273.500000 Penalty: 1028.387085
	Iteration 80F: 3 clusters Score -5071274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5071273.000000 Penalty: 1028.387085
	Iteration 81Q: 3 clusters Score -5071273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5071288.000000 Penalty: 1028.387085
	Iteration 82Q: 3 clusters Score -5071288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5071288.000000 Penalty: 1028.387085
	Iteration 83Q: 3 clusters Score -5071288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5071285.000000 Penalty: 1028.387085
	Iteration 84Q: 3 clusters Score -5071285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5071285.000000 Penalty: 1028.387085
	Iteration 85Q: 3 clusters Score -5071285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5071292.500000 Penalty: 1028.387085
	Iteration 86Q: 3 clusters Score -5071292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5071286.500000 Penalty: 1028.387085
	Iteration 87Q: 3 clusters Score -5071286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5071286.000000 Penalty: 1028.387085
	Iteration 88Q: 3 clusters Score -5071286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5071288.000000 Penalty: 1028.387085
	Iteration 89Q: 3 clusters Score -5071288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5071286.000000 Penalty: 1028.387085
	Iteration 90Q: 3 clusters Score -5071286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5071284.500000 Penalty: 1028.387085
	Iteration 91Q: 3 clusters Score -5071284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5071284.500000 Penalty: 1028.387085
	Iteration 92Q: 3 clusters Score -5071284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5071281.500000 Penalty: 1028.387085
	Iteration 93Q: 3 clusters Score -5071282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5071284.000000 Penalty: 1028.387085
	Iteration 94Q: 3 clusters Score -5071284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5071284.000000 Penalty: 1028.387085
	Iteration 95Q: 3 clusters Score -5071284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5071284.000000 Penalty: 1028.387085
	Iteration 96F: 3 clusters Score -5071284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Entering Unmasked Estep 
Score: -5091518.000000 Penalty: 514.494568
	Iteration 0F: 2 clusters Score -5091518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5036640.500000 Penalty: 1028.989136
	Iteration 0F: 3 clusters Score -5036640 nChanged 39550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5060528.500000 Penalty: 1028.989136
	Iteration 1F: 3 clusters Score -5060528 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5061631.500000 Penalty: 1028.989136
	Iteration 2Q: 3 clusters Score -5061632 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -5063570.000000 Penalty: 1028.989136
	Iteration 3Q: 3 clusters Score -5063570 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5066654.500000 Penalty: 1028.989136
	Iteration 4F: 3 clusters Score -5066654 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5071123.000000 Penalty: 1028.989136
	Iteration 5F: 3 clusters Score -5071123 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -5075511.000000 Penalty: 1028.989136
	Iteration 6F: 3 clusters Score -5075511 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5077652.000000 Penalty: 1028.989136
	Iteration 7F: 3 clusters Score -5077652 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5078455.000000 Penalty: 1028.989136
	Iteration 8Q: 3 clusters Score -5078455 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -5079175.000000 Penalty: 1028.989136
	Iteration 9Q: 3 clusters Score -5079175 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5080036.000000 Penalty: 1028.989136
	Iteration 10Q: 3 clusters Score -5080036 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -5081099.500000 Penalty: 1028.989136
	Iteration 11Q: 3 clusters Score -5081100 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5082244.500000 Penalty: 1028.989136
	Iteration 12Q: 3 clusters Score -5082244 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5083513.500000 Penalty: 1028.989136
	Iteration 13Q: 3 clusters Score -5083514 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -5084712.500000 Penalty: 1028.989136
	Iteration 14Q: 3 clusters Score -5084712 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -5085713.500000 Penalty: 1028.989136
	Iteration 15Q: 3 clusters Score -5085714 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5086442.000000 Penalty: 1028.989136
	Iteration 16Q: 3 clusters Score -5086442 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5086924.000000 Penalty: 1028.989136
	Iteration 17Q: 3 clusters Score -5086924 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -5087199.000000 Penalty: 1028.989136
	Iteration 18Q: 3 clusters Score -5087199 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -5087355.500000 Penalty: 1028.989136
	Iteration 19Q: 3 clusters Score -5087356 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5087553.500000 Penalty: 1028.989136
	Iteration 20F: 3 clusters Score -5087554 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -5087637.500000 Penalty: 1028.989136
	Iteration 21Q: 3 clusters Score -5087638 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5087678.000000 Penalty: 1028.989136
	Iteration 22Q: 3 clusters Score -5087678 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -5087738.500000 Penalty: 1028.989136
	Iteration 23Q: 3 clusters Score -5087738 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5087743.000000 Penalty: 1028.989136
	Iteration 24Q: 3 clusters Score -5087743 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5087744.500000 Penalty: 1028.989136
	Iteration 25Q: 3 clusters Score -5087744 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -5087778.000000 Penalty: 1028.989136
	Iteration 26Q: 3 clusters Score -5087778 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5087799.000000 Penalty: 1028.989136
	Iteration 27Q: 3 clusters Score -5087799 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5087784.500000 Penalty: 1028.989136
	Iteration 28Q: 3 clusters Score -5087784 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -5087786.500000 Penalty: 1028.989136
	Iteration 29Q: 3 clusters Score -5087786 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -5087779.500000 Penalty: 1028.989136
	Iteration 30Q: 3 clusters Score -5087780 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5087757.500000 Penalty: 1028.989136
	Iteration 31Q: 3 clusters Score -5087758 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5087728.000000 Penalty: 1028.989136
	Iteration 32Q: 3 clusters Score -5087728 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5087724.000000 Penalty: 1028.989136
	Iteration 33Q: 3 clusters Score -5087724 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -5087752.500000 Penalty: 1028.989136
	Iteration 34Q: 3 clusters Score -5087752 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -5087733.500000 Penalty: 1028.989136
	Iteration 35Q: 3 clusters Score -5087734 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -5087706.000000 Penalty: 1028.989136
	Iteration 36Q: 3 clusters Score -5087706 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5087666.500000 Penalty: 1028.989136
	Iteration 37Q: 3 clusters Score -5087666 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -5087673.500000 Penalty: 1028.989136
	Iteration 38Q: 3 clusters Score -5087674 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -5087653.500000 Penalty: 1028.989136
	Iteration 39Q: 3 clusters Score -5087654 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -5087645.500000 Penalty: 1028.989136
	Iteration 40F: 3 clusters Score -5087646 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -5087633.500000 Penalty: 1028.989136
	Iteration 41Q: 3 clusters Score -5087634 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -5087621.500000 Penalty: 1028.989136
	Iteration 42Q: 3 clusters Score -5087622 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -5087560.500000 Penalty: 1028.989136
	Iteration 43Q: 3 clusters Score -5087560 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -5087548.500000 Penalty: 1028.989136
	Iteration 44Q: 3 clusters Score -5087548 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -5087512.000000 Penalty: 1028.989136
	Iteration 45Q: 3 clusters Score -5087512 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -5087501.000000 Penalty: 1028.989136
	Iteration 46Q: 3 clusters Score -5087501 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -5087442.000000 Penalty: 1028.989136
	Iteration 47Q: 3 clusters Score -5087442 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -5087416.000000 Penalty: 1028.989136
	Iteration 48Q: 3 clusters Score -5087416 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -5087350.500000 Penalty: 1028.989136
	Iteration 49Q: 3 clusters Score -5087350 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -5087280.500000 Penalty: 1028.989136
	Iteration 50Q: 3 clusters Score -5087280 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -5087136.500000 Penalty: 1028.989136
	Iteration 51Q: 3 clusters Score -5087136 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -5087155.500000 Penalty: 1028.989136
	Iteration 52Q: 3 clusters Score -5087156 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -5087107.500000 Penalty: 1028.989136
	Iteration 53Q: 3 clusters Score -5087108 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -5087037.500000 Penalty: 1028.989136
	Iteration 54Q: 3 clusters Score -5087038 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -5087005.000000 Penalty: 1028.989136
	Iteration 55Q: 3 clusters Score -5087005 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -5087007.500000 Penalty: 1028.989136
	Iteration 56Q: 3 clusters Score -5087008 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 71835 members 
Entering Unmasked Estep 
Score: -5087043.000000 Penalty: 1028.989136
	Iteration 57Q: 3 clusters Score -5087043 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -5086984.500000 Penalty: 1028.989136
	Iteration 58Q: 3 clusters Score -5086984 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -5086972.000000 Penalty: 1028.989136
	Iteration 59Q: 3 clusters Score -5086972 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -5087068.500000 Penalty: 1028.989136
	Iteration 60F: 3 clusters Score -5087068 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -5087881.000000 Penalty: 1028.989136
	Iteration 61Q: 3 clusters Score -5087881 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -5088441.500000 Penalty: 1028.989136
	Iteration 62Q: 3 clusters Score -5088442 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -5089000.500000 Penalty: 1028.989136
	Iteration 63Q: 3 clusters Score -5089000 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -5089442.500000 Penalty: 1028.989136
	Iteration 64Q: 3 clusters Score -5089442 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -5089776.000000 Penalty: 1028.989136
	Iteration 65Q: 3 clusters Score -5089776 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -5090043.000000 Penalty: 1028.989136
	Iteration 66Q: 3 clusters Score -5090043 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -5090229.500000 Penalty: 1028.989136
	Iteration 67Q: 3 clusters Score -5090230 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -5090384.000000 Penalty: 1028.989136
	Iteration 68Q: 3 clusters Score -5090384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -5090496.500000 Penalty: 1028.989136
	Iteration 69Q: 3 clusters Score -5090496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -5090597.000000 Penalty: 1028.989136
	Iteration 70Q: 3 clusters Score -5090597 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -5090686.500000 Penalty: 1028.989136
	Iteration 71Q: 3 clusters Score -5090686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -5090767.000000 Penalty: 1028.989136
	Iteration 72Q: 3 clusters Score -5090767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -5090820.000000 Penalty: 1028.989136
	Iteration 73Q: 3 clusters Score -5090820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -5090871.500000 Penalty: 1028.989136
	Iteration 74Q: 3 clusters Score -5090872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -5090912.000000 Penalty: 1028.989136
	Iteration 75Q: 3 clusters Score -5090912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -5090928.000000 Penalty: 1028.989136
	Iteration 76Q: 3 clusters Score -5090928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -5090952.000000 Penalty: 1028.989136
	Iteration 77Q: 3 clusters Score -5090952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -5090974.000000 Penalty: 1028.989136
	Iteration 78Q: 3 clusters Score -5090974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -5090996.500000 Penalty: 1028.989136
	Iteration 79Q: 3 clusters Score -5090996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -5091007.500000 Penalty: 1028.989136
	Iteration 80F: 3 clusters Score -5091008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -5091028.000000 Penalty: 1028.989136
	Iteration 81Q: 3 clusters Score -5091028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -5091042.000000 Penalty: 1028.989136
	Iteration 82Q: 3 clusters Score -5091042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -5091049.500000 Penalty: 1028.989136
	Iteration 83Q: 3 clusters Score -5091050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -5091049.000000 Penalty: 1028.989136
	Iteration 84Q: 3 clusters Score -5091049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -5091050.000000 Penalty: 1028.989136
	Iteration 85Q: 3 clusters Score -5091050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -5091048.000000 Penalty: 1028.989136
	Iteration 86Q: 3 clusters Score -5091048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -5091049.000000 Penalty: 1028.989136
	Iteration 87Q: 3 clusters Score -5091049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -5091047.500000 Penalty: 1028.989136
	Iteration 88Q: 3 clusters Score -5091048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -5091051.000000 Penalty: 1028.989136
	Iteration 89Q: 3 clusters Score -5091051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -5091052.000000 Penalty: 1028.989136
	Iteration 90Q: 3 clusters Score -5091052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -5091053.500000 Penalty: 1028.989136
	Iteration 91Q: 3 clusters Score -5091054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -5091059.000000 Penalty: 1028.989136
	Iteration 92Q: 3 clusters Score -5091059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -5091061.000000 Penalty: 1028.989136
	Iteration 93Q: 3 clusters Score -5091061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -5091064.000000 Penalty: 1028.989136
	Iteration 94Q: 3 clusters Score -5091064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -5091065.000000 Penalty: 1028.989136
	Iteration 95Q: 3 clusters Score -5091065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -5091068.500000 Penalty: 1028.989136
	Iteration 96Q: 3 clusters Score -5091068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 81202 members 
Entering Unmasked Estep 
Score: -5091068.500000 Penalty: 1028.989136
	Iteration 97F: 3 clusters Score -5091068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26185.568359 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26185.57 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26294.656250 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26294.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26378.087891 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26378.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26438.107422 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -26438.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26501.806641 Penalty: 549.879639
	Iteration 4F: 3 clusters Score -26501.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26522.759766 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26522.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26527.625000 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26527.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26531.318359 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26531.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26534.236328 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26534.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26535.544922 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26535.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26536.103516 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26536.857422 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26536.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26537.474609 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26537.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26537.650391 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26537.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26537.650391 Penalty: 549.879639
	Iteration 14F: 3 clusters Score -26537.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -323835.843750 Penalty: 388.655792
	Iteration 0F: 2 clusters Score -323835.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -320340.625000 Penalty: 777.311584
	Iteration 0F: 3 clusters Score -320340.6 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -321633.968750 Penalty: 777.311584
	Iteration 1F: 3 clusters Score -321634 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -321819.281250 Penalty: 777.311584
	Iteration 2F: 3 clusters Score -321819.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -322048.843750 Penalty: 777.311584
	Iteration 3F: 3 clusters Score -322048.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -322350.687500 Penalty: 777.311584
	Iteration 4F: 3 clusters Score -322350.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -322663.187500 Penalty: 777.311584
	Iteration 5F: 3 clusters Score -322663.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -322874.187500 Penalty: 777.311584
	Iteration 6F: 3 clusters Score -322874.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -322998.062500 Penalty: 777.311584
	Iteration 7Q: 3 clusters Score -322998.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -323057.187500 Penalty: 777.311584
	Iteration 8Q: 3 clusters Score -323057.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -323096.937500 Penalty: 777.311584
	Iteration 9Q: 3 clusters Score -323096.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -323119.718750 Penalty: 777.311584
	Iteration 10Q: 3 clusters Score -323119.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -323137.718750 Penalty: 777.311584
	Iteration 11Q: 3 clusters Score -323137.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -323148.781250 Penalty: 777.311584
	Iteration 12Q: 3 clusters Score -323148.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -323158.812500 Penalty: 777.311584
	Iteration 13Q: 3 clusters Score -323158.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -323164.625000 Penalty: 777.311584
	Iteration 14Q: 3 clusters Score -323164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -323168.562500 Penalty: 777.311584
	Iteration 15Q: 3 clusters Score -323168.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -323171.843750 Penalty: 777.311584
	Iteration 16Q: 3 clusters Score -323171.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -323175.562500 Penalty: 777.311584
	Iteration 17Q: 3 clusters Score -323175.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -323183.500000 Penalty: 777.311584
	Iteration 18Q: 3 clusters Score -323183.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -323191.156250 Penalty: 777.311584
	Iteration 19Q: 3 clusters Score -323191.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -323197.875000 Penalty: 777.311584
	Iteration 20F: 3 clusters Score -323197.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -323201.500000 Penalty: 777.311584
	Iteration 21Q: 3 clusters Score -323201.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -323206.625000 Penalty: 777.311584
	Iteration 22Q: 3 clusters Score -323206.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -323211.656250 Penalty: 777.311584
	Iteration 23Q: 3 clusters Score -323211.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -323216.718750 Penalty: 777.311584
	Iteration 24Q: 3 clusters Score -323216.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -323222.750000 Penalty: 777.311584
	Iteration 25Q: 3 clusters Score -323222.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -323227.593750 Penalty: 777.311584
	Iteration 26Q: 3 clusters Score -323227.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -323233.625000 Penalty: 777.311584
	Iteration 27Q: 3 clusters Score -323233.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -323237.656250 Penalty: 777.311584
	Iteration 28Q: 3 clusters Score -323237.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -323240.875000 Penalty: 777.311584
	Iteration 29Q: 3 clusters Score -323240.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -323243.343750 Penalty: 777.311584
	Iteration 30Q: 3 clusters Score -323243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -323246.468750 Penalty: 777.311584
	Iteration 31Q: 3 clusters Score -323246.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -323249.375000 Penalty: 777.311584
	Iteration 32Q: 3 clusters Score -323249.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -323251.062500 Penalty: 777.311584
	Iteration 33Q: 3 clusters Score -323251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -323252.500000 Penalty: 777.311584
	Iteration 34Q: 3 clusters Score -323252.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -323256.062500 Penalty: 777.311584
	Iteration 35Q: 3 clusters Score -323256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -323259.562500 Penalty: 777.311584
	Iteration 36Q: 3 clusters Score -323259.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -323262.750000 Penalty: 777.311584
	Iteration 37Q: 3 clusters Score -323262.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -323265.500000 Penalty: 777.311584
	Iteration 38Q: 3 clusters Score -323265.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -323266.937500 Penalty: 777.311584
	Iteration 39Q: 3 clusters Score -323266.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -323270.625000 Penalty: 777.311584
	Iteration 40F: 3 clusters Score -323270.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -323275.312500 Penalty: 777.311584
	Iteration 41Q: 3 clusters Score -323275.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -323281.500000 Penalty: 777.311584
	Iteration 42Q: 3 clusters Score -323281.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -323285.968750 Penalty: 777.311584
	Iteration 43Q: 3 clusters Score -323286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -323290.000000 Penalty: 777.311584
	Iteration 44Q: 3 clusters Score -323290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -323293.375000 Penalty: 777.311584
	Iteration 45Q: 3 clusters Score -323293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -323296.093750 Penalty: 777.311584
	Iteration 46Q: 3 clusters Score -323296.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -323296.968750 Penalty: 777.311584
	Iteration 47Q: 3 clusters Score -323297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -323298.187500 Penalty: 777.311584
	Iteration 48Q: 3 clusters Score -323298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -323298.843750 Penalty: 777.311584
	Iteration 49Q: 3 clusters Score -323298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -323300.875000 Penalty: 777.311584
	Iteration 50Q: 3 clusters Score -323300.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -323302.906250 Penalty: 777.311584
	Iteration 51Q: 3 clusters Score -323302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -323304.218750 Penalty: 777.311584
	Iteration 52Q: 3 clusters Score -323304.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -323305.531250 Penalty: 777.311584
	Iteration 53Q: 3 clusters Score -323305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -323306.531250 Penalty: 777.311584
	Iteration 54Q: 3 clusters Score -323306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -323308.906250 Penalty: 777.311584
	Iteration 55Q: 3 clusters Score -323308.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -323310.218750 Penalty: 777.311584
	Iteration 56Q: 3 clusters Score -323310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -323311.156250 Penalty: 777.311584
	Iteration 57Q: 3 clusters Score -323311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -323311.812500 Penalty: 777.311584
	Iteration 58Q: 3 clusters Score -323311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -323312.718750 Penalty: 777.311584
	Iteration 59Q: 3 clusters Score -323312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -323312.531250 Penalty: 777.311584
	Iteration 60F: 3 clusters Score -323312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -323313.562500 Penalty: 777.311584
	Iteration 61Q: 3 clusters Score -323313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -323314.187500 Penalty: 777.311584
	Iteration 62Q: 3 clusters Score -323314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -323314.531250 Penalty: 777.311584
	Iteration 63Q: 3 clusters Score -323314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -323315.718750 Penalty: 777.311584
	Iteration 64Q: 3 clusters Score -323315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -323315.687500 Penalty: 777.311584
	Iteration 65Q: 3 clusters Score -323315.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -323315.718750 Penalty: 777.311584
	Iteration 66Q: 3 clusters Score -323315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -323317.468750 Penalty: 777.311584
	Iteration 67Q: 3 clusters Score -323317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -323318.093750 Penalty: 777.311584
	Iteration 68Q: 3 clusters Score -323318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -323319.968750 Penalty: 777.311584
	Iteration 69Q: 3 clusters Score -323320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -323320.593750 Penalty: 777.311584
	Iteration 70Q: 3 clusters Score -323320.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -323321.781250 Penalty: 777.311584
	Iteration 71Q: 3 clusters Score -323321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -323322.781250 Penalty: 777.311584
	Iteration 72Q: 3 clusters Score -323322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -323322.718750 Penalty: 777.311584
	Iteration 73Q: 3 clusters Score -323322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -323323.250000 Penalty: 777.311584
	Iteration 74Q: 3 clusters Score -323323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -323324.281250 Penalty: 777.311584
	Iteration 75Q: 3 clusters Score -323324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -323324.281250 Penalty: 777.311584
	Iteration 76Q: 3 clusters Score -323324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -323324.281250 Penalty: 777.311584
	Iteration 77F: 3 clusters Score -323324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Entering Unmasked Estep 
Score: -1275953.500000 Penalty: 450.635956
	Iteration 0F: 2 clusters Score -1275954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1262531.125000 Penalty: 901.271912
	Iteration 0F: 3 clusters Score -1262531 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1268398.500000 Penalty: 901.271912
	Iteration 1F: 3 clusters Score -1268398 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1268766.750000 Penalty: 901.271912
	Iteration 2Q: 3 clusters Score -1268767 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1269290.000000 Penalty: 901.271912
	Iteration 3F: 3 clusters Score -1269290 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1270093.125000 Penalty: 901.271912
	Iteration 4F: 3 clusters Score -1270093 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1271150.875000 Penalty: 901.271912
	Iteration 5F: 3 clusters Score -1271151 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1272373.250000 Penalty: 901.271912
	Iteration 6F: 3 clusters Score -1272373 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1273294.750000 Penalty: 901.271912
	Iteration 7Q: 3 clusters Score -1273295 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1273698.000000 Penalty: 901.271912
	Iteration 8Q: 3 clusters Score -1273698 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1273887.125000 Penalty: 901.271912
	Iteration 9Q: 3 clusters Score -1273887 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1274008.750000 Penalty: 901.271912
	Iteration 10Q: 3 clusters Score -1274009 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1274112.000000 Penalty: 901.271912
	Iteration 11Q: 3 clusters Score -1274112 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1274226.125000 Penalty: 901.271912
	Iteration 12Q: 3 clusters Score -1274226 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1274336.625000 Penalty: 901.271912
	Iteration 13Q: 3 clusters Score -1274337 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1274416.375000 Penalty: 901.271912
	Iteration 14Q: 3 clusters Score -1274416 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1274483.750000 Penalty: 901.271912
	Iteration 15Q: 3 clusters Score -1274484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1274537.500000 Penalty: 901.271912
	Iteration 16Q: 3 clusters Score -1274538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1274574.875000 Penalty: 901.271912
	Iteration 17Q: 3 clusters Score -1274575 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1274607.000000 Penalty: 901.271912
	Iteration 18Q: 3 clusters Score -1274607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1274629.000000 Penalty: 901.271912
	Iteration 19Q: 3 clusters Score -1274629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1274665.375000 Penalty: 901.271912
	Iteration 20F: 3 clusters Score -1274665 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1274714.750000 Penalty: 901.271912
	Iteration 21Q: 3 clusters Score -1274715 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1274767.125000 Penalty: 901.271912
	Iteration 22Q: 3 clusters Score -1274767 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1274811.625000 Penalty: 901.271912
	Iteration 23Q: 3 clusters Score -1274812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1274854.625000 Penalty: 901.271912
	Iteration 24Q: 3 clusters Score -1274855 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1274892.500000 Penalty: 901.271912
	Iteration 25Q: 3 clusters Score -1274892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1274937.250000 Penalty: 901.271912
	Iteration 26Q: 3 clusters Score -1274937 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1274982.000000 Penalty: 901.271912
	Iteration 27Q: 3 clusters Score -1274982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1275028.250000 Penalty: 901.271912
	Iteration 28Q: 3 clusters Score -1275028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1275067.625000 Penalty: 901.271912
	Iteration 29Q: 3 clusters Score -1275068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1275103.250000 Penalty: 901.271912
	Iteration 30Q: 3 clusters Score -1275103 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1275135.500000 Penalty: 901.271912
	Iteration 31Q: 3 clusters Score -1275136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1275159.125000 Penalty: 901.271912
	Iteration 32Q: 3 clusters Score -1275159 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1275191.125000 Penalty: 901.271912
	Iteration 33Q: 3 clusters Score -1275191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1275211.625000 Penalty: 901.271912
	Iteration 34Q: 3 clusters Score -1275212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1275238.375000 Penalty: 901.271912
	Iteration 35Q: 3 clusters Score -1275238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1275269.750000 Penalty: 901.271912
	Iteration 36Q: 3 clusters Score -1275270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1275297.625000 Penalty: 901.271912
	Iteration 37Q: 3 clusters Score -1275298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1275316.625000 Penalty: 901.271912
	Iteration 38Q: 3 clusters Score -1275317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1275333.875000 Penalty: 901.271912
	Iteration 39Q: 3 clusters Score -1275334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1275356.125000 Penalty: 901.271912
	Iteration 40F: 3 clusters Score -1275356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1275375.125000 Penalty: 901.271912
	Iteration 41Q: 3 clusters Score -1275375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1275390.250000 Penalty: 901.271912
	Iteration 42Q: 3 clusters Score -1275390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1275409.625000 Penalty: 901.271912
	Iteration 43Q: 3 clusters Score -1275410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1275438.125000 Penalty: 901.271912
	Iteration 44Q: 3 clusters Score -1275438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1275458.125000 Penalty: 901.271912
	Iteration 45Q: 3 clusters Score -1275458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1275476.375000 Penalty: 901.271912
	Iteration 46Q: 3 clusters Score -1275476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1275493.500000 Penalty: 901.271912
	Iteration 47Q: 3 clusters Score -1275494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -1275505.750000 Penalty: 901.271912
	Iteration 48Q: 3 clusters Score -1275506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1275519.125000 Penalty: 901.271912
	Iteration 49Q: 3 clusters Score -1275519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1275526.375000 Penalty: 901.271912
	Iteration 50Q: 3 clusters Score -1275526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1275533.250000 Penalty: 901.271912
	Iteration 51Q: 3 clusters Score -1275533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -1275535.125000 Penalty: 901.271912
	Iteration 52Q: 3 clusters Score -1275535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1275538.250000 Penalty: 901.271912
	Iteration 53Q: 3 clusters Score -1275538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1275540.375000 Penalty: 901.271912
	Iteration 54Q: 3 clusters Score -1275540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1275542.875000 Penalty: 901.271912
	Iteration 55Q: 3 clusters Score -1275543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1275548.250000 Penalty: 901.271912
	Iteration 56Q: 3 clusters Score -1275548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1275552.000000 Penalty: 901.271912
	Iteration 57Q: 3 clusters Score -1275552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1275552.750000 Penalty: 901.271912
	Iteration 58Q: 3 clusters Score -1275553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1275554.500000 Penalty: 901.271912
	Iteration 59Q: 3 clusters Score -1275554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1275555.500000 Penalty: 901.271912
	Iteration 60F: 3 clusters Score -1275556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1275555.875000 Penalty: 901.271912
	Iteration 61Q: 3 clusters Score -1275556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1275559.250000 Penalty: 901.271912
	Iteration 62Q: 3 clusters Score -1275559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1275562.125000 Penalty: 901.271912
	Iteration 63Q: 3 clusters Score -1275562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1275565.000000 Penalty: 901.271912
	Iteration 64Q: 3 clusters Score -1275565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1275566.375000 Penalty: 901.271912
	Iteration 65Q: 3 clusters Score -1275566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1275566.375000 Penalty: 901.271912
	Iteration 66Q: 3 clusters Score -1275566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1275566.375000 Penalty: 901.271912
	Iteration 67F: 3 clusters Score -1275566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Entering Unmasked Estep 
Score: -4873291.500000 Penalty: 513.616211
	Iteration 0F: 2 clusters Score -4873292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4819274.500000 Penalty: 1027.232422
	Iteration 0F: 3 clusters Score -4819274 nChanged 39126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -4844205.500000 Penalty: 1027.232422
	Iteration 1F: 3 clusters Score -4844206 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -4845966.000000 Penalty: 1027.232422
	Iteration 2F: 3 clusters Score -4845966 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -4848555.000000 Penalty: 1027.232422
	Iteration 3F: 3 clusters Score -4848555 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -4851886.000000 Penalty: 1027.232422
	Iteration 4F: 3 clusters Score -4851886 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -4856008.500000 Penalty: 1027.232422
	Iteration 5F: 3 clusters Score -4856008 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -4860156.500000 Penalty: 1027.232422
	Iteration 6F: 3 clusters Score -4860156 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -4863046.500000 Penalty: 1027.232422
	Iteration 7F: 3 clusters Score -4863046 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -4864405.500000 Penalty: 1027.232422
	Iteration 8Q: 3 clusters Score -4864406 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -4865134.000000 Penalty: 1027.232422
	Iteration 9Q: 3 clusters Score -4865134 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -4865541.500000 Penalty: 1027.232422
	Iteration 10Q: 3 clusters Score -4865542 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -4865966.000000 Penalty: 1027.232422
	Iteration 11Q: 3 clusters Score -4865966 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -4866376.000000 Penalty: 1027.232422
	Iteration 12Q: 3 clusters Score -4866376 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -4866847.500000 Penalty: 1027.232422
	Iteration 13Q: 3 clusters Score -4866848 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -4867271.500000 Penalty: 1027.232422
	Iteration 14Q: 3 clusters Score -4867272 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -4867674.500000 Penalty: 1027.232422
	Iteration 15Q: 3 clusters Score -4867674 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -4868144.000000 Penalty: 1027.232422
	Iteration 16Q: 3 clusters Score -4868144 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -4868626.000000 Penalty: 1027.232422
	Iteration 17Q: 3 clusters Score -4868626 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -4869051.000000 Penalty: 1027.232422
	Iteration 18Q: 3 clusters Score -4869051 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -4869523.000000 Penalty: 1027.232422
	Iteration 19Q: 3 clusters Score -4869523 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -4869934.000000 Penalty: 1027.232422
	Iteration 20F: 3 clusters Score -4869934 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -4870321.500000 Penalty: 1027.232422
	Iteration 21Q: 3 clusters Score -4870322 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -4870721.500000 Penalty: 1027.232422
	Iteration 22Q: 3 clusters Score -4870722 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -4871078.500000 Penalty: 1027.232422
	Iteration 23Q: 3 clusters Score -4871078 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -4871413.000000 Penalty: 1027.232422
	Iteration 24Q: 3 clusters Score -4871413 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -4871689.500000 Penalty: 1027.232422
	Iteration 25Q: 3 clusters Score -4871690 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -4871951.000000 Penalty: 1027.232422
	Iteration 26Q: 3 clusters Score -4871951 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -4872156.000000 Penalty: 1027.232422
	Iteration 27Q: 3 clusters Score -4872156 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -4872360.000000 Penalty: 1027.232422
	Iteration 28Q: 3 clusters Score -4872360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -4872531.000000 Penalty: 1027.232422
	Iteration 29Q: 3 clusters Score -4872531 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -4872654.500000 Penalty: 1027.232422
	Iteration 30Q: 3 clusters Score -4872654 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -4872756.500000 Penalty: 1027.232422
	Iteration 31Q: 3 clusters Score -4872756 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -4872829.000000 Penalty: 1027.232422
	Iteration 32Q: 3 clusters Score -4872829 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -4872892.000000 Penalty: 1027.232422
	Iteration 33Q: 3 clusters Score -4872892 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -4872932.000000 Penalty: 1027.232422
	Iteration 34Q: 3 clusters Score -4872932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -4872950.000000 Penalty: 1027.232422
	Iteration 35Q: 3 clusters Score -4872950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -4872966.000000 Penalty: 1027.232422
	Iteration 36Q: 3 clusters Score -4872966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -4872965.000000 Penalty: 1027.232422
	Iteration 37Q: 3 clusters Score -4872965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -4872976.000000 Penalty: 1027.232422
	Iteration 38Q: 3 clusters Score -4872976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -4872991.500000 Penalty: 1027.232422
	Iteration 39Q: 3 clusters Score -4872992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -4873020.000000 Penalty: 1027.232422
	Iteration 40F: 3 clusters Score -4873020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -4873023.500000 Penalty: 1027.232422
	Iteration 41Q: 3 clusters Score -4873024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -4873031.000000 Penalty: 1027.232422
	Iteration 42Q: 3 clusters Score -4873031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -4873041.000000 Penalty: 1027.232422
	Iteration 43Q: 3 clusters Score -4873041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -4873053.000000 Penalty: 1027.232422
	Iteration 44Q: 3 clusters Score -4873053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -4873051.500000 Penalty: 1027.232422
	Iteration 45Q: 3 clusters Score -4873052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -4873046.000000 Penalty: 1027.232422
	Iteration 46Q: 3 clusters Score -4873046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -4873044.500000 Penalty: 1027.232422
	Iteration 47Q: 3 clusters Score -4873044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -4873043.000000 Penalty: 1027.232422
	Iteration 48Q: 3 clusters Score -4873043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -4873037.000000 Penalty: 1027.232422
	Iteration 49Q: 3 clusters Score -4873037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -4873047.000000 Penalty: 1027.232422
	Iteration 50Q: 3 clusters Score -4873047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -4873046.000000 Penalty: 1027.232422
	Iteration 51Q: 3 clusters Score -4873046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -4873053.500000 Penalty: 1027.232422
	Iteration 52Q: 3 clusters Score -4873054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -4873052.500000 Penalty: 1027.232422
	Iteration 53Q: 3 clusters Score -4873052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -4873057.500000 Penalty: 1027.232422
	Iteration 54Q: 3 clusters Score -4873058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -4873057.500000 Penalty: 1027.232422
	Iteration 55Q: 3 clusters Score -4873058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -4873056.500000 Penalty: 1027.232422
	Iteration 56Q: 3 clusters Score -4873056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -4873059.000000 Penalty: 1027.232422
	Iteration 57Q: 3 clusters Score -4873059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -4873061.500000 Penalty: 1027.232422
	Iteration 58Q: 3 clusters Score -4873062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -4873062.500000 Penalty: 1027.232422
	Iteration 59Q: 3 clusters Score -4873062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -4873068.500000 Penalty: 1027.232422
	Iteration 60F: 3 clusters Score -4873068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -4873065.500000 Penalty: 1027.232422
	Iteration 61Q: 3 clusters Score -4873066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -4873063.000000 Penalty: 1027.232422
	Iteration 62Q: 3 clusters Score -4873063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -4873063.500000 Penalty: 1027.232422
	Iteration 63Q: 3 clusters Score -4873064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -4873067.000000 Penalty: 1027.232422
	Iteration 64Q: 3 clusters Score -4873067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -4873070.000000 Penalty: 1027.232422
	Iteration 65Q: 3 clusters Score -4873070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -4873069.500000 Penalty: 1027.232422
	Iteration 66Q: 3 clusters Score -4873070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -4873069.500000 Penalty: 1027.232422
	Iteration 67F: 3 clusters Score -4873070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -60982.316406 Penalty: 309.911621
	Iteration 0F: 2 clusters Score -60982.32 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 447 members 
Entering Unmasked Estep 
Score: -60225.296875 Penalty: 619.823242
	Iteration 0F: 3 clusters Score -60225.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60422.167969 Penalty: 619.823242
	Iteration 1F: 3 clusters Score -60422.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60455.921875 Penalty: 619.823242
	Iteration 2F: 3 clusters Score -60455.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60474.953125 Penalty: 619.823242
	Iteration 3Q: 3 clusters Score -60474.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60496.593750 Penalty: 619.823242
	Iteration 4Q: 3 clusters Score -60496.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60508.328125 Penalty: 619.823242
	Iteration 5Q: 3 clusters Score -60508.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60521.617188 Penalty: 619.823242
	Iteration 6Q: 3 clusters Score -60521.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60530.324219 Penalty: 619.823242
	Iteration 7Q: 3 clusters Score -60530.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60536.242188 Penalty: 619.823242
	Iteration 8Q: 3 clusters Score -60536.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60542.355469 Penalty: 619.823242
	Iteration 9Q: 3 clusters Score -60542.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60554.964844 Penalty: 619.823242
	Iteration 10Q: 3 clusters Score -60554.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60567.160156 Penalty: 619.823242
	Iteration 11Q: 3 clusters Score -60567.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60572.585938 Penalty: 619.823242
	Iteration 12Q: 3 clusters Score -60572.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60579.054688 Penalty: 619.823242
	Iteration 13Q: 3 clusters Score -60579.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60588.285156 Penalty: 619.823242
	Iteration 14Q: 3 clusters Score -60588.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60596.707031 Penalty: 619.823242
	Iteration 15Q: 3 clusters Score -60596.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60601.128906 Penalty: 619.823242
	Iteration 16Q: 3 clusters Score -60601.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60603.468750 Penalty: 619.823242
	Iteration 17Q: 3 clusters Score -60603.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60605.003906 Penalty: 619.823242
	Iteration 18Q: 3 clusters Score -60605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60607.765625 Penalty: 619.823242
	Iteration 19Q: 3 clusters Score -60607.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60611.128906 Penalty: 619.823242
	Iteration 20F: 3 clusters Score -60611.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60613.589844 Penalty: 619.823242
	Iteration 21Q: 3 clusters Score -60613.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60614.882812 Penalty: 619.823242
	Iteration 22Q: 3 clusters Score -60614.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60616.890625 Penalty: 619.823242
	Iteration 23Q: 3 clusters Score -60616.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60619.097656 Penalty: 619.823242
	Iteration 24Q: 3 clusters Score -60619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60623.781250 Penalty: 619.823242
	Iteration 25Q: 3 clusters Score -60623.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60628.597656 Penalty: 619.823242
	Iteration 26Q: 3 clusters Score -60628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60631.355469 Penalty: 619.823242
	Iteration 27Q: 3 clusters Score -60631.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60634.203125 Penalty: 619.823242
	Iteration 28Q: 3 clusters Score -60634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60638.695312 Penalty: 619.823242
	Iteration 29Q: 3 clusters Score -60638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60640.687500 Penalty: 619.823242
	Iteration 30Q: 3 clusters Score -60640.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60641.429688 Penalty: 619.823242
	Iteration 31Q: 3 clusters Score -60641.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60643.203125 Penalty: 619.823242
	Iteration 32Q: 3 clusters Score -60643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60644.062500 Penalty: 619.823242
	Iteration 33Q: 3 clusters Score -60644.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60644.304688 Penalty: 619.823242
	Iteration 34Q: 3 clusters Score -60644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60646.187500 Penalty: 619.823242
	Iteration 35Q: 3 clusters Score -60646.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60647.628906 Penalty: 619.823242
	Iteration 36Q: 3 clusters Score -60647.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60647.628906 Penalty: 619.823242
	Iteration 37F: 3 clusters Score -60647.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -112595.656250 Penalty: 342.783081
	Iteration 0F: 2 clusters Score -112595.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -111218.101562 Penalty: 685.566162
	Iteration 0F: 3 clusters Score -111218.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -111631.179688 Penalty: 685.566162
	Iteration 1F: 3 clusters Score -111631.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -111709.304688 Penalty: 685.566162
	Iteration 2F: 3 clusters Score -111709.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -111790.585938 Penalty: 685.566162
	Iteration 3F: 3 clusters Score -111790.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -111873.710938 Penalty: 685.566162
	Iteration 4F: 3 clusters Score -111873.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -111974.304688 Penalty: 685.566162
	Iteration 5F: 3 clusters Score -111974.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -112042.562500 Penalty: 685.566162
	Iteration 6F: 3 clusters Score -112042.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -112104.820312 Penalty: 685.566162
	Iteration 7Q: 3 clusters Score -112104.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -112165.625000 Penalty: 685.566162
	Iteration 8Q: 3 clusters Score -112165.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -112200.171875 Penalty: 685.566162
	Iteration 9Q: 3 clusters Score -112200.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -112228.281250 Penalty: 685.566162
	Iteration 10Q: 3 clusters Score -112228.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -112253.703125 Penalty: 685.566162
	Iteration 11Q: 3 clusters Score -112253.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -112268.875000 Penalty: 685.566162
	Iteration 12Q: 3 clusters Score -112268.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -112275.500000 Penalty: 685.566162
	Iteration 13Q: 3 clusters Score -112275.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -112282.281250 Penalty: 685.566162
	Iteration 14Q: 3 clusters Score -112282.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -112286.125000 Penalty: 685.566162
	Iteration 15Q: 3 clusters Score -112286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -112289.757812 Penalty: 685.566162
	Iteration 16Q: 3 clusters Score -112289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -112293.367188 Penalty: 685.566162
	Iteration 17Q: 3 clusters Score -112293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -112296.765625 Penalty: 685.566162
	Iteration 18Q: 3 clusters Score -112296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -112297.820312 Penalty: 685.566162
	Iteration 19Q: 3 clusters Score -112297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -112299.007812 Penalty: 685.566162
	Iteration 20F: 3 clusters Score -112299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -112299.632812 Penalty: 685.566162
	Iteration 21Q: 3 clusters Score -112299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -112300.546875 Penalty: 685.566162
	Iteration 22Q: 3 clusters Score -112300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -112300.546875 Penalty: 685.566162
	Iteration 23F: 3 clusters Score -112300.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Entering Unmasked Estep 
Score: -5907633.500000 Penalty: 521.511475
	Iteration 0F: 2 clusters Score -5907634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -5847476.500000 Penalty: 1043.022949
	Iteration 0F: 3 clusters Score -5847476 nChanged 46468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -5878360.000000 Penalty: 1043.022949
	Iteration 1F: 3 clusters Score -5878360 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -5882314.500000 Penalty: 1043.022949
	Iteration 2F: 3 clusters Score -5882314 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5887690.500000 Penalty: 1043.022949
	Iteration 3F: 3 clusters Score -5887690 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -5892867.000000 Penalty: 1043.022949
	Iteration 4F: 3 clusters Score -5892867 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -5896070.000000 Penalty: 1043.022949
	Iteration 5F: 3 clusters Score -5896070 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5897700.500000 Penalty: 1043.022949
	Iteration 6Q: 3 clusters Score -5897700 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5898718.000000 Penalty: 1043.022949
	Iteration 7Q: 3 clusters Score -5898718 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -5900034.000000 Penalty: 1043.022949
	Iteration 8Q: 3 clusters Score -5900034 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -5901818.000000 Penalty: 1043.022949
	Iteration 9Q: 3 clusters Score -5901818 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -5903154.500000 Penalty: 1043.022949
	Iteration 10Q: 3 clusters Score -5903154 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5904228.000000 Penalty: 1043.022949
	Iteration 11Q: 3 clusters Score -5904228 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5904947.000000 Penalty: 1043.022949
	Iteration 12Q: 3 clusters Score -5904947 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -5905560.000000 Penalty: 1043.022949
	Iteration 13Q: 3 clusters Score -5905560 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -5905946.500000 Penalty: 1043.022949
	Iteration 14Q: 3 clusters Score -5905946 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5906308.000000 Penalty: 1043.022949
	Iteration 15Q: 3 clusters Score -5906308 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5906522.000000 Penalty: 1043.022949
	Iteration 16Q: 3 clusters Score -5906522 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5906702.000000 Penalty: 1043.022949
	Iteration 17Q: 3 clusters Score -5906702 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5906839.500000 Penalty: 1043.022949
	Iteration 18Q: 3 clusters Score -5906840 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5906974.500000 Penalty: 1043.022949
	Iteration 19Q: 3 clusters Score -5906974 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5907060.500000 Penalty: 1043.022949
	Iteration 20F: 3 clusters Score -5907060 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5907122.000000 Penalty: 1043.022949
	Iteration 21Q: 3 clusters Score -5907122 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5907149.000000 Penalty: 1043.022949
	Iteration 22Q: 3 clusters Score -5907149 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5907154.500000 Penalty: 1043.022949
	Iteration 23Q: 3 clusters Score -5907154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5907155.500000 Penalty: 1043.022949
	Iteration 24Q: 3 clusters Score -5907156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5907189.500000 Penalty: 1043.022949
	Iteration 25Q: 3 clusters Score -5907190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5907199.000000 Penalty: 1043.022949
	Iteration 26Q: 3 clusters Score -5907199 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5907226.000000 Penalty: 1043.022949
	Iteration 27Q: 3 clusters Score -5907226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5907226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5907252.000000 Penalty: 1043.022949
	Iteration 29Q: 3 clusters Score -5907252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5907267.000000 Penalty: 1043.022949
	Iteration 30Q: 3 clusters Score -5907267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5907270.500000 Penalty: 1043.022949
	Iteration 31Q: 3 clusters Score -5907270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5907281.500000 Penalty: 1043.022949
	Iteration 32Q: 3 clusters Score -5907282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5907285.500000 Penalty: 1043.022949
	Iteration 33Q: 3 clusters Score -5907286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5907275.000000 Penalty: 1043.022949
	Iteration 34Q: 3 clusters Score -5907275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5907295.000000 Penalty: 1043.022949
	Iteration 35Q: 3 clusters Score -5907295 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5907320.000000 Penalty: 1043.022949
	Iteration 36Q: 3 clusters Score -5907320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5907337.000000 Penalty: 1043.022949
	Iteration 37Q: 3 clusters Score -5907337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94317 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5907346.500000 Penalty: 1043.022949
	Iteration 38Q: 3 clusters Score -5907346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5907343.000000 Penalty: 1043.022949
	Iteration 39Q: 3 clusters Score -5907343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5907353.000000 Penalty: 1043.022949
	Iteration 40F: 3 clusters Score -5907353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5907364.500000 Penalty: 1043.022949
	Iteration 41Q: 3 clusters Score -5907364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5907365.000000 Penalty: 1043.022949
	Iteration 42Q: 3 clusters Score -5907365 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5907376.000000 Penalty: 1043.022949
	Iteration 43Q: 3 clusters Score -5907376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5907384.000000 Penalty: 1043.022949
	Iteration 44Q: 3 clusters Score -5907384 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5907377.000000 Penalty: 1043.022949
	Iteration 45Q: 3 clusters Score -5907377 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5907374.500000 Penalty: 1043.022949
	Iteration 46Q: 3 clusters Score -5907374 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5907383.000000 Penalty: 1043.022949
	Iteration 47Q: 3 clusters Score -5907383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5907394.500000 Penalty: 1043.022949
	Iteration 48Q: 3 clusters Score -5907394 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94343 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5907404.500000 Penalty: 1043.022949
	Iteration 49Q: 3 clusters Score -5907404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5907399.000000 Penalty: 1043.022949
	Iteration 50Q: 3 clusters Score -5907399 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5907402.000000 Penalty: 1043.022949
	Iteration 51Q: 3 clusters Score -5907402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5907410.500000 Penalty: 1043.022949
	Iteration 52Q: 3 clusters Score -5907410 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5907413.000000 Penalty: 1043.022949
	Iteration 53Q: 3 clusters Score -5907413 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5907437.500000 Penalty: 1043.022949
	Iteration 54Q: 3 clusters Score -5907438 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94289 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5907443.000000 Penalty: 1043.022949
	Iteration 55Q: 3 clusters Score -5907443 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5907456.500000 Penalty: 1043.022949
	Iteration 56Q: 3 clusters Score -5907456 nChanged 23
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Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5907461.500000 Penalty: 1043.022949
	Iteration 57Q: 3 clusters Score -5907462 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5907475.500000 Penalty: 1043.022949
	Iteration 58Q: 3 clusters Score -5907476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94267 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5907476.500000 Penalty: 1043.022949
	Iteration 59Q: 3 clusters Score -5907476 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5907495.000000 Penalty: 1043.022949
	Iteration 60F: 3 clusters Score -5907495 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5907504.500000 Penalty: 1043.022949
	Iteration 61Q: 3 clusters Score -5907504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5907521.000000 Penalty: 1043.022949
	Iteration 62Q: 3 clusters Score -5907521 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5907534.500000 Penalty: 1043.022949
	Iteration 63Q: 3 clusters Score -5907534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5907550.500000 Penalty: 1043.022949
	Iteration 64Q: 3 clusters Score -5907550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5907572.000000 Penalty: 1043.022949
	Iteration 65Q: 3 clusters Score -5907572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5907588.000000 Penalty: 1043.022949
	Iteration 66Q: 3 clusters Score -5907588 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5907585.500000 Penalty: 1043.022949
	Iteration 67Q: 3 clusters Score -5907586 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5907590.500000 Penalty: 1043.022949
	Iteration 68Q: 3 clusters Score -5907590 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5907598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5907607.000000 Penalty: 1043.022949
	Iteration 70Q: 3 clusters Score -5907607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5907616.000000 Penalty: 1043.022949
	Iteration 71Q: 3 clusters Score -5907616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5907612.000000 Penalty: 1043.022949
	Iteration 72Q: 3 clusters Score -5907612 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5907619.000000 Penalty: 1043.022949
	Iteration 73Q: 3 clusters Score -5907619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5907616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5907628.500000 Penalty: 1043.022949
	Iteration 75Q: 3 clusters Score -5907628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5907633.000000 Penalty: 1043.022949
	Iteration 76Q: 3 clusters Score -5907633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5907633 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93863 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5907625.000000 Penalty: 1043.022949
	Iteration 78Q: 3 clusters Score -5907625 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5907630.000000 Penalty: 1043.022949
	Iteration 79Q: 3 clusters Score -5907630 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5907638.500000 Penalty: 1043.022949
	Iteration 80F: 3 clusters Score -5907638 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5907644.000000 Penalty: 1043.022949
	Iteration 81Q: 3 clusters Score -5907644 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5907650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5907659.000000 Penalty: 1043.022949
	Iteration 83Q: 3 clusters Score -5907659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5907662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5907665.000000 Penalty: 1043.022949
	Iteration 85Q: 3 clusters Score -5907665 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5907669.500000 Penalty: 1043.022949
	Iteration 86Q: 3 clusters Score -5907670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5907662.500000 Penalty: 1043.022949
	Iteration 87Q: 3 clusters Score -5907662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93744 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5907664 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5907662 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5907667.500000 Penalty: 1043.022949
	Iteration 90Q: 3 clusters Score -5907668 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5907668 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5907674.500000 Penalty: 1043.022949
	Iteration 92Q: 3 clusters Score -5907674 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5907675 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5907677.500000 Penalty: 1043.022949
	Iteration 94Q: 3 clusters Score -5907678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5907678 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5907678 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5907678 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5907678 nChanged 4
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Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5907679 nChanged 6
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Mstep: Class 1 contains 93710 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5907684 nChanged 7
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Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5907686 nChanged 11
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	Iteration 102Q: 3 clusters Score -5907684 nChanged 10
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Mstep: Class 1 contains 93712 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5907696 nChanged 12
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Mstep: Class 1 contains 93714 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5907690 nChanged 7
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Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5907692 nChanged 4
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Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5907689 nChanged 9
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Mstep: Class 1 contains 93720 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5907692 nChanged 8
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Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5907685 nChanged 7
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Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5907686 nChanged 6
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Mstep: Class 1 contains 93727 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5907684 nChanged 3
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	Iteration 111Q: 3 clusters Score -5907690 nChanged 5
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	Iteration 112Q: 3 clusters Score -5907686 nChanged 2
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	Iteration 113Q: 3 clusters Score -5907686 nChanged 1
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	Iteration 114Q: 3 clusters Score -5907680 nChanged 2
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	Iteration 116Q: 3 clusters Score -5907687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5907687.000000 Penalty: 1043.022949
	Iteration 117F: 3 clusters Score -5907687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 93721 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1294 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289084.000000 Penalty: 37422.929688
Splitting cluster 21 changes total score from -53291128.000000 to -53289084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -32920.644531 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -32920.64 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 238 members 
Entering Unmasked Estep 
Score: -32458.802734 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -32458.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32580.156250 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -32580.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32600.902344 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -32600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32609.605469 Penalty: 555.739075
	Iteration 3Q: 3 clusters Score -32609.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32613.439453 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -32613.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32615.593750 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -32615.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32619.160156 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -32619.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32619.539062 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -32619.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32619.539062 Penalty: 555.739075
	Iteration 8F: 3 clusters Score -32619.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -13135.473633 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -13135.47 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 136 members 
Entering Unmasked Estep 
Score: -12829.654297 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12829.65 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12915.165039 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12915.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12946.726562 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12946.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12984.167969 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -12984.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13008.890625 Penalty: 503.178040
	Iteration 4F: 3 clusters Score -13008.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13026.816406 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -13026.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13037.005859 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -13037.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13046.881836 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -13046.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13052.539062 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -13052.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13065.915039 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -13065.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13090.334961 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -13090.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13104.594727 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -13104.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13124.104492 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -13124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13133.384766 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -13133.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13142.775391 Penalty: 503.178040
	Iteration 14F: 3 clusters Score -13142.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13150.727539 Penalty: 503.178040
	Iteration 15Q: 3 clusters Score -13150.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13153.619141 Penalty: 503.178040
	Iteration 16Q: 3 clusters Score -13153.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13154.273438 Penalty: 503.178040
	Iteration 17Q: 3 clusters Score -13154.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13154.273438 Penalty: 503.178040
	Iteration 18F: 3 clusters Score -13154.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 89 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 163 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288552.000000 Penalty: 37422.929688
Splitting cluster 23 changes total score from -53291128.000000 to -53288552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18072.800781 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18072.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18176.187500 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18176.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18217.527344 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18217.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18229.148438 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -18229.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18242.419922 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18242.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18251.345703 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18251.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18255.564453 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18255.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18257.599609 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18258.429688 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18258.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18259.154297 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18259.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18259.373047 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18259.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18259.373047 Penalty: 513.413574
	Iteration 11F: 3 clusters Score -18259.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -47952.519531 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -47952.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47259.808594 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -47259.81 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47489.363281 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -47489.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47565.703125 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -47565.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47617.796875 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -47617.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47653.660156 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -47653.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47687.609375 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -47687.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47718.414062 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -47718.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47735.605469 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -47735.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47748.257812 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -47748.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47761.191406 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -47761.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47778.507812 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -47778.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47795.292969 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -47795.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47801.167969 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -47801.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47804.507812 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -47804.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47806.566406 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -47806.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47807.886719 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -47807.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47809.925781 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -47809.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47811.203125 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -47811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47811.933594 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -47811.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47814.535156 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -47814.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47815.003906 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -47815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47815.355469 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -47815.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47815.886719 Penalty: 609.990112
	Iteration 22Q: 3 clusters Score -47815.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47815.886719 Penalty: 609.990112
	Iteration 23F: 3 clusters Score -47815.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Entering Unmasked Estep 
Score: -3973854.750000 Penalty: 503.712982
	Iteration 0F: 2 clusters Score -3973855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3930830.000000 Penalty: 1007.425964
	Iteration 0F: 3 clusters Score -3930830 nChanged 31149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3949709.250000 Penalty: 1007.425964
	Iteration 1F: 3 clusters Score -3949709 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3951266.000000 Penalty: 1007.425964
	Iteration 2F: 3 clusters Score -3951266 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3953862.750000 Penalty: 1007.425964
	Iteration 3F: 3 clusters Score -3953863 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -3957616.500000 Penalty: 1007.425964
	Iteration 4F: 3 clusters Score -3957616 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3961670.500000 Penalty: 1007.425964
	Iteration 5F: 3 clusters Score -3961670 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3964486.750000 Penalty: 1007.425964
	Iteration 6F: 3 clusters Score -3964487 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3965987.000000 Penalty: 1007.425964
	Iteration 7Q: 3 clusters Score -3965987 nChanged 2048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3966688.250000 Penalty: 1007.425964
	Iteration 8Q: 3 clusters Score -3966688 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3967137.500000 Penalty: 1007.425964
	Iteration 9Q: 3 clusters Score -3967138 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3967520.750000 Penalty: 1007.425964
	Iteration 10Q: 3 clusters Score -3967521 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3967875.250000 Penalty: 1007.425964
	Iteration 11Q: 3 clusters Score -3967875 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3968190.000000 Penalty: 1007.425964
	Iteration 12Q: 3 clusters Score -3968190 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3968430.000000 Penalty: 1007.425964
	Iteration 13Q: 3 clusters Score -3968430 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3968668.750000 Penalty: 1007.425964
	Iteration 14Q: 3 clusters Score -3968669 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3968861.750000 Penalty: 1007.425964
	Iteration 15Q: 3 clusters Score -3968862 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3969030.000000 Penalty: 1007.425964
	Iteration 16Q: 3 clusters Score -3969030 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3969180.750000 Penalty: 1007.425964
	Iteration 17Q: 3 clusters Score -3969181 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3969287.000000 Penalty: 1007.425964
	Iteration 18Q: 3 clusters Score -3969287 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3969360.250000 Penalty: 1007.425964
	Iteration 19Q: 3 clusters Score -3969360 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3969464.250000 Penalty: 1007.425964
	Iteration 20F: 3 clusters Score -3969464 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3969519.750000 Penalty: 1007.425964
	Iteration 21Q: 3 clusters Score -3969520 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3969602.500000 Penalty: 1007.425964
	Iteration 22Q: 3 clusters Score -3969602 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3969665.750000 Penalty: 1007.425964
	Iteration 23Q: 3 clusters Score -3969666 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3969723.500000 Penalty: 1007.425964
	Iteration 24Q: 3 clusters Score -3969724 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3969771.500000 Penalty: 1007.425964
	Iteration 25Q: 3 clusters Score -3969772 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3969826.500000 Penalty: 1007.425964
	Iteration 26Q: 3 clusters Score -3969826 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3969876.250000 Penalty: 1007.425964
	Iteration 27Q: 3 clusters Score -3969876 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3969956.250000 Penalty: 1007.425964
	Iteration 28Q: 3 clusters Score -3969956 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3970023.250000 Penalty: 1007.425964
	Iteration 29Q: 3 clusters Score -3970023 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3970052.250000 Penalty: 1007.425964
	Iteration 30Q: 3 clusters Score -3970052 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3970111.500000 Penalty: 1007.425964
	Iteration 31Q: 3 clusters Score -3970112 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3970197.250000 Penalty: 1007.425964
	Iteration 32Q: 3 clusters Score -3970197 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3970237.250000 Penalty: 1007.425964
	Iteration 33Q: 3 clusters Score -3970237 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3970310.500000 Penalty: 1007.425964
	Iteration 34Q: 3 clusters Score -3970310 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3970354.000000 Penalty: 1007.425964
	Iteration 35Q: 3 clusters Score -3970354 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3970430.500000 Penalty: 1007.425964
	Iteration 36Q: 3 clusters Score -3970430 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3970500.000000 Penalty: 1007.425964
	Iteration 37Q: 3 clusters Score -3970500 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3970576.500000 Penalty: 1007.425964
	Iteration 38Q: 3 clusters Score -3970576 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3970688.000000 Penalty: 1007.425964
	Iteration 39Q: 3 clusters Score -3970688 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3970762.250000 Penalty: 1007.425964
	Iteration 40F: 3 clusters Score -3970762 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3970869.750000 Penalty: 1007.425964
	Iteration 41Q: 3 clusters Score -3970870 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3970994.250000 Penalty: 1007.425964
	Iteration 42Q: 3 clusters Score -3970994 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3971074.250000 Penalty: 1007.425964
	Iteration 43Q: 3 clusters Score -3971074 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3971186.250000 Penalty: 1007.425964
	Iteration 44Q: 3 clusters Score -3971186 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3971258.250000 Penalty: 1007.425964
	Iteration 45Q: 3 clusters Score -3971258 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3971347.750000 Penalty: 1007.425964
	Iteration 46Q: 3 clusters Score -3971348 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3971421.250000 Penalty: 1007.425964
	Iteration 47Q: 3 clusters Score -3971421 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3971506.000000 Penalty: 1007.425964
	Iteration 48Q: 3 clusters Score -3971506 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3971600.500000 Penalty: 1007.425964
	Iteration 49Q: 3 clusters Score -3971600 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3971668.000000 Penalty: 1007.425964
	Iteration 50Q: 3 clusters Score -3971668 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3971768.000000 Penalty: 1007.425964
	Iteration 51Q: 3 clusters Score -3971768 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3971848.250000 Penalty: 1007.425964
	Iteration 52Q: 3 clusters Score -3971848 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3971935.250000 Penalty: 1007.425964
	Iteration 53Q: 3 clusters Score -3971935 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3972012.000000 Penalty: 1007.425964
	Iteration 54Q: 3 clusters Score -3972012 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3972106.250000 Penalty: 1007.425964
	Iteration 55Q: 3 clusters Score -3972106 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3972210.750000 Penalty: 1007.425964
	Iteration 56Q: 3 clusters Score -3972211 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3972333.000000 Penalty: 1007.425964
	Iteration 57Q: 3 clusters Score -3972333 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3972425.000000 Penalty: 1007.425964
	Iteration 58Q: 3 clusters Score -3972425 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3972546.000000 Penalty: 1007.425964
	Iteration 59Q: 3 clusters Score -3972546 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3972659.250000 Penalty: 1007.425964
	Iteration 60F: 3 clusters Score -3972659 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3972743.750000 Penalty: 1007.425964
	Iteration 61Q: 3 clusters Score -3972744 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3972814.500000 Penalty: 1007.425964
	Iteration 62Q: 3 clusters Score -3972814 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3972896.750000 Penalty: 1007.425964
	Iteration 63Q: 3 clusters Score -3972897 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3972967.250000 Penalty: 1007.425964
	Iteration 64Q: 3 clusters Score -3972967 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3973038.750000 Penalty: 1007.425964
	Iteration 65Q: 3 clusters Score -3973039 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3973095.000000 Penalty: 1007.425964
	Iteration 66Q: 3 clusters Score -3973095 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3973149.750000 Penalty: 1007.425964
	Iteration 67Q: 3 clusters Score -3973150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3973184.250000 Penalty: 1007.425964
	Iteration 68Q: 3 clusters Score -3973184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3973231.500000 Penalty: 1007.425964
	Iteration 69Q: 3 clusters Score -3973232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3973270.500000 Penalty: 1007.425964
	Iteration 70Q: 3 clusters Score -3973270 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3973286.250000 Penalty: 1007.425964
	Iteration 71Q: 3 clusters Score -3973286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3973309.250000 Penalty: 1007.425964
	Iteration 72Q: 3 clusters Score -3973309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3973325.500000 Penalty: 1007.425964
	Iteration 73Q: 3 clusters Score -3973326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3973347.750000 Penalty: 1007.425964
	Iteration 74Q: 3 clusters Score -3973348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3973365.750000 Penalty: 1007.425964
	Iteration 75Q: 3 clusters Score -3973366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3973375.500000 Penalty: 1007.425964
	Iteration 76Q: 3 clusters Score -3973376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3973385.500000 Penalty: 1007.425964
	Iteration 77Q: 3 clusters Score -3973386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3973397.250000 Penalty: 1007.425964
	Iteration 78Q: 3 clusters Score -3973397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3973412.000000 Penalty: 1007.425964
	Iteration 79Q: 3 clusters Score -3973412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3973418.250000 Penalty: 1007.425964
	Iteration 80F: 3 clusters Score -3973418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3973433.000000 Penalty: 1007.425964
	Iteration 81Q: 3 clusters Score -3973433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3973439.000000 Penalty: 1007.425964
	Iteration 82Q: 3 clusters Score -3973439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3973440.500000 Penalty: 1007.425964
	Iteration 83Q: 3 clusters Score -3973440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3973442.250000 Penalty: 1007.425964
	Iteration 84Q: 3 clusters Score -3973442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3973450.250000 Penalty: 1007.425964
	Iteration 85Q: 3 clusters Score -3973450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3973453.500000 Penalty: 1007.425964
	Iteration 86Q: 3 clusters Score -3973454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3973454.750000 Penalty: 1007.425964
	Iteration 87Q: 3 clusters Score -3973455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3973454.750000 Penalty: 1007.425964
	Iteration 88F: 3 clusters Score -3973455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7820.802734 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7820.803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7883.382812 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7883.383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7912.901367 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -7912.901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7934.912109 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7934.912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7958.311035 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7958.311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7983.398438 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7983.398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8010.269531 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -8010.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8055.202637 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -8055.203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8059.289062 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -8059.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8059.289062 Penalty: 450.337158
	Iteration 9F: 3 clusters Score -8059.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 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 58 members 
Entering Unmasked Estep 
Score: -6804.888672 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6804.889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6864.396484 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6864.396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6880.239746 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6880.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6886.239746 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6886.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6886.239746 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -6886.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -172700.093750 Penalty: 361.490509
	Iteration 0F: 2 clusters Score -172700.1 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 1415 members 
Entering Unmasked Estep 
Score: -170753.484375 Penalty: 722.981018
	Iteration 0F: 3 clusters Score -170753.5 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -171433.515625 Penalty: 722.981018
	Iteration 1F: 3 clusters Score -171433.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -171544.859375 Penalty: 722.981018
	Iteration 2F: 3 clusters Score -171544.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -171715.390625 Penalty: 722.981018
	Iteration 3F: 3 clusters Score -171715.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -171887.203125 Penalty: 722.981018
	Iteration 4F: 3 clusters Score -171887.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -172049.359375 Penalty: 722.981018
	Iteration 5F: 3 clusters Score -172049.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -172198.765625 Penalty: 722.981018
	Iteration 6F: 3 clusters Score -172198.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -172297.890625 Penalty: 722.981018
	Iteration 7Q: 3 clusters Score -172297.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172357.468750 Penalty: 722.981018
	Iteration 8Q: 3 clusters Score -172357.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -172401.890625 Penalty: 722.981018
	Iteration 9Q: 3 clusters Score -172401.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172427.937500 Penalty: 722.981018
	Iteration 10Q: 3 clusters Score -172427.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -172442.250000 Penalty: 722.981018
	Iteration 11Q: 3 clusters Score -172442.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -172448.625000 Penalty: 722.981018
	Iteration 12Q: 3 clusters Score -172448.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -172452.296875 Penalty: 722.981018
	Iteration 13Q: 3 clusters Score -172452.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172454.359375 Penalty: 722.981018
	Iteration 14Q: 3 clusters Score -172454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172455.968750 Penalty: 722.981018
	Iteration 15Q: 3 clusters Score -172456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -172457.859375 Penalty: 722.981018
	Iteration 16Q: 3 clusters Score -172457.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172459.968750 Penalty: 722.981018
	Iteration 17Q: 3 clusters Score -172460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -172460.812500 Penalty: 722.981018
	Iteration 18Q: 3 clusters Score -172460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -172461.250000 Penalty: 722.981018
	Iteration 19Q: 3 clusters Score -172461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -172462.937500 Penalty: 722.981018
	Iteration 20F: 3 clusters Score -172462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -172464.640625 Penalty: 722.981018
	Iteration 21Q: 3 clusters Score -172464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -172465.843750 Penalty: 722.981018
	Iteration 22Q: 3 clusters Score -172465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -172468.375000 Penalty: 722.981018
	Iteration 23Q: 3 clusters Score -172468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -172470.171875 Penalty: 722.981018
	Iteration 24Q: 3 clusters Score -172470.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -172471.578125 Penalty: 722.981018
	Iteration 25Q: 3 clusters Score -172471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -172473.109375 Penalty: 722.981018
	Iteration 26Q: 3 clusters Score -172473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -172476.421875 Penalty: 722.981018
	Iteration 27Q: 3 clusters Score -172476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -172477.250000 Penalty: 722.981018
	Iteration 28Q: 3 clusters Score -172477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -172477.890625 Penalty: 722.981018
	Iteration 29Q: 3 clusters Score -172477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -172478.562500 Penalty: 722.981018
	Iteration 30Q: 3 clusters Score -172478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172478.781250 Penalty: 722.981018
	Iteration 31Q: 3 clusters Score -172478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -172479.671875 Penalty: 722.981018
	Iteration 32Q: 3 clusters Score -172479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -172480.562500 Penalty: 722.981018
	Iteration 33Q: 3 clusters Score -172480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -172481.484375 Penalty: 722.981018
	Iteration 34Q: 3 clusters Score -172481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -172482.843750 Penalty: 722.981018
	Iteration 35Q: 3 clusters Score -172482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -172483.515625 Penalty: 722.981018
	Iteration 36Q: 3 clusters Score -172483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -172483.765625 Penalty: 722.981018
	Iteration 37Q: 3 clusters Score -172483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -172483.984375 Penalty: 722.981018
	Iteration 38Q: 3 clusters Score -172484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -172483.984375 Penalty: 722.981018
	Iteration 39Q: 3 clusters Score -172484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -172484.078125 Penalty: 722.981018
	Iteration 40F: 3 clusters Score -172484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -172484.140625 Penalty: 722.981018
	Iteration 41Q: 3 clusters Score -172484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -172484.468750 Penalty: 722.981018
	Iteration 42Q: 3 clusters Score -172484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -172484.609375 Penalty: 722.981018
	Iteration 43Q: 3 clusters Score -172484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -172484.796875 Penalty: 722.981018
	Iteration 44Q: 3 clusters Score -172484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -172485.343750 Penalty: 722.981018
	Iteration 45Q: 3 clusters Score -172485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -172486.531250 Penalty: 722.981018
	Iteration 46Q: 3 clusters Score -172486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172486.531250 Penalty: 722.981018
	Iteration 47Q: 3 clusters Score -172486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172486.953125 Penalty: 722.981018
	Iteration 48Q: 3 clusters Score -172487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -172487.593750 Penalty: 722.981018
	Iteration 49Q: 3 clusters Score -172487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172488.796875 Penalty: 722.981018
	Iteration 50Q: 3 clusters Score -172488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -172494.015625 Penalty: 722.981018
	Iteration 51Q: 3 clusters Score -172494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -172498.781250 Penalty: 722.981018
	Iteration 52Q: 3 clusters Score -172498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172509.781250 Penalty: 722.981018
	Iteration 53Q: 3 clusters Score -172509.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172529.000000 Penalty: 722.981018
	Iteration 54Q: 3 clusters Score -172529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -172548.843750 Penalty: 722.981018
	Iteration 55Q: 3 clusters Score -172548.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172551.843750 Penalty: 722.981018
	Iteration 56Q: 3 clusters Score -172551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172552.734375 Penalty: 722.981018
	Iteration 57Q: 3 clusters Score -172552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172554.609375 Penalty: 722.981018
	Iteration 58Q: 3 clusters Score -172554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -172555.343750 Penalty: 722.981018
	Iteration 59Q: 3 clusters Score -172555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172556.281250 Penalty: 722.981018
	Iteration 60F: 3 clusters Score -172556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172556.343750 Penalty: 722.981018
	Iteration 61Q: 3 clusters Score -172556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -172557.671875 Penalty: 722.981018
	Iteration 62Q: 3 clusters Score -172557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172558.187500 Penalty: 722.981018
	Iteration 63Q: 3 clusters Score -172558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172558.484375 Penalty: 722.981018
	Iteration 64Q: 3 clusters Score -172558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172558.765625 Penalty: 722.981018
	Iteration 65Q: 3 clusters Score -172558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172559.078125 Penalty: 722.981018
	Iteration 66Q: 3 clusters Score -172559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -172559.468750 Penalty: 722.981018
	Iteration 67Q: 3 clusters Score -172559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172559.656250 Penalty: 722.981018
	Iteration 68Q: 3 clusters Score -172559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -172560.921875 Penalty: 722.981018
	Iteration 69Q: 3 clusters Score -172560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -172561.343750 Penalty: 722.981018
	Iteration 70Q: 3 clusters Score -172561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -172561.437500 Penalty: 722.981018
	Iteration 71Q: 3 clusters Score -172561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -172561.546875 Penalty: 722.981018
	Iteration 72Q: 3 clusters Score -172561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -172561.546875 Penalty: 722.981018
	Iteration 73Q: 3 clusters Score -172561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -172561.703125 Penalty: 722.981018
	Iteration 74Q: 3 clusters Score -172561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172562.078125 Penalty: 722.981018
	Iteration 75Q: 3 clusters Score -172562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172562.078125 Penalty: 722.981018
	Iteration 76F: 3 clusters Score -172562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 163 members 
Entering Unmasked Estep 
Score: -19115.753906 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19115.75 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19237.972656 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19237.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19288.609375 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19288.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19316.492188 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -19316.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19331.373047 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19331.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19338.910156 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19338.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19347.236328 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19347.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19350.037109 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19350.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19352.603516 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19353.384766 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19353.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19356.152344 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19356.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19357.193359 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -19357.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19357.802734 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -19357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19357.802734 Penalty: 524.632385
	Iteration 13F: 3 clusters Score -19357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6703.926270 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6703.926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6514.445801 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -6514.446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6551.861328 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -6551.861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6561.227539 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -6561.228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6575.453125 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -6575.453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6579.242188 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -6579.242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6580.759766 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -6580.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6580.759766 Penalty: 423.510376
	Iteration 6F: 3 clusters Score -6580.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -21881.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -21881.39 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 201 members 
Entering Unmasked Estep 
Score: -21460.203125 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21460.2 nChanged 143
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: -21753.513672 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21753.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21971.808594 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -21971.81 nChanged 38
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: -22083.234375 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -22083.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22112.087891 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22112.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22128.693359 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22128.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22171.041016 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22171.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22236.906250 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22236.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22275.048828 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22275.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22284.869141 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22284.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22292.896484 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22299.974609 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22299.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22306.492188 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22306.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22318.062500 Penalty: 546.578186
	Iteration 13F: 3 clusters Score -22318.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22429.935547 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -22429.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22506.562500 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -22506.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22549.974609 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -22549.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22579.501953 Penalty: 546.578186
	Iteration 17Q: 3 clusters Score -22579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22579.501953 Penalty: 546.578186
	Iteration 18F: 3 clusters Score -22579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 233 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 173 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289268.000000 Penalty: 37422.929688
Splitting cluster 32 changes total score from -53291128.000000 to -53289268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31993.705078 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -31993.71 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32117.980469 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32117.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32167.279297 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32167.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32181.304688 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -32181.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32196.675781 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32196.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32207.832031 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32207.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32217.878906 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32217.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32226.515625 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32226.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32236.070312 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32236.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32241.318359 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32241.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32244.480469 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32244.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32245.333984 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -32245.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32246.162109 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -32246.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32246.871094 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -32246.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32248.123047 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -32248.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32248.123047 Penalty: 563.318665
	Iteration 15F: 3 clusters Score -32248.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -66549.539062 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -66549.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65696.953125 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -65696.95 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65987.406250 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -65987.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66084.984375 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -66084.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66174.164062 Penalty: 635.524902
	Iteration 3F: 3 clusters Score -66174.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66235.476562 Penalty: 635.524902
	Iteration 4F: 3 clusters Score -66235.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66262.382812 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -66262.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66275.273438 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -66275.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66283.593750 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -66283.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66291.820312 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -66291.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66299.687500 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -66299.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66307.046875 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -66307.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66310.617188 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -66310.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66311.953125 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -66311.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66312.171875 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -66312.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66312.171875 Penalty: 635.524902
	Iteration 14F: 3 clusters Score -66312.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -10068.166992 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -10068.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9769.675781 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -9769.676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9879.600586 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -9879.601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9934.762695 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -9934.763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9966.345703 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -9966.346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9984.002930 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -9984.003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9997.776367 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -9997.776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10008.569336 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -10008.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10032.569336 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -10032.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10052.760742 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -10052.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10072.992188 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -10072.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10101.431641 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -10101.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10113.303711 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -10113.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10119.059570 Penalty: 493.268707
	Iteration 12Q: 3 clusters Score -10119.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10119.059570 Penalty: 493.268707
	Iteration 13F: 3 clusters Score -10119.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 105 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 121 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288560.000000 Penalty: 37422.929688
Splitting cluster 35 changes total score from -53291128.000000 to -53288560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44738.042969 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44738.04 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45012.613281 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -45012.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45061.726562 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -45061.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45088.238281 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -45088.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45102.488281 Penalty: 599.216003
	Iteration 4Q: 3 clusters Score -45102.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45117.199219 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -45117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45126.812500 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45126.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45134.417969 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45134.42 nChanged 8
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: -45139.910156 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45139.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45148.601562 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -45156.597656 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -45156.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45164.351562 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -45164.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45172.570312 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -45172.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -45179.394531 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -45179.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -45185.785156 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -45185.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45193.589844 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -45193.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45200.878906 Penalty: 599.216003
	Iteration 16Q: 3 clusters Score -45200.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45215.128906 Penalty: 599.216003
	Iteration 17Q: 3 clusters Score -45215.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45235.351562 Penalty: 599.216003
	Iteration 18Q: 3 clusters Score -45235.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45255.476562 Penalty: 599.216003
	Iteration 19Q: 3 clusters Score -45255.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45271.121094 Penalty: 599.216003
	Iteration 20F: 3 clusters Score -45271.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -45284.054688 Penalty: 599.216003
	Iteration 21Q: 3 clusters Score -45284.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -45292.820312 Penalty: 599.216003
	Iteration 22Q: 3 clusters Score -45292.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -45307.246094 Penalty: 599.216003
	Iteration 23Q: 3 clusters Score -45307.25 nChanged 6
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: -45313.320312 Penalty: 599.216003
	Iteration 24Q: 3 clusters Score -45313.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -45324.027344 Penalty: 599.216003
	Iteration 25Q: 3 clusters Score -45324.03 nChanged 7
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: -45338.710938 Penalty: 599.216003
	Iteration 26Q: 3 clusters Score -45338.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45343.574219 Penalty: 599.216003
	Iteration 27Q: 3 clusters Score -45343.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -45345.687500 Penalty: 599.216003
	Iteration 28Q: 3 clusters Score -45345.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -45347.078125 Penalty: 599.216003
	Iteration 29Q: 3 clusters Score -45347.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -45351.839844 Penalty: 599.216003
	Iteration 30Q: 3 clusters Score -45351.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45353.199219 Penalty: 599.216003
	Iteration 31Q: 3 clusters Score -45353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45354.109375 Penalty: 599.216003
	Iteration 32Q: 3 clusters Score -45354.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45354.109375 Penalty: 599.216003
	Iteration 33F: 3 clusters Score -45354.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 146 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288568.000000 Penalty: 37422.929688
Splitting cluster 36 changes total score from -53291128.000000 to -53288568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7342.199219 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7342.199 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 78 members 
Entering Unmasked Estep 
Score: -7139.448730 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7139.449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7206.447266 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7206.447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7213.138184 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -7213.138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7213.138184 Penalty: 453.508209
	Iteration 3F: 3 clusters Score -7213.138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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: -12330.938477 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12330.94 nChanged 65
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: -12426.409180 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12426.41 nChanged 17
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: -12454.613281 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12454.61 nChanged 10
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: -12467.103516 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -12467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12474.765625 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -12474.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12476.041016 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12476.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12479.066406 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12479.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12483.172852 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -12483.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12485.176758 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -12485.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12485.856445 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -12485.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12485.856445 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -12485.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -193181.765625 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -193181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -191031.750000 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -191031.8 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -191890.218750 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -191890.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -192063.656250 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -192063.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -192265.609375 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -192265.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -192455.015625 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -192455 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -192638.015625 Penalty: 730.232727
	Iteration 5F: 3 clusters Score -192638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -192816.890625 Penalty: 730.232727
	Iteration 6F: 3 clusters Score -192816.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -192950.453125 Penalty: 730.232727
	Iteration 7Q: 3 clusters Score -192950.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -193024.562500 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -193024.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -193059.859375 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -193059.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -193090.125000 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -193090.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -193120.500000 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -193120.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -193158.625000 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -193158.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -193189.656250 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -193189.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -193239.921875 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -193239.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -193285.140625 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -193285.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -193330.609375 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -193330.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193417.046875 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -193417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -193502.734375 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -193502.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -193534.671875 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -193534.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -193537.453125 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -193537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -193537.687500 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -193537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193538.046875 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193538.046875 Penalty: 730.232727
	Iteration 23F: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 2030 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1025 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289008.000000 Penalty: 37422.929688
Splitting cluster 39 changes total score from -53291128.000000 to -53289008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 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 373 members 
Entering Unmasked Estep 
Score: -45253.011719 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45253.01 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45598.613281 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45598.61 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -45721.589844 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45721.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -45797.433594 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -45797.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45838.308594 Penalty: 602.547913
	Iteration 4Q: 3 clusters Score -45838.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45860.058594 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -45860.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45883.410156 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -45883.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45907.378906 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -45907.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45930.324219 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -45930.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45939.089844 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -45939.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45946.718750 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -45946.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -45954.835938 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -45954.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -45958.191406 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -45958.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45959.179688 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -45959.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45960.203125 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -45960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45961.949219 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -45961.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -45963.035156 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -45963.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -45964.152344 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -45964.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -45966.367188 Penalty: 602.547913
	Iteration 18Q: 3 clusters Score -45966.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45966.902344 Penalty: 602.547913
	Iteration 19Q: 3 clusters Score -45966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45967.949219 Penalty: 602.547913
	Iteration 20F: 3 clusters Score -45967.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -45970.191406 Penalty: 602.547913
	Iteration 21Q: 3 clusters Score -45970.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45970.550781 Penalty: 602.547913
	Iteration 22Q: 3 clusters Score -45970.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45970.550781 Penalty: 602.547913
	Iteration 23F: 3 clusters Score -45970.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 315 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 436 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288576.000000 Penalty: 37422.929688
Splitting cluster 40 changes total score from -53291128.000000 to -53288576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43826.773438 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43826.77 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 360 members 
Entering Unmasked Estep 
Score: -43253.351562 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -43253.35 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43527.226562 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -43527.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43611.304688 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -43611.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43679.054688 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43679.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43760.687500 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -43760.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -43804.308594 Penalty: 598.458740
	Iteration 5F: 3 clusters Score -43804.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43837.593750 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43837.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43867.414062 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43867.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43913.507812 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43913.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -43952.367188 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43952.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43962.191406 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43962.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43965.238281 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43965.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43966.273438 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43966.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43966.273438 Penalty: 598.458740
	Iteration 13F: 3 clusters Score -43966.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 470 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288704.000000 Penalty: 37422.929688
Splitting cluster 41 changes total score from -53291128.000000 to -53288704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11943.559570 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11943.56 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 67 members 
Entering Unmasked Estep 
Score: -11702.976562 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11702.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11769.657227 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11769.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11781.453125 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -11781.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11786.154297 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -11786.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11786.154297 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -11786.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -15657.527344 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -15657.53 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 222 members 
Entering Unmasked Estep 
Score: -15271.512695 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -15271.51 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15487.720703 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -15487.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15542.666992 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -15542.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15599.963867 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -15599.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15638.216797 Penalty: 556.143555
	Iteration 4F: 3 clusters Score -15638.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15668.533203 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -15668.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15695.123047 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -15695.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15721.701172 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -15721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15733.026367 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -15733.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15733.832031 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -15733.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15733.982422 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -15733.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15733.982422 Penalty: 556.143555
	Iteration 11F: 3 clusters Score -15733.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 260 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288620.000000 Penalty: 37422.929688
Splitting cluster 43 changes total score from -53291128.000000 to -53288620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -20321.759766 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -20321.76 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 161 members 
Entering Unmasked Estep 
Score: -19925.269531 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19925.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20091.140625 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -20091.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20187.156250 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -20187.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20252.001953 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -20252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20290.623047 Penalty: 530.434082
	Iteration 4F: 3 clusters Score -20290.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20305.496094 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -20305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20311.738281 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -20311.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20317.781250 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -20317.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20323.621094 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -20323.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20330.314453 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -20330.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20333.185547 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -20333.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20335.042969 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -20335.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20336.398438 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -20336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20337.769531 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -20337.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20338.259766 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -20338.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20338.259766 Penalty: 530.434082
	Iteration 15F: 3 clusters Score -20338.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 206 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 134 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288568.000000 Penalty: 37422.929688
Splitting cluster 44 changes total score from -53291128.000000 to -53288568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -271226.343750 Penalty: 381.477417
	Iteration 0F: 2 clusters Score -271226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -268299.593750 Penalty: 762.954834
	Iteration 0F: 3 clusters Score -268299.6 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -269544.250000 Penalty: 762.954834
	Iteration 1F: 3 clusters Score -269544.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -269754.562500 Penalty: 762.954834
	Iteration 2F: 3 clusters Score -269754.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -269937.562500 Penalty: 762.954834
	Iteration 3F: 3 clusters Score -269937.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -270104.687500 Penalty: 762.954834
	Iteration 4F: 3 clusters Score -270104.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -270279.312500 Penalty: 762.954834
	Iteration 5Q: 3 clusters Score -270279.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -270457.562500 Penalty: 762.954834
	Iteration 6Q: 3 clusters Score -270457.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -270603.375000 Penalty: 762.954834
	Iteration 7Q: 3 clusters Score -270603.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -270699.125000 Penalty: 762.954834
	Iteration 8Q: 3 clusters Score -270699.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -270759.593750 Penalty: 762.954834
	Iteration 9Q: 3 clusters Score -270759.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -270811.062500 Penalty: 762.954834
	Iteration 10Q: 3 clusters Score -270811.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -270845.218750 Penalty: 762.954834
	Iteration 11Q: 3 clusters Score -270845.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -270864.250000 Penalty: 762.954834
	Iteration 12Q: 3 clusters Score -270864.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -270875.937500 Penalty: 762.954834
	Iteration 13Q: 3 clusters Score -270875.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -270884.062500 Penalty: 762.954834
	Iteration 14Q: 3 clusters Score -270884.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -270891.218750 Penalty: 762.954834
	Iteration 15Q: 3 clusters Score -270891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -270896.750000 Penalty: 762.954834
	Iteration 16Q: 3 clusters Score -270896.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -270899.968750 Penalty: 762.954834
	Iteration 17Q: 3 clusters Score -270900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -270903.218750 Penalty: 762.954834
	Iteration 18Q: 3 clusters Score -270903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -270906.187500 Penalty: 762.954834
	Iteration 19Q: 3 clusters Score -270906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -270907.281250 Penalty: 762.954834
	Iteration 20F: 3 clusters Score -270907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -270908.343750 Penalty: 762.954834
	Iteration 21Q: 3 clusters Score -270908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -270908.687500 Penalty: 762.954834
	Iteration 22Q: 3 clusters Score -270908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -270908.437500 Penalty: 762.954834
	Iteration 23Q: 3 clusters Score -270908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -270908.562500 Penalty: 762.954834
	Iteration 24Q: 3 clusters Score -270908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -270908.406250 Penalty: 762.954834
	Iteration 25Q: 3 clusters Score -270908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -270908.218750 Penalty: 762.954834
	Iteration 26Q: 3 clusters Score -270908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -270908.531250 Penalty: 762.954834
	Iteration 27Q: 3 clusters Score -270908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -270909.156250 Penalty: 762.954834
	Iteration 28Q: 3 clusters Score -270909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -270909.218750 Penalty: 762.954834
	Iteration 29Q: 3 clusters Score -270909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -270909.781250 Penalty: 762.954834
	Iteration 30Q: 3 clusters Score -270909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -270910.062500 Penalty: 762.954834
	Iteration 31Q: 3 clusters Score -270910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -270910.156250 Penalty: 762.954834
	Iteration 32Q: 3 clusters Score -270910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -270909.812500 Penalty: 762.954834
	Iteration 33Q: 3 clusters Score -270909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -270910.812500 Penalty: 762.954834
	Iteration 34Q: 3 clusters Score -270910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -270910.187500 Penalty: 762.954834
	Iteration 35Q: 3 clusters Score -270910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -270910.937500 Penalty: 762.954834
	Iteration 36Q: 3 clusters Score -270910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -270911.187500 Penalty: 762.954834
	Iteration 37Q: 3 clusters Score -270911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -270911.437500 Penalty: 762.954834
	Iteration 38Q: 3 clusters Score -270911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -270911.625000 Penalty: 762.954834
	Iteration 39Q: 3 clusters Score -270911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -270912.031250 Penalty: 762.954834
	Iteration 40F: 3 clusters Score -270912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -270912.781250 Penalty: 762.954834
	Iteration 41Q: 3 clusters Score -270912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -270913.531250 Penalty: 762.954834
	Iteration 42Q: 3 clusters Score -270913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -270913.343750 Penalty: 762.954834
	Iteration 43Q: 3 clusters Score -270913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -270914.250000 Penalty: 762.954834
	Iteration 44Q: 3 clusters Score -270914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -270913.843750 Penalty: 762.954834
	Iteration 45Q: 3 clusters Score -270913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270914.718750 Penalty: 762.954834
	Iteration 46Q: 3 clusters Score -270914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -270915.031250 Penalty: 762.954834
	Iteration 47Q: 3 clusters Score -270915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -270916.031250 Penalty: 762.954834
	Iteration 48Q: 3 clusters Score -270916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -270916.031250 Penalty: 762.954834
	Iteration 49Q: 3 clusters Score -270916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -270915.656250 Penalty: 762.954834
	Iteration 50Q: 3 clusters Score -270915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -270915.687500 Penalty: 762.954834
	Iteration 51Q: 3 clusters Score -270915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -270916.125000 Penalty: 762.954834
	Iteration 52Q: 3 clusters Score -270916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -270916.093750 Penalty: 762.954834
	Iteration 53Q: 3 clusters Score -270916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -270915.968750 Penalty: 762.954834
	Iteration 54Q: 3 clusters Score -270916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -270916.812500 Penalty: 762.954834
	Iteration 55Q: 3 clusters Score -270916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -270916.812500 Penalty: 762.954834
	Iteration 56F: 3 clusters Score -270916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -16142.822266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -16142.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15781.591797 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -15781.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15905.971680 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -15905.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15981.680664 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -15981.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16054.934570 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -16054.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16120.563477 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -16120.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16148.946289 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -16148.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16162.248047 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -16162.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16184.464844 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -16184.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16204.757812 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -16204.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16209.413086 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -16209.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16210.515625 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -16210.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16212.981445 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -16212.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16214.061523 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -16214.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16214.061523 Penalty: 515.012878
	Iteration 13F: 3 clusters Score -16214.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288612.000000 Penalty: 37422.929688
Splitting cluster 46 changes total score from -53291128.000000 to -53288612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 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 735 members 
Entering Unmasked Estep 
Score: -91209.046875 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91209.05 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91699.945312 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91699.95 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -91900.578125 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91900.58 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92036.710938 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -92036.71 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -92151.554688 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -92151.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -92242.117188 Penalty: 661.661743
	Iteration 5F: 3 clusters Score -92242.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -92290.242188 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -92290.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -92320.531250 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92320.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -92332.546875 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92332.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -92340.882812 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92340.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -92345.960938 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92345.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -92348.632812 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92348.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -92349.000000 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -92349.000000 Penalty: 661.661743
	Iteration 13F: 3 clusters Score -92349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1078 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288640.000000 Penalty: 37422.929688
Splitting cluster 47 changes total score from -53291128.000000 to -53288640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -479443.437500 Penalty: 407.957581
	Iteration 0F: 2 clusters Score -479443.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -474310.250000 Penalty: 815.915161
	Iteration 0F: 3 clusters Score -474310.2 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -476519.281250 Penalty: 815.915161
	Iteration 1F: 3 clusters Score -476519.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -476964.343750 Penalty: 815.915161
	Iteration 2F: 3 clusters Score -476964.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -477582.968750 Penalty: 815.915161
	Iteration 3F: 3 clusters Score -477583 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -478258.718750 Penalty: 815.915161
	Iteration 4F: 3 clusters Score -478258.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -478879.625000 Penalty: 815.915161
	Iteration 5F: 3 clusters Score -478879.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -479272.656250 Penalty: 815.915161
	Iteration 6Q: 3 clusters Score -479272.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -479409.031250 Penalty: 815.915161
	Iteration 7Q: 3 clusters Score -479409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -479448.218750 Penalty: 815.915161
	Iteration 8Q: 3 clusters Score -479448.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -479462.906250 Penalty: 815.915161
	Iteration 9Q: 3 clusters Score -479462.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -479473.312500 Penalty: 815.915161
	Iteration 10Q: 3 clusters Score -479473.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -479478.968750 Penalty: 815.915161
	Iteration 11Q: 3 clusters Score -479479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -479482.593750 Penalty: 815.915161
	Iteration 12Q: 3 clusters Score -479482.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -479484.968750 Penalty: 815.915161
	Iteration 13Q: 3 clusters Score -479485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -479485.750000 Penalty: 815.915161
	Iteration 14Q: 3 clusters Score -479485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -479486.562500 Penalty: 815.915161
	Iteration 15Q: 3 clusters Score -479486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -479486.312500 Penalty: 815.915161
	Iteration 16Q: 3 clusters Score -479486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -479487.156250 Penalty: 815.915161
	Iteration 17Q: 3 clusters Score -479487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -479486.812500 Penalty: 815.915161
	Iteration 18Q: 3 clusters Score -479486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -479486.812500 Penalty: 815.915161
	Iteration 19F: 3 clusters Score -479486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 1317 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 6516 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288720.000000 Penalty: 37422.929688
Splitting cluster 48 changes total score from -53291128.000000 to -53288720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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 65 members 
Entering Unmasked Estep 
Score: -7549.393555 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7549.394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7634.847656 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7634.848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7646.909180 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7646.909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7654.919434 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7654.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7654.919434 Penalty: 452.882751
	Iteration 4F: 3 clusters Score -7654.919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 84 members 
Entering Unmasked Estep 
Score: -9559.762695 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9559.763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9721.250977 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9721.251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9934.513672 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9934.514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9950.638672 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -9950.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9955.551758 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -9955.552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9955.551758 Penalty: 466.280701
	Iteration 5F: 3 clusters Score -9955.552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 126 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 42 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288660.000000 Penalty: 37422.929688
Splitting cluster 50 changes total score from -53291128.000000 to -53288660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9191.981 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 90 members 
Entering Unmasked Estep 
Score: -8940.790039 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8940.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9127.293945 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -9127.294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9305.992188 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -9305.992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9574.344727 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -9574.345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9786.853516 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -9786.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9786.853516 Penalty: 474.063232
	Iteration 5F: 3 clusters Score -9786.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 65 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 118 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289088.000000 Penalty: 37422.929688
Splitting cluster 51 changes total score from -53291128.000000 to -53289088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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 147 members 
Entering Unmasked Estep 
Score: -16209.841797 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16209.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16305.686523 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16305.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16347.203125 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16347.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16380.477539 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -16380.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16426.621094 Penalty: 507.066010
	Iteration 4F: 3 clusters Score -16426.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16456.113281 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16456.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16458.050781 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16458.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16464.664062 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16464.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16469.226562 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16469.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16474.441406 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16474.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16474.441406 Penalty: 507.066010
	Iteration 10F: 3 clusters Score -16474.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -18361.724609 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -18361.72 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 204 members 
Entering Unmasked Estep 
Score: -17955.390625 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -17955.39 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18206.390625 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -18206.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18402.433594 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -18402.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18469.355469 Penalty: 539.350281
	Iteration 3F: 3 clusters Score -18469.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18509.232422 Penalty: 539.350281
	Iteration 4F: 3 clusters Score -18509.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18540.843750 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -18540.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18589.781250 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -18589.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18601.351562 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -18601.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18606.103516 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -18606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18609.851562 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -18609.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18610.669922 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -18610.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18611.308594 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -18611.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18611.900391 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -18611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18611.900391 Penalty: 539.350281
	Iteration 13F: 3 clusters Score -18611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 167 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 208 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288808.000000 Penalty: 37422.929688
Splitting cluster 53 changes total score from -53291128.000000 to -53288808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -91816.445312 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91816.45 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92351.914062 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92351.91 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -92512.671875 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92512.67 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92632.210938 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92632.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92704.523438 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92704.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92747.476562 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -92747.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -92794.796875 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92794.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92810.664062 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92810.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92818.781250 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92818.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92827.179688 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92827.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92842.367188 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92842.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92860.250000 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92860.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92870.210938 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92870.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92876.070312 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92876.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92878.414062 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92878.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -92883.695312 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92888.914062 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92888.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92891.210938 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92891.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -92893.476562 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92893.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92890.906250 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -92890.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -92895.804688 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -92895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -92898.554688 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -92898.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -92903.882812 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -92903.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -92906.187500 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -92906.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -92905.890625 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -92905.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -92906.734375 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -92906.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -92908.453125 Penalty: 665.077393
	Iteration 26Q: 3 clusters Score -92908.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -92908.453125 Penalty: 665.077393
	Iteration 27F: 3 clusters Score -92908.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1266 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 227 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288680.000000 Penalty: 37422.929688
Splitting cluster 54 changes total score from -53291128.000000 to -53288680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -7437.263184 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -7437.263 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 85 members 
Entering Unmasked Estep 
Score: -7179.882324 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -7179.882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7283.266113 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -7283.266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7336.840820 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -7336.841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7372.768555 Penalty: 466.820770
	Iteration 3F: 3 clusters Score -7372.769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7398.816406 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -7398.816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7424.083496 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -7424.083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7461.716309 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -7461.716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7471.282227 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -7471.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7472.429688 Penalty: 466.820770
	Iteration 8Q: 3 clusters Score -7472.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7472.429688 Penalty: 466.820770
	Iteration 9F: 3 clusters Score -7472.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 89 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288556.000000 Penalty: 37422.929688
Splitting cluster 55 changes total score from -53291128.000000 to -53288556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21989.845703 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21989.85 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 196 members 
Entering Unmasked Estep 
Score: -21589.080078 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -21589.08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21731.753906 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21731.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21808.535156 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21808.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21866.871094 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -21866.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21896.281250 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -21896.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21904.537109 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -21904.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21907.544922 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -21907.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21907.658203 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -21907.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21907.658203 Penalty: 538.128784
	Iteration 8F: 3 clusters Score -21907.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -32974.164062 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -32974.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32480.923828 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -32480.92 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32623.392578 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -32623.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32662.097656 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -32662.1 nChanged 21
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: -32688.486328 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -32688.49 nChanged 16
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: -32703.802734 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -32703.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32726.431641 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32726.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32763.505859 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32763.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32785.015625 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32785.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32794.335938 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32794.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32801.734375 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32801.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32804.519531 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32804.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32805.578125 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -32805.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32810.191406 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -32810.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32814.742188 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -32814.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32818.367188 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -32818.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32821.378906 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -32821.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32822.476562 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -32822.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32824.253906 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -32824.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32824.253906 Penalty: 569.098450
	Iteration 18F: 3 clusters Score -32824.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -14890.679688 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14890.68 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: -14602.287109 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -14602.29 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14873.831055 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14873.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14931.149414 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14931.15 nChanged 18
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: -14959.908203 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -14959.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14980.839844 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -14980.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14999.986328 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14999.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15021.875000 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -15021.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15032.929688 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -15032.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15041.256836 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -15041.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15051.830078 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -15051.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15056.482422 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -15056.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15056.482422 Penalty: 511.785614
	Iteration 11F: 3 clusters Score -15056.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 232 members 
Mstep: Class 59 contains 45 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53288668.000000 Penalty: 37422.929688
Splitting cluster 59 changes total score from -53291128.000000 to -53288668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 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 383 members 
Entering Unmasked Estep 
Score: -50470.058594 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50470.06 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50653.707031 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50653.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50699.718750 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50699.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50727.574219 Penalty: 605.762085
	Iteration 3Q: 3 clusters Score -50727.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50763.328125 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50763.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50815.273438 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50815.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50864.554688 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50864.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50908.976562 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50908.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -50952.800781 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50952.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -50987.632812 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -50987.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51001.367188 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -51001.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -51005.363281 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -51005.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51009.191406 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -51009.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -51015.773438 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -51015.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51019.761719 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -51019.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51024.937500 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -51024.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51026.683594 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -51026.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51028.738281 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -51028.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51032.089844 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -51032.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51037.027344 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -51037.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51040.875000 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -51040.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -51045.285156 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -51045.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51057.621094 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -51057.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51070.652344 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -51070.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51080.820312 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -51080.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51084.062500 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -51084.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51084.218750 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -51084.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -51084.707031 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -51084.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -51084.707031 Penalty: 605.762085
	Iteration 28F: 3 clusters Score -51084.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94252 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 91409 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 80899 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 79879 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 95015 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7833 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290400.000000 Penalty: 36799.214844
Iteration 239Q: 60 clusters Score -5.32904e+07 nChanged 13665
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 93626 members 
Mstep: Class 6 contains 77625 members 
Mstep: Class 7 contains 90327 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79463 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87226 members 
Mstep: Class 12 contains 1226 members 
Mstep: Class 13 contains 81580 members 
Mstep: Class 14 contains 81150 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4940 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 18 contains 81384 members 
Mstep: Class 19 contains 863 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 95678 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 62317 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2823 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 226 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4370 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7834 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291176.000000 Penalty: 36799.214844
Iteration 240F: 60 clusters Score -5.329118e+07 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 92990 members 
Mstep: Class 6 contains 77612 members 
Mstep: Class 7 contains 91099 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80014 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87466 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 81892 members 
Mstep: Class 14 contains 80826 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4780 members 
Mstep: Class 17 contains 20212 members 
Mstep: Class 18 contains 82862 members 
Mstep: Class 19 contains 820 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 96235 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 59449 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2833 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4370 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7799 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 169 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289592.000000 Penalty: 36799.214844
Iteration 241Q: 60 clusters Score -5.328959e+07 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 92429 members 
Mstep: Class 6 contains 77764 members 
Mstep: Class 7 contains 91573 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80607 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87889 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 82386 members 
Mstep: Class 14 contains 80638 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4608 members 
Mstep: Class 17 contains 20385 members 
Mstep: Class 18 contains 84488 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 96645 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 56099 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 228 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4362 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7743 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 171 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288292.000000 Penalty: 36799.214844
Iteration 242Q: 60 clusters Score -5.328829e+07 nChanged 15914
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 91794 members 
Mstep: Class 6 contains 78015 members 
Mstep: Class 7 contains 91863 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81269 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88313 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 82978 members 
Mstep: Class 14 contains 80479 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 20652 members 
Mstep: Class 18 contains 86230 members 
Mstep: Class 19 contains 758 members 
Mstep: Class 20 contains 1753 members 
Mstep: Class 21 contains 97030 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 52495 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2850 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4355 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7687 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 171 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286692.000000 Penalty: 36799.214844
Iteration 243Q: 60 clusters Score -5.328669e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 91236 members 
Mstep: Class 6 contains 78421 members 
Mstep: Class 7 contains 91989 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81845 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88795 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 83561 members 
Mstep: Class 14 contains 80247 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 21008 members 
Mstep: Class 18 contains 88010 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 97436 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 48760 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2862 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4352 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7596 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 170 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285032.000000 Penalty: 36799.214844
Iteration 244Q: 60 clusters Score -5.328503e+07 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 90755 members 
Mstep: Class 6 contains 78974 members 
Mstep: Class 7 contains 91979 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82322 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89312 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 84042 members 
Mstep: Class 14 contains 80083 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4242 members 
Mstep: Class 17 contains 21409 members 
Mstep: Class 18 contains 89764 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 97811 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 45105 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7467 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 172 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283536.000000 Penalty: 36799.214844
Iteration 245Q: 60 clusters Score -5.328354e+07 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 90359 members 
Mstep: Class 6 contains 79543 members 
Mstep: Class 7 contains 91852 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82707 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89725 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 13 contains 84456 members 
Mstep: Class 14 contains 79828 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 21844 members 
Mstep: Class 18 contains 91526 members 
Mstep: Class 19 contains 708 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 98218 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 41708 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4353 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7354 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282284.000000 Penalty: 36799.214844
Iteration 246Q: 60 clusters Score -5.328228e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 90041 members 
Mstep: Class 6 contains 80092 members 
Mstep: Class 7 contains 91773 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83097 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90093 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 84745 members 
Mstep: Class 14 contains 79399 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4094 members 
Mstep: Class 17 contains 22307 members 
Mstep: Class 18 contains 93182 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 20 contains 1590 members 
Mstep: Class 21 contains 98833 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 38434 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2794 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4380 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7224 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281848.000000 Penalty: 36799.214844
Iteration 247Q: 60 clusters Score -5.328185e+07 nChanged 14920
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89809 members 
Mstep: Class 6 contains 80745 members 
Mstep: Class 7 contains 91709 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83538 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90386 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 84854 members 
Mstep: Class 14 contains 78973 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 17 contains 22745 members 
Mstep: Class 18 contains 94775 members 
Mstep: Class 19 contains 694 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 99378 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 35350 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2693 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4412 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7114 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282068.000000 Penalty: 36799.214844
Iteration 248Q: 60 clusters Score -5.328207e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89765 members 
Mstep: Class 6 contains 81351 members 
Mstep: Class 7 contains 91513 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83943 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90559 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 84771 members 
Mstep: Class 14 contains 78648 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 23143 members 
Mstep: Class 18 contains 96194 members 
Mstep: Class 19 contains 694 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 99921 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 32696 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2546 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4447 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6990 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281892.000000 Penalty: 36799.214844
Iteration 249Q: 60 clusters Score -5.328189e+07 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89846 members 
Mstep: Class 6 contains 81967 members 
Mstep: Class 7 contains 91213 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84335 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90658 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 84546 members 
Mstep: Class 14 contains 78506 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 23489 members 
Mstep: Class 18 contains 97436 members 
Mstep: Class 19 contains 692 members 
Mstep: Class 20 contains 1607 members 
Mstep: Class 21 contains 100360 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 30397 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2396 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4483 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6888 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282196.000000 Penalty: 36799.214844
Iteration 250Q: 60 clusters Score -5.32822e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 89995 members 
Mstep: Class 6 contains 82526 members 
Mstep: Class 7 contains 90815 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84657 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90633 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 84203 members 
Mstep: Class 14 contains 78743 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 23781 members 
Mstep: Class 18 contains 98316 members 
Mstep: Class 19 contains 698 members 
Mstep: Class 20 contains 1603 members 
Mstep: Class 21 contains 100805 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 28508 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2247 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4522 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6773 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282392.000000 Penalty: 36799.214844
Iteration 251Q: 60 clusters Score -5.328239e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 90280 members 
Mstep: Class 6 contains 83009 members 
Mstep: Class 7 contains 90366 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84894 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90545 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 83789 members 
Mstep: Class 14 contains 79408 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 24043 members 
Mstep: Class 18 contains 98868 members 
Mstep: Class 19 contains 706 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 101072 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 26899 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2135 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 146 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4564 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6645 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282196.000000 Penalty: 36799.214844
Iteration 252Q: 60 clusters Score -5.32822e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 90637 members 
Mstep: Class 6 contains 83456 members 
Mstep: Class 7 contains 90071 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84916 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90464 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 83371 members 
Mstep: Class 14 contains 80341 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 24243 members 
Mstep: Class 18 contains 99170 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 1593 members 
Mstep: Class 21 contains 101159 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 25513 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2056 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4623 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6512 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283172.000000 Penalty: 36799.214844
Iteration 253Q: 60 clusters Score -5.328317e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 91108 members 
Mstep: Class 6 contains 83749 members 
Mstep: Class 7 contains 89868 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84824 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90427 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 82948 members 
Mstep: Class 14 contains 81432 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 24386 members 
Mstep: Class 18 contains 99278 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 101180 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 24276 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4665 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6391 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283732.000000 Penalty: 36799.214844
Iteration 254Q: 60 clusters Score -5.328373e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 91629 members 
Mstep: Class 6 contains 84033 members 
Mstep: Class 7 contains 89847 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84458 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90399 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 82730 members 
Mstep: Class 14 contains 82509 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 24520 members 
Mstep: Class 18 contains 99236 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 1576 members 
Mstep: Class 21 contains 101115 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 23124 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1966 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4696 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6291 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283924.000000 Penalty: 36799.214844
Iteration 255Q: 60 clusters Score -5.328392e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 92206 members 
Mstep: Class 6 contains 84292 members 
Mstep: Class 7 contains 89777 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83961 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90418 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 82552 members 
Mstep: Class 14 contains 83643 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 24662 members 
Mstep: Class 18 contains 99053 members 
Mstep: Class 19 contains 730 members 
Mstep: Class 20 contains 1557 members 
Mstep: Class 21 contains 100927 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 22154 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1943 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4723 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6214 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283936.000000 Penalty: 36799.214844
Iteration 256Q: 60 clusters Score -5.328394e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 92830 members 
Mstep: Class 6 contains 84570 members 
Mstep: Class 7 contains 89757 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83258 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90551 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 82451 members 
Mstep: Class 14 contains 84777 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 98733 members 
Mstep: Class 19 contains 726 members 
Mstep: Class 20 contains 1538 members 
Mstep: Class 21 contains 100707 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 21192 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1923 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4748 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6175 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283912.000000 Penalty: 36799.214844
Iteration 257Q: 60 clusters Score -5.328391e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 93451 members 
Mstep: Class 6 contains 84857 members 
Mstep: Class 7 contains 89889 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82414 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90727 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 82488 members 
Mstep: Class 14 contains 85777 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 25020 members 
Mstep: Class 18 contains 98345 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1524 members 
Mstep: Class 21 contains 100382 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 20270 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 145 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4772 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6151 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284136.000000 Penalty: 36799.214844
Iteration 258Q: 60 clusters Score -5.328414e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94067 members 
Mstep: Class 6 contains 85144 members 
Mstep: Class 7 contains 90034 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81568 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90972 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 82610 members 
Mstep: Class 14 contains 86557 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3557 members 
Mstep: Class 17 contains 25252 members 
Mstep: Class 18 contains 97956 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 99964 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 19429 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1878 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4812 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6160 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283992.000000 Penalty: 36799.214844
Iteration 259Q: 60 clusters Score -5.328399e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 94704 members 
Mstep: Class 6 contains 85533 members 
Mstep: Class 7 contains 90201 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80650 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91251 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 82818 members 
Mstep: Class 14 contains 87137 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 25456 members 
Mstep: Class 18 contains 97508 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 99604 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 18610 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1855 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4841 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6202 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284616.000000 Penalty: 36799.214844
Iteration 260F: 60 clusters Score -5.328462e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 95372 members 
Mstep: Class 6 contains 85958 members 
Mstep: Class 7 contains 90826 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79637 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91470 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 83067 members 
Mstep: Class 14 contains 87593 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 25665 members 
Mstep: Class 18 contains 97090 members 
Mstep: Class 19 contains 719 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 99336 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 17224 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1823 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4863 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6285 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284120.000000 Penalty: 36799.214844
Iteration 261Q: 60 clusters Score -5.328412e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 96011 members 
Mstep: Class 6 contains 86491 members 
Mstep: Class 7 contains 91403 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78615 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91656 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 83361 members 
Mstep: Class 14 contains 87840 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 17 contains 25915 members 
Mstep: Class 18 contains 96702 members 
Mstep: Class 19 contains 717 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 99070 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 15899 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1797 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 143 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4891 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6381 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283516.000000 Penalty: 36799.214844
Iteration 262Q: 60 clusters Score -5.328352e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 96674 members 
Mstep: Class 6 contains 87083 members 
Mstep: Class 7 contains 91761 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77756 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91789 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 83666 members 
Mstep: Class 14 contains 87949 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 26171 members 
Mstep: Class 18 contains 96293 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 98838 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 14726 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4905 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6481 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283120.000000 Penalty: 36799.214844
Iteration 263Q: 60 clusters Score -5.328312e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97357 members 
Mstep: Class 6 contains 87672 members 
Mstep: Class 7 contains 91938 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77140 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91799 members 
Mstep: Class 12 contains 1330 members 
Mstep: Class 13 contains 83922 members 
Mstep: Class 14 contains 87836 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 26449 members 
Mstep: Class 18 contains 95874 members 
Mstep: Class 19 contains 715 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 98667 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 13681 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4931 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283460.000000 Penalty: 36799.214844
Iteration 264Q: 60 clusters Score -5.328346e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 97976 members 
Mstep: Class 6 contains 88242 members 
Mstep: Class 7 contains 92106 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76689 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91661 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 84129 members 
Mstep: Class 14 contains 87556 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 26782 members 
Mstep: Class 18 contains 95484 members 
Mstep: Class 19 contains 718 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 98584 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 12734 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 143 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4941 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6755 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283352.000000 Penalty: 36799.214844
Iteration 265Q: 60 clusters Score -5.328335e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 98600 members 
Mstep: Class 6 contains 88758 members 
Mstep: Class 7 contains 92280 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76367 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91487 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 84304 members 
Mstep: Class 14 contains 87274 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 27127 members 
Mstep: Class 18 contains 95114 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 1289 members 
Mstep: Class 21 contains 98489 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 11813 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1699 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 143 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4934 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6894 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283396.000000 Penalty: 36799.214844
Iteration 266Q: 60 clusters Score -5.32834e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99195 members 
Mstep: Class 6 contains 89265 members 
Mstep: Class 7 contains 92276 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 91235 members 
Mstep: Class 12 contains 1363 members 
Mstep: Class 13 contains 84448 members 
Mstep: Class 14 contains 86994 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3794 members 
Mstep: Class 17 contains 27497 members 
Mstep: Class 18 contains 94769 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 1269 members 
Mstep: Class 21 contains 98403 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 10997 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1664 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 143 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4945 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7016 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283448.000000 Penalty: 36799.214844
Iteration 267Q: 60 clusters Score -5.328345e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 99865 members 
Mstep: Class 6 contains 89724 members 
Mstep: Class 7 contains 92237 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90846 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 84567 members 
Mstep: Class 14 contains 86659 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 27846 members 
Mstep: Class 18 contains 94441 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 98343 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 10222 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1632 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 143 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4949 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7137 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283716.000000 Penalty: 36799.214844
Iteration 268Q: 60 clusters Score -5.328372e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100532 members 
Mstep: Class 6 contains 90155 members 
Mstep: Class 7 contains 92078 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76409 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90382 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 84636 members 
Mstep: Class 14 contains 86379 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 28224 members 
Mstep: Class 18 contains 94081 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 98296 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1598 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4960 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7234 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284044.000000 Penalty: 36799.214844
Iteration 269Q: 60 clusters Score -5.328404e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101174 members 
Mstep: Class 6 contains 90533 members 
Mstep: Class 7 contains 91919 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 76686 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89885 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 84676 members 
Mstep: Class 14 contains 86187 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 28594 members 
Mstep: Class 18 contains 93737 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 98176 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 8868 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4955 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7334 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284408.000000 Penalty: 36799.214844
Iteration 270Q: 60 clusters Score -5.328441e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101789 members 
Mstep: Class 6 contains 90843 members 
Mstep: Class 7 contains 91869 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77022 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89391 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 84729 members 
Mstep: Class 14 contains 85964 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 28919 members 
Mstep: Class 18 contains 93371 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 98039 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4926 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7414 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284792.000000 Penalty: 36799.214844
Iteration 271Q: 60 clusters Score -5.328479e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 102369 members 
Mstep: Class 6 contains 91087 members 
Mstep: Class 7 contains 91795 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77365 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88937 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 84788 members 
Mstep: Class 14 contains 85822 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 29264 members 
Mstep: Class 18 contains 92972 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 97906 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1538 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4877 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7487 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285216.000000 Penalty: 36799.214844
Iteration 272Q: 60 clusters Score -5.328522e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 102923 members 
Mstep: Class 6 contains 91253 members 
Mstep: Class 7 contains 91690 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 77736 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88536 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 84814 members 
Mstep: Class 14 contains 85756 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 29593 members 
Mstep: Class 18 contains 92630 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 97729 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 7166 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4838 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7559 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285968.000000 Penalty: 36799.214844
Iteration 273Q: 60 clusters Score -5.328597e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103428 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 91607 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78027 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88185 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 84862 members 
Mstep: Class 14 contains 85779 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 29945 members 
Mstep: Class 18 contains 92288 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 1157 members 
Mstep: Class 21 contains 97520 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 6637 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4785 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7618 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286140.000000 Penalty: 36799.214844
Iteration 274Q: 60 clusters Score -5.328614e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103852 members 
Mstep: Class 6 contains 91499 members 
Mstep: Class 7 contains 91585 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78320 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87987 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 84870 members 
Mstep: Class 14 contains 85692 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3927 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 91916 members 
Mstep: Class 19 contains 734 members 
Mstep: Class 20 contains 1143 members 
Mstep: Class 21 contains 97388 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 6138 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4744 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7668 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286336.000000 Penalty: 36799.214844
Iteration 275Q: 60 clusters Score -5.328634e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104247 members 
Mstep: Class 6 contains 91585 members 
Mstep: Class 7 contains 91508 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78606 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87899 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 84880 members 
Mstep: Class 14 contains 85615 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 30691 members 
Mstep: Class 18 contains 91527 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 97224 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 5676 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4688 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7710 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286776.000000 Penalty: 36799.214844
Iteration 276Q: 60 clusters Score -5.328678e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104588 members 
Mstep: Class 6 contains 91645 members 
Mstep: Class 7 contains 91414 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 78924 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87878 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 84863 members 
Mstep: Class 14 contains 85521 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 31063 members 
Mstep: Class 18 contains 91127 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 97102 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 5269 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4629 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7732 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286716.000000 Penalty: 36799.214844
Iteration 277Q: 60 clusters Score -5.328672e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104924 members 
Mstep: Class 6 contains 91668 members 
Mstep: Class 7 contains 91303 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79219 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87849 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 84871 members 
Mstep: Class 14 contains 85464 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 90691 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 97016 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4902 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4587 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7744 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286988.000000 Penalty: 36799.214844
Iteration 278Q: 60 clusters Score -5.328699e+07 nChanged 4602
Entering ConstructFrom: 
Score: -53286988.000000 Penalty: 36799.214844
Entering ConstructFrom: 
Trying to split cluster 1 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -407028.281250 Penalty: 397.415161
	Iteration 0F: 2 clusters Score -407028.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -402784.937500 Penalty: 794.830322
	Iteration 0F: 3 clusters Score -402784.9 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -404517.093750 Penalty: 794.830322
	Iteration 1F: 3 clusters Score -404517.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -404629.906250 Penalty: 794.830322
	Iteration 2F: 3 clusters Score -404629.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -404754.437500 Penalty: 794.830322
	Iteration 3Q: 3 clusters Score -404754.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -404887.656250 Penalty: 794.830322
	Iteration 4Q: 3 clusters Score -404887.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -405054.000000 Penalty: 794.830322
	Iteration 5Q: 3 clusters Score -405054 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -405318.968750 Penalty: 794.830322
	Iteration 6F: 3 clusters Score -405319 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -405654.187500 Penalty: 794.830322
	Iteration 7F: 3 clusters Score -405654.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -405914.968750 Penalty: 794.830322
	Iteration 8F: 3 clusters Score -405915 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -406052.406250 Penalty: 794.830322
	Iteration 9Q: 3 clusters Score -406052.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -406127.968750 Penalty: 794.830322
	Iteration 10Q: 3 clusters Score -406128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -406185.156250 Penalty: 794.830322
	Iteration 11Q: 3 clusters Score -406185.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -406228.812500 Penalty: 794.830322
	Iteration 12Q: 3 clusters Score -406228.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -406255.125000 Penalty: 794.830322
	Iteration 13Q: 3 clusters Score -406255.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -406275.062500 Penalty: 794.830322
	Iteration 14Q: 3 clusters Score -406275.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -406285.656250 Penalty: 794.830322
	Iteration 15Q: 3 clusters Score -406285.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -406291.656250 Penalty: 794.830322
	Iteration 16Q: 3 clusters Score -406291.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -406297.500000 Penalty: 794.830322
	Iteration 17Q: 3 clusters Score -406297.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -406303.531250 Penalty: 794.830322
	Iteration 18Q: 3 clusters Score -406303.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -406309.656250 Penalty: 794.830322
	Iteration 19Q: 3 clusters Score -406309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -406314.937500 Penalty: 794.830322
	Iteration 20F: 3 clusters Score -406314.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -406320.093750 Penalty: 794.830322
	Iteration 21Q: 3 clusters Score -406320.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -406326.406250 Penalty: 794.830322
	Iteration 22Q: 3 clusters Score -406326.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -406337.437500 Penalty: 794.830322
	Iteration 23Q: 3 clusters Score -406337.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -406343.718750 Penalty: 794.830322
	Iteration 24Q: 3 clusters Score -406343.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -406348.531250 Penalty: 794.830322
	Iteration 25Q: 3 clusters Score -406348.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -406353.093750 Penalty: 794.830322
	Iteration 26Q: 3 clusters Score -406353.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -406361.312500 Penalty: 794.830322
	Iteration 27Q: 3 clusters Score -406361.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -406371.343750 Penalty: 794.830322
	Iteration 28Q: 3 clusters Score -406371.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -406383.093750 Penalty: 794.830322
	Iteration 29Q: 3 clusters Score -406383.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -406391.531250 Penalty: 794.830322
	Iteration 30Q: 3 clusters Score -406391.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -406398.062500 Penalty: 794.830322
	Iteration 31Q: 3 clusters Score -406398.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -406404.937500 Penalty: 794.830322
	Iteration 32Q: 3 clusters Score -406404.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -406409.468750 Penalty: 794.830322
	Iteration 33Q: 3 clusters Score -406409.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -406414.125000 Penalty: 794.830322
	Iteration 34Q: 3 clusters Score -406414.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -406417.843750 Penalty: 794.830322
	Iteration 35Q: 3 clusters Score -406417.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -406419.687500 Penalty: 794.830322
	Iteration 36Q: 3 clusters Score -406419.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -406421.812500 Penalty: 794.830322
	Iteration 37Q: 3 clusters Score -406421.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -406427.468750 Penalty: 794.830322
	Iteration 38Q: 3 clusters Score -406427.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -406430.437500 Penalty: 794.830322
	Iteration 39Q: 3 clusters Score -406430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -406431.562500 Penalty: 794.830322
	Iteration 40F: 3 clusters Score -406431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -406432.687500 Penalty: 794.830322
	Iteration 41Q: 3 clusters Score -406432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -406434.718750 Penalty: 794.830322
	Iteration 42Q: 3 clusters Score -406434.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -406434.968750 Penalty: 794.830322
	Iteration 43Q: 3 clusters Score -406435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -406437.937500 Penalty: 794.830322
	Iteration 44Q: 3 clusters Score -406437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -406439.406250 Penalty: 794.830322
	Iteration 45Q: 3 clusters Score -406439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -406440.750000 Penalty: 794.830322
	Iteration 46Q: 3 clusters Score -406440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -406442.562500 Penalty: 794.830322
	Iteration 47Q: 3 clusters Score -406442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -406443.375000 Penalty: 794.830322
	Iteration 48Q: 3 clusters Score -406443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -406442.437500 Penalty: 794.830322
	Iteration 49Q: 3 clusters Score -406442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -406445.062500 Penalty: 794.830322
	Iteration 50Q: 3 clusters Score -406445.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -406445.031250 Penalty: 794.830322
	Iteration 51Q: 3 clusters Score -406445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -406447.437500 Penalty: 794.830322
	Iteration 52Q: 3 clusters Score -406447.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -406450.843750 Penalty: 794.830322
	Iteration 53Q: 3 clusters Score -406450.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -406453.343750 Penalty: 794.830322
	Iteration 54Q: 3 clusters Score -406453.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -406456.406250 Penalty: 794.830322
	Iteration 55Q: 3 clusters Score -406456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -406460.343750 Penalty: 794.830322
	Iteration 56Q: 3 clusters Score -406460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -406461.843750 Penalty: 794.830322
	Iteration 57Q: 3 clusters Score -406461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -406463.312500 Penalty: 794.830322
	Iteration 58Q: 3 clusters Score -406463.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -406467.812500 Penalty: 794.830322
	Iteration 59Q: 3 clusters Score -406467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -406470.031250 Penalty: 794.830322
	Iteration 60F: 3 clusters Score -406470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -406472.250000 Penalty: 794.830322
	Iteration 61Q: 3 clusters Score -406472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -406476.406250 Penalty: 794.830322
	Iteration 62Q: 3 clusters Score -406476.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -406481.031250 Penalty: 794.830322
	Iteration 63Q: 3 clusters Score -406481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -406487.062500 Penalty: 794.830322
	Iteration 64Q: 3 clusters Score -406487.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -406493.625000 Penalty: 794.830322
	Iteration 65Q: 3 clusters Score -406493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -406497.687500 Penalty: 794.830322
	Iteration 66Q: 3 clusters Score -406497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -406500.125000 Penalty: 794.830322
	Iteration 67Q: 3 clusters Score -406500.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -406503.781250 Penalty: 794.830322
	Iteration 68Q: 3 clusters Score -406503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -406506.875000 Penalty: 794.830322
	Iteration 69Q: 3 clusters Score -406506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -406508.406250 Penalty: 794.830322
	Iteration 70Q: 3 clusters Score -406508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -406510.062500 Penalty: 794.830322
	Iteration 71Q: 3 clusters Score -406510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -406512.468750 Penalty: 794.830322
	Iteration 72Q: 3 clusters Score -406512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -406515.281250 Penalty: 794.830322
	Iteration 73Q: 3 clusters Score -406515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -406517.687500 Penalty: 794.830322
	Iteration 74Q: 3 clusters Score -406517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -406517.843750 Penalty: 794.830322
	Iteration 75Q: 3 clusters Score -406517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -406517.968750 Penalty: 794.830322
	Iteration 76Q: 3 clusters Score -406518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -406518.687500 Penalty: 794.830322
	Iteration 77Q: 3 clusters Score -406518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -406519.593750 Penalty: 794.830322
	Iteration 78Q: 3 clusters Score -406519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -406519.656250 Penalty: 794.830322
	Iteration 79Q: 3 clusters Score -406519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -406520.906250 Penalty: 794.830322
	Iteration 80F: 3 clusters Score -406520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -406521.625000 Penalty: 794.830322
	Iteration 81Q: 3 clusters Score -406521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -406522.031250 Penalty: 794.830322
	Iteration 82Q: 3 clusters Score -406522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -406522.031250 Penalty: 794.830322
	Iteration 83F: 3 clusters Score -406522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -8388.916992 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -8388.917 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 179 members 
Entering Unmasked Estep 
Score: -8050.115234 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -8050.115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8294.052734 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -8294.053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8374.795898 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -8374.796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8432.892578 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -8432.893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8457.358398 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -8457.358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8464.450195 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -8464.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8464.759766 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -8464.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8464.759766 Penalty: 543.152405
	Iteration 7F: 3 clusters Score -8464.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 291 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 100 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286484.000000 Penalty: 37422.929688
Splitting cluster 2 changes total score from -53286988.000000 to -53286484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -73790.625000 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73790.62 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74079.226562 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74079.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74149.875000 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74149.88 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74269.562500 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -74269.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74398.132812 Penalty: 641.797607
	Iteration 4F: 3 clusters Score -74398.13 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74560.210938 Penalty: 641.797607
	Iteration 5F: 3 clusters Score -74560.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74704.578125 Penalty: 641.797607
	Iteration 6F: 3 clusters Score -74704.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -74750.593750 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -74750.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74760.187500 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74760.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74764.226562 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74764.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74766.773438 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74766.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74767.929688 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74767.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74768.609375 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74768.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74769.054688 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74769.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -74769.367188 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74769.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -74769.414062 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74769.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -74769.601562 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -74769.601562 Penalty: 641.797607
	Iteration 17F: 3 clusters Score -74769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286592.000000 Penalty: 37422.929688
Splitting cluster 3 changes total score from -53286988.000000 to -53286592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26202.804688 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26202.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26350.117188 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26350.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26408.822266 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26408.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26442.548828 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -26442.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26465.197266 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26487.753906 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26487.75 nChanged 12
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: -26504.648438 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26504.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26516.808594 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26516.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26521.734375 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26521.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26525.328125 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26525.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26527.687500 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26527.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26530.988281 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26530.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26538.939453 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -26538.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26552.837891 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -26552.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26566.609375 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -26566.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26571.152344 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -26571.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26572.884766 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -26572.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26574.353516 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -26574.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26574.353516 Penalty: 550.310913
	Iteration 18F: 3 clusters Score -26574.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Entering Unmasked Estep 
Score: -6447857.500000 Penalty: 526.155457
	Iteration 0F: 2 clusters Score -6447858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -6378286.500000 Penalty: 1052.310913
	Iteration 0F: 3 clusters Score -6378286 nChanged 51458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -6409714.000000 Penalty: 1052.310913
	Iteration 1F: 3 clusters Score -6409714 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6410787.000000 Penalty: 1052.310913
	Iteration 2Q: 3 clusters Score -6410787 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6412367.500000 Penalty: 1052.310913
	Iteration 3Q: 3 clusters Score -6412368 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6415193.500000 Penalty: 1052.310913
	Iteration 4F: 3 clusters Score -6415194 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -6419703.500000 Penalty: 1052.310913
	Iteration 5F: 3 clusters Score -6419704 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6426152.500000 Penalty: 1052.310913
	Iteration 6F: 3 clusters Score -6426152 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6432896.000000 Penalty: 1052.310913
	Iteration 7F: 3 clusters Score -6432896 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -6437545.500000 Penalty: 1052.310913
	Iteration 8F: 3 clusters Score -6437546 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6440355.000000 Penalty: 1052.310913
	Iteration 9Q: 3 clusters Score -6440355 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6442197.000000 Penalty: 1052.310913
	Iteration 10Q: 3 clusters Score -6442197 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6443591.000000 Penalty: 1052.310913
	Iteration 11Q: 3 clusters Score -6443591 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -6444670.000000 Penalty: 1052.310913
	Iteration 12Q: 3 clusters Score -6444670 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6445527.000000 Penalty: 1052.310913
	Iteration 13Q: 3 clusters Score -6445527 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6446213.000000 Penalty: 1052.310913
	Iteration 14Q: 3 clusters Score -6446213 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6446643.000000 Penalty: 1052.310913
	Iteration 15Q: 3 clusters Score -6446643 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6446951.500000 Penalty: 1052.310913
	Iteration 16Q: 3 clusters Score -6446952 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6447141.000000 Penalty: 1052.310913
	Iteration 17Q: 3 clusters Score -6447141 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6447253.500000 Penalty: 1052.310913
	Iteration 18Q: 3 clusters Score -6447254 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104973 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6447314.000000 Penalty: 1052.310913
	Iteration 19Q: 3 clusters Score -6447314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6447351.500000 Penalty: 1052.310913
	Iteration 20F: 3 clusters Score -6447352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6447367.500000 Penalty: 1052.310913
	Iteration 21Q: 3 clusters Score -6447368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6447373.500000 Penalty: 1052.310913
	Iteration 22Q: 3 clusters Score -6447374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6447381.500000 Penalty: 1052.310913
	Iteration 23Q: 3 clusters Score -6447382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6447379.000000 Penalty: 1052.310913
	Iteration 24Q: 3 clusters Score -6447379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6447378.000000 Penalty: 1052.310913
	Iteration 25Q: 3 clusters Score -6447378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105094 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6447383.500000 Penalty: 1052.310913
	Iteration 26Q: 3 clusters Score -6447384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6447388.500000 Penalty: 1052.310913
	Iteration 27Q: 3 clusters Score -6447388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6447385.000000 Penalty: 1052.310913
	Iteration 28Q: 3 clusters Score -6447385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6447393.500000 Penalty: 1052.310913
	Iteration 29Q: 3 clusters Score -6447394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6447395.500000 Penalty: 1052.310913
	Iteration 30Q: 3 clusters Score -6447396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6447394.500000 Penalty: 1052.310913
	Iteration 31Q: 3 clusters Score -6447394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6447394.500000 Penalty: 1052.310913
	Iteration 32F: 3 clusters Score -6447394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (91747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Entering Unmasked Estep 
Score: -5621631.500000 Penalty: 519.918945
	Iteration 0F: 2 clusters Score -5621632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -5561179.000000 Penalty: 1039.837891
	Iteration 0F: 3 clusters Score -5561179 nChanged 44761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -5590489.500000 Penalty: 1039.837891
	Iteration 1F: 3 clusters Score -5590490 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -5593078.500000 Penalty: 1039.837891
	Iteration 2F: 3 clusters Score -5593078 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -5596732.500000 Penalty: 1039.837891
	Iteration 3F: 3 clusters Score -5596732 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -5601623.500000 Penalty: 1039.837891
	Iteration 4F: 3 clusters Score -5601624 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -5606767.000000 Penalty: 1039.837891
	Iteration 5F: 3 clusters Score -5606767 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -5610848.500000 Penalty: 1039.837891
	Iteration 6F: 3 clusters Score -5610848 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -5613200.000000 Penalty: 1039.837891
	Iteration 7Q: 3 clusters Score -5613200 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -5614661.500000 Penalty: 1039.837891
	Iteration 8Q: 3 clusters Score -5614662 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -5615628.000000 Penalty: 1039.837891
	Iteration 9Q: 3 clusters Score -5615628 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -5616517.000000 Penalty: 1039.837891
	Iteration 10Q: 3 clusters Score -5616517 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -5617235.500000 Penalty: 1039.837891
	Iteration 11Q: 3 clusters Score -5617236 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -5617981.000000 Penalty: 1039.837891
	Iteration 12Q: 3 clusters Score -5617981 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -5618557.000000 Penalty: 1039.837891
	Iteration 13Q: 3 clusters Score -5618557 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -5619096.500000 Penalty: 1039.837891
	Iteration 14Q: 3 clusters Score -5619096 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -5619512.500000 Penalty: 1039.837891
	Iteration 15Q: 3 clusters Score -5619512 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -5619848.500000 Penalty: 1039.837891
	Iteration 16Q: 3 clusters Score -5619848 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -5620142.500000 Penalty: 1039.837891
	Iteration 17Q: 3 clusters Score -5620142 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -5620357.500000 Penalty: 1039.837891
	Iteration 18Q: 3 clusters Score -5620358 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -5620523.500000 Penalty: 1039.837891
	Iteration 19Q: 3 clusters Score -5620524 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -5620656.500000 Penalty: 1039.837891
	Iteration 20F: 3 clusters Score -5620656 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -5620771.500000 Penalty: 1039.837891
	Iteration 21Q: 3 clusters Score -5620772 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -5620853.000000 Penalty: 1039.837891
	Iteration 22Q: 3 clusters Score -5620853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -5620898.500000 Penalty: 1039.837891
	Iteration 23Q: 3 clusters Score -5620898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -5620957.500000 Penalty: 1039.837891
	Iteration 24Q: 3 clusters Score -5620958 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -5620999.000000 Penalty: 1039.837891
	Iteration 25Q: 3 clusters Score -5620999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -5621036.000000 Penalty: 1039.837891
	Iteration 26Q: 3 clusters Score -5621036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -5621069.000000 Penalty: 1039.837891
	Iteration 27Q: 3 clusters Score -5621069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -5621105.500000 Penalty: 1039.837891
	Iteration 28Q: 3 clusters Score -5621106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -5621110.000000 Penalty: 1039.837891
	Iteration 29Q: 3 clusters Score -5621110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -5621123.500000 Penalty: 1039.837891
	Iteration 30Q: 3 clusters Score -5621124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -5621140.000000 Penalty: 1039.837891
	Iteration 31Q: 3 clusters Score -5621140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -5621146.500000 Penalty: 1039.837891
	Iteration 32Q: 3 clusters Score -5621146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -5621162.000000 Penalty: 1039.837891
	Iteration 33Q: 3 clusters Score -5621162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -5621174.500000 Penalty: 1039.837891
	Iteration 34Q: 3 clusters Score -5621174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -5621195.000000 Penalty: 1039.837891
	Iteration 35Q: 3 clusters Score -5621195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -5621206.000000 Penalty: 1039.837891
	Iteration 36Q: 3 clusters Score -5621206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -5621215.500000 Penalty: 1039.837891
	Iteration 37Q: 3 clusters Score -5621216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -5621222.500000 Penalty: 1039.837891
	Iteration 38Q: 3 clusters Score -5621222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -5621227.500000 Penalty: 1039.837891
	Iteration 39Q: 3 clusters Score -5621228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -5621236.500000 Penalty: 1039.837891
	Iteration 40F: 3 clusters Score -5621236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -5621247.000000 Penalty: 1039.837891
	Iteration 41Q: 3 clusters Score -5621247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -5621248.500000 Penalty: 1039.837891
	Iteration 42Q: 3 clusters Score -5621248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -5621250.000000 Penalty: 1039.837891
	Iteration 43Q: 3 clusters Score -5621250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -5621252.000000 Penalty: 1039.837891
	Iteration 44Q: 3 clusters Score -5621252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -5621248.500000 Penalty: 1039.837891
	Iteration 45Q: 3 clusters Score -5621248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -5621253.500000 Penalty: 1039.837891
	Iteration 46Q: 3 clusters Score -5621254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -5621253.000000 Penalty: 1039.837891
	Iteration 47Q: 3 clusters Score -5621253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 91439 members 
Entering Unmasked Estep 
Score: -5621260.000000 Penalty: 1039.837891
	Iteration 48Q: 3 clusters Score -5621260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -5621264.500000 Penalty: 1039.837891
	Iteration 49Q: 3 clusters Score -5621264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -5621263.500000 Penalty: 1039.837891
	Iteration 50Q: 3 clusters Score -5621264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -5621264.500000 Penalty: 1039.837891
	Iteration 51Q: 3 clusters Score -5621264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -5621266.500000 Penalty: 1039.837891
	Iteration 52Q: 3 clusters Score -5621266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -5621269.000000 Penalty: 1039.837891
	Iteration 53Q: 3 clusters Score -5621269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -5621269.000000 Penalty: 1039.837891
	Iteration 54F: 3 clusters Score -5621269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (91189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Entering Unmasked Estep 
Score: -5661310.000000 Penalty: 519.641357
	Iteration 0F: 2 clusters Score -5661310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5604285.500000 Penalty: 1039.282715
	Iteration 0F: 3 clusters Score -5604286 nChanged 44327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -5631416.000000 Penalty: 1039.282715
	Iteration 1F: 3 clusters Score -5631416 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -5633838.000000 Penalty: 1039.282715
	Iteration 2F: 3 clusters Score -5633838 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -5638577.000000 Penalty: 1039.282715
	Iteration 3F: 3 clusters Score -5638577 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5645448.000000 Penalty: 1039.282715
	Iteration 4F: 3 clusters Score -5645448 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5651118.000000 Penalty: 1039.282715
	Iteration 5F: 3 clusters Score -5651118 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -5653329.000000 Penalty: 1039.282715
	Iteration 6F: 3 clusters Score -5653329 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5654053.500000 Penalty: 1039.282715
	Iteration 7Q: 3 clusters Score -5654054 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5654471.500000 Penalty: 1039.282715
	Iteration 8Q: 3 clusters Score -5654472 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5654861.000000 Penalty: 1039.282715
	Iteration 9Q: 3 clusters Score -5654861 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5655235.000000 Penalty: 1039.282715
	Iteration 10Q: 3 clusters Score -5655235 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5655559.000000 Penalty: 1039.282715
	Iteration 11Q: 3 clusters Score -5655559 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -5655789.500000 Penalty: 1039.282715
	Iteration 12Q: 3 clusters Score -5655790 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5655964.000000 Penalty: 1039.282715
	Iteration 13Q: 3 clusters Score -5655964 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -5656137.500000 Penalty: 1039.282715
	Iteration 14Q: 3 clusters Score -5656138 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5656285.500000 Penalty: 1039.282715
	Iteration 15Q: 3 clusters Score -5656286 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5656461.000000 Penalty: 1039.282715
	Iteration 16Q: 3 clusters Score -5656461 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -5656613.500000 Penalty: 1039.282715
	Iteration 17Q: 3 clusters Score -5656614 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5656721.500000 Penalty: 1039.282715
	Iteration 18Q: 3 clusters Score -5656722 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5656846.500000 Penalty: 1039.282715
	Iteration 19Q: 3 clusters Score -5656846 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5656947.000000 Penalty: 1039.282715
	Iteration 20F: 3 clusters Score -5656947 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5657096.500000 Penalty: 1039.282715
	Iteration 21Q: 3 clusters Score -5657096 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5657321.000000 Penalty: 1039.282715
	Iteration 22Q: 3 clusters Score -5657321 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5657521.500000 Penalty: 1039.282715
	Iteration 23Q: 3 clusters Score -5657522 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5657674.000000 Penalty: 1039.282715
	Iteration 24Q: 3 clusters Score -5657674 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5657891.000000 Penalty: 1039.282715
	Iteration 25Q: 3 clusters Score -5657891 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5658082.500000 Penalty: 1039.282715
	Iteration 26Q: 3 clusters Score -5658082 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5658287.000000 Penalty: 1039.282715
	Iteration 27Q: 3 clusters Score -5658287 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -5658495.000000 Penalty: 1039.282715
	Iteration 28Q: 3 clusters Score -5658495 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5658800.500000 Penalty: 1039.282715
	Iteration 29Q: 3 clusters Score -5658800 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5659123.000000 Penalty: 1039.282715
	Iteration 30Q: 3 clusters Score -5659123 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5659794.500000 Penalty: 1039.282715
	Iteration 31Q: 3 clusters Score -5659794 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5660518.000000 Penalty: 1039.282715
	Iteration 32Q: 3 clusters Score -5660518 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -5661091.500000 Penalty: 1039.282715
	Iteration 33Q: 3 clusters Score -5661092 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -5661401.000000 Penalty: 1039.282715
	Iteration 34Q: 3 clusters Score -5661401 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -5661666.500000 Penalty: 1039.282715
	Iteration 35Q: 3 clusters Score -5661666 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5661802.000000 Penalty: 1039.282715
	Iteration 36Q: 3 clusters Score -5661802 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5661918.500000 Penalty: 1039.282715
	Iteration 37Q: 3 clusters Score -5661918 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5662035.500000 Penalty: 1039.282715
	Iteration 38Q: 3 clusters Score -5662036 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5662095.500000 Penalty: 1039.282715
	Iteration 39Q: 3 clusters Score -5662096 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -5662136.500000 Penalty: 1039.282715
	Iteration 40F: 3 clusters Score -5662136 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5662139.000000 Penalty: 1039.282715
	Iteration 41Q: 3 clusters Score -5662139 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5662150.000000 Penalty: 1039.282715
	Iteration 42Q: 3 clusters Score -5662150 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5662135.500000 Penalty: 1039.282715
	Iteration 43Q: 3 clusters Score -5662136 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5662128.000000 Penalty: 1039.282715
	Iteration 44Q: 3 clusters Score -5662128 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5662100.500000 Penalty: 1039.282715
	Iteration 45Q: 3 clusters Score -5662100 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5662084.000000 Penalty: 1039.282715
	Iteration 46Q: 3 clusters Score -5662084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5662054.500000 Penalty: 1039.282715
	Iteration 47Q: 3 clusters Score -5662054 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5662022.000000 Penalty: 1039.282715
	Iteration 48Q: 3 clusters Score -5662022 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5661991.500000 Penalty: 1039.282715
	Iteration 49Q: 3 clusters Score -5661992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5661969.500000 Penalty: 1039.282715
	Iteration 50Q: 3 clusters Score -5661970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -5661950.500000 Penalty: 1039.282715
	Iteration 51Q: 3 clusters Score -5661950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5661945.500000 Penalty: 1039.282715
	Iteration 52Q: 3 clusters Score -5661946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5661915.500000 Penalty: 1039.282715
	Iteration 53Q: 3 clusters Score -5661916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5661895.000000 Penalty: 1039.282715
	Iteration 54Q: 3 clusters Score -5661895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5661903.000000 Penalty: 1039.282715
	Iteration 55Q: 3 clusters Score -5661903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5661891.500000 Penalty: 1039.282715
	Iteration 56Q: 3 clusters Score -5661892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5661862.000000 Penalty: 1039.282715
	Iteration 57Q: 3 clusters Score -5661862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5661840.000000 Penalty: 1039.282715
	Iteration 58Q: 3 clusters Score -5661840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5661844.000000 Penalty: 1039.282715
	Iteration 59Q: 3 clusters Score -5661844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5661843.000000 Penalty: 1039.282715
	Iteration 60F: 3 clusters Score -5661843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5661847.000000 Penalty: 1039.282715
	Iteration 61Q: 3 clusters Score -5661847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5661847.000000 Penalty: 1039.282715
	Iteration 62Q: 3 clusters Score -5661847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5661821.000000 Penalty: 1039.282715
	Iteration 63Q: 3 clusters Score -5661821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5661818.500000 Penalty: 1039.282715
	Iteration 64Q: 3 clusters Score -5661818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5661801.500000 Penalty: 1039.282715
	Iteration 65Q: 3 clusters Score -5661802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5661799.000000 Penalty: 1039.282715
	Iteration 66Q: 3 clusters Score -5661799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5661801.000000 Penalty: 1039.282715
	Iteration 67Q: 3 clusters Score -5661801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5661798.000000 Penalty: 1039.282715
	Iteration 68Q: 3 clusters Score -5661798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5661795.500000 Penalty: 1039.282715
	Iteration 69Q: 3 clusters Score -5661796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5661791.000000 Penalty: 1039.282715
	Iteration 70Q: 3 clusters Score -5661791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5661776.500000 Penalty: 1039.282715
	Iteration 71Q: 3 clusters Score -5661776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5661764.000000 Penalty: 1039.282715
	Iteration 72Q: 3 clusters Score -5661764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5661760.500000 Penalty: 1039.282715
	Iteration 73Q: 3 clusters Score -5661760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5661752.500000 Penalty: 1039.282715
	Iteration 74Q: 3 clusters Score -5661752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5661749.000000 Penalty: 1039.282715
	Iteration 75Q: 3 clusters Score -5661749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5661743.000000 Penalty: 1039.282715
	Iteration 76Q: 3 clusters Score -5661743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5661750.000000 Penalty: 1039.282715
	Iteration 77Q: 3 clusters Score -5661750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5661744.000000 Penalty: 1039.282715
	Iteration 78Q: 3 clusters Score -5661744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5661736.000000 Penalty: 1039.282715
	Iteration 79Q: 3 clusters Score -5661736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5661732.500000 Penalty: 1039.282715
	Iteration 80F: 3 clusters Score -5661732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5661734.500000 Penalty: 1039.282715
	Iteration 81Q: 3 clusters Score -5661734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5661735.500000 Penalty: 1039.282715
	Iteration 82Q: 3 clusters Score -5661736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5661736.000000 Penalty: 1039.282715
	Iteration 83Q: 3 clusters Score -5661736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5661732.500000 Penalty: 1039.282715
	Iteration 84Q: 3 clusters Score -5661732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5661728.500000 Penalty: 1039.282715
	Iteration 85Q: 3 clusters Score -5661728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5661736.500000 Penalty: 1039.282715
	Iteration 86Q: 3 clusters Score -5661736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5661739.000000 Penalty: 1039.282715
	Iteration 87Q: 3 clusters Score -5661739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5661734.500000 Penalty: 1039.282715
	Iteration 88Q: 3 clusters Score -5661734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5661728.500000 Penalty: 1039.282715
	Iteration 89Q: 3 clusters Score -5661728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5661732.500000 Penalty: 1039.282715
	Iteration 90Q: 3 clusters Score -5661732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5661727.500000 Penalty: 1039.282715
	Iteration 91Q: 3 clusters Score -5661728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5661734.500000 Penalty: 1039.282715
	Iteration 92Q: 3 clusters Score -5661734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5661730.500000 Penalty: 1039.282715
	Iteration 93Q: 3 clusters Score -5661730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5661742.000000 Penalty: 1039.282715
	Iteration 94Q: 3 clusters Score -5661742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5661747.000000 Penalty: 1039.282715
	Iteration 95Q: 3 clusters Score -5661747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5661746.500000 Penalty: 1039.282715
	Iteration 96Q: 3 clusters Score -5661746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5661741.000000 Penalty: 1039.282715
	Iteration 97Q: 3 clusters Score -5661741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5661726.500000 Penalty: 1039.282715
	Iteration 98Q: 3 clusters Score -5661726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5661727.500000 Penalty: 1039.282715
	Iteration 99Q: 3 clusters Score -5661728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5661727.500000 Penalty: 1039.282715
	Iteration 100F: 3 clusters Score -5661728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88334 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5661720.500000 Penalty: 1039.282715
	Iteration 101Q: 3 clusters Score -5661720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5661722.500000 Penalty: 1039.282715
	Iteration 102Q: 3 clusters Score -5661722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5661708.000000 Penalty: 1039.282715
	Iteration 103Q: 3 clusters Score -5661708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5661704.000000 Penalty: 1039.282715
	Iteration 104Q: 3 clusters Score -5661704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5661699.500000 Penalty: 1039.282715
	Iteration 105Q: 3 clusters Score -5661700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5661694.500000 Penalty: 1039.282715
	Iteration 106Q: 3 clusters Score -5661694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5661698.500000 Penalty: 1039.282715
	Iteration 107Q: 3 clusters Score -5661698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5661703.000000 Penalty: 1039.282715
	Iteration 108Q: 3 clusters Score -5661703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5661718.500000 Penalty: 1039.282715
	Iteration 109Q: 3 clusters Score -5661718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5661709.000000 Penalty: 1039.282715
	Iteration 110Q: 3 clusters Score -5661709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5661700.000000 Penalty: 1039.282715
	Iteration 111Q: 3 clusters Score -5661700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5661694.000000 Penalty: 1039.282715
	Iteration 112Q: 3 clusters Score -5661694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5661690.000000 Penalty: 1039.282715
	Iteration 113Q: 3 clusters Score -5661690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5661682.000000 Penalty: 1039.282715
	Iteration 114Q: 3 clusters Score -5661682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5661675.500000 Penalty: 1039.282715
	Iteration 115Q: 3 clusters Score -5661676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5661674.500000 Penalty: 1039.282715
	Iteration 116Q: 3 clusters Score -5661674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5661670.500000 Penalty: 1039.282715
	Iteration 117Q: 3 clusters Score -5661670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5661666.000000 Penalty: 1039.282715
	Iteration 118Q: 3 clusters Score -5661666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5661669.000000 Penalty: 1039.282715
	Iteration 119Q: 3 clusters Score -5661669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5661677.000000 Penalty: 1039.282715
	Iteration 120F: 3 clusters Score -5661677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5661673.000000 Penalty: 1039.282715
	Iteration 121Q: 3 clusters Score -5661673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5661679.500000 Penalty: 1039.282715
	Iteration 122Q: 3 clusters Score -5661680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5661676.500000 Penalty: 1039.282715
	Iteration 123Q: 3 clusters Score -5661676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5661681.500000 Penalty: 1039.282715
	Iteration 124Q: 3 clusters Score -5661682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5661675.500000 Penalty: 1039.282715
	Iteration 125Q: 3 clusters Score -5661676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5661672.000000 Penalty: 1039.282715
	Iteration 126Q: 3 clusters Score -5661672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5661664.500000 Penalty: 1039.282715
	Iteration 127Q: 3 clusters Score -5661664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5661673.500000 Penalty: 1039.282715
	Iteration 128Q: 3 clusters Score -5661674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5661676.000000 Penalty: 1039.282715
	Iteration 129Q: 3 clusters Score -5661676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5661667.500000 Penalty: 1039.282715
	Iteration 130Q: 3 clusters Score -5661668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5661666.500000 Penalty: 1039.282715
	Iteration 131Q: 3 clusters Score -5661666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5661659.500000 Penalty: 1039.282715
	Iteration 132Q: 3 clusters Score -5661660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5661660.500000 Penalty: 1039.282715
	Iteration 133Q: 3 clusters Score -5661660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5661663.000000 Penalty: 1039.282715
	Iteration 134Q: 3 clusters Score -5661663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5661672.000000 Penalty: 1039.282715
	Iteration 135Q: 3 clusters Score -5661672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5661664.500000 Penalty: 1039.282715
	Iteration 136Q: 3 clusters Score -5661664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5661666.500000 Penalty: 1039.282715
	Iteration 137Q: 3 clusters Score -5661666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5661669.500000 Penalty: 1039.282715
	Iteration 138Q: 3 clusters Score -5661670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5661669.500000 Penalty: 1039.282715
	Iteration 139Q: 3 clusters Score -5661670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5661669.500000 Penalty: 1039.282715
	Iteration 140F: 3 clusters Score -5661670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5661673.000000 Penalty: 1039.282715
	Iteration 141Q: 3 clusters Score -5661673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5661674.500000 Penalty: 1039.282715
	Iteration 142Q: 3 clusters Score -5661674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5661671.500000 Penalty: 1039.282715
	Iteration 143Q: 3 clusters Score -5661672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5661673.500000 Penalty: 1039.282715
	Iteration 144Q: 3 clusters Score -5661674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5661673.000000 Penalty: 1039.282715
	Iteration 145Q: 3 clusters Score -5661673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5661672.500000 Penalty: 1039.282715
	Iteration 146Q: 3 clusters Score -5661672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5661669.000000 Penalty: 1039.282715
	Iteration 147Q: 3 clusters Score -5661669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5661671.500000 Penalty: 1039.282715
	Iteration 148Q: 3 clusters Score -5661672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5661669.500000 Penalty: 1039.282715
	Iteration 149Q: 3 clusters Score -5661670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5661668.500000 Penalty: 1039.282715
	Iteration 150Q: 3 clusters Score -5661668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5661672.000000 Penalty: 1039.282715
	Iteration 151Q: 3 clusters Score -5661672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5661670.000000 Penalty: 1039.282715
	Iteration 152Q: 3 clusters Score -5661670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5661670.500000 Penalty: 1039.282715
	Iteration 153Q: 3 clusters Score -5661670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5661678.000000 Penalty: 1039.282715
	Iteration 154Q: 3 clusters Score -5661678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5661674.000000 Penalty: 1039.282715
	Iteration 155Q: 3 clusters Score -5661674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5661676.500000 Penalty: 1039.282715
	Iteration 156Q: 3 clusters Score -5661676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5661676.500000 Penalty: 1039.282715
	Iteration 157F: 3 clusters Score -5661676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 88935 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 2254 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286952.000000 Penalty: 37422.929688
Splitting cluster 7 changes total score from -53286988.000000 to -53286952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23024.361328 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23024.36 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 219 members 
Entering Unmasked Estep 
Score: -22616.929688 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22616.93 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22797.017578 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22797.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22959.634766 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22959.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23036.386719 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23036.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23098.345703 Penalty: 547.248108
	Iteration 4F: 3 clusters Score -23098.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23124.701172 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23124.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23147.041016 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23147.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23181.775391 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23181.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23187.578125 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23187.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23190.574219 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23190.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23191.880859 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23191.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23191.712891 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23191.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23193.294922 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23193.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23193.943359 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -23193.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23197.121094 Penalty: 547.248108
	Iteration 14Q: 3 clusters Score -23197.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23201.257812 Penalty: 547.248108
	Iteration 15Q: 3 clusters Score -23201.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23208.439453 Penalty: 547.248108
	Iteration 16Q: 3 clusters Score -23208.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23216.058594 Penalty: 547.248108
	Iteration 17Q: 3 clusters Score -23216.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23226.455078 Penalty: 547.248108
	Iteration 18Q: 3 clusters Score -23226.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23235.843750 Penalty: 547.248108
	Iteration 19Q: 3 clusters Score -23235.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23238.763672 Penalty: 547.248108
	Iteration 20F: 3 clusters Score -23238.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23240.039062 Penalty: 547.248108
	Iteration 21Q: 3 clusters Score -23240.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23240.039062 Penalty: 547.248108
	Iteration 22F: 3 clusters Score -23240.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 152 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286528.000000 Penalty: 37422.929688
Splitting cluster 8 changes total score from -53286988.000000 to -53286528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (79482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Entering Unmasked Estep 
Score: -4897655.000000 Penalty: 513.389526
	Iteration 0F: 2 clusters Score -4897655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4844121.500000 Penalty: 1026.779053
	Iteration 0F: 3 clusters Score -4844122 nChanged 38702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4867451.000000 Penalty: 1026.779053
	Iteration 1F: 3 clusters Score -4867451 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4868971.500000 Penalty: 1026.779053
	Iteration 2Q: 3 clusters Score -4868972 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4871524.000000 Penalty: 1026.779053
	Iteration 3F: 3 clusters Score -4871524 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -4875873.000000 Penalty: 1026.779053
	Iteration 4F: 3 clusters Score -4875873 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4881550.500000 Penalty: 1026.779053
	Iteration 5F: 3 clusters Score -4881550 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4885999.000000 Penalty: 1026.779053
	Iteration 6F: 3 clusters Score -4885999 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4888208.500000 Penalty: 1026.779053
	Iteration 7Q: 3 clusters Score -4888208 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4889472.000000 Penalty: 1026.779053
	Iteration 8Q: 3 clusters Score -4889472 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4890562.500000 Penalty: 1026.779053
	Iteration 9Q: 3 clusters Score -4890562 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4891592.000000 Penalty: 1026.779053
	Iteration 10Q: 3 clusters Score -4891592 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4892516.500000 Penalty: 1026.779053
	Iteration 11Q: 3 clusters Score -4892516 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -4893377.000000 Penalty: 1026.779053
	Iteration 12Q: 3 clusters Score -4893377 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4894124.000000 Penalty: 1026.779053
	Iteration 13Q: 3 clusters Score -4894124 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4894749.000000 Penalty: 1026.779053
	Iteration 14Q: 3 clusters Score -4894749 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4895202.500000 Penalty: 1026.779053
	Iteration 15Q: 3 clusters Score -4895202 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4895575.000000 Penalty: 1026.779053
	Iteration 16Q: 3 clusters Score -4895575 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4895928.500000 Penalty: 1026.779053
	Iteration 17Q: 3 clusters Score -4895928 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4896137.000000 Penalty: 1026.779053
	Iteration 18Q: 3 clusters Score -4896137 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4896364.000000 Penalty: 1026.779053
	Iteration 19Q: 3 clusters Score -4896364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4896509.000000 Penalty: 1026.779053
	Iteration 20F: 3 clusters Score -4896509 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4896617.500000 Penalty: 1026.779053
	Iteration 21Q: 3 clusters Score -4896618 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4896704.000000 Penalty: 1026.779053
	Iteration 22Q: 3 clusters Score -4896704 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4896809.000000 Penalty: 1026.779053
	Iteration 23Q: 3 clusters Score -4896809 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4896890.000000 Penalty: 1026.779053
	Iteration 24Q: 3 clusters Score -4896890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4896980.000000 Penalty: 1026.779053
	Iteration 25Q: 3 clusters Score -4896980 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4897040.000000 Penalty: 1026.779053
	Iteration 26Q: 3 clusters Score -4897040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4897078.000000 Penalty: 1026.779053
	Iteration 27Q: 3 clusters Score -4897078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4897104.000000 Penalty: 1026.779053
	Iteration 28Q: 3 clusters Score -4897104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4897135.500000 Penalty: 1026.779053
	Iteration 29Q: 3 clusters Score -4897136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4897174.000000 Penalty: 1026.779053
	Iteration 30Q: 3 clusters Score -4897174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4897193.000000 Penalty: 1026.779053
	Iteration 31Q: 3 clusters Score -4897193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4897214.500000 Penalty: 1026.779053
	Iteration 32Q: 3 clusters Score -4897214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4897229.000000 Penalty: 1026.779053
	Iteration 33Q: 3 clusters Score -4897229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4897237.000000 Penalty: 1026.779053
	Iteration 34Q: 3 clusters Score -4897237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4897242.500000 Penalty: 1026.779053
	Iteration 35Q: 3 clusters Score -4897242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4897253.500000 Penalty: 1026.779053
	Iteration 36Q: 3 clusters Score -4897254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4897244.000000 Penalty: 1026.779053
	Iteration 37Q: 3 clusters Score -4897244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4897250.000000 Penalty: 1026.779053
	Iteration 38Q: 3 clusters Score -4897250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4897256.000000 Penalty: 1026.779053
	Iteration 39Q: 3 clusters Score -4897256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4897265.000000 Penalty: 1026.779053
	Iteration 40F: 3 clusters Score -4897265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4897268.000000 Penalty: 1026.779053
	Iteration 41Q: 3 clusters Score -4897268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4897268.000000 Penalty: 1026.779053
	Iteration 42Q: 3 clusters Score -4897268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4897270.000000 Penalty: 1026.779053
	Iteration 43Q: 3 clusters Score -4897270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4897274.500000 Penalty: 1026.779053
	Iteration 44Q: 3 clusters Score -4897274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4897277.500000 Penalty: 1026.779053
	Iteration 45Q: 3 clusters Score -4897278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4897275.500000 Penalty: 1026.779053
	Iteration 46Q: 3 clusters Score -4897276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4897274.500000 Penalty: 1026.779053
	Iteration 47Q: 3 clusters Score -4897274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4897276.000000 Penalty: 1026.779053
	Iteration 48Q: 3 clusters Score -4897276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4897278.500000 Penalty: 1026.779053
	Iteration 49Q: 3 clusters Score -4897278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4897281.500000 Penalty: 1026.779053
	Iteration 50Q: 3 clusters Score -4897282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4897286.000000 Penalty: 1026.779053
	Iteration 51Q: 3 clusters Score -4897286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4897289.500000 Penalty: 1026.779053
	Iteration 52Q: 3 clusters Score -4897290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4897292.000000 Penalty: 1026.779053
	Iteration 53Q: 3 clusters Score -4897292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4897293.500000 Penalty: 1026.779053
	Iteration 54Q: 3 clusters Score -4897294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4897293.000000 Penalty: 1026.779053
	Iteration 55Q: 3 clusters Score -4897293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4897298.500000 Penalty: 1026.779053
	Iteration 56Q: 3 clusters Score -4897298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4897303.000000 Penalty: 1026.779053
	Iteration 57Q: 3 clusters Score -4897303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4897303.000000 Penalty: 1026.779053
	Iteration 58Q: 3 clusters Score -4897303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4897307.000000 Penalty: 1026.779053
	Iteration 59Q: 3 clusters Score -4897307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4897312.000000 Penalty: 1026.779053
	Iteration 60F: 3 clusters Score -4897312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4897314.500000 Penalty: 1026.779053
	Iteration 61Q: 3 clusters Score -4897314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4897319.500000 Penalty: 1026.779053
	Iteration 62Q: 3 clusters Score -4897320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4897320.500000 Penalty: 1026.779053
	Iteration 63Q: 3 clusters Score -4897320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4897325.500000 Penalty: 1026.779053
	Iteration 64Q: 3 clusters Score -4897326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4897325.500000 Penalty: 1026.779053
	Iteration 65Q: 3 clusters Score -4897326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4897323.500000 Penalty: 1026.779053
	Iteration 66Q: 3 clusters Score -4897324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4897323.500000 Penalty: 1026.779053
	Iteration 67Q: 3 clusters Score -4897324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4897326.500000 Penalty: 1026.779053
	Iteration 68Q: 3 clusters Score -4897326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4897326.000000 Penalty: 1026.779053
	Iteration 69Q: 3 clusters Score -4897326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4897324.000000 Penalty: 1026.779053
	Iteration 70Q: 3 clusters Score -4897324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4897324.000000 Penalty: 1026.779053
	Iteration 71F: 3 clusters Score -4897324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 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 456 members 
Entering Unmasked Estep 
Score: -55628.972656 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55628.97 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -56035.941406 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -56035.94 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -56250.929688 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -56250.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -56368.269531 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -56368.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56418.039062 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -56418.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56433.195312 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -56433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -56440.277344 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -56440.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56444.437500 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56444.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56449.570312 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56449.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56450.992188 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56450.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56450.992188 Penalty: 618.612549
	Iteration 10F: 3 clusters Score -56450.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 462 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 434 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286528.000000 Penalty: 37422.929688
Splitting cluster 10 changes total score from -53286988.000000 to -53286528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (87801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Entering Unmasked Estep 
Score: -5495403.500000 Penalty: 517.918640
	Iteration 0F: 2 clusters Score -5495404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5439273.500000 Penalty: 1035.837280
	Iteration 0F: 3 clusters Score -5439274 nChanged 42970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -5465867.500000 Penalty: 1035.837280
	Iteration 1F: 3 clusters Score -5465868 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -5467586.000000 Penalty: 1035.837280
	Iteration 2Q: 3 clusters Score -5467586 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -5470596.500000 Penalty: 1035.837280
	Iteration 3F: 3 clusters Score -5470596 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -5475869.500000 Penalty: 1035.837280
	Iteration 4F: 3 clusters Score -5475870 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -5482999.000000 Penalty: 1035.837280
	Iteration 5F: 3 clusters Score -5482999 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -5489594.000000 Penalty: 1035.837280
	Iteration 6F: 3 clusters Score -5489594 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -5492809.000000 Penalty: 1035.837280
	Iteration 7Q: 3 clusters Score -5492809 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -5494074.500000 Penalty: 1035.837280
	Iteration 8Q: 3 clusters Score -5494074 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -5494581.000000 Penalty: 1035.837280
	Iteration 9Q: 3 clusters Score -5494581 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -5494780.500000 Penalty: 1035.837280
	Iteration 10Q: 3 clusters Score -5494780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -5494865.000000 Penalty: 1035.837280
	Iteration 11Q: 3 clusters Score -5494865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -5494907.500000 Penalty: 1035.837280
	Iteration 12Q: 3 clusters Score -5494908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -5494941.000000 Penalty: 1035.837280
	Iteration 13Q: 3 clusters Score -5494941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -5494957.000000 Penalty: 1035.837280
	Iteration 14Q: 3 clusters Score -5494957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -5494962.000000 Penalty: 1035.837280
	Iteration 15Q: 3 clusters Score -5494962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -5494969.000000 Penalty: 1035.837280
	Iteration 16Q: 3 clusters Score -5494969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -5494970.000000 Penalty: 1035.837280
	Iteration 17Q: 3 clusters Score -5494970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -5494981.500000 Penalty: 1035.837280
	Iteration 18Q: 3 clusters Score -5494982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -5494980.500000 Penalty: 1035.837280
	Iteration 19Q: 3 clusters Score -5494980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -5494980.500000 Penalty: 1035.837280
	Iteration 20F: 3 clusters Score -5494980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -96566.531250 Penalty: 336.477417
	Iteration 0F: 2 clusters Score -96566.53 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 831 members 
Entering Unmasked Estep 
Score: -95362.703125 Penalty: 672.954834
	Iteration 0F: 3 clusters Score -95362.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -95812.968750 Penalty: 672.954834
	Iteration 1F: 3 clusters Score -95812.97 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -95914.859375 Penalty: 672.954834
	Iteration 2F: 3 clusters Score -95914.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -96008.851562 Penalty: 672.954834
	Iteration 3F: 3 clusters Score -96008.85 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -96100.671875 Penalty: 672.954834
	Iteration 4F: 3 clusters Score -96100.67 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -96202.500000 Penalty: 672.954834
	Iteration 5F: 3 clusters Score -96202.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -96287.765625 Penalty: 672.954834
	Iteration 6F: 3 clusters Score -96287.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -96353.523438 Penalty: 672.954834
	Iteration 7F: 3 clusters Score -96353.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -96404.812500 Penalty: 672.954834
	Iteration 8Q: 3 clusters Score -96404.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -96449.289062 Penalty: 672.954834
	Iteration 9Q: 3 clusters Score -96449.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96481.476562 Penalty: 672.954834
	Iteration 10Q: 3 clusters Score -96481.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96511.968750 Penalty: 672.954834
	Iteration 11Q: 3 clusters Score -96511.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96529.687500 Penalty: 672.954834
	Iteration 12Q: 3 clusters Score -96529.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96547.976562 Penalty: 672.954834
	Iteration 13Q: 3 clusters Score -96547.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96574.218750 Penalty: 672.954834
	Iteration 14Q: 3 clusters Score -96574.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96589.125000 Penalty: 672.954834
	Iteration 15Q: 3 clusters Score -96589.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96600.687500 Penalty: 672.954834
	Iteration 16Q: 3 clusters Score -96600.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96604.296875 Penalty: 672.954834
	Iteration 17Q: 3 clusters Score -96604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96605.804688 Penalty: 672.954834
	Iteration 18Q: 3 clusters Score -96605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96607.039062 Penalty: 672.954834
	Iteration 19Q: 3 clusters Score -96607.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96608.710938 Penalty: 672.954834
	Iteration 20F: 3 clusters Score -96608.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96609.515625 Penalty: 672.954834
	Iteration 21Q: 3 clusters Score -96609.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -96609.593750 Penalty: 672.954834
	Iteration 22Q: 3 clusters Score -96609.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96609.687500 Penalty: 672.954834
	Iteration 23Q: 3 clusters Score -96609.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -96609.687500 Penalty: 672.954834
	Iteration 24F: 3 clusters Score -96609.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1108 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286456.000000 Penalty: 37422.929688
Splitting cluster 12 changes total score from -53286988.000000 to -53286456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (84881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Entering Unmasked Estep 
Score: -5313576.500000 Penalty: 516.379761
	Iteration 0F: 2 clusters Score -5313576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5258247.000000 Penalty: 1032.759521
	Iteration 0F: 3 clusters Score -5258247 nChanged 41291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -5285486.500000 Penalty: 1032.759521
	Iteration 1F: 3 clusters Score -5285486 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -5289051.500000 Penalty: 1032.759521
	Iteration 2F: 3 clusters Score -5289052 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -5294647.500000 Penalty: 1032.759521
	Iteration 3F: 3 clusters Score -5294648 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -5301593.000000 Penalty: 1032.759521
	Iteration 4F: 3 clusters Score -5301593 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -5306704.000000 Penalty: 1032.759521
	Iteration 5F: 3 clusters Score -5306704 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -5308894.500000 Penalty: 1032.759521
	Iteration 6Q: 3 clusters Score -5308894 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5309718.000000 Penalty: 1032.759521
	Iteration 7Q: 3 clusters Score -5309718 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5310146.000000 Penalty: 1032.759521
	Iteration 8Q: 3 clusters Score -5310146 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -5310484.500000 Penalty: 1032.759521
	Iteration 9Q: 3 clusters Score -5310484 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5310808.000000 Penalty: 1032.759521
	Iteration 10Q: 3 clusters Score -5310808 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -5311096.000000 Penalty: 1032.759521
	Iteration 11Q: 3 clusters Score -5311096 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5311431.500000 Penalty: 1032.759521
	Iteration 12Q: 3 clusters Score -5311432 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5311746.500000 Penalty: 1032.759521
	Iteration 13Q: 3 clusters Score -5311746 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -5312049.500000 Penalty: 1032.759521
	Iteration 14Q: 3 clusters Score -5312050 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -5312359.500000 Penalty: 1032.759521
	Iteration 15Q: 3 clusters Score -5312360 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5312638.000000 Penalty: 1032.759521
	Iteration 16Q: 3 clusters Score -5312638 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -5312874.500000 Penalty: 1032.759521
	Iteration 17Q: 3 clusters Score -5312874 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5313000.500000 Penalty: 1032.759521
	Iteration 18Q: 3 clusters Score -5313000 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5313144.000000 Penalty: 1032.759521
	Iteration 19Q: 3 clusters Score -5313144 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5313220.500000 Penalty: 1032.759521
	Iteration 20F: 3 clusters Score -5313220 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5313263.000000 Penalty: 1032.759521
	Iteration 21Q: 3 clusters Score -5313263 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5313352.000000 Penalty: 1032.759521
	Iteration 22Q: 3 clusters Score -5313352 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5313371.000000 Penalty: 1032.759521
	Iteration 23Q: 3 clusters Score -5313371 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5313390.000000 Penalty: 1032.759521
	Iteration 24Q: 3 clusters Score -5313390 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5313441.000000 Penalty: 1032.759521
	Iteration 25Q: 3 clusters Score -5313441 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5313431.000000 Penalty: 1032.759521
	Iteration 26Q: 3 clusters Score -5313431 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5313448.500000 Penalty: 1032.759521
	Iteration 27Q: 3 clusters Score -5313448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5313403.000000 Penalty: 1032.759521
	Iteration 28Q: 3 clusters Score -5313403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5313413.500000 Penalty: 1032.759521
	Iteration 29Q: 3 clusters Score -5313414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5313401.500000 Penalty: 1032.759521
	Iteration 30Q: 3 clusters Score -5313402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5313404.000000 Penalty: 1032.759521
	Iteration 31Q: 3 clusters Score -5313404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5313389.500000 Penalty: 1032.759521
	Iteration 32Q: 3 clusters Score -5313390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5313380.000000 Penalty: 1032.759521
	Iteration 33Q: 3 clusters Score -5313380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5313383.500000 Penalty: 1032.759521
	Iteration 34Q: 3 clusters Score -5313384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5313379.500000 Penalty: 1032.759521
	Iteration 35Q: 3 clusters Score -5313380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5313374.500000 Penalty: 1032.759521
	Iteration 36Q: 3 clusters Score -5313374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5313352.500000 Penalty: 1032.759521
	Iteration 37Q: 3 clusters Score -5313352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5313350.500000 Penalty: 1032.759521
	Iteration 38Q: 3 clusters Score -5313350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5313345.500000 Penalty: 1032.759521
	Iteration 39Q: 3 clusters Score -5313346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5313346.500000 Penalty: 1032.759521
	Iteration 40F: 3 clusters Score -5313346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5313360.500000 Penalty: 1032.759521
	Iteration 41Q: 3 clusters Score -5313360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5313361.500000 Penalty: 1032.759521
	Iteration 42Q: 3 clusters Score -5313362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5313356.000000 Penalty: 1032.759521
	Iteration 43Q: 3 clusters Score -5313356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5313361.500000 Penalty: 1032.759521
	Iteration 44Q: 3 clusters Score -5313362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5313358.500000 Penalty: 1032.759521
	Iteration 45Q: 3 clusters Score -5313358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5313356.500000 Penalty: 1032.759521
	Iteration 46Q: 3 clusters Score -5313356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5313358.500000 Penalty: 1032.759521
	Iteration 47Q: 3 clusters Score -5313358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5313359.000000 Penalty: 1032.759521
	Iteration 48Q: 3 clusters Score -5313359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5313356.000000 Penalty: 1032.759521
	Iteration 49Q: 3 clusters Score -5313356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5313350.500000 Penalty: 1032.759521
	Iteration 50Q: 3 clusters Score -5313350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5313353.000000 Penalty: 1032.759521
	Iteration 51Q: 3 clusters Score -5313353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5313353.000000 Penalty: 1032.759521
	Iteration 52Q: 3 clusters Score -5313353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5313354.000000 Penalty: 1032.759521
	Iteration 53Q: 3 clusters Score -5313354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5313351.500000 Penalty: 1032.759521
	Iteration 54Q: 3 clusters Score -5313352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5313352.000000 Penalty: 1032.759521
	Iteration 55Q: 3 clusters Score -5313352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5313346.000000 Penalty: 1032.759521
	Iteration 56Q: 3 clusters Score -5313346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5313347.500000 Penalty: 1032.759521
	Iteration 57Q: 3 clusters Score -5313348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5313349.500000 Penalty: 1032.759521
	Iteration 58Q: 3 clusters Score -5313350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5313349.500000 Penalty: 1032.759521
	Iteration 59F: 3 clusters Score -5313350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Entering Unmasked Estep 
Score: -5347789.000000 Penalty: 516.720459
	Iteration 0F: 2 clusters Score -5347789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -5290303.000000 Penalty: 1033.440918
	Iteration 0F: 3 clusters Score -5290303 nChanged 41729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5316009.000000 Penalty: 1033.440918
	Iteration 1F: 3 clusters Score -5316009 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -5317384.000000 Penalty: 1033.440918
	Iteration 2Q: 3 clusters Score -5317384 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -5319939.500000 Penalty: 1033.440918
	Iteration 3F: 3 clusters Score -5319940 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -5324714.500000 Penalty: 1033.440918
	Iteration 4F: 3 clusters Score -5324714 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -5331535.000000 Penalty: 1033.440918
	Iteration 5F: 3 clusters Score -5331535 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -5337049.000000 Penalty: 1033.440918
	Iteration 6F: 3 clusters Score -5337049 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -5339459.000000 Penalty: 1033.440918
	Iteration 7Q: 3 clusters Score -5339459 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -5340620.000000 Penalty: 1033.440918
	Iteration 8Q: 3 clusters Score -5340620 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -5341427.500000 Penalty: 1033.440918
	Iteration 9Q: 3 clusters Score -5341428 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -5342036.500000 Penalty: 1033.440918
	Iteration 10Q: 3 clusters Score -5342036 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -5342502.500000 Penalty: 1033.440918
	Iteration 11Q: 3 clusters Score -5342502 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -5342924.000000 Penalty: 1033.440918
	Iteration 12Q: 3 clusters Score -5342924 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -5343260.500000 Penalty: 1033.440918
	Iteration 13Q: 3 clusters Score -5343260 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -5343548.500000 Penalty: 1033.440918
	Iteration 14Q: 3 clusters Score -5343548 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -5343731.000000 Penalty: 1033.440918
	Iteration 15Q: 3 clusters Score -5343731 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -5343836.000000 Penalty: 1033.440918
	Iteration 16Q: 3 clusters Score -5343836 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -5343878.000000 Penalty: 1033.440918
	Iteration 17Q: 3 clusters Score -5343878 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -5343928.500000 Penalty: 1033.440918
	Iteration 18Q: 3 clusters Score -5343928 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -5344426.000000 Penalty: 1033.440918
	Iteration 19Q: 3 clusters Score -5344426 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -5344879.000000 Penalty: 1033.440918
	Iteration 20F: 3 clusters Score -5344879 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -5345246.000000 Penalty: 1033.440918
	Iteration 21Q: 3 clusters Score -5345246 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -5345596.500000 Penalty: 1033.440918
	Iteration 22Q: 3 clusters Score -5345596 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -5345927.500000 Penalty: 1033.440918
	Iteration 23Q: 3 clusters Score -5345928 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -5346206.000000 Penalty: 1033.440918
	Iteration 24Q: 3 clusters Score -5346206 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -5346384.000000 Penalty: 1033.440918
	Iteration 25Q: 3 clusters Score -5346384 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -5346576.000000 Penalty: 1033.440918
	Iteration 26Q: 3 clusters Score -5346576 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -5346690.500000 Penalty: 1033.440918
	Iteration 27Q: 3 clusters Score -5346690 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -5346795.500000 Penalty: 1033.440918
	Iteration 28Q: 3 clusters Score -5346796 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -5346917.000000 Penalty: 1033.440918
	Iteration 29Q: 3 clusters Score -5346917 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -5347015.000000 Penalty: 1033.440918
	Iteration 30Q: 3 clusters Score -5347015 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -5347074.000000 Penalty: 1033.440918
	Iteration 31Q: 3 clusters Score -5347074 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -5347144.500000 Penalty: 1033.440918
	Iteration 32Q: 3 clusters Score -5347144 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -5347196.500000 Penalty: 1033.440918
	Iteration 33Q: 3 clusters Score -5347196 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -5347221.000000 Penalty: 1033.440918
	Iteration 34Q: 3 clusters Score -5347221 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -5347257.500000 Penalty: 1033.440918
	Iteration 35Q: 3 clusters Score -5347258 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -5347289.000000 Penalty: 1033.440918
	Iteration 36Q: 3 clusters Score -5347289 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -5347339.500000 Penalty: 1033.440918
	Iteration 37Q: 3 clusters Score -5347340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -5347354.000000 Penalty: 1033.440918
	Iteration 38Q: 3 clusters Score -5347354 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -5347385.000000 Penalty: 1033.440918
	Iteration 39Q: 3 clusters Score -5347385 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -5347398.000000 Penalty: 1033.440918
	Iteration 40F: 3 clusters Score -5347398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -5347421.500000 Penalty: 1033.440918
	Iteration 41Q: 3 clusters Score -5347422 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -5347419.500000 Penalty: 1033.440918
	Iteration 42Q: 3 clusters Score -5347420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -5347428.500000 Penalty: 1033.440918
	Iteration 43Q: 3 clusters Score -5347428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -5347434.500000 Penalty: 1033.440918
	Iteration 44Q: 3 clusters Score -5347434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -5347436.000000 Penalty: 1033.440918
	Iteration 45Q: 3 clusters Score -5347436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -5347422.000000 Penalty: 1033.440918
	Iteration 46Q: 3 clusters Score -5347422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -5347432.000000 Penalty: 1033.440918
	Iteration 47Q: 3 clusters Score -5347432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -5347427.500000 Penalty: 1033.440918
	Iteration 48Q: 3 clusters Score -5347428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -5347431.500000 Penalty: 1033.440918
	Iteration 49Q: 3 clusters Score -5347432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -5347447.500000 Penalty: 1033.440918
	Iteration 50Q: 3 clusters Score -5347448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -5347449.000000 Penalty: 1033.440918
	Iteration 51Q: 3 clusters Score -5347449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -5347447.000000 Penalty: 1033.440918
	Iteration 52Q: 3 clusters Score -5347447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -5347462.000000 Penalty: 1033.440918
	Iteration 53Q: 3 clusters Score -5347462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -5347450.500000 Penalty: 1033.440918
	Iteration 54Q: 3 clusters Score -5347450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -5347453.000000 Penalty: 1033.440918
	Iteration 55Q: 3 clusters Score -5347453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -5347456.500000 Penalty: 1033.440918
	Iteration 56Q: 3 clusters Score -5347456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -5347456.000000 Penalty: 1033.440918
	Iteration 57Q: 3 clusters Score -5347456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -5347458.000000 Penalty: 1033.440918
	Iteration 58Q: 3 clusters Score -5347458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -5347465.000000 Penalty: 1033.440918
	Iteration 59Q: 3 clusters Score -5347465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -5347466.000000 Penalty: 1033.440918
	Iteration 60F: 3 clusters Score -5347466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -5347466.500000 Penalty: 1033.440918
	Iteration 61Q: 3 clusters Score -5347466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -5347468.500000 Penalty: 1033.440918
	Iteration 62Q: 3 clusters Score -5347468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -5347471.000000 Penalty: 1033.440918
	Iteration 63Q: 3 clusters Score -5347471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -5347467.500000 Penalty: 1033.440918
	Iteration 64Q: 3 clusters Score -5347468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -5347465.500000 Penalty: 1033.440918
	Iteration 65Q: 3 clusters Score -5347466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -5347467.000000 Penalty: 1033.440918
	Iteration 66Q: 3 clusters Score -5347467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -5347468.500000 Penalty: 1033.440918
	Iteration 67Q: 3 clusters Score -5347468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -5347470.500000 Penalty: 1033.440918
	Iteration 68Q: 3 clusters Score -5347470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -5347468.000000 Penalty: 1033.440918
	Iteration 69Q: 3 clusters Score -5347468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -5347467.000000 Penalty: 1033.440918
	Iteration 70Q: 3 clusters Score -5347467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -5347462.500000 Penalty: 1033.440918
	Iteration 71Q: 3 clusters Score -5347462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -5347461.500000 Penalty: 1033.440918
	Iteration 72Q: 3 clusters Score -5347462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -5347460.500000 Penalty: 1033.440918
	Iteration 73Q: 3 clusters Score -5347460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -5347453.500000 Penalty: 1033.440918
	Iteration 74Q: 3 clusters Score -5347454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -5347459.000000 Penalty: 1033.440918
	Iteration 75Q: 3 clusters Score -5347459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -5347460.000000 Penalty: 1033.440918
	Iteration 76Q: 3 clusters Score -5347460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -5347457.500000 Penalty: 1033.440918
	Iteration 77Q: 3 clusters Score -5347458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -5347458.500000 Penalty: 1033.440918
	Iteration 78Q: 3 clusters Score -5347458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -5347461.500000 Penalty: 1033.440918
	Iteration 79Q: 3 clusters Score -5347462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -5347464.500000 Penalty: 1033.440918
	Iteration 80F: 3 clusters Score -5347464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -5347460.500000 Penalty: 1033.440918
	Iteration 81Q: 3 clusters Score -5347460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -5347464.000000 Penalty: 1033.440918
	Iteration 82Q: 3 clusters Score -5347464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -5347463.000000 Penalty: 1033.440918
	Iteration 83Q: 3 clusters Score -5347463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -5347463.000000 Penalty: 1033.440918
	Iteration 84Q: 3 clusters Score -5347463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -5347462.500000 Penalty: 1033.440918
	Iteration 85Q: 3 clusters Score -5347462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -5347466.500000 Penalty: 1033.440918
	Iteration 86Q: 3 clusters Score -5347466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -5347466.000000 Penalty: 1033.440918
	Iteration 87Q: 3 clusters Score -5347466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -5347462.500000 Penalty: 1033.440918
	Iteration 88Q: 3 clusters Score -5347462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -5347460.500000 Penalty: 1033.440918
	Iteration 89Q: 3 clusters Score -5347460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -5347462.000000 Penalty: 1033.440918
	Iteration 90Q: 3 clusters Score -5347462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -5347464.500000 Penalty: 1033.440918
	Iteration 91Q: 3 clusters Score -5347464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -5347467.000000 Penalty: 1033.440918
	Iteration 92Q: 3 clusters Score -5347467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -5347477.500000 Penalty: 1033.440918
	Iteration 93Q: 3 clusters Score -5347478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -5347476.500000 Penalty: 1033.440918
	Iteration 94Q: 3 clusters Score -5347476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -5347479.500000 Penalty: 1033.440918
	Iteration 95Q: 3 clusters Score -5347480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -5347479.000000 Penalty: 1033.440918
	Iteration 96Q: 3 clusters Score -5347479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -5347477.500000 Penalty: 1033.440918
	Iteration 97Q: 3 clusters Score -5347478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -5347478.500000 Penalty: 1033.440918
	Iteration 98Q: 3 clusters Score -5347478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -5347477.000000 Penalty: 1033.440918
	Iteration 99Q: 3 clusters Score -5347477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -5347478.000000 Penalty: 1033.440918
	Iteration 100F: 3 clusters Score -5347478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -5347475.500000 Penalty: 1033.440918
	Iteration 101Q: 3 clusters Score -5347476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -5347473.500000 Penalty: 1033.440918
	Iteration 102Q: 3 clusters Score -5347474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -5347478.000000 Penalty: 1033.440918
	Iteration 103Q: 3 clusters Score -5347478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -5347478.500000 Penalty: 1033.440918
	Iteration 104Q: 3 clusters Score -5347478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -5347477.000000 Penalty: 1033.440918
	Iteration 105Q: 3 clusters Score -5347477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -5347478.000000 Penalty: 1033.440918
	Iteration 106Q: 3 clusters Score -5347478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -5347474.500000 Penalty: 1033.440918
	Iteration 107Q: 3 clusters Score -5347474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -5347470.500000 Penalty: 1033.440918
	Iteration 108Q: 3 clusters Score -5347470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -5347473.000000 Penalty: 1033.440918
	Iteration 109Q: 3 clusters Score -5347473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -5347468.500000 Penalty: 1033.440918
	Iteration 110Q: 3 clusters Score -5347468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -5347468.500000 Penalty: 1033.440918
	Iteration 111F: 3 clusters Score -5347468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26191.125000 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26191.12 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26372.644531 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26372.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26459.408203 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26459.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26509.277344 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -26509.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26523.232422 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26523.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26526.669922 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26526.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26531.037109 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26531.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26538.103516 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26548.437500 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26548.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26568.082031 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26568.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26579.500000 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26588.447266 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26588.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26600.328125 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26600.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26600.669922 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26600.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26601.949219 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -26601.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26602.222656 Penalty: 549.879639
	Iteration 15Q: 3 clusters Score -26602.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26602.222656 Penalty: 549.879639
	Iteration 16F: 3 clusters Score -26602.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -249590.328125 Penalty: 376.645386
	Iteration 0F: 2 clusters Score -249590.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -246943.453125 Penalty: 753.290771
	Iteration 0F: 3 clusters Score -246943.5 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -247802.890625 Penalty: 753.290771
	Iteration 1F: 3 clusters Score -247802.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -247909.375000 Penalty: 753.290771
	Iteration 2F: 3 clusters Score -247909.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -248035.296875 Penalty: 753.290771
	Iteration 3F: 3 clusters Score -248035.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -248178.015625 Penalty: 753.290771
	Iteration 4F: 3 clusters Score -248178 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248348.265625 Penalty: 753.290771
	Iteration 5F: 3 clusters Score -248348.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -248554.953125 Penalty: 753.290771
	Iteration 6F: 3 clusters Score -248555 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -248766.406250 Penalty: 753.290771
	Iteration 7F: 3 clusters Score -248766.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -248961.281250 Penalty: 753.290771
	Iteration 8F: 3 clusters Score -248961.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -249073.906250 Penalty: 753.290771
	Iteration 9Q: 3 clusters Score -249073.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -249142.843750 Penalty: 753.290771
	Iteration 10Q: 3 clusters Score -249142.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -249184.343750 Penalty: 753.290771
	Iteration 11Q: 3 clusters Score -249184.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -249206.375000 Penalty: 753.290771
	Iteration 12Q: 3 clusters Score -249206.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -249217.812500 Penalty: 753.290771
	Iteration 13Q: 3 clusters Score -249217.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -249226.906250 Penalty: 753.290771
	Iteration 14Q: 3 clusters Score -249226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -249232.546875 Penalty: 753.290771
	Iteration 15Q: 3 clusters Score -249232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -249238.453125 Penalty: 753.290771
	Iteration 16Q: 3 clusters Score -249238.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -249247.031250 Penalty: 753.290771
	Iteration 17Q: 3 clusters Score -249247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -249255.109375 Penalty: 753.290771
	Iteration 18Q: 3 clusters Score -249255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -249261.843750 Penalty: 753.290771
	Iteration 19Q: 3 clusters Score -249261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -249268.375000 Penalty: 753.290771
	Iteration 20F: 3 clusters Score -249268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -249270.578125 Penalty: 753.290771
	Iteration 21Q: 3 clusters Score -249270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -249272.734375 Penalty: 753.290771
	Iteration 22Q: 3 clusters Score -249272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -249274.437500 Penalty: 753.290771
	Iteration 23Q: 3 clusters Score -249274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -249276.187500 Penalty: 753.290771
	Iteration 24Q: 3 clusters Score -249276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -249276.484375 Penalty: 753.290771
	Iteration 25Q: 3 clusters Score -249276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -249277.921875 Penalty: 753.290771
	Iteration 26Q: 3 clusters Score -249277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -249278.687500 Penalty: 753.290771
	Iteration 27Q: 3 clusters Score -249278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -249278.687500 Penalty: 753.290771
	Iteration 28F: 3 clusters Score -249278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Entering Unmasked Estep 
Score: -2016469.000000 Penalty: 471.714325
	Iteration 0F: 2 clusters Score -2016469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1995279.125000 Penalty: 943.428650
	Iteration 0F: 3 clusters Score -1995279 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2004619.500000 Penalty: 943.428650
	Iteration 1F: 3 clusters Score -2004620 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2005308.375000 Penalty: 943.428650
	Iteration 2Q: 3 clusters Score -2005308 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2006446.375000 Penalty: 943.428650
	Iteration 3F: 3 clusters Score -2006446 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2008300.500000 Penalty: 943.428650
	Iteration 4F: 3 clusters Score -2008300 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2010324.750000 Penalty: 943.428650
	Iteration 5F: 3 clusters Score -2010325 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2011671.875000 Penalty: 943.428650
	Iteration 6F: 3 clusters Score -2011672 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2012244.875000 Penalty: 943.428650
	Iteration 7Q: 3 clusters Score -2012245 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2012562.375000 Penalty: 943.428650
	Iteration 8Q: 3 clusters Score -2012562 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2012825.750000 Penalty: 943.428650
	Iteration 9Q: 3 clusters Score -2012826 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2013072.500000 Penalty: 943.428650
	Iteration 10Q: 3 clusters Score -2013072 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2013338.375000 Penalty: 943.428650
	Iteration 11Q: 3 clusters Score -2013338 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2013583.000000 Penalty: 943.428650
	Iteration 12Q: 3 clusters Score -2013583 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2013812.000000 Penalty: 943.428650
	Iteration 13Q: 3 clusters Score -2013812 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2014043.125000 Penalty: 943.428650
	Iteration 14Q: 3 clusters Score -2014043 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2014249.125000 Penalty: 943.428650
	Iteration 15Q: 3 clusters Score -2014249 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -2014445.625000 Penalty: 943.428650
	Iteration 16Q: 3 clusters Score -2014446 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -2014633.250000 Penalty: 943.428650
	Iteration 17Q: 3 clusters Score -2014633 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2014794.125000 Penalty: 943.428650
	Iteration 18Q: 3 clusters Score -2014794 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -2014949.250000 Penalty: 943.428650
	Iteration 19Q: 3 clusters Score -2014949 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -2015085.125000 Penalty: 943.428650
	Iteration 20F: 3 clusters Score -2015085 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -2015202.625000 Penalty: 943.428650
	Iteration 21Q: 3 clusters Score -2015203 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -2015312.125000 Penalty: 943.428650
	Iteration 22Q: 3 clusters Score -2015312 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -2015412.250000 Penalty: 943.428650
	Iteration 23Q: 3 clusters Score -2015412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -2015510.125000 Penalty: 943.428650
	Iteration 24Q: 3 clusters Score -2015510 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -2015592.250000 Penalty: 943.428650
	Iteration 25Q: 3 clusters Score -2015592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2015672.875000 Penalty: 943.428650
	Iteration 26Q: 3 clusters Score -2015673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -2015741.500000 Penalty: 943.428650
	Iteration 27Q: 3 clusters Score -2015742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -2015791.375000 Penalty: 943.428650
	Iteration 28Q: 3 clusters Score -2015791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -2015838.375000 Penalty: 943.428650
	Iteration 29Q: 3 clusters Score -2015838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -2015877.375000 Penalty: 943.428650
	Iteration 30Q: 3 clusters Score -2015877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -2015899.250000 Penalty: 943.428650
	Iteration 31Q: 3 clusters Score -2015899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -2015914.750000 Penalty: 943.428650
	Iteration 32Q: 3 clusters Score -2015915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -2015934.625000 Penalty: 943.428650
	Iteration 33Q: 3 clusters Score -2015935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -2015946.625000 Penalty: 943.428650
	Iteration 34Q: 3 clusters Score -2015947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -2015963.000000 Penalty: 943.428650
	Iteration 35Q: 3 clusters Score -2015963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -2015972.875000 Penalty: 943.428650
	Iteration 36Q: 3 clusters Score -2015973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -2015983.375000 Penalty: 943.428650
	Iteration 37Q: 3 clusters Score -2015983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -2015997.250000 Penalty: 943.428650
	Iteration 38Q: 3 clusters Score -2015997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -2016003.125000 Penalty: 943.428650
	Iteration 39Q: 3 clusters Score -2016003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -2016008.250000 Penalty: 943.428650
	Iteration 40F: 3 clusters Score -2016008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -2016013.000000 Penalty: 943.428650
	Iteration 41Q: 3 clusters Score -2016013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -2016018.500000 Penalty: 943.428650
	Iteration 42Q: 3 clusters Score -2016018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -2016026.875000 Penalty: 943.428650
	Iteration 43Q: 3 clusters Score -2016027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -2016032.500000 Penalty: 943.428650
	Iteration 44Q: 3 clusters Score -2016032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -2016037.375000 Penalty: 943.428650
	Iteration 45Q: 3 clusters Score -2016037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2016040.000000 Penalty: 943.428650
	Iteration 46Q: 3 clusters Score -2016040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -2016044.750000 Penalty: 943.428650
	Iteration 47Q: 3 clusters Score -2016045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -2016049.625000 Penalty: 943.428650
	Iteration 48Q: 3 clusters Score -2016050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -2016052.500000 Penalty: 943.428650
	Iteration 49Q: 3 clusters Score -2016052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -2016054.000000 Penalty: 943.428650
	Iteration 50Q: 3 clusters Score -2016054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -2016057.000000 Penalty: 943.428650
	Iteration 51Q: 3 clusters Score -2016057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -2016059.000000 Penalty: 943.428650
	Iteration 52Q: 3 clusters Score -2016059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -2016059.625000 Penalty: 943.428650
	Iteration 53Q: 3 clusters Score -2016060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -2016058.625000 Penalty: 943.428650
	Iteration 54Q: 3 clusters Score -2016059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -2016059.500000 Penalty: 943.428650
	Iteration 55Q: 3 clusters Score -2016060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -2016057.750000 Penalty: 943.428650
	Iteration 56Q: 3 clusters Score -2016058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -2016057.750000 Penalty: 943.428650
	Iteration 57F: 3 clusters Score -2016058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Entering Unmasked Estep 
Score: -5501008.500000 Penalty: 519.174438
	Iteration 0F: 2 clusters Score -5501008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -5440839.000000 Penalty: 1038.348877
	Iteration 0F: 3 clusters Score -5440839 nChanged 44222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -5469914.500000 Penalty: 1038.348877
	Iteration 1F: 3 clusters Score -5469914 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -5473748.500000 Penalty: 1038.348877
	Iteration 2F: 3 clusters Score -5473748 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -5479041.000000 Penalty: 1038.348877
	Iteration 3F: 3 clusters Score -5479041 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -5485249.000000 Penalty: 1038.348877
	Iteration 4F: 3 clusters Score -5485249 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -5490002.000000 Penalty: 1038.348877
	Iteration 5F: 3 clusters Score -5490002 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -5492290.000000 Penalty: 1038.348877
	Iteration 6Q: 3 clusters Score -5492290 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -5493234.500000 Penalty: 1038.348877
	Iteration 7Q: 3 clusters Score -5493234 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -5493870.500000 Penalty: 1038.348877
	Iteration 8Q: 3 clusters Score -5493870 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -5494440.500000 Penalty: 1038.348877
	Iteration 9Q: 3 clusters Score -5494440 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -5494940.500000 Penalty: 1038.348877
	Iteration 10Q: 3 clusters Score -5494940 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -5495385.500000 Penalty: 1038.348877
	Iteration 11Q: 3 clusters Score -5495386 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5495764 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5496119 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5496504 nChanged 1093
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5496850 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5497110 nChanged 1019
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5497392 nChanged 960
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5497621 nChanged 912
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5497842 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5498060 nChanged 866
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5498301 nChanged 864
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5498496 nChanged 793
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5498698 nChanged 782
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5498893 nChanged 806
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5499102 nChanged 846
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5499321 nChanged 762
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5499492 nChanged 766
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5499661 nChanged 740
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Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5499790 nChanged 730
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5499968 nChanged 714
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Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5500114 nChanged 696
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5500248 nChanged 684
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Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5500346 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5500440 nChanged 581
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Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5500542 nChanged 573
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5500654 nChanged 512
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5500731 nChanged 453
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Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5500802 nChanged 438
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Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5500856 nChanged 381
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Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5500906 nChanged 325
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Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5500960 nChanged 283
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Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5500985 nChanged 267
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Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5501001 nChanged 270
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Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5501049 nChanged 241
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Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5501073 nChanged 222
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Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5501106 nChanged 199
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Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5501138 nChanged 166
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Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5501138 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 1038.348877
	Iteration 49Q: 3 clusters Score -5501140 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5501155 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5501158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5501163 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5501168 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5501140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5501157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5501164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5501163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -5501177.000000 Penalty: 1038.348877
	Iteration 58Q: 3 clusters Score -5501177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5501166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -5501179.000000 Penalty: 1038.348877
	Iteration 60F: 3 clusters Score -5501179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -5501174.500000 Penalty: 1038.348877
	Iteration 61Q: 3 clusters Score -5501174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5501178 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5501176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5501172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5501166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5501158 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -5501151.500000 Penalty: 1038.348877
	Iteration 67Q: 3 clusters Score -5501152 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5501153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5501156 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 88882 members 
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	Iteration 70Q: 3 clusters Score -5501154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5501156 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5501153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -5501148.000000 Penalty: 1038.348877
	Iteration 73Q: 3 clusters Score -5501148 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5501152 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1330 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5501154 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1324 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5501152 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1319 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5501150 nChanged 4
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Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5501153 nChanged 9
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Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5501150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5501160 nChanged 18
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Mstep: Class 1 contains 1277 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5501160 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5501146 nChanged 11
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Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5501148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5501153 nChanged 3
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Mstep: Class 1 contains 1235 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5501156 nChanged 2
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Mstep: Class 1 contains 1233 members 
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	Iteration 86Q: 3 clusters Score -5501152 nChanged 3
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Mstep: Class 1 contains 1230 members 
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	Iteration 87Q: 3 clusters Score -5501156 nChanged 1
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	Iteration 88Q: 3 clusters Score -5501156 nChanged 2
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Mstep: Class 1 contains 1227 members 
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	Iteration 89Q: 3 clusters Score -5501156 nChanged 3
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Mstep: Class 1 contains 1224 members 
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	Iteration 90Q: 3 clusters Score -5501156 nChanged 2
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Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5501154 nChanged 4
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Mstep: Class 1 contains 1218 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5501150 nChanged 8
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Mstep: Class 1 contains 1210 members 
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	Iteration 93Q: 3 clusters Score -5501150 nChanged 5
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Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 89053 members 
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	Iteration 94Q: 3 clusters Score -5501153 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5501151 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5501147 nChanged 4
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Mstep: Class 1 contains 1192 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5501144 nChanged 3
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5501142 nChanged 4
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Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5501142 nChanged 4
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Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5501149 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5501150 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5501153 nChanged 3
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Entering Unmasked Estep 
Score: -5501152.000000 Penalty: 1038.348877
	Iteration 103Q: 3 clusters Score -5501152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
Score: -5501146.500000 Penalty: 1038.348877
	Iteration 104Q: 3 clusters Score -5501146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -5501147.000000 Penalty: 1038.348877
	Iteration 105Q: 3 clusters Score -5501147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 89109 members 
Entering Unmasked Estep 
Score: -5501143.000000 Penalty: 1038.348877
	Iteration 106Q: 3 clusters Score -5501143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 89114 members 
Entering Unmasked Estep 
Score: -5501137.500000 Penalty: 1038.348877
	Iteration 107Q: 3 clusters Score -5501138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -5501145.500000 Penalty: 1038.348877
	Iteration 108Q: 3 clusters Score -5501146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -5501141.000000 Penalty: 1038.348877
	Iteration 109Q: 3 clusters Score -5501141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -5501143.500000 Penalty: 1038.348877
	Iteration 110Q: 3 clusters Score -5501144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -5501142.500000 Penalty: 1038.348877
	Iteration 111Q: 3 clusters Score -5501142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -5501143.000000 Penalty: 1038.348877
	Iteration 112Q: 3 clusters Score -5501143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 1038.348877
	Iteration 113Q: 3 clusters Score -5501140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -5501146.000000 Penalty: 1038.348877
	Iteration 114Q: 3 clusters Score -5501146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -5501143.000000 Penalty: 1038.348877
	Iteration 115Q: 3 clusters Score -5501143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -5501144.500000 Penalty: 1038.348877
	Iteration 116Q: 3 clusters Score -5501144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -5501145.500000 Penalty: 1038.348877
	Iteration 117Q: 3 clusters Score -5501146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -5501143.500000 Penalty: 1038.348877
	Iteration 118Q: 3 clusters Score -5501144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 1038.348877
	Iteration 119Q: 3 clusters Score -5501140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -5501143.000000 Penalty: 1038.348877
	Iteration 120F: 3 clusters Score -5501143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -5501144.500000 Penalty: 1038.348877
	Iteration 121Q: 3 clusters Score -5501144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -5501143.000000 Penalty: 1038.348877
	Iteration 122Q: 3 clusters Score -5501143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -5501142.500000 Penalty: 1038.348877
	Iteration 123Q: 3 clusters Score -5501142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 1038.348877
	Iteration 124Q: 3 clusters Score -5501140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 1038.348877
	Iteration 125F: 3 clusters Score -5501140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 89188 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286796.000000 Penalty: 37422.929688
Splitting cluster 18 changes total score from -53286988.000000 to -53286796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -49232.980469 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -49232.98 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 385 members 
Entering Unmasked Estep 
Score: -48590.074219 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -48590.07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48727.371094 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -48727.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48765.441406 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -48765.44 nChanged 30
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: -48789.140625 Penalty: 599.717407
	Iteration 3Q: 3 clusters Score -48789.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48808.453125 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -48808.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48824.421875 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -48824.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48836.644531 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -48836.64 nChanged 13
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: -48847.023438 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -48847.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48855.515625 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -48855.52 nChanged 9
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: -48864.378906 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -48864.38 nChanged 16
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: -48876.398438 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -48876.4 nChanged 9
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: -48883.343750 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -48883.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48886.683594 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -48886.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48890.703125 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -48890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48894.054688 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -48894.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48897.359375 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -48897.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48898.472656 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -48898.47 nChanged 2
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: -48900.234375 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -48900.23 nChanged 4
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: -48902.527344 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -48902.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -48904.621094 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -48904.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -48905.765625 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -48905.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -48908.210938 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -48908.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -48911.941406 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -48911.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -48914.148438 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -48914.15 nChanged 4
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: -48916.371094 Penalty: 599.717407
	Iteration 24Q: 3 clusters Score -48916.37 nChanged 2
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: -48917.261719 Penalty: 599.717407
	Iteration 25Q: 3 clusters Score -48917.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -48917.585938 Penalty: 599.717407
	Iteration 26Q: 3 clusters Score -48917.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -48917.585938 Penalty: 599.717407
	Iteration 27F: 3 clusters Score -48917.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -67367.218750 Penalty: 319.702423
	Iteration 0F: 2 clusters Score -67367.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66485.984375 Penalty: 639.404846
	Iteration 0F: 3 clusters Score -66485.98 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66743.914062 Penalty: 639.404846
	Iteration 1F: 3 clusters Score -66743.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66802.656250 Penalty: 639.404846
	Iteration 2F: 3 clusters Score -66802.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66843.140625 Penalty: 639.404846
	Iteration 3F: 3 clusters Score -66843.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66875.234375 Penalty: 639.404846
	Iteration 4F: 3 clusters Score -66875.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66903.320312 Penalty: 639.404846
	Iteration 5Q: 3 clusters Score -66903.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66922.437500 Penalty: 639.404846
	Iteration 6Q: 3 clusters Score -66922.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -66949.859375 Penalty: 639.404846
	Iteration 7Q: 3 clusters Score -66949.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -66962.437500 Penalty: 639.404846
	Iteration 8Q: 3 clusters Score -66962.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -66970.023438 Penalty: 639.404846
	Iteration 9Q: 3 clusters Score -66970.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66975.804688 Penalty: 639.404846
	Iteration 10Q: 3 clusters Score -66975.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -66982.164062 Penalty: 639.404846
	Iteration 11Q: 3 clusters Score -66982.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66992.515625 Penalty: 639.404846
	Iteration 12Q: 3 clusters Score -66992.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -66999.437500 Penalty: 639.404846
	Iteration 13Q: 3 clusters Score -66999.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -67010.906250 Penalty: 639.404846
	Iteration 14Q: 3 clusters Score -67010.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -67025.898438 Penalty: 639.404846
	Iteration 15Q: 3 clusters Score -67025.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -67035.265625 Penalty: 639.404846
	Iteration 16Q: 3 clusters Score -67035.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67048.656250 Penalty: 639.404846
	Iteration 17Q: 3 clusters Score -67048.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -67062.164062 Penalty: 639.404846
	Iteration 18Q: 3 clusters Score -67062.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -67069.164062 Penalty: 639.404846
	Iteration 19Q: 3 clusters Score -67069.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -67078.320312 Penalty: 639.404846
	Iteration 20F: 3 clusters Score -67078.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -67086.632812 Penalty: 639.404846
	Iteration 21Q: 3 clusters Score -67086.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -67089.890625 Penalty: 639.404846
	Iteration 22Q: 3 clusters Score -67089.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -67093.953125 Penalty: 639.404846
	Iteration 23Q: 3 clusters Score -67093.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -67103.460938 Penalty: 639.404846
	Iteration 24Q: 3 clusters Score -67103.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -67112.757812 Penalty: 639.404846
	Iteration 25Q: 3 clusters Score -67112.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -67118.296875 Penalty: 639.404846
	Iteration 26Q: 3 clusters Score -67118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -67124.718750 Penalty: 639.404846
	Iteration 27Q: 3 clusters Score -67124.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67128.406250 Penalty: 639.404846
	Iteration 28Q: 3 clusters Score -67128.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -67130.937500 Penalty: 639.404846
	Iteration 29Q: 3 clusters Score -67130.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -67132.984375 Penalty: 639.404846
	Iteration 30Q: 3 clusters Score -67132.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -67138.156250 Penalty: 639.404846
	Iteration 31Q: 3 clusters Score -67138.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -67142.007812 Penalty: 639.404846
	Iteration 32Q: 3 clusters Score -67142.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -67148.773438 Penalty: 639.404846
	Iteration 33Q: 3 clusters Score -67148.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67153.179688 Penalty: 639.404846
	Iteration 34Q: 3 clusters Score -67153.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67156.632812 Penalty: 639.404846
	Iteration 35Q: 3 clusters Score -67156.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -67158.468750 Penalty: 639.404846
	Iteration 36Q: 3 clusters Score -67158.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -67160.898438 Penalty: 639.404846
	Iteration 37Q: 3 clusters Score -67160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -67161.632812 Penalty: 639.404846
	Iteration 38Q: 3 clusters Score -67161.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -67161.773438 Penalty: 639.404846
	Iteration 39Q: 3 clusters Score -67161.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67162.164062 Penalty: 639.404846
	Iteration 40F: 3 clusters Score -67162.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (96863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Entering Unmasked Estep 
Score: -6012827.500000 Penalty: 522.387878
	Iteration 0F: 2 clusters Score -6012828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -5950709.000000 Penalty: 1044.775757
	Iteration 0F: 3 clusters Score -5950709 nChanged 47477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -5983140.000000 Penalty: 1044.775757
	Iteration 1F: 3 clusters Score -5983140 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -5987937.000000 Penalty: 1044.775757
	Iteration 2F: 3 clusters Score -5987937 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -5994442.000000 Penalty: 1044.775757
	Iteration 3F: 3 clusters Score -5994442 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -6000373.500000 Penalty: 1044.775757
	Iteration 4F: 3 clusters Score -6000374 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -6002782.500000 Penalty: 1044.775757
	Iteration 5F: 3 clusters Score -6002782 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -6003376.500000 Penalty: 1044.775757
	Iteration 6Q: 3 clusters Score -6003376 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -6003473.500000 Penalty: 1044.775757
	Iteration 7Q: 3 clusters Score -6003474 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -6003651.500000 Penalty: 1044.775757
	Iteration 8Q: 3 clusters Score -6003652 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -6003710.500000 Penalty: 1044.775757
	Iteration 9Q: 3 clusters Score -6003710 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -6003824.000000 Penalty: 1044.775757
	Iteration 10Q: 3 clusters Score -6003824 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -6003921.500000 Penalty: 1044.775757
	Iteration 11Q: 3 clusters Score -6003922 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -6003926.000000 Penalty: 1044.775757
	Iteration 12Q: 3 clusters Score -6003926 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -6003907.000000 Penalty: 1044.775757
	Iteration 13Q: 3 clusters Score -6003907 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -6003890.500000 Penalty: 1044.775757
	Iteration 14Q: 3 clusters Score -6003890 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -6003888.500000 Penalty: 1044.775757
	Iteration 15Q: 3 clusters Score -6003888 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -6003867.000000 Penalty: 1044.775757
	Iteration 16Q: 3 clusters Score -6003867 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -6003799.500000 Penalty: 1044.775757
	Iteration 17Q: 3 clusters Score -6003800 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -6003790.000000 Penalty: 1044.775757
	Iteration 18Q: 3 clusters Score -6003790 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -6003762.000000 Penalty: 1044.775757
	Iteration 19Q: 3 clusters Score -6003762 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -6003822.500000 Penalty: 1044.775757
	Iteration 20F: 3 clusters Score -6003822 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -6003800.500000 Penalty: 1044.775757
	Iteration 21Q: 3 clusters Score -6003800 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6003845.500000 Penalty: 1044.775757
	Iteration 22Q: 3 clusters Score -6003846 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -6003900.000000 Penalty: 1044.775757
	Iteration 23Q: 3 clusters Score -6003900 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -6004000.000000 Penalty: 1044.775757
	Iteration 24Q: 3 clusters Score -6004000 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6004130.000000 Penalty: 1044.775757
	Iteration 25Q: 3 clusters Score -6004130 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6004201.500000 Penalty: 1044.775757
	Iteration 26Q: 3 clusters Score -6004202 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -6004314.000000 Penalty: 1044.775757
	Iteration 27Q: 3 clusters Score -6004314 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -6004416.000000 Penalty: 1044.775757
	Iteration 28Q: 3 clusters Score -6004416 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -6004543.000000 Penalty: 1044.775757
	Iteration 29Q: 3 clusters Score -6004543 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -6004720.500000 Penalty: 1044.775757
	Iteration 30Q: 3 clusters Score -6004720 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -6004821.000000 Penalty: 1044.775757
	Iteration 31Q: 3 clusters Score -6004821 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -6004912.500000 Penalty: 1044.775757
	Iteration 32Q: 3 clusters Score -6004912 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -6005037.000000 Penalty: 1044.775757
	Iteration 33Q: 3 clusters Score -6005037 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -6005158.500000 Penalty: 1044.775757
	Iteration 34Q: 3 clusters Score -6005158 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -6005260.000000 Penalty: 1044.775757
	Iteration 35Q: 3 clusters Score -6005260 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -6005384.000000 Penalty: 1044.775757
	Iteration 36Q: 3 clusters Score -6005384 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -6005479.500000 Penalty: 1044.775757
	Iteration 37Q: 3 clusters Score -6005480 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -6005600.000000 Penalty: 1044.775757
	Iteration 38Q: 3 clusters Score -6005600 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6005674.500000 Penalty: 1044.775757
	Iteration 39Q: 3 clusters Score -6005674 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -6005717.500000 Penalty: 1044.775757
	Iteration 40F: 3 clusters Score -6005718 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -6005792.500000 Penalty: 1044.775757
	Iteration 41Q: 3 clusters Score -6005792 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -6005859.500000 Penalty: 1044.775757
	Iteration 42Q: 3 clusters Score -6005860 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -6005924.500000 Penalty: 1044.775757
	Iteration 43Q: 3 clusters Score -6005924 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -6005953.500000 Penalty: 1044.775757
	Iteration 44Q: 3 clusters Score -6005954 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -6005991.500000 Penalty: 1044.775757
	Iteration 45Q: 3 clusters Score -6005992 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -6006056.000000 Penalty: 1044.775757
	Iteration 46Q: 3 clusters Score -6006056 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -6006114.000000 Penalty: 1044.775757
	Iteration 47Q: 3 clusters Score -6006114 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6006194.000000 Penalty: 1044.775757
	Iteration 48Q: 3 clusters Score -6006194 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -6006269.000000 Penalty: 1044.775757
	Iteration 49Q: 3 clusters Score -6006269 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6006372.000000 Penalty: 1044.775757
	Iteration 50Q: 3 clusters Score -6006372 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -6006441.000000 Penalty: 1044.775757
	Iteration 51Q: 3 clusters Score -6006441 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6006599.000000 Penalty: 1044.775757
	Iteration 52Q: 3 clusters Score -6006599 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6006756.000000 Penalty: 1044.775757
	Iteration 53Q: 3 clusters Score -6006756 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -6006907.500000 Penalty: 1044.775757
	Iteration 54Q: 3 clusters Score -6006908 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6007060.500000 Penalty: 1044.775757
	Iteration 55Q: 3 clusters Score -6007060 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -6007245.000000 Penalty: 1044.775757
	Iteration 56Q: 3 clusters Score -6007245 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -6007496.000000 Penalty: 1044.775757
	Iteration 57Q: 3 clusters Score -6007496 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -6007748.500000 Penalty: 1044.775757
	Iteration 58Q: 3 clusters Score -6007748 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6008014.000000 Penalty: 1044.775757
	Iteration 59Q: 3 clusters Score -6008014 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -6008293.500000 Penalty: 1044.775757
	Iteration 60F: 3 clusters Score -6008294 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -6008514.500000 Penalty: 1044.775757
	Iteration 61Q: 3 clusters Score -6008514 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -6008718.000000 Penalty: 1044.775757
	Iteration 62Q: 3 clusters Score -6008718 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -6008925.500000 Penalty: 1044.775757
	Iteration 63Q: 3 clusters Score -6008926 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -6009114.500000 Penalty: 1044.775757
	Iteration 64Q: 3 clusters Score -6009114 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -6009285.500000 Penalty: 1044.775757
	Iteration 65Q: 3 clusters Score -6009286 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -6009422.000000 Penalty: 1044.775757
	Iteration 66Q: 3 clusters Score -6009422 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -6009527.500000 Penalty: 1044.775757
	Iteration 67Q: 3 clusters Score -6009528 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -6009652.000000 Penalty: 1044.775757
	Iteration 68Q: 3 clusters Score -6009652 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -6009805.000000 Penalty: 1044.775757
	Iteration 69Q: 3 clusters Score -6009805 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85878 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -6009926.500000 Penalty: 1044.775757
	Iteration 70Q: 3 clusters Score -6009926 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -6010047.500000 Penalty: 1044.775757
	Iteration 71Q: 3 clusters Score -6010048 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -6010145.000000 Penalty: 1044.775757
	Iteration 72Q: 3 clusters Score -6010145 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -6010267.000000 Penalty: 1044.775757
	Iteration 73Q: 3 clusters Score -6010267 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -6010371.500000 Penalty: 1044.775757
	Iteration 74Q: 3 clusters Score -6010372 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -6010468.500000 Penalty: 1044.775757
	Iteration 75Q: 3 clusters Score -6010468 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -6010559.000000 Penalty: 1044.775757
	Iteration 76Q: 3 clusters Score -6010559 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6010705.000000 Penalty: 1044.775757
	Iteration 77Q: 3 clusters Score -6010705 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6010833.000000 Penalty: 1044.775757
	Iteration 78Q: 3 clusters Score -6010833 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -6010943.000000 Penalty: 1044.775757
	Iteration 79Q: 3 clusters Score -6010943 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6011049.500000 Penalty: 1044.775757
	Iteration 80F: 3 clusters Score -6011050 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -6011094.000000 Penalty: 1044.775757
	Iteration 81Q: 3 clusters Score -6011094 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -6011145.000000 Penalty: 1044.775757
	Iteration 82Q: 3 clusters Score -6011145 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6011224.500000 Penalty: 1044.775757
	Iteration 83Q: 3 clusters Score -6011224 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6011289.500000 Penalty: 1044.775757
	Iteration 84Q: 3 clusters Score -6011290 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6011376.500000 Penalty: 1044.775757
	Iteration 85Q: 3 clusters Score -6011376 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -6011458.500000 Penalty: 1044.775757
	Iteration 86Q: 3 clusters Score -6011458 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -6011504.500000 Penalty: 1044.775757
	Iteration 87Q: 3 clusters Score -6011504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6011552.500000 Penalty: 1044.775757
	Iteration 88Q: 3 clusters Score -6011552 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6011597.500000 Penalty: 1044.775757
	Iteration 89Q: 3 clusters Score -6011598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6011638.000000 Penalty: 1044.775757
	Iteration 90Q: 3 clusters Score -6011638 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6011654.500000 Penalty: 1044.775757
	Iteration 91Q: 3 clusters Score -6011654 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6011711.500000 Penalty: 1044.775757
	Iteration 92Q: 3 clusters Score -6011712 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6011766.500000 Penalty: 1044.775757
	Iteration 93Q: 3 clusters Score -6011766 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6011791.500000 Penalty: 1044.775757
	Iteration 94Q: 3 clusters Score -6011792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6011811.000000 Penalty: 1044.775757
	Iteration 95Q: 3 clusters Score -6011811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6011842.000000 Penalty: 1044.775757
	Iteration 96Q: 3 clusters Score -6011842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6011866.500000 Penalty: 1044.775757
	Iteration 97Q: 3 clusters Score -6011866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6011897.000000 Penalty: 1044.775757
	Iteration 98Q: 3 clusters Score -6011897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6011918.500000 Penalty: 1044.775757
	Iteration 99Q: 3 clusters Score -6011918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94450 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6011935.000000 Penalty: 1044.775757
	Iteration 100F: 3 clusters Score -6011935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6011942.000000 Penalty: 1044.775757
	Iteration 101Q: 3 clusters Score -6011942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6011970.000000 Penalty: 1044.775757
	Iteration 102Q: 3 clusters Score -6011970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6012011.000000 Penalty: 1044.775757
	Iteration 103Q: 3 clusters Score -6012011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6012028.000000 Penalty: 1044.775757
	Iteration 104Q: 3 clusters Score -6012028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6012040.500000 Penalty: 1044.775757
	Iteration 105Q: 3 clusters Score -6012040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6012055.500000 Penalty: 1044.775757
	Iteration 106Q: 3 clusters Score -6012056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6012065.500000 Penalty: 1044.775757
	Iteration 107Q: 3 clusters Score -6012066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6012067.500000 Penalty: 1044.775757
	Iteration 108Q: 3 clusters Score -6012068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6012086.000000 Penalty: 1044.775757
	Iteration 109Q: 3 clusters Score -6012086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6012110.000000 Penalty: 1044.775757
	Iteration 110Q: 3 clusters Score -6012110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6012118.500000 Penalty: 1044.775757
	Iteration 111Q: 3 clusters Score -6012118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6012148.000000 Penalty: 1044.775757
	Iteration 112Q: 3 clusters Score -6012148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6012160.500000 Penalty: 1044.775757
	Iteration 113Q: 3 clusters Score -6012160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6012171.000000 Penalty: 1044.775757
	Iteration 114Q: 3 clusters Score -6012171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95089 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6012179.500000 Penalty: 1044.775757
	Iteration 115Q: 3 clusters Score -6012180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6012182.500000 Penalty: 1044.775757
	Iteration 116Q: 3 clusters Score -6012182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6012193.000000 Penalty: 1044.775757
	Iteration 117Q: 3 clusters Score -6012193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6012198.000000 Penalty: 1044.775757
	Iteration 118Q: 3 clusters Score -6012198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6012220.000000 Penalty: 1044.775757
	Iteration 119Q: 3 clusters Score -6012220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6012240.500000 Penalty: 1044.775757
	Iteration 120F: 3 clusters Score -6012240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6012253.500000 Penalty: 1044.775757
	Iteration 121Q: 3 clusters Score -6012254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6012261.500000 Penalty: 1044.775757
	Iteration 122Q: 3 clusters Score -6012262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6012275.500000 Penalty: 1044.775757
	Iteration 123Q: 3 clusters Score -6012276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6012295.000000 Penalty: 1044.775757
	Iteration 124Q: 3 clusters Score -6012295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6012303.500000 Penalty: 1044.775757
	Iteration 125Q: 3 clusters Score -6012304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6012318.500000 Penalty: 1044.775757
	Iteration 126Q: 3 clusters Score -6012318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6012323.500000 Penalty: 1044.775757
	Iteration 127Q: 3 clusters Score -6012324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6012326.000000 Penalty: 1044.775757
	Iteration 128Q: 3 clusters Score -6012326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6012328.500000 Penalty: 1044.775757
	Iteration 129Q: 3 clusters Score -6012328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6012326.500000 Penalty: 1044.775757
	Iteration 130Q: 3 clusters Score -6012326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6012325.500000 Penalty: 1044.775757
	Iteration 131Q: 3 clusters Score -6012326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6012327.500000 Penalty: 1044.775757
	Iteration 132Q: 3 clusters Score -6012328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6012320.000000 Penalty: 1044.775757
	Iteration 133Q: 3 clusters Score -6012320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6012326.500000 Penalty: 1044.775757
	Iteration 134Q: 3 clusters Score -6012326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6012325.500000 Penalty: 1044.775757
	Iteration 135Q: 3 clusters Score -6012326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6012333.500000 Penalty: 1044.775757
	Iteration 136Q: 3 clusters Score -6012334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6012328.000000 Penalty: 1044.775757
	Iteration 137Q: 3 clusters Score -6012328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6012344.500000 Penalty: 1044.775757
	Iteration 138Q: 3 clusters Score -6012344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6012346.500000 Penalty: 1044.775757
	Iteration 139Q: 3 clusters Score -6012346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6012345.000000 Penalty: 1044.775757
	Iteration 140F: 3 clusters Score -6012345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6012345.000000 Penalty: 1044.775757
	Iteration 141Q: 3 clusters Score -6012345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6012347.500000 Penalty: 1044.775757
	Iteration 142Q: 3 clusters Score -6012348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6012343.500000 Penalty: 1044.775757
	Iteration 143Q: 3 clusters Score -6012344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6012348.500000 Penalty: 1044.775757
	Iteration 144Q: 3 clusters Score -6012348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6012358.000000 Penalty: 1044.775757
	Iteration 145Q: 3 clusters Score -6012358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6012358.000000 Penalty: 1044.775757
	Iteration 146Q: 3 clusters Score -6012358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6012359.500000 Penalty: 1044.775757
	Iteration 147Q: 3 clusters Score -6012360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6012356.500000 Penalty: 1044.775757
	Iteration 148Q: 3 clusters Score -6012356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6012351.500000 Penalty: 1044.775757
	Iteration 149Q: 3 clusters Score -6012352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6012355.500000 Penalty: 1044.775757
	Iteration 150Q: 3 clusters Score -6012356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6012353.500000 Penalty: 1044.775757
	Iteration 151Q: 3 clusters Score -6012354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6012361.500000 Penalty: 1044.775757
	Iteration 152Q: 3 clusters Score -6012362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6012356.000000 Penalty: 1044.775757
	Iteration 153Q: 3 clusters Score -6012356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6012360.000000 Penalty: 1044.775757
	Iteration 154Q: 3 clusters Score -6012360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6012360.500000 Penalty: 1044.775757
	Iteration 155Q: 3 clusters Score -6012360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6012360.500000 Penalty: 1044.775757
	Iteration 156F: 3 clusters Score -6012360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -32360.480469 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -32360.48 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 206 members 
Entering Unmasked Estep 
Score: -31907.412109 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -31907.41 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32015.884766 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -32015.88 nChanged 37
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: -32050.519531 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -32050.52 nChanged 21
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: -32075.724609 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -32075.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32084.884766 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -32084.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32089.613281 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -32089.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32094.576172 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -32094.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32097.326172 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -32097.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32105.152344 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -32105.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32117.097656 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -32117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32122.673828 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -32122.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32125.417969 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -32125.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32128.685547 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -32128.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32129.640625 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -32129.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32130.212891 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -32130.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32130.212891 Penalty: 554.103088
	Iteration 15F: 3 clusters Score -32130.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -13353.687500 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -13353.69 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 124 members 
Entering Unmasked Estep 
Score: -13020.892578 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -13020.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13133.167969 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -13133.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13192.168945 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -13192.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13221.701172 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -13221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13254.427734 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -13254.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13295.926758 Penalty: 504.611145
	Iteration 5F: 3 clusters Score -13295.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13307.611328 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -13307.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13314.120117 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -13314.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13318.030273 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -13318.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13321.191406 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -13321.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13351.849609 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -13351.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13373.204102 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -13373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13393.085938 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -13393.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13398.152344 Penalty: 504.611145
	Iteration 13Q: 3 clusters Score -13398.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13424.369141 Penalty: 504.611145
	Iteration 14Q: 3 clusters Score -13424.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13431.224609 Penalty: 504.611145
	Iteration 15Q: 3 clusters Score -13431.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13452.489258 Penalty: 504.611145
	Iteration 16Q: 3 clusters Score -13452.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13453.754883 Penalty: 504.611145
	Iteration 17Q: 3 clusters Score -13453.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13455.466797 Penalty: 504.611145
	Iteration 18Q: 3 clusters Score -13455.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13456.555664 Penalty: 504.611145
	Iteration 19Q: 3 clusters Score -13456.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13459.953125 Penalty: 504.611145
	Iteration 20F: 3 clusters Score -13459.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 99 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 157 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286452.000000 Penalty: 37422.929688
Splitting cluster 23 changes total score from -53286988.000000 to -53286452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 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 147 members 
Entering Unmasked Estep 
Score: -18067.480469 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18067.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18155.873047 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18155.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18186.287109 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18186.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18218.414062 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -18218.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18235.800781 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18248.125000 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18248.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18264.898438 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18264.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18287.804688 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18298.943359 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18298.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18306.433594 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18306.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18307.865234 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18307.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18309.824219 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18309.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18309.824219 Penalty: 513.413574
	Iteration 12F: 3 clusters Score -18309.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -47952.519531 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -47952.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -47319.117188 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -47319.12 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -47628.476562 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -47628.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -47756.812500 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -47756.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47808.300781 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -47808.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47842.500000 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -47842.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -47856.578125 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -47856.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47862.355469 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -47862.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -47871.359375 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -47871.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -47874.761719 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -47874.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -47876.281250 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -47876.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47879.550781 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -47879.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -47882.765625 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -47882.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -47884.570312 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -47884.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47884.531250 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -47884.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47888.164062 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -47888.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47894.433594 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -47894.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47901.437500 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -47901.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47918.914062 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -47918.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -47922.113281 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -47922.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47924.308594 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -47924.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47925.843750 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -47925.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -47926.253906 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -47926.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47926.285156 Penalty: 609.990112
	Iteration 22Q: 3 clusters Score -47926.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47926.285156 Penalty: 609.990112
	Iteration 23F: 3 clusters Score -47926.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -285836.218750 Penalty: 383.100922
	Iteration 0F: 2 clusters Score -285836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -282805.812500 Penalty: 766.201843
	Iteration 0F: 3 clusters Score -282805.8 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -283916.468750 Penalty: 766.201843
	Iteration 1F: 3 clusters Score -283916.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -284083.125000 Penalty: 766.201843
	Iteration 2F: 3 clusters Score -284083.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -284330.312500 Penalty: 766.201843
	Iteration 3F: 3 clusters Score -284330.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284653.437500 Penalty: 766.201843
	Iteration 4F: 3 clusters Score -284653.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -284966.062500 Penalty: 766.201843
	Iteration 5F: 3 clusters Score -284966.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -285219.593750 Penalty: 766.201843
	Iteration 6Q: 3 clusters Score -285219.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -285350.093750 Penalty: 766.201843
	Iteration 7Q: 3 clusters Score -285350.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -285398.156250 Penalty: 766.201843
	Iteration 8Q: 3 clusters Score -285398.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -285426.531250 Penalty: 766.201843
	Iteration 9Q: 3 clusters Score -285426.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -285446.875000 Penalty: 766.201843
	Iteration 10Q: 3 clusters Score -285446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -285454.156250 Penalty: 766.201843
	Iteration 11Q: 3 clusters Score -285454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -285457.718750 Penalty: 766.201843
	Iteration 12Q: 3 clusters Score -285457.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -285462.031250 Penalty: 766.201843
	Iteration 13Q: 3 clusters Score -285462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -285464.281250 Penalty: 766.201843
	Iteration 14Q: 3 clusters Score -285464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -285466.562500 Penalty: 766.201843
	Iteration 15Q: 3 clusters Score -285466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -285468.093750 Penalty: 766.201843
	Iteration 16Q: 3 clusters Score -285468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -285471.156250 Penalty: 766.201843
	Iteration 17Q: 3 clusters Score -285471.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -285475.687500 Penalty: 766.201843
	Iteration 18Q: 3 clusters Score -285475.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -285478.718750 Penalty: 766.201843
	Iteration 19Q: 3 clusters Score -285478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -285480.187500 Penalty: 766.201843
	Iteration 20F: 3 clusters Score -285480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -285482.531250 Penalty: 766.201843
	Iteration 21Q: 3 clusters Score -285482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -285484.000000 Penalty: 766.201843
	Iteration 22Q: 3 clusters Score -285484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -285486.218750 Penalty: 766.201843
	Iteration 23Q: 3 clusters Score -285486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -285488.812500 Penalty: 766.201843
	Iteration 24Q: 3 clusters Score -285488.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -285492.625000 Penalty: 766.201843
	Iteration 25Q: 3 clusters Score -285492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -285494.687500 Penalty: 766.201843
	Iteration 26Q: 3 clusters Score -285494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -285495.343750 Penalty: 766.201843
	Iteration 27Q: 3 clusters Score -285495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -285495.968750 Penalty: 766.201843
	Iteration 28Q: 3 clusters Score -285496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -285496.593750 Penalty: 766.201843
	Iteration 29Q: 3 clusters Score -285496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -285498.062500 Penalty: 766.201843
	Iteration 30Q: 3 clusters Score -285498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -285499.156250 Penalty: 766.201843
	Iteration 31Q: 3 clusters Score -285499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -285499.156250 Penalty: 766.201843
	Iteration 32F: 3 clusters Score -285499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 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 71 members 
Entering Unmasked Estep 
Score: -7812.189453 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7812.189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7859.400879 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7859.401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7867.847656 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7867.848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7869.699219 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7869.699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7874.618164 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7874.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7876.088867 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7876.089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7880.317871 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7880.318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7885.777344 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -7885.777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7890.965332 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -7890.965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7897.214844 Penalty: 450.337158
	Iteration 9Q: 3 clusters Score -7897.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7897.214844 Penalty: 450.337158
	Iteration 10F: 3 clusters Score -7897.215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6820.458008 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6820.458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6886.797852 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6886.798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6902.547852 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -6902.548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6917.449219 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6917.449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6939.866699 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6939.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6953.051270 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -6953.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6989.946777 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -6989.947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6989.946777 Penalty: 432.576691
	Iteration 7F: 3 clusters Score -6989.947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -87425.656250 Penalty: 330.957275
	Iteration 0F: 2 clusters Score -87425.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -86320.953125 Penalty: 661.914551
	Iteration 0F: 3 clusters Score -86320.95 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -86694.046875 Penalty: 661.914551
	Iteration 1F: 3 clusters Score -86694.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -86827.476562 Penalty: 661.914551
	Iteration 2F: 3 clusters Score -86827.48 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -86958.992188 Penalty: 661.914551
	Iteration 3F: 3 clusters Score -86958.99 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -87054.351562 Penalty: 661.914551
	Iteration 4F: 3 clusters Score -87054.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -87126.632812 Penalty: 661.914551
	Iteration 5Q: 3 clusters Score -87126.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -87149.039062 Penalty: 661.914551
	Iteration 6Q: 3 clusters Score -87149.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -87158.679688 Penalty: 661.914551
	Iteration 7Q: 3 clusters Score -87158.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -87159.726562 Penalty: 661.914551
	Iteration 8Q: 3 clusters Score -87159.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -87160.226562 Penalty: 661.914551
	Iteration 9Q: 3 clusters Score -87160.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -87160.796875 Penalty: 661.914551
	Iteration 10Q: 3 clusters Score -87160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -87161.773438 Penalty: 661.914551
	Iteration 11Q: 3 clusters Score -87161.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -87161.890625 Penalty: 661.914551
	Iteration 12Q: 3 clusters Score -87161.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -87161.890625 Penalty: 661.914551
	Iteration 13F: 3 clusters Score -87161.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 165 members 
Entering Unmasked Estep 
Score: -19125.527344 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19125.53 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19245.212891 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19245.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19274.835938 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19274.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19300.042969 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -19300.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19321.703125 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19332.406250 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19332.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19339.978516 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19339.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19342.070312 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19342.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19344.246094 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19344.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19345.794922 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19345.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19349.271484 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19349.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19353.822266 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -19353.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19359.570312 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -19359.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19366.630859 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -19366.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19372.429688 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -19372.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19380.871094 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -19380.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19386.531250 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -19386.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19393.140625 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -19393.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19393.937500 Penalty: 524.632385
	Iteration 18Q: 3 clusters Score -19393.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19393.937500 Penalty: 524.632385
	Iteration 19F: 3 clusters Score -19393.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6636.963379 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6636.963 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 46 members 
Entering Unmasked Estep 
Score: -6434.475586 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -6434.476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6473.336426 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -6473.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6474.363770 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -6474.364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6474.363770 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -6474.364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -21881.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -21881.39 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 181 members 
Entering Unmasked Estep 
Score: -21441.251953 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21441.25 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21762.355469 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21762.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21883.769531 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -21883.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21966.712891 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -21966.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22017.855469 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22017.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22052.841797 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22052.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22082.701172 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22103.001953 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22117.886719 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22117.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22129.623047 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22129.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22140.365234 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22140.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22154.746094 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22154.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22168.117188 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22168.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22188.433594 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -22188.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22284.746094 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -22284.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22296.673828 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -22296.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22304.789062 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -22304.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22306.042969 Penalty: 546.578186
	Iteration 17Q: 3 clusters Score -22306.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22306.042969 Penalty: 546.578186
	Iteration 18F: 3 clusters Score -22306.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 216 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 190 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286772.000000 Penalty: 37422.929688
Splitting cluster 32 changes total score from -53286988.000000 to -53286772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32012.224609 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -32012.22 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32177.216797 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32177.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32225.642578 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32225.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32244.585938 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -32244.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32251.646484 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32251.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32254.884766 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32254.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32257.777344 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32257.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32258.613281 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32258.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32259.117188 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32259.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32260.164062 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32260.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32261.726562 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32261.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32264.558594 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -32264.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32265.820312 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -32265.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32273.060547 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -32273.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32289.582031 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -32289.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32304.621094 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -32304.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32312.695312 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -32312.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32319.875000 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -32319.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32332.939453 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -32332.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32363.554688 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -32363.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32413.070312 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -32413.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32458.332031 Penalty: 563.318665
	Iteration 21Q: 3 clusters Score -32458.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32482.025391 Penalty: 563.318665
	Iteration 22Q: 3 clusters Score -32482.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32495.914062 Penalty: 563.318665
	Iteration 23Q: 3 clusters Score -32495.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32498.695312 Penalty: 563.318665
	Iteration 24Q: 3 clusters Score -32498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32498.695312 Penalty: 563.318665
	Iteration 25F: 3 clusters Score -32498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 334 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 154 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286388.000000 Penalty: 37422.929688
Splitting cluster 33 changes total score from -53286988.000000 to -53286388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -66549.539062 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -66549.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -65669.835938 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -65669.84 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65963.742188 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -65963.74 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66059.101562 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -66059.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66117.437500 Penalty: 635.524902
	Iteration 3F: 3 clusters Score -66117.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66143.265625 Penalty: 635.524902
	Iteration 4Q: 3 clusters Score -66143.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66162.757812 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -66162.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66188.531250 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -66188.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66214.640625 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -66214.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66229.867188 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -66229.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66246.539062 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -66246.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66259.273438 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -66259.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66268.945312 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -66268.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66273.781250 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -66273.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66277.585938 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -66277.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66282.015625 Penalty: 635.524902
	Iteration 14Q: 3 clusters Score -66282.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66285.648438 Penalty: 635.524902
	Iteration 15Q: 3 clusters Score -66285.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66293.062500 Penalty: 635.524902
	Iteration 16Q: 3 clusters Score -66293.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66302.476562 Penalty: 635.524902
	Iteration 17Q: 3 clusters Score -66302.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66308.320312 Penalty: 635.524902
	Iteration 18Q: 3 clusters Score -66308.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66313.046875 Penalty: 635.524902
	Iteration 19Q: 3 clusters Score -66313.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66315.921875 Penalty: 635.524902
	Iteration 20F: 3 clusters Score -66315.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66317.765625 Penalty: 635.524902
	Iteration 21Q: 3 clusters Score -66317.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66318.015625 Penalty: 635.524902
	Iteration 22Q: 3 clusters Score -66318.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66318.179688 Penalty: 635.524902
	Iteration 23Q: 3 clusters Score -66318.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66318.351562 Penalty: 635.524902
	Iteration 24Q: 3 clusters Score -66318.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66318.796875 Penalty: 635.524902
	Iteration 25Q: 3 clusters Score -66318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66319.015625 Penalty: 635.524902
	Iteration 26Q: 3 clusters Score -66319.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66319.406250 Penalty: 635.524902
	Iteration 27Q: 3 clusters Score -66319.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66319.632812 Penalty: 635.524902
	Iteration 28Q: 3 clusters Score -66319.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66320.296875 Penalty: 635.524902
	Iteration 29Q: 3 clusters Score -66320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66320.570312 Penalty: 635.524902
	Iteration 30Q: 3 clusters Score -66320.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66321.382812 Penalty: 635.524902
	Iteration 31Q: 3 clusters Score -66321.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66322.601562 Penalty: 635.524902
	Iteration 32Q: 3 clusters Score -66322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66323.390625 Penalty: 635.524902
	Iteration 33Q: 3 clusters Score -66323.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66323.460938 Penalty: 635.524902
	Iteration 34Q: 3 clusters Score -66323.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66323.460938 Penalty: 635.524902
	Iteration 35F: 3 clusters Score -66323.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -10183.406250 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -10183.41 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 116 members 
Entering Unmasked Estep 
Score: -9880.768555 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -9880.769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10036.027344 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -10036.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10051.103516 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -10051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10056.076172 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -10056.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10057.943359 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -10057.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10060.804688 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -10060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10062.468750 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -10062.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10062.468750 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -10062.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44666.023438 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44666.02 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44865.898438 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -44865.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44940.167969 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -44940.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44986.281250 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -44986.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45020.789062 Penalty: 599.216003
	Iteration 4F: 3 clusters Score -45020.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45064.664062 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -45064.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45094.136719 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45094.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45128.769531 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45128.77 nChanged 20
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: -45151.203125 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45151.2 nChanged 18
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: -45179.480469 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45179.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45196.031250 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -45196.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45206.437500 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -45206.44 nChanged 8
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: -45208.238281 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -45208.24 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: -45208.937500 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -45208.94 nChanged 0
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: -45208.937500 Penalty: 599.216003
	Iteration 14F: 3 clusters Score -45208.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7076.470703 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7076.471 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 65 members 
Entering Unmasked Estep 
Score: -6880.824219 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6880.824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6940.108398 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6940.108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6947.388672 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6947.389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6953.307617 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6953.308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6957.728516 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6957.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6958.712402 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6958.712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6958.712402 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -6958.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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: -12340.586914 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12340.59 nChanged 65
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: -12426.836914 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12426.84 nChanged 16
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: -12446.835938 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12446.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12467.476562 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -12467.48 nChanged 8
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: -12477.333984 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -12477.33 nChanged 8
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: -12485.155273 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12485.16 nChanged 2
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: -12493.945312 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12493.95 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: -12496.829102 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -12496.83 nChanged 1
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: -12499.418945 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -12499.42 nChanged 0
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: -12499.418945 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -12499.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -193181.765625 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -193181.8 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 1524 members 
Entering Unmasked Estep 
Score: -191090.500000 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -191090.5 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -191932.093750 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -191932.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -192219.140625 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -192219.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -192443.218750 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -192443.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -192579.328125 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -192579.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -192674.500000 Penalty: 730.232727
	Iteration 5Q: 3 clusters Score -192674.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -192746.828125 Penalty: 730.232727
	Iteration 6Q: 3 clusters Score -192746.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -192804.718750 Penalty: 730.232727
	Iteration 7Q: 3 clusters Score -192804.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -192854.390625 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -192854.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -192890.250000 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -192890.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -192908.531250 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -192908.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -192917.046875 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -192917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -192923.421875 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -192923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -192927.796875 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -192927.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -192932.187500 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -192932.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -192933.656250 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -192933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192936.625000 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -192936.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192938.093750 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -192938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -192941.078125 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -192941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -192941.484375 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -192941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -192941.562500 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -192941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -192943.031250 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -192943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -192943.281250 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -192943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -192943.187500 Penalty: 730.232727
	Iteration 23Q: 3 clusters Score -192943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -192942.687500 Penalty: 730.232727
	Iteration 24Q: 3 clusters Score -192942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -192942.984375 Penalty: 730.232727
	Iteration 25Q: 3 clusters Score -192943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192943.281250 Penalty: 730.232727
	Iteration 26Q: 3 clusters Score -192943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192943.281250 Penalty: 730.232727
	Iteration 27F: 3 clusters Score -192943.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -45277.230469 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45277.23 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45573.035156 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45573.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45698.835938 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45698.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45803.914062 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -45803.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45892.269531 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -45892.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45943.277344 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -45943.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45970.500000 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -45970.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46009.320312 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -46009.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46040.332031 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -46040.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46067.640625 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -46067.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46085.878906 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -46085.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46124.429688 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -46124.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46173.421875 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -46173.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46185.011719 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -46185.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46200.855469 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -46200.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -46211.425781 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -46211.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -46212.839844 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -46212.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -46212.839844 Penalty: 602.547913
	Iteration 17F: 3 clusters Score -46212.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 327 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 424 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286688.000000 Penalty: 37422.929688
Splitting cluster 40 changes total score from -53286988.000000 to -53286688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43826.773438 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43826.77 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 380 members 
Entering Unmasked Estep 
Score: -43223.457031 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -43223.46 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43523.562500 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -43523.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43611.828125 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -43611.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43697.167969 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43697.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43792.933594 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -43792.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43844.074219 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43844.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43873.210938 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43873.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43900.410156 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43900.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43930.855469 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43930.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43944.929688 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43944.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -43948.265625 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43948.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -43950.359375 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43950.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -43951.511719 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43951.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -43952.394531 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43952.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43952.902344 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43952.902344 Penalty: 598.458740
	Iteration 15F: 3 clusters Score -43952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 470 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286516.000000 Penalty: 37422.929688
Splitting cluster 41 changes total score from -53286988.000000 to -53286516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11949.367188 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11949.37 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 91 members 
Entering Unmasked Estep 
Score: -11695.395508 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11695.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11760.958008 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11760.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11774.619141 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -11774.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11778.342773 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -11778.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11779.466797 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -11779.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11782.214844 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -11782.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11784.868164 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -11784.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11787.359375 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -11787.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11788.215820 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -11788.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11788.215820 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -11788.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -15630.126953 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -15630.13 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 229 members 
Entering Unmasked Estep 
Score: -15189.204102 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -15189.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15399.295898 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -15399.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15467.428711 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -15467.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15521.666016 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -15521.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15567.391602 Penalty: 555.941528
	Iteration 4F: 3 clusters Score -15567.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15589.881836 Penalty: 555.941528
	Iteration 5F: 3 clusters Score -15589.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15598.604492 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -15598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15607.064453 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -15607.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -15612.880859 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -15612.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15613.757812 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -15613.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15613.757812 Penalty: 555.941528
	Iteration 10F: 3 clusters Score -15613.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -20321.759766 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -20321.76 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 175 members 
Entering Unmasked Estep 
Score: -19927.693359 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19927.69 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20082.589844 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -20082.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20154.050781 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -20154.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20189.070312 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -20189.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20216.796875 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -20216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20237.582031 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -20237.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20253.253906 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -20253.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20270.529297 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -20270.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20280.330078 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -20280.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20282.388672 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -20282.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20282.847656 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -20282.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20282.847656 Penalty: 530.434082
	Iteration 11F: 3 clusters Score -20282.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -280813.375000 Penalty: 383.151062
	Iteration 0F: 2 clusters Score -280813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -277718.718750 Penalty: 766.302124
	Iteration 0F: 3 clusters Score -277718.7 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -279134.281250 Penalty: 766.302124
	Iteration 1F: 3 clusters Score -279134.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -279535.281250 Penalty: 766.302124
	Iteration 2F: 3 clusters Score -279535.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -279951.593750 Penalty: 766.302124
	Iteration 3F: 3 clusters Score -279951.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -280234.812500 Penalty: 766.302124
	Iteration 4F: 3 clusters Score -280234.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -280391.812500 Penalty: 766.302124
	Iteration 5Q: 3 clusters Score -280391.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -280453.250000 Penalty: 766.302124
	Iteration 6Q: 3 clusters Score -280453.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -280502.156250 Penalty: 766.302124
	Iteration 7Q: 3 clusters Score -280502.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -280545.250000 Penalty: 766.302124
	Iteration 8Q: 3 clusters Score -280545.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -280592.125000 Penalty: 766.302124
	Iteration 9Q: 3 clusters Score -280592.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -280624.000000 Penalty: 766.302124
	Iteration 10Q: 3 clusters Score -280624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -280642.531250 Penalty: 766.302124
	Iteration 11Q: 3 clusters Score -280642.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -280657.218750 Penalty: 766.302124
	Iteration 12Q: 3 clusters Score -280657.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -280666.437500 Penalty: 766.302124
	Iteration 13Q: 3 clusters Score -280666.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -280671.375000 Penalty: 766.302124
	Iteration 14Q: 3 clusters Score -280671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -280672.906250 Penalty: 766.302124
	Iteration 15Q: 3 clusters Score -280672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -280675.687500 Penalty: 766.302124
	Iteration 16Q: 3 clusters Score -280675.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -280679.406250 Penalty: 766.302124
	Iteration 17Q: 3 clusters Score -280679.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -280681.500000 Penalty: 766.302124
	Iteration 18Q: 3 clusters Score -280681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -280684.093750 Penalty: 766.302124
	Iteration 19Q: 3 clusters Score -280684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -280685.406250 Penalty: 766.302124
	Iteration 20F: 3 clusters Score -280685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -280686.093750 Penalty: 766.302124
	Iteration 21Q: 3 clusters Score -280686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -280686.781250 Penalty: 766.302124
	Iteration 22Q: 3 clusters Score -280686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -280687.781250 Penalty: 766.302124
	Iteration 23Q: 3 clusters Score -280687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -280687.906250 Penalty: 766.302124
	Iteration 24Q: 3 clusters Score -280687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -280689.906250 Penalty: 766.302124
	Iteration 25Q: 3 clusters Score -280689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -280692.437500 Penalty: 766.302124
	Iteration 26Q: 3 clusters Score -280692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -280692.625000 Penalty: 766.302124
	Iteration 27Q: 3 clusters Score -280692.6 nChanged 1
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: -280692.718750 Penalty: 766.302124
	Iteration 28Q: 3 clusters Score -280692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -280693.250000 Penalty: 766.302124
	Iteration 29Q: 3 clusters Score -280693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -280693.625000 Penalty: 766.302124
	Iteration 30Q: 3 clusters Score -280693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -280695.531250 Penalty: 766.302124
	Iteration 31Q: 3 clusters Score -280695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -280696.250000 Penalty: 766.302124
	Iteration 32Q: 3 clusters Score -280696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -280697.062500 Penalty: 766.302124
	Iteration 33Q: 3 clusters Score -280697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -280697.218750 Penalty: 766.302124
	Iteration 34Q: 3 clusters Score -280697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -280697.750000 Penalty: 766.302124
	Iteration 35Q: 3 clusters Score -280697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -280698.093750 Penalty: 766.302124
	Iteration 36Q: 3 clusters Score -280698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -280698.125000 Penalty: 766.302124
	Iteration 37Q: 3 clusters Score -280698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -280698.437500 Penalty: 766.302124
	Iteration 38Q: 3 clusters Score -280698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -280699.000000 Penalty: 766.302124
	Iteration 39Q: 3 clusters Score -280699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -280699.031250 Penalty: 766.302124
	Iteration 40F: 3 clusters Score -280699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -280699.062500 Penalty: 766.302124
	Iteration 41Q: 3 clusters Score -280699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -280699.062500 Penalty: 766.302124
	Iteration 42F: 3 clusters Score -280699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -16142.822266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -16142.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15821.809570 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -15821.81 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16004.949219 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -16004.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16192.620117 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -16192.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16285.388672 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -16285.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16312.841797 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -16312.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16333.875000 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -16333.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16340.029297 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -16340.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16348.208008 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -16348.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16355.054688 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -16355.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16358.143555 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -16358.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16356.399414 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -16356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16359.967773 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -16359.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16359.967773 Penalty: 515.012878
	Iteration 12F: 3 clusters Score -16359.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 146 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286532.000000 Penalty: 37422.929688
Splitting cluster 46 changes total score from -53286988.000000 to -53286532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -91201.929688 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91201.93 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -91559.164062 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91559.16 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -91661.890625 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91661.89 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -91772.656250 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -91772.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -91871.203125 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -91871.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -91956.085938 Penalty: 661.661743
	Iteration 5F: 3 clusters Score -91956.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -92002.835938 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -92002.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -92036.085938 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92036.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -92054.968750 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92054.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -92067.734375 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92067.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -92079.875000 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92079.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -92087.085938 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92087.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -92092.750000 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92092.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -92098.945312 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -92098.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -92104.179688 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -92104.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -92108.632812 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -92108.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -92114.484375 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -92114.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -92125.164062 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -92125.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -92142.070312 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -92142.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -92158.898438 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -92158.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -92177.093750 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -92177.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -92195.718750 Penalty: 661.661743
	Iteration 21Q: 3 clusters Score -92195.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -92212.625000 Penalty: 661.661743
	Iteration 22Q: 3 clusters Score -92212.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -92228.757812 Penalty: 661.661743
	Iteration 23Q: 3 clusters Score -92228.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -92242.140625 Penalty: 661.661743
	Iteration 24Q: 3 clusters Score -92242.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -92255.937500 Penalty: 661.661743
	Iteration 25Q: 3 clusters Score -92255.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -92265.554688 Penalty: 661.661743
	Iteration 26Q: 3 clusters Score -92265.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -92272.289062 Penalty: 661.661743
	Iteration 27Q: 3 clusters Score -92272.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -92276.851562 Penalty: 661.661743
	Iteration 28Q: 3 clusters Score -92276.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -92281.210938 Penalty: 661.661743
	Iteration 29Q: 3 clusters Score -92281.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -92282.382812 Penalty: 661.661743
	Iteration 30Q: 3 clusters Score -92282.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -92285.703125 Penalty: 661.661743
	Iteration 31Q: 3 clusters Score -92285.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -92290.804688 Penalty: 661.661743
	Iteration 32Q: 3 clusters Score -92290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -92296.156250 Penalty: 661.661743
	Iteration 33Q: 3 clusters Score -92296.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -92300.437500 Penalty: 661.661743
	Iteration 34Q: 3 clusters Score -92300.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -92303.750000 Penalty: 661.661743
	Iteration 35Q: 3 clusters Score -92303.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -92304.062500 Penalty: 661.661743
	Iteration 36Q: 3 clusters Score -92304.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -92304.062500 Penalty: 661.661743
	Iteration 37F: 3 clusters Score -92304.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Entering Unmasked Estep 
Score: -474570.312500 Penalty: 407.449402
	Iteration 0F: 2 clusters Score -474570.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -469385.687500 Penalty: 814.898804
	Iteration 0F: 3 clusters Score -469385.7 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -471873.562500 Penalty: 814.898804
	Iteration 1F: 3 clusters Score -471873.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -472602.156250 Penalty: 814.898804
	Iteration 2F: 3 clusters Score -472602.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -473404.625000 Penalty: 814.898804
	Iteration 3F: 3 clusters Score -473404.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -474025.218750 Penalty: 814.898804
	Iteration 4F: 3 clusters Score -474025.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -474309.375000 Penalty: 814.898804
	Iteration 5Q: 3 clusters Score -474309.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -474399.500000 Penalty: 814.898804
	Iteration 6Q: 3 clusters Score -474399.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -474442.375000 Penalty: 814.898804
	Iteration 7Q: 3 clusters Score -474442.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -474461.281250 Penalty: 814.898804
	Iteration 8Q: 3 clusters Score -474461.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -474469.437500 Penalty: 814.898804
	Iteration 9Q: 3 clusters Score -474469.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -474473.968750 Penalty: 814.898804
	Iteration 10Q: 3 clusters Score -474474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -474478.812500 Penalty: 814.898804
	Iteration 11Q: 3 clusters Score -474478.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -474481.093750 Penalty: 814.898804
	Iteration 12Q: 3 clusters Score -474481.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -474483.093750 Penalty: 814.898804
	Iteration 13Q: 3 clusters Score -474483.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -474485.375000 Penalty: 814.898804
	Iteration 14Q: 3 clusters Score -474485.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -474486.718750 Penalty: 814.898804
	Iteration 15Q: 3 clusters Score -474486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -474487.500000 Penalty: 814.898804
	Iteration 16Q: 3 clusters Score -474487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -474487.562500 Penalty: 814.898804
	Iteration 17Q: 3 clusters Score -474487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -474489.437500 Penalty: 814.898804
	Iteration 18Q: 3 clusters Score -474489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -474490.062500 Penalty: 814.898804
	Iteration 19Q: 3 clusters Score -474490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -474489.656250 Penalty: 814.898804
	Iteration 20F: 3 clusters Score -474489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -474490.312500 Penalty: 814.898804
	Iteration 21Q: 3 clusters Score -474490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -474492.093750 Penalty: 814.898804
	Iteration 22Q: 3 clusters Score -474492.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -474493.468750 Penalty: 814.898804
	Iteration 23Q: 3 clusters Score -474493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -474494.500000 Penalty: 814.898804
	Iteration 24Q: 3 clusters Score -474494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -474494.062500 Penalty: 814.898804
	Iteration 25Q: 3 clusters Score -474494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -474493.468750 Penalty: 814.898804
	Iteration 26Q: 3 clusters Score -474493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -474493.750000 Penalty: 814.898804
	Iteration 27Q: 3 clusters Score -474493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -474496.593750 Penalty: 814.898804
	Iteration 28Q: 3 clusters Score -474496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -474496.750000 Penalty: 814.898804
	Iteration 29Q: 3 clusters Score -474496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -474496.468750 Penalty: 814.898804
	Iteration 30Q: 3 clusters Score -474496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -474498.781250 Penalty: 814.898804
	Iteration 31Q: 3 clusters Score -474498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -474498.968750 Penalty: 814.898804
	Iteration 32Q: 3 clusters Score -474499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -474499.437500 Penalty: 814.898804
	Iteration 33Q: 3 clusters Score -474499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -474502.625000 Penalty: 814.898804
	Iteration 34Q: 3 clusters Score -474502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -474502.781250 Penalty: 814.898804
	Iteration 35Q: 3 clusters Score -474502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -474502.437500 Penalty: 814.898804
	Iteration 36Q: 3 clusters Score -474502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -474502.718750 Penalty: 814.898804
	Iteration 37Q: 3 clusters Score -474502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -474503.562500 Penalty: 814.898804
	Iteration 38Q: 3 clusters Score -474503.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -474503.562500 Penalty: 814.898804
	Iteration 39F: 3 clusters Score -474503.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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: -7558.870117 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7558.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7617.839355 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7617.839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7627.161621 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7627.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7630.020996 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7630.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7632.640137 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7632.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7634.385254 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7634.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7634.385254 Penalty: 452.882751
	Iteration 6F: 3 clusters Score -7634.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9561.712891 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9561.713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9664.663086 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9664.663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9734.013672 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9734.014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9829.822266 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -9829.822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9853.879883 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -9853.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9888.806641 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9888.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9916.066406 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9916.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9916.642578 Penalty: 466.280701
	Iteration 7F: 3 clusters Score -9916.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9935.729492 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -9935.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9937.280273 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -9937.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9939.951172 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -9939.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9939.951172 Penalty: 466.280701
	Iteration 11F: 3 clusters Score -9939.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 87 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286484.000000 Penalty: 37422.929688
Splitting cluster 50 changes total score from -53286988.000000 to -53286484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9191.981 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 86 members 
Entering Unmasked Estep 
Score: -8915.791016 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8915.791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9104.701172 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -9104.701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9283.503906 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -9283.504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9381.009766 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -9381.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9401.186523 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -9401.187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9447.007812 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -9447.008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9487.885742 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -9487.886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9591.045898 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -9591.046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9786.853516 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -9786.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9786.853516 Penalty: 474.063232
	Iteration 9F: 3 clusters Score -9786.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 65 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 118 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286904.000000 Penalty: 37422.929688
Splitting cluster 51 changes total score from -53286988.000000 to -53286904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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 123 members 
Entering Unmasked Estep 
Score: -16214.125977 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16214.13 nChanged 76
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: -16307.403320 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16307.4 nChanged 22
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: -16360.276367 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16360.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16398.085938 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -16398.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16413.746094 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16413.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16425.750000 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16425.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16429.107422 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16429.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16431.191406 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16431.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16431.714844 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16431.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16431.714844 Penalty: 507.066010
	Iteration 9F: 3 clusters Score -16431.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -18602.240234 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -18602.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18206.789062 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18206.79 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18396.556641 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18396.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18444.498047 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -18444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18479.558594 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -18479.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18501.970703 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -18501.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18516.224609 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -18516.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18542.087891 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -18542.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18568.726562 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -18568.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18583.267578 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -18583.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18604.257812 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -18604.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18646.806641 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -18646.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18667.468750 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -18667.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18672.716797 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -18672.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18675.205078 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -18675.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18675.255859 Penalty: 540.555603
	Iteration 14F: 3 clusters Score -18675.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18676.937500 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -18676.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18680.287109 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -18680.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18687.451172 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -18687.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18697.830078 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -18697.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18708.021484 Penalty: 540.555603
	Iteration 19Q: 3 clusters Score -18708.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18721.226562 Penalty: 540.555603
	Iteration 20F: 3 clusters Score -18721.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18729.570312 Penalty: 540.555603
	Iteration 21Q: 3 clusters Score -18729.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18731.322266 Penalty: 540.555603
	Iteration 22Q: 3 clusters Score -18731.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18732.271484 Penalty: 540.555603
	Iteration 23Q: 3 clusters Score -18732.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18733.173828 Penalty: 540.555603
	Iteration 24Q: 3 clusters Score -18733.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18733.173828 Penalty: 540.555603
	Iteration 25F: 3 clusters Score -18733.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286544.000000 Penalty: 37422.929688
Splitting cluster 53 changes total score from -53286988.000000 to -53286544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -91764.968750 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91764.97 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -92195.875000 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92195.88 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92331.750000 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92331.75 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92463.492188 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92463.49 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92549.468750 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92549.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -92617.445312 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -92617.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -92678.804688 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92678.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -92743.976562 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92743.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -92789.703125 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92789.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -92825.273438 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92825.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92861.546875 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92861.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92888.632812 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92888.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92902.484375 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92902.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92912.695312 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92912.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -92916.398438 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -92922.820312 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92922.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -92925.273438 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92925.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -92927.843750 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92927.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92928.664062 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92928.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -92929.429688 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -92929.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -92935.570312 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -92935.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -92935.703125 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -92935.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -92937.265625 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -92937.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -92937.687500 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -92937.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -92942.367188 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -92942.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -92943.390625 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -92943.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -92942.187500 Penalty: 665.077393
	Iteration 26Q: 3 clusters Score -92942.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -92945.281250 Penalty: 665.077393
	Iteration 27Q: 3 clusters Score -92945.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -92942.406250 Penalty: 665.077393
	Iteration 28Q: 3 clusters Score -92942.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -92945.078125 Penalty: 665.077393
	Iteration 29Q: 3 clusters Score -92945.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -92944.664062 Penalty: 665.077393
	Iteration 30Q: 3 clusters Score -92944.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -92948.648438 Penalty: 665.077393
	Iteration 31Q: 3 clusters Score -92948.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -92949.242188 Penalty: 665.077393
	Iteration 32Q: 3 clusters Score -92949.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -92948.945312 Penalty: 665.077393
	Iteration 33Q: 3 clusters Score -92948.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -92950.257812 Penalty: 665.077393
	Iteration 34Q: 3 clusters Score -92950.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -92950.257812 Penalty: 665.077393
	Iteration 35F: 3 clusters Score -92950.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 501 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 992 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286516.000000 Penalty: 37422.929688
Splitting cluster 54 changes total score from -53286988.000000 to -53286516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7815.106934 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7815.107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7571.571289 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -7571.571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7669.881836 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -7669.882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7707.130859 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -7707.131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7731.325684 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7731.326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7760.766113 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7760.766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7778.505859 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -7778.506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7792.808105 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -7792.808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7795.316406 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -7795.316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7795.848633 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -7795.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7795.848633 Penalty: 471.029633
	Iteration 9F: 3 clusters Score -7795.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21989.845703 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21989.85 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 178 members 
Entering Unmasked Estep 
Score: -21556.875000 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -21556.88 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21697.431641 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21697.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21757.589844 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21757.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21786.181641 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -21786.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21811.634766 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -21811.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21835.050781 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -21835.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21850.669922 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -21850.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21860.201172 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -21860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21878.539062 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -21878.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21906.744141 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -21906.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21929.228516 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -21929.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21946.742188 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -21946.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21957.412109 Penalty: 538.128784
	Iteration 12Q: 3 clusters Score -21957.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21963.289062 Penalty: 538.128784
	Iteration 13Q: 3 clusters Score -21963.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21970.363281 Penalty: 538.128784
	Iteration 14Q: 3 clusters Score -21970.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21975.847656 Penalty: 538.128784
	Iteration 15Q: 3 clusters Score -21975.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21976.667969 Penalty: 538.128784
	Iteration 16Q: 3 clusters Score -21976.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21978.414062 Penalty: 538.128784
	Iteration 17Q: 3 clusters Score -21978.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21981.082031 Penalty: 538.128784
	Iteration 18Q: 3 clusters Score -21981.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21981.082031 Penalty: 538.128784
	Iteration 19F: 3 clusters Score -21981.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -32974.164062 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -32974.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32488.933594 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -32488.93 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32642.755859 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -32642.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32693.769531 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -32693.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32738.839844 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -32738.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32772.871094 Penalty: 569.098450
	Iteration 4F: 3 clusters Score -32772.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32794.250000 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32794.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32804.296875 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32809.804688 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32813.734375 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32813.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32815.199219 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32815.683594 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32815.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32817.875000 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -32817.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32818.796875 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -32818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32819.445312 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -32819.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32820.242188 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -32820.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32820.843750 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -32820.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32820.843750 Penalty: 569.098450
	Iteration 16F: 3 clusters Score -32820.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -14890.679688 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14890.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14561.295898 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -14561.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14775.147461 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14775.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14887.326172 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14887.33 nChanged 19
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: -14931.932617 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -14931.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14952.370117 Penalty: 511.785614
	Iteration 4F: 3 clusters Score -14952.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14955.476562 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14955.48 nChanged 5
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: -14960.227539 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -14960.23 nChanged 3
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: -14963.767578 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -14963.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14968.200195 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -14968.2 nChanged 2
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: -14970.534180 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -14970.53 nChanged 3
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: -14972.217773 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -14972.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14972.442383 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -14972.44 nChanged 2
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: -14975.192383 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -14975.19 nChanged 1
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: -14975.952148 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -14975.95 nChanged 2
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: -14976.817383 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -14976.82 nChanged 0
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: -14976.817383 Penalty: 511.785614
	Iteration 15F: 3 clusters Score -14976.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 175 members 
Mstep: Class 59 contains 102 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286404.000000 Penalty: 37422.929688
Splitting cluster 59 changes total score from -53286988.000000 to -53286404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50460.058594 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50460.06 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -50622.628906 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50622.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -50699.949219 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50699.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -50759.156250 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50759.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -50791.562500 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50791.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -50807.949219 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50807.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -50821.414062 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50821.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50827.335938 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50827.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -50831.175781 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50831.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -50832.226562 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -50832.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -50834.699219 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -50834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -50836.957031 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -50836.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -50839.101562 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -50839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -50839.320312 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -50839.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -50839.320312 Penalty: 605.762085
	Iteration 14F: 3 clusters Score -50839.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105225 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91189 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79482 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 84881 members 
Mstep: Class 14 contains 85519 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 90258 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 96863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7746 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286884.000000 Penalty: 36799.214844
Iteration 279Q: 60 clusters Score -5.328688e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105553 members 
Mstep: Class 6 contains 91779 members 
Mstep: Class 7 contains 91096 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79745 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87695 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 84923 members 
Mstep: Class 14 contains 85565 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 32197 members 
Mstep: Class 18 contains 89817 members 
Mstep: Class 19 contains 725 members 
Mstep: Class 20 contains 1117 members 
Mstep: Class 21 contains 96676 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4493 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7754 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287348.000000 Penalty: 36799.214844
Iteration 280F: 60 clusters Score -5.328735e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105943 members 
Mstep: Class 6 contains 91747 members 
Mstep: Class 7 contains 91007 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 79983 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87578 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 84990 members 
Mstep: Class 14 contains 85560 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3940 members 
Mstep: Class 17 contains 32597 members 
Mstep: Class 18 contains 89341 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 1109 members 
Mstep: Class 21 contains 96504 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1417 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4433 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7759 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287488.000000 Penalty: 36799.214844
Iteration 281Q: 60 clusters Score -5.328749e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106312 members 
Mstep: Class 6 contains 91696 members 
Mstep: Class 7 contains 90905 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80241 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87537 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 85059 members 
Mstep: Class 14 contains 85529 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3939 members 
Mstep: Class 17 contains 32970 members 
Mstep: Class 18 contains 88813 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 1102 members 
Mstep: Class 21 contains 96402 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1407 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4350 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7756 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287412.000000 Penalty: 36799.214844
Iteration 282Q: 60 clusters Score -5.328741e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106651 members 
Mstep: Class 6 contains 91679 members 
Mstep: Class 7 contains 90794 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80402 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87541 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 85130 members 
Mstep: Class 14 contains 85555 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 33338 members 
Mstep: Class 18 contains 88268 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 96309 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1406 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4282 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7749 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287544.000000 Penalty: 36799.214844
Iteration 283Q: 60 clusters Score -5.328754e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106956 members 
Mstep: Class 6 contains 91672 members 
Mstep: Class 7 contains 90742 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80527 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87560 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 85226 members 
Mstep: Class 14 contains 85533 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3940 members 
Mstep: Class 17 contains 33676 members 
Mstep: Class 18 contains 87712 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 1103 members 
Mstep: Class 21 contains 96221 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 3243 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1397 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4213 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7736 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287660.000000 Penalty: 36799.214844
Iteration 284Q: 60 clusters Score -5.328766e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 107265 members 
Mstep: Class 6 contains 91617 members 
Mstep: Class 7 contains 90624 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80634 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87620 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 85290 members 
Mstep: Class 14 contains 85485 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3947 members 
Mstep: Class 17 contains 34053 members 
Mstep: Class 18 contains 87212 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 96144 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 3061 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4145 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7733 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287804.000000 Penalty: 36799.214844
Iteration 285Q: 60 clusters Score -5.32878e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 107565 members 
Mstep: Class 6 contains 91534 members 
Mstep: Class 7 contains 90522 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80775 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87720 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 85318 members 
Mstep: Class 14 contains 85456 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 34407 members 
Mstep: Class 18 contains 86679 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 96068 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7709 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287960.000000 Penalty: 36799.214844
Iteration 286Q: 60 clusters Score -5.328796e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 107833 members 
Mstep: Class 6 contains 91453 members 
Mstep: Class 7 contains 90417 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80891 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87772 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 85356 members 
Mstep: Class 14 contains 85469 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3968 members 
Mstep: Class 17 contains 34789 members 
Mstep: Class 18 contains 86138 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 96014 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 4001 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7695 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287772.000000 Penalty: 36799.214844
Iteration 287Q: 60 clusters Score -5.328777e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108107 members 
Mstep: Class 6 contains 91360 members 
Mstep: Class 7 contains 90275 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80980 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87801 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 85408 members 
Mstep: Class 14 contains 85479 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 35195 members 
Mstep: Class 18 contains 85641 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 95955 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2613 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3920 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7678 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287764.000000 Penalty: 36799.214844
Iteration 288Q: 60 clusters Score -5.328776e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108359 members 
Mstep: Class 6 contains 91297 members 
Mstep: Class 7 contains 90146 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81071 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87875 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 85450 members 
Mstep: Class 14 contains 85484 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 35584 members 
Mstep: Class 18 contains 85150 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1105 members 
Mstep: Class 21 contains 95863 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2522 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3844 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7656 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287632.000000 Penalty: 36799.214844
Iteration 289Q: 60 clusters Score -5.328763e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108560 members 
Mstep: Class 6 contains 91192 members 
Mstep: Class 7 contains 90061 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81111 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87945 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 85457 members 
Mstep: Class 14 contains 85543 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 36019 members 
Mstep: Class 18 contains 84621 members 
Mstep: Class 19 contains 751 members 
Mstep: Class 20 contains 1110 members 
Mstep: Class 21 contains 95806 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2446 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3770 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7627 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287612.000000 Penalty: 36799.214844
Iteration 290Q: 60 clusters Score -5.328761e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108781 members 
Mstep: Class 6 contains 91078 members 
Mstep: Class 7 contains 89956 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81122 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87966 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 85490 members 
Mstep: Class 14 contains 85651 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 36489 members 
Mstep: Class 18 contains 84107 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 1110 members 
Mstep: Class 21 contains 95705 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2384 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3698 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7597 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287512.000000 Penalty: 36799.214844
Iteration 291Q: 60 clusters Score -5.328751e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109004 members 
Mstep: Class 6 contains 91000 members 
Mstep: Class 7 contains 89849 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81114 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88007 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 13 contains 85520 members 
Mstep: Class 14 contains 85685 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3994 members 
Mstep: Class 17 contains 37004 members 
Mstep: Class 18 contains 83594 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 1111 members 
Mstep: Class 21 contains 95595 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2330 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1359 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3619 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7564 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287416.000000 Penalty: 36799.214844
Iteration 292Q: 60 clusters Score -5.328742e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109229 members 
Mstep: Class 6 contains 90911 members 
Mstep: Class 7 contains 89739 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81119 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88035 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 13 contains 85569 members 
Mstep: Class 14 contains 85635 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 37522 members 
Mstep: Class 18 contains 83133 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 1112 members 
Mstep: Class 21 contains 95494 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2275 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3535 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7538 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287400.000000 Penalty: 36799.214844
Iteration 293Q: 60 clusters Score -5.32874e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109447 members 
Mstep: Class 6 contains 90822 members 
Mstep: Class 7 contains 89610 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81128 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88071 members 
Mstep: Class 12 contains 1669 members 
Mstep: Class 13 contains 85634 members 
Mstep: Class 14 contains 85560 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3993 members 
Mstep: Class 17 contains 38059 members 
Mstep: Class 18 contains 82671 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 1116 members 
Mstep: Class 21 contains 95415 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2215 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3460 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7506 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287412.000000 Penalty: 36799.214844
Iteration 294Q: 60 clusters Score -5.328741e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109594 members 
Mstep: Class 6 contains 90713 members 
Mstep: Class 7 contains 89479 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81159 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88101 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 85647 members 
Mstep: Class 14 contains 85555 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 38623 members 
Mstep: Class 18 contains 82250 members 
Mstep: Class 19 contains 739 members 
Mstep: Class 20 contains 1115 members 
Mstep: Class 21 contains 95322 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2167 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1358 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3378 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7473 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287636.000000 Penalty: 36799.214844
Iteration 295Q: 60 clusters Score -5.328764e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109666 members 
Mstep: Class 6 contains 90609 members 
Mstep: Class 7 contains 89387 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81168 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88157 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 13 contains 85660 members 
Mstep: Class 14 contains 85557 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4001 members 
Mstep: Class 17 contains 39215 members 
Mstep: Class 18 contains 81821 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 95194 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2127 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3296 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7457 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287384.000000 Penalty: 36799.214844
Iteration 296Q: 60 clusters Score -5.328738e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109690 members 
Mstep: Class 6 contains 90532 members 
Mstep: Class 7 contains 89309 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81172 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88212 members 
Mstep: Class 12 contains 1664 members 
Mstep: Class 13 contains 85681 members 
Mstep: Class 14 contains 85621 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 39772 members 
Mstep: Class 18 contains 81401 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 95045 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3217 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7442 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287240.000000 Penalty: 36799.214844
Iteration 297Q: 60 clusters Score -5.328724e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109732 members 
Mstep: Class 6 contains 90436 members 
Mstep: Class 7 contains 89256 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81199 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88256 members 
Mstep: Class 12 contains 1663 members 
Mstep: Class 13 contains 85677 members 
Mstep: Class 14 contains 85652 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 40336 members 
Mstep: Class 18 contains 80951 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 94907 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3144 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7426 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287312.000000 Penalty: 36799.214844
Iteration 298Q: 60 clusters Score -5.328731e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109745 members 
Mstep: Class 6 contains 90330 members 
Mstep: Class 7 contains 89190 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81219 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88305 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 85715 members 
Mstep: Class 14 contains 85670 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4002 members 
Mstep: Class 17 contains 40901 members 
Mstep: Class 18 contains 80520 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 94789 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1331 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 3075 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7422 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287176.000000 Penalty: 36799.214844
Iteration 299Q: 60 clusters Score -5.328718e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109754 members 
Mstep: Class 6 contains 90243 members 
Mstep: Class 7 contains 89117 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81228 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88394 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 85737 members 
Mstep: Class 14 contains 85704 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 41459 members 
Mstep: Class 18 contains 80163 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 94599 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1321 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2998 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7408 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287220.000000 Penalty: 36799.214844
Iteration 300F: 60 clusters Score -5.328722e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109772 members 
Mstep: Class 6 contains 90141 members 
Mstep: Class 7 contains 89094 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81230 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88501 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 85731 members 
Mstep: Class 14 contains 85704 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 41979 members 
Mstep: Class 18 contains 79820 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 1145 members 
Mstep: Class 21 contains 94395 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2924 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7395 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287124.000000 Penalty: 36799.214844
Iteration 301Q: 60 clusters Score -5.328712e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109793 members 
Mstep: Class 6 contains 90045 members 
Mstep: Class 7 contains 89014 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81225 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88531 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 85742 members 
Mstep: Class 14 contains 85688 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4013 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 79501 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 21 contains 94231 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1319 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2853 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7383 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287112.000000 Penalty: 36799.214844
Iteration 302Q: 60 clusters Score -5.328711e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109825 members 
Mstep: Class 6 contains 89965 members 
Mstep: Class 7 contains 88950 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81250 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88537 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 85771 members 
Mstep: Class 14 contains 85661 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4013 members 
Mstep: Class 17 contains 43102 members 
Mstep: Class 18 contains 79197 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 94012 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1977 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1324 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2804 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7367 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287100.000000 Penalty: 36799.214844
Iteration 303Q: 60 clusters Score -5.32871e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109910 members 
Mstep: Class 6 contains 89863 members 
Mstep: Class 7 contains 88837 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81298 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88516 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 85818 members 
Mstep: Class 14 contains 85577 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4016 members 
Mstep: Class 17 contains 43710 members 
Mstep: Class 18 contains 78915 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 93800 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1945 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1326 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2754 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7350 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287104.000000 Penalty: 36799.214844
Iteration 304Q: 60 clusters Score -5.32871e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109965 members 
Mstep: Class 6 contains 89768 members 
Mstep: Class 7 contains 88712 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81364 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88459 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 85865 members 
Mstep: Class 14 contains 85515 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4028 members 
Mstep: Class 17 contains 44305 members 
Mstep: Class 18 contains 78670 members 
Mstep: Class 19 contains 746 members 
Mstep: Class 20 contains 1157 members 
Mstep: Class 21 contains 93619 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1910 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2709 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7332 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287032.000000 Penalty: 36799.214844
Iteration 305Q: 60 clusters Score -5.328703e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110029 members 
Mstep: Class 6 contains 89669 members 
Mstep: Class 7 contains 88642 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88400 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 85869 members 
Mstep: Class 14 contains 85387 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4047 members 
Mstep: Class 17 contains 44908 members 
Mstep: Class 18 contains 78368 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 93483 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1886 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1335 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2674 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7316 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287028.000000 Penalty: 36799.214844
Iteration 306Q: 60 clusters Score -5.328703e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110104 members 
Mstep: Class 6 contains 89568 members 
Mstep: Class 7 contains 88570 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81550 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88314 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 85879 members 
Mstep: Class 14 contains 85280 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 45451 members 
Mstep: Class 18 contains 78099 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 93309 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2637 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7303 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287296.000000 Penalty: 36799.214844
Iteration 307Q: 60 clusters Score -5.32873e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110183 members 
Mstep: Class 6 contains 89489 members 
Mstep: Class 7 contains 88475 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81645 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88186 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 85873 members 
Mstep: Class 14 contains 85176 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4087 members 
Mstep: Class 17 contains 46072 members 
Mstep: Class 18 contains 77811 members 
Mstep: Class 19 contains 760 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 93184 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1350 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2608 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7294 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287444.000000 Penalty: 36799.214844
Iteration 308Q: 60 clusters Score -5.328744e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110238 members 
Mstep: Class 6 contains 89394 members 
Mstep: Class 7 contains 88392 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81717 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88086 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 85819 members 
Mstep: Class 14 contains 85103 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 17 contains 46743 members 
Mstep: Class 18 contains 77530 members 
Mstep: Class 19 contains 762 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 93037 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2577 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7295 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287492.000000 Penalty: 36799.214844
Iteration 309Q: 60 clusters Score -5.328749e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110277 members 
Mstep: Class 6 contains 89308 members 
Mstep: Class 7 contains 88299 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81749 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88057 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 85774 members 
Mstep: Class 14 contains 85012 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4122 members 
Mstep: Class 17 contains 47402 members 
Mstep: Class 18 contains 77283 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 92907 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2542 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7290 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287300.000000 Penalty: 36799.214844
Iteration 310Q: 60 clusters Score -5.32873e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 89208 members 
Mstep: Class 7 contains 88242 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81768 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88091 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 85767 members 
Mstep: Class 14 contains 84947 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 48034 members 
Mstep: Class 18 contains 77076 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 92717 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1357 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2512 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7276 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287320.000000 Penalty: 36799.214844
Iteration 311Q: 60 clusters Score -5.328732e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110265 members 
Mstep: Class 6 contains 89095 members 
Mstep: Class 7 contains 88201 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81754 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88151 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 85733 members 
Mstep: Class 14 contains 84886 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 17 contains 48680 members 
Mstep: Class 18 contains 76851 members 
Mstep: Class 19 contains 767 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 92544 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2482 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7260 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287404.000000 Penalty: 36799.214844
Iteration 312Q: 60 clusters Score -5.32874e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110239 members 
Mstep: Class 6 contains 88976 members 
Mstep: Class 7 contains 88149 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81703 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88182 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 85706 members 
Mstep: Class 14 contains 84859 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 49374 members 
Mstep: Class 18 contains 76638 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 92357 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2460 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7245 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287436.000000 Penalty: 36799.214844
Iteration 313Q: 60 clusters Score -5.328744e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110219 members 
Mstep: Class 6 contains 88856 members 
Mstep: Class 7 contains 88101 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81679 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88123 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 85705 members 
Mstep: Class 14 contains 84821 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 50095 members 
Mstep: Class 18 contains 76408 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 92161 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2438 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7237 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287412.000000 Penalty: 36799.214844
Iteration 314Q: 60 clusters Score -5.328741e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110235 members 
Mstep: Class 6 contains 88718 members 
Mstep: Class 7 contains 88036 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81677 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88019 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 85690 members 
Mstep: Class 14 contains 84781 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 50860 members 
Mstep: Class 18 contains 76174 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 91953 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1346 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2418 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7228 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287296.000000 Penalty: 36799.214844
Iteration 315Q: 60 clusters Score -5.32873e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110247 members 
Mstep: Class 6 contains 88556 members 
Mstep: Class 7 contains 87988 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81690 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87952 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 85660 members 
Mstep: Class 14 contains 84747 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4242 members 
Mstep: Class 17 contains 51621 members 
Mstep: Class 18 contains 75922 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 91761 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2396 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7222 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287296.000000 Penalty: 36799.214844
Iteration 316Q: 60 clusters Score -5.32873e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110272 members 
Mstep: Class 6 contains 88406 members 
Mstep: Class 7 contains 87947 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81693 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87844 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 85619 members 
Mstep: Class 14 contains 84691 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4260 members 
Mstep: Class 17 contains 52454 members 
Mstep: Class 18 contains 75669 members 
Mstep: Class 19 contains 786 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 91547 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2377 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7213 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287312.000000 Penalty: 36799.214844
Iteration 317Q: 60 clusters Score -5.328731e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110260 members 
Mstep: Class 6 contains 88251 members 
Mstep: Class 7 contains 87876 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87691 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 85596 members 
Mstep: Class 14 contains 84676 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 53273 members 
Mstep: Class 18 contains 75441 members 
Mstep: Class 19 contains 795 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 91347 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1828 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2362 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7194 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287380.000000 Penalty: 36799.214844
Iteration 318Q: 60 clusters Score -5.328738e+07 nChanged 3339
Entering ConstructFrom: 
Score: -53287380.000000 Penalty: 36799.214844
Entering ConstructFrom: 
Trying to split cluster 1 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -644570.625000 Penalty: 418.705048
	Iteration 0F: 2 clusters Score -644570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -637960.687500 Penalty: 837.410095
	Iteration 0F: 3 clusters Score -637960.7 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -640861.062500 Penalty: 837.410095
	Iteration 1F: 3 clusters Score -640861.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -641295.562500 Penalty: 837.410095
	Iteration 2F: 3 clusters Score -641295.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -641931.500000 Penalty: 837.410095
	Iteration 3F: 3 clusters Score -641931.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -642656.187500 Penalty: 837.410095
	Iteration 4F: 3 clusters Score -642656.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -643281.750000 Penalty: 837.410095
	Iteration 5F: 3 clusters Score -643281.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -643711.687500 Penalty: 837.410095
	Iteration 6Q: 3 clusters Score -643711.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -643939.187500 Penalty: 837.410095
	Iteration 7Q: 3 clusters Score -643939.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -644055.875000 Penalty: 837.410095
	Iteration 8Q: 3 clusters Score -644055.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -644113.312500 Penalty: 837.410095
	Iteration 9Q: 3 clusters Score -644113.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -644149.312500 Penalty: 837.410095
	Iteration 10Q: 3 clusters Score -644149.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -644163.062500 Penalty: 837.410095
	Iteration 11Q: 3 clusters Score -644163.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -644181.062500 Penalty: 837.410095
	Iteration 12Q: 3 clusters Score -644181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -644185.187500 Penalty: 837.410095
	Iteration 13Q: 3 clusters Score -644185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -644192.062500 Penalty: 837.410095
	Iteration 14Q: 3 clusters Score -644192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -644203.125000 Penalty: 837.410095
	Iteration 15Q: 3 clusters Score -644203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -644213.062500 Penalty: 837.410095
	Iteration 16Q: 3 clusters Score -644213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -644221.562500 Penalty: 837.410095
	Iteration 17Q: 3 clusters Score -644221.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -644223.750000 Penalty: 837.410095
	Iteration 18Q: 3 clusters Score -644223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -644227.250000 Penalty: 837.410095
	Iteration 19Q: 3 clusters Score -644227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -644227.250000 Penalty: 837.410095
	Iteration 20F: 3 clusters Score -644227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -8388.916992 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -8388.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8007.537109 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -8007.537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8221.250977 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -8221.251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8278.722656 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -8278.723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8338.019531 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -8338.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8392.592773 Penalty: 543.152405
	Iteration 4F: 3 clusters Score -8392.593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8427.203125 Penalty: 543.152405
	Iteration 5F: 3 clusters Score -8427.203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8435.727539 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -8435.728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8446.728516 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -8446.729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8474.113281 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -8474.113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8491.061523 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -8491.062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8498.979492 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -8498.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8501.192383 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -8501.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8502.245117 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -8502.245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8504.406250 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -8504.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8504.406250 Penalty: 543.152405
	Iteration 14F: 3 clusters Score -8504.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287052.000000 Penalty: 37422.929688
Splitting cluster 2 changes total score from -53287380.000000 to -53287052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 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 590 members 
Entering Unmasked Estep 
Score: -73763.398438 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73763.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74057.500000 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74057.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74120.375000 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74120.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -74153.984375 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -74153.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74186.171875 Penalty: 641.797607
	Iteration 4Q: 3 clusters Score -74186.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -74222.109375 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -74222.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74258.132812 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -74258.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74302.968750 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -74302.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74351.429688 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74351.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74407.578125 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74407.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74456.335938 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74456.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74495.445312 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74495.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74511.671875 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74511.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74517.601562 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74521.109375 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74521.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74526.351562 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74526.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74530.937500 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74530.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74533.195312 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74533.812500 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -74533.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74534.226562 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -74534.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74534.375000 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -74534.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26169.931641 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26169.93 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26291.351562 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26291.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26355.095703 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26355.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26403.207031 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -26403.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26429.972656 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26429.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26444.751953 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26444.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26455.062500 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26455.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26464.603516 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26469.896484 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26475.830078 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26475.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26485.935547 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26485.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26492.708984 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26492.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26493.140625 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -26493.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26493.855469 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -26493.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26493.855469 Penalty: 550.310913
	Iteration 14F: 3 clusters Score -26493.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Entering Unmasked Estep 
Score: -6750139.500000 Penalty: 528.269348
	Iteration 0F: 2 clusters Score -6750140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -6677109.500000 Penalty: 1056.538696
	Iteration 0F: 3 clusters Score -6677110 nChanged 53940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -6710215.500000 Penalty: 1056.538696
	Iteration 1F: 3 clusters Score -6710216 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -6711720.500000 Penalty: 1056.538696
	Iteration 2Q: 3 clusters Score -6711720 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -6714080.500000 Penalty: 1056.538696
	Iteration 3Q: 3 clusters Score -6714080 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -6717850.000000 Penalty: 1056.538696
	Iteration 4F: 3 clusters Score -6717850 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -6723393.000000 Penalty: 1056.538696
	Iteration 5F: 3 clusters Score -6723393 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -6728947.500000 Penalty: 1056.538696
	Iteration 6F: 3 clusters Score -6728948 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -6731994.000000 Penalty: 1056.538696
	Iteration 7F: 3 clusters Score -6731994 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -6732859.500000 Penalty: 1056.538696
	Iteration 8Q: 3 clusters Score -6732860 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -6733268.000000 Penalty: 1056.538696
	Iteration 9Q: 3 clusters Score -6733268 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -6733612.000000 Penalty: 1056.538696
	Iteration 10Q: 3 clusters Score -6733612 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -6733946.000000 Penalty: 1056.538696
	Iteration 11Q: 3 clusters Score -6733946 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -6734388.500000 Penalty: 1056.538696
	Iteration 12Q: 3 clusters Score -6734388 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 70583 members 
Entering Unmasked Estep 
Score: -6734924.000000 Penalty: 1056.538696
	Iteration 13Q: 3 clusters Score -6734924 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -6735584.500000 Penalty: 1056.538696
	Iteration 14Q: 3 clusters Score -6735584 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -6736303.000000 Penalty: 1056.538696
	Iteration 15Q: 3 clusters Score -6736303 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -6737236.500000 Penalty: 1056.538696
	Iteration 16Q: 3 clusters Score -6737236 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -6738209.000000 Penalty: 1056.538696
	Iteration 17Q: 3 clusters Score -6738209 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -6739406.500000 Penalty: 1056.538696
	Iteration 18Q: 3 clusters Score -6739406 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -6740623.000000 Penalty: 1056.538696
	Iteration 19Q: 3 clusters Score -6740623 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -6741747.000000 Penalty: 1056.538696
	Iteration 20F: 3 clusters Score -6741747 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -6742875.000000 Penalty: 1056.538696
	Iteration 21Q: 3 clusters Score -6742875 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -6743738.500000 Penalty: 1056.538696
	Iteration 22Q: 3 clusters Score -6743738 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -6744448.000000 Penalty: 1056.538696
	Iteration 23Q: 3 clusters Score -6744448 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -6744966.500000 Penalty: 1056.538696
	Iteration 24Q: 3 clusters Score -6744966 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -6745296.500000 Penalty: 1056.538696
	Iteration 25Q: 3 clusters Score -6745296 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -6745593.000000 Penalty: 1056.538696
	Iteration 26Q: 3 clusters Score -6745593 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -6745775.500000 Penalty: 1056.538696
	Iteration 27Q: 3 clusters Score -6745776 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -6745919.500000 Penalty: 1056.538696
	Iteration 28Q: 3 clusters Score -6745920 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -6746014.500000 Penalty: 1056.538696
	Iteration 29Q: 3 clusters Score -6746014 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -6746079.000000 Penalty: 1056.538696
	Iteration 30Q: 3 clusters Score -6746079 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -6746146.000000 Penalty: 1056.538696
	Iteration 31Q: 3 clusters Score -6746146 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -6746225.500000 Penalty: 1056.538696
	Iteration 32Q: 3 clusters Score -6746226 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -6746335.500000 Penalty: 1056.538696
	Iteration 33Q: 3 clusters Score -6746336 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -6746400.500000 Penalty: 1056.538696
	Iteration 34Q: 3 clusters Score -6746400 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -6746437.000000 Penalty: 1056.538696
	Iteration 35Q: 3 clusters Score -6746437 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -6746480.500000 Penalty: 1056.538696
	Iteration 36Q: 3 clusters Score -6746480 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -6746581.000000 Penalty: 1056.538696
	Iteration 37Q: 3 clusters Score -6746581 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -6746656.000000 Penalty: 1056.538696
	Iteration 38Q: 3 clusters Score -6746656 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -6746701.000000 Penalty: 1056.538696
	Iteration 39Q: 3 clusters Score -6746701 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -6746785.500000 Penalty: 1056.538696
	Iteration 40F: 3 clusters Score -6746786 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -6746831.500000 Penalty: 1056.538696
	Iteration 41Q: 3 clusters Score -6746832 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -6746890.500000 Penalty: 1056.538696
	Iteration 42Q: 3 clusters Score -6746890 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -6746912.500000 Penalty: 1056.538696
	Iteration 43Q: 3 clusters Score -6746912 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -6746975.000000 Penalty: 1056.538696
	Iteration 44Q: 3 clusters Score -6746975 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -6747038.500000 Penalty: 1056.538696
	Iteration 45Q: 3 clusters Score -6747038 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -6747101.000000 Penalty: 1056.538696
	Iteration 46Q: 3 clusters Score -6747101 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -6747133.000000 Penalty: 1056.538696
	Iteration 47Q: 3 clusters Score -6747133 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -6747195.000000 Penalty: 1056.538696
	Iteration 48Q: 3 clusters Score -6747195 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -6747272.500000 Penalty: 1056.538696
	Iteration 49Q: 3 clusters Score -6747272 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -6747325.500000 Penalty: 1056.538696
	Iteration 50Q: 3 clusters Score -6747326 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -6747403.500000 Penalty: 1056.538696
	Iteration 51Q: 3 clusters Score -6747404 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -6747468.000000 Penalty: 1056.538696
	Iteration 52Q: 3 clusters Score -6747468 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -6747540.000000 Penalty: 1056.538696
	Iteration 53Q: 3 clusters Score -6747540 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -6747607.500000 Penalty: 1056.538696
	Iteration 54Q: 3 clusters Score -6747608 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -6747658.000000 Penalty: 1056.538696
	Iteration 55Q: 3 clusters Score -6747658 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -6747737.500000 Penalty: 1056.538696
	Iteration 56Q: 3 clusters Score -6747738 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -6747782.000000 Penalty: 1056.538696
	Iteration 57Q: 3 clusters Score -6747782 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -6747869.500000 Penalty: 1056.538696
	Iteration 58Q: 3 clusters Score -6747870 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -6747929.500000 Penalty: 1056.538696
	Iteration 59Q: 3 clusters Score -6747930 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -6748000.500000 Penalty: 1056.538696
	Iteration 60F: 3 clusters Score -6748000 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -6748021.500000 Penalty: 1056.538696
	Iteration 61Q: 3 clusters Score -6748022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 102125 members 
Entering Unmasked Estep 
Score: -6748121.500000 Penalty: 1056.538696
	Iteration 62Q: 3 clusters Score -6748122 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 102466 members 
Entering Unmasked Estep 
Score: -6748191.500000 Penalty: 1056.538696
	Iteration 63Q: 3 clusters Score -6748192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -6748291.000000 Penalty: 1056.538696
	Iteration 64Q: 3 clusters Score -6748291 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -6748356.500000 Penalty: 1056.538696
	Iteration 65Q: 3 clusters Score -6748356 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -6748410.500000 Penalty: 1056.538696
	Iteration 66Q: 3 clusters Score -6748410 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -6748487.000000 Penalty: 1056.538696
	Iteration 67Q: 3 clusters Score -6748487 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -6748547.500000 Penalty: 1056.538696
	Iteration 68Q: 3 clusters Score -6748548 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -6748635.000000 Penalty: 1056.538696
	Iteration 69Q: 3 clusters Score -6748635 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -6748689.500000 Penalty: 1056.538696
	Iteration 70Q: 3 clusters Score -6748690 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -6748751.000000 Penalty: 1056.538696
	Iteration 71Q: 3 clusters Score -6748751 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 105048 members 
Entering Unmasked Estep 
Score: -6748797.000000 Penalty: 1056.538696
	Iteration 72Q: 3 clusters Score -6748797 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -6748858.000000 Penalty: 1056.538696
	Iteration 73Q: 3 clusters Score -6748858 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -6748891.500000 Penalty: 1056.538696
	Iteration 74Q: 3 clusters Score -6748892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -6748931.500000 Penalty: 1056.538696
	Iteration 75Q: 3 clusters Score -6748932 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -6748966.000000 Penalty: 1056.538696
	Iteration 76Q: 3 clusters Score -6748966 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -6749007.000000 Penalty: 1056.538696
	Iteration 77Q: 3 clusters Score -6749007 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -6749023.500000 Penalty: 1056.538696
	Iteration 78Q: 3 clusters Score -6749024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
Score: -6749042.500000 Penalty: 1056.538696
	Iteration 79Q: 3 clusters Score -6749042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -6749076.500000 Penalty: 1056.538696
	Iteration 80F: 3 clusters Score -6749076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -6749099.000000 Penalty: 1056.538696
	Iteration 81Q: 3 clusters Score -6749099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -6749082.500000 Penalty: 1056.538696
	Iteration 82Q: 3 clusters Score -6749082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -6749096.000000 Penalty: 1056.538696
	Iteration 83Q: 3 clusters Score -6749096 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -6749124.500000 Penalty: 1056.538696
	Iteration 84Q: 3 clusters Score -6749124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -6749128.500000 Penalty: 1056.538696
	Iteration 85Q: 3 clusters Score -6749128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -6749122.500000 Penalty: 1056.538696
	Iteration 86Q: 3 clusters Score -6749122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -6749142.000000 Penalty: 1056.538696
	Iteration 87Q: 3 clusters Score -6749142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -6749142.000000 Penalty: 1056.538696
	Iteration 88Q: 3 clusters Score -6749142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -6749160.000000 Penalty: 1056.538696
	Iteration 89Q: 3 clusters Score -6749160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -6749191.500000 Penalty: 1056.538696
	Iteration 90Q: 3 clusters Score -6749192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 107648 members 
Entering Unmasked Estep 
Score: -6749212.000000 Penalty: 1056.538696
	Iteration 91Q: 3 clusters Score -6749212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -6749216.500000 Penalty: 1056.538696
	Iteration 92Q: 3 clusters Score -6749216 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -6749258.000000 Penalty: 1056.538696
	Iteration 93Q: 3 clusters Score -6749258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -6749296.500000 Penalty: 1056.538696
	Iteration 94Q: 3 clusters Score -6749296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -6749341.000000 Penalty: 1056.538696
	Iteration 95Q: 3 clusters Score -6749341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -6749396.000000 Penalty: 1056.538696
	Iteration 96Q: 3 clusters Score -6749396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -6749454.000000 Penalty: 1056.538696
	Iteration 97Q: 3 clusters Score -6749454 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 108588 members 
Entering Unmasked Estep 
Score: -6749511.500000 Penalty: 1056.538696
	Iteration 98Q: 3 clusters Score -6749512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -6749551.000000 Penalty: 1056.538696
	Iteration 99Q: 3 clusters Score -6749551 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -6749594.000000 Penalty: 1056.538696
	Iteration 100F: 3 clusters Score -6749594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -6749633.000000 Penalty: 1056.538696
	Iteration 101Q: 3 clusters Score -6749633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -6749656.500000 Penalty: 1056.538696
	Iteration 102Q: 3 clusters Score -6749656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 109161 members 
Entering Unmasked Estep 
Score: -6749693.500000 Penalty: 1056.538696
	Iteration 103Q: 3 clusters Score -6749694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -6749721.000000 Penalty: 1056.538696
	Iteration 104Q: 3 clusters Score -6749721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 109295 members 
Entering Unmasked Estep 
Score: -6749744.000000 Penalty: 1056.538696
	Iteration 105Q: 3 clusters Score -6749744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -6749748.500000 Penalty: 1056.538696
	Iteration 106Q: 3 clusters Score -6749748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -6749768.500000 Penalty: 1056.538696
	Iteration 107Q: 3 clusters Score -6749768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -6749786.000000 Penalty: 1056.538696
	Iteration 108Q: 3 clusters Score -6749786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -6749787.000000 Penalty: 1056.538696
	Iteration 109Q: 3 clusters Score -6749787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -6749790.000000 Penalty: 1056.538696
	Iteration 110Q: 3 clusters Score -6749790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 109547 members 
Entering Unmasked Estep 
Score: -6749784.500000 Penalty: 1056.538696
	Iteration 111Q: 3 clusters Score -6749784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -6749800.500000 Penalty: 1056.538696
	Iteration 112Q: 3 clusters Score -6749800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -6749803.500000 Penalty: 1056.538696
	Iteration 113Q: 3 clusters Score -6749804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -6749806.000000 Penalty: 1056.538696
	Iteration 114Q: 3 clusters Score -6749806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -6749803.500000 Penalty: 1056.538696
	Iteration 115Q: 3 clusters Score -6749804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 109669 members 
Entering Unmasked Estep 
Score: -6749798.000000 Penalty: 1056.538696
	Iteration 116Q: 3 clusters Score -6749798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -6749795.000000 Penalty: 1056.538696
	Iteration 117Q: 3 clusters Score -6749795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -6749795.500000 Penalty: 1056.538696
	Iteration 118Q: 3 clusters Score -6749796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -6749792.500000 Penalty: 1056.538696
	Iteration 119Q: 3 clusters Score -6749792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 109693 members 
Entering Unmasked Estep 
Score: -6749804.500000 Penalty: 1056.538696
	Iteration 120F: 3 clusters Score -6749804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -6749807.500000 Penalty: 1056.538696
	Iteration 121Q: 3 clusters Score -6749808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -6749809.000000 Penalty: 1056.538696
	Iteration 122Q: 3 clusters Score -6749809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 109698 members 
Entering Unmasked Estep 
Score: -6749809.000000 Penalty: 1056.538696
	Iteration 123F: 3 clusters Score -6749809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Entering Unmasked Estep 
Score: -5402333.500000 Penalty: 518.083191
	Iteration 0F: 2 clusters Score -5402334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5343871.500000 Penalty: 1036.166382
	Iteration 0F: 3 clusters Score -5343872 nChanged 42840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -5370389.000000 Penalty: 1036.166382
	Iteration 1F: 3 clusters Score -5370389 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -5372778.500000 Penalty: 1036.166382
	Iteration 2F: 3 clusters Score -5372778 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -5376803.500000 Penalty: 1036.166382
	Iteration 3F: 3 clusters Score -5376804 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -5382606.000000 Penalty: 1036.166382
	Iteration 4F: 3 clusters Score -5382606 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -5389189.000000 Penalty: 1036.166382
	Iteration 5F: 3 clusters Score -5389189 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -5394405.500000 Penalty: 1036.166382
	Iteration 6F: 3 clusters Score -5394406 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -5397135.500000 Penalty: 1036.166382
	Iteration 7Q: 3 clusters Score -5397136 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -5398451.500000 Penalty: 1036.166382
	Iteration 8Q: 3 clusters Score -5398452 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -5399145.000000 Penalty: 1036.166382
	Iteration 9Q: 3 clusters Score -5399145 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -5399672.000000 Penalty: 1036.166382
	Iteration 10Q: 3 clusters Score -5399672 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -5400118.500000 Penalty: 1036.166382
	Iteration 11Q: 3 clusters Score -5400118 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -5400452.000000 Penalty: 1036.166382
	Iteration 12Q: 3 clusters Score -5400452 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -5400774.500000 Penalty: 1036.166382
	Iteration 13Q: 3 clusters Score -5400774 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -5401043.500000 Penalty: 1036.166382
	Iteration 14Q: 3 clusters Score -5401044 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -5401241.000000 Penalty: 1036.166382
	Iteration 15Q: 3 clusters Score -5401241 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -5401408.500000 Penalty: 1036.166382
	Iteration 16Q: 3 clusters Score -5401408 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -5401551.500000 Penalty: 1036.166382
	Iteration 17Q: 3 clusters Score -5401552 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -5401660.000000 Penalty: 1036.166382
	Iteration 18Q: 3 clusters Score -5401660 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -5401754.000000 Penalty: 1036.166382
	Iteration 19Q: 3 clusters Score -5401754 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -5401812.500000 Penalty: 1036.166382
	Iteration 20F: 3 clusters Score -5401812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -5401854.500000 Penalty: 1036.166382
	Iteration 21Q: 3 clusters Score -5401854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -5401894.000000 Penalty: 1036.166382
	Iteration 22Q: 3 clusters Score -5401894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -5401905.000000 Penalty: 1036.166382
	Iteration 23Q: 3 clusters Score -5401905 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -5401930.000000 Penalty: 1036.166382
	Iteration 24Q: 3 clusters Score -5401930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -5401943.000000 Penalty: 1036.166382
	Iteration 25Q: 3 clusters Score -5401943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -5401961.500000 Penalty: 1036.166382
	Iteration 26Q: 3 clusters Score -5401962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -5401971.000000 Penalty: 1036.166382
	Iteration 27Q: 3 clusters Score -5401971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -5401977.500000 Penalty: 1036.166382
	Iteration 28Q: 3 clusters Score -5401978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -5401991.000000 Penalty: 1036.166382
	Iteration 29Q: 3 clusters Score -5401991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -5401997.500000 Penalty: 1036.166382
	Iteration 30Q: 3 clusters Score -5401998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -5402015.500000 Penalty: 1036.166382
	Iteration 31Q: 3 clusters Score -5402016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -5402030.000000 Penalty: 1036.166382
	Iteration 32Q: 3 clusters Score -5402030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -5402027.500000 Penalty: 1036.166382
	Iteration 33Q: 3 clusters Score -5402028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -5402028.000000 Penalty: 1036.166382
	Iteration 34Q: 3 clusters Score -5402028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -5402032.500000 Penalty: 1036.166382
	Iteration 35Q: 3 clusters Score -5402032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -5402033.000000 Penalty: 1036.166382
	Iteration 36Q: 3 clusters Score -5402033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -5402035.500000 Penalty: 1036.166382
	Iteration 37Q: 3 clusters Score -5402036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -5402027.000000 Penalty: 1036.166382
	Iteration 38Q: 3 clusters Score -5402027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -5402023.500000 Penalty: 1036.166382
	Iteration 39Q: 3 clusters Score -5402024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -5402024.500000 Penalty: 1036.166382
	Iteration 40F: 3 clusters Score -5402024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -5402023.000000 Penalty: 1036.166382
	Iteration 41Q: 3 clusters Score -5402023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -5402025.500000 Penalty: 1036.166382
	Iteration 42Q: 3 clusters Score -5402026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -5402034.000000 Penalty: 1036.166382
	Iteration 43Q: 3 clusters Score -5402034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -5402034.500000 Penalty: 1036.166382
	Iteration 44Q: 3 clusters Score -5402034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -5402036.000000 Penalty: 1036.166382
	Iteration 45Q: 3 clusters Score -5402036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -5402035.000000 Penalty: 1036.166382
	Iteration 46Q: 3 clusters Score -5402035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -5402036.500000 Penalty: 1036.166382
	Iteration 47Q: 3 clusters Score -5402036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -5402036.500000 Penalty: 1036.166382
	Iteration 48F: 3 clusters Score -5402036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Entering Unmasked Estep 
Score: -5444131.000000 Penalty: 517.964783
	Iteration 0F: 2 clusters Score -5444131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5387272.500000 Penalty: 1035.929565
	Iteration 0F: 3 clusters Score -5387272 nChanged 42786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -5413506.000000 Penalty: 1035.929565
	Iteration 1F: 3 clusters Score -5413506 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -5415325.000000 Penalty: 1035.929565
	Iteration 2Q: 3 clusters Score -5415325 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -5418218.500000 Penalty: 1035.929565
	Iteration 3F: 3 clusters Score -5418218 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -5422333.000000 Penalty: 1035.929565
	Iteration 4F: 3 clusters Score -5422333 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -5426990.000000 Penalty: 1035.929565
	Iteration 5F: 3 clusters Score -5426990 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -5431205.500000 Penalty: 1035.929565
	Iteration 6F: 3 clusters Score -5431206 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -5434087.500000 Penalty: 1035.929565
	Iteration 7F: 3 clusters Score -5434088 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5435810 nChanged 2854
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5437387 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5437962 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5438567 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5439149 nChanged 1990
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Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5439790 nChanged 1988
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Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5440711 nChanged 1708
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Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5441548 nChanged 1374
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Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5442527 nChanged 949
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5442782 nChanged 807
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Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5442963 nChanged 662
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 83475 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5443111 nChanged 596
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Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5443334 nChanged 528
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Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5443488 nChanged 434
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Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5443565 nChanged 390
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Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5443663 nChanged 345
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Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5443716 nChanged 253
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Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5443771 nChanged 218
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Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 86091 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5443790 nChanged 184
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5443802 nChanged 151
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Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5443820 nChanged 137
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Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5443845 nChanged 110
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Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5443858 nChanged 93
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Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5443865 nChanged 77
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Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5443876 nChanged 78
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Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5443891 nChanged 64
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Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 86799 members 
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5443910 nChanged 47
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Mstep: Class 1 contains 1028 members 
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	Iteration 38Q: 3 clusters Score -5443905 nChanged 37
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Mstep: Class 1 contains 1009 members 
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	Iteration 39Q: 3 clusters Score -5443904 nChanged 27
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Mstep: Class 1 contains 998 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5443902 nChanged 19
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	Iteration 41Q: 3 clusters Score -5443903 nChanged 15
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Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 86906 members 
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	Iteration 42Q: 3 clusters Score -5443906 nChanged 16
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Mstep: Class 1 contains 972 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5443904 nChanged 13
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Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 86925 members 
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	Iteration 45Q: 3 clusters Score -5443906 nChanged 10
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Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 86933 members 
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	Iteration 46Q: 3 clusters Score -5443904 nChanged 13
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Mstep: Class 1 contains 956 members 
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	Iteration 47Q: 3 clusters Score -5443906 nChanged 5
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Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 86939 members 
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	Iteration 48Q: 3 clusters Score -5443906 nChanged 5
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Mstep: Class 1 contains 948 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5443909 nChanged 5
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Mstep: Class 1 contains 947 members 
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	Iteration 50Q: 3 clusters Score -5443909 nChanged 3
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	Iteration 51Q: 3 clusters Score -5443905 nChanged 3
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	Iteration 52Q: 3 clusters Score -5443908 nChanged 1
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	Iteration 53Q: 3 clusters Score -5443908 nChanged 4
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	Iteration 54Q: 3 clusters Score -5443904 nChanged 5
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Mstep: Class 1 contains 945 members 
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	Iteration 55Q: 3 clusters Score -5443914 nChanged 5
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	Iteration 56Q: 3 clusters Score -5443914 nChanged 5
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Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 86949 members 
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	Iteration 57Q: 3 clusters Score -5443914 nChanged 8
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Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5443912 nChanged 7
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Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 86950 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5443912 nChanged 8
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Mstep: Class 1 contains 936 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5443908 nChanged 6
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Mstep: Class 1 contains 932 members 
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	Iteration 61Q: 3 clusters Score -5443912 nChanged 10
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Mstep: Class 1 contains 926 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5443908 nChanged 7
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Mstep: Class 1 contains 919 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5443916 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5443913 nChanged 2
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Mstep: Class 1 contains 915 members 
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	Iteration 65Q: 3 clusters Score -5443915 nChanged 2
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Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5443918 nChanged 2
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Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 86979 members 
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	Iteration 67Q: 3 clusters Score -5443918 nChanged 2
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Mstep: Class 1 contains 909 members 
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	Iteration 68Q: 3 clusters Score -5443916 nChanged 4
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Mstep: Class 1 contains 905 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5443910 nChanged 5
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Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 86990 members 
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	Iteration 70Q: 3 clusters Score -5443912 nChanged 5
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Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 86991 members 
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	Iteration 71Q: 3 clusters Score -5443912 nChanged 5
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Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 86994 members 
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	Iteration 72Q: 3 clusters Score -5443915 nChanged 5
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Mstep: Class 1 contains 893 members 
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	Iteration 73Q: 3 clusters Score -5443914 nChanged 6
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Mstep: Class 1 contains 889 members 
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	Iteration 74Q: 3 clusters Score -5443918 nChanged 7
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Mstep: Class 1 contains 884 members 
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	Iteration 75Q: 3 clusters Score -5443920 nChanged 5
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Mstep: Class 1 contains 881 members 
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	Iteration 76Q: 3 clusters Score -5443920 nChanged 9
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Mstep: Class 1 contains 876 members 
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	Iteration 77Q: 3 clusters Score -5443916 nChanged 8
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Mstep: Class 1 contains 872 members 
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	Iteration 78Q: 3 clusters Score -5443918 nChanged 7
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	Iteration 79Q: 3 clusters Score -5443914 nChanged 7
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	Iteration 80F: 3 clusters Score -5443921 nChanged 14
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	Iteration 81Q: 3 clusters Score -5443920 nChanged 13
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	Iteration 82Q: 3 clusters Score -5443924 nChanged 10
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	Iteration 83Q: 3 clusters Score -5443928 nChanged 13
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	Iteration 84Q: 3 clusters Score -5443930 nChanged 10
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	Iteration 85Q: 3 clusters Score -5443936 nChanged 8
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	Iteration 86Q: 3 clusters Score -5443936 nChanged 6
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	Iteration 87Q: 3 clusters Score -5443939 nChanged 4
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	Iteration 88Q: 3 clusters Score -5443936 nChanged 3
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	Iteration 89Q: 3 clusters Score -5443936 nChanged 4
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	Iteration 90Q: 3 clusters Score -5443944 nChanged 4
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	Iteration 91Q: 3 clusters Score -5443945 nChanged 4
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	Iteration 92Q: 3 clusters Score -5443944 nChanged 5
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	Iteration 93Q: 3 clusters Score -5443948 nChanged 5
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	Iteration 94Q: 3 clusters Score -5443956 nChanged 3
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	Iteration 95Q: 3 clusters Score -5443954 nChanged 3
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	Iteration 96Q: 3 clusters Score -5443959 nChanged 4
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	Iteration 97Q: 3 clusters Score -5443957 nChanged 2
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	Iteration 98Q: 3 clusters Score -5443953 nChanged 1
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	Iteration 99Q: 3 clusters Score -5443954 nChanged 1
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	Iteration 100F: 3 clusters Score -5443954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23024.361328 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23024.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22614.873047 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22614.87 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22801.351562 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22801.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22886.843750 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22886.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22931.261719 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -22931.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22957.152344 Penalty: 547.248108
	Iteration 4F: 3 clusters Score -22957.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22968.201172 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -22968.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22980.382812 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -22980.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22994.191406 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -22994.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23013.537109 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23013.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23027.662109 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23027.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23034.369141 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23034.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23038.191406 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23038.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23039.164062 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23039.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23039.845703 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -23039.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23040.390625 Penalty: 547.248108
	Iteration 14Q: 3 clusters Score -23040.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23040.390625 Penalty: 547.248108
	Iteration 15F: 3 clusters Score -23040.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286880.000000 Penalty: 37422.929688
Splitting cluster 8 changes total score from -53287380.000000 to -53286880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (81735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Entering Unmasked Estep 
Score: -5034893.000000 Penalty: 514.661316
	Iteration 0F: 2 clusters Score -5034893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -4980033.000000 Penalty: 1029.322632
	Iteration 0F: 3 clusters Score -4980033 nChanged 39783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -5006040.500000 Penalty: 1029.322632
	Iteration 1F: 3 clusters Score -5006040 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -5009114.000000 Penalty: 1029.322632
	Iteration 2F: 3 clusters Score -5009114 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -5014348.000000 Penalty: 1029.322632
	Iteration 3F: 3 clusters Score -5014348 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -5021056.000000 Penalty: 1029.322632
	Iteration 4F: 3 clusters Score -5021056 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -5026892.500000 Penalty: 1029.322632
	Iteration 5F: 3 clusters Score -5026892 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -5030444.500000 Penalty: 1029.322632
	Iteration 6Q: 3 clusters Score -5030444 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -5032346.000000 Penalty: 1029.322632
	Iteration 7Q: 3 clusters Score -5032346 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -5033301.000000 Penalty: 1029.322632
	Iteration 8Q: 3 clusters Score -5033301 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -5033821.000000 Penalty: 1029.322632
	Iteration 9Q: 3 clusters Score -5033821 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -5034078.500000 Penalty: 1029.322632
	Iteration 10Q: 3 clusters Score -5034078 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -5034229.500000 Penalty: 1029.322632
	Iteration 11Q: 3 clusters Score -5034230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -5034321.000000 Penalty: 1029.322632
	Iteration 12Q: 3 clusters Score -5034321 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -5034409.000000 Penalty: 1029.322632
	Iteration 13Q: 3 clusters Score -5034409 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -5034461.000000 Penalty: 1029.322632
	Iteration 14Q: 3 clusters Score -5034461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -5034481.000000 Penalty: 1029.322632
	Iteration 15Q: 3 clusters Score -5034481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -5034508.500000 Penalty: 1029.322632
	Iteration 16Q: 3 clusters Score -5034508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -5034524.000000 Penalty: 1029.322632
	Iteration 17Q: 3 clusters Score -5034524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -5034545.000000 Penalty: 1029.322632
	Iteration 18Q: 3 clusters Score -5034545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -5034556.500000 Penalty: 1029.322632
	Iteration 19Q: 3 clusters Score -5034556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -5034570.000000 Penalty: 1029.322632
	Iteration 20F: 3 clusters Score -5034570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -5034580.500000 Penalty: 1029.322632
	Iteration 21Q: 3 clusters Score -5034580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -5034577.500000 Penalty: 1029.322632
	Iteration 22Q: 3 clusters Score -5034578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -5034570.500000 Penalty: 1029.322632
	Iteration 23Q: 3 clusters Score -5034570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -5034580.500000 Penalty: 1029.322632
	Iteration 24Q: 3 clusters Score -5034580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -5034582.000000 Penalty: 1029.322632
	Iteration 25Q: 3 clusters Score -5034582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -5034585.000000 Penalty: 1029.322632
	Iteration 26Q: 3 clusters Score -5034585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -5034586.500000 Penalty: 1029.322632
	Iteration 27Q: 3 clusters Score -5034586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -5034587.500000 Penalty: 1029.322632
	Iteration 28Q: 3 clusters Score -5034588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -5034586.500000 Penalty: 1029.322632
	Iteration 29Q: 3 clusters Score -5034586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -5034589.000000 Penalty: 1029.322632
	Iteration 30Q: 3 clusters Score -5034589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -5034587.500000 Penalty: 1029.322632
	Iteration 31Q: 3 clusters Score -5034588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -5034591.000000 Penalty: 1029.322632
	Iteration 32Q: 3 clusters Score -5034591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -5034595.000000 Penalty: 1029.322632
	Iteration 33Q: 3 clusters Score -5034595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -5034597.000000 Penalty: 1029.322632
	Iteration 34Q: 3 clusters Score -5034597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -5034600.000000 Penalty: 1029.322632
	Iteration 35Q: 3 clusters Score -5034600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -5034597.000000 Penalty: 1029.322632
	Iteration 36Q: 3 clusters Score -5034597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -5034593.500000 Penalty: 1029.322632
	Iteration 37Q: 3 clusters Score -5034594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -5034597.500000 Penalty: 1029.322632
	Iteration 38Q: 3 clusters Score -5034598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -5034602.000000 Penalty: 1029.322632
	Iteration 39Q: 3 clusters Score -5034602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -5034597.500000 Penalty: 1029.322632
	Iteration 40F: 3 clusters Score -5034598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -5034598.000000 Penalty: 1029.322632
	Iteration 41Q: 3 clusters Score -5034598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -5034599.500000 Penalty: 1029.322632
	Iteration 42Q: 3 clusters Score -5034600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -5034597.500000 Penalty: 1029.322632
	Iteration 43Q: 3 clusters Score -5034598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -5034609.000000 Penalty: 1029.322632
	Iteration 44Q: 3 clusters Score -5034609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -5034604.000000 Penalty: 1029.322632
	Iteration 45Q: 3 clusters Score -5034604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -5034605.000000 Penalty: 1029.322632
	Iteration 46Q: 3 clusters Score -5034605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5034602.500000 Penalty: 1029.322632
	Iteration 47Q: 3 clusters Score -5034602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5034602.500000 Penalty: 1029.322632
	Iteration 48F: 3 clusters Score -5034602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 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 442 members 
Entering Unmasked Estep 
Score: -55596.957031 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55596.96 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -55834.953125 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -55834.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55945.824219 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -55945.82 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -56055.601562 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -56055.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56172.929688 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -56172.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -56301.539062 Penalty: 618.612549
	Iteration 5F: 3 clusters Score -56301.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56394.785156 Penalty: 618.612549
	Iteration 6F: 3 clusters Score -56394.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -56422.230469 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56422.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -56432.500000 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -56436.992188 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56436.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -56439.582031 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -56439.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -56443.027344 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -56443.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56445.460938 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -56445.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -56447.097656 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -56447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -56448.171875 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -56448.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56449.945312 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -56449.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -56452.343750 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -56452.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -56456.234375 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -56456.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56460.515625 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -56460.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56463.632812 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -56463.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -56465.953125 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -56465.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56467.539062 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -56467.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -56468.664062 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -56468.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -56469.269531 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -56469.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56469.390625 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -56469.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56469.390625 Penalty: 618.612549
	Iteration 25F: 3 clusters Score -56469.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287060.000000 Penalty: 37422.929688
Splitting cluster 10 changes total score from -53287380.000000 to -53287060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (87544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Entering Unmasked Estep 
Score: -5482311.500000 Penalty: 517.785339
	Iteration 0F: 2 clusters Score -5482312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5426289.500000 Penalty: 1035.570679
	Iteration 0F: 3 clusters Score -5426290 nChanged 42881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5452809.000000 Penalty: 1035.570679
	Iteration 1F: 3 clusters Score -5452809 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5454216.000000 Penalty: 1035.570679
	Iteration 2Q: 3 clusters Score -5454216 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5456687.000000 Penalty: 1035.570679
	Iteration 3Q: 3 clusters Score -5456687 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5461136.000000 Penalty: 1035.570679
	Iteration 4F: 3 clusters Score -5461136 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5466793.000000 Penalty: 1035.570679
	Iteration 5F: 3 clusters Score -5466793 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5470290.500000 Penalty: 1035.570679
	Iteration 6F: 3 clusters Score -5470290 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5471496.500000 Penalty: 1035.570679
	Iteration 7Q: 3 clusters Score -5471496 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -5471924.500000 Penalty: 1035.570679
	Iteration 8Q: 3 clusters Score -5471924 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -5472264.000000 Penalty: 1035.570679
	Iteration 9Q: 3 clusters Score -5472264 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5472686.000000 Penalty: 1035.570679
	Iteration 10Q: 3 clusters Score -5472686 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -5473102.500000 Penalty: 1035.570679
	Iteration 11Q: 3 clusters Score -5473102 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5473538.500000 Penalty: 1035.570679
	Iteration 12Q: 3 clusters Score -5473538 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5474034.000000 Penalty: 1035.570679
	Iteration 13Q: 3 clusters Score -5474034 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -5474571.000000 Penalty: 1035.570679
	Iteration 14Q: 3 clusters Score -5474571 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5475106.000000 Penalty: 1035.570679
	Iteration 15Q: 3 clusters Score -5475106 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -5475595.500000 Penalty: 1035.570679
	Iteration 16Q: 3 clusters Score -5475596 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5476101.500000 Penalty: 1035.570679
	Iteration 17Q: 3 clusters Score -5476102 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5476588.500000 Penalty: 1035.570679
	Iteration 18Q: 3 clusters Score -5476588 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5477155.000000 Penalty: 1035.570679
	Iteration 19Q: 3 clusters Score -5477155 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5477718.500000 Penalty: 1035.570679
	Iteration 20F: 3 clusters Score -5477718 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74946 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5478320.500000 Penalty: 1035.570679
	Iteration 21Q: 3 clusters Score -5478320 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5479053.000000 Penalty: 1035.570679
	Iteration 22Q: 3 clusters Score -5479053 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5479622.000000 Penalty: 1035.570679
	Iteration 23Q: 3 clusters Score -5479622 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5480153.500000 Penalty: 1035.570679
	Iteration 24Q: 3 clusters Score -5480154 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5480530.000000 Penalty: 1035.570679
	Iteration 25Q: 3 clusters Score -5480530 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -5480794.000000 Penalty: 1035.570679
	Iteration 26Q: 3 clusters Score -5480794 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -5481010.000000 Penalty: 1035.570679
	Iteration 27Q: 3 clusters Score -5481010 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5481191.000000 Penalty: 1035.570679
	Iteration 28Q: 3 clusters Score -5481191 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5481345.000000 Penalty: 1035.570679
	Iteration 29Q: 3 clusters Score -5481345 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5481487.500000 Penalty: 1035.570679
	Iteration 30Q: 3 clusters Score -5481488 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5481616.500000 Penalty: 1035.570679
	Iteration 31Q: 3 clusters Score -5481616 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5481672.000000 Penalty: 1035.570679
	Iteration 32Q: 3 clusters Score -5481672 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5481756.000000 Penalty: 1035.570679
	Iteration 33Q: 3 clusters Score -5481756 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5481858.500000 Penalty: 1035.570679
	Iteration 34Q: 3 clusters Score -5481858 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5481928.500000 Penalty: 1035.570679
	Iteration 35Q: 3 clusters Score -5481928 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5481969.000000 Penalty: 1035.570679
	Iteration 36Q: 3 clusters Score -5481969 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5481989.500000 Penalty: 1035.570679
	Iteration 37Q: 3 clusters Score -5481990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5482001.000000 Penalty: 1035.570679
	Iteration 38Q: 3 clusters Score -5482001 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5482007.500000 Penalty: 1035.570679
	Iteration 39Q: 3 clusters Score -5482008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5482036.500000 Penalty: 1035.570679
	Iteration 40F: 3 clusters Score -5482036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5482068.500000 Penalty: 1035.570679
	Iteration 41Q: 3 clusters Score -5482068 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5482069.000000 Penalty: 1035.570679
	Iteration 42Q: 3 clusters Score -5482069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5482085.500000 Penalty: 1035.570679
	Iteration 43Q: 3 clusters Score -5482086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5482076.500000 Penalty: 1035.570679
	Iteration 44Q: 3 clusters Score -5482076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5482087.000000 Penalty: 1035.570679
	Iteration 45Q: 3 clusters Score -5482087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5482092.500000 Penalty: 1035.570679
	Iteration 46Q: 3 clusters Score -5482092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5482105.000000 Penalty: 1035.570679
	Iteration 47Q: 3 clusters Score -5482105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5482109.500000 Penalty: 1035.570679
	Iteration 48Q: 3 clusters Score -5482110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5482107.500000 Penalty: 1035.570679
	Iteration 49Q: 3 clusters Score -5482108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5482111.500000 Penalty: 1035.570679
	Iteration 50Q: 3 clusters Score -5482112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5482117.000000 Penalty: 1035.570679
	Iteration 51Q: 3 clusters Score -5482117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5482115.000000 Penalty: 1035.570679
	Iteration 52Q: 3 clusters Score -5482115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5482126.500000 Penalty: 1035.570679
	Iteration 53Q: 3 clusters Score -5482126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5482132.500000 Penalty: 1035.570679
	Iteration 54Q: 3 clusters Score -5482132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5482126.000000 Penalty: 1035.570679
	Iteration 55Q: 3 clusters Score -5482126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5482131.000000 Penalty: 1035.570679
	Iteration 56Q: 3 clusters Score -5482131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5482135.500000 Penalty: 1035.570679
	Iteration 57Q: 3 clusters Score -5482136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5482138.500000 Penalty: 1035.570679
	Iteration 58Q: 3 clusters Score -5482138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5482144.500000 Penalty: 1035.570679
	Iteration 59Q: 3 clusters Score -5482144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5482157.000000 Penalty: 1035.570679
	Iteration 60F: 3 clusters Score -5482157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5482164.000000 Penalty: 1035.570679
	Iteration 61Q: 3 clusters Score -5482164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5482160.000000 Penalty: 1035.570679
	Iteration 62Q: 3 clusters Score -5482160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5482165.500000 Penalty: 1035.570679
	Iteration 63Q: 3 clusters Score -5482166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5482158.000000 Penalty: 1035.570679
	Iteration 64Q: 3 clusters Score -5482158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5482157.000000 Penalty: 1035.570679
	Iteration 65Q: 3 clusters Score -5482157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5482153.000000 Penalty: 1035.570679
	Iteration 66Q: 3 clusters Score -5482153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5482150.500000 Penalty: 1035.570679
	Iteration 67Q: 3 clusters Score -5482150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5482153.000000 Penalty: 1035.570679
	Iteration 68Q: 3 clusters Score -5482153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5482151.500000 Penalty: 1035.570679
	Iteration 69Q: 3 clusters Score -5482152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5482149.000000 Penalty: 1035.570679
	Iteration 70Q: 3 clusters Score -5482149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5482151.000000 Penalty: 1035.570679
	Iteration 71Q: 3 clusters Score -5482151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5482153.000000 Penalty: 1035.570679
	Iteration 72Q: 3 clusters Score -5482153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5482155.500000 Penalty: 1035.570679
	Iteration 73Q: 3 clusters Score -5482156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5482148.000000 Penalty: 1035.570679
	Iteration 74Q: 3 clusters Score -5482148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5482146.000000 Penalty: 1035.570679
	Iteration 75Q: 3 clusters Score -5482146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5482149.500000 Penalty: 1035.570679
	Iteration 76Q: 3 clusters Score -5482150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5482147.500000 Penalty: 1035.570679
	Iteration 77Q: 3 clusters Score -5482148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5482146.500000 Penalty: 1035.570679
	Iteration 78Q: 3 clusters Score -5482146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5482146.500000 Penalty: 1035.570679
	Iteration 79F: 3 clusters Score -5482146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -97024.125000 Penalty: 336.700439
	Iteration 0F: 2 clusters Score -97024.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -95795.382812 Penalty: 673.400879
	Iteration 0F: 3 clusters Score -95795.38 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -96321.820312 Penalty: 673.400879
	Iteration 1F: 3 clusters Score -96321.82 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -96496.226562 Penalty: 673.400879
	Iteration 2F: 3 clusters Score -96496.23 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96671.273438 Penalty: 673.400879
	Iteration 3F: 3 clusters Score -96671.27 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -96816.921875 Penalty: 673.400879
	Iteration 4F: 3 clusters Score -96816.92 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96892.554688 Penalty: 673.400879
	Iteration 5F: 3 clusters Score -96892.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96937.226562 Penalty: 673.400879
	Iteration 6Q: 3 clusters Score -96937.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96965.007812 Penalty: 673.400879
	Iteration 7Q: 3 clusters Score -96965.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96983.625000 Penalty: 673.400879
	Iteration 8Q: 3 clusters Score -96983.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96997.203125 Penalty: 673.400879
	Iteration 9Q: 3 clusters Score -96997.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97002.132812 Penalty: 673.400879
	Iteration 10Q: 3 clusters Score -97002.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97005.960938 Penalty: 673.400879
	Iteration 11Q: 3 clusters Score -97005.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97008.625000 Penalty: 673.400879
	Iteration 12Q: 3 clusters Score -97008.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97009.343750 Penalty: 673.400879
	Iteration 13Q: 3 clusters Score -97009.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97009.625000 Penalty: 673.400879
	Iteration 14Q: 3 clusters Score -97009.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97009.914062 Penalty: 673.400879
	Iteration 15Q: 3 clusters Score -97009.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97010.359375 Penalty: 673.400879
	Iteration 16Q: 3 clusters Score -97010.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97011.601562 Penalty: 673.400879
	Iteration 17Q: 3 clusters Score -97011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97012.406250 Penalty: 673.400879
	Iteration 18Q: 3 clusters Score -97012.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97012.687500 Penalty: 673.400879
	Iteration 19Q: 3 clusters Score -97012.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97013.601562 Penalty: 673.400879
	Iteration 20F: 3 clusters Score -97013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97013.875000 Penalty: 673.400879
	Iteration 21Q: 3 clusters Score -97013.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97014.195312 Penalty: 673.400879
	Iteration 22Q: 3 clusters Score -97014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97014.789062 Penalty: 673.400879
	Iteration 23Q: 3 clusters Score -97014.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97014.890625 Penalty: 673.400879
	Iteration 24Q: 3 clusters Score -97014.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97014.890625 Penalty: 673.400879
	Iteration 25F: 3 clusters Score -97014.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Entering Unmasked Estep 
Score: -5350236.500000 Penalty: 516.752930
	Iteration 0F: 2 clusters Score -5350236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5294536.500000 Penalty: 1033.505859
	Iteration 0F: 3 clusters Score -5294536 nChanged 41639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5320097.000000 Penalty: 1033.505859
	Iteration 1F: 3 clusters Score -5320097 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5321534.000000 Penalty: 1033.505859
	Iteration 2Q: 3 clusters Score -5321534 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5323657.000000 Penalty: 1033.505859
	Iteration 3Q: 3 clusters Score -5323657 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5326860.000000 Penalty: 1033.505859
	Iteration 4F: 3 clusters Score -5326860 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5331036.500000 Penalty: 1033.505859
	Iteration 5F: 3 clusters Score -5331036 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -5335056.000000 Penalty: 1033.505859
	Iteration 6F: 3 clusters Score -5335056 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5337062.000000 Penalty: 1033.505859
	Iteration 7F: 3 clusters Score -5337062 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5337618.000000 Penalty: 1033.505859
	Iteration 8Q: 3 clusters Score -5337618 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -5337790.000000 Penalty: 1033.505859
	Iteration 9Q: 3 clusters Score -5337790 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5337937.500000 Penalty: 1033.505859
	Iteration 10Q: 3 clusters Score -5337938 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -5338099.000000 Penalty: 1033.505859
	Iteration 11Q: 3 clusters Score -5338099 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5338281.500000 Penalty: 1033.505859
	Iteration 12Q: 3 clusters Score -5338282 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5338464.000000 Penalty: 1033.505859
	Iteration 13Q: 3 clusters Score -5338464 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -5338639.500000 Penalty: 1033.505859
	Iteration 14Q: 3 clusters Score -5338640 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5338877.000000 Penalty: 1033.505859
	Iteration 15Q: 3 clusters Score -5338877 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -5339175.500000 Penalty: 1033.505859
	Iteration 16Q: 3 clusters Score -5339176 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -5339444.500000 Penalty: 1033.505859
	Iteration 17Q: 3 clusters Score -5339444 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5339820.500000 Penalty: 1033.505859
	Iteration 18Q: 3 clusters Score -5339820 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5340287.500000 Penalty: 1033.505859
	Iteration 19Q: 3 clusters Score -5340288 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5340725.500000 Penalty: 1033.505859
	Iteration 20F: 3 clusters Score -5340726 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5341161.000000 Penalty: 1033.505859
	Iteration 21Q: 3 clusters Score -5341161 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -5341601.500000 Penalty: 1033.505859
	Iteration 22Q: 3 clusters Score -5341602 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5342118.500000 Penalty: 1033.505859
	Iteration 23Q: 3 clusters Score -5342118 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5342686.500000 Penalty: 1033.505859
	Iteration 24Q: 3 clusters Score -5342686 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5343277.000000 Penalty: 1033.505859
	Iteration 25Q: 3 clusters Score -5343277 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5343813.500000 Penalty: 1033.505859
	Iteration 26Q: 3 clusters Score -5343814 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5344374.500000 Penalty: 1033.505859
	Iteration 27Q: 3 clusters Score -5344374 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -5344987.000000 Penalty: 1033.505859
	Iteration 28Q: 3 clusters Score -5344987 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5345597.000000 Penalty: 1033.505859
	Iteration 29Q: 3 clusters Score -5345597 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -5346164.500000 Penalty: 1033.505859
	Iteration 30Q: 3 clusters Score -5346164 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5346755.000000 Penalty: 1033.505859
	Iteration 31Q: 3 clusters Score -5346755 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5347292.500000 Penalty: 1033.505859
	Iteration 32Q: 3 clusters Score -5347292 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -5347790.500000 Penalty: 1033.505859
	Iteration 33Q: 3 clusters Score -5347790 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5348237.500000 Penalty: 1033.505859
	Iteration 34Q: 3 clusters Score -5348238 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5348624.000000 Penalty: 1033.505859
	Iteration 35Q: 3 clusters Score -5348624 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -5348954.500000 Penalty: 1033.505859
	Iteration 36Q: 3 clusters Score -5348954 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5349259.000000 Penalty: 1033.505859
	Iteration 37Q: 3 clusters Score -5349259 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5349487.500000 Penalty: 1033.505859
	Iteration 38Q: 3 clusters Score -5349488 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5349697.500000 Penalty: 1033.505859
	Iteration 39Q: 3 clusters Score -5349698 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5349810.500000 Penalty: 1033.505859
	Iteration 40F: 3 clusters Score -5349810 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5349865.500000 Penalty: 1033.505859
	Iteration 41Q: 3 clusters Score -5349866 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5349970.000000 Penalty: 1033.505859
	Iteration 42Q: 3 clusters Score -5349970 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5350012.500000 Penalty: 1033.505859
	Iteration 43Q: 3 clusters Score -5350012 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5350035.500000 Penalty: 1033.505859
	Iteration 44Q: 3 clusters Score -5350036 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5350044.000000 Penalty: 1033.505859
	Iteration 45Q: 3 clusters Score -5350044 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5350067.000000 Penalty: 1033.505859
	Iteration 46Q: 3 clusters Score -5350067 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5350093.500000 Penalty: 1033.505859
	Iteration 47Q: 3 clusters Score -5350094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5350078.500000 Penalty: 1033.505859
	Iteration 48Q: 3 clusters Score -5350078 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5350083.000000 Penalty: 1033.505859
	Iteration 49Q: 3 clusters Score -5350083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5350079.500000 Penalty: 1033.505859
	Iteration 50Q: 3 clusters Score -5350080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5350070.000000 Penalty: 1033.505859
	Iteration 51Q: 3 clusters Score -5350070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5350058.500000 Penalty: 1033.505859
	Iteration 52Q: 3 clusters Score -5350058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5350044.000000 Penalty: 1033.505859
	Iteration 53Q: 3 clusters Score -5350044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5350046.500000 Penalty: 1033.505859
	Iteration 54Q: 3 clusters Score -5350046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5350056.000000 Penalty: 1033.505859
	Iteration 55Q: 3 clusters Score -5350056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5350051.500000 Penalty: 1033.505859
	Iteration 56Q: 3 clusters Score -5350052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5350050.500000 Penalty: 1033.505859
	Iteration 57Q: 3 clusters Score -5350050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5350055.000000 Penalty: 1033.505859
	Iteration 58Q: 3 clusters Score -5350055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5350061.000000 Penalty: 1033.505859
	Iteration 59Q: 3 clusters Score -5350061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5350054.500000 Penalty: 1033.505859
	Iteration 60F: 3 clusters Score -5350054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5350055.000000 Penalty: 1033.505859
	Iteration 61Q: 3 clusters Score -5350055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5350058.000000 Penalty: 1033.505859
	Iteration 62Q: 3 clusters Score -5350058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5350070.500000 Penalty: 1033.505859
	Iteration 63Q: 3 clusters Score -5350070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5350056.500000 Penalty: 1033.505859
	Iteration 64Q: 3 clusters Score -5350056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5350070.000000 Penalty: 1033.505859
	Iteration 65Q: 3 clusters Score -5350070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5350079.500000 Penalty: 1033.505859
	Iteration 66Q: 3 clusters Score -5350080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5350082.500000 Penalty: 1033.505859
	Iteration 67Q: 3 clusters Score -5350082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5350082.500000 Penalty: 1033.505859
	Iteration 68Q: 3 clusters Score -5350082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5350080.500000 Penalty: 1033.505859
	Iteration 69Q: 3 clusters Score -5350080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5350075.500000 Penalty: 1033.505859
	Iteration 70Q: 3 clusters Score -5350076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5350078.500000 Penalty: 1033.505859
	Iteration 71Q: 3 clusters Score -5350078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5350079.000000 Penalty: 1033.505859
	Iteration 72Q: 3 clusters Score -5350079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5350075.500000 Penalty: 1033.505859
	Iteration 73Q: 3 clusters Score -5350076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5350074.000000 Penalty: 1033.505859
	Iteration 74Q: 3 clusters Score -5350074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5350067.000000 Penalty: 1033.505859
	Iteration 75Q: 3 clusters Score -5350067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5350061.500000 Penalty: 1033.505859
	Iteration 76Q: 3 clusters Score -5350062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5350062.500000 Penalty: 1033.505859
	Iteration 77Q: 3 clusters Score -5350062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5350062.500000 Penalty: 1033.505859
	Iteration 78F: 3 clusters Score -5350062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Entering Unmasked Estep 
Score: -5293478.500000 Penalty: 516.263794
	Iteration 0F: 2 clusters Score -5293478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5236903.500000 Penalty: 1032.527588
	Iteration 0F: 3 clusters Score -5236904 nChanged 41235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5262195.000000 Penalty: 1032.527588
	Iteration 1F: 3 clusters Score -5262195 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -5264153.500000 Penalty: 1032.527588
	Iteration 2F: 3 clusters Score -5264154 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5267676.000000 Penalty: 1032.527588
	Iteration 3F: 3 clusters Score -5267676 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5272685.500000 Penalty: 1032.527588
	Iteration 4F: 3 clusters Score -5272686 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -5277561.500000 Penalty: 1032.527588
	Iteration 5F: 3 clusters Score -5277562 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5280848.500000 Penalty: 1032.527588
	Iteration 6F: 3 clusters Score -5280848 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -5282741.500000 Penalty: 1032.527588
	Iteration 7Q: 3 clusters Score -5282742 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5283686.500000 Penalty: 1032.527588
	Iteration 8Q: 3 clusters Score -5283686 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5284092.000000 Penalty: 1032.527588
	Iteration 9Q: 3 clusters Score -5284092 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5284266.500000 Penalty: 1032.527588
	Iteration 10Q: 3 clusters Score -5284266 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5284305.000000 Penalty: 1032.527588
	Iteration 11Q: 3 clusters Score -5284305 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5284280.500000 Penalty: 1032.527588
	Iteration 12Q: 3 clusters Score -5284280 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5284148.000000 Penalty: 1032.527588
	Iteration 13Q: 3 clusters Score -5284148 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5283965.500000 Penalty: 1032.527588
	Iteration 14Q: 3 clusters Score -5283966 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -5283748.000000 Penalty: 1032.527588
	Iteration 15Q: 3 clusters Score -5283748 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5283519.000000 Penalty: 1032.527588
	Iteration 16Q: 3 clusters Score -5283519 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -5283260.000000 Penalty: 1032.527588
	Iteration 17Q: 3 clusters Score -5283260 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -5283028.000000 Penalty: 1032.527588
	Iteration 18Q: 3 clusters Score -5283028 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5282789.500000 Penalty: 1032.527588
	Iteration 19Q: 3 clusters Score -5282790 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5282848.000000 Penalty: 1032.527588
	Iteration 20F: 3 clusters Score -5282848 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5282589.000000 Penalty: 1032.527588
	Iteration 21Q: 3 clusters Score -5282589 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5282339.500000 Penalty: 1032.527588
	Iteration 22Q: 3 clusters Score -5282340 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -5282259.000000 Penalty: 1032.527588
	Iteration 23Q: 3 clusters Score -5282259 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -5282244.000000 Penalty: 1032.527588
	Iteration 24Q: 3 clusters Score -5282244 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5282266.000000 Penalty: 1032.527588
	Iteration 25Q: 3 clusters Score -5282266 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5282394.500000 Penalty: 1032.527588
	Iteration 26Q: 3 clusters Score -5282394 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -5282478.500000 Penalty: 1032.527588
	Iteration 27Q: 3 clusters Score -5282478 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5282700.000000 Penalty: 1032.527588
	Iteration 28Q: 3 clusters Score -5282700 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -5283013.000000 Penalty: 1032.527588
	Iteration 29Q: 3 clusters Score -5283013 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5283235.000000 Penalty: 1032.527588
	Iteration 30Q: 3 clusters Score -5283235 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5283487.500000 Penalty: 1032.527588
	Iteration 31Q: 3 clusters Score -5283488 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -5283665.500000 Penalty: 1032.527588
	Iteration 32Q: 3 clusters Score -5283666 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5283813.500000 Penalty: 1032.527588
	Iteration 33Q: 3 clusters Score -5283814 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5283954.500000 Penalty: 1032.527588
	Iteration 34Q: 3 clusters Score -5283954 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5284116.500000 Penalty: 1032.527588
	Iteration 35Q: 3 clusters Score -5284116 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -5284178.000000 Penalty: 1032.527588
	Iteration 36Q: 3 clusters Score -5284178 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -5284279.000000 Penalty: 1032.527588
	Iteration 37Q: 3 clusters Score -5284279 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5284347.500000 Penalty: 1032.527588
	Iteration 38Q: 3 clusters Score -5284348 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -5284411.500000 Penalty: 1032.527588
	Iteration 39Q: 3 clusters Score -5284412 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -5284508.500000 Penalty: 1032.527588
	Iteration 40F: 3 clusters Score -5284508 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -5284613.500000 Penalty: 1032.527588
	Iteration 41Q: 3 clusters Score -5284614 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -5284705.500000 Penalty: 1032.527588
	Iteration 42Q: 3 clusters Score -5284706 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -5284871.000000 Penalty: 1032.527588
	Iteration 43Q: 3 clusters Score -5284871 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -5285051.000000 Penalty: 1032.527588
	Iteration 44Q: 3 clusters Score -5285051 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -5285270.000000 Penalty: 1032.527588
	Iteration 45Q: 3 clusters Score -5285270 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -5285519.000000 Penalty: 1032.527588
	Iteration 46Q: 3 clusters Score -5285519 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -5285757.000000 Penalty: 1032.527588
	Iteration 47Q: 3 clusters Score -5285757 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -5286054.500000 Penalty: 1032.527588
	Iteration 48Q: 3 clusters Score -5286054 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -5286438.000000 Penalty: 1032.527588
	Iteration 49Q: 3 clusters Score -5286438 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5286767.000000 Penalty: 1032.527588
	Iteration 50Q: 3 clusters Score -5286767 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -5287085.000000 Penalty: 1032.527588
	Iteration 51Q: 3 clusters Score -5287085 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -5287473.500000 Penalty: 1032.527588
	Iteration 52Q: 3 clusters Score -5287474 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -5287795.500000 Penalty: 1032.527588
	Iteration 53Q: 3 clusters Score -5287796 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -5288131.500000 Penalty: 1032.527588
	Iteration 54Q: 3 clusters Score -5288132 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -5288539.000000 Penalty: 1032.527588
	Iteration 55Q: 3 clusters Score -5288539 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -5288827.500000 Penalty: 1032.527588
	Iteration 56Q: 3 clusters Score -5288828 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -5289104.000000 Penalty: 1032.527588
	Iteration 57Q: 3 clusters Score -5289104 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -5289362.000000 Penalty: 1032.527588
	Iteration 58Q: 3 clusters Score -5289362 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -5289600.000000 Penalty: 1032.527588
	Iteration 59Q: 3 clusters Score -5289600 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -5289812.500000 Penalty: 1032.527588
	Iteration 60F: 3 clusters Score -5289812 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -5289928.000000 Penalty: 1032.527588
	Iteration 61Q: 3 clusters Score -5289928 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -5290034.000000 Penalty: 1032.527588
	Iteration 62Q: 3 clusters Score -5290034 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -5290122.500000 Penalty: 1032.527588
	Iteration 63Q: 3 clusters Score -5290122 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -5290143.500000 Penalty: 1032.527588
	Iteration 64Q: 3 clusters Score -5290144 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -5290172.500000 Penalty: 1032.527588
	Iteration 65Q: 3 clusters Score -5290172 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -5290193.000000 Penalty: 1032.527588
	Iteration 66Q: 3 clusters Score -5290193 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -5290232.000000 Penalty: 1032.527588
	Iteration 67Q: 3 clusters Score -5290232 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -5290238.500000 Penalty: 1032.527588
	Iteration 68Q: 3 clusters Score -5290238 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -5290308.500000 Penalty: 1032.527588
	Iteration 69Q: 3 clusters Score -5290308 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -5290310.000000 Penalty: 1032.527588
	Iteration 70Q: 3 clusters Score -5290310 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -5290314.000000 Penalty: 1032.527588
	Iteration 71Q: 3 clusters Score -5290314 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -5290345.500000 Penalty: 1032.527588
	Iteration 72Q: 3 clusters Score -5290346 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -5290333.500000 Penalty: 1032.527588
	Iteration 73Q: 3 clusters Score -5290334 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5290334 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5290340 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5290356 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -5290331.500000 Penalty: 1032.527588
	Iteration 77Q: 3 clusters Score -5290332 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -5290324.500000 Penalty: 1032.527588
	Iteration 78Q: 3 clusters Score -5290324 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5290550 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -5290724.000000 Penalty: 1032.527588
	Iteration 80F: 3 clusters Score -5290724 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5290887 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -5291015.000000 Penalty: 1032.527588
	Iteration 82Q: 3 clusters Score -5291015 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -5291170.000000 Penalty: 1032.527588
	Iteration 83Q: 3 clusters Score -5291170 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -5291344.000000 Penalty: 1032.527588
	Iteration 84Q: 3 clusters Score -5291344 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -5291457.500000 Penalty: 1032.527588
	Iteration 85Q: 3 clusters Score -5291458 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -5291573.000000 Penalty: 1032.527588
	Iteration 86Q: 3 clusters Score -5291573 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -5291721.500000 Penalty: 1032.527588
	Iteration 87Q: 3 clusters Score -5291722 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -5291873.000000 Penalty: 1032.527588
	Iteration 88Q: 3 clusters Score -5291873 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -5292055.500000 Penalty: 1032.527588
	Iteration 89Q: 3 clusters Score -5292056 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -5292195.000000 Penalty: 1032.527588
	Iteration 90Q: 3 clusters Score -5292195 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -5292302.500000 Penalty: 1032.527588
	Iteration 91Q: 3 clusters Score -5292302 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -5292433.500000 Penalty: 1032.527588
	Iteration 92Q: 3 clusters Score -5292434 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -5292531.500000 Penalty: 1032.527588
	Iteration 93Q: 3 clusters Score -5292532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 79875 members 
Entering Unmasked Estep 
Score: -5292616.000000 Penalty: 1032.527588
	Iteration 94Q: 3 clusters Score -5292616 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -5292678.500000 Penalty: 1032.527588
	Iteration 95Q: 3 clusters Score -5292678 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -5292761.500000 Penalty: 1032.527588
	Iteration 96Q: 3 clusters Score -5292762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -5292821.500000 Penalty: 1032.527588
	Iteration 97Q: 3 clusters Score -5292822 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -5292852.500000 Penalty: 1032.527588
	Iteration 98Q: 3 clusters Score -5292852 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -5292877.000000 Penalty: 1032.527588
	Iteration 99Q: 3 clusters Score -5292877 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -5292920.500000 Penalty: 1032.527588
	Iteration 100F: 3 clusters Score -5292920 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -5292960.500000 Penalty: 1032.527588
	Iteration 101Q: 3 clusters Score -5292960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5292977 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -5292989.000000 Penalty: 1032.527588
	Iteration 103Q: 3 clusters Score -5292989 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -5293021.500000 Penalty: 1032.527588
	Iteration 104Q: 3 clusters Score -5293022 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -5293047.000000 Penalty: 1032.527588
	Iteration 105Q: 3 clusters Score -5293047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -5293063.000000 Penalty: 1032.527588
	Iteration 106Q: 3 clusters Score -5293063 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -5293079.500000 Penalty: 1032.527588
	Iteration 107Q: 3 clusters Score -5293080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -5293082.000000 Penalty: 1032.527588
	Iteration 108Q: 3 clusters Score -5293082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -5293088.000000 Penalty: 1032.527588
	Iteration 109Q: 3 clusters Score -5293088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -5293102.000000 Penalty: 1032.527588
	Iteration 110Q: 3 clusters Score -5293102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -5293105.000000 Penalty: 1032.527588
	Iteration 111Q: 3 clusters Score -5293105 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -5293101.500000 Penalty: 1032.527588
	Iteration 112Q: 3 clusters Score -5293102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -5293112.500000 Penalty: 1032.527588
	Iteration 113Q: 3 clusters Score -5293112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -5293123.500000 Penalty: 1032.527588
	Iteration 114Q: 3 clusters Score -5293124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -5293130.500000 Penalty: 1032.527588
	Iteration 115Q: 3 clusters Score -5293130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -5293131.500000 Penalty: 1032.527588
	Iteration 116Q: 3 clusters Score -5293132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -5293131.500000 Penalty: 1032.527588
	Iteration 117Q: 3 clusters Score -5293132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -5293130.000000 Penalty: 1032.527588
	Iteration 118Q: 3 clusters Score -5293130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -5293126.000000 Penalty: 1032.527588
	Iteration 119Q: 3 clusters Score -5293126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -5293137.000000 Penalty: 1032.527588
	Iteration 120F: 3 clusters Score -5293137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -5293144.500000 Penalty: 1032.527588
	Iteration 121Q: 3 clusters Score -5293144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -5293144.000000 Penalty: 1032.527588
	Iteration 122Q: 3 clusters Score -5293144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -5293132.500000 Penalty: 1032.527588
	Iteration 123Q: 3 clusters Score -5293132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -5293130.000000 Penalty: 1032.527588
	Iteration 124Q: 3 clusters Score -5293130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -5293127.000000 Penalty: 1032.527588
	Iteration 125Q: 3 clusters Score -5293127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -5293131.000000 Penalty: 1032.527588
	Iteration 126Q: 3 clusters Score -5293131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -5293134.500000 Penalty: 1032.527588
	Iteration 127Q: 3 clusters Score -5293134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -5293134.000000 Penalty: 1032.527588
	Iteration 128Q: 3 clusters Score -5293134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -5293131.500000 Penalty: 1032.527588
	Iteration 129Q: 3 clusters Score -5293132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -5293132.500000 Penalty: 1032.527588
	Iteration 130Q: 3 clusters Score -5293132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -5293135.000000 Penalty: 1032.527588
	Iteration 131Q: 3 clusters Score -5293135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -5293139.000000 Penalty: 1032.527588
	Iteration 132Q: 3 clusters Score -5293139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -5293143.500000 Penalty: 1032.527588
	Iteration 133Q: 3 clusters Score -5293144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 83742 members 
Entering Unmasked Estep 
Score: -5293137.500000 Penalty: 1032.527588
	Iteration 134Q: 3 clusters Score -5293138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -5293140.500000 Penalty: 1032.527588
	Iteration 135Q: 3 clusters Score -5293140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -5293136.500000 Penalty: 1032.527588
	Iteration 136Q: 3 clusters Score -5293136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -5293142.500000 Penalty: 1032.527588
	Iteration 137Q: 3 clusters Score -5293142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -5293150.500000 Penalty: 1032.527588
	Iteration 138Q: 3 clusters Score -5293150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -5293154.500000 Penalty: 1032.527588
	Iteration 139Q: 3 clusters Score -5293154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -5293148.500000 Penalty: 1032.527588
	Iteration 140F: 3 clusters Score -5293148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -5293153.000000 Penalty: 1032.527588
	Iteration 141Q: 3 clusters Score -5293153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -5293152.500000 Penalty: 1032.527588
	Iteration 142Q: 3 clusters Score -5293152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -5293160.000000 Penalty: 1032.527588
	Iteration 143Q: 3 clusters Score -5293160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -5293161.500000 Penalty: 1032.527588
	Iteration 144Q: 3 clusters Score -5293162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -5293171.000000 Penalty: 1032.527588
	Iteration 145Q: 3 clusters Score -5293171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -5293174.500000 Penalty: 1032.527588
	Iteration 146Q: 3 clusters Score -5293174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -5293181.500000 Penalty: 1032.527588
	Iteration 147Q: 3 clusters Score -5293182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -5293182.500000 Penalty: 1032.527588
	Iteration 148Q: 3 clusters Score -5293182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -5293177.500000 Penalty: 1032.527588
	Iteration 149Q: 3 clusters Score -5293178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -5293181.000000 Penalty: 1032.527588
	Iteration 150Q: 3 clusters Score -5293181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -5293180.500000 Penalty: 1032.527588
	Iteration 151Q: 3 clusters Score -5293180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -5293182.000000 Penalty: 1032.527588
	Iteration 152Q: 3 clusters Score -5293182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -5293180.500000 Penalty: 1032.527588
	Iteration 153Q: 3 clusters Score -5293180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -5293179.500000 Penalty: 1032.527588
	Iteration 154Q: 3 clusters Score -5293180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -5293182.000000 Penalty: 1032.527588
	Iteration 155Q: 3 clusters Score -5293182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -5293182.000000 Penalty: 1032.527588
	Iteration 156F: 3 clusters Score -5293182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 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 200 members 
Entering Unmasked Estep 
Score: -26172.308594 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26172.31 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26296.373047 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26296.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26344.630859 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26344.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26366.578125 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -26366.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26392.556641 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26392.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26426.746094 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26426.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26456.380859 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26456.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26475.074219 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26475.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26480.566406 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26480.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26487.771484 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26487.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26495.189453 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26495.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26499.701172 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26501.386719 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26501.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26501.716797 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26501.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26502.162109 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -26502.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26502.162109 Penalty: 549.879639
	Iteration 15F: 3 clusters Score -26502.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -272009.625000 Penalty: 380.532074
	Iteration 0F: 2 clusters Score -272009.6 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 2123 members 
Entering Unmasked Estep 
Score: -269135.218750 Penalty: 761.064148
	Iteration 0F: 3 clusters Score -269135.2 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -270093.781250 Penalty: 761.064148
	Iteration 1F: 3 clusters Score -270093.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -270175.031250 Penalty: 761.064148
	Iteration 2Q: 3 clusters Score -270175 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -270253.312500 Penalty: 761.064148
	Iteration 3Q: 3 clusters Score -270253.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -270341.468750 Penalty: 761.064148
	Iteration 4Q: 3 clusters Score -270341.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -270436.812500 Penalty: 761.064148
	Iteration 5Q: 3 clusters Score -270436.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -270529.687500 Penalty: 761.064148
	Iteration 6Q: 3 clusters Score -270529.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -270641.937500 Penalty: 761.064148
	Iteration 7Q: 3 clusters Score -270641.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -270820.906250 Penalty: 761.064148
	Iteration 8F: 3 clusters Score -270820.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -270993.593750 Penalty: 761.064148
	Iteration 9F: 3 clusters Score -270993.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271172.687500 Penalty: 761.064148
	Iteration 10Q: 3 clusters Score -271172.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271315.750000 Penalty: 761.064148
	Iteration 11Q: 3 clusters Score -271315.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -271384.781250 Penalty: 761.064148
	Iteration 12Q: 3 clusters Score -271384.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271424.343750 Penalty: 761.064148
	Iteration 13Q: 3 clusters Score -271424.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -271450.750000 Penalty: 761.064148
	Iteration 14Q: 3 clusters Score -271450.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271470.531250 Penalty: 761.064148
	Iteration 15Q: 3 clusters Score -271470.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -271485.812500 Penalty: 761.064148
	Iteration 16Q: 3 clusters Score -271485.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271497.625000 Penalty: 761.064148
	Iteration 17Q: 3 clusters Score -271497.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -271510.625000 Penalty: 761.064148
	Iteration 18Q: 3 clusters Score -271510.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -271522.843750 Penalty: 761.064148
	Iteration 19Q: 3 clusters Score -271522.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271530.781250 Penalty: 761.064148
	Iteration 20F: 3 clusters Score -271530.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271537.343750 Penalty: 761.064148
	Iteration 21Q: 3 clusters Score -271537.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -271541.750000 Penalty: 761.064148
	Iteration 22Q: 3 clusters Score -271541.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -271547.687500 Penalty: 761.064148
	Iteration 23Q: 3 clusters Score -271547.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -271553.125000 Penalty: 761.064148
	Iteration 24Q: 3 clusters Score -271553.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -271558.625000 Penalty: 761.064148
	Iteration 25Q: 3 clusters Score -271558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -271561.093750 Penalty: 761.064148
	Iteration 26Q: 3 clusters Score -271561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -271562.968750 Penalty: 761.064148
	Iteration 27Q: 3 clusters Score -271563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -271563.250000 Penalty: 761.064148
	Iteration 28Q: 3 clusters Score -271563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -271564.375000 Penalty: 761.064148
	Iteration 29Q: 3 clusters Score -271564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -271565.031250 Penalty: 761.064148
	Iteration 30Q: 3 clusters Score -271565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -271565.531250 Penalty: 761.064148
	Iteration 31Q: 3 clusters Score -271565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -271567.468750 Penalty: 761.064148
	Iteration 32Q: 3 clusters Score -271567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271569.625000 Penalty: 761.064148
	Iteration 33Q: 3 clusters Score -271569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -271572.281250 Penalty: 761.064148
	Iteration 34Q: 3 clusters Score -271572.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -271575.343750 Penalty: 761.064148
	Iteration 35Q: 3 clusters Score -271575.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -271580.531250 Penalty: 761.064148
	Iteration 36Q: 3 clusters Score -271580.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -271584.062500 Penalty: 761.064148
	Iteration 37Q: 3 clusters Score -271584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -271586.156250 Penalty: 761.064148
	Iteration 38Q: 3 clusters Score -271586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -271587.843750 Penalty: 761.064148
	Iteration 39Q: 3 clusters Score -271587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -271589.625000 Penalty: 761.064148
	Iteration 40F: 3 clusters Score -271589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -271590.437500 Penalty: 761.064148
	Iteration 41Q: 3 clusters Score -271590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -271593.218750 Penalty: 761.064148
	Iteration 42Q: 3 clusters Score -271593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -271594.843750 Penalty: 761.064148
	Iteration 43Q: 3 clusters Score -271594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -271595.656250 Penalty: 761.064148
	Iteration 44Q: 3 clusters Score -271595.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -271599.343750 Penalty: 761.064148
	Iteration 45Q: 3 clusters Score -271599.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -271603.812500 Penalty: 761.064148
	Iteration 46Q: 3 clusters Score -271603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271607.000000 Penalty: 761.064148
	Iteration 47Q: 3 clusters Score -271607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -271610.500000 Penalty: 761.064148
	Iteration 48Q: 3 clusters Score -271610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -271613.968750 Penalty: 761.064148
	Iteration 49Q: 3 clusters Score -271614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -271615.968750 Penalty: 761.064148
	Iteration 50Q: 3 clusters Score -271616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -271618.562500 Penalty: 761.064148
	Iteration 51Q: 3 clusters Score -271618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -271620.625000 Penalty: 761.064148
	Iteration 52Q: 3 clusters Score -271620.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -271625.187500 Penalty: 761.064148
	Iteration 53Q: 3 clusters Score -271625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -271629.906250 Penalty: 761.064148
	Iteration 54Q: 3 clusters Score -271629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -271632.687500 Penalty: 761.064148
	Iteration 55Q: 3 clusters Score -271632.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -271635.812500 Penalty: 761.064148
	Iteration 56Q: 3 clusters Score -271635.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -271640.218750 Penalty: 761.064148
	Iteration 57Q: 3 clusters Score -271640.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -271645.750000 Penalty: 761.064148
	Iteration 58Q: 3 clusters Score -271645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -271651.156250 Penalty: 761.064148
	Iteration 59Q: 3 clusters Score -271651.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -271653.656250 Penalty: 761.064148
	Iteration 60F: 3 clusters Score -271653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -271654.500000 Penalty: 761.064148
	Iteration 61Q: 3 clusters Score -271654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -271655.375000 Penalty: 761.064148
	Iteration 62Q: 3 clusters Score -271655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -271656.125000 Penalty: 761.064148
	Iteration 63Q: 3 clusters Score -271656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -271656.062500 Penalty: 761.064148
	Iteration 64Q: 3 clusters Score -271656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -271657.062500 Penalty: 761.064148
	Iteration 65Q: 3 clusters Score -271657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -271657.500000 Penalty: 761.064148
	Iteration 66Q: 3 clusters Score -271657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -271657.812500 Penalty: 761.064148
	Iteration 67Q: 3 clusters Score -271657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -271658.125000 Penalty: 761.064148
	Iteration 68Q: 3 clusters Score -271658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -271659.375000 Penalty: 761.064148
	Iteration 69Q: 3 clusters Score -271659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -271661.375000 Penalty: 761.064148
	Iteration 70Q: 3 clusters Score -271661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -271662.562500 Penalty: 761.064148
	Iteration 71Q: 3 clusters Score -271662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -271666.718750 Penalty: 761.064148
	Iteration 72Q: 3 clusters Score -271666.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -271671.625000 Penalty: 761.064148
	Iteration 73Q: 3 clusters Score -271671.6 nChanged 6
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: -271673.187500 Penalty: 761.064148
	Iteration 74Q: 3 clusters Score -271673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -271673.562500 Penalty: 761.064148
	Iteration 75Q: 3 clusters Score -271673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -271673.593750 Penalty: 761.064148
	Iteration 76Q: 3 clusters Score -271673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -271673.718750 Penalty: 761.064148
	Iteration 77Q: 3 clusters Score -271673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -271674.125000 Penalty: 761.064148
	Iteration 78Q: 3 clusters Score -271674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -271674.125000 Penalty: 761.064148
	Iteration 79F: 3 clusters Score -271674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Entering Unmasked Estep 
Score: -3408827.000000 Penalty: 495.856384
	Iteration 0F: 2 clusters Score -3408827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3372784.500000 Penalty: 991.712769
	Iteration 0F: 3 clusters Score -3372784 nChanged 26129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3388370.000000 Penalty: 991.712769
	Iteration 1F: 3 clusters Score -3388370 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3389069.000000 Penalty: 991.712769
	Iteration 2Q: 3 clusters Score -3389069 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3390183.250000 Penalty: 991.712769
	Iteration 3Q: 3 clusters Score -3390183 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -3392126.500000 Penalty: 991.712769
	Iteration 4F: 3 clusters Score -3392126 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -3395126.000000 Penalty: 991.712769
	Iteration 5F: 3 clusters Score -3395126 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -3398720.000000 Penalty: 991.712769
	Iteration 6F: 3 clusters Score -3398720 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -3401768.000000 Penalty: 991.712769
	Iteration 7F: 3 clusters Score -3401768 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -3403789.750000 Penalty: 991.712769
	Iteration 8Q: 3 clusters Score -3403790 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -3405028.250000 Penalty: 991.712769
	Iteration 9Q: 3 clusters Score -3405028 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -3405856.000000 Penalty: 991.712769
	Iteration 10Q: 3 clusters Score -3405856 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -3406473.500000 Penalty: 991.712769
	Iteration 11Q: 3 clusters Score -3406474 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -3406945.750000 Penalty: 991.712769
	Iteration 12Q: 3 clusters Score -3406946 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -3407276.250000 Penalty: 991.712769
	Iteration 13Q: 3 clusters Score -3407276 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -3407533.250000 Penalty: 991.712769
	Iteration 14Q: 3 clusters Score -3407533 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -3407711.500000 Penalty: 991.712769
	Iteration 15Q: 3 clusters Score -3407712 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -3407861.750000 Penalty: 991.712769
	Iteration 16Q: 3 clusters Score -3407862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -3408006.500000 Penalty: 991.712769
	Iteration 17Q: 3 clusters Score -3408006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -3408096.750000 Penalty: 991.712769
	Iteration 18Q: 3 clusters Score -3408097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -3408171.250000 Penalty: 991.712769
	Iteration 19Q: 3 clusters Score -3408171 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -3408233.750000 Penalty: 991.712769
	Iteration 20F: 3 clusters Score -3408234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -3408262.500000 Penalty: 991.712769
	Iteration 21Q: 3 clusters Score -3408262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -3408291.000000 Penalty: 991.712769
	Iteration 22Q: 3 clusters Score -3408291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -3408319.250000 Penalty: 991.712769
	Iteration 23Q: 3 clusters Score -3408319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -3408336.500000 Penalty: 991.712769
	Iteration 24Q: 3 clusters Score -3408336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -3408334.500000 Penalty: 991.712769
	Iteration 25Q: 3 clusters Score -3408334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -3408340.250000 Penalty: 991.712769
	Iteration 26Q: 3 clusters Score -3408340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -3408347.000000 Penalty: 991.712769
	Iteration 27Q: 3 clusters Score -3408347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -3408353.250000 Penalty: 991.712769
	Iteration 28Q: 3 clusters Score -3408353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -3408362.750000 Penalty: 991.712769
	Iteration 29Q: 3 clusters Score -3408363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -3408366.750000 Penalty: 991.712769
	Iteration 30Q: 3 clusters Score -3408367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -3408375.750000 Penalty: 991.712769
	Iteration 31Q: 3 clusters Score -3408376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -3408381.750000 Penalty: 991.712769
	Iteration 32Q: 3 clusters Score -3408382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -3408381.000000 Penalty: 991.712769
	Iteration 33Q: 3 clusters Score -3408381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -3408382.000000 Penalty: 991.712769
	Iteration 34Q: 3 clusters Score -3408382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -3408383.750000 Penalty: 991.712769
	Iteration 35Q: 3 clusters Score -3408384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -3408383.750000 Penalty: 991.712769
	Iteration 36F: 3 clusters Score -3408384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Entering Unmasked Estep 
Score: -4584940.500000 Penalty: 510.869141
	Iteration 0F: 2 clusters Score -4584940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -4534321.500000 Penalty: 1021.738281
	Iteration 0F: 3 clusters Score -4534322 nChanged 36548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4556756.500000 Penalty: 1021.738281
	Iteration 1F: 3 clusters Score -4556756 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4557915.500000 Penalty: 1021.738281
	Iteration 2Q: 3 clusters Score -4557916 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4559592.500000 Penalty: 1021.738281
	Iteration 3Q: 3 clusters Score -4559592 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4562156.500000 Penalty: 1021.738281
	Iteration 4F: 3 clusters Score -4562156 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4565799.500000 Penalty: 1021.738281
	Iteration 5F: 3 clusters Score -4565800 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4569620.000000 Penalty: 1021.738281
	Iteration 6F: 3 clusters Score -4569620 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4572173.500000 Penalty: 1021.738281
	Iteration 7F: 3 clusters Score -4572174 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4573382.500000 Penalty: 1021.738281
	Iteration 8Q: 3 clusters Score -4573382 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4573918.500000 Penalty: 1021.738281
	Iteration 9Q: 3 clusters Score -4573918 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4574262.500000 Penalty: 1021.738281
	Iteration 10Q: 3 clusters Score -4574262 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4574659.000000 Penalty: 1021.738281
	Iteration 11Q: 3 clusters Score -4574659 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4575054.500000 Penalty: 1021.738281
	Iteration 12Q: 3 clusters Score -4575054 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4575375.000000 Penalty: 1021.738281
	Iteration 13Q: 3 clusters Score -4575375 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4575652.500000 Penalty: 1021.738281
	Iteration 14Q: 3 clusters Score -4575652 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4575896.500000 Penalty: 1021.738281
	Iteration 15Q: 3 clusters Score -4575896 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4576115.500000 Penalty: 1021.738281
	Iteration 16Q: 3 clusters Score -4576116 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4576336.000000 Penalty: 1021.738281
	Iteration 17Q: 3 clusters Score -4576336 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4576556.500000 Penalty: 1021.738281
	Iteration 18Q: 3 clusters Score -4576556 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4576714.000000 Penalty: 1021.738281
	Iteration 19Q: 3 clusters Score -4576714 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4576899.500000 Penalty: 1021.738281
	Iteration 20F: 3 clusters Score -4576900 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4577056.000000 Penalty: 1021.738281
	Iteration 21Q: 3 clusters Score -4577056 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4577197.000000 Penalty: 1021.738281
	Iteration 22Q: 3 clusters Score -4577197 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4577351.500000 Penalty: 1021.738281
	Iteration 23Q: 3 clusters Score -4577352 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4577493.500000 Penalty: 1021.738281
	Iteration 24Q: 3 clusters Score -4577494 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4577673.500000 Penalty: 1021.738281
	Iteration 25Q: 3 clusters Score -4577674 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4577873.500000 Penalty: 1021.738281
	Iteration 26Q: 3 clusters Score -4577874 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4578023.000000 Penalty: 1021.738281
	Iteration 27Q: 3 clusters Score -4578023 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4578200.500000 Penalty: 1021.738281
	Iteration 28Q: 3 clusters Score -4578200 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4578393.500000 Penalty: 1021.738281
	Iteration 29Q: 3 clusters Score -4578394 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4578604.000000 Penalty: 1021.738281
	Iteration 30Q: 3 clusters Score -4578604 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4578788.000000 Penalty: 1021.738281
	Iteration 31Q: 3 clusters Score -4578788 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4578997.000000 Penalty: 1021.738281
	Iteration 32Q: 3 clusters Score -4578997 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4579188.000000 Penalty: 1021.738281
	Iteration 33Q: 3 clusters Score -4579188 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4579401.500000 Penalty: 1021.738281
	Iteration 34Q: 3 clusters Score -4579402 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4579673.500000 Penalty: 1021.738281
	Iteration 35Q: 3 clusters Score -4579674 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4579930.500000 Penalty: 1021.738281
	Iteration 36Q: 3 clusters Score -4579930 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4580204.000000 Penalty: 1021.738281
	Iteration 37Q: 3 clusters Score -4580204 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4580443.500000 Penalty: 1021.738281
	Iteration 38Q: 3 clusters Score -4580444 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -4580693.000000 Penalty: 1021.738281
	Iteration 39Q: 3 clusters Score -4580693 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4580978.000000 Penalty: 1021.738281
	Iteration 40F: 3 clusters Score -4580978 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -4581256.000000 Penalty: 1021.738281
	Iteration 41Q: 3 clusters Score -4581256 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4581545.000000 Penalty: 1021.738281
	Iteration 42Q: 3 clusters Score -4581545 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4581819.500000 Penalty: 1021.738281
	Iteration 43Q: 3 clusters Score -4581820 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4582079.500000 Penalty: 1021.738281
	Iteration 44Q: 3 clusters Score -4582080 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4582376.500000 Penalty: 1021.738281
	Iteration 45Q: 3 clusters Score -4582376 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -4582642.500000 Penalty: 1021.738281
	Iteration 46Q: 3 clusters Score -4582642 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4582920.000000 Penalty: 1021.738281
	Iteration 47Q: 3 clusters Score -4582920 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4583186.000000 Penalty: 1021.738281
	Iteration 48Q: 3 clusters Score -4583186 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4583401.500000 Penalty: 1021.738281
	Iteration 49Q: 3 clusters Score -4583402 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4583609.500000 Penalty: 1021.738281
	Iteration 50Q: 3 clusters Score -4583610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4583804.000000 Penalty: 1021.738281
	Iteration 51Q: 3 clusters Score -4583804 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4583935.000000 Penalty: 1021.738281
	Iteration 52Q: 3 clusters Score -4583935 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4584070.000000 Penalty: 1021.738281
	Iteration 53Q: 3 clusters Score -4584070 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4584161.500000 Penalty: 1021.738281
	Iteration 54Q: 3 clusters Score -4584162 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4584233.500000 Penalty: 1021.738281
	Iteration 55Q: 3 clusters Score -4584234 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73610 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4584312.000000 Penalty: 1021.738281
	Iteration 56Q: 3 clusters Score -4584312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4584371.000000 Penalty: 1021.738281
	Iteration 57Q: 3 clusters Score -4584371 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4584423.000000 Penalty: 1021.738281
	Iteration 58Q: 3 clusters Score -4584423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4584453.000000 Penalty: 1021.738281
	Iteration 59Q: 3 clusters Score -4584453 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4584481.000000 Penalty: 1021.738281
	Iteration 60F: 3 clusters Score -4584481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4584502.500000 Penalty: 1021.738281
	Iteration 61Q: 3 clusters Score -4584502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4584530.500000 Penalty: 1021.738281
	Iteration 62Q: 3 clusters Score -4584530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4584536.500000 Penalty: 1021.738281
	Iteration 63Q: 3 clusters Score -4584536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74398 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4584555.500000 Penalty: 1021.738281
	Iteration 64Q: 3 clusters Score -4584556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4584570.500000 Penalty: 1021.738281
	Iteration 65Q: 3 clusters Score -4584570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4584580.000000 Penalty: 1021.738281
	Iteration 66Q: 3 clusters Score -4584580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4584586.000000 Penalty: 1021.738281
	Iteration 67Q: 3 clusters Score -4584586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4584596.500000 Penalty: 1021.738281
	Iteration 68Q: 3 clusters Score -4584596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4584597.000000 Penalty: 1021.738281
	Iteration 69Q: 3 clusters Score -4584597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4584597.000000 Penalty: 1021.738281
	Iteration 70Q: 3 clusters Score -4584597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4584597.000000 Penalty: 1021.738281
	Iteration 71Q: 3 clusters Score -4584597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4584598.000000 Penalty: 1021.738281
	Iteration 72Q: 3 clusters Score -4584598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4584596.500000 Penalty: 1021.738281
	Iteration 73Q: 3 clusters Score -4584596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4584602.000000 Penalty: 1021.738281
	Iteration 74Q: 3 clusters Score -4584602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4584601.000000 Penalty: 1021.738281
	Iteration 75Q: 3 clusters Score -4584601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4584599.000000 Penalty: 1021.738281
	Iteration 76Q: 3 clusters Score -4584599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4584600.000000 Penalty: 1021.738281
	Iteration 77Q: 3 clusters Score -4584600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4584598.500000 Penalty: 1021.738281
	Iteration 78Q: 3 clusters Score -4584598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4584601.000000 Penalty: 1021.738281
	Iteration 79Q: 3 clusters Score -4584601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4584606.000000 Penalty: 1021.738281
	Iteration 80F: 3 clusters Score -4584606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4584609.500000 Penalty: 1021.738281
	Iteration 81Q: 3 clusters Score -4584610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4584605.500000 Penalty: 1021.738281
	Iteration 82Q: 3 clusters Score -4584606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4584610.000000 Penalty: 1021.738281
	Iteration 83Q: 3 clusters Score -4584610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4584614.500000 Penalty: 1021.738281
	Iteration 84Q: 3 clusters Score -4584614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4584615.500000 Penalty: 1021.738281
	Iteration 85Q: 3 clusters Score -4584616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4584614.500000 Penalty: 1021.738281
	Iteration 86Q: 3 clusters Score -4584614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4584617.000000 Penalty: 1021.738281
	Iteration 87Q: 3 clusters Score -4584617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4584617.000000 Penalty: 1021.738281
	Iteration 88F: 3 clusters Score -4584617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -54644.105469 Penalty: 304.715057
	Iteration 0F: 2 clusters Score -54644.11 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 403 members 
Entering Unmasked Estep 
Score: -53941.304688 Penalty: 609.430115
	Iteration 0F: 3 clusters Score -53941.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54106.359375 Penalty: 609.430115
	Iteration 1F: 3 clusters Score -54106.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54145.398438 Penalty: 609.430115
	Iteration 2F: 3 clusters Score -54145.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54178.265625 Penalty: 609.430115
	Iteration 3F: 3 clusters Score -54178.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54196.273438 Penalty: 609.430115
	Iteration 4Q: 3 clusters Score -54196.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -54212.023438 Penalty: 609.430115
	Iteration 5Q: 3 clusters Score -54212.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -54223.152344 Penalty: 609.430115
	Iteration 6Q: 3 clusters Score -54223.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -54231.730469 Penalty: 609.430115
	Iteration 7Q: 3 clusters Score -54231.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54237.554688 Penalty: 609.430115
	Iteration 8Q: 3 clusters Score -54237.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54241.460938 Penalty: 609.430115
	Iteration 9Q: 3 clusters Score -54241.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54245.523438 Penalty: 609.430115
	Iteration 10Q: 3 clusters Score -54245.52 nChanged 6
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: -54248.679688 Penalty: 609.430115
	Iteration 11Q: 3 clusters Score -54248.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54251.968750 Penalty: 609.430115
	Iteration 12Q: 3 clusters Score -54251.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54257.144531 Penalty: 609.430115
	Iteration 13Q: 3 clusters Score -54257.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54264.699219 Penalty: 609.430115
	Iteration 14Q: 3 clusters Score -54264.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54272.417969 Penalty: 609.430115
	Iteration 15Q: 3 clusters Score -54272.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54282.445312 Penalty: 609.430115
	Iteration 16Q: 3 clusters Score -54282.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54290.273438 Penalty: 609.430115
	Iteration 17Q: 3 clusters Score -54290.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54298.914062 Penalty: 609.430115
	Iteration 18Q: 3 clusters Score -54298.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54304.890625 Penalty: 609.430115
	Iteration 19Q: 3 clusters Score -54304.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -54309.261719 Penalty: 609.430115
	Iteration 20F: 3 clusters Score -54309.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54313.816406 Penalty: 609.430115
	Iteration 21Q: 3 clusters Score -54313.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54316.250000 Penalty: 609.430115
	Iteration 22Q: 3 clusters Score -54316.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -54319.574219 Penalty: 609.430115
	Iteration 23Q: 3 clusters Score -54319.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54324.878906 Penalty: 609.430115
	Iteration 24Q: 3 clusters Score -54324.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54328.535156 Penalty: 609.430115
	Iteration 25Q: 3 clusters Score -54328.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54332.023438 Penalty: 609.430115
	Iteration 26Q: 3 clusters Score -54332.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54336.757812 Penalty: 609.430115
	Iteration 27Q: 3 clusters Score -54336.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54341.859375 Penalty: 609.430115
	Iteration 28Q: 3 clusters Score -54341.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54344.531250 Penalty: 609.430115
	Iteration 29Q: 3 clusters Score -54344.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54348.722656 Penalty: 609.430115
	Iteration 30Q: 3 clusters Score -54348.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54352.675781 Penalty: 609.430115
	Iteration 31Q: 3 clusters Score -54352.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54354.933594 Penalty: 609.430115
	Iteration 32Q: 3 clusters Score -54354.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54356.304688 Penalty: 609.430115
	Iteration 33Q: 3 clusters Score -54356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -54359.027344 Penalty: 609.430115
	Iteration 34Q: 3 clusters Score -54359.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54360.578125 Penalty: 609.430115
	Iteration 35Q: 3 clusters Score -54360.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54362.253906 Penalty: 609.430115
	Iteration 36Q: 3 clusters Score -54362.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54363.265625 Penalty: 609.430115
	Iteration 37Q: 3 clusters Score -54363.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54363.265625 Penalty: 609.430115
	Iteration 38F: 3 clusters Score -54363.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -69780.976562 Penalty: 321.290710
	Iteration 0F: 2 clusters Score -69780.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -68879.554688 Penalty: 642.581421
	Iteration 0F: 3 clusters Score -68879.55 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -69136.250000 Penalty: 642.581421
	Iteration 1F: 3 clusters Score -69136.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -69181.476562 Penalty: 642.581421
	Iteration 2F: 3 clusters Score -69181.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -69216.296875 Penalty: 642.581421
	Iteration 3F: 3 clusters Score -69216.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -69244.695312 Penalty: 642.581421
	Iteration 4Q: 3 clusters Score -69244.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -69280.203125 Penalty: 642.581421
	Iteration 5Q: 3 clusters Score -69280.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -69321.296875 Penalty: 642.581421
	Iteration 6Q: 3 clusters Score -69321.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -69355.289062 Penalty: 642.581421
	Iteration 7Q: 3 clusters Score -69355.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -69386.296875 Penalty: 642.581421
	Iteration 8Q: 3 clusters Score -69386.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -69414.367188 Penalty: 642.581421
	Iteration 9Q: 3 clusters Score -69414.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -69438.976562 Penalty: 642.581421
	Iteration 10Q: 3 clusters Score -69438.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -69456.226562 Penalty: 642.581421
	Iteration 11Q: 3 clusters Score -69456.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -69463.296875 Penalty: 642.581421
	Iteration 12Q: 3 clusters Score -69463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -69472.578125 Penalty: 642.581421
	Iteration 13Q: 3 clusters Score -69472.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -69478.453125 Penalty: 642.581421
	Iteration 14Q: 3 clusters Score -69478.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -69483.679688 Penalty: 642.581421
	Iteration 15Q: 3 clusters Score -69483.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -69484.960938 Penalty: 642.581421
	Iteration 16Q: 3 clusters Score -69484.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -69486.929688 Penalty: 642.581421
	Iteration 17Q: 3 clusters Score -69486.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -69489.945312 Penalty: 642.581421
	Iteration 18Q: 3 clusters Score -69489.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -69497.093750 Penalty: 642.581421
	Iteration 19Q: 3 clusters Score -69497.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -69498.132812 Penalty: 642.581421
	Iteration 20F: 3 clusters Score -69498.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Entering Unmasked Estep 
Score: -5650072.500000 Penalty: 519.615417
	Iteration 0F: 2 clusters Score -5650072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5590068.000000 Penalty: 1039.230835
	Iteration 0F: 3 clusters Score -5590068 nChanged 44517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -5616558.500000 Penalty: 1039.230835
	Iteration 1F: 3 clusters Score -5616558 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5617337.000000 Penalty: 1039.230835
	Iteration 2Q: 3 clusters Score -5617337 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5618278.000000 Penalty: 1039.230835
	Iteration 3Q: 3 clusters Score -5618278 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5619794.500000 Penalty: 1039.230835
	Iteration 4Q: 3 clusters Score -5619794 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5622526.000000 Penalty: 1039.230835
	Iteration 5F: 3 clusters Score -5622526 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5626901.000000 Penalty: 1039.230835
	Iteration 6F: 3 clusters Score -5626901 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5632637.000000 Penalty: 1039.230835
	Iteration 7F: 3 clusters Score -5632637 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -5636594.500000 Penalty: 1039.230835
	Iteration 8F: 3 clusters Score -5636594 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5637862.000000 Penalty: 1039.230835
	Iteration 9Q: 3 clusters Score -5637862 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5638305.000000 Penalty: 1039.230835
	Iteration 10Q: 3 clusters Score -5638305 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -5638588.500000 Penalty: 1039.230835
	Iteration 11Q: 3 clusters Score -5638588 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -5638865.500000 Penalty: 1039.230835
	Iteration 12Q: 3 clusters Score -5638866 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -5639106.000000 Penalty: 1039.230835
	Iteration 13Q: 3 clusters Score -5639106 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -5639397.500000 Penalty: 1039.230835
	Iteration 14Q: 3 clusters Score -5639398 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -5639657.500000 Penalty: 1039.230835
	Iteration 15Q: 3 clusters Score -5639658 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5639986.500000 Penalty: 1039.230835
	Iteration 16Q: 3 clusters Score -5639986 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5640261.000000 Penalty: 1039.230835
	Iteration 17Q: 3 clusters Score -5640261 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -5640516.000000 Penalty: 1039.230835
	Iteration 18Q: 3 clusters Score -5640516 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5640704.000000 Penalty: 1039.230835
	Iteration 19Q: 3 clusters Score -5640704 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5640955.000000 Penalty: 1039.230835
	Iteration 20F: 3 clusters Score -5640955 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5641143.500000 Penalty: 1039.230835
	Iteration 21Q: 3 clusters Score -5641144 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5641397.000000 Penalty: 1039.230835
	Iteration 22Q: 3 clusters Score -5641397 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5641558.000000 Penalty: 1039.230835
	Iteration 23Q: 3 clusters Score -5641558 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5641765.000000 Penalty: 1039.230835
	Iteration 24Q: 3 clusters Score -5641765 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -5641865.000000 Penalty: 1039.230835
	Iteration 25Q: 3 clusters Score -5641865 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5641894.500000 Penalty: 1039.230835
	Iteration 26Q: 3 clusters Score -5641894 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -5641963.500000 Penalty: 1039.230835
	Iteration 27Q: 3 clusters Score -5641964 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -5642028.000000 Penalty: 1039.230835
	Iteration 28Q: 3 clusters Score -5642028 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5642081.500000 Penalty: 1039.230835
	Iteration 29Q: 3 clusters Score -5642082 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5642128.000000 Penalty: 1039.230835
	Iteration 30Q: 3 clusters Score -5642128 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -5642170.500000 Penalty: 1039.230835
	Iteration 31Q: 3 clusters Score -5642170 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5642261.500000 Penalty: 1039.230835
	Iteration 32Q: 3 clusters Score -5642262 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -5642316.500000 Penalty: 1039.230835
	Iteration 33Q: 3 clusters Score -5642316 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5642331.500000 Penalty: 1039.230835
	Iteration 34Q: 3 clusters Score -5642332 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -5642331.000000 Penalty: 1039.230835
	Iteration 35Q: 3 clusters Score -5642331 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -5642338.000000 Penalty: 1039.230835
	Iteration 36Q: 3 clusters Score -5642338 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5642369.500000 Penalty: 1039.230835
	Iteration 37Q: 3 clusters Score -5642370 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5642347.000000 Penalty: 1039.230835
	Iteration 38Q: 3 clusters Score -5642347 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -5642343.500000 Penalty: 1039.230835
	Iteration 39Q: 3 clusters Score -5642344 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5642327.500000 Penalty: 1039.230835
	Iteration 40F: 3 clusters Score -5642328 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5642275.500000 Penalty: 1039.230835
	Iteration 41Q: 3 clusters Score -5642276 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5642266.500000 Penalty: 1039.230835
	Iteration 42Q: 3 clusters Score -5642266 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5642227.500000 Penalty: 1039.230835
	Iteration 43Q: 3 clusters Score -5642228 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5642189.500000 Penalty: 1039.230835
	Iteration 44Q: 3 clusters Score -5642190 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5642176.000000 Penalty: 1039.230835
	Iteration 45Q: 3 clusters Score -5642176 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5642139.000000 Penalty: 1039.230835
	Iteration 46Q: 3 clusters Score -5642139 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5642109.500000 Penalty: 1039.230835
	Iteration 47Q: 3 clusters Score -5642110 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -5642072.500000 Penalty: 1039.230835
	Iteration 48Q: 3 clusters Score -5642072 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -5642028.000000 Penalty: 1039.230835
	Iteration 49Q: 3 clusters Score -5642028 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5641987.000000 Penalty: 1039.230835
	Iteration 50Q: 3 clusters Score -5641987 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5641946.000000 Penalty: 1039.230835
	Iteration 51Q: 3 clusters Score -5641946 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -5641939.500000 Penalty: 1039.230835
	Iteration 52Q: 3 clusters Score -5641940 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -5641894.500000 Penalty: 1039.230835
	Iteration 53Q: 3 clusters Score -5641894 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5641837.500000 Penalty: 1039.230835
	Iteration 54Q: 3 clusters Score -5641838 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -5641857.000000 Penalty: 1039.230835
	Iteration 55Q: 3 clusters Score -5641857 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5641842.500000 Penalty: 1039.230835
	Iteration 56Q: 3 clusters Score -5641842 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -5641860.500000 Penalty: 1039.230835
	Iteration 57Q: 3 clusters Score -5641860 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -5641895.500000 Penalty: 1039.230835
	Iteration 58Q: 3 clusters Score -5641896 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -5641908.000000 Penalty: 1039.230835
	Iteration 59Q: 3 clusters Score -5641908 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5641897.000000 Penalty: 1039.230835
	Iteration 60F: 3 clusters Score -5641897 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5641918.000000 Penalty: 1039.230835
	Iteration 61Q: 3 clusters Score -5641918 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -5641950.000000 Penalty: 1039.230835
	Iteration 62Q: 3 clusters Score -5641950 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -5641996.500000 Penalty: 1039.230835
	Iteration 63Q: 3 clusters Score -5641996 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5642075.500000 Penalty: 1039.230835
	Iteration 64Q: 3 clusters Score -5642076 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5642147.500000 Penalty: 1039.230835
	Iteration 65Q: 3 clusters Score -5642148 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5642232.000000 Penalty: 1039.230835
	Iteration 66Q: 3 clusters Score -5642232 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5642291.500000 Penalty: 1039.230835
	Iteration 67Q: 3 clusters Score -5642292 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5642342.000000 Penalty: 1039.230835
	Iteration 68Q: 3 clusters Score -5642342 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5642360.000000 Penalty: 1039.230835
	Iteration 69Q: 3 clusters Score -5642360 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5642412.500000 Penalty: 1039.230835
	Iteration 70Q: 3 clusters Score -5642412 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -5642449.000000 Penalty: 1039.230835
	Iteration 71Q: 3 clusters Score -5642449 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -5642478.000000 Penalty: 1039.230835
	Iteration 72Q: 3 clusters Score -5642478 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -5642529.500000 Penalty: 1039.230835
	Iteration 73Q: 3 clusters Score -5642530 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -5642568.500000 Penalty: 1039.230835
	Iteration 74Q: 3 clusters Score -5642568 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -5642642.000000 Penalty: 1039.230835
	Iteration 75Q: 3 clusters Score -5642642 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -5642681.500000 Penalty: 1039.230835
	Iteration 76Q: 3 clusters Score -5642682 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -5642692.500000 Penalty: 1039.230835
	Iteration 77Q: 3 clusters Score -5642692 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -5642701.500000 Penalty: 1039.230835
	Iteration 78Q: 3 clusters Score -5642702 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -5642703.000000 Penalty: 1039.230835
	Iteration 79Q: 3 clusters Score -5642703 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -5642704.000000 Penalty: 1039.230835
	Iteration 80F: 3 clusters Score -5642704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -5642723.000000 Penalty: 1039.230835
	Iteration 81Q: 3 clusters Score -5642723 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -5642717.500000 Penalty: 1039.230835
	Iteration 82Q: 3 clusters Score -5642718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -5642729.000000 Penalty: 1039.230835
	Iteration 83Q: 3 clusters Score -5642729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -5642738.000000 Penalty: 1039.230835
	Iteration 84Q: 3 clusters Score -5642738 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 54868 members 
Entering Unmasked Estep 
Score: -5642756.500000 Penalty: 1039.230835
	Iteration 85Q: 3 clusters Score -5642756 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -5642791.500000 Penalty: 1039.230835
	Iteration 86Q: 3 clusters Score -5642792 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -5642767.500000 Penalty: 1039.230835
	Iteration 87Q: 3 clusters Score -5642768 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5642782 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -5642802.500000 Penalty: 1039.230835
	Iteration 89Q: 3 clusters Score -5642802 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -5642809.500000 Penalty: 1039.230835
	Iteration 90Q: 3 clusters Score -5642810 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -5642797.000000 Penalty: 1039.230835
	Iteration 91Q: 3 clusters Score -5642797 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5642811 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -5642830.000000 Penalty: 1039.230835
	Iteration 93Q: 3 clusters Score -5642830 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5642841 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -5642863.500000 Penalty: 1039.230835
	Iteration 95Q: 3 clusters Score -5642864 nChanged 335
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5642874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5642893 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -5642924.500000 Penalty: 1039.230835
	Iteration 98Q: 3 clusters Score -5642924 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5642931 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -5642961.500000 Penalty: 1039.230835
	Iteration 100F: 3 clusters Score -5642962 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -5642976.500000 Penalty: 1039.230835
	Iteration 101Q: 3 clusters Score -5642976 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5642998 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5642983 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -5643013.500000 Penalty: 1039.230835
	Iteration 104Q: 3 clusters Score -5643014 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -5643023.000000 Penalty: 1039.230835
	Iteration 105Q: 3 clusters Score -5643023 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -5643073.500000 Penalty: 1039.230835
	Iteration 106Q: 3 clusters Score -5643074 nChanged 502
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5643060 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -5643118.500000 Penalty: 1039.230835
	Iteration 108Q: 3 clusters Score -5643118 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -5643145.500000 Penalty: 1039.230835
	Iteration 109Q: 3 clusters Score -5643146 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -5643173.500000 Penalty: 1039.230835
	Iteration 110Q: 3 clusters Score -5643174 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5643265 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -5643334.500000 Penalty: 1039.230835
	Iteration 112Q: 3 clusters Score -5643334 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5643438 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5643557 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5643680 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5643843 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -5644014.500000 Penalty: 1039.230835
	Iteration 117Q: 3 clusters Score -5644014 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5644273 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5644552 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5644839 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5645218 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -5645626.500000 Penalty: 1039.230835
	Iteration 122Q: 3 clusters Score -5645626 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5646049 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5646428 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -5646823.500000 Penalty: 1039.230835
	Iteration 125Q: 3 clusters Score -5646824 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -5647167.000000 Penalty: 1039.230835
	Iteration 126Q: 3 clusters Score -5647167 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5647452 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -5647688.000000 Penalty: 1039.230835
	Iteration 128Q: 3 clusters Score -5647688 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -5647932.500000 Penalty: 1039.230835
	Iteration 129Q: 3 clusters Score -5647932 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5648088 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5648226 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -5648360.000000 Penalty: 1039.230835
	Iteration 132Q: 3 clusters Score -5648360 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -5648438.500000 Penalty: 1039.230835
	Iteration 133Q: 3 clusters Score -5648438 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5648567 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5648668 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -5648776.000000 Penalty: 1039.230835
	Iteration 136Q: 3 clusters Score -5648776 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5648870 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -5648943.500000 Penalty: 1039.230835
	Iteration 138Q: 3 clusters Score -5648944 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -5649021.500000 Penalty: 1039.230835
	Iteration 139Q: 3 clusters Score -5649022 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -5649107.500000 Penalty: 1039.230835
	Iteration 140F: 3 clusters Score -5649108 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -5649183.000000 Penalty: 1039.230835
	Iteration 141Q: 3 clusters Score -5649183 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -5649251.000000 Penalty: 1039.230835
	Iteration 142Q: 3 clusters Score -5649251 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -5649308.000000 Penalty: 1039.230835
	Iteration 143Q: 3 clusters Score -5649308 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -5649332.500000 Penalty: 1039.230835
	Iteration 144Q: 3 clusters Score -5649332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -5649367.500000 Penalty: 1039.230835
	Iteration 145Q: 3 clusters Score -5649368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -5649381.500000 Penalty: 1039.230835
	Iteration 146Q: 3 clusters Score -5649382 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5649402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -5649422.000000 Penalty: 1039.230835
	Iteration 148Q: 3 clusters Score -5649422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -5649435.500000 Penalty: 1039.230835
	Iteration 149Q: 3 clusters Score -5649436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -5649440.000000 Penalty: 1039.230835
	Iteration 150Q: 3 clusters Score -5649440 nChanged 62
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Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5649450 nChanged 57
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Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5649464 nChanged 37
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Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -5649468.500000 Penalty: 1039.230835
	Iteration 153Q: 3 clusters Score -5649468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -5649479.000000 Penalty: 1039.230835
	Iteration 154Q: 3 clusters Score -5649479 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5649488 nChanged 42
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Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5649498 nChanged 44
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Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5649498 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5649496 nChanged 52
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Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -5649511.000000 Penalty: 1039.230835
	Iteration 159Q: 3 clusters Score -5649511 nChanged 42
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Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -5649516.500000 Penalty: 1039.230835
	Iteration 160F: 3 clusters Score -5649516 nChanged 51
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5649516 nChanged 54
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Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5649512 nChanged 51
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Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -5649515.500000 Penalty: 1039.230835
	Iteration 163Q: 3 clusters Score -5649516 nChanged 45
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5649527 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
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Entering Unmasked Estep 
Score: -5649536.500000 Penalty: 1039.230835
	Iteration 165Q: 3 clusters Score -5649536 nChanged 47
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Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5649540 nChanged 40
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Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5649551 nChanged 34
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Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5649554 nChanged 23
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Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5649564 nChanged 21
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Mstep: Class 1 contains 1046 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5649570 nChanged 18
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Mstep: Class 1 contains 1032 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5649576 nChanged 13
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Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5649578 nChanged 11
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Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5649582 nChanged 10
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Mstep: Class 1 contains 1008 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5649590 nChanged 12
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Mstep: Class 1 contains 996 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5649586 nChanged 6
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Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5649583 nChanged 9
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5649588 nChanged 6
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Mstep: Class 1 contains 981 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5649592 nChanged 7
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Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -5649599.000000 Penalty: 1039.230835
	Iteration 179Q: 3 clusters Score -5649599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -5649599.500000 Penalty: 1039.230835
	Iteration 180F: 3 clusters Score -5649600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -5649601.000000 Penalty: 1039.230835
	Iteration 181Q: 3 clusters Score -5649601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -5649597.000000 Penalty: 1039.230835
	Iteration 182Q: 3 clusters Score -5649597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -5649598.000000 Penalty: 1039.230835
	Iteration 183Q: 3 clusters Score -5649598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -5649596.500000 Penalty: 1039.230835
	Iteration 184Q: 3 clusters Score -5649596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -5649599.000000 Penalty: 1039.230835
	Iteration 185Q: 3 clusters Score -5649599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -5649599.000000 Penalty: 1039.230835
	Iteration 186Q: 3 clusters Score -5649599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -5649599.000000 Penalty: 1039.230835
	Iteration 187Q: 3 clusters Score -5649599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -5649604.500000 Penalty: 1039.230835
	Iteration 188Q: 3 clusters Score -5649604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -5649603.000000 Penalty: 1039.230835
	Iteration 189Q: 3 clusters Score -5649603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -5649602.000000 Penalty: 1039.230835
	Iteration 190Q: 3 clusters Score -5649602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -5649603.000000 Penalty: 1039.230835
	Iteration 191Q: 3 clusters Score -5649603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -5649603.000000 Penalty: 1039.230835
	Iteration 192F: 3 clusters Score -5649603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -32289.638672 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -32289.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31831.361328 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -31831.36 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31939.425781 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -31939.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31961.728516 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -31961.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31976.548828 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -31976.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31981.945312 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -31981.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31992.035156 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -31992.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32004.091797 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32004.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32011.783203 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32011.78 nChanged 4
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: -32015.572266 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -32015.57 nChanged 4
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: -32017.986328 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -32017.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32024.015625 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -32024.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32029.595703 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -32029.6 nChanged 2
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: -32031.265625 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -32031.27 nChanged 2
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: -32033.677734 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -32033.68 nChanged 3
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: -32036.357422 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -32036.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32038.806641 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -32038.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32041.644531 Penalty: 553.896484
	Iteration 16Q: 3 clusters Score -32041.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32044.878906 Penalty: 553.896484
	Iteration 17Q: 3 clusters Score -32044.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32045.582031 Penalty: 553.896484
	Iteration 18Q: 3 clusters Score -32045.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32045.755859 Penalty: 553.896484
	Iteration 19Q: 3 clusters Score -32045.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32045.755859 Penalty: 553.896484
	Iteration 20F: 3 clusters Score -32045.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -13045.795898 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -13045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12734.799805 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12734.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12853.557617 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12853.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12931.873047 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12931.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13005.390625 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -13005.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13039.500977 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -13039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13063.542969 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -13063.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13079.384766 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -13079.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13088.367188 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -13088.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13090.049805 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -13090.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13090.049805 Penalty: 502.452942
	Iteration 9F: 3 clusters Score -13090.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 97 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 153 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286968.000000 Penalty: 37422.929688
Splitting cluster 23 changes total score from -53287380.000000 to -53286968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 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 133 members 
Entering Unmasked Estep 
Score: -18083.906250 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18083.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18201.410156 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18201.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18257.726562 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18257.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18297.617188 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -18297.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18308.687500 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18308.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18313.353516 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18313.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18319.859375 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18319.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18321.048828 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18321.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18321.048828 Penalty: 513.413574
	Iteration 8F: 3 clusters Score -18321.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -47952.519531 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -47952.52 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 412 members 
Entering Unmasked Estep 
Score: -47248.003906 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -47248 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47536.148438 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -47536.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47644.761719 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -47644.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47703.769531 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -47703.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47738.218750 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -47738.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47766.890625 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -47766.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47798.609375 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -47798.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47813.324219 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -47813.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47824.800781 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -47824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47831.539062 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -47831.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47837.503906 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -47837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47839.121094 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -47839.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47839.859375 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -47839.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47843.269531 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -47843.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47850.699219 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -47850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47856.914062 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -47856.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47857.472656 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -47857.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47857.472656 Penalty: 609.990112
	Iteration 17F: 3 clusters Score -47857.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Entering Unmasked Estep 
Score: -116653.617188 Penalty: 341.799225
	Iteration 0F: 2 clusters Score -116653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -115300.742188 Penalty: 683.598450
	Iteration 0F: 3 clusters Score -115300.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -115696.960938 Penalty: 683.598450
	Iteration 1F: 3 clusters Score -115697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -115753.820312 Penalty: 683.598450
	Iteration 2F: 3 clusters Score -115753.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -115790.742188 Penalty: 683.598450
	Iteration 3F: 3 clusters Score -115790.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -115812.281250 Penalty: 683.598450
	Iteration 4Q: 3 clusters Score -115812.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -115827.875000 Penalty: 683.598450
	Iteration 5Q: 3 clusters Score -115827.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -115848.992188 Penalty: 683.598450
	Iteration 6Q: 3 clusters Score -115849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -115878.054688 Penalty: 683.598450
	Iteration 7Q: 3 clusters Score -115878.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -115912.453125 Penalty: 683.598450
	Iteration 8Q: 3 clusters Score -115912.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -115943.726562 Penalty: 683.598450
	Iteration 9Q: 3 clusters Score -115943.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -115981.000000 Penalty: 683.598450
	Iteration 10Q: 3 clusters Score -115981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -116020.796875 Penalty: 683.598450
	Iteration 11Q: 3 clusters Score -116020.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116063.289062 Penalty: 683.598450
	Iteration 12Q: 3 clusters Score -116063.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -116102.296875 Penalty: 683.598450
	Iteration 13Q: 3 clusters Score -116102.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -116138.976562 Penalty: 683.598450
	Iteration 14Q: 3 clusters Score -116139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -116178.796875 Penalty: 683.598450
	Iteration 15Q: 3 clusters Score -116178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -116209.492188 Penalty: 683.598450
	Iteration 16Q: 3 clusters Score -116209.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -116223.882812 Penalty: 683.598450
	Iteration 17Q: 3 clusters Score -116223.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -116242.062500 Penalty: 683.598450
	Iteration 18Q: 3 clusters Score -116242.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -116253.375000 Penalty: 683.598450
	Iteration 19Q: 3 clusters Score -116253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -116259.265625 Penalty: 683.598450
	Iteration 20F: 3 clusters Score -116259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -116264.289062 Penalty: 683.598450
	Iteration 21Q: 3 clusters Score -116264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -116269.304688 Penalty: 683.598450
	Iteration 22Q: 3 clusters Score -116269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -116273.476562 Penalty: 683.598450
	Iteration 23Q: 3 clusters Score -116273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -116280.921875 Penalty: 683.598450
	Iteration 24Q: 3 clusters Score -116280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -116283.656250 Penalty: 683.598450
	Iteration 25Q: 3 clusters Score -116283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -116286.195312 Penalty: 683.598450
	Iteration 26Q: 3 clusters Score -116286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -116287.929688 Penalty: 683.598450
	Iteration 27Q: 3 clusters Score -116287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -116289.195312 Penalty: 683.598450
	Iteration 28Q: 3 clusters Score -116289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -116291.015625 Penalty: 683.598450
	Iteration 29Q: 3 clusters Score -116291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -116291.953125 Penalty: 683.598450
	Iteration 30Q: 3 clusters Score -116292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -116291.921875 Penalty: 683.598450
	Iteration 31Q: 3 clusters Score -116291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -116291.921875 Penalty: 683.598450
	Iteration 32F: 3 clusters Score -116291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 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 73 members 
Entering Unmasked Estep 
Score: -7814.425781 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7814.426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7883.240723 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7883.241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7923.126953 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7923.127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7945.347656 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7945.348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7955.779785 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7955.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7961.061035 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7961.061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7964.942871 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7964.943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7966.006348 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -7966.006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7969.346191 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -7969.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7975.885254 Penalty: 450.337158
	Iteration 9Q: 3 clusters Score -7975.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7975.885254 Penalty: 450.337158
	Iteration 10F: 3 clusters Score -7975.885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6806.125977 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6806.126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6875.583984 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6875.584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6897.427734 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6897.428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6907.218262 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6907.218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6920.405762 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6920.406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6930.924805 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -6930.925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6938.156250 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -6938.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6938.156250 Penalty: 432.576691
	Iteration 7F: 3 clusters Score -6938.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -80829.289062 Penalty: 327.517365
	Iteration 0F: 2 clusters Score -80829.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -79795.187500 Penalty: 655.034729
	Iteration 0F: 3 clusters Score -79795.19 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -80107.906250 Penalty: 655.034729
	Iteration 1F: 3 clusters Score -80107.91 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -80190.773438 Penalty: 655.034729
	Iteration 2F: 3 clusters Score -80190.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -80243.570312 Penalty: 655.034729
	Iteration 3F: 3 clusters Score -80243.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -80278.796875 Penalty: 655.034729
	Iteration 4F: 3 clusters Score -80278.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80310.789062 Penalty: 655.034729
	Iteration 5Q: 3 clusters Score -80310.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -80340.781250 Penalty: 655.034729
	Iteration 6Q: 3 clusters Score -80340.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80365.289062 Penalty: 655.034729
	Iteration 7Q: 3 clusters Score -80365.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80396.023438 Penalty: 655.034729
	Iteration 8Q: 3 clusters Score -80396.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80433.171875 Penalty: 655.034729
	Iteration 9Q: 3 clusters Score -80433.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80458.710938 Penalty: 655.034729
	Iteration 10Q: 3 clusters Score -80458.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80473.398438 Penalty: 655.034729
	Iteration 11Q: 3 clusters Score -80473.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80486.382812 Penalty: 655.034729
	Iteration 12Q: 3 clusters Score -80486.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80501.351562 Penalty: 655.034729
	Iteration 13Q: 3 clusters Score -80501.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80513.531250 Penalty: 655.034729
	Iteration 14Q: 3 clusters Score -80513.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80523.914062 Penalty: 655.034729
	Iteration 15Q: 3 clusters Score -80523.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80531.679688 Penalty: 655.034729
	Iteration 16Q: 3 clusters Score -80531.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80536.632812 Penalty: 655.034729
	Iteration 17Q: 3 clusters Score -80536.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -80540.835938 Penalty: 655.034729
	Iteration 18Q: 3 clusters Score -80540.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80544.289062 Penalty: 655.034729
	Iteration 19Q: 3 clusters Score -80544.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80547.734375 Penalty: 655.034729
	Iteration 20F: 3 clusters Score -80547.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80550.539062 Penalty: 655.034729
	Iteration 21Q: 3 clusters Score -80550.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -80554.101562 Penalty: 655.034729
	Iteration 22Q: 3 clusters Score -80554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -80555.054688 Penalty: 655.034729
	Iteration 23Q: 3 clusters Score -80555.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80555.328125 Penalty: 655.034729
	Iteration 24Q: 3 clusters Score -80555.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -80557.679688 Penalty: 655.034729
	Iteration 25Q: 3 clusters Score -80557.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -80558.273438 Penalty: 655.034729
	Iteration 26Q: 3 clusters Score -80558.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -80558.273438 Penalty: 655.034729
	Iteration 27F: 3 clusters Score -80558.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 145 members 
Entering Unmasked Estep 
Score: -19147.449219 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19147.45 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19232.859375 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19232.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19254.408203 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19254.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19270.468750 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -19270.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19291.216797 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19291.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19301.105469 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19301.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19310.660156 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19310.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19311.207031 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19311.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19311.523438 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19311.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19313.949219 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19313.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19314.126953 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19314.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19314.126953 Penalty: 524.632385
	Iteration 11F: 3 clusters Score -19314.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6636.963379 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6636.963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6438.296387 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -6438.296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6468.162598 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -6468.163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6473.389648 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -6473.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6473.389648 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -6473.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -21881.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -21881.39 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 200 members 
Entering Unmasked Estep 
Score: -21509.812500 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21509.81 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21868.281250 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21868.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22104.103516 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22182.835938 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -22182.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22234.886719 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22234.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22291.832031 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22291.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22314.050781 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22314.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22317.158203 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22317.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22321.142578 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22321.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22323.742188 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22323.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22324.419922 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22324.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22324.419922 Penalty: 546.578186
	Iteration 11F: 3 clusters Score -22324.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 208 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287352.000000 Penalty: 37422.929688
Splitting cluster 32 changes total score from -53287380.000000 to -53287352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32001.341797 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -32001.34 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32129.439453 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32129.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32173.246094 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32173.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32202.224609 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -32202.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32227.939453 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32227.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32241.865234 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32241.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32248.292969 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32248.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32252.367188 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32252.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32254.603516 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32256.556641 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32256.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32258.888672 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32258.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32258.888672 Penalty: 563.318665
	Iteration 11F: 3 clusters Score -32258.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -66549.539062 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -66549.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -65694.570312 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -65694.57 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65976.492188 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -65976.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66036.507812 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -66036.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66069.218750 Penalty: 635.524902
	Iteration 3Q: 3 clusters Score -66069.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66098.242188 Penalty: 635.524902
	Iteration 4Q: 3 clusters Score -66098.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66123.390625 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -66123.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66145.843750 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -66145.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66162.367188 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -66162.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66187.562500 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -66187.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66218.171875 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -66218.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66237.828125 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -66237.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66265.281250 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -66265.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66287.890625 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -66287.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66325.460938 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -66325.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66355.929688 Penalty: 635.524902
	Iteration 14Q: 3 clusters Score -66355.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66372.929688 Penalty: 635.524902
	Iteration 15Q: 3 clusters Score -66372.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66391.265625 Penalty: 635.524902
	Iteration 16Q: 3 clusters Score -66391.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66406.046875 Penalty: 635.524902
	Iteration 17Q: 3 clusters Score -66406.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66422.335938 Penalty: 635.524902
	Iteration 18Q: 3 clusters Score -66422.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66435.710938 Penalty: 635.524902
	Iteration 19Q: 3 clusters Score -66435.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66441.750000 Penalty: 635.524902
	Iteration 20F: 3 clusters Score -66441.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66443.726562 Penalty: 635.524902
	Iteration 21Q: 3 clusters Score -66443.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66445.476562 Penalty: 635.524902
	Iteration 22Q: 3 clusters Score -66445.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66446.632812 Penalty: 635.524902
	Iteration 23Q: 3 clusters Score -66446.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66446.859375 Penalty: 635.524902
	Iteration 24Q: 3 clusters Score -66446.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66447.625000 Penalty: 635.524902
	Iteration 25Q: 3 clusters Score -66447.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66450.367188 Penalty: 635.524902
	Iteration 26Q: 3 clusters Score -66450.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66455.179688 Penalty: 635.524902
	Iteration 27Q: 3 clusters Score -66455.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66458.109375 Penalty: 635.524902
	Iteration 28Q: 3 clusters Score -66458.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66458.468750 Penalty: 635.524902
	Iteration 29Q: 3 clusters Score -66458.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66458.898438 Penalty: 635.524902
	Iteration 30Q: 3 clusters Score -66458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66459.023438 Penalty: 635.524902
	Iteration 31Q: 3 clusters Score -66459.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66459.445312 Penalty: 635.524902
	Iteration 32Q: 3 clusters Score -66459.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66459.695312 Penalty: 635.524902
	Iteration 33Q: 3 clusters Score -66459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66459.695312 Penalty: 635.524902
	Iteration 34F: 3 clusters Score -66459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -10183.406250 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -10183.41 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 120 members 
Entering Unmasked Estep 
Score: -9916.705078 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -9916.705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10038.817383 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -10038.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10082.789062 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -10082.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10105.139648 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -10105.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10113.223633 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -10113.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10116.650391 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -10116.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10118.149414 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -10118.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10118.029297 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -10118.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10118.029297 Penalty: 494.468689
	Iteration 8F: 3 clusters Score -10118.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 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 363 members 
Entering Unmasked Estep 
Score: -44698.531250 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44698.53 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44928.937500 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -44928.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44995.363281 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -44995.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45036.019531 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -45036.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45060.855469 Penalty: 599.216003
	Iteration 4Q: 3 clusters Score -45060.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45067.851562 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -45067.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45070.585938 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45070.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45073.246094 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45073.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45076.093750 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45076.09 nChanged 5
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: -45078.902344 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45081.554688 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -45081.55 nChanged 5
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: -45082.675781 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -45082.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45083.382812 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -45083.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45083.179688 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -45083.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45083.179688 Penalty: 599.216003
	Iteration 14F: 3 clusters Score -45083.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -6918.465820 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6918.466 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 65 members 
Entering Unmasked Estep 
Score: -6692.717285 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6692.717 nChanged 31
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: -6748.161133 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6748.161 nChanged 10
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: -6763.745117 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6763.745 nChanged 5
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: -6782.248535 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6782.249 nChanged 3
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: -6789.241211 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6789.241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6793.790039 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6793.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6793.790039 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -6793.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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 113 members 
Entering Unmasked Estep 
Score: -12313.236328 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12313.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12384.502930 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12418.354492 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12418.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12442.075195 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -12442.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12457.765625 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -12457.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12463.311523 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12463.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12464.321289 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12464.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12464.321289 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -12464.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -193181.765625 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -193181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -191039.046875 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -191039 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -191952.578125 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -191952.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -192082.203125 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -192082.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -192193.031250 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -192193 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -192323.062500 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -192323.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -192455.171875 Penalty: 730.232727
	Iteration 5F: 3 clusters Score -192455.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -192563.781250 Penalty: 730.232727
	Iteration 6Q: 3 clusters Score -192563.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -192631.406250 Penalty: 730.232727
	Iteration 7Q: 3 clusters Score -192631.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -192672.687500 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -192672.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -192711.062500 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -192711.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -192747.515625 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -192747.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -192781.828125 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -192781.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -192809.796875 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -192809.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -192829.265625 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -192829.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -192852.328125 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -192852.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -192863.781250 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -192863.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -192874.515625 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -192874.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -192888.437500 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -192888.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -192906.718750 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -192906.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -192928.937500 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -192928.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -192986.718750 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -192986.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -193129.859375 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -193129.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -193210.125000 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -193210.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -193242.609375 Penalty: 730.232727
	Iteration 23Q: 3 clusters Score -193242.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -193277.093750 Penalty: 730.232727
	Iteration 24Q: 3 clusters Score -193277.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -193360.046875 Penalty: 730.232727
	Iteration 25Q: 3 clusters Score -193360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -193455.390625 Penalty: 730.232727
	Iteration 26Q: 3 clusters Score -193455.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -193527.953125 Penalty: 730.232727
	Iteration 27Q: 3 clusters Score -193528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -193537.203125 Penalty: 730.232727
	Iteration 28Q: 3 clusters Score -193537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -193537.828125 Penalty: 730.232727
	Iteration 29Q: 3 clusters Score -193537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193538.046875 Penalty: 730.232727
	Iteration 30Q: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193538.046875 Penalty: 730.232727
	Iteration 31F: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 2030 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1025 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287376.000000 Penalty: 37422.929688
Splitting cluster 39 changes total score from -53287380.000000 to -53287376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 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 386 members 
Entering Unmasked Estep 
Score: -45249.085938 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45249.09 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45454.578125 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45454.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45528.140625 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45528.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45615.792969 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -45615.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45692.375000 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -45692.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45745.917969 Penalty: 602.547913
	Iteration 5F: 3 clusters Score -45745.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -45798.832031 Penalty: 602.547913
	Iteration 6F: 3 clusters Score -45798.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45839.074219 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -45839.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45885.933594 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -45885.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45939.988281 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -45939.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45999.328125 Penalty: 602.547913
	Iteration 10F: 3 clusters Score -45999.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46036.066406 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -46036.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46095.128906 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -46095.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -46141.437500 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -46141.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46168.898438 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -46168.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46182.839844 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -46182.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46188.339844 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -46188.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46190.886719 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -46190.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46192.910156 Penalty: 602.547913
	Iteration 18Q: 3 clusters Score -46192.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46194.324219 Penalty: 602.547913
	Iteration 19Q: 3 clusters Score -46194.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46194.941406 Penalty: 602.547913
	Iteration 20F: 3 clusters Score -46194.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46196.730469 Penalty: 602.547913
	Iteration 21Q: 3 clusters Score -46196.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46199.246094 Penalty: 602.547913
	Iteration 22Q: 3 clusters Score -46199.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46200.164062 Penalty: 602.547913
	Iteration 23Q: 3 clusters Score -46200.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46200.164062 Penalty: 602.547913
	Iteration 24F: 3 clusters Score -46200.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 424 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 327 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287248.000000 Penalty: 37422.929688
Splitting cluster 40 changes total score from -53287380.000000 to -53287248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43826.773438 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43826.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43225.089844 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -43225.09 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43503.761719 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -43503.76 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43586.523438 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -43586.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43668.042969 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43668.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43736.890625 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -43736.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43780.257812 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43780.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43819.046875 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43819.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43843.085938 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43843.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43854.453125 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43854.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43865.039062 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43865.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43870.691406 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43870.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43877.761719 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43877.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43881.988281 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43881.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43883.300781 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43883.597656 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43885.906250 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43885.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43886.589844 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43886.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43886.757812 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -43886.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43886.757812 Penalty: 598.458740
	Iteration 18F: 3 clusters Score -43886.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 250 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286940.000000 Penalty: 37422.929688
Splitting cluster 41 changes total score from -53287380.000000 to -53286940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11949.367188 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11949.37 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 84 members 
Entering Unmasked Estep 
Score: -11677.668945 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11677.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11718.602539 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11718.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11740.206055 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -11740.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11745.933594 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -11745.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11752.680664 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -11752.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11762.476562 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -11762.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11767.479492 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -11767.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11770.224609 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -11770.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11785.788086 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -11785.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11792.565430 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -11792.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11802.631836 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -11802.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11825.699219 Penalty: 467.357666
	Iteration 11Q: 3 clusters Score -11825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11832.519531 Penalty: 467.357666
	Iteration 12Q: 3 clusters Score -11832.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11835.433594 Penalty: 467.357666
	Iteration 13Q: 3 clusters Score -11835.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11835.938477 Penalty: 467.357666
	Iteration 14Q: 3 clusters Score -11835.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11841.558594 Penalty: 467.357666
	Iteration 15Q: 3 clusters Score -11841.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11844.045898 Penalty: 467.357666
	Iteration 16Q: 3 clusters Score -11844.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11844.714844 Penalty: 467.357666
	Iteration 17Q: 3 clusters Score -11844.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11844.714844 Penalty: 467.357666
	Iteration 18F: 3 clusters Score -11844.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -15630.126953 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -15630.13 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 225 members 
Entering Unmasked Estep 
Score: -15266.917969 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -15266.92 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15514.771484 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -15514.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15550.562500 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -15550.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15586.879883 Penalty: 555.941528
	Iteration 3Q: 3 clusters Score -15586.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15627.541992 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -15627.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15653.893555 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -15653.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15664.135742 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -15664.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15665.613281 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -15665.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15666.838867 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -15666.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15666.838867 Penalty: 555.941528
	Iteration 9F: 3 clusters Score -15666.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 322 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 128 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286904.000000 Penalty: 37422.929688
Splitting cluster 43 changes total score from -53287380.000000 to -53286904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -20321.759766 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -20321.76 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 172 members 
Entering Unmasked Estep 
Score: -19941.685547 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19941.69 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20075.382812 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -20075.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20127.406250 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -20127.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20167.472656 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -20167.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20191.132812 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -20191.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20207.230469 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -20207.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20218.662109 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -20218.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20226.228516 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -20226.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20234.656250 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -20234.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20249.853516 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -20249.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20255.556641 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -20255.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20256.585938 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -20256.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20258.009766 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -20258.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20258.927734 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -20258.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20259.398438 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -20259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20259.976562 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -20259.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20261.855469 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -20261.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20261.855469 Penalty: 530.434082
	Iteration 17F: 3 clusters Score -20261.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -145766.640625 Penalty: 353.062439
	Iteration 0F: 2 clusters Score -145766.6 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 1155 members 
Entering Unmasked Estep 
Score: -144086.156250 Penalty: 706.124878
	Iteration 0F: 3 clusters Score -144086.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -144633.265625 Penalty: 706.124878
	Iteration 1F: 3 clusters Score -144633.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144728.046875 Penalty: 706.124878
	Iteration 2F: 3 clusters Score -144728 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -144833.953125 Penalty: 706.124878
	Iteration 3F: 3 clusters Score -144834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144950.656250 Penalty: 706.124878
	Iteration 4F: 3 clusters Score -144950.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145060.890625 Penalty: 706.124878
	Iteration 5F: 3 clusters Score -145060.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145154.390625 Penalty: 706.124878
	Iteration 6Q: 3 clusters Score -145154.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145206.187500 Penalty: 706.124878
	Iteration 7Q: 3 clusters Score -145206.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145237.906250 Penalty: 706.124878
	Iteration 8Q: 3 clusters Score -145237.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145256.875000 Penalty: 706.124878
	Iteration 9Q: 3 clusters Score -145256.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -145272.078125 Penalty: 706.124878
	Iteration 10Q: 3 clusters Score -145272.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145282.843750 Penalty: 706.124878
	Iteration 11Q: 3 clusters Score -145282.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145288.421875 Penalty: 706.124878
	Iteration 12Q: 3 clusters Score -145288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145290.843750 Penalty: 706.124878
	Iteration 13Q: 3 clusters Score -145290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145291.859375 Penalty: 706.124878
	Iteration 14Q: 3 clusters Score -145291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145292.640625 Penalty: 706.124878
	Iteration 15Q: 3 clusters Score -145292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145292.609375 Penalty: 706.124878
	Iteration 16Q: 3 clusters Score -145292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145292.671875 Penalty: 706.124878
	Iteration 17Q: 3 clusters Score -145292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145292.671875 Penalty: 706.124878
	Iteration 18F: 3 clusters Score -145292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -16142.822266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -16142.82 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 137 members 
Entering Unmasked Estep 
Score: -15788.779297 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -15788.78 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15935.576172 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -15935.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16001.899414 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -16001.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16055.156250 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -16055.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16095.948242 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -16095.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16106.505859 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -16106.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16111.042969 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -16111.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16111.577148 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -16111.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16112.887695 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -16112.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16113.900391 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -16113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16113.900391 Penalty: 515.012878
	Iteration 10F: 3 clusters Score -16113.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91275.289062 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91275.29 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -91699.203125 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91699.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91825.031250 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91825.03 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -91934.593750 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -91934.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -92016.656250 Penalty: 661.661743
	Iteration 4Q: 3 clusters Score -92016.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -92085.960938 Penalty: 661.661743
	Iteration 5Q: 3 clusters Score -92085.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -92142.937500 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -92142.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -92207.585938 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92207.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -92273.726562 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92273.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -92306.703125 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92306.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -92324.375000 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92324.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -92335.656250 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92335.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -92342.773438 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92342.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -92347.820312 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -92347.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -92349.937500 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -92349.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -92352.007812 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -92352.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -92354.101562 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -92354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -92356.789062 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -92356.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -92358.476562 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -92358.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -92359.148438 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -92359.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -92359.296875 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -92359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 497 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 941 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286932.000000 Penalty: 37422.929688
Splitting cluster 47 changes total score from -53287380.000000 to -53286932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -440140.812500 Penalty: 404.016022
	Iteration 0F: 2 clusters Score -440140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -435263.312500 Penalty: 808.032043
	Iteration 0F: 3 clusters Score -435263.3 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -437223.437500 Penalty: 808.032043
	Iteration 1F: 3 clusters Score -437223.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -437439.218750 Penalty: 808.032043
	Iteration 2F: 3 clusters Score -437439.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -437752.812500 Penalty: 808.032043
	Iteration 3F: 3 clusters Score -437752.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -438173.500000 Penalty: 808.032043
	Iteration 4F: 3 clusters Score -438173.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -438673.531250 Penalty: 808.032043
	Iteration 5F: 3 clusters Score -438673.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -439131.468750 Penalty: 808.032043
	Iteration 6F: 3 clusters Score -439131.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -439413.968750 Penalty: 808.032043
	Iteration 7Q: 3 clusters Score -439414 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -439601.250000 Penalty: 808.032043
	Iteration 8Q: 3 clusters Score -439601.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -439754.750000 Penalty: 808.032043
	Iteration 9Q: 3 clusters Score -439754.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -439903.375000 Penalty: 808.032043
	Iteration 10Q: 3 clusters Score -439903.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -439988.343750 Penalty: 808.032043
	Iteration 11Q: 3 clusters Score -439988.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -440028.468750 Penalty: 808.032043
	Iteration 12Q: 3 clusters Score -440028.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -440061.156250 Penalty: 808.032043
	Iteration 13Q: 3 clusters Score -440061.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -440078.906250 Penalty: 808.032043
	Iteration 14Q: 3 clusters Score -440078.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -440084.531250 Penalty: 808.032043
	Iteration 15Q: 3 clusters Score -440084.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -440087.718750 Penalty: 808.032043
	Iteration 16Q: 3 clusters Score -440087.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -440089.843750 Penalty: 808.032043
	Iteration 17Q: 3 clusters Score -440089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -440091.656250 Penalty: 808.032043
	Iteration 18Q: 3 clusters Score -440091.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -440093.406250 Penalty: 808.032043
	Iteration 19Q: 3 clusters Score -440093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -440093.343750 Penalty: 808.032043
	Iteration 20F: 3 clusters Score -440093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -440095.531250 Penalty: 808.032043
	Iteration 21Q: 3 clusters Score -440095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -440096.906250 Penalty: 808.032043
	Iteration 22Q: 3 clusters Score -440096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -440098.968750 Penalty: 808.032043
	Iteration 23Q: 3 clusters Score -440099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -440098.593750 Penalty: 808.032043
	Iteration 24Q: 3 clusters Score -440098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -440098.218750 Penalty: 808.032043
	Iteration 25Q: 3 clusters Score -440098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -440099.406250 Penalty: 808.032043
	Iteration 26Q: 3 clusters Score -440099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -440099.875000 Penalty: 808.032043
	Iteration 27Q: 3 clusters Score -440099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -440099.500000 Penalty: 808.032043
	Iteration 28Q: 3 clusters Score -440099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -440099.437500 Penalty: 808.032043
	Iteration 29Q: 3 clusters Score -440099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -440099.125000 Penalty: 808.032043
	Iteration 30Q: 3 clusters Score -440099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -440099.562500 Penalty: 808.032043
	Iteration 31Q: 3 clusters Score -440099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -440100.500000 Penalty: 808.032043
	Iteration 32Q: 3 clusters Score -440100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -440099.906250 Penalty: 808.032043
	Iteration 33Q: 3 clusters Score -440099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440099.312500 Penalty: 808.032043
	Iteration 34Q: 3 clusters Score -440099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440099.312500 Penalty: 808.032043
	Iteration 35F: 3 clusters Score -440099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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 82 members 
Entering Unmasked Estep 
Score: -7571.812500 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7571.812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7604.837402 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7604.837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7625.125000 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -7625.125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7630.352051 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7630.352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7636.962402 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7636.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7636.962402 Penalty: 452.882751
	Iteration 5F: 3 clusters Score -7636.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 90 members 
Entering Unmasked Estep 
Score: -9531.895508 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9531.896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9628.787109 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9628.787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9779.900391 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9790.133789 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -9790.134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9799.631836 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -9799.632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9810.608398 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9810.608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9837.855469 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9837.855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9855.040039 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -9855.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9856.905273 Penalty: 466.280701
	Iteration 8F: 3 clusters Score -9856.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9873.139648 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -9873.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9888.200195 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -9888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9889.441406 Penalty: 466.280701
	Iteration 11Q: 3 clusters Score -9889.441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9917.026367 Penalty: 466.280701
	Iteration 12Q: 3 clusters Score -9917.026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9936.745117 Penalty: 466.280701
	Iteration 13Q: 3 clusters Score -9936.745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9941.053711 Penalty: 466.280701
	Iteration 14Q: 3 clusters Score -9941.054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9941.053711 Penalty: 466.280701
	Iteration 15F: 3 clusters Score -9941.054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 46 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 122 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287008.000000 Penalty: 37422.929688
Splitting cluster 50 changes total score from -53287380.000000 to -53287008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9191.981 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 106 members 
Entering Unmasked Estep 
Score: -8943.864258 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8943.864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9182.677734 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -9182.678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9387.892578 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -9387.893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9472.178711 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -9472.179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9515.838867 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -9515.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9535.470703 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -9535.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9552.683594 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -9552.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9643.562500 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -9643.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9643.562500 Penalty: 474.063232
	Iteration 8F: 3 clusters Score -9643.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 52 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 131 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287328.000000 Penalty: 37422.929688
Splitting cluster 51 changes total score from -53287380.000000 to -53287328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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 110 members 
Entering Unmasked Estep 
Score: -16216.676758 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16216.68 nChanged 85
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: -16305.669922 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16305.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16318.963867 Penalty: 507.066010
	Iteration 2Q: 3 clusters Score -16318.96 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: -16331.641602 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16331.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16335.379883 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16335.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16339.836914 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16339.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16342.115234 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16342.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16342.115234 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -16342.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -18602.240234 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -18602.24 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 168 members 
Entering Unmasked Estep 
Score: -18261.675781 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18261.68 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18559.339844 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18559.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18649.142578 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -18649.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18750.259766 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -18750.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18821.779297 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -18821.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18847.242188 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -18847.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18857.992188 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -18857.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18867.355469 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -18867.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18877.896484 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -18877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18883.966797 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -18883.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18894.078125 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -18894.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18907.496094 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -18907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18922.160156 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -18922.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18936.666016 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -18936.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18951.732422 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -18951.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18963.496094 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -18963.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18974.468750 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -18974.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18978.626953 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -18978.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18980.410156 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -18980.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18980.410156 Penalty: 540.555603
	Iteration 19F: 3 clusters Score -18980.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 112 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287332.000000 Penalty: 37422.929688
Splitting cluster 53 changes total score from -53287380.000000 to -53287332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -91778.210938 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91778.21 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -92354.703125 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92354.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92536.054688 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92536.05 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92656.085938 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92656.09 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92760.765625 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92760.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -92815.289062 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -92815.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92834.179688 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92834.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92841.132812 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92841.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92846.570312 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92846.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92849.679688 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92849.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92851.523438 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92851.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92856.593750 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92856.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92861.156250 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92861.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92862.554688 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92862.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92864.539062 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92864.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92865.437500 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92865.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92867.757812 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92867.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92871.093750 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92871.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92873.390625 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92873.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92874.250000 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -92874.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92875.085938 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -92875.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92874.265625 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -92874.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92874.265625 Penalty: 665.077393
	Iteration 22F: 3 clusters Score -92874.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1210 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 283 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287040.000000 Penalty: 37422.929688
Splitting cluster 54 changes total score from -53287380.000000 to -53287040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (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: -7766.496582 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -7766.497 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 97 members 
Entering Unmasked Estep 
Score: -7566.683105 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -7566.683 nChanged 55
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: -7744.075684 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -7744.076 nChanged 9
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: -7785.919434 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -7785.919 nChanged 1
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: -7788.214844 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -7788.215 nChanged 0
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: -7788.214844 Penalty: 470.514038
	Iteration 4F: 3 clusters Score -7788.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 64 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 112 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53286904.000000 Penalty: 37422.929688
Splitting cluster 55 changes total score from -53287380.000000 to -53286904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21989.845703 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21989.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21578.908203 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -21578.91 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21690.597656 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21690.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21728.851562 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21728.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21746.292969 Penalty: 538.128784
	Iteration 3Q: 3 clusters Score -21746.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21767.466797 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -21767.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21786.259766 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -21786.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21799.925781 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -21799.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21812.876953 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -21812.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21821.750000 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -21821.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21828.087891 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -21828.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21830.427734 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -21830.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21830.798828 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -21830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21830.798828 Penalty: 538.128784
	Iteration 12F: 3 clusters Score -21830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -32974.164062 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -32974.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32466.259766 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -32466.26 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32613.382812 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -32613.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32679.138672 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -32679.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32708.371094 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -32708.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32733.205078 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -32733.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32743.736328 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32743.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32749.507812 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32749.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32753.042969 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32753.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32757.464844 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32757.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32760.316406 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32760.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32761.857422 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32761.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32763.681641 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -32763.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32765.091797 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -32765.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32769.507812 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -32769.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32781.207031 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -32781.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32800.714844 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -32800.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32812.687500 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -32812.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32818.089844 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -32818.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32821.832031 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -32821.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32827.925781 Penalty: 569.098450
	Iteration 19Q: 3 clusters Score -32827.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32828.160156 Penalty: 569.098450
	Iteration 20F: 3 clusters Score -32828.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32828.484375 Penalty: 569.098450
	Iteration 21Q: 3 clusters Score -32828.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32828.484375 Penalty: 569.098450
	Iteration 22F: 3 clusters Score -32828.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -14890.679688 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14890.68 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 147 members 
Entering Unmasked Estep 
Score: -14561.456055 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -14561.46 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14756.349609 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14756.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14865.055664 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14865.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14917.973633 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -14917.97 nChanged 12
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: -14932.053711 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -14932.05 nChanged 9
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: -14939.602539 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14947.178711 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -14947.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14952.201172 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -14952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14956.156250 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -14956.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14967.135742 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -14967.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14978.459961 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -14978.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14993.844727 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -14993.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15031.966797 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -15031.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15063.202148 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -15063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15069.153320 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -15069.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15071.921875 Penalty: 511.785614
	Iteration 15Q: 3 clusters Score -15071.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15073.166992 Penalty: 511.785614
	Iteration 16Q: 3 clusters Score -15073.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15073.166992 Penalty: 511.785614
	Iteration 17F: 3 clusters Score -15073.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 64 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53287044.000000 Penalty: 37422.929688
Splitting cluster 59 changes total score from -53287380.000000 to -53287044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50441.796875 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50441.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50639.613281 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50639.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50701.863281 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50701.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50734.812500 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50734.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50769.578125 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50769.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50800.101562 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50800.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -50834.527344 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50834.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50865.367188 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50865.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50898.679688 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50898.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50927.371094 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -50927.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50948.949219 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -50948.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50958.253906 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -50958.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50966.265625 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -50966.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50972.894531 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -50972.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50975.457031 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -50975.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50978.296875 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -50978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50980.406250 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -50980.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50981.851562 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -50981.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50982.894531 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -50982.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50983.609375 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -50983.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50985.644531 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -50985.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50986.472656 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -50986.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50987.496094 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -50987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50988.890625 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -50988.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50990.058594 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -50990.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50993.042969 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -50993.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50994.578125 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -50994.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50997.242188 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -50997.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50999.261719 Penalty: 605.762085
	Iteration 28Q: 3 clusters Score -50999.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50999.648438 Penalty: 605.762085
	Iteration 29Q: 3 clusters Score -50999.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50999.648438 Penalty: 605.762085
	Iteration 30F: 3 clusters Score -50999.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110229 members 
Mstep: Class 6 contains 88119 members 
Mstep: Class 7 contains 87890 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87544 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85580 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 75199 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 91137 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7183 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287364.000000 Penalty: 36799.214844
Iteration 319Q: 60 clusters Score -5.328736e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110125 members 
Mstep: Class 6 contains 88040 members 
Mstep: Class 7 contains 87900 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81749 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87384 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 85547 members 
Mstep: Class 14 contains 84656 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 54904 members 
Mstep: Class 18 contains 74957 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 90912 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1832 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1335 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2333 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7166 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287148.000000 Penalty: 36799.214844
Iteration 320F: 60 clusters Score -5.328715e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 110010 members 
Mstep: Class 6 contains 87995 members 
Mstep: Class 7 contains 87876 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81758 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87226 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 85508 members 
Mstep: Class 14 contains 84668 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 55773 members 
Mstep: Class 18 contains 74709 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 90696 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1335 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2316 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7143 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287112.000000 Penalty: 36799.214844
Iteration 321Q: 60 clusters Score -5.328711e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109868 members 
Mstep: Class 6 contains 87922 members 
Mstep: Class 7 contains 87881 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81772 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87041 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 85518 members 
Mstep: Class 14 contains 84652 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 56646 members 
Mstep: Class 18 contains 74479 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 90483 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1335 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2304 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7120 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287108.000000 Penalty: 36799.214844
Iteration 322Q: 60 clusters Score -5.328711e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109721 members 
Mstep: Class 6 contains 87853 members 
Mstep: Class 7 contains 87903 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81803 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86837 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 85506 members 
Mstep: Class 14 contains 84626 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 57512 members 
Mstep: Class 18 contains 74249 members 
Mstep: Class 19 contains 873 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 90296 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1830 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2288 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7100 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287072.000000 Penalty: 36799.214844
Iteration 323Q: 60 clusters Score -5.328707e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109591 members 
Mstep: Class 6 contains 87778 members 
Mstep: Class 7 contains 87902 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81849 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86608 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 85453 members 
Mstep: Class 14 contains 84578 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 58418 members 
Mstep: Class 18 contains 74051 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 90134 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1826 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2271 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7083 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287036.000000 Penalty: 36799.214844
Iteration 324Q: 60 clusters Score -5.328704e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109405 members 
Mstep: Class 6 contains 87749 members 
Mstep: Class 7 contains 87860 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81883 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86366 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85424 members 
Mstep: Class 14 contains 84525 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 59402 members 
Mstep: Class 18 contains 73865 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 1156 members 
Mstep: Class 21 contains 89932 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2256 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7063 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287160.000000 Penalty: 36799.214844
Iteration 325Q: 60 clusters Score -5.328716e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109241 members 
Mstep: Class 6 contains 87708 members 
Mstep: Class 7 contains 87845 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81896 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86103 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 85362 members 
Mstep: Class 14 contains 84415 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4335 members 
Mstep: Class 17 contains 60405 members 
Mstep: Class 18 contains 73653 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 21 contains 89796 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1344 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2241 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7049 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287040.000000 Penalty: 36799.214844
Iteration 326Q: 60 clusters Score -5.328704e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 109093 members 
Mstep: Class 6 contains 87675 members 
Mstep: Class 7 contains 87898 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81873 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85762 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 85288 members 
Mstep: Class 14 contains 84294 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 61496 members 
Mstep: Class 18 contains 73437 members 
Mstep: Class 19 contains 917 members 
Mstep: Class 20 contains 1137 members 
Mstep: Class 21 contains 89685 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2229 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7028 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287052.000000 Penalty: 36799.214844
Iteration 327Q: 60 clusters Score -5.328705e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108949 members 
Mstep: Class 6 contains 87599 members 
Mstep: Class 7 contains 87884 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81820 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85399 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 85200 members 
Mstep: Class 14 contains 84157 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 62744 members 
Mstep: Class 18 contains 73199 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 1135 members 
Mstep: Class 21 contains 89597 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1784 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1352 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2213 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 7018 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287228.000000 Penalty: 36799.214844
Iteration 328Q: 60 clusters Score -5.328723e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108757 members 
Mstep: Class 6 contains 87465 members 
Mstep: Class 7 contains 87941 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81774 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85024 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 85067 members 
Mstep: Class 14 contains 84036 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 64058 members 
Mstep: Class 18 contains 73000 members 
Mstep: Class 19 contains 957 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 89461 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1356 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2188 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6994 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287220.000000 Penalty: 36799.214844
Iteration 329Q: 60 clusters Score -5.328722e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108589 members 
Mstep: Class 6 contains 87362 members 
Mstep: Class 7 contains 87986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81715 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84595 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 84925 members 
Mstep: Class 14 contains 83884 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4338 members 
Mstep: Class 17 contains 65457 members 
Mstep: Class 18 contains 72813 members 
Mstep: Class 19 contains 979 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 89313 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1757 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6975 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287384.000000 Penalty: 36799.214844
Iteration 330Q: 60 clusters Score -5.328738e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108354 members 
Mstep: Class 6 contains 87237 members 
Mstep: Class 7 contains 88036 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81606 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 84196 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 84784 members 
Mstep: Class 14 contains 83705 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 66981 members 
Mstep: Class 18 contains 72601 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 89200 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 248 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2159 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6952 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287576.000000 Penalty: 36799.214844
Iteration 331Q: 60 clusters Score -5.328758e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 108143 members 
Mstep: Class 6 contains 87151 members 
Mstep: Class 7 contains 88082 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81414 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83801 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 84607 members 
Mstep: Class 14 contains 83514 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 17 contains 68583 members 
Mstep: Class 18 contains 72384 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 1113 members 
Mstep: Class 21 contains 89091 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1691 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1377 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2142 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6952 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288140.000000 Penalty: 36799.214844
Iteration 332Q: 60 clusters Score -5.328814e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 107921 members 
Mstep: Class 6 contains 87025 members 
Mstep: Class 7 contains 88206 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81214 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83414 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 84399 members 
Mstep: Class 14 contains 83316 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 70186 members 
Mstep: Class 18 contains 72148 members 
Mstep: Class 19 contains 1055 members 
Mstep: Class 20 contains 1110 members 
Mstep: Class 21 contains 89014 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1654 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2125 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6950 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288572.000000 Penalty: 36799.214844
Iteration 333Q: 60 clusters Score -5.328857e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 107657 members 
Mstep: Class 6 contains 86910 members 
Mstep: Class 7 contains 88316 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81023 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83059 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 84207 members 
Mstep: Class 14 contains 83067 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4328 members 
Mstep: Class 17 contains 71865 members 
Mstep: Class 18 contains 71888 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 1109 members 
Mstep: Class 21 contains 88961 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2110 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6945 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289144.000000 Penalty: 36799.214844
Iteration 334Q: 60 clusters Score -5.328914e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 107310 members 
Mstep: Class 6 contains 86764 members 
Mstep: Class 7 contains 88422 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80894 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82695 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 83950 members 
Mstep: Class 14 contains 82797 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 73694 members 
Mstep: Class 18 contains 71607 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 1103 members 
Mstep: Class 21 contains 88940 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1563 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2090 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6948 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289552.000000 Penalty: 36799.214844
Iteration 335Q: 60 clusters Score -5.328955e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106941 members 
Mstep: Class 6 contains 86591 members 
Mstep: Class 7 contains 88562 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80807 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82287 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 83595 members 
Mstep: Class 14 contains 82516 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 75673 members 
Mstep: Class 18 contains 71295 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1525 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1409 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2070 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6955 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290108.000000 Penalty: 36799.214844
Iteration 336Q: 60 clusters Score -5.329011e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106588 members 
Mstep: Class 6 contains 86394 members 
Mstep: Class 7 contains 88579 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 80788 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 81793 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 83180 members 
Mstep: Class 14 contains 82292 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 77749 members 
Mstep: Class 18 contains 70984 members 
Mstep: Class 19 contains 1205 members 
Mstep: Class 20 contains 1080 members 
Mstep: Class 21 contains 88932 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2049 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6973 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290924.000000 Penalty: 36799.214844
Iteration 337Q: 60 clusters Score -5.329092e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106295 members 
Mstep: Class 6 contains 86125 members 
Mstep: Class 7 contains 88085 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81027 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 81291 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 82707 members 
Mstep: Class 14 contains 82212 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 80086 members 
Mstep: Class 18 contains 70637 members 
Mstep: Class 19 contains 1246 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 88950 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2016 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6980 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291548.000000 Penalty: 36799.214844
Iteration 338Q: 60 clusters Score -5.329155e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 106028 members 
Mstep: Class 6 contains 85792 members 
Mstep: Class 7 contains 87164 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81421 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 80909 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 82035 members 
Mstep: Class 14 contains 82335 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 82617 members 
Mstep: Class 18 contains 70306 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 88964 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1428 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1986 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6971 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292392.000000 Penalty: 36799.214844
Iteration 339Q: 60 clusters Score -5.329239e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105794 members 
Mstep: Class 6 contains 85434 members 
Mstep: Class 7 contains 85676 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81954 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 80763 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 81363 members 
Mstep: Class 14 contains 82560 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 85231 members 
Mstep: Class 18 contains 69956 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 88944 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1438 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1969 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6942 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293504.000000 Penalty: 36799.214844
Iteration 340F: 60 clusters Score -5.32935e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105494 members 
Mstep: Class 6 contains 84937 members 
Mstep: Class 7 contains 83825 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82630 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 80955 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 80695 members 
Mstep: Class 14 contains 82906 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4117 members 
Mstep: Class 17 contains 87881 members 
Mstep: Class 18 contains 69572 members 
Mstep: Class 19 contains 1394 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 88902 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1445 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6893 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294208.000000 Penalty: 36799.214844
Iteration 341Q: 60 clusters Score -5.329421e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 105175 members 
Mstep: Class 6 contains 84419 members 
Mstep: Class 7 contains 81635 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83225 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 81522 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 80129 members 
Mstep: Class 14 contains 83359 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4099 members 
Mstep: Class 17 contains 90520 members 
Mstep: Class 18 contains 69144 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 1110 members 
Mstep: Class 21 contains 88792 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1359 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1932 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6828 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294152.000000 Penalty: 36799.214844
Iteration 342Q: 60 clusters Score -5.329415e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104892 members 
Mstep: Class 6 contains 83933 members 
Mstep: Class 7 contains 79124 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83751 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 82528 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 79933 members 
Mstep: Class 14 contains 83812 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 92671 members 
Mstep: Class 18 contains 68703 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 88644 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1321 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1456 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1913 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6757 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292872.000000 Penalty: 36799.214844
Iteration 343Q: 60 clusters Score -5.329287e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104628 members 
Mstep: Class 6 contains 83518 members 
Mstep: Class 7 contains 76720 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84188 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 83934 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 80280 members 
Mstep: Class 14 contains 84171 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 93875 members 
Mstep: Class 18 contains 68204 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 1271 members 
Mstep: Class 21 contains 88493 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1899 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6685 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291448.000000 Penalty: 36799.214844
Iteration 344Q: 60 clusters Score -5.329145e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104381 members 
Mstep: Class 6 contains 83198 members 
Mstep: Class 7 contains 75044 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84432 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 85464 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 80985 members 
Mstep: Class 14 contains 84493 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4048 members 
Mstep: Class 17 contains 93937 members 
Mstep: Class 18 contains 67724 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 1393 members 
Mstep: Class 21 contains 88345 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1218 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1884 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290324.000000 Penalty: 36799.214844
Iteration 345Q: 60 clusters Score -5.329032e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104218 members 
Mstep: Class 6 contains 83065 members 
Mstep: Class 7 contains 73841 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84457 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 86984 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 13 contains 81772 members 
Mstep: Class 14 contains 84747 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 93365 members 
Mstep: Class 18 contains 67353 members 
Mstep: Class 19 contains 1726 members 
Mstep: Class 20 contains 1535 members 
Mstep: Class 21 contains 88148 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 249 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1167 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1458 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1870 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6550 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289572.000000 Penalty: 36799.214844
Iteration 346Q: 60 clusters Score -5.328957e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 104076 members 
Mstep: Class 6 contains 83017 members 
Mstep: Class 7 contains 72912 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84299 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88338 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 82570 members 
Mstep: Class 14 contains 84928 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4042 members 
Mstep: Class 17 contains 92661 members 
Mstep: Class 18 contains 67036 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 88007 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1460 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1867 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6494 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288860.000000 Penalty: 36799.214844
Iteration 347Q: 60 clusters Score -5.328886e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103889 members 
Mstep: Class 6 contains 83090 members 
Mstep: Class 7 contains 72295 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 84101 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89371 members 
Mstep: Class 12 contains 1652 members 
Mstep: Class 13 contains 83326 members 
Mstep: Class 14 contains 85098 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4036 members 
Mstep: Class 17 contains 91879 members 
Mstep: Class 18 contains 66798 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 1765 members 
Mstep: Class 21 contains 87858 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1465 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1866 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6462 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287856.000000 Penalty: 36799.214844
Iteration 348Q: 60 clusters Score -5.328786e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103759 members 
Mstep: Class 6 contains 83177 members 
Mstep: Class 7 contains 72075 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83876 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89954 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 83982 members 
Mstep: Class 14 contains 85242 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4026 members 
Mstep: Class 17 contains 91122 members 
Mstep: Class 18 contains 66542 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 87812 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1878 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6439 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287376.000000 Penalty: 36799.214844
Iteration 349Q: 60 clusters Score -5.328738e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103653 members 
Mstep: Class 6 contains 83251 members 
Mstep: Class 7 contains 72163 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83767 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90332 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 84495 members 
Mstep: Class 14 contains 85283 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 90348 members 
Mstep: Class 18 contains 66332 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 87742 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1893 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6416 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286936.000000 Penalty: 36799.214844
Iteration 350Q: 60 clusters Score -5.328694e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103573 members 
Mstep: Class 6 contains 83287 members 
Mstep: Class 7 contains 72644 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83581 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90431 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 84862 members 
Mstep: Class 14 contains 85260 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4003 members 
Mstep: Class 17 contains 89743 members 
Mstep: Class 18 contains 66135 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 87679 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1486 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6401 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286928.000000 Penalty: 36799.214844
Iteration 351Q: 60 clusters Score -5.328693e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103480 members 
Mstep: Class 6 contains 83270 members 
Mstep: Class 7 contains 73398 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83435 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90403 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 85065 members 
Mstep: Class 14 contains 85212 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 89168 members 
Mstep: Class 18 contains 65912 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 2224 members 
Mstep: Class 21 contains 87681 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1929 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6383 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286928.000000 Penalty: 36799.214844
Iteration 352Q: 60 clusters Score -5.328693e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103354 members 
Mstep: Class 6 contains 83250 members 
Mstep: Class 7 contains 74510 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83289 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 90248 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 85211 members 
Mstep: Class 14 contains 85120 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 88535 members 
Mstep: Class 18 contains 65666 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 87724 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6363 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287860.000000 Penalty: 36799.214844
Iteration 353Q: 60 clusters Score -5.328786e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103152 members 
Mstep: Class 6 contains 83152 members 
Mstep: Class 7 contains 76169 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83152 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89920 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 85245 members 
Mstep: Class 14 contains 84980 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 17 contains 87871 members 
Mstep: Class 18 contains 65392 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 87810 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1972 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6346 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288796.000000 Penalty: 36799.214844
Iteration 354Q: 60 clusters Score -5.32888e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 102891 members 
Mstep: Class 6 contains 83062 members 
Mstep: Class 7 contains 77707 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83020 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89532 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 85220 members 
Mstep: Class 14 contains 84849 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 87494 members 
Mstep: Class 18 contains 65109 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 87900 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1981 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6332 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289632.000000 Penalty: 36799.214844
Iteration 355Q: 60 clusters Score -5.328963e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 102625 members 
Mstep: Class 6 contains 83036 members 
Mstep: Class 7 contains 78825 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82902 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89120 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 13 contains 85184 members 
Mstep: Class 14 contains 84733 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 87540 members 
Mstep: Class 18 contains 64850 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 87967 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1545 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1992 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6326 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290392.000000 Penalty: 36799.214844
Iteration 356Q: 60 clusters Score -5.329039e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 102394 members 
Mstep: Class 6 contains 83046 members 
Mstep: Class 7 contains 79613 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82788 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88725 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 85141 members 
Mstep: Class 14 contains 84681 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 87830 members 
Mstep: Class 18 contains 64606 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 87983 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1997 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6321 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290432.000000 Penalty: 36799.214844
Iteration 357Q: 60 clusters Score -5.329043e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 102193 members 
Mstep: Class 6 contains 83105 members 
Mstep: Class 7 contains 80132 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82698 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88358 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 85137 members 
Mstep: Class 14 contains 84657 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 88202 members 
Mstep: Class 18 contains 64389 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 87961 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6315 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 179 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290504.000000 Penalty: 36799.214844
Iteration 358Q: 60 clusters Score -5.32905e+07 nChanged 3241
Entering ConstructFrom: 
Score: -53290504.000000 Penalty: 36799.214844
Entering ConstructFrom: 
Trying to split cluster 1 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -538580.875000 Penalty: 410.510162
	Iteration 0F: 2 clusters Score -538580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -532986.250000 Penalty: 821.020325
	Iteration 0F: 3 clusters Score -532986.2 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -535186.625000 Penalty: 821.020325
	Iteration 1F: 3 clusters Score -535186.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -535326.812500 Penalty: 821.020325
	Iteration 2Q: 3 clusters Score -535326.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -535477.375000 Penalty: 821.020325
	Iteration 3Q: 3 clusters Score -535477.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -535665.375000 Penalty: 821.020325
	Iteration 4Q: 3 clusters Score -535665.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -535959.125000 Penalty: 821.020325
	Iteration 5F: 3 clusters Score -535959.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -536389.500000 Penalty: 821.020325
	Iteration 6F: 3 clusters Score -536389.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -536903.375000 Penalty: 821.020325
	Iteration 7F: 3 clusters Score -536903.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -537216.687500 Penalty: 821.020325
	Iteration 8F: 3 clusters Score -537216.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -537309.437500 Penalty: 821.020325
	Iteration 9Q: 3 clusters Score -537309.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -537342.812500 Penalty: 821.020325
	Iteration 10Q: 3 clusters Score -537342.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -537355.687500 Penalty: 821.020325
	Iteration 11Q: 3 clusters Score -537355.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -537362.187500 Penalty: 821.020325
	Iteration 12Q: 3 clusters Score -537362.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -537367.750000 Penalty: 821.020325
	Iteration 13Q: 3 clusters Score -537367.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -537371.375000 Penalty: 821.020325
	Iteration 14Q: 3 clusters Score -537371.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -537372.687500 Penalty: 821.020325
	Iteration 15Q: 3 clusters Score -537372.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -537373.500000 Penalty: 821.020325
	Iteration 16Q: 3 clusters Score -537373.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -537374.125000 Penalty: 821.020325
	Iteration 17Q: 3 clusters Score -537374.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -537375.625000 Penalty: 821.020325
	Iteration 18Q: 3 clusters Score -537375.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -537376.625000 Penalty: 821.020325
	Iteration 19Q: 3 clusters Score -537376.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -537378.562500 Penalty: 821.020325
	Iteration 20F: 3 clusters Score -537378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -537379.312500 Penalty: 821.020325
	Iteration 21Q: 3 clusters Score -537379.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -537380.812500 Penalty: 821.020325
	Iteration 22Q: 3 clusters Score -537380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -537383.375000 Penalty: 821.020325
	Iteration 23Q: 3 clusters Score -537383.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -537385.750000 Penalty: 821.020325
	Iteration 24Q: 3 clusters Score -537385.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -537386.875000 Penalty: 821.020325
	Iteration 25Q: 3 clusters Score -537386.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -537390.437500 Penalty: 821.020325
	Iteration 26Q: 3 clusters Score -537390.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -537390.250000 Penalty: 821.020325
	Iteration 27Q: 3 clusters Score -537390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -537394.000000 Penalty: 821.020325
	Iteration 28Q: 3 clusters Score -537394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -537394.812500 Penalty: 821.020325
	Iteration 29Q: 3 clusters Score -537394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -537396.250000 Penalty: 821.020325
	Iteration 30Q: 3 clusters Score -537396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -537398.375000 Penalty: 821.020325
	Iteration 31Q: 3 clusters Score -537398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -537399.375000 Penalty: 821.020325
	Iteration 32Q: 3 clusters Score -537399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -537399.687500 Penalty: 821.020325
	Iteration 33Q: 3 clusters Score -537399.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -537400.187500 Penalty: 821.020325
	Iteration 34Q: 3 clusters Score -537400.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -537399.687500 Penalty: 821.020325
	Iteration 35Q: 3 clusters Score -537399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -537401.437500 Penalty: 821.020325
	Iteration 36Q: 3 clusters Score -537401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -537401.312500 Penalty: 821.020325
	Iteration 37Q: 3 clusters Score -537401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -537401.625000 Penalty: 821.020325
	Iteration 38Q: 3 clusters Score -537401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -537401.687500 Penalty: 821.020325
	Iteration 39Q: 3 clusters Score -537401.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -537401.250000 Penalty: 821.020325
	Iteration 40F: 3 clusters Score -537401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -537403.125000 Penalty: 821.020325
	Iteration 41Q: 3 clusters Score -537403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -537403.187500 Penalty: 821.020325
	Iteration 42Q: 3 clusters Score -537403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -537403.375000 Penalty: 821.020325
	Iteration 43Q: 3 clusters Score -537403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -537402.937500 Penalty: 821.020325
	Iteration 44Q: 3 clusters Score -537402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -537403.375000 Penalty: 821.020325
	Iteration 45Q: 3 clusters Score -537403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -537403.250000 Penalty: 821.020325
	Iteration 46Q: 3 clusters Score -537403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -537403.437500 Penalty: 821.020325
	Iteration 47Q: 3 clusters Score -537403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -537403.312500 Penalty: 821.020325
	Iteration 48Q: 3 clusters Score -537403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -537404.375000 Penalty: 821.020325
	Iteration 49Q: 3 clusters Score -537404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -537405.250000 Penalty: 821.020325
	Iteration 50Q: 3 clusters Score -537405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -537406.750000 Penalty: 821.020325
	Iteration 51Q: 3 clusters Score -537406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -537406.187500 Penalty: 821.020325
	Iteration 52Q: 3 clusters Score -537406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -537406.062500 Penalty: 821.020325
	Iteration 53Q: 3 clusters Score -537406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -537408.062500 Penalty: 821.020325
	Iteration 54Q: 3 clusters Score -537408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -537410.062500 Penalty: 821.020325
	Iteration 55Q: 3 clusters Score -537410.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -537409.375000 Penalty: 821.020325
	Iteration 56Q: 3 clusters Score -537409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -537411.625000 Penalty: 821.020325
	Iteration 57Q: 3 clusters Score -537411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -537411.812500 Penalty: 821.020325
	Iteration 58Q: 3 clusters Score -537411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -537410.937500 Penalty: 821.020325
	Iteration 59Q: 3 clusters Score -537410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -537413.750000 Penalty: 821.020325
	Iteration 60F: 3 clusters Score -537413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -537414.500000 Penalty: 821.020325
	Iteration 61Q: 3 clusters Score -537414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -537415.750000 Penalty: 821.020325
	Iteration 62Q: 3 clusters Score -537415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -537415.500000 Penalty: 821.020325
	Iteration 63Q: 3 clusters Score -537415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -537417.000000 Penalty: 821.020325
	Iteration 64Q: 3 clusters Score -537417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -537416.250000 Penalty: 821.020325
	Iteration 65Q: 3 clusters Score -537416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -537416.937500 Penalty: 821.020325
	Iteration 66Q: 3 clusters Score -537416.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -537417.562500 Penalty: 821.020325
	Iteration 67Q: 3 clusters Score -537417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -537418.562500 Penalty: 821.020325
	Iteration 68Q: 3 clusters Score -537418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -537419.500000 Penalty: 821.020325
	Iteration 69Q: 3 clusters Score -537419.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -537419.937500 Penalty: 821.020325
	Iteration 70Q: 3 clusters Score -537419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -537419.375000 Penalty: 821.020325
	Iteration 71Q: 3 clusters Score -537419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -537420.937500 Penalty: 821.020325
	Iteration 72Q: 3 clusters Score -537420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -537421.250000 Penalty: 821.020325
	Iteration 73Q: 3 clusters Score -537421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -537420.812500 Penalty: 821.020325
	Iteration 74Q: 3 clusters Score -537420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -537421.187500 Penalty: 821.020325
	Iteration 75Q: 3 clusters Score -537421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -537420.937500 Penalty: 821.020325
	Iteration 76Q: 3 clusters Score -537420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -537421.250000 Penalty: 821.020325
	Iteration 77Q: 3 clusters Score -537421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -537419.937500 Penalty: 821.020325
	Iteration 78Q: 3 clusters Score -537419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -537420.312500 Penalty: 821.020325
	Iteration 79Q: 3 clusters Score -537420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -537421.437500 Penalty: 821.020325
	Iteration 80F: 3 clusters Score -537421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -537422.187500 Penalty: 821.020325
	Iteration 81Q: 3 clusters Score -537422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -537422.687500 Penalty: 821.020325
	Iteration 82Q: 3 clusters Score -537422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -537423.187500 Penalty: 821.020325
	Iteration 83Q: 3 clusters Score -537423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -537422.625000 Penalty: 821.020325
	Iteration 84Q: 3 clusters Score -537422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -537422.625000 Penalty: 821.020325
	Iteration 85F: 3 clusters Score -537422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -8388.916992 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -8388.917 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 206 members 
Entering Unmasked Estep 
Score: -8056.060547 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -8056.061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8226.844727 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -8226.845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8287.493164 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -8287.493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8335.406250 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -8335.406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8374.958984 Penalty: 543.152405
	Iteration 4F: 3 clusters Score -8374.959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8399.900391 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -8399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8428.167969 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -8428.168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8451.986328 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -8451.986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8479.677734 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -8479.678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8485.926758 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -8485.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8490.245117 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -8490.245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8496.664062 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -8496.664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8499.545898 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -8499.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8499.929688 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -8499.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8499.929688 Penalty: 543.152405
	Iteration 14F: 3 clusters Score -8499.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 167 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 224 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290060.000000 Penalty: 37422.929688
Splitting cluster 2 changes total score from -53290504.000000 to -53290060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 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 590 members 
Entering Unmasked Estep 
Score: -73740.648438 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73740.65 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74031.351562 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74031.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74108.148438 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74108.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74174.906250 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -74174.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -74218.906250 Penalty: 641.797607
	Iteration 4F: 3 clusters Score -74218.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -74262.679688 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -74262.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -74300.906250 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -74300.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -74339.757812 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -74339.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -74368.250000 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74368.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -74406.828125 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74406.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74459.085938 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74459.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -74486.500000 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74486.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -74497.960938 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74497.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -74503.046875 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74503.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -74514.679688 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74514.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -74519.710938 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74519.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -74521.179688 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74521.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -74521.750000 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74521.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74522.085938 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -74522.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74522.632812 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -74522.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -74523.484375 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -74523.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -74523.906250 Penalty: 641.797607
	Iteration 21Q: 3 clusters Score -74523.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -74524.320312 Penalty: 641.797607
	Iteration 22Q: 3 clusters Score -74524.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -74524.320312 Penalty: 641.797607
	Iteration 23F: 3 clusters Score -74524.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 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 218 members 
Entering Unmasked Estep 
Score: -26199.466797 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26199.47 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26313.880859 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26313.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26359.753906 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26359.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26381.476562 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -26381.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26397.781250 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26397.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26410.361328 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26410.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26422.822266 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26422.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26432.757812 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26432.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26447.634766 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26447.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26467.343750 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26467.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26479.197266 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26488.470703 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26488.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26499.076172 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -26499.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26517.445312 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -26517.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26528.949219 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -26528.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26542.449219 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -26542.45 nChanged 7
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: -26551.126953 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -26551.13 nChanged 4
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: -26561.294922 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -26561.29 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: -26570.189453 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -26570.19 nChanged 5
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: -26574.216797 Penalty: 550.310913
	Iteration 19Q: 3 clusters Score -26574.22 nChanged 4
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: -26576.878906 Penalty: 550.310913
	Iteration 20F: 3 clusters Score -26576.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26577.738281 Penalty: 550.310913
	Iteration 21Q: 3 clusters Score -26577.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26578.361328 Penalty: 550.310913
	Iteration 22Q: 3 clusters Score -26578.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26579.466797 Penalty: 550.310913
	Iteration 23Q: 3 clusters Score -26579.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26579.466797 Penalty: 550.310913
	Iteration 24F: 3 clusters Score -26579.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Entering Unmasked Estep 
Score: -6252239.000000 Penalty: 524.724854
	Iteration 0F: 2 clusters Score -6252239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -6184147.500000 Penalty: 1049.449707
	Iteration 0F: 3 clusters Score -6184148 nChanged 49827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -6216516.500000 Penalty: 1049.449707
	Iteration 1F: 3 clusters Score -6216516 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -6218977.500000 Penalty: 1049.449707
	Iteration 2Q: 3 clusters Score -6218978 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6222972.000000 Penalty: 1049.449707
	Iteration 3F: 3 clusters Score -6222972 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -6228696.500000 Penalty: 1049.449707
	Iteration 4F: 3 clusters Score -6228696 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6235129.000000 Penalty: 1049.449707
	Iteration 5F: 3 clusters Score -6235129 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -6239097.500000 Penalty: 1049.449707
	Iteration 6F: 3 clusters Score -6239098 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -6240699.500000 Penalty: 1049.449707
	Iteration 7Q: 3 clusters Score -6240700 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -6241618.500000 Penalty: 1049.449707
	Iteration 8Q: 3 clusters Score -6241618 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -6242311.500000 Penalty: 1049.449707
	Iteration 9Q: 3 clusters Score -6242312 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -6242929.000000 Penalty: 1049.449707
	Iteration 10Q: 3 clusters Score -6242929 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6243505.500000 Penalty: 1049.449707
	Iteration 11Q: 3 clusters Score -6243506 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -6243979.500000 Penalty: 1049.449707
	Iteration 12Q: 3 clusters Score -6243980 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6244380.000000 Penalty: 1049.449707
	Iteration 13Q: 3 clusters Score -6244380 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -6244761.000000 Penalty: 1049.449707
	Iteration 14Q: 3 clusters Score -6244761 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -6245062.000000 Penalty: 1049.449707
	Iteration 15Q: 3 clusters Score -6245062 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -6245342.000000 Penalty: 1049.449707
	Iteration 16Q: 3 clusters Score -6245342 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -6245654.500000 Penalty: 1049.449707
	Iteration 17Q: 3 clusters Score -6245654 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -6245898.000000 Penalty: 1049.449707
	Iteration 18Q: 3 clusters Score -6245898 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -6246198.000000 Penalty: 1049.449707
	Iteration 19Q: 3 clusters Score -6246198 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -6246470.000000 Penalty: 1049.449707
	Iteration 20F: 3 clusters Score -6246470 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -6246734.000000 Penalty: 1049.449707
	Iteration 21Q: 3 clusters Score -6246734 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -6247194.500000 Penalty: 1049.449707
	Iteration 22Q: 3 clusters Score -6247194 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -6247632.500000 Penalty: 1049.449707
	Iteration 23Q: 3 clusters Score -6247632 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -6248119.500000 Penalty: 1049.449707
	Iteration 24Q: 3 clusters Score -6248120 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6248682.000000 Penalty: 1049.449707
	Iteration 25Q: 3 clusters Score -6248682 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -6249268.500000 Penalty: 1049.449707
	Iteration 26Q: 3 clusters Score -6249268 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6249850.500000 Penalty: 1049.449707
	Iteration 27Q: 3 clusters Score -6249850 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6250386.500000 Penalty: 1049.449707
	Iteration 28Q: 3 clusters Score -6250386 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6250860.500000 Penalty: 1049.449707
	Iteration 29Q: 3 clusters Score -6250860 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6251204.000000 Penalty: 1049.449707
	Iteration 30Q: 3 clusters Score -6251204 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6251426.000000 Penalty: 1049.449707
	Iteration 31Q: 3 clusters Score -6251426 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6251588.500000 Penalty: 1049.449707
	Iteration 32Q: 3 clusters Score -6251588 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6251692.500000 Penalty: 1049.449707
	Iteration 33Q: 3 clusters Score -6251692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6251723.000000 Penalty: 1049.449707
	Iteration 34Q: 3 clusters Score -6251723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6251755.000000 Penalty: 1049.449707
	Iteration 35Q: 3 clusters Score -6251755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6251768.000000 Penalty: 1049.449707
	Iteration 36Q: 3 clusters Score -6251768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6251784.500000 Penalty: 1049.449707
	Iteration 37Q: 3 clusters Score -6251784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6251792.000000 Penalty: 1049.449707
	Iteration 38Q: 3 clusters Score -6251792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6251816.500000 Penalty: 1049.449707
	Iteration 39Q: 3 clusters Score -6251816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6251823.500000 Penalty: 1049.449707
	Iteration 40F: 3 clusters Score -6251824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6251827.500000 Penalty: 1049.449707
	Iteration 41Q: 3 clusters Score -6251828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6251829.000000 Penalty: 1049.449707
	Iteration 42Q: 3 clusters Score -6251829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6251833.500000 Penalty: 1049.449707
	Iteration 43Q: 3 clusters Score -6251834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6251842.000000 Penalty: 1049.449707
	Iteration 44Q: 3 clusters Score -6251842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6251850.000000 Penalty: 1049.449707
	Iteration 45Q: 3 clusters Score -6251850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6251850.500000 Penalty: 1049.449707
	Iteration 46Q: 3 clusters Score -6251850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6251852.500000 Penalty: 1049.449707
	Iteration 47Q: 3 clusters Score -6251852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6251852.500000 Penalty: 1049.449707
	Iteration 48F: 3 clusters Score -6251852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (83212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Entering Unmasked Estep 
Score: -5103684.000000 Penalty: 515.476135
	Iteration 0F: 2 clusters Score -5103684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -5047519.500000 Penalty: 1030.952271
	Iteration 0F: 3 clusters Score -5047520 nChanged 40713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5073045.500000 Penalty: 1030.952271
	Iteration 1F: 3 clusters Score -5073046 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5074848.500000 Penalty: 1030.952271
	Iteration 2F: 3 clusters Score -5074848 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -5077393.000000 Penalty: 1030.952271
	Iteration 3F: 3 clusters Score -5077393 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -5080996.500000 Penalty: 1030.952271
	Iteration 4F: 3 clusters Score -5080996 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -5085808.500000 Penalty: 1030.952271
	Iteration 5F: 3 clusters Score -5085808 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -5090565.500000 Penalty: 1030.952271
	Iteration 6F: 3 clusters Score -5090566 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -5093416.500000 Penalty: 1030.952271
	Iteration 7F: 3 clusters Score -5093416 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -5094583.000000 Penalty: 1030.952271
	Iteration 8Q: 3 clusters Score -5094583 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -5095215.500000 Penalty: 1030.952271
	Iteration 9Q: 3 clusters Score -5095216 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -5095846.000000 Penalty: 1030.952271
	Iteration 10Q: 3 clusters Score -5095846 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -5096371.500000 Penalty: 1030.952271
	Iteration 11Q: 3 clusters Score -5096372 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -5096899.500000 Penalty: 1030.952271
	Iteration 12Q: 3 clusters Score -5096900 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -5097392.500000 Penalty: 1030.952271
	Iteration 13Q: 3 clusters Score -5097392 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -5097847.000000 Penalty: 1030.952271
	Iteration 14Q: 3 clusters Score -5097847 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -5098292.500000 Penalty: 1030.952271
	Iteration 15Q: 3 clusters Score -5098292 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -5098667.000000 Penalty: 1030.952271
	Iteration 16Q: 3 clusters Score -5098667 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -5099001.500000 Penalty: 1030.952271
	Iteration 17Q: 3 clusters Score -5099002 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -5099319.500000 Penalty: 1030.952271
	Iteration 18Q: 3 clusters Score -5099320 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -5099618.500000 Penalty: 1030.952271
	Iteration 19Q: 3 clusters Score -5099618 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -5099921.000000 Penalty: 1030.952271
	Iteration 20F: 3 clusters Score -5099921 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -5100184.000000 Penalty: 1030.952271
	Iteration 21Q: 3 clusters Score -5100184 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -5100460.000000 Penalty: 1030.952271
	Iteration 22Q: 3 clusters Score -5100460 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -5100741.500000 Penalty: 1030.952271
	Iteration 23Q: 3 clusters Score -5100742 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -5100985.000000 Penalty: 1030.952271
	Iteration 24Q: 3 clusters Score -5100985 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -5101244.500000 Penalty: 1030.952271
	Iteration 25Q: 3 clusters Score -5101244 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -5101473.000000 Penalty: 1030.952271
	Iteration 26Q: 3 clusters Score -5101473 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -5101698.500000 Penalty: 1030.952271
	Iteration 27Q: 3 clusters Score -5101698 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -5101916.000000 Penalty: 1030.952271
	Iteration 28Q: 3 clusters Score -5101916 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -5102117.000000 Penalty: 1030.952271
	Iteration 29Q: 3 clusters Score -5102117 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -5102292.000000 Penalty: 1030.952271
	Iteration 30Q: 3 clusters Score -5102292 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -5102469.000000 Penalty: 1030.952271
	Iteration 31Q: 3 clusters Score -5102469 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -5102625.500000 Penalty: 1030.952271
	Iteration 32Q: 3 clusters Score -5102626 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -5102776.500000 Penalty: 1030.952271
	Iteration 33Q: 3 clusters Score -5102776 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -5102857.500000 Penalty: 1030.952271
	Iteration 34Q: 3 clusters Score -5102858 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -5102959.500000 Penalty: 1030.952271
	Iteration 35Q: 3 clusters Score -5102960 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -5103015.000000 Penalty: 1030.952271
	Iteration 36Q: 3 clusters Score -5103015 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -5103069.000000 Penalty: 1030.952271
	Iteration 37Q: 3 clusters Score -5103069 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -5103096.500000 Penalty: 1030.952271
	Iteration 38Q: 3 clusters Score -5103096 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -5103148.000000 Penalty: 1030.952271
	Iteration 39Q: 3 clusters Score -5103148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -5103203.000000 Penalty: 1030.952271
	Iteration 40F: 3 clusters Score -5103203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -5103227.500000 Penalty: 1030.952271
	Iteration 41Q: 3 clusters Score -5103228 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -5103260.000000 Penalty: 1030.952271
	Iteration 42Q: 3 clusters Score -5103260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -5103293.500000 Penalty: 1030.952271
	Iteration 43Q: 3 clusters Score -5103294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -5103302.000000 Penalty: 1030.952271
	Iteration 44Q: 3 clusters Score -5103302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -5103331.500000 Penalty: 1030.952271
	Iteration 45Q: 3 clusters Score -5103332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -5103348.000000 Penalty: 1030.952271
	Iteration 46Q: 3 clusters Score -5103348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -5103360.000000 Penalty: 1030.952271
	Iteration 47Q: 3 clusters Score -5103360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -5103358.500000 Penalty: 1030.952271
	Iteration 48Q: 3 clusters Score -5103358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -5103363.000000 Penalty: 1030.952271
	Iteration 49Q: 3 clusters Score -5103363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -5103366.500000 Penalty: 1030.952271
	Iteration 50Q: 3 clusters Score -5103366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -5103366.500000 Penalty: 1030.952271
	Iteration 51Q: 3 clusters Score -5103366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 82677 members 
Entering Unmasked Estep 
Score: -5103361.000000 Penalty: 1030.952271
	Iteration 52Q: 3 clusters Score -5103361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -5103360.000000 Penalty: 1030.952271
	Iteration 53Q: 3 clusters Score -5103360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -5103362.500000 Penalty: 1030.952271
	Iteration 54Q: 3 clusters Score -5103362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -5103356.000000 Penalty: 1030.952271
	Iteration 55Q: 3 clusters Score -5103356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -5103360.000000 Penalty: 1030.952271
	Iteration 56Q: 3 clusters Score -5103360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -5103375.500000 Penalty: 1030.952271
	Iteration 57Q: 3 clusters Score -5103376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -5103378.000000 Penalty: 1030.952271
	Iteration 58Q: 3 clusters Score -5103378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -5103387.500000 Penalty: 1030.952271
	Iteration 59Q: 3 clusters Score -5103388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -5103393.500000 Penalty: 1030.952271
	Iteration 60F: 3 clusters Score -5103394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -5103395.000000 Penalty: 1030.952271
	Iteration 61Q: 3 clusters Score -5103395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -5103392.000000 Penalty: 1030.952271
	Iteration 62Q: 3 clusters Score -5103392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -5103392.000000 Penalty: 1030.952271
	Iteration 63F: 3 clusters Score -5103392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Entering Unmasked Estep 
Score: -4985581.000000 Penalty: 513.953308
	Iteration 0F: 2 clusters Score -4985581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4931417.000000 Penalty: 1027.906616
	Iteration 0F: 3 clusters Score -4931417 nChanged 39128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -4955543.000000 Penalty: 1027.906616
	Iteration 1F: 3 clusters Score -4955543 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -4957588.500000 Penalty: 1027.906616
	Iteration 2Q: 3 clusters Score -4957588 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -4961171.000000 Penalty: 1027.906616
	Iteration 3F: 3 clusters Score -4961171 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -4966526.500000 Penalty: 1027.906616
	Iteration 4F: 3 clusters Score -4966526 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -4972215.500000 Penalty: 1027.906616
	Iteration 5F: 3 clusters Score -4972216 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -4976445.500000 Penalty: 1027.906616
	Iteration 6F: 3 clusters Score -4976446 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -4978995.500000 Penalty: 1027.906616
	Iteration 7Q: 3 clusters Score -4978996 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -4980529.000000 Penalty: 1027.906616
	Iteration 8Q: 3 clusters Score -4980529 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -4981608.500000 Penalty: 1027.906616
	Iteration 9Q: 3 clusters Score -4981608 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -4982528.500000 Penalty: 1027.906616
	Iteration 10Q: 3 clusters Score -4982528 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -4983326.000000 Penalty: 1027.906616
	Iteration 11Q: 3 clusters Score -4983326 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -4983887.000000 Penalty: 1027.906616
	Iteration 12Q: 3 clusters Score -4983887 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 78382 members 
Entering Unmasked Estep 
Score: -4984252.000000 Penalty: 1027.906616
	Iteration 13Q: 3 clusters Score -4984252 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -4984481.500000 Penalty: 1027.906616
	Iteration 14Q: 3 clusters Score -4984482 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -4984664.500000 Penalty: 1027.906616
	Iteration 15Q: 3 clusters Score -4984664 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -4984787.500000 Penalty: 1027.906616
	Iteration 16Q: 3 clusters Score -4984788 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -4984893.000000 Penalty: 1027.906616
	Iteration 17Q: 3 clusters Score -4984893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -4984957.500000 Penalty: 1027.906616
	Iteration 18Q: 3 clusters Score -4984958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -4985022.500000 Penalty: 1027.906616
	Iteration 19Q: 3 clusters Score -4985022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -4985048.500000 Penalty: 1027.906616
	Iteration 20F: 3 clusters Score -4985048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -4985082.000000 Penalty: 1027.906616
	Iteration 21Q: 3 clusters Score -4985082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -4985097.000000 Penalty: 1027.906616
	Iteration 22Q: 3 clusters Score -4985097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -4985102.500000 Penalty: 1027.906616
	Iteration 23Q: 3 clusters Score -4985102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -4985110.000000 Penalty: 1027.906616
	Iteration 24Q: 3 clusters Score -4985110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -4985121.500000 Penalty: 1027.906616
	Iteration 25Q: 3 clusters Score -4985122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -4985123.500000 Penalty: 1027.906616
	Iteration 26Q: 3 clusters Score -4985124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -4985120.500000 Penalty: 1027.906616
	Iteration 27Q: 3 clusters Score -4985120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -4985124.500000 Penalty: 1027.906616
	Iteration 28Q: 3 clusters Score -4985124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -4985125.500000 Penalty: 1027.906616
	Iteration 29Q: 3 clusters Score -4985126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -4985127.000000 Penalty: 1027.906616
	Iteration 30Q: 3 clusters Score -4985127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -4985127.500000 Penalty: 1027.906616
	Iteration 31Q: 3 clusters Score -4985128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -4985128.000000 Penalty: 1027.906616
	Iteration 32Q: 3 clusters Score -4985128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -4985130.000000 Penalty: 1027.906616
	Iteration 33Q: 3 clusters Score -4985130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -4985127.500000 Penalty: 1027.906616
	Iteration 34Q: 3 clusters Score -4985128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -4985129.000000 Penalty: 1027.906616
	Iteration 35Q: 3 clusters Score -4985129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -4985132.500000 Penalty: 1027.906616
	Iteration 36Q: 3 clusters Score -4985132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -4985133.500000 Penalty: 1027.906616
	Iteration 37Q: 3 clusters Score -4985134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -4985139.000000 Penalty: 1027.906616
	Iteration 38Q: 3 clusters Score -4985139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -4985144.000000 Penalty: 1027.906616
	Iteration 39Q: 3 clusters Score -4985144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -4985144.000000 Penalty: 1027.906616
	Iteration 40F: 3 clusters Score -4985144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -4985143.500000 Penalty: 1027.906616
	Iteration 41Q: 3 clusters Score -4985144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -4985150.000000 Penalty: 1027.906616
	Iteration 42Q: 3 clusters Score -4985150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -4985150.500000 Penalty: 1027.906616
	Iteration 43Q: 3 clusters Score -4985150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -4985150.000000 Penalty: 1027.906616
	Iteration 44Q: 3 clusters Score -4985150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -4985150.500000 Penalty: 1027.906616
	Iteration 45Q: 3 clusters Score -4985150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -4985154.500000 Penalty: 1027.906616
	Iteration 46Q: 3 clusters Score -4985154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -4985158.500000 Penalty: 1027.906616
	Iteration 47Q: 3 clusters Score -4985158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -4985160.500000 Penalty: 1027.906616
	Iteration 48Q: 3 clusters Score -4985160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -4985161.000000 Penalty: 1027.906616
	Iteration 49Q: 3 clusters Score -4985161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -4985158.500000 Penalty: 1027.906616
	Iteration 50Q: 3 clusters Score -4985158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -4985158.500000 Penalty: 1027.906616
	Iteration 51F: 3 clusters Score -4985158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23024.361328 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23024.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22598.109375 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22598.11 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22824.068359 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22824.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22941.390625 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22941.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23019.796875 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23019.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23066.101562 Penalty: 547.248108
	Iteration 4F: 3 clusters Score -23066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23077.396484 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23110.804688 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23136.832031 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23136.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23179.416016 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23179.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23184.626953 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23184.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23185.406250 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23185.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23188.490234 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23188.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23189.525391 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23189.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23189.525391 Penalty: 547.248108
	Iteration 13F: 3 clusters Score -23189.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 145 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290044.000000 Penalty: 37422.929688
Splitting cluster 8 changes total score from -53290504.000000 to -53290044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (82622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Entering Unmasked Estep 
Score: -5088981.500000 Penalty: 515.152405
	Iteration 0F: 2 clusters Score -5088982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5033297.000000 Penalty: 1030.304810
	Iteration 0F: 3 clusters Score -5033297 nChanged 40270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5058871.000000 Penalty: 1030.304810
	Iteration 1F: 3 clusters Score -5058871 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -5061426.000000 Penalty: 1030.304810
	Iteration 2F: 3 clusters Score -5061426 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5065943.000000 Penalty: 1030.304810
	Iteration 3F: 3 clusters Score -5065943 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5072234.500000 Penalty: 1030.304810
	Iteration 4F: 3 clusters Score -5072234 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -5077477.000000 Penalty: 1030.304810
	Iteration 5F: 3 clusters Score -5077477 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -5080025.500000 Penalty: 1030.304810
	Iteration 6F: 3 clusters Score -5080026 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5081075.000000 Penalty: 1030.304810
	Iteration 7Q: 3 clusters Score -5081075 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -5081806.000000 Penalty: 1030.304810
	Iteration 8Q: 3 clusters Score -5081806 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5082463.500000 Penalty: 1030.304810
	Iteration 9Q: 3 clusters Score -5082464 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5083051.000000 Penalty: 1030.304810
	Iteration 10Q: 3 clusters Score -5083051 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5083626.000000 Penalty: 1030.304810
	Iteration 11Q: 3 clusters Score -5083626 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5084116.500000 Penalty: 1030.304810
	Iteration 12Q: 3 clusters Score -5084116 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5084482.500000 Penalty: 1030.304810
	Iteration 13Q: 3 clusters Score -5084482 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5084798 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5085041 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5085251 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5085436 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5085562 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5085632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5085698 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5085768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5085802 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5085854 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5085892 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5085928 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5085953.500000 Penalty: 1030.304810
	Iteration 26Q: 3 clusters Score -5085954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5086000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5086041 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5086067 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5086092 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5086137.500000 Penalty: 1030.304810
	Iteration 31Q: 3 clusters Score -5086138 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5086145 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5086164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5086195 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5086220 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5086250 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5086289 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5086304 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5086335 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5086372 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5086415 nChanged 173
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Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5086446 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5086490 nChanged 148
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Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5086501 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5086510 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5086543 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5086542 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5086568 nChanged 118
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Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5086598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5086610 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5086628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5086662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5086672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5086691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5086680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5086706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5086715 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5086737 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5086744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5086766 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5086796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5086808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5086830 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5086841 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5086861 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5086882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5086931 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5086972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5087013 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5087051 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5087082 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5087097 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5087111.500000 Penalty: 1030.304810
	Iteration 73Q: 3 clusters Score -5087112 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5087146 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5087176 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5087206 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5087233 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5087264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5087270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5087285 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5087288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5087304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5087319 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5087330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5087348 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5087358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5087367 nChanged 84
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Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5087392 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -5087421.500000 Penalty: 1030.304810
	Iteration 89Q: 3 clusters Score -5087422 nChanged 84
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Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5087436 nChanged 88
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Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5087445 nChanged 71
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Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5087455 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5087472 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5087484 nChanged 84
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Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5087502 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5087505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5087524 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5087534.500000 Penalty: 1030.304810
	Iteration 98Q: 3 clusters Score -5087534 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5087538 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5087554 nChanged 73
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Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -5087560.500000 Penalty: 1030.304810
	Iteration 101Q: 3 clusters Score -5087560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5087575.000000 Penalty: 1030.304810
	Iteration 102Q: 3 clusters Score -5087575 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -5087570.500000 Penalty: 1030.304810
	Iteration 103Q: 3 clusters Score -5087570 nChanged 63
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Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5087583.500000 Penalty: 1030.304810
	Iteration 104Q: 3 clusters Score -5087584 nChanged 57
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Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5087594.500000 Penalty: 1030.304810
	Iteration 105Q: 3 clusters Score -5087594 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5087603.500000 Penalty: 1030.304810
	Iteration 106Q: 3 clusters Score -5087604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -5087601.500000 Penalty: 1030.304810
	Iteration 107Q: 3 clusters Score -5087602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -5087625.500000 Penalty: 1030.304810
	Iteration 108Q: 3 clusters Score -5087626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -5087637.000000 Penalty: 1030.304810
	Iteration 109Q: 3 clusters Score -5087637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5087645.000000 Penalty: 1030.304810
	Iteration 110Q: 3 clusters Score -5087645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -5087652.000000 Penalty: 1030.304810
	Iteration 111Q: 3 clusters Score -5087652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5087652.000000 Penalty: 1030.304810
	Iteration 112Q: 3 clusters Score -5087652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5087653.500000 Penalty: 1030.304810
	Iteration 113Q: 3 clusters Score -5087654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5087651.000000 Penalty: 1030.304810
	Iteration 114Q: 3 clusters Score -5087651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5087654.000000 Penalty: 1030.304810
	Iteration 115Q: 3 clusters Score -5087654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -5087660.000000 Penalty: 1030.304810
	Iteration 116Q: 3 clusters Score -5087660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5087663.000000 Penalty: 1030.304810
	Iteration 117Q: 3 clusters Score -5087663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -5087673.500000 Penalty: 1030.304810
	Iteration 118Q: 3 clusters Score -5087674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -5087677.500000 Penalty: 1030.304810
	Iteration 119Q: 3 clusters Score -5087678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5087685.000000 Penalty: 1030.304810
	Iteration 120F: 3 clusters Score -5087685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5087690.000000 Penalty: 1030.304810
	Iteration 121Q: 3 clusters Score -5087690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -5087703.000000 Penalty: 1030.304810
	Iteration 122Q: 3 clusters Score -5087703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5087709.000000 Penalty: 1030.304810
	Iteration 123Q: 3 clusters Score -5087709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5087704.500000 Penalty: 1030.304810
	Iteration 124Q: 3 clusters Score -5087704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5087707.000000 Penalty: 1030.304810
	Iteration 125Q: 3 clusters Score -5087707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5087714.000000 Penalty: 1030.304810
	Iteration 126Q: 3 clusters Score -5087714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5087715.500000 Penalty: 1030.304810
	Iteration 127Q: 3 clusters Score -5087716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5087718.500000 Penalty: 1030.304810
	Iteration 128Q: 3 clusters Score -5087718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5087720.000000 Penalty: 1030.304810
	Iteration 129Q: 3 clusters Score -5087720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5087726.500000 Penalty: 1030.304810
	Iteration 130Q: 3 clusters Score -5087726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5087732.500000 Penalty: 1030.304810
	Iteration 131Q: 3 clusters Score -5087732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -5087729.500000 Penalty: 1030.304810
	Iteration 132Q: 3 clusters Score -5087730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -5087744.500000 Penalty: 1030.304810
	Iteration 133Q: 3 clusters Score -5087744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5087749.500000 Penalty: 1030.304810
	Iteration 134Q: 3 clusters Score -5087750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5087749.500000 Penalty: 1030.304810
	Iteration 135Q: 3 clusters Score -5087750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -5087754.500000 Penalty: 1030.304810
	Iteration 136Q: 3 clusters Score -5087754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -5087750.000000 Penalty: 1030.304810
	Iteration 137Q: 3 clusters Score -5087750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5087756.000000 Penalty: 1030.304810
	Iteration 138Q: 3 clusters Score -5087756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5087756.500000 Penalty: 1030.304810
	Iteration 139Q: 3 clusters Score -5087756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5087765.000000 Penalty: 1030.304810
	Iteration 140F: 3 clusters Score -5087765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -5087774.500000 Penalty: 1030.304810
	Iteration 141Q: 3 clusters Score -5087774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5087769.000000 Penalty: 1030.304810
	Iteration 142Q: 3 clusters Score -5087769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5087777.000000 Penalty: 1030.304810
	Iteration 143Q: 3 clusters Score -5087777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5087788.000000 Penalty: 1030.304810
	Iteration 144Q: 3 clusters Score -5087788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5087790.000000 Penalty: 1030.304810
	Iteration 145Q: 3 clusters Score -5087790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5087804.000000 Penalty: 1030.304810
	Iteration 146Q: 3 clusters Score -5087804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5087820.000000 Penalty: 1030.304810
	Iteration 147Q: 3 clusters Score -5087820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -5087828.500000 Penalty: 1030.304810
	Iteration 148Q: 3 clusters Score -5087828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5087829.500000 Penalty: 1030.304810
	Iteration 149Q: 3 clusters Score -5087830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -5087840.500000 Penalty: 1030.304810
	Iteration 150Q: 3 clusters Score -5087840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5087842.000000 Penalty: 1030.304810
	Iteration 151Q: 3 clusters Score -5087842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5087839.000000 Penalty: 1030.304810
	Iteration 152Q: 3 clusters Score -5087839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -5087846.000000 Penalty: 1030.304810
	Iteration 153Q: 3 clusters Score -5087846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -5087846.500000 Penalty: 1030.304810
	Iteration 154Q: 3 clusters Score -5087846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -5087841.500000 Penalty: 1030.304810
	Iteration 155Q: 3 clusters Score -5087842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -5087842.000000 Penalty: 1030.304810
	Iteration 156Q: 3 clusters Score -5087842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5087851.000000 Penalty: 1030.304810
	Iteration 157Q: 3 clusters Score -5087851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -5087850.500000 Penalty: 1030.304810
	Iteration 158Q: 3 clusters Score -5087850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5087853.000000 Penalty: 1030.304810
	Iteration 159Q: 3 clusters Score -5087853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5087852.500000 Penalty: 1030.304810
	Iteration 160F: 3 clusters Score -5087852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5087853.000000 Penalty: 1030.304810
	Iteration 161Q: 3 clusters Score -5087853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -5087855.500000 Penalty: 1030.304810
	Iteration 162Q: 3 clusters Score -5087856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5087852.500000 Penalty: 1030.304810
	Iteration 163Q: 3 clusters Score -5087852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5087853.500000 Penalty: 1030.304810
	Iteration 164Q: 3 clusters Score -5087854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5087863.500000 Penalty: 1030.304810
	Iteration 165Q: 3 clusters Score -5087864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5087863.500000 Penalty: 1030.304810
	Iteration 166Q: 3 clusters Score -5087864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5087868.500000 Penalty: 1030.304810
	Iteration 167Q: 3 clusters Score -5087868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -5087866.500000 Penalty: 1030.304810
	Iteration 168Q: 3 clusters Score -5087866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5087861.500000 Penalty: 1030.304810
	Iteration 169Q: 3 clusters Score -5087862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -5087867.500000 Penalty: 1030.304810
	Iteration 170Q: 3 clusters Score -5087868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5087868.000000 Penalty: 1030.304810
	Iteration 171Q: 3 clusters Score -5087868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5087868.000000 Penalty: 1030.304810
	Iteration 172F: 3 clusters Score -5087868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 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 434 members 
Entering Unmasked Estep 
Score: -55617.035156 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55617.04 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -55935.785156 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -55935.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56082.789062 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -56082.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56176.343750 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -56176.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56255.441406 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -56255.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56292.687500 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -56292.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56301.066406 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -56301.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56307.609375 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56307.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56310.652344 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56310.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56312.398438 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56314.128906 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -56314.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56315.542969 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -56315.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56316.835938 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -56316.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56317.382812 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -56317.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56317.382812 Penalty: 618.612549
	Iteration 14F: 3 clusters Score -56317.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Entering Unmasked Estep 
Score: -5514875.500000 Penalty: 518.097595
	Iteration 0F: 2 clusters Score -5514876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5458542.500000 Penalty: 1036.195190
	Iteration 0F: 3 clusters Score -5458542 nChanged 43159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5484546.000000 Penalty: 1036.195190
	Iteration 1F: 3 clusters Score -5484546 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5485543.500000 Penalty: 1036.195190
	Iteration 2Q: 3 clusters Score -5485544 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5487244.500000 Penalty: 1036.195190
	Iteration 3Q: 3 clusters Score -5487244 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5490129.000000 Penalty: 1036.195190
	Iteration 4F: 3 clusters Score -5490129 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5494991.500000 Penalty: 1036.195190
	Iteration 5F: 3 clusters Score -5494992 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5501309.000000 Penalty: 1036.195190
	Iteration 6F: 3 clusters Score -5501309 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5506958.000000 Penalty: 1036.195190
	Iteration 7F: 3 clusters Score -5506958 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -5510372.500000 Penalty: 1036.195190
	Iteration 8Q: 3 clusters Score -5510372 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5512122.000000 Penalty: 1036.195190
	Iteration 9Q: 3 clusters Score -5512122 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5513076.000000 Penalty: 1036.195190
	Iteration 10Q: 3 clusters Score -5513076 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -5513729.000000 Penalty: 1036.195190
	Iteration 11Q: 3 clusters Score -5513729 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5514096.500000 Penalty: 1036.195190
	Iteration 12Q: 3 clusters Score -5514096 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5514339.000000 Penalty: 1036.195190
	Iteration 13Q: 3 clusters Score -5514339 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5514467.000000 Penalty: 1036.195190
	Iteration 14Q: 3 clusters Score -5514467 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5514584.000000 Penalty: 1036.195190
	Iteration 15Q: 3 clusters Score -5514584 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5514565.000000 Penalty: 1036.195190
	Iteration 16Q: 3 clusters Score -5514565 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5514566.000000 Penalty: 1036.195190
	Iteration 17Q: 3 clusters Score -5514566 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5514616.000000 Penalty: 1036.195190
	Iteration 18Q: 3 clusters Score -5514616 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5514633.000000 Penalty: 1036.195190
	Iteration 19Q: 3 clusters Score -5514633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5514620.000000 Penalty: 1036.195190
	Iteration 20F: 3 clusters Score -5514620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5514634.500000 Penalty: 1036.195190
	Iteration 21Q: 3 clusters Score -5514634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5514646.000000 Penalty: 1036.195190
	Iteration 22Q: 3 clusters Score -5514646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5514651.000000 Penalty: 1036.195190
	Iteration 23Q: 3 clusters Score -5514651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5514651.500000 Penalty: 1036.195190
	Iteration 24Q: 3 clusters Score -5514652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5514645.500000 Penalty: 1036.195190
	Iteration 25Q: 3 clusters Score -5514646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5514648.500000 Penalty: 1036.195190
	Iteration 26Q: 3 clusters Score -5514648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5514650.000000 Penalty: 1036.195190
	Iteration 27Q: 3 clusters Score -5514650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5514645.000000 Penalty: 1036.195190
	Iteration 28Q: 3 clusters Score -5514645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5514644.500000 Penalty: 1036.195190
	Iteration 29Q: 3 clusters Score -5514644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5514644.000000 Penalty: 1036.195190
	Iteration 30Q: 3 clusters Score -5514644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5514645.000000 Penalty: 1036.195190
	Iteration 31Q: 3 clusters Score -5514645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5514643.000000 Penalty: 1036.195190
	Iteration 32Q: 3 clusters Score -5514643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5514647.500000 Penalty: 1036.195190
	Iteration 33Q: 3 clusters Score -5514648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5514650.000000 Penalty: 1036.195190
	Iteration 34Q: 3 clusters Score -5514650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5514648.500000 Penalty: 1036.195190
	Iteration 35Q: 3 clusters Score -5514648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5514650.000000 Penalty: 1036.195190
	Iteration 36Q: 3 clusters Score -5514650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5514646.500000 Penalty: 1036.195190
	Iteration 37Q: 3 clusters Score -5514646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5514648.500000 Penalty: 1036.195190
	Iteration 38Q: 3 clusters Score -5514648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5514649.500000 Penalty: 1036.195190
	Iteration 39Q: 3 clusters Score -5514650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5514649.500000 Penalty: 1036.195190
	Iteration 40F: 3 clusters Score -5514650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5514649.000000 Penalty: 1036.195190
	Iteration 41Q: 3 clusters Score -5514649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5514649.500000 Penalty: 1036.195190
	Iteration 42Q: 3 clusters Score -5514650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5514652.000000 Penalty: 1036.195190
	Iteration 43Q: 3 clusters Score -5514652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5514652.000000 Penalty: 1036.195190
	Iteration 44F: 3 clusters Score -5514652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -102218.007812 Penalty: 339.110687
	Iteration 0F: 2 clusters Score -102218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -100997.750000 Penalty: 678.221375
	Iteration 0F: 3 clusters Score -100997.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -101524.523438 Penalty: 678.221375
	Iteration 1F: 3 clusters Score -101524.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -101713.562500 Penalty: 678.221375
	Iteration 2F: 3 clusters Score -101713.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101866.437500 Penalty: 678.221375
	Iteration 3F: 3 clusters Score -101866.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101980.804688 Penalty: 678.221375
	Iteration 4F: 3 clusters Score -101980.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102071.921875 Penalty: 678.221375
	Iteration 5F: 3 clusters Score -102071.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102130.062500 Penalty: 678.221375
	Iteration 6Q: 3 clusters Score -102130.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102162.312500 Penalty: 678.221375
	Iteration 7Q: 3 clusters Score -102162.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102181.164062 Penalty: 678.221375
	Iteration 8Q: 3 clusters Score -102181.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102189.242188 Penalty: 678.221375
	Iteration 9Q: 3 clusters Score -102189.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102195.906250 Penalty: 678.221375
	Iteration 10Q: 3 clusters Score -102195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102199.562500 Penalty: 678.221375
	Iteration 11Q: 3 clusters Score -102199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -102201.929688 Penalty: 678.221375
	Iteration 12Q: 3 clusters Score -102201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102203.593750 Penalty: 678.221375
	Iteration 13Q: 3 clusters Score -102203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -102204.328125 Penalty: 678.221375
	Iteration 14Q: 3 clusters Score -102204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102204.992188 Penalty: 678.221375
	Iteration 15Q: 3 clusters Score -102205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102205.812500 Penalty: 678.221375
	Iteration 16Q: 3 clusters Score -102205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102206.492188 Penalty: 678.221375
	Iteration 17Q: 3 clusters Score -102206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -102207.007812 Penalty: 678.221375
	Iteration 18Q: 3 clusters Score -102207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102207.179688 Penalty: 678.221375
	Iteration 19Q: 3 clusters Score -102207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102207.414062 Penalty: 678.221375
	Iteration 20F: 3 clusters Score -102207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Entering Unmasked Estep 
Score: -5322941.500000 Penalty: 516.530701
	Iteration 0F: 2 clusters Score -5322942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5267203.500000 Penalty: 1033.061401
	Iteration 0F: 3 clusters Score -5267204 nChanged 41850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -5293727.500000 Penalty: 1033.061401
	Iteration 1F: 3 clusters Score -5293728 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5295576.500000 Penalty: 1033.061401
	Iteration 2Q: 3 clusters Score -5295576 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5298897.000000 Penalty: 1033.061401
	Iteration 3F: 3 clusters Score -5298897 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -5303790.500000 Penalty: 1033.061401
	Iteration 4F: 3 clusters Score -5303790 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5308711.500000 Penalty: 1033.061401
	Iteration 5F: 3 clusters Score -5308712 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5311988.000000 Penalty: 1033.061401
	Iteration 6F: 3 clusters Score -5311988 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5313385.500000 Penalty: 1033.061401
	Iteration 7Q: 3 clusters Score -5313386 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5313943.500000 Penalty: 1033.061401
	Iteration 8Q: 3 clusters Score -5313944 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5314304.500000 Penalty: 1033.061401
	Iteration 9Q: 3 clusters Score -5314304 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5314655.500000 Penalty: 1033.061401
	Iteration 10Q: 3 clusters Score -5314656 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5315019.000000 Penalty: 1033.061401
	Iteration 11Q: 3 clusters Score -5315019 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5315454.000000 Penalty: 1033.061401
	Iteration 12Q: 3 clusters Score -5315454 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5315921.000000 Penalty: 1033.061401
	Iteration 13Q: 3 clusters Score -5315921 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5316416.000000 Penalty: 1033.061401
	Iteration 14Q: 3 clusters Score -5316416 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5316953.000000 Penalty: 1033.061401
	Iteration 15Q: 3 clusters Score -5316953 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -5317566.000000 Penalty: 1033.061401
	Iteration 16Q: 3 clusters Score -5317566 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5318164.500000 Penalty: 1033.061401
	Iteration 17Q: 3 clusters Score -5318164 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5318807.000000 Penalty: 1033.061401
	Iteration 18Q: 3 clusters Score -5318807 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -5319508.500000 Penalty: 1033.061401
	Iteration 19Q: 3 clusters Score -5319508 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -5320173.500000 Penalty: 1033.061401
	Iteration 20F: 3 clusters Score -5320174 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5320764.000000 Penalty: 1033.061401
	Iteration 21Q: 3 clusters Score -5320764 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5321261.500000 Penalty: 1033.061401
	Iteration 22Q: 3 clusters Score -5321262 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5321691.000000 Penalty: 1033.061401
	Iteration 23Q: 3 clusters Score -5321691 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5321978.000000 Penalty: 1033.061401
	Iteration 24Q: 3 clusters Score -5321978 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5322189.500000 Penalty: 1033.061401
	Iteration 25Q: 3 clusters Score -5322190 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5322316.500000 Penalty: 1033.061401
	Iteration 26Q: 3 clusters Score -5322316 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5322414.500000 Penalty: 1033.061401
	Iteration 27Q: 3 clusters Score -5322414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5322469.500000 Penalty: 1033.061401
	Iteration 28Q: 3 clusters Score -5322470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5322462.500000 Penalty: 1033.061401
	Iteration 29Q: 3 clusters Score -5322462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5322468.000000 Penalty: 1033.061401
	Iteration 30Q: 3 clusters Score -5322468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5322493.500000 Penalty: 1033.061401
	Iteration 31Q: 3 clusters Score -5322494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5322498.000000 Penalty: 1033.061401
	Iteration 32Q: 3 clusters Score -5322498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5322495.000000 Penalty: 1033.061401
	Iteration 33Q: 3 clusters Score -5322495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5322508.500000 Penalty: 1033.061401
	Iteration 34Q: 3 clusters Score -5322508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5322514.000000 Penalty: 1033.061401
	Iteration 35Q: 3 clusters Score -5322514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5322529.000000 Penalty: 1033.061401
	Iteration 36Q: 3 clusters Score -5322529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5322535.500000 Penalty: 1033.061401
	Iteration 37Q: 3 clusters Score -5322536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5322545.000000 Penalty: 1033.061401
	Iteration 38Q: 3 clusters Score -5322545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5322551.500000 Penalty: 1033.061401
	Iteration 39Q: 3 clusters Score -5322552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5322548.500000 Penalty: 1033.061401
	Iteration 40F: 3 clusters Score -5322548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5322551.500000 Penalty: 1033.061401
	Iteration 41Q: 3 clusters Score -5322552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5322545.500000 Penalty: 1033.061401
	Iteration 42Q: 3 clusters Score -5322546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5322546.500000 Penalty: 1033.061401
	Iteration 43Q: 3 clusters Score -5322546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5322546.500000 Penalty: 1033.061401
	Iteration 44Q: 3 clusters Score -5322546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5322549.500000 Penalty: 1033.061401
	Iteration 45Q: 3 clusters Score -5322550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5322549.500000 Penalty: 1033.061401
	Iteration 46F: 3 clusters Score -5322550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Entering Unmasked Estep 
Score: -5295132.500000 Penalty: 516.257935
	Iteration 0F: 2 clusters Score -5295132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5238272.500000 Penalty: 1032.515869
	Iteration 0F: 3 clusters Score -5238272 nChanged 41566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5262629.500000 Penalty: 1032.515869
	Iteration 1F: 3 clusters Score -5262630 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5263124.500000 Penalty: 1032.515869
	Iteration 2Q: 3 clusters Score -5263124 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5263711.000000 Penalty: 1032.515869
	Iteration 3Q: 3 clusters Score -5263711 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5264594.500000 Penalty: 1032.515869
	Iteration 4Q: 3 clusters Score -5264594 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5266173.500000 Penalty: 1032.515869
	Iteration 5Q: 3 clusters Score -5266174 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5269006.500000 Penalty: 1032.515869
	Iteration 6F: 3 clusters Score -5269006 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -5273757.000000 Penalty: 1032.515869
	Iteration 7F: 3 clusters Score -5273757 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5278731.000000 Penalty: 1032.515869
	Iteration 8F: 3 clusters Score -5278731 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5281077.000000 Penalty: 1032.515869
	Iteration 9F: 3 clusters Score -5281077 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5281837.500000 Penalty: 1032.515869
	Iteration 10Q: 3 clusters Score -5281838 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5282301.500000 Penalty: 1032.515869
	Iteration 11Q: 3 clusters Score -5282302 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -5282693.000000 Penalty: 1032.515869
	Iteration 12Q: 3 clusters Score -5282693 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5282985.000000 Penalty: 1032.515869
	Iteration 13Q: 3 clusters Score -5282985 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -5283272.000000 Penalty: 1032.515869
	Iteration 14Q: 3 clusters Score -5283272 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -5283547.000000 Penalty: 1032.515869
	Iteration 15Q: 3 clusters Score -5283547 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -5283816.500000 Penalty: 1032.515869
	Iteration 16Q: 3 clusters Score -5283816 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -5284096.000000 Penalty: 1032.515869
	Iteration 17Q: 3 clusters Score -5284096 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -5284348.000000 Penalty: 1032.515869
	Iteration 18Q: 3 clusters Score -5284348 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -5284680.000000 Penalty: 1032.515869
	Iteration 19Q: 3 clusters Score -5284680 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -5284975.000000 Penalty: 1032.515869
	Iteration 20F: 3 clusters Score -5284975 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -5285344.500000 Penalty: 1032.515869
	Iteration 21Q: 3 clusters Score -5285344 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -5285766.000000 Penalty: 1032.515869
	Iteration 22Q: 3 clusters Score -5285766 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -5286171.000000 Penalty: 1032.515869
	Iteration 23Q: 3 clusters Score -5286171 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -5286575.500000 Penalty: 1032.515869
	Iteration 24Q: 3 clusters Score -5286576 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5287049.000000 Penalty: 1032.515869
	Iteration 25Q: 3 clusters Score -5287049 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -5287490.000000 Penalty: 1032.515869
	Iteration 26Q: 3 clusters Score -5287490 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -5288014.000000 Penalty: 1032.515869
	Iteration 27Q: 3 clusters Score -5288014 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -5288500.000000 Penalty: 1032.515869
	Iteration 28Q: 3 clusters Score -5288500 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -5288987.500000 Penalty: 1032.515869
	Iteration 29Q: 3 clusters Score -5288988 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -5289417.000000 Penalty: 1032.515869
	Iteration 30Q: 3 clusters Score -5289417 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -5289819.500000 Penalty: 1032.515869
	Iteration 31Q: 3 clusters Score -5289820 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -5290068.000000 Penalty: 1032.515869
	Iteration 32Q: 3 clusters Score -5290068 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -5290308.500000 Penalty: 1032.515869
	Iteration 33Q: 3 clusters Score -5290308 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -5290517.000000 Penalty: 1032.515869
	Iteration 34Q: 3 clusters Score -5290517 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -5290628.500000 Penalty: 1032.515869
	Iteration 35Q: 3 clusters Score -5290628 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -5290789.000000 Penalty: 1032.515869
	Iteration 36Q: 3 clusters Score -5290789 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -5290853.500000 Penalty: 1032.515869
	Iteration 37Q: 3 clusters Score -5290854 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -5290924.000000 Penalty: 1032.515869
	Iteration 38Q: 3 clusters Score -5290924 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -5290985.500000 Penalty: 1032.515869
	Iteration 39Q: 3 clusters Score -5290986 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -5291072.000000 Penalty: 1032.515869
	Iteration 40F: 3 clusters Score -5291072 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -5291170.500000 Penalty: 1032.515869
	Iteration 41Q: 3 clusters Score -5291170 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -5291262.000000 Penalty: 1032.515869
	Iteration 42Q: 3 clusters Score -5291262 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -5291284.500000 Penalty: 1032.515869
	Iteration 43Q: 3 clusters Score -5291284 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -5291354.000000 Penalty: 1032.515869
	Iteration 44Q: 3 clusters Score -5291354 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -5291404.000000 Penalty: 1032.515869
	Iteration 45Q: 3 clusters Score -5291404 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -5291462.500000 Penalty: 1032.515869
	Iteration 46Q: 3 clusters Score -5291462 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -5291465.500000 Penalty: 1032.515869
	Iteration 47Q: 3 clusters Score -5291466 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -5291608.500000 Penalty: 1032.515869
	Iteration 48Q: 3 clusters Score -5291608 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -5291964.500000 Penalty: 1032.515869
	Iteration 49Q: 3 clusters Score -5291964 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -5292242.500000 Penalty: 1032.515869
	Iteration 50Q: 3 clusters Score -5292242 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -5292499.500000 Penalty: 1032.515869
	Iteration 51Q: 3 clusters Score -5292500 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -5292700.000000 Penalty: 1032.515869
	Iteration 52Q: 3 clusters Score -5292700 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -5292930.500000 Penalty: 1032.515869
	Iteration 53Q: 3 clusters Score -5292930 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -5293103.000000 Penalty: 1032.515869
	Iteration 54Q: 3 clusters Score -5293103 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -5293264.500000 Penalty: 1032.515869
	Iteration 55Q: 3 clusters Score -5293264 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -5293398.500000 Penalty: 1032.515869
	Iteration 56Q: 3 clusters Score -5293398 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -5293494.000000 Penalty: 1032.515869
	Iteration 57Q: 3 clusters Score -5293494 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -5293609.500000 Penalty: 1032.515869
	Iteration 58Q: 3 clusters Score -5293610 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 78799 members 
Entering Unmasked Estep 
Score: -5293725.000000 Penalty: 1032.515869
	Iteration 59Q: 3 clusters Score -5293725 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -5293849.000000 Penalty: 1032.515869
	Iteration 60F: 3 clusters Score -5293849 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -5293922.000000 Penalty: 1032.515869
	Iteration 61Q: 3 clusters Score -5293922 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -5294002.000000 Penalty: 1032.515869
	Iteration 62Q: 3 clusters Score -5294002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -5294073.500000 Penalty: 1032.515869
	Iteration 63Q: 3 clusters Score -5294074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -5294149.000000 Penalty: 1032.515869
	Iteration 64Q: 3 clusters Score -5294149 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -5294198.500000 Penalty: 1032.515869
	Iteration 65Q: 3 clusters Score -5294198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -5294253.000000 Penalty: 1032.515869
	Iteration 66Q: 3 clusters Score -5294253 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -5294303.500000 Penalty: 1032.515869
	Iteration 67Q: 3 clusters Score -5294304 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -5294376.000000 Penalty: 1032.515869
	Iteration 68Q: 3 clusters Score -5294376 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -5294436.500000 Penalty: 1032.515869
	Iteration 69Q: 3 clusters Score -5294436 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -5294496.000000 Penalty: 1032.515869
	Iteration 70Q: 3 clusters Score -5294496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -5294559.500000 Penalty: 1032.515869
	Iteration 71Q: 3 clusters Score -5294560 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -5294606.000000 Penalty: 1032.515869
	Iteration 72Q: 3 clusters Score -5294606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -5294647.500000 Penalty: 1032.515869
	Iteration 73Q: 3 clusters Score -5294648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -5294688.500000 Penalty: 1032.515869
	Iteration 74Q: 3 clusters Score -5294688 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -5294704.500000 Penalty: 1032.515869
	Iteration 75Q: 3 clusters Score -5294704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -5294725.500000 Penalty: 1032.515869
	Iteration 76Q: 3 clusters Score -5294726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -5294730.000000 Penalty: 1032.515869
	Iteration 77Q: 3 clusters Score -5294730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -5294748.000000 Penalty: 1032.515869
	Iteration 78Q: 3 clusters Score -5294748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -5294756.500000 Penalty: 1032.515869
	Iteration 79Q: 3 clusters Score -5294756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -5294756.500000 Penalty: 1032.515869
	Iteration 80F: 3 clusters Score -5294756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -5294769.000000 Penalty: 1032.515869
	Iteration 81Q: 3 clusters Score -5294769 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -5294785.500000 Penalty: 1032.515869
	Iteration 82Q: 3 clusters Score -5294786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -5294791.500000 Penalty: 1032.515869
	Iteration 83Q: 3 clusters Score -5294792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -5294803.000000 Penalty: 1032.515869
	Iteration 84Q: 3 clusters Score -5294803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -5294817.500000 Penalty: 1032.515869
	Iteration 85Q: 3 clusters Score -5294818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -5294832.000000 Penalty: 1032.515869
	Iteration 86Q: 3 clusters Score -5294832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -5294840.500000 Penalty: 1032.515869
	Iteration 87Q: 3 clusters Score -5294840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -5294867.500000 Penalty: 1032.515869
	Iteration 88Q: 3 clusters Score -5294868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -5294853.500000 Penalty: 1032.515869
	Iteration 89Q: 3 clusters Score -5294854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -5294855.500000 Penalty: 1032.515869
	Iteration 90Q: 3 clusters Score -5294856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -5294857.000000 Penalty: 1032.515869
	Iteration 91Q: 3 clusters Score -5294857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -5294860.000000 Penalty: 1032.515869
	Iteration 92Q: 3 clusters Score -5294860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -5294864.000000 Penalty: 1032.515869
	Iteration 93Q: 3 clusters Score -5294864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -5294859.500000 Penalty: 1032.515869
	Iteration 94Q: 3 clusters Score -5294860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -5294858.500000 Penalty: 1032.515869
	Iteration 95Q: 3 clusters Score -5294858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -5294856.500000 Penalty: 1032.515869
	Iteration 96Q: 3 clusters Score -5294856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -5294860.000000 Penalty: 1032.515869
	Iteration 97Q: 3 clusters Score -5294860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -5294855.000000 Penalty: 1032.515869
	Iteration 98Q: 3 clusters Score -5294855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
Score: -5294856.500000 Penalty: 1032.515869
	Iteration 99Q: 3 clusters Score -5294856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -5294853.000000 Penalty: 1032.515869
	Iteration 100F: 3 clusters Score -5294853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -5294850.500000 Penalty: 1032.515869
	Iteration 101Q: 3 clusters Score -5294850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -5294848.000000 Penalty: 1032.515869
	Iteration 102Q: 3 clusters Score -5294848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -5294851.000000 Penalty: 1032.515869
	Iteration 103Q: 3 clusters Score -5294851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -5294848.000000 Penalty: 1032.515869
	Iteration 104Q: 3 clusters Score -5294848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -5294856.000000 Penalty: 1032.515869
	Iteration 105Q: 3 clusters Score -5294856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -5294847.500000 Penalty: 1032.515869
	Iteration 106Q: 3 clusters Score -5294848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -5294852.000000 Penalty: 1032.515869
	Iteration 107Q: 3 clusters Score -5294852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -5294857.500000 Penalty: 1032.515869
	Iteration 108Q: 3 clusters Score -5294858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -5294856.000000 Penalty: 1032.515869
	Iteration 109Q: 3 clusters Score -5294856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -5294856.000000 Penalty: 1032.515869
	Iteration 110Q: 3 clusters Score -5294856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -5294857.000000 Penalty: 1032.515869
	Iteration 111Q: 3 clusters Score -5294857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -5294857.000000 Penalty: 1032.515869
	Iteration 112F: 3 clusters Score -5294857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 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 214 members 
Entering Unmasked Estep 
Score: -26185.259766 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26185.26 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26315.796875 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26315.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26356.728516 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26356.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26414.636719 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -26414.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26452.068359 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26452.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26484.357422 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26484.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26513.734375 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26513.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26524.986328 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26524.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26530.898438 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26536.011719 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26536.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26540.568359 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26540.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26545.208984 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26545.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26545.900391 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26547.939453 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26547.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26551.251953 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -26551.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26551.828125 Penalty: 549.879639
	Iteration 15Q: 3 clusters Score -26551.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26551.828125 Penalty: 549.879639
	Iteration 16F: 3 clusters Score -26551.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Entering Unmasked Estep 
Score: -244821.906250 Penalty: 375.711029
	Iteration 0F: 2 clusters Score -244821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -242171.437500 Penalty: 751.422058
	Iteration 0F: 3 clusters Score -242171.4 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -243146.375000 Penalty: 751.422058
	Iteration 1F: 3 clusters Score -243146.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -243231.968750 Penalty: 751.422058
	Iteration 2F: 3 clusters Score -243232 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -243335.921875 Penalty: 751.422058
	Iteration 3F: 3 clusters Score -243335.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -243459.234375 Penalty: 751.422058
	Iteration 4F: 3 clusters Score -243459.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -243612.421875 Penalty: 751.422058
	Iteration 5F: 3 clusters Score -243612.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -243797.468750 Penalty: 751.422058
	Iteration 6F: 3 clusters Score -243797.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -243995.828125 Penalty: 751.422058
	Iteration 7F: 3 clusters Score -243995.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -244164.109375 Penalty: 751.422058
	Iteration 8Q: 3 clusters Score -244164.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -244265.515625 Penalty: 751.422058
	Iteration 9Q: 3 clusters Score -244265.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -244313.718750 Penalty: 751.422058
	Iteration 10Q: 3 clusters Score -244313.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -244342.375000 Penalty: 751.422058
	Iteration 11Q: 3 clusters Score -244342.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -244357.796875 Penalty: 751.422058
	Iteration 12Q: 3 clusters Score -244357.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -244367.578125 Penalty: 751.422058
	Iteration 13Q: 3 clusters Score -244367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -244375.843750 Penalty: 751.422058
	Iteration 14Q: 3 clusters Score -244375.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -244383.531250 Penalty: 751.422058
	Iteration 15Q: 3 clusters Score -244383.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -244387.640625 Penalty: 751.422058
	Iteration 16Q: 3 clusters Score -244387.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -244392.734375 Penalty: 751.422058
	Iteration 17Q: 3 clusters Score -244392.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -244398.078125 Penalty: 751.422058
	Iteration 18Q: 3 clusters Score -244398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -244404.031250 Penalty: 751.422058
	Iteration 19Q: 3 clusters Score -244404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -244409.812500 Penalty: 751.422058
	Iteration 20F: 3 clusters Score -244409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -244414.125000 Penalty: 751.422058
	Iteration 21Q: 3 clusters Score -244414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -244419.687500 Penalty: 751.422058
	Iteration 22Q: 3 clusters Score -244419.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -244424.390625 Penalty: 751.422058
	Iteration 23Q: 3 clusters Score -244424.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -244430.687500 Penalty: 751.422058
	Iteration 24Q: 3 clusters Score -244430.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -244438.218750 Penalty: 751.422058
	Iteration 25Q: 3 clusters Score -244438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -244446.453125 Penalty: 751.422058
	Iteration 26Q: 3 clusters Score -244446.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -244453.781250 Penalty: 751.422058
	Iteration 27Q: 3 clusters Score -244453.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -244460.046875 Penalty: 751.422058
	Iteration 28Q: 3 clusters Score -244460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -244467.359375 Penalty: 751.422058
	Iteration 29Q: 3 clusters Score -244467.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -244471.984375 Penalty: 751.422058
	Iteration 30Q: 3 clusters Score -244472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -244474.515625 Penalty: 751.422058
	Iteration 31Q: 3 clusters Score -244474.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -244478.500000 Penalty: 751.422058
	Iteration 32Q: 3 clusters Score -244478.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -244482.296875 Penalty: 751.422058
	Iteration 33Q: 3 clusters Score -244482.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -244485.093750 Penalty: 751.422058
	Iteration 34Q: 3 clusters Score -244485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -244486.968750 Penalty: 751.422058
	Iteration 35Q: 3 clusters Score -244487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -244490.703125 Penalty: 751.422058
	Iteration 36Q: 3 clusters Score -244490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -244495.781250 Penalty: 751.422058
	Iteration 37Q: 3 clusters Score -244495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -244500.250000 Penalty: 751.422058
	Iteration 38Q: 3 clusters Score -244500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -244504.593750 Penalty: 751.422058
	Iteration 39Q: 3 clusters Score -244504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -244508.562500 Penalty: 751.422058
	Iteration 40F: 3 clusters Score -244508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -244511.000000 Penalty: 751.422058
	Iteration 41Q: 3 clusters Score -244511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -244514.187500 Penalty: 751.422058
	Iteration 42Q: 3 clusters Score -244514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -244514.750000 Penalty: 751.422058
	Iteration 43Q: 3 clusters Score -244514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -244515.171875 Penalty: 751.422058
	Iteration 44Q: 3 clusters Score -244515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -244515.718750 Penalty: 751.422058
	Iteration 45Q: 3 clusters Score -244515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -244516.453125 Penalty: 751.422058
	Iteration 46Q: 3 clusters Score -244516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -244517.218750 Penalty: 751.422058
	Iteration 47Q: 3 clusters Score -244517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -244517.734375 Penalty: 751.422058
	Iteration 48Q: 3 clusters Score -244517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -244518.328125 Penalty: 751.422058
	Iteration 49Q: 3 clusters Score -244518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -244518.140625 Penalty: 751.422058
	Iteration 50Q: 3 clusters Score -244518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -244518.921875 Penalty: 751.422058
	Iteration 51Q: 3 clusters Score -244518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -244519.453125 Penalty: 751.422058
	Iteration 52Q: 3 clusters Score -244519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -244519.734375 Penalty: 751.422058
	Iteration 53Q: 3 clusters Score -244519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -244519.687500 Penalty: 751.422058
	Iteration 54Q: 3 clusters Score -244519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -244519.765625 Penalty: 751.422058
	Iteration 55Q: 3 clusters Score -244519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -244520.031250 Penalty: 751.422058
	Iteration 56Q: 3 clusters Score -244520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -244521.171875 Penalty: 751.422058
	Iteration 57Q: 3 clusters Score -244521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -244524.078125 Penalty: 751.422058
	Iteration 58Q: 3 clusters Score -244524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -244529.000000 Penalty: 751.422058
	Iteration 59Q: 3 clusters Score -244529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -244531.625000 Penalty: 751.422058
	Iteration 60F: 3 clusters Score -244531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -244534.281250 Penalty: 751.422058
	Iteration 61Q: 3 clusters Score -244534.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -244538.296875 Penalty: 751.422058
	Iteration 62Q: 3 clusters Score -244538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -244541.140625 Penalty: 751.422058
	Iteration 63Q: 3 clusters Score -244541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -244543.890625 Penalty: 751.422058
	Iteration 64Q: 3 clusters Score -244543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -244546.328125 Penalty: 751.422058
	Iteration 65Q: 3 clusters Score -244546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -244547.593750 Penalty: 751.422058
	Iteration 66Q: 3 clusters Score -244547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -244548.062500 Penalty: 751.422058
	Iteration 67Q: 3 clusters Score -244548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -244548.640625 Penalty: 751.422058
	Iteration 68Q: 3 clusters Score -244548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -244549.281250 Penalty: 751.422058
	Iteration 69Q: 3 clusters Score -244549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -244549.484375 Penalty: 751.422058
	Iteration 70Q: 3 clusters Score -244549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -244551.203125 Penalty: 751.422058
	Iteration 71Q: 3 clusters Score -244551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -244551.593750 Penalty: 751.422058
	Iteration 72Q: 3 clusters Score -244551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -244552.765625 Penalty: 751.422058
	Iteration 73Q: 3 clusters Score -244552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -244553.578125 Penalty: 751.422058
	Iteration 74Q: 3 clusters Score -244553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -244555.390625 Penalty: 751.422058
	Iteration 75Q: 3 clusters Score -244555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -244558.468750 Penalty: 751.422058
	Iteration 76Q: 3 clusters Score -244558.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -244560.140625 Penalty: 751.422058
	Iteration 77Q: 3 clusters Score -244560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -244561.234375 Penalty: 751.422058
	Iteration 78Q: 3 clusters Score -244561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -244562.796875 Penalty: 751.422058
	Iteration 79Q: 3 clusters Score -244562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -244562.953125 Penalty: 751.422058
	Iteration 80F: 3 clusters Score -244563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -244563.312500 Penalty: 751.422058
	Iteration 81Q: 3 clusters Score -244563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -244563.390625 Penalty: 751.422058
	Iteration 82Q: 3 clusters Score -244563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -244564.156250 Penalty: 751.422058
	Iteration 83Q: 3 clusters Score -244564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -244565.375000 Penalty: 751.422058
	Iteration 84Q: 3 clusters Score -244565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -244565.421875 Penalty: 751.422058
	Iteration 85Q: 3 clusters Score -244565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -244565.812500 Penalty: 751.422058
	Iteration 86Q: 3 clusters Score -244565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -244565.812500 Penalty: 751.422058
	Iteration 87F: 3 clusters Score -244565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Entering Unmasked Estep 
Score: -5534324.000000 Penalty: 518.306213
	Iteration 0F: 2 clusters Score -5534324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -5476052.500000 Penalty: 1036.612427
	Iteration 0F: 3 clusters Score -5476052 nChanged 43178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5501603.000000 Penalty: 1036.612427
	Iteration 1F: 3 clusters Score -5501603 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5502323.500000 Penalty: 1036.612427
	Iteration 2Q: 3 clusters Score -5502324 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5503390.000000 Penalty: 1036.612427
	Iteration 3Q: 3 clusters Score -5503390 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5505116.500000 Penalty: 1036.612427
	Iteration 4Q: 3 clusters Score -5505116 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -5507856.500000 Penalty: 1036.612427
	Iteration 5F: 3 clusters Score -5507856 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5512437.000000 Penalty: 1036.612427
	Iteration 6F: 3 clusters Score -5512437 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5517919.000000 Penalty: 1036.612427
	Iteration 7F: 3 clusters Score -5517919 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -5522620.000000 Penalty: 1036.612427
	Iteration 8F: 3 clusters Score -5522620 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5527427.500000 Penalty: 1036.612427
	Iteration 9F: 3 clusters Score -5527428 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5529971.500000 Penalty: 1036.612427
	Iteration 10Q: 3 clusters Score -5529972 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5531252.500000 Penalty: 1036.612427
	Iteration 11Q: 3 clusters Score -5531252 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5532079.500000 Penalty: 1036.612427
	Iteration 12Q: 3 clusters Score -5532080 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5532639.000000 Penalty: 1036.612427
	Iteration 13Q: 3 clusters Score -5532639 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5533029.000000 Penalty: 1036.612427
	Iteration 14Q: 3 clusters Score -5533029 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5533317.000000 Penalty: 1036.612427
	Iteration 15Q: 3 clusters Score -5533317 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5533550.500000 Penalty: 1036.612427
	Iteration 16Q: 3 clusters Score -5533550 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5533633.500000 Penalty: 1036.612427
	Iteration 17Q: 3 clusters Score -5533634 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5533727.000000 Penalty: 1036.612427
	Iteration 18Q: 3 clusters Score -5533727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5533771.500000 Penalty: 1036.612427
	Iteration 19Q: 3 clusters Score -5533772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5533811.500000 Penalty: 1036.612427
	Iteration 20F: 3 clusters Score -5533812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5533831.000000 Penalty: 1036.612427
	Iteration 21Q: 3 clusters Score -5533831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5533854.500000 Penalty: 1036.612427
	Iteration 22Q: 3 clusters Score -5533854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5533867.500000 Penalty: 1036.612427
	Iteration 23Q: 3 clusters Score -5533868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5533888.500000 Penalty: 1036.612427
	Iteration 24Q: 3 clusters Score -5533888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5533897.500000 Penalty: 1036.612427
	Iteration 25Q: 3 clusters Score -5533898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5533913.500000 Penalty: 1036.612427
	Iteration 26Q: 3 clusters Score -5533914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5533915.500000 Penalty: 1036.612427
	Iteration 27Q: 3 clusters Score -5533916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5533927.000000 Penalty: 1036.612427
	Iteration 28Q: 3 clusters Score -5533927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5533937.000000 Penalty: 1036.612427
	Iteration 29Q: 3 clusters Score -5533937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5533933.000000 Penalty: 1036.612427
	Iteration 30Q: 3 clusters Score -5533933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5533938.500000 Penalty: 1036.612427
	Iteration 31Q: 3 clusters Score -5533938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5533943.000000 Penalty: 1036.612427
	Iteration 32Q: 3 clusters Score -5533943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5533947.500000 Penalty: 1036.612427
	Iteration 33Q: 3 clusters Score -5533948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5533950.000000 Penalty: 1036.612427
	Iteration 34Q: 3 clusters Score -5533950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5533947.000000 Penalty: 1036.612427
	Iteration 35Q: 3 clusters Score -5533947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5533946.500000 Penalty: 1036.612427
	Iteration 36Q: 3 clusters Score -5533946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5533946.500000 Penalty: 1036.612427
	Iteration 37F: 3 clusters Score -5533946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Entering Unmasked Estep 
Score: -3915947.000000 Penalty: 503.625061
	Iteration 0F: 2 clusters Score -3915947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3872909.750000 Penalty: 1007.250122
	Iteration 0F: 3 clusters Score -3872910 nChanged 31102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3892943.250000 Penalty: 1007.250122
	Iteration 1F: 3 clusters Score -3892943 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -3895650.750000 Penalty: 1007.250122
	Iteration 2F: 3 clusters Score -3895651 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -3899556.250000 Penalty: 1007.250122
	Iteration 3F: 3 clusters Score -3899556 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -3904085.750000 Penalty: 1007.250122
	Iteration 4F: 3 clusters Score -3904086 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -3907684.000000 Penalty: 1007.250122
	Iteration 5F: 3 clusters Score -3907684 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -3909463.500000 Penalty: 1007.250122
	Iteration 6Q: 3 clusters Score -3909464 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -3910163.750000 Penalty: 1007.250122
	Iteration 7Q: 3 clusters Score -3910164 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -3910514.000000 Penalty: 1007.250122
	Iteration 8Q: 3 clusters Score -3910514 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -3910783.250000 Penalty: 1007.250122
	Iteration 9Q: 3 clusters Score -3910783 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -3911048.750000 Penalty: 1007.250122
	Iteration 10Q: 3 clusters Score -3911049 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -3911260.250000 Penalty: 1007.250122
	Iteration 11Q: 3 clusters Score -3911260 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -3911462.750000 Penalty: 1007.250122
	Iteration 12Q: 3 clusters Score -3911463 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -3911695.000000 Penalty: 1007.250122
	Iteration 13Q: 3 clusters Score -3911695 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -3911884.750000 Penalty: 1007.250122
	Iteration 14Q: 3 clusters Score -3911885 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -3912112.500000 Penalty: 1007.250122
	Iteration 15Q: 3 clusters Score -3912112 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -3912328.500000 Penalty: 1007.250122
	Iteration 16Q: 3 clusters Score -3912328 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -3912534.000000 Penalty: 1007.250122
	Iteration 17Q: 3 clusters Score -3912534 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -3912731.750000 Penalty: 1007.250122
	Iteration 18Q: 3 clusters Score -3912732 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -3912938.500000 Penalty: 1007.250122
	Iteration 19Q: 3 clusters Score -3912938 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -3913085.500000 Penalty: 1007.250122
	Iteration 20F: 3 clusters Score -3913086 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -3913275.000000 Penalty: 1007.250122
	Iteration 21Q: 3 clusters Score -3913275 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -3913491.250000 Penalty: 1007.250122
	Iteration 22Q: 3 clusters Score -3913491 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -3913699.750000 Penalty: 1007.250122
	Iteration 23Q: 3 clusters Score -3913700 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -3913953.500000 Penalty: 1007.250122
	Iteration 24Q: 3 clusters Score -3913954 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -3914153.250000 Penalty: 1007.250122
	Iteration 25Q: 3 clusters Score -3914153 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -3914378.750000 Penalty: 1007.250122
	Iteration 26Q: 3 clusters Score -3914379 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -3914570.500000 Penalty: 1007.250122
	Iteration 27Q: 3 clusters Score -3914570 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -3914727.000000 Penalty: 1007.250122
	Iteration 28Q: 3 clusters Score -3914727 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -3914876.250000 Penalty: 1007.250122
	Iteration 29Q: 3 clusters Score -3914876 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -3915025.750000 Penalty: 1007.250122
	Iteration 30Q: 3 clusters Score -3915026 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -3915136.500000 Penalty: 1007.250122
	Iteration 31Q: 3 clusters Score -3915136 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -3915237.250000 Penalty: 1007.250122
	Iteration 32Q: 3 clusters Score -3915237 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -3915327.500000 Penalty: 1007.250122
	Iteration 33Q: 3 clusters Score -3915328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 62241 members 
Entering Unmasked Estep 
Score: -3915375.250000 Penalty: 1007.250122
	Iteration 34Q: 3 clusters Score -3915375 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -3915434.750000 Penalty: 1007.250122
	Iteration 35Q: 3 clusters Score -3915435 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -3915477.000000 Penalty: 1007.250122
	Iteration 36Q: 3 clusters Score -3915477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -3915506.000000 Penalty: 1007.250122
	Iteration 37Q: 3 clusters Score -3915506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -3915530.750000 Penalty: 1007.250122
	Iteration 38Q: 3 clusters Score -3915531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -3915547.500000 Penalty: 1007.250122
	Iteration 39Q: 3 clusters Score -3915548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -3915569.500000 Penalty: 1007.250122
	Iteration 40F: 3 clusters Score -3915570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -3915576.500000 Penalty: 1007.250122
	Iteration 41Q: 3 clusters Score -3915576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -3915592.500000 Penalty: 1007.250122
	Iteration 42Q: 3 clusters Score -3915592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -3915605.750000 Penalty: 1007.250122
	Iteration 43Q: 3 clusters Score -3915606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -3915614.250000 Penalty: 1007.250122
	Iteration 44Q: 3 clusters Score -3915614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -3915629.250000 Penalty: 1007.250122
	Iteration 45Q: 3 clusters Score -3915629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -3915646.000000 Penalty: 1007.250122
	Iteration 46Q: 3 clusters Score -3915646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -3915657.000000 Penalty: 1007.250122
	Iteration 47Q: 3 clusters Score -3915657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -3915660.500000 Penalty: 1007.250122
	Iteration 48Q: 3 clusters Score -3915660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -3915670.750000 Penalty: 1007.250122
	Iteration 49Q: 3 clusters Score -3915671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -3915673.500000 Penalty: 1007.250122
	Iteration 50Q: 3 clusters Score -3915674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -3915670.750000 Penalty: 1007.250122
	Iteration 51Q: 3 clusters Score -3915671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -3915672.000000 Penalty: 1007.250122
	Iteration 52Q: 3 clusters Score -3915672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -3915674.500000 Penalty: 1007.250122
	Iteration 53Q: 3 clusters Score -3915674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -3915673.000000 Penalty: 1007.250122
	Iteration 54Q: 3 clusters Score -3915673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -3915680.000000 Penalty: 1007.250122
	Iteration 55Q: 3 clusters Score -3915680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -3915678.250000 Penalty: 1007.250122
	Iteration 56Q: 3 clusters Score -3915678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -3915681.000000 Penalty: 1007.250122
	Iteration 57Q: 3 clusters Score -3915681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -3915678.500000 Penalty: 1007.250122
	Iteration 58Q: 3 clusters Score -3915678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -3915678.500000 Penalty: 1007.250122
	Iteration 59Q: 3 clusters Score -3915678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -3915679.250000 Penalty: 1007.250122
	Iteration 60F: 3 clusters Score -3915679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -3915679.500000 Penalty: 1007.250122
	Iteration 61Q: 3 clusters Score -3915680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -3915678.250000 Penalty: 1007.250122
	Iteration 62Q: 3 clusters Score -3915678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -3915681.250000 Penalty: 1007.250122
	Iteration 63Q: 3 clusters Score -3915681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -3915681.500000 Penalty: 1007.250122
	Iteration 64Q: 3 clusters Score -3915682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -3915681.500000 Penalty: 1007.250122
	Iteration 65F: 3 clusters Score -3915682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -169804.953125 Penalty: 357.268280
	Iteration 0F: 2 clusters Score -169805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -167961.265625 Penalty: 714.536560
	Iteration 0F: 3 clusters Score -167961.3 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168580.515625 Penalty: 714.536560
	Iteration 1F: 3 clusters Score -168580.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -168649.015625 Penalty: 714.536560
	Iteration 2F: 3 clusters Score -168649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -168691.453125 Penalty: 714.536560
	Iteration 3Q: 3 clusters Score -168691.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -168744.828125 Penalty: 714.536560
	Iteration 4Q: 3 clusters Score -168744.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -168794.625000 Penalty: 714.536560
	Iteration 5Q: 3 clusters Score -168794.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168859.734375 Penalty: 714.536560
	Iteration 6Q: 3 clusters Score -168859.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168929.312500 Penalty: 714.536560
	Iteration 7Q: 3 clusters Score -168929.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -169019.718750 Penalty: 714.536560
	Iteration 8F: 3 clusters Score -169019.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -169139.109375 Penalty: 714.536560
	Iteration 9F: 3 clusters Score -169139.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -169245.109375 Penalty: 714.536560
	Iteration 10Q: 3 clusters Score -169245.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -169337.656250 Penalty: 714.536560
	Iteration 11Q: 3 clusters Score -169337.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -169392.187500 Penalty: 714.536560
	Iteration 12Q: 3 clusters Score -169392.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -169428.468750 Penalty: 714.536560
	Iteration 13Q: 3 clusters Score -169428.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -169450.609375 Penalty: 714.536560
	Iteration 14Q: 3 clusters Score -169450.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -169470.375000 Penalty: 714.536560
	Iteration 15Q: 3 clusters Score -169470.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -169480.265625 Penalty: 714.536560
	Iteration 16Q: 3 clusters Score -169480.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -169488.734375 Penalty: 714.536560
	Iteration 17Q: 3 clusters Score -169488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -169491.765625 Penalty: 714.536560
	Iteration 18Q: 3 clusters Score -169491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -169492.781250 Penalty: 714.536560
	Iteration 19Q: 3 clusters Score -169492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -169493.093750 Penalty: 714.536560
	Iteration 20F: 3 clusters Score -169493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -148498.656250 Penalty: 354.608185
	Iteration 0F: 2 clusters Score -148498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -146755.640625 Penalty: 709.216370
	Iteration 0F: 3 clusters Score -146755.6 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -147343.828125 Penalty: 709.216370
	Iteration 1F: 3 clusters Score -147343.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -147502.312500 Penalty: 709.216370
	Iteration 2F: 3 clusters Score -147502.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -147717.125000 Penalty: 709.216370
	Iteration 3F: 3 clusters Score -147717.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -147978.515625 Penalty: 709.216370
	Iteration 4F: 3 clusters Score -147978.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -148154.484375 Penalty: 709.216370
	Iteration 5F: 3 clusters Score -148154.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -148239.515625 Penalty: 709.216370
	Iteration 6F: 3 clusters Score -148239.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -148279.375000 Penalty: 709.216370
	Iteration 7Q: 3 clusters Score -148279.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -148301.171875 Penalty: 709.216370
	Iteration 8Q: 3 clusters Score -148301.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -148313.343750 Penalty: 709.216370
	Iteration 9Q: 3 clusters Score -148313.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -148320.734375 Penalty: 709.216370
	Iteration 10Q: 3 clusters Score -148320.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -148332.000000 Penalty: 709.216370
	Iteration 11Q: 3 clusters Score -148332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -148338.984375 Penalty: 709.216370
	Iteration 12Q: 3 clusters Score -148339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -148344.343750 Penalty: 709.216370
	Iteration 13Q: 3 clusters Score -148344.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -148348.187500 Penalty: 709.216370
	Iteration 14Q: 3 clusters Score -148348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -148349.578125 Penalty: 709.216370
	Iteration 15Q: 3 clusters Score -148349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -148350.000000 Penalty: 709.216370
	Iteration 16Q: 3 clusters Score -148350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -148350.781250 Penalty: 709.216370
	Iteration 17Q: 3 clusters Score -148350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -148351.187500 Penalty: 709.216370
	Iteration 18Q: 3 clusters Score -148351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -148351.375000 Penalty: 709.216370
	Iteration 19Q: 3 clusters Score -148351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -148352.078125 Penalty: 709.216370
	Iteration 20F: 3 clusters Score -148352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -148353.890625 Penalty: 709.216370
	Iteration 21Q: 3 clusters Score -148353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -148356.609375 Penalty: 709.216370
	Iteration 22Q: 3 clusters Score -148356.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -148359.406250 Penalty: 709.216370
	Iteration 23Q: 3 clusters Score -148359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -148360.468750 Penalty: 709.216370
	Iteration 24Q: 3 clusters Score -148360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -148360.468750 Penalty: 709.216370
	Iteration 25F: 3 clusters Score -148360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Entering Unmasked Estep 
Score: -5445095.500000 Penalty: 518.002014
	Iteration 0F: 2 clusters Score -5445096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5386576.500000 Penalty: 1036.004028
	Iteration 0F: 3 clusters Score -5386576 nChanged 43157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -5416186.000000 Penalty: 1036.004028
	Iteration 1F: 3 clusters Score -5416186 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5421221.000000 Penalty: 1036.004028
	Iteration 2F: 3 clusters Score -5421221 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5427723.000000 Penalty: 1036.004028
	Iteration 3F: 3 clusters Score -5427723 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -5433612.500000 Penalty: 1036.004028
	Iteration 4F: 3 clusters Score -5433612 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -5436698.000000 Penalty: 1036.004028
	Iteration 5F: 3 clusters Score -5436698 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5437879.500000 Penalty: 1036.004028
	Iteration 6Q: 3 clusters Score -5437880 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5438602.000000 Penalty: 1036.004028
	Iteration 7Q: 3 clusters Score -5438602 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5439196.000000 Penalty: 1036.004028
	Iteration 8Q: 3 clusters Score -5439196 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5439744.500000 Penalty: 1036.004028
	Iteration 9Q: 3 clusters Score -5439744 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5440252.500000 Penalty: 1036.004028
	Iteration 10Q: 3 clusters Score -5440252 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5440681.500000 Penalty: 1036.004028
	Iteration 11Q: 3 clusters Score -5440682 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5441114.500000 Penalty: 1036.004028
	Iteration 12Q: 3 clusters Score -5441114 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -5441405.500000 Penalty: 1036.004028
	Iteration 13Q: 3 clusters Score -5441406 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -5441688.500000 Penalty: 1036.004028
	Iteration 14Q: 3 clusters Score -5441688 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5441881.500000 Penalty: 1036.004028
	Iteration 15Q: 3 clusters Score -5441882 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5442065.500000 Penalty: 1036.004028
	Iteration 16Q: 3 clusters Score -5442066 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5442236.500000 Penalty: 1036.004028
	Iteration 17Q: 3 clusters Score -5442236 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5442442.500000 Penalty: 1036.004028
	Iteration 18Q: 3 clusters Score -5442442 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5442642.000000 Penalty: 1036.004028
	Iteration 19Q: 3 clusters Score -5442642 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5442793.000000 Penalty: 1036.004028
	Iteration 20F: 3 clusters Score -5442793 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5442921.500000 Penalty: 1036.004028
	Iteration 21Q: 3 clusters Score -5442922 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5443068.500000 Penalty: 1036.004028
	Iteration 22Q: 3 clusters Score -5443068 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5443177.000000 Penalty: 1036.004028
	Iteration 23Q: 3 clusters Score -5443177 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -5443259.500000 Penalty: 1036.004028
	Iteration 24Q: 3 clusters Score -5443260 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5443385.500000 Penalty: 1036.004028
	Iteration 25Q: 3 clusters Score -5443386 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5443514.500000 Penalty: 1036.004028
	Iteration 26Q: 3 clusters Score -5443514 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5443635.500000 Penalty: 1036.004028
	Iteration 27Q: 3 clusters Score -5443636 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -5443751.500000 Penalty: 1036.004028
	Iteration 28Q: 3 clusters Score -5443752 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -5443848.000000 Penalty: 1036.004028
	Iteration 29Q: 3 clusters Score -5443848 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -5443961.500000 Penalty: 1036.004028
	Iteration 30Q: 3 clusters Score -5443962 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5444094.000000 Penalty: 1036.004028
	Iteration 31Q: 3 clusters Score -5444094 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -5444178.500000 Penalty: 1036.004028
	Iteration 32Q: 3 clusters Score -5444178 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -5444284.000000 Penalty: 1036.004028
	Iteration 33Q: 3 clusters Score -5444284 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -5444347.000000 Penalty: 1036.004028
	Iteration 34Q: 3 clusters Score -5444347 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5444415.000000 Penalty: 1036.004028
	Iteration 35Q: 3 clusters Score -5444415 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5444510.000000 Penalty: 1036.004028
	Iteration 36Q: 3 clusters Score -5444510 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5444617.000000 Penalty: 1036.004028
	Iteration 37Q: 3 clusters Score -5444617 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -5444690.500000 Penalty: 1036.004028
	Iteration 38Q: 3 clusters Score -5444690 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -5444755.500000 Penalty: 1036.004028
	Iteration 39Q: 3 clusters Score -5444756 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5444813.500000 Penalty: 1036.004028
	Iteration 40F: 3 clusters Score -5444814 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5444835.000000 Penalty: 1036.004028
	Iteration 41Q: 3 clusters Score -5444835 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5444870.500000 Penalty: 1036.004028
	Iteration 42Q: 3 clusters Score -5444870 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5444914.500000 Penalty: 1036.004028
	Iteration 43Q: 3 clusters Score -5444914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5444953.000000 Penalty: 1036.004028
	Iteration 44Q: 3 clusters Score -5444953 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5444963.000000 Penalty: 1036.004028
	Iteration 45Q: 3 clusters Score -5444963 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5444971.000000 Penalty: 1036.004028
	Iteration 46Q: 3 clusters Score -5444971 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5445002.500000 Penalty: 1036.004028
	Iteration 47Q: 3 clusters Score -5445002 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5445028.000000 Penalty: 1036.004028
	Iteration 48Q: 3 clusters Score -5445028 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5445032.000000 Penalty: 1036.004028
	Iteration 49Q: 3 clusters Score -5445032 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5445035.000000 Penalty: 1036.004028
	Iteration 50Q: 3 clusters Score -5445035 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5445048.500000 Penalty: 1036.004028
	Iteration 51Q: 3 clusters Score -5445048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5445061.000000 Penalty: 1036.004028
	Iteration 52Q: 3 clusters Score -5445061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5445058.000000 Penalty: 1036.004028
	Iteration 53Q: 3 clusters Score -5445058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5445047.000000 Penalty: 1036.004028
	Iteration 54Q: 3 clusters Score -5445047 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5445043.500000 Penalty: 1036.004028
	Iteration 55Q: 3 clusters Score -5445044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5445028.500000 Penalty: 1036.004028
	Iteration 56Q: 3 clusters Score -5445028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5445033.500000 Penalty: 1036.004028
	Iteration 57Q: 3 clusters Score -5445034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5445028.500000 Penalty: 1036.004028
	Iteration 58Q: 3 clusters Score -5445028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5445022.500000 Penalty: 1036.004028
	Iteration 59Q: 3 clusters Score -5445022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5445013.000000 Penalty: 1036.004028
	Iteration 60F: 3 clusters Score -5445013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5445001.500000 Penalty: 1036.004028
	Iteration 61Q: 3 clusters Score -5445002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5444997.000000 Penalty: 1036.004028
	Iteration 62Q: 3 clusters Score -5444997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5444981.000000 Penalty: 1036.004028
	Iteration 63Q: 3 clusters Score -5444981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5444976.000000 Penalty: 1036.004028
	Iteration 64Q: 3 clusters Score -5444976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5444973.000000 Penalty: 1036.004028
	Iteration 65Q: 3 clusters Score -5444973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5444963.000000 Penalty: 1036.004028
	Iteration 66Q: 3 clusters Score -5444963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5444963.000000 Penalty: 1036.004028
	Iteration 67Q: 3 clusters Score -5444963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5444964.000000 Penalty: 1036.004028
	Iteration 68Q: 3 clusters Score -5444964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5444957.500000 Penalty: 1036.004028
	Iteration 69Q: 3 clusters Score -5444958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5444952.500000 Penalty: 1036.004028
	Iteration 70Q: 3 clusters Score -5444952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5444948.500000 Penalty: 1036.004028
	Iteration 71Q: 3 clusters Score -5444948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5444943.000000 Penalty: 1036.004028
	Iteration 72Q: 3 clusters Score -5444943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5444945.500000 Penalty: 1036.004028
	Iteration 73Q: 3 clusters Score -5444946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5444944.000000 Penalty: 1036.004028
	Iteration 74Q: 3 clusters Score -5444944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5444941.500000 Penalty: 1036.004028
	Iteration 75Q: 3 clusters Score -5444942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5444941.500000 Penalty: 1036.004028
	Iteration 76Q: 3 clusters Score -5444942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5444938.500000 Penalty: 1036.004028
	Iteration 77Q: 3 clusters Score -5444938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5444935.000000 Penalty: 1036.004028
	Iteration 78Q: 3 clusters Score -5444935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5444933.000000 Penalty: 1036.004028
	Iteration 79Q: 3 clusters Score -5444933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5444933.000000 Penalty: 1036.004028
	Iteration 80F: 3 clusters Score -5444933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -32692.677734 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -32692.68 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 217 members 
Entering Unmasked Estep 
Score: -32230.890625 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -32230.89 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32340.890625 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -32340.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32356.484375 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -32356.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32365.873047 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -32365.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32370.365234 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -32370.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32375.412109 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -32375.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32380.326172 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -32380.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32382.824219 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -32382.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32388.099609 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -32388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32391.464844 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -32391.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32392.093750 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -32392.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32392.527344 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -32392.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32393.414062 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -32393.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32394.861328 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -32394.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32396.708984 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -32396.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32398.146484 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -32398.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32398.777344 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -32398.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32399.662109 Penalty: 555.129028
	Iteration 17Q: 3 clusters Score -32399.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32400.115234 Penalty: 555.129028
	Iteration 18Q: 3 clusters Score -32400.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32400.115234 Penalty: 555.129028
	Iteration 19F: 3 clusters Score -32400.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -13155.998047 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -13156 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 117 members 
Entering Unmasked Estep 
Score: -12856.975586 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -12856.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12946.166992 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -12946.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12990.665039 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -12990.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13011.965820 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -13011.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -13037.520508 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -13037.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -13056.929688 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -13056.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13059.578125 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -13059.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13070.653320 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -13070.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13079.258789 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -13079.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13083.781250 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -13083.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13087.688477 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -13087.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13108.955078 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -13108.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13164.356445 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -13164.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13179.273438 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -13179.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13190.475586 Penalty: 503.178040
	Iteration 14Q: 3 clusters Score -13190.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13190.475586 Penalty: 503.178040
	Iteration 15F: 3 clusters Score -13190.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 75 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289968.000000 Penalty: 37422.929688
Splitting cluster 23 changes total score from -53290504.000000 to -53289968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 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 144 members 
Entering Unmasked Estep 
Score: -18060.867188 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18060.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18154.136719 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18154.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18199.494141 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18199.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18228.421875 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -18228.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18264.929688 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18264.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18284.005859 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18284.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18295.966797 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18295.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18299.359375 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18299.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18302.162109 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18302.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18305.910156 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18305.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18305.910156 Penalty: 513.413574
	Iteration 10F: 3 clusters Score -18305.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -47952.519531 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -47952.52 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 389 members 
Entering Unmasked Estep 
Score: -47264.664062 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -47264.66 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47539.847656 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -47539.85 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47653.761719 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -47653.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47713.300781 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -47713.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47751.187500 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -47751.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47771.804688 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -47771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47788.355469 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -47788.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47800.562500 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -47800.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47806.261719 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -47806.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47815.148438 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -47815.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47819.015625 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -47819.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47823.484375 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -47823.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47828.687500 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -47828.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47831.847656 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -47831.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47832.968750 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -47832.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47833.167969 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -47833.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47834.824219 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -47834.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47834.824219 Penalty: 609.990112
	Iteration 17F: 3 clusters Score -47834.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -65829.890625 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -65829.89 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 533 members 
Entering Unmasked Estep 
Score: -65025.179688 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -65025.18 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -65234.796875 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -65234.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65285.726562 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -65285.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65315.179688 Penalty: 630.852783
	Iteration 3F: 3 clusters Score -65315.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -65338.644531 Penalty: 630.852783
	Iteration 4Q: 3 clusters Score -65338.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65358.574219 Penalty: 630.852783
	Iteration 5Q: 3 clusters Score -65358.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65375.386719 Penalty: 630.852783
	Iteration 6Q: 3 clusters Score -65375.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -65386.648438 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -65386.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -65403.312500 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -65403.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65427.070312 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -65427.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -65458.652344 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -65458.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -65474.035156 Penalty: 630.852783
	Iteration 11Q: 3 clusters Score -65474.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -65484.078125 Penalty: 630.852783
	Iteration 12Q: 3 clusters Score -65484.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -65493.429688 Penalty: 630.852783
	Iteration 13Q: 3 clusters Score -65493.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -65499.417969 Penalty: 630.852783
	Iteration 14Q: 3 clusters Score -65499.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65501.609375 Penalty: 630.852783
	Iteration 15Q: 3 clusters Score -65501.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -65502.292969 Penalty: 630.852783
	Iteration 16Q: 3 clusters Score -65502.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -65503.457031 Penalty: 630.852783
	Iteration 17Q: 3 clusters Score -65503.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -65506.457031 Penalty: 630.852783
	Iteration 18Q: 3 clusters Score -65506.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -65507.695312 Penalty: 630.852783
	Iteration 19Q: 3 clusters Score -65507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -65508.078125 Penalty: 630.852783
	Iteration 20F: 3 clusters Score -65508.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -65508.730469 Penalty: 630.852783
	Iteration 21Q: 3 clusters Score -65508.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -65510.285156 Penalty: 630.852783
	Iteration 22Q: 3 clusters Score -65510.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -65512.074219 Penalty: 630.852783
	Iteration 23Q: 3 clusters Score -65512.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -65513.566406 Penalty: 630.852783
	Iteration 24Q: 3 clusters Score -65513.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -65514.507812 Penalty: 630.852783
	Iteration 25Q: 3 clusters Score -65514.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -65515.546875 Penalty: 630.852783
	Iteration 26Q: 3 clusters Score -65515.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -65515.656250 Penalty: 630.852783
	Iteration 27Q: 3 clusters Score -65515.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -65515.656250 Penalty: 630.852783
	Iteration 28F: 3 clusters Score -65515.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 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 73 members 
Entering Unmasked Estep 
Score: -7838.541992 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7838.542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7895.544922 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7895.545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7922.732422 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7922.732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7930.988770 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7930.989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7936.735840 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7936.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7940.048828 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7940.049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7940.048828 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -7940.049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 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 49 members 
Entering Unmasked Estep 
Score: -6798.703125 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6798.703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6852.607422 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6852.607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6883.317383 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6883.317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6911.542480 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6911.542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6941.435547 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6941.436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6968.204102 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -6968.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6968.204102 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -6968.204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -95026.382812 Penalty: 335.058075
	Iteration 0F: 2 clusters Score -95026.38 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 820 members 
Entering Unmasked Estep 
Score: -93862.718750 Penalty: 670.116150
	Iteration 0F: 3 clusters Score -93862.72 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -94300.546875 Penalty: 670.116150
	Iteration 1F: 3 clusters Score -94300.55 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -94423.773438 Penalty: 670.116150
	Iteration 2F: 3 clusters Score -94423.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -94479.789062 Penalty: 670.116150
	Iteration 3F: 3 clusters Score -94479.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -94517.132812 Penalty: 670.116150
	Iteration 4Q: 3 clusters Score -94517.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -94558.031250 Penalty: 670.116150
	Iteration 5Q: 3 clusters Score -94558.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -94593.578125 Penalty: 670.116150
	Iteration 6Q: 3 clusters Score -94593.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -94615.914062 Penalty: 670.116150
	Iteration 7Q: 3 clusters Score -94615.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -94640.687500 Penalty: 670.116150
	Iteration 8Q: 3 clusters Score -94640.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -94664.976562 Penalty: 670.116150
	Iteration 9Q: 3 clusters Score -94664.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -94683.773438 Penalty: 670.116150
	Iteration 10Q: 3 clusters Score -94683.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -94693.148438 Penalty: 670.116150
	Iteration 11Q: 3 clusters Score -94693.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -94698.187500 Penalty: 670.116150
	Iteration 12Q: 3 clusters Score -94698.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -94706.929688 Penalty: 670.116150
	Iteration 13Q: 3 clusters Score -94706.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -94712.109375 Penalty: 670.116150
	Iteration 14Q: 3 clusters Score -94712.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -94715.984375 Penalty: 670.116150
	Iteration 15Q: 3 clusters Score -94715.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -94721.625000 Penalty: 670.116150
	Iteration 16Q: 3 clusters Score -94721.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -94724.609375 Penalty: 670.116150
	Iteration 17Q: 3 clusters Score -94724.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -94729.093750 Penalty: 670.116150
	Iteration 18Q: 3 clusters Score -94729.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -94731.789062 Penalty: 670.116150
	Iteration 19Q: 3 clusters Score -94731.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -94736.804688 Penalty: 670.116150
	Iteration 20F: 3 clusters Score -94736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -94741.632812 Penalty: 670.116150
	Iteration 21Q: 3 clusters Score -94741.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -94748.328125 Penalty: 670.116150
	Iteration 22Q: 3 clusters Score -94748.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -94754.781250 Penalty: 670.116150
	Iteration 23Q: 3 clusters Score -94754.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -94759.312500 Penalty: 670.116150
	Iteration 24Q: 3 clusters Score -94759.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -94762.921875 Penalty: 670.116150
	Iteration 25Q: 3 clusters Score -94762.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -94764.828125 Penalty: 670.116150
	Iteration 26Q: 3 clusters Score -94764.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -94766.992188 Penalty: 670.116150
	Iteration 27Q: 3 clusters Score -94766.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -94770.312500 Penalty: 670.116150
	Iteration 28Q: 3 clusters Score -94770.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94773.296875 Penalty: 670.116150
	Iteration 29Q: 3 clusters Score -94773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -94778.460938 Penalty: 670.116150
	Iteration 30Q: 3 clusters Score -94778.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -94782.343750 Penalty: 670.116150
	Iteration 31Q: 3 clusters Score -94782.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -94784.851562 Penalty: 670.116150
	Iteration 32Q: 3 clusters Score -94784.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -94787.203125 Penalty: 670.116150
	Iteration 33Q: 3 clusters Score -94787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -94788.273438 Penalty: 670.116150
	Iteration 34Q: 3 clusters Score -94788.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -94789.109375 Penalty: 670.116150
	Iteration 35Q: 3 clusters Score -94789.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -94789.617188 Penalty: 670.116150
	Iteration 36Q: 3 clusters Score -94789.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -94789.617188 Penalty: 670.116150
	Iteration 37Q: 3 clusters Score -94789.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -94789.929688 Penalty: 670.116150
	Iteration 38Q: 3 clusters Score -94789.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -94790.109375 Penalty: 670.116150
	Iteration 39Q: 3 clusters Score -94790.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -94790.203125 Penalty: 670.116150
	Iteration 40F: 3 clusters Score -94790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 167 members 
Entering Unmasked Estep 
Score: -19113.035156 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19113.04 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19217.376953 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19217.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19252.275391 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19252.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19275.652344 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -19275.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19290.332031 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19290.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19295.660156 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19295.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19296.855469 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19296.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19300.380859 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19300.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19302.230469 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19302.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19302.767578 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19302.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19304.880859 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19304.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19310.611328 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -19310.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19311.761719 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -19311.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19312.685547 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -19312.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19313.480469 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -19313.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19313.798828 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -19313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19314.476562 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -19314.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19314.878906 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -19314.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19314.878906 Penalty: 524.632385
	Iteration 18F: 3 clusters Score -19314.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6636.963379 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6636.963 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 55 members 
Entering Unmasked Estep 
Score: -6428.375977 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -6428.376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6469.370117 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -6469.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6491.218750 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -6491.219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6503.787109 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -6503.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6507.191406 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -6507.191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6507.191406 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -6507.191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -21881.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -21881.39 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 208 members 
Entering Unmasked Estep 
Score: -21472.210938 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21472.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21817.857422 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21817.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22005.205078 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22005.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22111.009766 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -22111.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22226.535156 Penalty: 546.578186
	Iteration 4F: 3 clusters Score -22226.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22296.476562 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22296.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22299.373047 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22299.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22299.373047 Penalty: 546.578186
	Iteration 7F: 3 clusters Score -22299.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 222 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 184 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290320.000000 Penalty: 37422.929688
Splitting cluster 32 changes total score from -53290504.000000 to -53290320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31997.857422 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -31997.86 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32106.568359 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32106.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32127.589844 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32127.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32133.337891 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -32133.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32141.257812 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32141.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32149.632812 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32149.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32165.343750 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32165.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32181.916016 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32181.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32202.394531 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32202.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32209.896484 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32223.435547 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32223.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32234.560547 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -32234.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32237.685547 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -32237.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32239.335938 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -32239.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32239.833984 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -32239.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32240.189453 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -32240.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32240.189453 Penalty: 563.318665
	Iteration 16F: 3 clusters Score -32240.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -66549.539062 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -66549.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -65703.710938 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -65703.71 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65986.859375 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -65986.86 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66065.554688 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -66065.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66124.398438 Penalty: 635.524902
	Iteration 3F: 3 clusters Score -66124.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66152.609375 Penalty: 635.524902
	Iteration 4Q: 3 clusters Score -66152.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66190.257812 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -66190.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -66222.664062 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -66222.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -66236.656250 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -66236.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -66252.343750 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -66252.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -66260.484375 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -66260.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -66271.843750 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -66271.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66279.898438 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -66279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -66286.835938 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -66286.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -66294.859375 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -66294.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -66307.703125 Penalty: 635.524902
	Iteration 14Q: 3 clusters Score -66307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -66331.445312 Penalty: 635.524902
	Iteration 15Q: 3 clusters Score -66331.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -66366.070312 Penalty: 635.524902
	Iteration 16Q: 3 clusters Score -66366.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -66394.476562 Penalty: 635.524902
	Iteration 17Q: 3 clusters Score -66394.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -66417.968750 Penalty: 635.524902
	Iteration 18Q: 3 clusters Score -66417.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -66437.437500 Penalty: 635.524902
	Iteration 19Q: 3 clusters Score -66437.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -66456.179688 Penalty: 635.524902
	Iteration 20F: 3 clusters Score -66456.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -66465.703125 Penalty: 635.524902
	Iteration 21Q: 3 clusters Score -66465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -66472.960938 Penalty: 635.524902
	Iteration 22Q: 3 clusters Score -66472.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -66474.515625 Penalty: 635.524902
	Iteration 23Q: 3 clusters Score -66474.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -66476.242188 Penalty: 635.524902
	Iteration 24Q: 3 clusters Score -66476.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -66480.273438 Penalty: 635.524902
	Iteration 25Q: 3 clusters Score -66480.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -66482.000000 Penalty: 635.524902
	Iteration 26Q: 3 clusters Score -66482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -66483.140625 Penalty: 635.524902
	Iteration 27Q: 3 clusters Score -66483.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -66483.140625 Penalty: 635.524902
	Iteration 28F: 3 clusters Score -66483.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -10183.406250 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -10183.41 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 109 members 
Entering Unmasked Estep 
Score: -9916.216797 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -9916.217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10014.026367 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -10014.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10035.254883 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -10035.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10045.636719 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -10045.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10068.818359 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -10068.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10087.455078 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -10087.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10094.013672 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -10094.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10103.050781 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -10103.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10115.158203 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -10115.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10121.898438 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -10121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10128.905273 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -10128.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10134.416016 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -10134.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10137.121094 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -10137.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10137.539062 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -10137.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10138.712891 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -10138.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10138.712891 Penalty: 494.468689
	Iteration 15F: 3 clusters Score -10138.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44697.863281 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44697.86 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44977.636719 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -44977.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45122.238281 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -45122.24 nChanged 65
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: -45238.484375 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -45238.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45310.519531 Penalty: 599.216003
	Iteration 4F: 3 clusters Score -45310.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45340.222656 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -45340.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45357.503906 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45362.695312 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45368.945312 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45368.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45378.355469 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45378.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45385.617188 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -45385.62 nChanged 1
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: -45386.980469 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -45386.98 nChanged 1
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: -45387.828125 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -45387.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45388.113281 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -45388.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45388.113281 Penalty: 599.216003
	Iteration 14F: 3 clusters Score -45388.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 479 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 245 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289976.000000 Penalty: 37422.929688
Splitting cluster 36 changes total score from -53290504.000000 to -53289976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7029.675781 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7029.676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6802.068848 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6802.069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6884.742188 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6884.742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6893.347168 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6893.347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6895.414551 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6895.415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6897.877930 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6897.878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6898.867676 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6898.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6898.867676 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6898.868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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 102 members 
Entering Unmasked Estep 
Score: -12328.083984 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12328.08 nChanged 58
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: -12435.939453 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12435.94 nChanged 21
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: -12473.625977 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12473.63 nChanged 11
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: -12485.898438 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -12485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12492.682617 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -12492.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12494.974609 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12494.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12497.455078 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12497.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12498.531250 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -12498.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12499.484375 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -12499.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12499.484375 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -12499.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -193181.765625 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -193181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -191084.531250 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -191084.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -191858.625000 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -191858.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -192047.859375 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -192047.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -192211.843750 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -192211.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -192348.984375 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -192349 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -192485.453125 Penalty: 730.232727
	Iteration 5F: 3 clusters Score -192485.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -192627.296875 Penalty: 730.232727
	Iteration 6Q: 3 clusters Score -192627.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192727.718750 Penalty: 730.232727
	Iteration 7Q: 3 clusters Score -192727.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192794.890625 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -192794.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192835.515625 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -192835.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -192861.609375 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -192861.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -192879.140625 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -192879.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192895.640625 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -192895.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -192909.890625 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -192909.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192925.281250 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -192925.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -192938.562500 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -192938.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -192955.890625 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -192955.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -192967.609375 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -192967.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -192982.062500 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -192982.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -192998.062500 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -192998.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -193008.468750 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -193008.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -193018.484375 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -193018.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -193024.328125 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -193024.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -193032.375000 Penalty: 730.232727
	Iteration 23Q: 3 clusters Score -193032.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -193038.875000 Penalty: 730.232727
	Iteration 24Q: 3 clusters Score -193038.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -193043.406250 Penalty: 730.232727
	Iteration 25Q: 3 clusters Score -193043.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -193049.125000 Penalty: 730.232727
	Iteration 26Q: 3 clusters Score -193049.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -193055.140625 Penalty: 730.232727
	Iteration 27Q: 3 clusters Score -193055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -193061.343750 Penalty: 730.232727
	Iteration 28Q: 3 clusters Score -193061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -193064.062500 Penalty: 730.232727
	Iteration 29Q: 3 clusters Score -193064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -193066.828125 Penalty: 730.232727
	Iteration 30Q: 3 clusters Score -193066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -193071.062500 Penalty: 730.232727
	Iteration 31Q: 3 clusters Score -193071.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -193076.875000 Penalty: 730.232727
	Iteration 32Q: 3 clusters Score -193076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -193080.109375 Penalty: 730.232727
	Iteration 33Q: 3 clusters Score -193080.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -193087.875000 Penalty: 730.232727
	Iteration 34Q: 3 clusters Score -193087.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -193097.968750 Penalty: 730.232727
	Iteration 35Q: 3 clusters Score -193098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -193114.218750 Penalty: 730.232727
	Iteration 36Q: 3 clusters Score -193114.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -193139.093750 Penalty: 730.232727
	Iteration 37Q: 3 clusters Score -193139.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -193170.390625 Penalty: 730.232727
	Iteration 38Q: 3 clusters Score -193170.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -193201.937500 Penalty: 730.232727
	Iteration 39Q: 3 clusters Score -193201.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -193232.921875 Penalty: 730.232727
	Iteration 40F: 3 clusters Score -193232.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -193291.906250 Penalty: 730.232727
	Iteration 41Q: 3 clusters Score -193291.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -193432.703125 Penalty: 730.232727
	Iteration 42Q: 3 clusters Score -193432.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -193525.453125 Penalty: 730.232727
	Iteration 43Q: 3 clusters Score -193525.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -193534.859375 Penalty: 730.232727
	Iteration 44Q: 3 clusters Score -193534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -193537.218750 Penalty: 730.232727
	Iteration 45Q: 3 clusters Score -193537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -193537.406250 Penalty: 730.232727
	Iteration 46Q: 3 clusters Score -193537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -193538.015625 Penalty: 730.232727
	Iteration 47Q: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -193538.015625 Penalty: 730.232727
	Iteration 48F: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 2031 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290392.000000 Penalty: 37422.929688
Splitting cluster 39 changes total score from -53290504.000000 to -53290392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45306.441406 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45306.44 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45601.414062 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45601.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45767.535156 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45767.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45878.050781 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -45878.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46014.414062 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -46014.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46098.816406 Penalty: 602.547913
	Iteration 5F: 3 clusters Score -46098.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46173.003906 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -46173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46212.539062 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -46212.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46229.441406 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -46229.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -46240.351562 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -46240.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46242.261719 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -46242.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46243.250000 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -46243.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46245.218750 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -46245.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46246.562500 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -46246.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46248.484375 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -46248.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46252.671875 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -46252.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46253.429688 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -46253.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46253.671875 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -46253.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46253.671875 Penalty: 602.547913
	Iteration 18F: 3 clusters Score -46253.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 369 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 382 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290272.000000 Penalty: 37422.929688
Splitting cluster 40 changes total score from -53290504.000000 to -53290272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43826.773438 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43826.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43205.484375 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -43205.48 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43402.070312 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -43402.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43475.167969 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -43475.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43508.890625 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43508.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43557.546875 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -43557.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43604.148438 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43604.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43673.949219 Penalty: 598.458740
	Iteration 6F: 3 clusters Score -43673.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43768.042969 Penalty: 598.458740
	Iteration 7F: 3 clusters Score -43768.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43801.804688 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43801.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43826.992188 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43826.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43840.226562 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43840.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43847.722656 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43847.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43855.164062 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43855.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43864.281250 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43864.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43869.121094 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43869.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43873.007812 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43873.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43876.148438 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43876.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43881.035156 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -43881.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43884.183594 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -43884.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43885.785156 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -43885.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43886.679688 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -43886.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43886.886719 Penalty: 598.458740
	Iteration 21Q: 3 clusters Score -43886.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43887.199219 Penalty: 598.458740
	Iteration 22Q: 3 clusters Score -43887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43887.367188 Penalty: 598.458740
	Iteration 23Q: 3 clusters Score -43887.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43887.816406 Penalty: 598.458740
	Iteration 24Q: 3 clusters Score -43887.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43888.316406 Penalty: 598.458740
	Iteration 25Q: 3 clusters Score -43888.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43888.316406 Penalty: 598.458740
	Iteration 26F: 3 clusters Score -43888.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 409 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 309 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290012.000000 Penalty: 37422.929688
Splitting cluster 41 changes total score from -53290504.000000 to -53290012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11949.367188 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11949.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11685.319336 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11685.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11764.291016 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11764.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11802.597656 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -11802.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11843.558594 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -11843.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11865.734375 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -11865.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11880.613281 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -11880.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11881.208008 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -11881.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -11881.208008 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -11881.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -15630.126953 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -15630.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15201.581055 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -15201.58 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15418.137695 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -15418.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15527.035156 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -15527.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15584.162109 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -15584.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15626.430664 Penalty: 555.941528
	Iteration 4F: 3 clusters Score -15626.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15658.598633 Penalty: 555.941528
	Iteration 5F: 3 clusters Score -15658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15677.054688 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -15677.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15693.234375 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -15693.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15698.864258 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -15698.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15702.989258 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -15702.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15707.473633 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -15707.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15708.288086 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -15708.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15709.562500 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -15709.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15709.562500 Penalty: 555.941528
	Iteration 13F: 3 clusters Score -15709.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 162 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 288 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289944.000000 Penalty: 37422.929688
Splitting cluster 43 changes total score from -53290504.000000 to -53289944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -20321.759766 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -20321.76 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 163 members 
Entering Unmasked Estep 
Score: -19923.320312 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19923.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20038.251953 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -20038.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20072.726562 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -20072.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20123.826172 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -20123.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20158.568359 Penalty: 530.434082
	Iteration 4F: 3 clusters Score -20158.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20180.257812 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -20180.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20198.882812 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -20198.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20209.845703 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -20209.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20222.541016 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -20222.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20247.466797 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -20247.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20272.068359 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -20272.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20293.759766 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -20293.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20298.353516 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -20298.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20302.107422 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -20302.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20307.431641 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -20307.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20310.333984 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -20310.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20310.656250 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -20310.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20313.316406 Penalty: 530.434082
	Iteration 17Q: 3 clusters Score -20313.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20316.345703 Penalty: 530.434082
	Iteration 18Q: 3 clusters Score -20316.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20316.781250 Penalty: 530.434082
	Iteration 19Q: 3 clusters Score -20316.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20318.021484 Penalty: 530.434082
	Iteration 20F: 3 clusters Score -20318.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20318.927734 Penalty: 530.434082
	Iteration 21Q: 3 clusters Score -20318.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20318.927734 Penalty: 530.434082
	Iteration 22F: 3 clusters Score -20318.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -124765.906250 Penalty: 345.977356
	Iteration 0F: 2 clusters Score -124765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -123314.648438 Penalty: 691.954712
	Iteration 0F: 3 clusters Score -123314.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -123789.015625 Penalty: 691.954712
	Iteration 1F: 3 clusters Score -123789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -123864.945312 Penalty: 691.954712
	Iteration 2F: 3 clusters Score -123864.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -123941.218750 Penalty: 691.954712
	Iteration 3F: 3 clusters Score -123941.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -124035.179688 Penalty: 691.954712
	Iteration 4F: 3 clusters Score -124035.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -124144.054688 Penalty: 691.954712
	Iteration 5F: 3 clusters Score -124144.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -124265.984375 Penalty: 691.954712
	Iteration 6F: 3 clusters Score -124266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -124384.414062 Penalty: 691.954712
	Iteration 7F: 3 clusters Score -124384.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -124461.835938 Penalty: 691.954712
	Iteration 8Q: 3 clusters Score -124461.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -124505.382812 Penalty: 691.954712
	Iteration 9Q: 3 clusters Score -124505.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -124524.851562 Penalty: 691.954712
	Iteration 10Q: 3 clusters Score -124524.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -124535.968750 Penalty: 691.954712
	Iteration 11Q: 3 clusters Score -124536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -124540.406250 Penalty: 691.954712
	Iteration 12Q: 3 clusters Score -124540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -124541.476562 Penalty: 691.954712
	Iteration 13Q: 3 clusters Score -124541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -124542.320312 Penalty: 691.954712
	Iteration 14Q: 3 clusters Score -124542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -124543.570312 Penalty: 691.954712
	Iteration 15Q: 3 clusters Score -124543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -124545.085938 Penalty: 691.954712
	Iteration 16Q: 3 clusters Score -124545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -124545.554688 Penalty: 691.954712
	Iteration 17Q: 3 clusters Score -124545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -124545.554688 Penalty: 691.954712
	Iteration 18F: 3 clusters Score -124545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -16142.822266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -16142.82 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 145 members 
Entering Unmasked Estep 
Score: -15822.857422 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -15822.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16100.785156 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -16100.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16211.065430 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -16211.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16266.286133 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -16266.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16286.484375 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -16286.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16308.076172 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -16308.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16326.314453 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -16326.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16332.725586 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -16332.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16336.373047 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -16336.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16341.663086 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -16341.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16341.663086 Penalty: 515.012878
	Iteration 10F: 3 clusters Score -16341.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 140 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 147 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290072.000000 Penalty: 37422.929688
Splitting cluster 46 changes total score from -53290504.000000 to -53290072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -91250.046875 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91250.05 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -91647.765625 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91647.77 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -91772.375000 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91772.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -91867.101562 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -91867.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -91927.007812 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -91927.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -91971.812500 Penalty: 661.661743
	Iteration 5Q: 3 clusters Score -91971.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -92022.875000 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -92022.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -92055.882812 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92055.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -92082.328125 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92082.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92129.085938 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92129.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -92187.429688 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92187.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -92233.554688 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92233.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -92290.710938 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92290.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -92315.914062 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -92315.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -92332.437500 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -92332.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92344.242188 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -92344.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -92350.351562 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -92350.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -92352.546875 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -92352.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92352.804688 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -92352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -92353.132812 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -92353.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -92353.132812 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -92353.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 731 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 707 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289884.000000 Penalty: 37422.929688
Splitting cluster 47 changes total score from -53290504.000000 to -53289884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -386274.187500 Penalty: 398.098389
	Iteration 0F: 2 clusters Score -386274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -382048.062500 Penalty: 796.196777
	Iteration 0F: 3 clusters Score -382048.1 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -383614.000000 Penalty: 796.196777
	Iteration 1F: 3 clusters Score -383614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -383707.468750 Penalty: 796.196777
	Iteration 2Q: 3 clusters Score -383707.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -383800.531250 Penalty: 796.196777
	Iteration 3Q: 3 clusters Score -383800.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -383899.281250 Penalty: 796.196777
	Iteration 4Q: 3 clusters Score -383899.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -384022.875000 Penalty: 796.196777
	Iteration 5Q: 3 clusters Score -384022.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -384225.687500 Penalty: 796.196777
	Iteration 6Q: 3 clusters Score -384225.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -384511.875000 Penalty: 796.196777
	Iteration 7F: 3 clusters Score -384511.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -384757.562500 Penalty: 796.196777
	Iteration 8F: 3 clusters Score -384757.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -384877.062500 Penalty: 796.196777
	Iteration 9Q: 3 clusters Score -384877.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -384929.406250 Penalty: 796.196777
	Iteration 10Q: 3 clusters Score -384929.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -384953.062500 Penalty: 796.196777
	Iteration 11Q: 3 clusters Score -384953.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -384971.625000 Penalty: 796.196777
	Iteration 12Q: 3 clusters Score -384971.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -384992.031250 Penalty: 796.196777
	Iteration 13Q: 3 clusters Score -384992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -385013.406250 Penalty: 796.196777
	Iteration 14Q: 3 clusters Score -385013.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -385030.687500 Penalty: 796.196777
	Iteration 15Q: 3 clusters Score -385030.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -385041.718750 Penalty: 796.196777
	Iteration 16Q: 3 clusters Score -385041.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -385052.718750 Penalty: 796.196777
	Iteration 17Q: 3 clusters Score -385052.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -385070.031250 Penalty: 796.196777
	Iteration 18Q: 3 clusters Score -385070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -385090.031250 Penalty: 796.196777
	Iteration 19Q: 3 clusters Score -385090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -385110.562500 Penalty: 796.196777
	Iteration 20F: 3 clusters Score -385110.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -385134.437500 Penalty: 796.196777
	Iteration 21Q: 3 clusters Score -385134.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -385160.843750 Penalty: 796.196777
	Iteration 22Q: 3 clusters Score -385160.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -385186.125000 Penalty: 796.196777
	Iteration 23Q: 3 clusters Score -385186.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -385205.406250 Penalty: 796.196777
	Iteration 24Q: 3 clusters Score -385205.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -385228.875000 Penalty: 796.196777
	Iteration 25Q: 3 clusters Score -385228.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -385251.937500 Penalty: 796.196777
	Iteration 26Q: 3 clusters Score -385251.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -385280.000000 Penalty: 796.196777
	Iteration 27Q: 3 clusters Score -385280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -385327.218750 Penalty: 796.196777
	Iteration 28Q: 3 clusters Score -385327.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -385395.781250 Penalty: 796.196777
	Iteration 29Q: 3 clusters Score -385395.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -385499.843750 Penalty: 796.196777
	Iteration 30Q: 3 clusters Score -385499.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -385629.156250 Penalty: 796.196777
	Iteration 31Q: 3 clusters Score -385629.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -385786.375000 Penalty: 796.196777
	Iteration 32Q: 3 clusters Score -385786.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -385944.218750 Penalty: 796.196777
	Iteration 33Q: 3 clusters Score -385944.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -386056.812500 Penalty: 796.196777
	Iteration 34Q: 3 clusters Score -386056.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -386116.093750 Penalty: 796.196777
	Iteration 35Q: 3 clusters Score -386116.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -386138.437500 Penalty: 796.196777
	Iteration 36Q: 3 clusters Score -386138.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -386143.968750 Penalty: 796.196777
	Iteration 37Q: 3 clusters Score -386144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -386148.156250 Penalty: 796.196777
	Iteration 38Q: 3 clusters Score -386148.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -386152.187500 Penalty: 796.196777
	Iteration 39Q: 3 clusters Score -386152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -386173.125000 Penalty: 796.196777
	Iteration 40F: 3 clusters Score -386173.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -386180.468750 Penalty: 796.196777
	Iteration 41Q: 3 clusters Score -386180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -386182.125000 Penalty: 796.196777
	Iteration 42Q: 3 clusters Score -386182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -386182.500000 Penalty: 796.196777
	Iteration 43Q: 3 clusters Score -386182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -386182.625000 Penalty: 796.196777
	Iteration 44Q: 3 clusters Score -386182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -386183.218750 Penalty: 796.196777
	Iteration 45Q: 3 clusters Score -386183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -386183.437500 Penalty: 796.196777
	Iteration 46Q: 3 clusters Score -386183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -386184.218750 Penalty: 796.196777
	Iteration 47Q: 3 clusters Score -386184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -386184.531250 Penalty: 796.196777
	Iteration 48Q: 3 clusters Score -386184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -386184.750000 Penalty: 796.196777
	Iteration 49Q: 3 clusters Score -386184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -386184.750000 Penalty: 796.196777
	Iteration 50Q: 3 clusters Score -386184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -386184.750000 Penalty: 796.196777
	Iteration 51F: 3 clusters Score -386184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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 73 members 
Entering Unmasked Estep 
Score: -7562.644531 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7562.645 nChanged 42
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: -7598.700684 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7598.701 nChanged 5
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: -7608.637207 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7608.637 nChanged 3
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: -7610.251953 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7610.252 nChanged 1
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: -7610.469238 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7610.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7611.348633 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7611.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7611.348633 Penalty: 452.882751
	Iteration 6F: 3 clusters Score -7611.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 87 members 
Entering Unmasked Estep 
Score: -9557.533203 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9557.533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9710.924805 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9710.925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9846.760742 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9846.761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9868.307617 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -9868.308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9872.500977 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -9872.501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9883.260742 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9883.261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9890.715820 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9890.716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9896.233398 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -9896.233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9898.899414 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -9898.899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9898.899414 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -9898.899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 70 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 98 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289964.000000 Penalty: 37422.929688
Splitting cluster 50 changes total score from -53290504.000000 to -53289964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9191.981 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 92 members 
Entering Unmasked Estep 
Score: -8941.066406 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8941.066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9073.867188 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -9073.867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9105.785156 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -9105.785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9146.975586 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -9146.976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9239.014648 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -9239.015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8951.541992 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -8951.542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9238.160156 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -9238.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9258.336914 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -9258.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9262.949219 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -9262.949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9278.706055 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -9278.706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9266.815430 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -9266.815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -9276.270508 Penalty: 474.063232
	Iteration 11Q: 3 clusters Score -9276.271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -950.217712 Penalty: 237.031616
	Iteration 12Q: 2 clusters Score -950.2177 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 13F: 2 clusters Score -9191.981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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: -16181.126953 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16181.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16255.534180 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16255.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16288.621094 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16288.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16310.330078 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16310.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16326.827148 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16326.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16340.342773 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16340.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16343.870117 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16343.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16347.509766 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16347.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16351.416992 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16351.42 nChanged 3
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: -16357.334961 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16357.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16358.127930 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16358.13 nChanged 1
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: -16358.693359 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16358.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16362.422852 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -16362.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16367.006836 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -16367.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16374.288086 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -16374.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16382.089844 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -16382.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16391.289062 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -16391.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16401.462891 Penalty: 507.066010
	Iteration 17Q: 3 clusters Score -16401.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16410.564453 Penalty: 507.066010
	Iteration 18Q: 3 clusters Score -16410.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16419.712891 Penalty: 507.066010
	Iteration 19Q: 3 clusters Score -16419.71 nChanged 5
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: -16428.617188 Penalty: 507.066010
	Iteration 20F: 3 clusters Score -16428.62 nChanged 5
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: -16433.919922 Penalty: 507.066010
	Iteration 21Q: 3 clusters Score -16433.92 nChanged 2
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: -16435.880859 Penalty: 507.066010
	Iteration 22Q: 3 clusters Score -16435.88 nChanged 1
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: -16436.884766 Penalty: 507.066010
	Iteration 23Q: 3 clusters Score -16436.88 nChanged 0
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: -16436.884766 Penalty: 507.066010
	Iteration 24F: 3 clusters Score -16436.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -18602.240234 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -18602.24 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 185 members 
Entering Unmasked Estep 
Score: -18224.035156 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18224.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18413.802734 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18413.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18530.251953 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -18530.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18602.226562 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -18602.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18632.412109 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -18632.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18649.855469 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -18649.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18658.662109 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -18658.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18667.091797 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -18667.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18677.521484 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -18677.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18688.941406 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -18688.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18699.777344 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -18699.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18710.791016 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -18710.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18722.392578 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -18722.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18727.177734 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -18727.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18730.029297 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -18730.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18733.292969 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -18733.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18733.292969 Penalty: 540.555603
	Iteration 16F: 3 clusters Score -18733.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 181 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 199 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290116.000000 Penalty: 37422.929688
Splitting cluster 53 changes total score from -53290504.000000 to -53290116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -91741.562500 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91741.56 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -92294.476562 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92294.48 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -92500.375000 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92500.38 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -92604.648438 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92604.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -92703.734375 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92703.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -92767.843750 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -92767.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92800.773438 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92800.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92827.296875 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92827.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -92849.617188 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92849.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92876.546875 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92876.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92889.750000 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92889.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92902.031250 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92902.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92911.335938 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92911.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92919.281250 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92919.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92922.671875 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92922.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92918.945312 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92918.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92924.476562 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92924.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92923.820312 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92923.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92928.617188 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92928.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92930.789062 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -92930.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92931.750000 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -92931.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92930.429688 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -92930.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92930.429688 Penalty: 665.077393
	Iteration 22F: 3 clusters Score -92930.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 950 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 543 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290064.000000 Penalty: 37422.929688
Splitting cluster 54 changes total score from -53290504.000000 to -53290064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -7958.870117 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -7958.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7700.401855 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -7700.402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7814.470215 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -7814.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7913.067871 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -7913.068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7945.272461 Penalty: 472.559082
	Iteration 3F: 3 clusters Score -7945.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7954.752441 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -7954.752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7961.399414 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -7961.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7967.700195 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -7967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7967.700195 Penalty: 472.559082
	Iteration 7F: 3 clusters Score -7967.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 69 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289908.000000 Penalty: 37422.929688
Splitting cluster 55 changes total score from -53290504.000000 to -53289908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21989.845703 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21989.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21596.910156 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -21596.91 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21776.099609 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21776.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21860.984375 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21860.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21899.144531 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -21899.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21942.226562 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -21942.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21974.162109 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -21974.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21992.132812 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -21992.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21996.236328 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -21996.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22000.164062 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -22000.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22002.527344 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -22002.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22005.582031 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -22005.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22007.720703 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -22007.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22007.720703 Penalty: 538.128784
	Iteration 12F: 3 clusters Score -22007.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 234 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 136 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53289960.000000 Penalty: 37422.929688
Splitting cluster 56 changes total score from -53290504.000000 to -53289960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (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: -32974.164062 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -32974.16 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 259 members 
Entering Unmasked Estep 
Score: -32489.378906 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -32489.38 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32720.509766 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -32720.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32781.925781 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -32781.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32808.632812 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -32808.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32824.539062 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -32824.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32844.347656 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32844.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32855.996094 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32858.796875 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32863.273438 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32863.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32866.210938 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32866.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32866.664062 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32866.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32866.664062 Penalty: 569.098450
	Iteration 11F: 3 clusters Score -32866.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -14890.679688 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14890.68 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 149 members 
Entering Unmasked Estep 
Score: -14599.993164 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -14599.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14922.921875 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14922.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15000.777344 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -15000.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15027.368164 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -15027.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15041.081055 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -15041.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15059.750977 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -15059.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15082.427734 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -15082.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15085.760742 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -15085.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15088.049805 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -15088.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15095.958984 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -15095.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15108.718750 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -15108.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15109.824219 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -15109.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15109.824219 Penalty: 511.785614
	Iteration 12F: 3 clusters Score -15109.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 211 members 
Mstep: Class 59 contains 66 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290108.000000 Penalty: 37422.929688
Splitting cluster 59 changes total score from -53290504.000000 to -53290108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 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 387 members 
Entering Unmasked Estep 
Score: -50478.191406 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50478.19 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50700.875000 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50700.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50776.593750 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50776.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50831.808594 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50831.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50869.914062 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50869.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50902.210938 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50902.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50927.589844 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50927.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50953.269531 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50953.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51005.519531 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -51005.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51037.234375 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -51037.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51063.394531 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -51063.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51073.144531 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -51073.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51078.730469 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -51078.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51081.847656 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -51081.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51083.914062 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -51083.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51090.074219 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -51090.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51093.613281 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -51093.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51096.195312 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -51096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51096.781250 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -51096.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51096.781250 Penalty: 605.762085
	Iteration 19F: 3 clusters Score -51096.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101968 members 
Mstep: Class 6 contains 83212 members 
Mstep: Class 7 contains 80473 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88147 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85163 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 88552 members 
Mstep: Class 18 contains 64131 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 87962 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1578 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6307 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290364.000000 Penalty: 36799.214844
Iteration 359Q: 60 clusters Score -5.329036e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101787 members 
Mstep: Class 6 contains 83343 members 
Mstep: Class 7 contains 80603 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82566 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88034 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 85195 members 
Mstep: Class 14 contains 84659 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 88912 members 
Mstep: Class 18 contains 63892 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 87935 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2007 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6308 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290660.000000 Penalty: 36799.214844
Iteration 360F: 60 clusters Score -5.329066e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101647 members 
Mstep: Class 6 contains 83460 members 
Mstep: Class 7 contains 80347 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82469 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87990 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 85205 members 
Mstep: Class 14 contains 84654 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 89476 members 
Mstep: Class 18 contains 63595 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 87915 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1600 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2010 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6316 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290620.000000 Penalty: 36799.214844
Iteration 361Q: 60 clusters Score -5.329062e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101512 members 
Mstep: Class 6 contains 83578 members 
Mstep: Class 7 contains 80016 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82371 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88054 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 85322 members 
Mstep: Class 14 contains 84642 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 89890 members 
Mstep: Class 18 contains 63286 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 87912 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2014 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6324 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290580.000000 Penalty: 36799.214844
Iteration 362Q: 60 clusters Score -5.329058e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101463 members 
Mstep: Class 6 contains 83650 members 
Mstep: Class 7 contains 79764 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82334 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88138 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 85428 members 
Mstep: Class 14 contains 84656 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 90066 members 
Mstep: Class 18 contains 62950 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 87932 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1614 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2013 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6328 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290780.000000 Penalty: 36799.214844
Iteration 363Q: 60 clusters Score -5.329078e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101411 members 
Mstep: Class 6 contains 83709 members 
Mstep: Class 7 contains 79562 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82235 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88234 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 85529 members 
Mstep: Class 14 contains 84689 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 90217 members 
Mstep: Class 18 contains 62563 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 2707 members 
Mstep: Class 21 contains 87996 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2012 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6337 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290328.000000 Penalty: 36799.214844
Iteration 364Q: 60 clusters Score -5.329033e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101324 members 
Mstep: Class 6 contains 83732 members 
Mstep: Class 7 contains 79523 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82190 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88331 members 
Mstep: Class 12 contains 1770 members 
Mstep: Class 13 contains 85635 members 
Mstep: Class 14 contains 84728 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3777 members 
Mstep: Class 17 contains 90276 members 
Mstep: Class 18 contains 62181 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 88031 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1633 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2010 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6339 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290332.000000 Penalty: 36799.214844
Iteration 365Q: 60 clusters Score -5.329033e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101207 members 
Mstep: Class 6 contains 83760 members 
Mstep: Class 7 contains 79493 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82133 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88394 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 85762 members 
Mstep: Class 14 contains 84762 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 90317 members 
Mstep: Class 18 contains 61839 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 88045 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1056 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1642 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2007 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6341 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290224.000000 Penalty: 36799.214844
Iteration 366Q: 60 clusters Score -5.329022e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101115 members 
Mstep: Class 6 contains 83804 members 
Mstep: Class 7 contains 79432 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82034 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88487 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 85899 members 
Mstep: Class 14 contains 84775 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 90358 members 
Mstep: Class 18 contains 61513 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 88041 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1657 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2005 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6346 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290100.000000 Penalty: 36799.214844
Iteration 367Q: 60 clusters Score -5.32901e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101046 members 
Mstep: Class 6 contains 83865 members 
Mstep: Class 7 contains 79357 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81979 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88510 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 86025 members 
Mstep: Class 14 contains 84759 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 90397 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 3147 members 
Mstep: Class 21 contains 88096 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1070 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1668 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2006 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6344 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290004.000000 Penalty: 36799.214844
Iteration 368Q: 60 clusters Score -5.329e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100979 members 
Mstep: Class 6 contains 83920 members 
Mstep: Class 7 contains 79346 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81977 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88574 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 86108 members 
Mstep: Class 14 contains 84729 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 17 contains 90405 members 
Mstep: Class 18 contains 60793 members 
Mstep: Class 19 contains 3838 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 88158 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 142 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2004 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6352 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290136.000000 Penalty: 36799.214844
Iteration 369Q: 60 clusters Score -5.329014e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100898 members 
Mstep: Class 6 contains 83943 members 
Mstep: Class 7 contains 79343 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81960 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88607 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 86123 members 
Mstep: Class 14 contains 84727 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 90482 members 
Mstep: Class 18 contains 60381 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 88276 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2004 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6354 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290236.000000 Penalty: 36799.214844
Iteration 370Q: 60 clusters Score -5.329024e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100848 members 
Mstep: Class 6 contains 83956 members 
Mstep: Class 7 contains 79393 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81919 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88632 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 86151 members 
Mstep: Class 14 contains 84731 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 90519 members 
Mstep: Class 18 contains 59954 members 
Mstep: Class 19 contains 4108 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 88422 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2007 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6363 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290224.000000 Penalty: 36799.214844
Iteration 371Q: 60 clusters Score -5.329022e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100793 members 
Mstep: Class 6 contains 83974 members 
Mstep: Class 7 contains 79432 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81891 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88650 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 86189 members 
Mstep: Class 14 contains 84777 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 90547 members 
Mstep: Class 18 contains 59513 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 88545 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2011 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6377 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290404.000000 Penalty: 36799.214844
Iteration 372Q: 60 clusters Score -5.32904e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100723 members 
Mstep: Class 6 contains 84008 members 
Mstep: Class 7 contains 79440 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88638 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 86232 members 
Mstep: Class 14 contains 84831 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 90572 members 
Mstep: Class 18 contains 59074 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 3747 members 
Mstep: Class 21 contains 88695 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2018 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6391 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290332.000000 Penalty: 36799.214844
Iteration 373Q: 60 clusters Score -5.329033e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100666 members 
Mstep: Class 6 contains 84045 members 
Mstep: Class 7 contains 79476 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88573 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 86234 members 
Mstep: Class 14 contains 84878 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 90614 members 
Mstep: Class 18 contains 58605 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 20 contains 3843 members 
Mstep: Class 21 contains 88893 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1140 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1671 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2030 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6404 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290460.000000 Penalty: 36799.214844
Iteration 374Q: 60 clusters Score -5.329046e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100650 members 
Mstep: Class 6 contains 84117 members 
Mstep: Class 7 contains 79472 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81868 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88500 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 86204 members 
Mstep: Class 14 contains 84932 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3586 members 
Mstep: Class 17 contains 90693 members 
Mstep: Class 18 contains 58156 members 
Mstep: Class 19 contains 4657 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 89076 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1162 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2035 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6409 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290564.000000 Penalty: 36799.214844
Iteration 375Q: 60 clusters Score -5.329056e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100637 members 
Mstep: Class 6 contains 84202 members 
Mstep: Class 7 contains 79443 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81845 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88444 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 86183 members 
Mstep: Class 14 contains 84990 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3558 members 
Mstep: Class 17 contains 90766 members 
Mstep: Class 18 contains 57715 members 
Mstep: Class 19 contains 4804 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 89235 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2043 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6414 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290408.000000 Penalty: 36799.214844
Iteration 376Q: 60 clusters Score -5.329041e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100608 members 
Mstep: Class 6 contains 84268 members 
Mstep: Class 7 contains 79423 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81811 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88432 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 86191 members 
Mstep: Class 14 contains 85071 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 90792 members 
Mstep: Class 18 contains 57251 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 89394 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2041 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6421 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290564.000000 Penalty: 36799.214844
Iteration 377Q: 60 clusters Score -5.329056e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100615 members 
Mstep: Class 6 contains 84329 members 
Mstep: Class 7 contains 79386 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81803 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88414 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 86150 members 
Mstep: Class 14 contains 85141 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 90824 members 
Mstep: Class 18 contains 56761 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 89596 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2034 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6425 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290560.000000 Penalty: 36799.214844
Iteration 378Q: 60 clusters Score -5.329056e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100626 members 
Mstep: Class 6 contains 84366 members 
Mstep: Class 7 contains 79363 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81803 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88446 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 86211 members 
Mstep: Class 14 contains 85158 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 90849 members 
Mstep: Class 18 contains 56256 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 4289 members 
Mstep: Class 21 contains 89771 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2032 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6415 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290908.000000 Penalty: 36799.214844
Iteration 379Q: 60 clusters Score -5.329091e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100653 members 
Mstep: Class 6 contains 84396 members 
Mstep: Class 7 contains 79420 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81799 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88510 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 86266 members 
Mstep: Class 14 contains 85147 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 90843 members 
Mstep: Class 18 contains 55699 members 
Mstep: Class 19 contains 5343 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 89961 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1249 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1684 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2033 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6403 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290924.000000 Penalty: 36799.214844
Iteration 380F: 60 clusters Score -5.329092e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100672 members 
Mstep: Class 6 contains 84442 members 
Mstep: Class 7 contains 79460 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81813 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88540 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 86249 members 
Mstep: Class 14 contains 85146 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3430 members 
Mstep: Class 17 contains 90878 members 
Mstep: Class 18 contains 55148 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 21 contains 90165 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1674 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2032 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6391 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291108.000000 Penalty: 36799.214844
Iteration 381Q: 60 clusters Score -5.329111e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100651 members 
Mstep: Class 6 contains 84485 members 
Mstep: Class 7 contains 79506 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81894 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88577 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 86214 members 
Mstep: Class 14 contains 85160 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 90870 members 
Mstep: Class 18 contains 54596 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 4524 members 
Mstep: Class 21 contains 90387 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2038 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6376 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291220.000000 Penalty: 36799.214844
Iteration 382Q: 60 clusters Score -5.329122e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100629 members 
Mstep: Class 6 contains 84501 members 
Mstep: Class 7 contains 79608 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 81961 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88608 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 86191 members 
Mstep: Class 14 contains 85177 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 17 contains 90921 members 
Mstep: Class 18 contains 54038 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 90600 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1659 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2037 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6354 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291196.000000 Penalty: 36799.214844
Iteration 383Q: 60 clusters Score -5.32912e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100621 members 
Mstep: Class 6 contains 84517 members 
Mstep: Class 7 contains 79749 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82043 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88625 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 86178 members 
Mstep: Class 14 contains 85177 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 90943 members 
Mstep: Class 18 contains 53540 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 90747 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2036 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6320 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291504.000000 Penalty: 36799.214844
Iteration 384Q: 60 clusters Score -5.32915e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100587 members 
Mstep: Class 6 contains 84543 members 
Mstep: Class 7 contains 79801 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82137 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88618 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 86160 members 
Mstep: Class 14 contains 85235 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3313 members 
Mstep: Class 17 contains 91001 members 
Mstep: Class 18 contains 53096 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 4658 members 
Mstep: Class 21 contains 90862 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1633 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2028 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6290 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291572.000000 Penalty: 36799.214844
Iteration 385Q: 60 clusters Score -5.329157e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100558 members 
Mstep: Class 6 contains 84581 members 
Mstep: Class 7 contains 79828 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82217 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88653 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 86169 members 
Mstep: Class 14 contains 85266 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 91078 members 
Mstep: Class 18 contains 52664 members 
Mstep: Class 19 contains 6308 members 
Mstep: Class 20 contains 4691 members 
Mstep: Class 21 contains 90917 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1295 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1627 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6247 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291452.000000 Penalty: 36799.214844
Iteration 386Q: 60 clusters Score -5.329145e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100537 members 
Mstep: Class 6 contains 84583 members 
Mstep: Class 7 contains 79824 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82270 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88701 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 86175 members 
Mstep: Class 14 contains 85302 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 91166 members 
Mstep: Class 18 contains 52298 members 
Mstep: Class 19 contains 6449 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 90961 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1311 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1614 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2024 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6210 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291360.000000 Penalty: 36799.214844
Iteration 387Q: 60 clusters Score -5.329136e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100529 members 
Mstep: Class 6 contains 84634 members 
Mstep: Class 7 contains 79791 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82304 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88750 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 86200 members 
Mstep: Class 14 contains 85368 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 91203 members 
Mstep: Class 18 contains 51977 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4760 members 
Mstep: Class 21 contains 90957 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1324 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6168 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291396.000000 Penalty: 36799.214844
Iteration 388Q: 60 clusters Score -5.32914e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100541 members 
Mstep: Class 6 contains 84697 members 
Mstep: Class 7 contains 79733 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82321 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88800 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 86257 members 
Mstep: Class 14 contains 85373 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 91192 members 
Mstep: Class 18 contains 51670 members 
Mstep: Class 19 contains 6741 members 
Mstep: Class 20 contains 4789 members 
Mstep: Class 21 contains 91018 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2026 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6140 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291476.000000 Penalty: 36799.214844
Iteration 389Q: 60 clusters Score -5.329148e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100545 members 
Mstep: Class 6 contains 84722 members 
Mstep: Class 7 contains 79709 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82336 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88838 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 86334 members 
Mstep: Class 14 contains 85399 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 91149 members 
Mstep: Class 18 contains 51371 members 
Mstep: Class 19 contains 6895 members 
Mstep: Class 20 contains 4828 members 
Mstep: Class 21 contains 91066 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2027 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6112 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291384.000000 Penalty: 36799.214844
Iteration 390Q: 60 clusters Score -5.329138e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100567 members 
Mstep: Class 6 contains 84730 members 
Mstep: Class 7 contains 79784 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82348 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88880 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 86378 members 
Mstep: Class 14 contains 85435 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 91057 members 
Mstep: Class 18 contains 51059 members 
Mstep: Class 19 contains 7060 members 
Mstep: Class 20 contains 4860 members 
Mstep: Class 21 contains 91093 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1593 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2030 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6081 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291184.000000 Penalty: 36799.214844
Iteration 391Q: 60 clusters Score -5.329118e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100587 members 
Mstep: Class 6 contains 84731 members 
Mstep: Class 7 contains 79826 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82384 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88912 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 86383 members 
Mstep: Class 14 contains 85482 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 91019 members 
Mstep: Class 18 contains 50790 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 4878 members 
Mstep: Class 21 contains 91093 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1371 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1587 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2031 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6053 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291060.000000 Penalty: 36799.214844
Iteration 392Q: 60 clusters Score -5.329106e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100595 members 
Mstep: Class 6 contains 84732 members 
Mstep: Class 7 contains 79909 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82419 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88928 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 86365 members 
Mstep: Class 14 contains 85520 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 90997 members 
Mstep: Class 18 contains 50550 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 4884 members 
Mstep: Class 21 contains 91108 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1382 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1583 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2030 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 6026 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290948.000000 Penalty: 36799.214844
Iteration 393Q: 60 clusters Score -5.329095e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100613 members 
Mstep: Class 6 contains 84750 members 
Mstep: Class 7 contains 79966 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82461 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88936 members 
Mstep: Class 12 contains 1898 members 
Mstep: Class 13 contains 86344 members 
Mstep: Class 14 contains 85482 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 91051 members 
Mstep: Class 18 contains 50335 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 4886 members 
Mstep: Class 21 contains 91101 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1579 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5990 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290848.000000 Penalty: 36799.214844
Iteration 394Q: 60 clusters Score -5.329085e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100637 members 
Mstep: Class 6 contains 84779 members 
Mstep: Class 7 contains 80005 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82528 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88899 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 86315 members 
Mstep: Class 14 contains 85434 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 91117 members 
Mstep: Class 18 contains 50135 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 4880 members 
Mstep: Class 21 contains 91080 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2031 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5969 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290900.000000 Penalty: 36799.214844
Iteration 395Q: 60 clusters Score -5.32909e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100707 members 
Mstep: Class 6 contains 84789 members 
Mstep: Class 7 contains 80041 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82622 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88866 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 86336 members 
Mstep: Class 14 contains 85358 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 91114 members 
Mstep: Class 18 contains 49930 members 
Mstep: Class 19 contains 7753 members 
Mstep: Class 20 contains 4888 members 
Mstep: Class 21 contains 91081 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1441 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2031 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5946 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290940.000000 Penalty: 36799.214844
Iteration 396Q: 60 clusters Score -5.329094e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100747 members 
Mstep: Class 6 contains 84796 members 
Mstep: Class 7 contains 80066 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82688 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88859 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 86355 members 
Mstep: Class 14 contains 85317 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 91071 members 
Mstep: Class 18 contains 49742 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 4893 members 
Mstep: Class 21 contains 91097 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2027 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5921 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291096.000000 Penalty: 36799.214844
Iteration 397Q: 60 clusters Score -5.32911e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100785 members 
Mstep: Class 6 contains 84834 members 
Mstep: Class 7 contains 80033 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82739 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88867 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85299 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 91126 members 
Mstep: Class 18 contains 49562 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 91098 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1482 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5892 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291092.000000 Penalty: 36799.214844
Iteration 398Q: 60 clusters Score -5.329109e+07 nChanged 2429
Entering ConstructFrom: 
Score: -53291092.000000 Penalty: 36799.214844
Entering ConstructFrom: 
Trying to split cluster 1 (6880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Entering Unmasked Estep 
Score: -449326.968750 Penalty: 402.055023
	Iteration 0F: 2 clusters Score -449327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -444674.406250 Penalty: 804.110046
	Iteration 0F: 3 clusters Score -444674.4 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -446527.031250 Penalty: 804.110046
	Iteration 1F: 3 clusters Score -446527 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -446682.812500 Penalty: 804.110046
	Iteration 2F: 3 clusters Score -446682.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -446920.281250 Penalty: 804.110046
	Iteration 3F: 3 clusters Score -446920.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -447270.187500 Penalty: 804.110046
	Iteration 4F: 3 clusters Score -447270.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -447716.781250 Penalty: 804.110046
	Iteration 5F: 3 clusters Score -447716.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -448146.375000 Penalty: 804.110046
	Iteration 6F: 3 clusters Score -448146.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -448471.031250 Penalty: 804.110046
	Iteration 7Q: 3 clusters Score -448471 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -448681.875000 Penalty: 804.110046
	Iteration 8Q: 3 clusters Score -448681.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -448784.562500 Penalty: 804.110046
	Iteration 9Q: 3 clusters Score -448784.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -448840.531250 Penalty: 804.110046
	Iteration 10Q: 3 clusters Score -448840.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -448875.312500 Penalty: 804.110046
	Iteration 11Q: 3 clusters Score -448875.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -448894.937500 Penalty: 804.110046
	Iteration 12Q: 3 clusters Score -448894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -448908.718750 Penalty: 804.110046
	Iteration 13Q: 3 clusters Score -448908.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -448928.968750 Penalty: 804.110046
	Iteration 14Q: 3 clusters Score -448929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -448947.812500 Penalty: 804.110046
	Iteration 15Q: 3 clusters Score -448947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -448955.593750 Penalty: 804.110046
	Iteration 16Q: 3 clusters Score -448955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -448967.437500 Penalty: 804.110046
	Iteration 17Q: 3 clusters Score -448967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -448973.781250 Penalty: 804.110046
	Iteration 18Q: 3 clusters Score -448973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -448979.187500 Penalty: 804.110046
	Iteration 19Q: 3 clusters Score -448979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -448982.531250 Penalty: 804.110046
	Iteration 20F: 3 clusters Score -448982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -448982.656250 Penalty: 804.110046
	Iteration 21Q: 3 clusters Score -448982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -448983.125000 Penalty: 804.110046
	Iteration 22Q: 3 clusters Score -448983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -448983.375000 Penalty: 804.110046
	Iteration 23Q: 3 clusters Score -448983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -448984.906250 Penalty: 804.110046
	Iteration 24Q: 3 clusters Score -448984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -448984.906250 Penalty: 804.110046
	Iteration 25F: 3 clusters Score -448984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -8388.916992 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -8388.917 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 187 members 
Entering Unmasked Estep 
Score: -8097.589844 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -8097.59 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8404.981445 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -8404.981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8456.161133 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -8456.161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8466.242188 Penalty: 543.152405
	Iteration 3Q: 3 clusters Score -8466.242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8468.174805 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -8468.175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8468.434570 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -8468.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8468.434570 Penalty: 543.152405
	Iteration 6F: 3 clusters Score -8468.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 283 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 108 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290640.000000 Penalty: 37422.929688
Splitting cluster 2 changes total score from -53291092.000000 to -53290640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -73767.765625 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73767.77 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -74084.289062 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74084.29 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74152.187500 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74152.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74210.101562 Penalty: 641.797607
	Iteration 3F: 3 clusters Score -74210.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74271.843750 Penalty: 641.797607
	Iteration 4Q: 3 clusters Score -74271.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74357.023438 Penalty: 641.797607
	Iteration 5F: 3 clusters Score -74357.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74416.742188 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -74416.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74482.828125 Penalty: 641.797607
	Iteration 7Q: 3 clusters Score -74482.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74537.703125 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74537.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74610.718750 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74610.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74670.492188 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74670.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74693.859375 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74693.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74702.406250 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74702.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74706.226562 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74706.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74710.671875 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74710.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74714.539062 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74714.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74716.578125 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74716.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74719.257812 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74719.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74721.343750 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -74721.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74723.203125 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -74723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74724.539062 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -74724.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74725.046875 Penalty: 641.797607
	Iteration 21Q: 3 clusters Score -74725.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74725.515625 Penalty: 641.797607
	Iteration 22Q: 3 clusters Score -74725.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74725.664062 Penalty: 641.797607
	Iteration 23Q: 3 clusters Score -74725.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74726.273438 Penalty: 641.797607
	Iteration 24Q: 3 clusters Score -74726.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74727.562500 Penalty: 641.797607
	Iteration 25Q: 3 clusters Score -74727.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74728.218750 Penalty: 641.797607
	Iteration 26Q: 3 clusters Score -74728.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74729.554688 Penalty: 641.797607
	Iteration 27Q: 3 clusters Score -74729.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74731.460938 Penalty: 641.797607
	Iteration 28Q: 3 clusters Score -74731.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74732.671875 Penalty: 641.797607
	Iteration 29Q: 3 clusters Score -74732.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74733.132812 Penalty: 641.797607
	Iteration 30Q: 3 clusters Score -74733.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74733.484375 Penalty: 641.797607
	Iteration 31Q: 3 clusters Score -74733.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74733.484375 Penalty: 641.797607
	Iteration 32F: 3 clusters Score -74733.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 670 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290716.000000 Penalty: 37422.929688
Splitting cluster 3 changes total score from -53291092.000000 to -53290716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 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 196 members 
Entering Unmasked Estep 
Score: -26198.716797 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26198.72 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26325.447266 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26325.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26365.558594 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26365.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26391.800781 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -26391.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26415.957031 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26415.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26457.949219 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26457.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26481.101562 Penalty: 550.310913
	Iteration 6F: 3 clusters Score -26481.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26493.060547 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26493.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26502.964844 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26502.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26507.570312 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26507.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26514.943359 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -26514.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26523.820312 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -26523.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26530.904297 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -26530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26544.734375 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -26544.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26549.289062 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -26549.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26552.095703 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -26552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26552.777344 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -26552.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26555.236328 Penalty: 550.310913
	Iteration 17F: 3 clusters Score -26555.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26557.888672 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -26557.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26561.839844 Penalty: 550.310913
	Iteration 19Q: 3 clusters Score -26561.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26563.255859 Penalty: 550.310913
	Iteration 20F: 3 clusters Score -26563.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26565.710938 Penalty: 550.310913
	Iteration 21Q: 3 clusters Score -26565.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26566.017578 Penalty: 550.310913
	Iteration 22Q: 3 clusters Score -26566.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26566.017578 Penalty: 550.310913
	Iteration 23F: 3 clusters Score -26566.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Entering Unmasked Estep 
Score: -6183079.500000 Penalty: 524.205627
	Iteration 0F: 2 clusters Score -6183080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6115959.500000 Penalty: 1048.411255
	Iteration 0F: 3 clusters Score -6115960 nChanged 49433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6145767.500000 Penalty: 1048.411255
	Iteration 1F: 3 clusters Score -6145768 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6147384.000000 Penalty: 1048.411255
	Iteration 2Q: 3 clusters Score -6147384 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -6149839.500000 Penalty: 1048.411255
	Iteration 3Q: 3 clusters Score -6149840 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6153914.000000 Penalty: 1048.411255
	Iteration 4F: 3 clusters Score -6153914 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6159674.000000 Penalty: 1048.411255
	Iteration 5F: 3 clusters Score -6159674 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -6164539.500000 Penalty: 1048.411255
	Iteration 6F: 3 clusters Score -6164540 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -6166772.000000 Penalty: 1048.411255
	Iteration 7F: 3 clusters Score -6166772 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6167438.000000 Penalty: 1048.411255
	Iteration 8Q: 3 clusters Score -6167438 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -6167798.000000 Penalty: 1048.411255
	Iteration 9Q: 3 clusters Score -6167798 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6168108.500000 Penalty: 1048.411255
	Iteration 10Q: 3 clusters Score -6168108 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6168905 nChanged 1454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6169282 nChanged 1521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6169736 nChanged 1651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6170202 nChanged 1619
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Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6170708 nChanged 1613
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Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6171224 nChanged 1707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6171834 nChanged 1873
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6172591 nChanged 1861
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Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6173367 nChanged 1940
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Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6174128 nChanged 1793
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Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6174788 nChanged 1638
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Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6175302 nChanged 1514
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Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6175778 nChanged 1276
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Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6176111 nChanged 1129
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Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6176384 nChanged 989
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Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6176602 nChanged 890
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6176776 nChanged 801
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Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6176888 nChanged 780
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Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6177040 nChanged 799
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Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6177150 nChanged 812
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Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6177262 nChanged 816
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6177387 nChanged 821
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Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6177544 nChanged 827
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Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6177690 nChanged 877
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Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6177824 nChanged 877
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Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6177935 nChanged 849
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Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6178040 nChanged 834
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Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6178202 nChanged 824
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Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6178337 nChanged 793
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Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6178462 nChanged 789
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Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6178548 nChanged 777
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Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6178682 nChanged 755
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6178826 nChanged 694
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Mstep: Class 1 contains 26804 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6178928 nChanged 665
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Mstep: Class 2 contains 74672 members 
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	Iteration 46Q: 3 clusters Score -6179013 nChanged 687
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Mstep: Class 1 contains 25452 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6179119 nChanged 682
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Mstep: Class 1 contains 24770 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6179221 nChanged 703
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Mstep: Class 1 contains 24067 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6179296 nChanged 683
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Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6179412 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22693 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6179482 nChanged 644
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Mstep: Class 1 contains 22049 members 
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	Iteration 52Q: 3 clusters Score -6179558 nChanged 628
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Mstep: Class 1 contains 21421 members 
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	Iteration 53Q: 3 clusters Score -6179602 nChanged 558
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Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6179690 nChanged 525
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Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6179745 nChanged 539
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Mstep: Class 1 contains 19803 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6179809 nChanged 526
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Mstep: Class 1 contains 19277 members 
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	Iteration 57Q: 3 clusters Score -6179842 nChanged 537
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Mstep: Class 1 contains 18740 members 
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	Iteration 58Q: 3 clusters Score -6179922 nChanged 569
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Mstep: Class 1 contains 18171 members 
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	Iteration 59Q: 3 clusters Score -6179948 nChanged 585
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Mstep: Class 1 contains 17586 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6180046 nChanged 554
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Mstep: Class 1 contains 17032 members 
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	Iteration 61Q: 3 clusters Score -6180137 nChanged 585
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Mstep: Class 1 contains 16447 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6180210 nChanged 580
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Mstep: Class 1 contains 15867 members 
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	Iteration 63Q: 3 clusters Score -6180302 nChanged 629
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	Iteration 64Q: 3 clusters Score -6180370 nChanged 577
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Mstep: Class 1 contains 14661 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6180444 nChanged 553
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Mstep: Class 2 contains 86703 members 
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	Iteration 66Q: 3 clusters Score -6180487 nChanged 548
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Mstep: Class 1 contains 13560 members 
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	Iteration 67Q: 3 clusters Score -6180576 nChanged 582
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Mstep: Class 1 contains 12978 members 
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	Iteration 68Q: 3 clusters Score -6180659 nChanged 601
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Mstep: Class 1 contains 12377 members 
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	Iteration 69Q: 3 clusters Score -6180749 nChanged 595
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Mstep: Class 1 contains 11782 members 
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	Iteration 70Q: 3 clusters Score -6180877 nChanged 543
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Mstep: Class 1 contains 11239 members 
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	Iteration 71Q: 3 clusters Score -6180990 nChanged 541
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Mstep: Class 1 contains 10698 members 
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	Iteration 72Q: 3 clusters Score -6181058 nChanged 538
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Mstep: Class 1 contains 10160 members 
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	Iteration 73Q: 3 clusters Score -6181146 nChanged 526
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Mstep: Class 1 contains 9634 members 
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	Iteration 74Q: 3 clusters Score -6181192 nChanged 511
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Mstep: Class 1 contains 9123 members 
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	Iteration 75Q: 3 clusters Score -6181248 nChanged 482
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Mstep: Class 1 contains 8641 members 
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	Iteration 76Q: 3 clusters Score -6181306 nChanged 442
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Mstep: Class 1 contains 8199 members 
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	Iteration 77Q: 3 clusters Score -6181364 nChanged 436
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Mstep: Class 1 contains 7763 members 
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	Iteration 78Q: 3 clusters Score -6181424 nChanged 433
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Mstep: Class 1 contains 7330 members 
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	Iteration 79Q: 3 clusters Score -6181486 nChanged 412
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Mstep: Class 1 contains 6918 members 
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	Iteration 80F: 3 clusters Score -6181576 nChanged 383
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Mstep: Class 1 contains 6535 members 
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	Iteration 81Q: 3 clusters Score -6181618 nChanged 381
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Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 94657 members 
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	Iteration 82Q: 3 clusters Score -6181674 nChanged 357
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 95014 members 
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	Iteration 83Q: 3 clusters Score -6181767 nChanged 347
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Mstep: Class 1 contains 5450 members 
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	Iteration 84Q: 3 clusters Score -6181838 nChanged 315
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Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 95676 members 
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	Iteration 85Q: 3 clusters Score -6181900 nChanged 291
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	Iteration 86Q: 3 clusters Score -6181963 nChanged 266
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Mstep: Class 2 contains 96233 members 
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	Iteration 89Q: 3 clusters Score -6182057 nChanged 218
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Mstep: Class 1 contains 3888 members 
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	Iteration 90Q: 3 clusters Score -6182078 nChanged 193
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	Iteration 91Q: 3 clusters Score -6182104 nChanged 171
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Mstep: Class 2 contains 97287 members 
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Mstep: Class 2 contains 97463 members 
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	Iteration 93Q: 3 clusters Score -6182180 nChanged 155
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	Iteration 94Q: 3 clusters Score -6182184 nChanged 150
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	Iteration 95Q: 3 clusters Score -6182214 nChanged 149
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Mstep: Class 1 contains 2894 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6182222 nChanged 138
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Mstep: Class 1 contains 2756 members 
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	Iteration 97Q: 3 clusters Score -6182256 nChanged 139
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	Iteration 98Q: 3 clusters Score -6182289 nChanged 124
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Mstep: Class 1 contains 2493 members 
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	Iteration 99Q: 3 clusters Score -6182275 nChanged 126
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	Iteration 100F: 3 clusters Score -6182310 nChanged 122
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	Iteration 101Q: 3 clusters Score -6182327 nChanged 127
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Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6182337 nChanged 126
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6182352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6182373 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6182380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6182393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -6182399.000000 Penalty: 1048.411255
	Iteration 107Q: 3 clusters Score -6182399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -6182404.500000 Penalty: 1048.411255
	Iteration 108Q: 3 clusters Score -6182404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -6182424.500000 Penalty: 1048.411255
	Iteration 109Q: 3 clusters Score -6182424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -6182458.000000 Penalty: 1048.411255
	Iteration 110Q: 3 clusters Score -6182458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -6182487.000000 Penalty: 1048.411255
	Iteration 111Q: 3 clusters Score -6182487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -6182503.500000 Penalty: 1048.411255
	Iteration 112Q: 3 clusters Score -6182504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -6182523.000000 Penalty: 1048.411255
	Iteration 113Q: 3 clusters Score -6182523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -6182520.500000 Penalty: 1048.411255
	Iteration 114Q: 3 clusters Score -6182520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -6182544.500000 Penalty: 1048.411255
	Iteration 115Q: 3 clusters Score -6182544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -6182538.000000 Penalty: 1048.411255
	Iteration 116Q: 3 clusters Score -6182538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -6182538.000000 Penalty: 1048.411255
	Iteration 117Q: 3 clusters Score -6182538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -6182550.500000 Penalty: 1048.411255
	Iteration 118Q: 3 clusters Score -6182550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -6182558.500000 Penalty: 1048.411255
	Iteration 119Q: 3 clusters Score -6182558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -6182570.000000 Penalty: 1048.411255
	Iteration 120F: 3 clusters Score -6182570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -6182571.000000 Penalty: 1048.411255
	Iteration 121Q: 3 clusters Score -6182571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -6182578.000000 Penalty: 1048.411255
	Iteration 122Q: 3 clusters Score -6182578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -6182583.500000 Penalty: 1048.411255
	Iteration 123Q: 3 clusters Score -6182584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -6182596.500000 Penalty: 1048.411255
	Iteration 124Q: 3 clusters Score -6182596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -6182590.000000 Penalty: 1048.411255
	Iteration 125Q: 3 clusters Score -6182590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -6182594.000000 Penalty: 1048.411255
	Iteration 126Q: 3 clusters Score -6182594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -6182608.000000 Penalty: 1048.411255
	Iteration 127Q: 3 clusters Score -6182608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -6182611.000000 Penalty: 1048.411255
	Iteration 128Q: 3 clusters Score -6182611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -6182614.500000 Penalty: 1048.411255
	Iteration 129Q: 3 clusters Score -6182614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -6182608.500000 Penalty: 1048.411255
	Iteration 130Q: 3 clusters Score -6182608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 100239 members 
Entering Unmasked Estep 
Score: -6182618.000000 Penalty: 1048.411255
	Iteration 131Q: 3 clusters Score -6182618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -6182612.500000 Penalty: 1048.411255
	Iteration 132Q: 3 clusters Score -6182612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -6182617.500000 Penalty: 1048.411255
	Iteration 133Q: 3 clusters Score -6182618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -6182626.500000 Penalty: 1048.411255
	Iteration 134Q: 3 clusters Score -6182626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -6182637.500000 Penalty: 1048.411255
	Iteration 135Q: 3 clusters Score -6182638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -6182639.000000 Penalty: 1048.411255
	Iteration 136Q: 3 clusters Score -6182639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -6182649.000000 Penalty: 1048.411255
	Iteration 137Q: 3 clusters Score -6182649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -6182649.500000 Penalty: 1048.411255
	Iteration 138Q: 3 clusters Score -6182650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -6182654.500000 Penalty: 1048.411255
	Iteration 139Q: 3 clusters Score -6182654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -6182658.000000 Penalty: 1048.411255
	Iteration 140F: 3 clusters Score -6182658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -6182661.500000 Penalty: 1048.411255
	Iteration 141Q: 3 clusters Score -6182662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -6182661.500000 Penalty: 1048.411255
	Iteration 142Q: 3 clusters Score -6182662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -6182661.000000 Penalty: 1048.411255
	Iteration 143Q: 3 clusters Score -6182661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -6182672.500000 Penalty: 1048.411255
	Iteration 144Q: 3 clusters Score -6182672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -6182671.000000 Penalty: 1048.411255
	Iteration 145Q: 3 clusters Score -6182671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -6182678.500000 Penalty: 1048.411255
	Iteration 146Q: 3 clusters Score -6182678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -6182675.000000 Penalty: 1048.411255
	Iteration 147Q: 3 clusters Score -6182675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -6182682.500000 Penalty: 1048.411255
	Iteration 148Q: 3 clusters Score -6182682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -6182684.000000 Penalty: 1048.411255
	Iteration 149Q: 3 clusters Score -6182684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -6182686.500000 Penalty: 1048.411255
	Iteration 150Q: 3 clusters Score -6182686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -6182686.500000 Penalty: 1048.411255
	Iteration 151Q: 3 clusters Score -6182686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -6182689.000000 Penalty: 1048.411255
	Iteration 152Q: 3 clusters Score -6182689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -6182689.000000 Penalty: 1048.411255
	Iteration 153Q: 3 clusters Score -6182689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -6182685.500000 Penalty: 1048.411255
	Iteration 154Q: 3 clusters Score -6182686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6182686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -6182686.500000 Penalty: 1048.411255
	Iteration 156F: 3 clusters Score -6182686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84887 members 
Entering Unmasked Estep 
Score: -5211084.500000 Penalty: 516.382996
	Iteration 0F: 2 clusters Score -5211084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5154164.000000 Penalty: 1032.765991
	Iteration 0F: 3 clusters Score -5154164 nChanged 41596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5182792 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5186748 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -5192186.500000 Penalty: 1032.765991
	Iteration 3F: 3 clusters Score -5192186 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -5198080.000000 Penalty: 1032.765991
	Iteration 4F: 3 clusters Score -5198080 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -5202200.500000 Penalty: 1032.765991
	Iteration 5F: 3 clusters Score -5202200 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -5204256.500000 Penalty: 1032.765991
	Iteration 6Q: 3 clusters Score -5204256 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -5205345.000000 Penalty: 1032.765991
	Iteration 7Q: 3 clusters Score -5205345 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -5206118.500000 Penalty: 1032.765991
	Iteration 8Q: 3 clusters Score -5206118 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -5206927.000000 Penalty: 1032.765991
	Iteration 9Q: 3 clusters Score -5206927 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -5207645.500000 Penalty: 1032.765991
	Iteration 10Q: 3 clusters Score -5207646 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -5208395.000000 Penalty: 1032.765991
	Iteration 11Q: 3 clusters Score -5208395 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -5209069.000000 Penalty: 1032.765991
	Iteration 12Q: 3 clusters Score -5209069 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -5209587.500000 Penalty: 1032.765991
	Iteration 13Q: 3 clusters Score -5209588 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -5209971.500000 Penalty: 1032.765991
	Iteration 14Q: 3 clusters Score -5209972 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -5210248.500000 Penalty: 1032.765991
	Iteration 15Q: 3 clusters Score -5210248 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -5210423.000000 Penalty: 1032.765991
	Iteration 16Q: 3 clusters Score -5210423 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -5210570.000000 Penalty: 1032.765991
	Iteration 17Q: 3 clusters Score -5210570 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -5210681.000000 Penalty: 1032.765991
	Iteration 18Q: 3 clusters Score -5210681 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -5210722.500000 Penalty: 1032.765991
	Iteration 19Q: 3 clusters Score -5210722 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -5210771.500000 Penalty: 1032.765991
	Iteration 20F: 3 clusters Score -5210772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -5210813.500000 Penalty: 1032.765991
	Iteration 21Q: 3 clusters Score -5210814 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -5210842.000000 Penalty: 1032.765991
	Iteration 22Q: 3 clusters Score -5210842 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -5210855.000000 Penalty: 1032.765991
	Iteration 23Q: 3 clusters Score -5210855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -5210862.000000 Penalty: 1032.765991
	Iteration 24Q: 3 clusters Score -5210862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -5210865.000000 Penalty: 1032.765991
	Iteration 25Q: 3 clusters Score -5210865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -5210876.500000 Penalty: 1032.765991
	Iteration 26Q: 3 clusters Score -5210876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -5210874.500000 Penalty: 1032.765991
	Iteration 27Q: 3 clusters Score -5210874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -5210887.000000 Penalty: 1032.765991
	Iteration 28Q: 3 clusters Score -5210887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -5210887.500000 Penalty: 1032.765991
	Iteration 29Q: 3 clusters Score -5210888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -5210903.500000 Penalty: 1032.765991
	Iteration 30Q: 3 clusters Score -5210904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -5210902.500000 Penalty: 1032.765991
	Iteration 31Q: 3 clusters Score -5210902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -5210903.000000 Penalty: 1032.765991
	Iteration 32Q: 3 clusters Score -5210903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -5210915.500000 Penalty: 1032.765991
	Iteration 33Q: 3 clusters Score -5210916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -5210939.000000 Penalty: 1032.765991
	Iteration 34Q: 3 clusters Score -5210939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -5210940.000000 Penalty: 1032.765991
	Iteration 35Q: 3 clusters Score -5210940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -5210942.000000 Penalty: 1032.765991
	Iteration 36Q: 3 clusters Score -5210942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -5210940.000000 Penalty: 1032.765991
	Iteration 37Q: 3 clusters Score -5210940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -5210949.000000 Penalty: 1032.765991
	Iteration 38Q: 3 clusters Score -5210949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -5210950.000000 Penalty: 1032.765991
	Iteration 39Q: 3 clusters Score -5210950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -5210948.500000 Penalty: 1032.765991
	Iteration 40F: 3 clusters Score -5210948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -5210952.000000 Penalty: 1032.765991
	Iteration 41Q: 3 clusters Score -5210952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -5210947.500000 Penalty: 1032.765991
	Iteration 42Q: 3 clusters Score -5210948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -5210948.000000 Penalty: 1032.765991
	Iteration 43Q: 3 clusters Score -5210948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -5210949.000000 Penalty: 1032.765991
	Iteration 44Q: 3 clusters Score -5210949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -5210949.500000 Penalty: 1032.765991
	Iteration 45Q: 3 clusters Score -5210950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -5210950.500000 Penalty: 1032.765991
	Iteration 46Q: 3 clusters Score -5210950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -5210950.000000 Penalty: 1032.765991
	Iteration 47Q: 3 clusters Score -5210950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -5210952.500000 Penalty: 1032.765991
	Iteration 48Q: 3 clusters Score -5210952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -5210951.500000 Penalty: 1032.765991
	Iteration 49Q: 3 clusters Score -5210952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -5210949.500000 Penalty: 1032.765991
	Iteration 50Q: 3 clusters Score -5210950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -5210951.000000 Penalty: 1032.765991
	Iteration 51Q: 3 clusters Score -5210951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -5210951.000000 Penalty: 1032.765991
	Iteration 52F: 3 clusters Score -5210951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Entering Unmasked Estep 
Score: -4948225.000000 Penalty: 513.677124
	Iteration 0F: 2 clusters Score -4948225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -4894166.000000 Penalty: 1027.354248
	Iteration 0F: 3 clusters Score -4894166 nChanged 39208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -4918266.000000 Penalty: 1027.354248
	Iteration 1F: 3 clusters Score -4918266 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -4920114.500000 Penalty: 1027.354248
	Iteration 2Q: 3 clusters Score -4920114 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -4923392.000000 Penalty: 1027.354248
	Iteration 3F: 3 clusters Score -4923392 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -4928368.500000 Penalty: 1027.354248
	Iteration 4F: 3 clusters Score -4928368 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -4932407.500000 Penalty: 1027.354248
	Iteration 5F: 3 clusters Score -4932408 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -4933989.500000 Penalty: 1027.354248
	Iteration 6Q: 3 clusters Score -4933990 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -4934619.500000 Penalty: 1027.354248
	Iteration 7Q: 3 clusters Score -4934620 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -4935102.000000 Penalty: 1027.354248
	Iteration 8Q: 3 clusters Score -4935102 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -4935648.500000 Penalty: 1027.354248
	Iteration 9Q: 3 clusters Score -4935648 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -4936238.500000 Penalty: 1027.354248
	Iteration 10Q: 3 clusters Score -4936238 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -4936976.000000 Penalty: 1027.354248
	Iteration 11Q: 3 clusters Score -4936976 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -4937747.500000 Penalty: 1027.354248
	Iteration 12Q: 3 clusters Score -4937748 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -4938647.500000 Penalty: 1027.354248
	Iteration 13Q: 3 clusters Score -4938648 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -4939613.000000 Penalty: 1027.354248
	Iteration 14Q: 3 clusters Score -4939613 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -4940687.000000 Penalty: 1027.354248
	Iteration 15Q: 3 clusters Score -4940687 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -4941954.500000 Penalty: 1027.354248
	Iteration 16Q: 3 clusters Score -4941954 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -4943173.000000 Penalty: 1027.354248
	Iteration 17Q: 3 clusters Score -4943173 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -4944301.500000 Penalty: 1027.354248
	Iteration 18Q: 3 clusters Score -4944302 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -4945435.000000 Penalty: 1027.354248
	Iteration 19Q: 3 clusters Score -4945435 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -4946216.000000 Penalty: 1027.354248
	Iteration 20F: 3 clusters Score -4946216 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -4946706.000000 Penalty: 1027.354248
	Iteration 21Q: 3 clusters Score -4946706 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -4947022.000000 Penalty: 1027.354248
	Iteration 22Q: 3 clusters Score -4947022 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -4947314.000000 Penalty: 1027.354248
	Iteration 23Q: 3 clusters Score -4947314 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -4947479.500000 Penalty: 1027.354248
	Iteration 24Q: 3 clusters Score -4947480 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -4947582.500000 Penalty: 1027.354248
	Iteration 25Q: 3 clusters Score -4947582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -4947652.000000 Penalty: 1027.354248
	Iteration 26Q: 3 clusters Score -4947652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -4947685.000000 Penalty: 1027.354248
	Iteration 27Q: 3 clusters Score -4947685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -4947705.000000 Penalty: 1027.354248
	Iteration 28Q: 3 clusters Score -4947705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -4947731.500000 Penalty: 1027.354248
	Iteration 29Q: 3 clusters Score -4947732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -4947739.000000 Penalty: 1027.354248
	Iteration 30Q: 3 clusters Score -4947739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -4947751.500000 Penalty: 1027.354248
	Iteration 31Q: 3 clusters Score -4947752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -4947766.500000 Penalty: 1027.354248
	Iteration 32Q: 3 clusters Score -4947766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -4947770.000000 Penalty: 1027.354248
	Iteration 33Q: 3 clusters Score -4947770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -4947768.000000 Penalty: 1027.354248
	Iteration 34Q: 3 clusters Score -4947768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -4947768.500000 Penalty: 1027.354248
	Iteration 35Q: 3 clusters Score -4947768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -4947774.500000 Penalty: 1027.354248
	Iteration 36Q: 3 clusters Score -4947774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -4947775.000000 Penalty: 1027.354248
	Iteration 37Q: 3 clusters Score -4947775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -4947780.500000 Penalty: 1027.354248
	Iteration 38Q: 3 clusters Score -4947780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -4947783.000000 Penalty: 1027.354248
	Iteration 39Q: 3 clusters Score -4947783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -4947781.000000 Penalty: 1027.354248
	Iteration 40F: 3 clusters Score -4947781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23024.361328 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23024.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22604.455078 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22604.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22794.154297 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22794.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22903.876953 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22903.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22979.335938 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -22979.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23005.845703 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23005.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23009.068359 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23009.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23009.679688 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23009.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23009.679688 Penalty: 547.248108
	Iteration 7F: 3 clusters Score -23009.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Entering Unmasked Estep 
Score: -5105766.500000 Penalty: 515.220642
	Iteration 0F: 2 clusters Score -5105766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5050037.500000 Penalty: 1030.441284
	Iteration 0F: 3 clusters Score -5050038 nChanged 40285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -5075507.000000 Penalty: 1030.441284
	Iteration 1F: 3 clusters Score -5075507 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -5077861.500000 Penalty: 1030.441284
	Iteration 2F: 3 clusters Score -5077862 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -5081849.000000 Penalty: 1030.441284
	Iteration 3F: 3 clusters Score -5081849 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -5087276.500000 Penalty: 1030.441284
	Iteration 4F: 3 clusters Score -5087276 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -5092915.000000 Penalty: 1030.441284
	Iteration 5F: 3 clusters Score -5092915 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -5096684.500000 Penalty: 1030.441284
	Iteration 6Q: 3 clusters Score -5096684 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -5098296.000000 Penalty: 1030.441284
	Iteration 7Q: 3 clusters Score -5098296 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -5099021.000000 Penalty: 1030.441284
	Iteration 8Q: 3 clusters Score -5099021 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -5099549.500000 Penalty: 1030.441284
	Iteration 9Q: 3 clusters Score -5099550 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -5099996.500000 Penalty: 1030.441284
	Iteration 10Q: 3 clusters Score -5099996 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -5100409.500000 Penalty: 1030.441284
	Iteration 11Q: 3 clusters Score -5100410 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -5100809.000000 Penalty: 1030.441284
	Iteration 12Q: 3 clusters Score -5100809 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -5101181.500000 Penalty: 1030.441284
	Iteration 13Q: 3 clusters Score -5101182 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -5101534.500000 Penalty: 1030.441284
	Iteration 14Q: 3 clusters Score -5101534 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -5101878.500000 Penalty: 1030.441284
	Iteration 15Q: 3 clusters Score -5101878 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -5102196.000000 Penalty: 1030.441284
	Iteration 16Q: 3 clusters Score -5102196 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -5102491.500000 Penalty: 1030.441284
	Iteration 17Q: 3 clusters Score -5102492 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -5102745.000000 Penalty: 1030.441284
	Iteration 18Q: 3 clusters Score -5102745 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -5103006.000000 Penalty: 1030.441284
	Iteration 19Q: 3 clusters Score -5103006 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -5103198.000000 Penalty: 1030.441284
	Iteration 20F: 3 clusters Score -5103198 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -5103393.500000 Penalty: 1030.441284
	Iteration 21Q: 3 clusters Score -5103394 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -5103514.500000 Penalty: 1030.441284
	Iteration 22Q: 3 clusters Score -5103514 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -5103665.500000 Penalty: 1030.441284
	Iteration 23Q: 3 clusters Score -5103666 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -5103776.500000 Penalty: 1030.441284
	Iteration 24Q: 3 clusters Score -5103776 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -5103867.500000 Penalty: 1030.441284
	Iteration 25Q: 3 clusters Score -5103868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -5103920.500000 Penalty: 1030.441284
	Iteration 26Q: 3 clusters Score -5103920 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -5103955.000000 Penalty: 1030.441284
	Iteration 27Q: 3 clusters Score -5103955 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -5103990.000000 Penalty: 1030.441284
	Iteration 28Q: 3 clusters Score -5103990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -5104015.000000 Penalty: 1030.441284
	Iteration 29Q: 3 clusters Score -5104015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -5104021.500000 Penalty: 1030.441284
	Iteration 30Q: 3 clusters Score -5104022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -5104029.500000 Penalty: 1030.441284
	Iteration 31Q: 3 clusters Score -5104030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -5104017.500000 Penalty: 1030.441284
	Iteration 32Q: 3 clusters Score -5104018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -5104015.000000 Penalty: 1030.441284
	Iteration 33Q: 3 clusters Score -5104015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -5104013.000000 Penalty: 1030.441284
	Iteration 34Q: 3 clusters Score -5104013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -5104014.000000 Penalty: 1030.441284
	Iteration 35Q: 3 clusters Score -5104014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -5104013.000000 Penalty: 1030.441284
	Iteration 36Q: 3 clusters Score -5104013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -5104002.000000 Penalty: 1030.441284
	Iteration 37Q: 3 clusters Score -5104002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -5103998.000000 Penalty: 1030.441284
	Iteration 38Q: 3 clusters Score -5103998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -5103985.500000 Penalty: 1030.441284
	Iteration 39Q: 3 clusters Score -5103986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -5103991.500000 Penalty: 1030.441284
	Iteration 40F: 3 clusters Score -5103992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -5103989.000000 Penalty: 1030.441284
	Iteration 41Q: 3 clusters Score -5103989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -5103993.000000 Penalty: 1030.441284
	Iteration 42Q: 3 clusters Score -5103993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -5103992.000000 Penalty: 1030.441284
	Iteration 43Q: 3 clusters Score -5103992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -5103975.000000 Penalty: 1030.441284
	Iteration 44Q: 3 clusters Score -5103975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -5103975.000000 Penalty: 1030.441284
	Iteration 45Q: 3 clusters Score -5103975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -5103969.000000 Penalty: 1030.441284
	Iteration 46Q: 3 clusters Score -5103969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -5103970.000000 Penalty: 1030.441284
	Iteration 47Q: 3 clusters Score -5103970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -5103966.500000 Penalty: 1030.441284
	Iteration 48Q: 3 clusters Score -5103966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -5103961.000000 Penalty: 1030.441284
	Iteration 49Q: 3 clusters Score -5103961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -5103966.000000 Penalty: 1030.441284
	Iteration 50Q: 3 clusters Score -5103966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -5103953.500000 Penalty: 1030.441284
	Iteration 51Q: 3 clusters Score -5103954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -5103952.500000 Penalty: 1030.441284
	Iteration 52Q: 3 clusters Score -5103952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -5103941.000000 Penalty: 1030.441284
	Iteration 53Q: 3 clusters Score -5103941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -5103939.500000 Penalty: 1030.441284
	Iteration 54Q: 3 clusters Score -5103940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -5103945.500000 Penalty: 1030.441284
	Iteration 55Q: 3 clusters Score -5103946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -5103944.500000 Penalty: 1030.441284
	Iteration 56Q: 3 clusters Score -5103944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -5103943.500000 Penalty: 1030.441284
	Iteration 57Q: 3 clusters Score -5103944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -5103946.500000 Penalty: 1030.441284
	Iteration 58Q: 3 clusters Score -5103946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -5103943.000000 Penalty: 1030.441284
	Iteration 59Q: 3 clusters Score -5103943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -5103947.500000 Penalty: 1030.441284
	Iteration 60F: 3 clusters Score -5103948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -5103945.500000 Penalty: 1030.441284
	Iteration 61Q: 3 clusters Score -5103946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -5103942.000000 Penalty: 1030.441284
	Iteration 62Q: 3 clusters Score -5103942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -5103947.000000 Penalty: 1030.441284
	Iteration 63Q: 3 clusters Score -5103947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -5103948.500000 Penalty: 1030.441284
	Iteration 64Q: 3 clusters Score -5103948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -5103944.500000 Penalty: 1030.441284
	Iteration 65Q: 3 clusters Score -5103944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -5103945.000000 Penalty: 1030.441284
	Iteration 66Q: 3 clusters Score -5103945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -5103952.000000 Penalty: 1030.441284
	Iteration 67Q: 3 clusters Score -5103952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -5103953.500000 Penalty: 1030.441284
	Iteration 68Q: 3 clusters Score -5103954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -5103958.000000 Penalty: 1030.441284
	Iteration 69Q: 3 clusters Score -5103958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -5103959.000000 Penalty: 1030.441284
	Iteration 70Q: 3 clusters Score -5103959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -5103959.500000 Penalty: 1030.441284
	Iteration 71Q: 3 clusters Score -5103960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -5103956.000000 Penalty: 1030.441284
	Iteration 72Q: 3 clusters Score -5103956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -5103960.500000 Penalty: 1030.441284
	Iteration 73Q: 3 clusters Score -5103960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -5103957.000000 Penalty: 1030.441284
	Iteration 74Q: 3 clusters Score -5103957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -5103957.000000 Penalty: 1030.441284
	Iteration 75Q: 3 clusters Score -5103957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -5103956.500000 Penalty: 1030.441284
	Iteration 76Q: 3 clusters Score -5103956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -5103956.000000 Penalty: 1030.441284
	Iteration 77Q: 3 clusters Score -5103956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -5103955.000000 Penalty: 1030.441284
	Iteration 78Q: 3 clusters Score -5103955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -5103957.500000 Penalty: 1030.441284
	Iteration 79Q: 3 clusters Score -5103958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -5103958.000000 Penalty: 1030.441284
	Iteration 80F: 3 clusters Score -5103958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -5103957.500000 Penalty: 1030.441284
	Iteration 81Q: 3 clusters Score -5103958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -5103957.000000 Penalty: 1030.441284
	Iteration 82Q: 3 clusters Score -5103957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -5103952.000000 Penalty: 1030.441284
	Iteration 83Q: 3 clusters Score -5103952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -5103948.000000 Penalty: 1030.441284
	Iteration 84Q: 3 clusters Score -5103948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -5103948.500000 Penalty: 1030.441284
	Iteration 85Q: 3 clusters Score -5103948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -5103948.000000 Penalty: 1030.441284
	Iteration 86Q: 3 clusters Score -5103948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -5103948.000000 Penalty: 1030.441284
	Iteration 87Q: 3 clusters Score -5103948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -5103949.500000 Penalty: 1030.441284
	Iteration 88Q: 3 clusters Score -5103950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -5103950.000000 Penalty: 1030.441284
	Iteration 89Q: 3 clusters Score -5103950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -5103952.500000 Penalty: 1030.441284
	Iteration 90Q: 3 clusters Score -5103952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -5103953.500000 Penalty: 1030.441284
	Iteration 91Q: 3 clusters Score -5103954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -5103952.000000 Penalty: 1030.441284
	Iteration 92Q: 3 clusters Score -5103952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -5103952.000000 Penalty: 1030.441284
	Iteration 93F: 3 clusters Score -5103952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 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 464 members 
Entering Unmasked Estep 
Score: -55631.476562 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55631.48 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -56061.265625 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -56061.27 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56224.808594 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -56224.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -56307.445312 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -56307.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -56348.554688 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -56348.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -56382.230469 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -56382.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56402.953125 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -56402.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -56412.500000 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56416.316406 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56416.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56417.578125 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56417.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56421.019531 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -56421.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56424.449219 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -56424.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56429.410156 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -56429.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -56430.281250 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -56430.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56430.621094 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -56430.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56430.765625 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -56430.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56430.765625 Penalty: 618.612549
	Iteration 16F: 3 clusters Score -56430.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 292 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 604 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290664.000000 Penalty: 37422.929688
Splitting cluster 10 changes total score from -53291092.000000 to -53290664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (88900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Entering Unmasked Estep 
Score: -5560573.000000 Penalty: 518.484680
	Iteration 0F: 2 clusters Score -5560573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -5504558.000000 Penalty: 1036.969360
	Iteration 0F: 3 clusters Score -5504558 nChanged 43629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -5530401.500000 Penalty: 1036.969360
	Iteration 1F: 3 clusters Score -5530402 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5531476.500000 Penalty: 1036.969360
	Iteration 2Q: 3 clusters Score -5531476 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5533138.000000 Penalty: 1036.969360
	Iteration 3Q: 3 clusters Score -5533138 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5536011.000000 Penalty: 1036.969360
	Iteration 4F: 3 clusters Score -5536011 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5541030.500000 Penalty: 1036.969360
	Iteration 5F: 3 clusters Score -5541030 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5547413.500000 Penalty: 1036.969360
	Iteration 6F: 3 clusters Score -5547414 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -5551321.000000 Penalty: 1036.969360
	Iteration 7F: 3 clusters Score -5551321 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5552488.500000 Penalty: 1036.969360
	Iteration 8Q: 3 clusters Score -5552488 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5552883.000000 Penalty: 1036.969360
	Iteration 9Q: 3 clusters Score -5552883 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5553096.000000 Penalty: 1036.969360
	Iteration 10Q: 3 clusters Score -5553096 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5553305.500000 Penalty: 1036.969360
	Iteration 11Q: 3 clusters Score -5553306 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5553511.000000 Penalty: 1036.969360
	Iteration 12Q: 3 clusters Score -5553511 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -5553696.500000 Penalty: 1036.969360
	Iteration 13Q: 3 clusters Score -5553696 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -5553910.000000 Penalty: 1036.969360
	Iteration 14Q: 3 clusters Score -5553910 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5554050.500000 Penalty: 1036.969360
	Iteration 15Q: 3 clusters Score -5554050 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -5554172.000000 Penalty: 1036.969360
	Iteration 16Q: 3 clusters Score -5554172 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -5554287.000000 Penalty: 1036.969360
	Iteration 17Q: 3 clusters Score -5554287 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -5554367.000000 Penalty: 1036.969360
	Iteration 18Q: 3 clusters Score -5554367 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -5554450.000000 Penalty: 1036.969360
	Iteration 19Q: 3 clusters Score -5554450 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -5554557.000000 Penalty: 1036.969360
	Iteration 20F: 3 clusters Score -5554557 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -5554652.000000 Penalty: 1036.969360
	Iteration 21Q: 3 clusters Score -5554652 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -5554745.000000 Penalty: 1036.969360
	Iteration 22Q: 3 clusters Score -5554745 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -5554808.000000 Penalty: 1036.969360
	Iteration 23Q: 3 clusters Score -5554808 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -5554892.000000 Penalty: 1036.969360
	Iteration 24Q: 3 clusters Score -5554892 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -5554966.000000 Penalty: 1036.969360
	Iteration 25Q: 3 clusters Score -5554966 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -5555047.000000 Penalty: 1036.969360
	Iteration 26Q: 3 clusters Score -5555047 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -5555149.500000 Penalty: 1036.969360
	Iteration 27Q: 3 clusters Score -5555150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -5555239.500000 Penalty: 1036.969360
	Iteration 28Q: 3 clusters Score -5555240 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -5555342.500000 Penalty: 1036.969360
	Iteration 29Q: 3 clusters Score -5555342 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -5555471.500000 Penalty: 1036.969360
	Iteration 30Q: 3 clusters Score -5555472 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -5555575.500000 Penalty: 1036.969360
	Iteration 31Q: 3 clusters Score -5555576 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -5555694.500000 Penalty: 1036.969360
	Iteration 32Q: 3 clusters Score -5555694 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -5555874.000000 Penalty: 1036.969360
	Iteration 33Q: 3 clusters Score -5555874 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -5555986.000000 Penalty: 1036.969360
	Iteration 34Q: 3 clusters Score -5555986 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -5556112.000000 Penalty: 1036.969360
	Iteration 35Q: 3 clusters Score -5556112 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -5556187.000000 Penalty: 1036.969360
	Iteration 36Q: 3 clusters Score -5556187 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -5556325.000000 Penalty: 1036.969360
	Iteration 37Q: 3 clusters Score -5556325 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -5556492.500000 Penalty: 1036.969360
	Iteration 38Q: 3 clusters Score -5556492 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -5556657.000000 Penalty: 1036.969360
	Iteration 39Q: 3 clusters Score -5556657 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -5556771.000000 Penalty: 1036.969360
	Iteration 40F: 3 clusters Score -5556771 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -5556995.500000 Penalty: 1036.969360
	Iteration 41Q: 3 clusters Score -5556996 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -5557221.000000 Penalty: 1036.969360
	Iteration 42Q: 3 clusters Score -5557221 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -5557508.000000 Penalty: 1036.969360
	Iteration 43Q: 3 clusters Score -5557508 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -5557784.500000 Penalty: 1036.969360
	Iteration 44Q: 3 clusters Score -5557784 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -5558083.500000 Penalty: 1036.969360
	Iteration 45Q: 3 clusters Score -5558084 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -5558361.000000 Penalty: 1036.969360
	Iteration 46Q: 3 clusters Score -5558361 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -5558656.500000 Penalty: 1036.969360
	Iteration 47Q: 3 clusters Score -5558656 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -5559083.500000 Penalty: 1036.969360
	Iteration 48Q: 3 clusters Score -5559084 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -5559430.000000 Penalty: 1036.969360
	Iteration 49Q: 3 clusters Score -5559430 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -5559676.000000 Penalty: 1036.969360
	Iteration 50Q: 3 clusters Score -5559676 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -5559862.500000 Penalty: 1036.969360
	Iteration 51Q: 3 clusters Score -5559862 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -5559975.000000 Penalty: 1036.969360
	Iteration 52Q: 3 clusters Score -5559975 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -5560072.500000 Penalty: 1036.969360
	Iteration 53Q: 3 clusters Score -5560072 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -5560148.000000 Penalty: 1036.969360
	Iteration 54Q: 3 clusters Score -5560148 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -5560180.000000 Penalty: 1036.969360
	Iteration 55Q: 3 clusters Score -5560180 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -5560245.500000 Penalty: 1036.969360
	Iteration 56Q: 3 clusters Score -5560246 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -5560249.000000 Penalty: 1036.969360
	Iteration 57Q: 3 clusters Score -5560249 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -5560292.000000 Penalty: 1036.969360
	Iteration 58Q: 3 clusters Score -5560292 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -5560289.500000 Penalty: 1036.969360
	Iteration 59Q: 3 clusters Score -5560290 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -5560305.000000 Penalty: 1036.969360
	Iteration 60F: 3 clusters Score -5560305 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -5560281.000000 Penalty: 1036.969360
	Iteration 61Q: 3 clusters Score -5560281 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -5560308.500000 Penalty: 1036.969360
	Iteration 62Q: 3 clusters Score -5560308 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -5560331.000000 Penalty: 1036.969360
	Iteration 63Q: 3 clusters Score -5560331 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -5560355.000000 Penalty: 1036.969360
	Iteration 64Q: 3 clusters Score -5560355 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -5560355.000000 Penalty: 1036.969360
	Iteration 65Q: 3 clusters Score -5560355 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -5560339.000000 Penalty: 1036.969360
	Iteration 66Q: 3 clusters Score -5560339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -5560339.000000 Penalty: 1036.969360
	Iteration 67Q: 3 clusters Score -5560339 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -5560345.000000 Penalty: 1036.969360
	Iteration 68Q: 3 clusters Score -5560345 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -5560321.500000 Penalty: 1036.969360
	Iteration 69Q: 3 clusters Score -5560322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -5560328.000000 Penalty: 1036.969360
	Iteration 70Q: 3 clusters Score -5560328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -5560342.500000 Penalty: 1036.969360
	Iteration 71Q: 3 clusters Score -5560342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -5560341.500000 Penalty: 1036.969360
	Iteration 72Q: 3 clusters Score -5560342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -5560326.000000 Penalty: 1036.969360
	Iteration 73Q: 3 clusters Score -5560326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -5560324.500000 Penalty: 1036.969360
	Iteration 74Q: 3 clusters Score -5560324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -5560312.500000 Penalty: 1036.969360
	Iteration 75Q: 3 clusters Score -5560312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -5560309.000000 Penalty: 1036.969360
	Iteration 76Q: 3 clusters Score -5560309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -5560315.000000 Penalty: 1036.969360
	Iteration 77Q: 3 clusters Score -5560315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -5560323.500000 Penalty: 1036.969360
	Iteration 78Q: 3 clusters Score -5560324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -5560329.500000 Penalty: 1036.969360
	Iteration 79Q: 3 clusters Score -5560330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -5560328.500000 Penalty: 1036.969360
	Iteration 80F: 3 clusters Score -5560328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -5560334.000000 Penalty: 1036.969360
	Iteration 81Q: 3 clusters Score -5560334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -5560330.500000 Penalty: 1036.969360
	Iteration 82Q: 3 clusters Score -5560330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -5560332.000000 Penalty: 1036.969360
	Iteration 83Q: 3 clusters Score -5560332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -5560335.000000 Penalty: 1036.969360
	Iteration 84Q: 3 clusters Score -5560335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -5560337.000000 Penalty: 1036.969360
	Iteration 85Q: 3 clusters Score -5560337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -5560333.000000 Penalty: 1036.969360
	Iteration 86Q: 3 clusters Score -5560333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -5560338.000000 Penalty: 1036.969360
	Iteration 87Q: 3 clusters Score -5560338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -5560339.000000 Penalty: 1036.969360
	Iteration 88Q: 3 clusters Score -5560339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -5560337.000000 Penalty: 1036.969360
	Iteration 89Q: 3 clusters Score -5560337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -5560330.000000 Penalty: 1036.969360
	Iteration 90Q: 3 clusters Score -5560330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -5560336.000000 Penalty: 1036.969360
	Iteration 91Q: 3 clusters Score -5560336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -5560332.500000 Penalty: 1036.969360
	Iteration 92Q: 3 clusters Score -5560332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -5560341.000000 Penalty: 1036.969360
	Iteration 93Q: 3 clusters Score -5560341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -5560338.500000 Penalty: 1036.969360
	Iteration 94Q: 3 clusters Score -5560338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -5560334.500000 Penalty: 1036.969360
	Iteration 95Q: 3 clusters Score -5560334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -5560334.500000 Penalty: 1036.969360
	Iteration 96Q: 3 clusters Score -5560334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -5560336.000000 Penalty: 1036.969360
	Iteration 97Q: 3 clusters Score -5560336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -5560339.000000 Penalty: 1036.969360
	Iteration 98Q: 3 clusters Score -5560339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -5560334.500000 Penalty: 1036.969360
	Iteration 99Q: 3 clusters Score -5560334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -5560330.000000 Penalty: 1036.969360
	Iteration 100F: 3 clusters Score -5560330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -5560325.000000 Penalty: 1036.969360
	Iteration 101Q: 3 clusters Score -5560325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -5560327.000000 Penalty: 1036.969360
	Iteration 102Q: 3 clusters Score -5560327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -5560328.500000 Penalty: 1036.969360
	Iteration 103Q: 3 clusters Score -5560328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -5560327.500000 Penalty: 1036.969360
	Iteration 104Q: 3 clusters Score -5560328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -5560323.000000 Penalty: 1036.969360
	Iteration 105Q: 3 clusters Score -5560323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 1036.969360
	Iteration 106Q: 3 clusters Score -5560322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -5560321.500000 Penalty: 1036.969360
	Iteration 107Q: 3 clusters Score -5560322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 1036.969360
	Iteration 108Q: 3 clusters Score -5560322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -5560320.500000 Penalty: 1036.969360
	Iteration 109Q: 3 clusters Score -5560320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -5560322.500000 Penalty: 1036.969360
	Iteration 110Q: 3 clusters Score -5560322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 1036.969360
	Iteration 111Q: 3 clusters Score -5560322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -5560322.000000 Penalty: 1036.969360
	Iteration 112Q: 3 clusters Score -5560322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -5560317.000000 Penalty: 1036.969360
	Iteration 113Q: 3 clusters Score -5560317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -5560322.500000 Penalty: 1036.969360
	Iteration 114Q: 3 clusters Score -5560322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -5560318.000000 Penalty: 1036.969360
	Iteration 115Q: 3 clusters Score -5560318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -5560319.500000 Penalty: 1036.969360
	Iteration 116Q: 3 clusters Score -5560320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -5560319.500000 Penalty: 1036.969360
	Iteration 117Q: 3 clusters Score -5560320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -5560321.000000 Penalty: 1036.969360
	Iteration 118Q: 3 clusters Score -5560321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -5560317.500000 Penalty: 1036.969360
	Iteration 119Q: 3 clusters Score -5560318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -5560313.500000 Penalty: 1036.969360
	Iteration 120F: 3 clusters Score -5560314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -5560321.000000 Penalty: 1036.969360
	Iteration 121Q: 3 clusters Score -5560321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -5560315.000000 Penalty: 1036.969360
	Iteration 122Q: 3 clusters Score -5560315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -5560316.500000 Penalty: 1036.969360
	Iteration 123Q: 3 clusters Score -5560316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -5560316.500000 Penalty: 1036.969360
	Iteration 124F: 3 clusters Score -5560316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -112680.265625 Penalty: 343.722229
	Iteration 0F: 2 clusters Score -112680.3 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 964 members 
Entering Unmasked Estep 
Score: -111310.578125 Penalty: 687.444458
	Iteration 0F: 3 clusters Score -111310.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -111845.023438 Penalty: 687.444458
	Iteration 1F: 3 clusters Score -111845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -112056.203125 Penalty: 687.444458
	Iteration 2F: 3 clusters Score -112056.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -112267.375000 Penalty: 687.444458
	Iteration 3F: 3 clusters Score -112267.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -112438.726562 Penalty: 687.444458
	Iteration 4F: 3 clusters Score -112438.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112592.421875 Penalty: 687.444458
	Iteration 5F: 3 clusters Score -112592.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -112664.671875 Penalty: 687.444458
	Iteration 6Q: 3 clusters Score -112664.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -112683.570312 Penalty: 687.444458
	Iteration 7Q: 3 clusters Score -112683.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -112689.546875 Penalty: 687.444458
	Iteration 8Q: 3 clusters Score -112689.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -112692.750000 Penalty: 687.444458
	Iteration 9Q: 3 clusters Score -112692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -112693.601562 Penalty: 687.444458
	Iteration 10Q: 3 clusters Score -112693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -112694.140625 Penalty: 687.444458
	Iteration 11Q: 3 clusters Score -112694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112694.140625 Penalty: 687.444458
	Iteration 12Q: 3 clusters Score -112694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -112694.398438 Penalty: 687.444458
	Iteration 13Q: 3 clusters Score -112694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -112694.398438 Penalty: 687.444458
	Iteration 14F: 3 clusters Score -112694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 782 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290600.000000 Penalty: 37422.929688
Splitting cluster 12 changes total score from -53291092.000000 to -53290600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (86331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Entering Unmasked Estep 
Score: -5394543.500000 Penalty: 517.150452
	Iteration 0F: 2 clusters Score -5394544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5338582.500000 Penalty: 1034.300903
	Iteration 0F: 3 clusters Score -5338582 nChanged 42330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -5366030.500000 Penalty: 1034.300903
	Iteration 1F: 3 clusters Score -5366030 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -5368959.500000 Penalty: 1034.300903
	Iteration 2F: 3 clusters Score -5368960 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -5373919.500000 Penalty: 1034.300903
	Iteration 3F: 3 clusters Score -5373920 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -5380804.000000 Penalty: 1034.300903
	Iteration 4F: 3 clusters Score -5380804 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -5386053.000000 Penalty: 1034.300903
	Iteration 5F: 3 clusters Score -5386053 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -5387692.000000 Penalty: 1034.300903
	Iteration 6Q: 3 clusters Score -5387692 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -5388107.000000 Penalty: 1034.300903
	Iteration 7Q: 3 clusters Score -5388107 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -5388328.500000 Penalty: 1034.300903
	Iteration 8Q: 3 clusters Score -5388328 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -5388517.500000 Penalty: 1034.300903
	Iteration 9Q: 3 clusters Score -5388518 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -5388685.000000 Penalty: 1034.300903
	Iteration 10Q: 3 clusters Score -5388685 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -5388794.000000 Penalty: 1034.300903
	Iteration 11Q: 3 clusters Score -5388794 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -5388910.000000 Penalty: 1034.300903
	Iteration 12Q: 3 clusters Score -5388910 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -5389038.000000 Penalty: 1034.300903
	Iteration 13Q: 3 clusters Score -5389038 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -5389081.500000 Penalty: 1034.300903
	Iteration 14Q: 3 clusters Score -5389082 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -5389124.000000 Penalty: 1034.300903
	Iteration 15Q: 3 clusters Score -5389124 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -5389151.000000 Penalty: 1034.300903
	Iteration 16Q: 3 clusters Score -5389151 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -5389214.000000 Penalty: 1034.300903
	Iteration 17Q: 3 clusters Score -5389214 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -5389258.000000 Penalty: 1034.300903
	Iteration 18Q: 3 clusters Score -5389258 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -5389268.000000 Penalty: 1034.300903
	Iteration 19Q: 3 clusters Score -5389268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -5389305.500000 Penalty: 1034.300903
	Iteration 20F: 3 clusters Score -5389306 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -5389329.500000 Penalty: 1034.300903
	Iteration 21Q: 3 clusters Score -5389330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -5389347.500000 Penalty: 1034.300903
	Iteration 22Q: 3 clusters Score -5389348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -5389366.500000 Penalty: 1034.300903
	Iteration 23Q: 3 clusters Score -5389366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -5389390.500000 Penalty: 1034.300903
	Iteration 24Q: 3 clusters Score -5389390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -5389418.000000 Penalty: 1034.300903
	Iteration 25Q: 3 clusters Score -5389418 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -5389460.000000 Penalty: 1034.300903
	Iteration 26Q: 3 clusters Score -5389460 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -5389515.500000 Penalty: 1034.300903
	Iteration 27Q: 3 clusters Score -5389516 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -5389588.500000 Penalty: 1034.300903
	Iteration 28Q: 3 clusters Score -5389588 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -5389653.000000 Penalty: 1034.300903
	Iteration 29Q: 3 clusters Score -5389653 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -5389720.500000 Penalty: 1034.300903
	Iteration 30Q: 3 clusters Score -5389720 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -5389787.000000 Penalty: 1034.300903
	Iteration 31Q: 3 clusters Score -5389787 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -5389877.000000 Penalty: 1034.300903
	Iteration 32Q: 3 clusters Score -5389877 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -5389948.500000 Penalty: 1034.300903
	Iteration 33Q: 3 clusters Score -5389948 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -5390040.000000 Penalty: 1034.300903
	Iteration 34Q: 3 clusters Score -5390040 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -5390126.000000 Penalty: 1034.300903
	Iteration 35Q: 3 clusters Score -5390126 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -5390187.500000 Penalty: 1034.300903
	Iteration 36Q: 3 clusters Score -5390188 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -5390266.500000 Penalty: 1034.300903
	Iteration 37Q: 3 clusters Score -5390266 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -5390367.500000 Penalty: 1034.300903
	Iteration 38Q: 3 clusters Score -5390368 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -5390518.500000 Penalty: 1034.300903
	Iteration 39Q: 3 clusters Score -5390518 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -5390686.000000 Penalty: 1034.300903
	Iteration 40F: 3 clusters Score -5390686 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -5390875.000000 Penalty: 1034.300903
	Iteration 41Q: 3 clusters Score -5390875 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -5391051.500000 Penalty: 1034.300903
	Iteration 42Q: 3 clusters Score -5391052 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -5391208.000000 Penalty: 1034.300903
	Iteration 43Q: 3 clusters Score -5391208 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -5391364.500000 Penalty: 1034.300903
	Iteration 44Q: 3 clusters Score -5391364 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -5391560.500000 Penalty: 1034.300903
	Iteration 45Q: 3 clusters Score -5391560 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -5391766.500000 Penalty: 1034.300903
	Iteration 46Q: 3 clusters Score -5391766 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -5391961.500000 Penalty: 1034.300903
	Iteration 47Q: 3 clusters Score -5391962 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -5392204.500000 Penalty: 1034.300903
	Iteration 48Q: 3 clusters Score -5392204 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -5392505.000000 Penalty: 1034.300903
	Iteration 49Q: 3 clusters Score -5392505 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -5392831.000000 Penalty: 1034.300903
	Iteration 50Q: 3 clusters Score -5392831 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -5393167.500000 Penalty: 1034.300903
	Iteration 51Q: 3 clusters Score -5393168 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -5393493.000000 Penalty: 1034.300903
	Iteration 52Q: 3 clusters Score -5393493 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -5393777.000000 Penalty: 1034.300903
	Iteration 53Q: 3 clusters Score -5393777 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -5393922.500000 Penalty: 1034.300903
	Iteration 54Q: 3 clusters Score -5393922 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -5394158.000000 Penalty: 1034.300903
	Iteration 55Q: 3 clusters Score -5394158 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -5394366.000000 Penalty: 1034.300903
	Iteration 56Q: 3 clusters Score -5394366 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -5394433.500000 Penalty: 1034.300903
	Iteration 57Q: 3 clusters Score -5394434 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -5394407.500000 Penalty: 1034.300903
	Iteration 58Q: 3 clusters Score -5394408 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -5394404.500000 Penalty: 1034.300903
	Iteration 59Q: 3 clusters Score -5394404 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -5394393.000000 Penalty: 1034.300903
	Iteration 60F: 3 clusters Score -5394393 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -5394372.000000 Penalty: 1034.300903
	Iteration 61Q: 3 clusters Score -5394372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -5394319.500000 Penalty: 1034.300903
	Iteration 62Q: 3 clusters Score -5394320 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -5394324.000000 Penalty: 1034.300903
	Iteration 63Q: 3 clusters Score -5394324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -5394307.000000 Penalty: 1034.300903
	Iteration 64Q: 3 clusters Score -5394307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -5394294.000000 Penalty: 1034.300903
	Iteration 65Q: 3 clusters Score -5394294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -5394279.000000 Penalty: 1034.300903
	Iteration 66Q: 3 clusters Score -5394279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -5394290.000000 Penalty: 1034.300903
	Iteration 67Q: 3 clusters Score -5394290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -5394292.500000 Penalty: 1034.300903
	Iteration 68Q: 3 clusters Score -5394292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -5394270.500000 Penalty: 1034.300903
	Iteration 69Q: 3 clusters Score -5394270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -5394272.000000 Penalty: 1034.300903
	Iteration 70Q: 3 clusters Score -5394272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 86091 members 
Entering Unmasked Estep 
Score: -5394278.500000 Penalty: 1034.300903
	Iteration 71Q: 3 clusters Score -5394278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -5394276.000000 Penalty: 1034.300903
	Iteration 72Q: 3 clusters Score -5394276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -5394277.000000 Penalty: 1034.300903
	Iteration 73Q: 3 clusters Score -5394277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -5394272.000000 Penalty: 1034.300903
	Iteration 74Q: 3 clusters Score -5394272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -5394278.500000 Penalty: 1034.300903
	Iteration 75Q: 3 clusters Score -5394278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -5394289.000000 Penalty: 1034.300903
	Iteration 76Q: 3 clusters Score -5394289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -5394299.500000 Penalty: 1034.300903
	Iteration 77Q: 3 clusters Score -5394300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -5394298.500000 Penalty: 1034.300903
	Iteration 78Q: 3 clusters Score -5394298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -5394302.000000 Penalty: 1034.300903
	Iteration 79Q: 3 clusters Score -5394302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -5394299.000000 Penalty: 1034.300903
	Iteration 80F: 3 clusters Score -5394299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -5394300.500000 Penalty: 1034.300903
	Iteration 81Q: 3 clusters Score -5394300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -5394302.000000 Penalty: 1034.300903
	Iteration 82Q: 3 clusters Score -5394302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -5394304.500000 Penalty: 1034.300903
	Iteration 83Q: 3 clusters Score -5394304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -5394303.000000 Penalty: 1034.300903
	Iteration 84Q: 3 clusters Score -5394303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -5394303.000000 Penalty: 1034.300903
	Iteration 85F: 3 clusters Score -5394303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Entering Unmasked Estep 
Score: -5337744.000000 Penalty: 516.617676
	Iteration 0F: 2 clusters Score -5337744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -5281092.000000 Penalty: 1033.235352
	Iteration 0F: 3 clusters Score -5281092 nChanged 41462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5307038.500000 Penalty: 1033.235352
	Iteration 1F: 3 clusters Score -5307038 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -5308667.500000 Penalty: 1033.235352
	Iteration 2F: 3 clusters Score -5308668 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5311364.000000 Penalty: 1033.235352
	Iteration 3F: 3 clusters Score -5311364 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -5315788.500000 Penalty: 1033.235352
	Iteration 4F: 3 clusters Score -5315788 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5321181.500000 Penalty: 1033.235352
	Iteration 5F: 3 clusters Score -5321182 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5323850.500000 Penalty: 1033.235352
	Iteration 6F: 3 clusters Score -5323850 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -5324602.000000 Penalty: 1033.235352
	Iteration 7Q: 3 clusters Score -5324602 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5325151.500000 Penalty: 1033.235352
	Iteration 8Q: 3 clusters Score -5325152 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5325694.500000 Penalty: 1033.235352
	Iteration 9Q: 3 clusters Score -5325694 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5326291.500000 Penalty: 1033.235352
	Iteration 10Q: 3 clusters Score -5326292 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -5326879.500000 Penalty: 1033.235352
	Iteration 11Q: 3 clusters Score -5326880 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5327292.500000 Penalty: 1033.235352
	Iteration 12Q: 3 clusters Score -5327292 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5327759.500000 Penalty: 1033.235352
	Iteration 13Q: 3 clusters Score -5327760 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5328057.500000 Penalty: 1033.235352
	Iteration 14Q: 3 clusters Score -5328058 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -5328332.000000 Penalty: 1033.235352
	Iteration 15Q: 3 clusters Score -5328332 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -5328589.000000 Penalty: 1033.235352
	Iteration 16Q: 3 clusters Score -5328589 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5328822.500000 Penalty: 1033.235352
	Iteration 17Q: 3 clusters Score -5328822 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -5329022.000000 Penalty: 1033.235352
	Iteration 18Q: 3 clusters Score -5329022 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -5329251.500000 Penalty: 1033.235352
	Iteration 19Q: 3 clusters Score -5329252 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -5329583.500000 Penalty: 1033.235352
	Iteration 20F: 3 clusters Score -5329584 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -5329882.500000 Penalty: 1033.235352
	Iteration 21Q: 3 clusters Score -5329882 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -5330178.500000 Penalty: 1033.235352
	Iteration 22Q: 3 clusters Score -5330178 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -5330495.000000 Penalty: 1033.235352
	Iteration 23Q: 3 clusters Score -5330495 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -5330833.500000 Penalty: 1033.235352
	Iteration 24Q: 3 clusters Score -5330834 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -5331167.000000 Penalty: 1033.235352
	Iteration 25Q: 3 clusters Score -5331167 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -5331467.500000 Penalty: 1033.235352
	Iteration 26Q: 3 clusters Score -5331468 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -5331737.500000 Penalty: 1033.235352
	Iteration 27Q: 3 clusters Score -5331738 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -5331967.500000 Penalty: 1033.235352
	Iteration 28Q: 3 clusters Score -5331968 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -5332292.500000 Penalty: 1033.235352
	Iteration 29Q: 3 clusters Score -5332292 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -5332480.000000 Penalty: 1033.235352
	Iteration 30Q: 3 clusters Score -5332480 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -5332691.500000 Penalty: 1033.235352
	Iteration 31Q: 3 clusters Score -5332692 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -5332835.500000 Penalty: 1033.235352
	Iteration 32Q: 3 clusters Score -5332836 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -5333036.000000 Penalty: 1033.235352
	Iteration 33Q: 3 clusters Score -5333036 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -5333176.500000 Penalty: 1033.235352
	Iteration 34Q: 3 clusters Score -5333176 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -5333336.500000 Penalty: 1033.235352
	Iteration 35Q: 3 clusters Score -5333336 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -5333467.000000 Penalty: 1033.235352
	Iteration 36Q: 3 clusters Score -5333467 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -5333579.000000 Penalty: 1033.235352
	Iteration 37Q: 3 clusters Score -5333579 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -5333673.000000 Penalty: 1033.235352
	Iteration 38Q: 3 clusters Score -5333673 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -5333743.000000 Penalty: 1033.235352
	Iteration 39Q: 3 clusters Score -5333743 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -5333790.500000 Penalty: 1033.235352
	Iteration 40F: 3 clusters Score -5333790 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -5333834.000000 Penalty: 1033.235352
	Iteration 41Q: 3 clusters Score -5333834 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -5333859.500000 Penalty: 1033.235352
	Iteration 42Q: 3 clusters Score -5333860 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -5333915.000000 Penalty: 1033.235352
	Iteration 43Q: 3 clusters Score -5333915 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -5333972.500000 Penalty: 1033.235352
	Iteration 44Q: 3 clusters Score -5333972 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -5334000.000000 Penalty: 1033.235352
	Iteration 45Q: 3 clusters Score -5334000 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -5334028.500000 Penalty: 1033.235352
	Iteration 46Q: 3 clusters Score -5334028 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -5334044.500000 Penalty: 1033.235352
	Iteration 47Q: 3 clusters Score -5334044 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -5334051.500000 Penalty: 1033.235352
	Iteration 48Q: 3 clusters Score -5334052 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -5334071.000000 Penalty: 1033.235352
	Iteration 49Q: 3 clusters Score -5334071 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -5334019.500000 Penalty: 1033.235352
	Iteration 50Q: 3 clusters Score -5334020 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -5333993.000000 Penalty: 1033.235352
	Iteration 51Q: 3 clusters Score -5333993 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -5333963.500000 Penalty: 1033.235352
	Iteration 52Q: 3 clusters Score -5333964 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -5333930.500000 Penalty: 1033.235352
	Iteration 53Q: 3 clusters Score -5333930 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -5333889.000000 Penalty: 1033.235352
	Iteration 54Q: 3 clusters Score -5333889 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -5333870.000000 Penalty: 1033.235352
	Iteration 55Q: 3 clusters Score -5333870 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -5333848.000000 Penalty: 1033.235352
	Iteration 56Q: 3 clusters Score -5333848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -5333789.000000 Penalty: 1033.235352
	Iteration 57Q: 3 clusters Score -5333789 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -5333768.000000 Penalty: 1033.235352
	Iteration 58Q: 3 clusters Score -5333768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -5333733.000000 Penalty: 1033.235352
	Iteration 59Q: 3 clusters Score -5333733 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -5333719.000000 Penalty: 1033.235352
	Iteration 60F: 3 clusters Score -5333719 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -5333735.500000 Penalty: 1033.235352
	Iteration 61Q: 3 clusters Score -5333736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -5333786.000000 Penalty: 1033.235352
	Iteration 62Q: 3 clusters Score -5333786 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -5333831.500000 Penalty: 1033.235352
	Iteration 63Q: 3 clusters Score -5333832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -5333888.500000 Penalty: 1033.235352
	Iteration 64Q: 3 clusters Score -5333888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -5333945.000000 Penalty: 1033.235352
	Iteration 65Q: 3 clusters Score -5333945 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -5333989.000000 Penalty: 1033.235352
	Iteration 66Q: 3 clusters Score -5333989 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -5334043.500000 Penalty: 1033.235352
	Iteration 67Q: 3 clusters Score -5334044 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -5334093.500000 Penalty: 1033.235352
	Iteration 68Q: 3 clusters Score -5334094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -5334138.000000 Penalty: 1033.235352
	Iteration 69Q: 3 clusters Score -5334138 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -5334203.000000 Penalty: 1033.235352
	Iteration 70Q: 3 clusters Score -5334203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -5334219.500000 Penalty: 1033.235352
	Iteration 71Q: 3 clusters Score -5334220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -5334250.000000 Penalty: 1033.235352
	Iteration 72Q: 3 clusters Score -5334250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -5334303.500000 Penalty: 1033.235352
	Iteration 73Q: 3 clusters Score -5334304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -5334326.500000 Penalty: 1033.235352
	Iteration 74Q: 3 clusters Score -5334326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -5334357.000000 Penalty: 1033.235352
	Iteration 75Q: 3 clusters Score -5334357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -5334374.000000 Penalty: 1033.235352
	Iteration 76Q: 3 clusters Score -5334374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -5334406.000000 Penalty: 1033.235352
	Iteration 77Q: 3 clusters Score -5334406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -5334427.500000 Penalty: 1033.235352
	Iteration 78Q: 3 clusters Score -5334428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -5334441.500000 Penalty: 1033.235352
	Iteration 79Q: 3 clusters Score -5334442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -5334480.500000 Penalty: 1033.235352
	Iteration 80F: 3 clusters Score -5334480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -5334517.500000 Penalty: 1033.235352
	Iteration 81Q: 3 clusters Score -5334518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -5334540.500000 Penalty: 1033.235352
	Iteration 82Q: 3 clusters Score -5334540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -5334564.000000 Penalty: 1033.235352
	Iteration 83Q: 3 clusters Score -5334564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -5334595.000000 Penalty: 1033.235352
	Iteration 84Q: 3 clusters Score -5334595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -5334652.500000 Penalty: 1033.235352
	Iteration 85Q: 3 clusters Score -5334652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -5334694.500000 Penalty: 1033.235352
	Iteration 86Q: 3 clusters Score -5334694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -5334746.000000 Penalty: 1033.235352
	Iteration 87Q: 3 clusters Score -5334746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -5334808.000000 Penalty: 1033.235352
	Iteration 88Q: 3 clusters Score -5334808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -5334879.500000 Penalty: 1033.235352
	Iteration 89Q: 3 clusters Score -5334880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -5334929.500000 Penalty: 1033.235352
	Iteration 90Q: 3 clusters Score -5334930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -5334983.000000 Penalty: 1033.235352
	Iteration 91Q: 3 clusters Score -5334983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -5335063.500000 Penalty: 1033.235352
	Iteration 92Q: 3 clusters Score -5335064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -5335156.500000 Penalty: 1033.235352
	Iteration 93Q: 3 clusters Score -5335156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -5335233.000000 Penalty: 1033.235352
	Iteration 94Q: 3 clusters Score -5335233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -5335298.500000 Penalty: 1033.235352
	Iteration 95Q: 3 clusters Score -5335298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -5335388.000000 Penalty: 1033.235352
	Iteration 96Q: 3 clusters Score -5335388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -5335529.000000 Penalty: 1033.235352
	Iteration 97Q: 3 clusters Score -5335529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -5335655.500000 Penalty: 1033.235352
	Iteration 98Q: 3 clusters Score -5335656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -5335757.500000 Penalty: 1033.235352
	Iteration 99Q: 3 clusters Score -5335758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -5335875.000000 Penalty: 1033.235352
	Iteration 100F: 3 clusters Score -5335875 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -5335954.000000 Penalty: 1033.235352
	Iteration 101Q: 3 clusters Score -5335954 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -5336010.500000 Penalty: 1033.235352
	Iteration 102Q: 3 clusters Score -5336010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -5336120.500000 Penalty: 1033.235352
	Iteration 103Q: 3 clusters Score -5336120 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -5336208.500000 Penalty: 1033.235352
	Iteration 104Q: 3 clusters Score -5336208 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -5336283.500000 Penalty: 1033.235352
	Iteration 105Q: 3 clusters Score -5336284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -5336368.500000 Penalty: 1033.235352
	Iteration 106Q: 3 clusters Score -5336368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -5336492.000000 Penalty: 1033.235352
	Iteration 107Q: 3 clusters Score -5336492 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -5336581.000000 Penalty: 1033.235352
	Iteration 108Q: 3 clusters Score -5336581 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -5336667.000000 Penalty: 1033.235352
	Iteration 109Q: 3 clusters Score -5336667 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -5336770.000000 Penalty: 1033.235352
	Iteration 110Q: 3 clusters Score -5336770 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -5336869.000000 Penalty: 1033.235352
	Iteration 111Q: 3 clusters Score -5336869 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -5336954.000000 Penalty: 1033.235352
	Iteration 112Q: 3 clusters Score -5336954 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -5337030.500000 Penalty: 1033.235352
	Iteration 113Q: 3 clusters Score -5337030 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -5337094.500000 Penalty: 1033.235352
	Iteration 114Q: 3 clusters Score -5337094 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -5337133.000000 Penalty: 1033.235352
	Iteration 115Q: 3 clusters Score -5337133 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -5337175.000000 Penalty: 1033.235352
	Iteration 116Q: 3 clusters Score -5337175 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -5337209.500000 Penalty: 1033.235352
	Iteration 117Q: 3 clusters Score -5337210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -5337245.500000 Penalty: 1033.235352
	Iteration 118Q: 3 clusters Score -5337246 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -5337286.500000 Penalty: 1033.235352
	Iteration 119Q: 3 clusters Score -5337286 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -5337282.500000 Penalty: 1033.235352
	Iteration 120F: 3 clusters Score -5337282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -5337300.500000 Penalty: 1033.235352
	Iteration 121Q: 3 clusters Score -5337300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -5337336.000000 Penalty: 1033.235352
	Iteration 122Q: 3 clusters Score -5337336 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -5337369.000000 Penalty: 1033.235352
	Iteration 123Q: 3 clusters Score -5337369 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -5337350.500000 Penalty: 1033.235352
	Iteration 124Q: 3 clusters Score -5337350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -5337354.500000 Penalty: 1033.235352
	Iteration 125Q: 3 clusters Score -5337354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -5337351.000000 Penalty: 1033.235352
	Iteration 126Q: 3 clusters Score -5337351 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -5337357.500000 Penalty: 1033.235352
	Iteration 127Q: 3 clusters Score -5337358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -5337361.000000 Penalty: 1033.235352
	Iteration 128Q: 3 clusters Score -5337361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -5337378.000000 Penalty: 1033.235352
	Iteration 129Q: 3 clusters Score -5337378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -5337382.000000 Penalty: 1033.235352
	Iteration 130Q: 3 clusters Score -5337382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -5337401.500000 Penalty: 1033.235352
	Iteration 131Q: 3 clusters Score -5337402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -5337413.500000 Penalty: 1033.235352
	Iteration 132Q: 3 clusters Score -5337414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -5337419.500000 Penalty: 1033.235352
	Iteration 133Q: 3 clusters Score -5337420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -5337424.000000 Penalty: 1033.235352
	Iteration 134Q: 3 clusters Score -5337424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -5337424.000000 Penalty: 1033.235352
	Iteration 135Q: 3 clusters Score -5337424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -5337422.000000 Penalty: 1033.235352
	Iteration 136Q: 3 clusters Score -5337422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -5337422.000000 Penalty: 1033.235352
	Iteration 137Q: 3 clusters Score -5337422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -5337408.500000 Penalty: 1033.235352
	Iteration 138Q: 3 clusters Score -5337408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -5337412.000000 Penalty: 1033.235352
	Iteration 139Q: 3 clusters Score -5337412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -5337414.000000 Penalty: 1033.235352
	Iteration 140F: 3 clusters Score -5337414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
Score: -5337418.500000 Penalty: 1033.235352
	Iteration 141Q: 3 clusters Score -5337418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -5337414.000000 Penalty: 1033.235352
	Iteration 142Q: 3 clusters Score -5337414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -5337419.000000 Penalty: 1033.235352
	Iteration 143Q: 3 clusters Score -5337419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -5337418.000000 Penalty: 1033.235352
	Iteration 144Q: 3 clusters Score -5337418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -5337416.500000 Penalty: 1033.235352
	Iteration 145Q: 3 clusters Score -5337416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -5337425.500000 Penalty: 1033.235352
	Iteration 146Q: 3 clusters Score -5337426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -5337423.000000 Penalty: 1033.235352
	Iteration 147Q: 3 clusters Score -5337423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -5337420.500000 Penalty: 1033.235352
	Iteration 148Q: 3 clusters Score -5337420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -5337421.000000 Penalty: 1033.235352
	Iteration 149Q: 3 clusters Score -5337421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -5337425.000000 Penalty: 1033.235352
	Iteration 150Q: 3 clusters Score -5337425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -5337427.500000 Penalty: 1033.235352
	Iteration 151Q: 3 clusters Score -5337428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -5337427.000000 Penalty: 1033.235352
	Iteration 152Q: 3 clusters Score -5337427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -5337428.500000 Penalty: 1033.235352
	Iteration 153Q: 3 clusters Score -5337428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -5337428.500000 Penalty: 1033.235352
	Iteration 154Q: 3 clusters Score -5337428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -5337428.000000 Penalty: 1033.235352
	Iteration 155Q: 3 clusters Score -5337428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -5337429.500000 Penalty: 1033.235352
	Iteration 156Q: 3 clusters Score -5337430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -5337431.000000 Penalty: 1033.235352
	Iteration 157Q: 3 clusters Score -5337431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -5337429.500000 Penalty: 1033.235352
	Iteration 158Q: 3 clusters Score -5337430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -5337429.000000 Penalty: 1033.235352
	Iteration 159Q: 3 clusters Score -5337429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -5337439.000000 Penalty: 1033.235352
	Iteration 160F: 3 clusters Score -5337439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -5337437.000000 Penalty: 1033.235352
	Iteration 161Q: 3 clusters Score -5337437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -5337438.500000 Penalty: 1033.235352
	Iteration 162Q: 3 clusters Score -5337438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -5337430.000000 Penalty: 1033.235352
	Iteration 163Q: 3 clusters Score -5337430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 84428 members 
Entering Unmasked Estep 
Score: -5337428.000000 Penalty: 1033.235352
	Iteration 164Q: 3 clusters Score -5337428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -5337431.500000 Penalty: 1033.235352
	Iteration 165Q: 3 clusters Score -5337432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -5337436.500000 Penalty: 1033.235352
	Iteration 166Q: 3 clusters Score -5337436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -5337441.000000 Penalty: 1033.235352
	Iteration 167Q: 3 clusters Score -5337441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -5337444.000000 Penalty: 1033.235352
	Iteration 168Q: 3 clusters Score -5337444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -5337443.000000 Penalty: 1033.235352
	Iteration 169Q: 3 clusters Score -5337443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -5337442.500000 Penalty: 1033.235352
	Iteration 170Q: 3 clusters Score -5337442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -5337446.000000 Penalty: 1033.235352
	Iteration 171Q: 3 clusters Score -5337446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -5337447.000000 Penalty: 1033.235352
	Iteration 172Q: 3 clusters Score -5337447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -5337451.000000 Penalty: 1033.235352
	Iteration 173Q: 3 clusters Score -5337451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -5337452.500000 Penalty: 1033.235352
	Iteration 174Q: 3 clusters Score -5337452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -5337453.000000 Penalty: 1033.235352
	Iteration 175Q: 3 clusters Score -5337453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -5337454.000000 Penalty: 1033.235352
	Iteration 176Q: 3 clusters Score -5337454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -5337454.000000 Penalty: 1033.235352
	Iteration 177Q: 3 clusters Score -5337454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -5337457.000000 Penalty: 1033.235352
	Iteration 178Q: 3 clusters Score -5337457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -5337455.500000 Penalty: 1033.235352
	Iteration 179Q: 3 clusters Score -5337456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -5337456.000000 Penalty: 1033.235352
	Iteration 180F: 3 clusters Score -5337456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -5337457.500000 Penalty: 1033.235352
	Iteration 181Q: 3 clusters Score -5337458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -5337454.000000 Penalty: 1033.235352
	Iteration 182Q: 3 clusters Score -5337454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -5337461.000000 Penalty: 1033.235352
	Iteration 183Q: 3 clusters Score -5337461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -5337460.500000 Penalty: 1033.235352
	Iteration 184Q: 3 clusters Score -5337460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -5337458.500000 Penalty: 1033.235352
	Iteration 185Q: 3 clusters Score -5337458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -5337466.500000 Penalty: 1033.235352
	Iteration 186Q: 3 clusters Score -5337466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -5337461.000000 Penalty: 1033.235352
	Iteration 187Q: 3 clusters Score -5337461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -5337463.500000 Penalty: 1033.235352
	Iteration 188Q: 3 clusters Score -5337464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -5337467.000000 Penalty: 1033.235352
	Iteration 189Q: 3 clusters Score -5337467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -5337472.000000 Penalty: 1033.235352
	Iteration 190Q: 3 clusters Score -5337472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -5337466.500000 Penalty: 1033.235352
	Iteration 191Q: 3 clusters Score -5337466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -5337466.500000 Penalty: 1033.235352
	Iteration 192Q: 3 clusters Score -5337466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -5337466.000000 Penalty: 1033.235352
	Iteration 193Q: 3 clusters Score -5337466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -5337463.000000 Penalty: 1033.235352
	Iteration 194Q: 3 clusters Score -5337463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -5337468.000000 Penalty: 1033.235352
	Iteration 195Q: 3 clusters Score -5337468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -5337472.500000 Penalty: 1033.235352
	Iteration 196Q: 3 clusters Score -5337472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -5337468.500000 Penalty: 1033.235352
	Iteration 197Q: 3 clusters Score -5337468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -5337470.500000 Penalty: 1033.235352
	Iteration 198Q: 3 clusters Score -5337470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -5337469.500000 Penalty: 1033.235352
	Iteration 199Q: 3 clusters Score -5337470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
Score: -5337471.500000 Penalty: 1033.235352
	Iteration 200F: 3 clusters Score -5337472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -5337472.000000 Penalty: 1033.235352
	Iteration 201Q: 3 clusters Score -5337472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -5337479.000000 Penalty: 1033.235352
	Iteration 202Q: 3 clusters Score -5337479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -5337479.500000 Penalty: 1033.235352
	Iteration 203Q: 3 clusters Score -5337480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -5337478.500000 Penalty: 1033.235352
	Iteration 204Q: 3 clusters Score -5337478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -5337476.000000 Penalty: 1033.235352
	Iteration 205Q: 3 clusters Score -5337476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -5337478.500000 Penalty: 1033.235352
	Iteration 206Q: 3 clusters Score -5337478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -5337480.000000 Penalty: 1033.235352
	Iteration 207Q: 3 clusters Score -5337480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -5337478.000000 Penalty: 1033.235352
	Iteration 208Q: 3 clusters Score -5337478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -5337475.000000 Penalty: 1033.235352
	Iteration 209Q: 3 clusters Score -5337475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -5337475.000000 Penalty: 1033.235352
	Iteration 210F: 3 clusters Score -5337475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 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 224 members 
Entering Unmasked Estep 
Score: -26177.623047 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26177.62 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26309.205078 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26309.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26347.740234 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26347.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26381.472656 Penalty: 549.879639
	Iteration 3Q: 3 clusters Score -26381.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26405.144531 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26405.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26419.437500 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26419.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26426.835938 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26426.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26435.980469 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26435.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26449.873047 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26449.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26476.873047 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26476.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26494.648438 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26494.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26512.906250 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26512.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26535.410156 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26535.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26546.298828 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26549.091797 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -26549.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26552.462891 Penalty: 549.879639
	Iteration 15Q: 3 clusters Score -26552.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26553.482422 Penalty: 549.879639
	Iteration 16Q: 3 clusters Score -26553.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26556.304688 Penalty: 549.879639
	Iteration 17Q: 3 clusters Score -26556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26558.730469 Penalty: 549.879639
	Iteration 18Q: 3 clusters Score -26558.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26560.089844 Penalty: 549.879639
	Iteration 19Q: 3 clusters Score -26560.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26560.785156 Penalty: 549.879639
	Iteration 20F: 3 clusters Score -26560.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -207115.656250 Penalty: 368.001617
	Iteration 0F: 2 clusters Score -207115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -204828.265625 Penalty: 736.003235
	Iteration 0F: 3 clusters Score -204828.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -205636.000000 Penalty: 736.003235
	Iteration 1F: 3 clusters Score -205636 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -205802.078125 Penalty: 736.003235
	Iteration 2F: 3 clusters Score -205802.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -205959.453125 Penalty: 736.003235
	Iteration 3F: 3 clusters Score -205959.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -206096.531250 Penalty: 736.003235
	Iteration 4F: 3 clusters Score -206096.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -206213.906250 Penalty: 736.003235
	Iteration 5F: 3 clusters Score -206213.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -206332.421875 Penalty: 736.003235
	Iteration 6Q: 3 clusters Score -206332.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -206428.750000 Penalty: 736.003235
	Iteration 7Q: 3 clusters Score -206428.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -206488.234375 Penalty: 736.003235
	Iteration 8Q: 3 clusters Score -206488.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -206527.015625 Penalty: 736.003235
	Iteration 9Q: 3 clusters Score -206527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -206545.687500 Penalty: 736.003235
	Iteration 10Q: 3 clusters Score -206545.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -206558.562500 Penalty: 736.003235
	Iteration 11Q: 3 clusters Score -206558.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -206571.015625 Penalty: 736.003235
	Iteration 12Q: 3 clusters Score -206571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -206582.578125 Penalty: 736.003235
	Iteration 13Q: 3 clusters Score -206582.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -206590.515625 Penalty: 736.003235
	Iteration 14Q: 3 clusters Score -206590.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -206599.468750 Penalty: 736.003235
	Iteration 15Q: 3 clusters Score -206599.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -206609.156250 Penalty: 736.003235
	Iteration 16Q: 3 clusters Score -206609.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -206614.984375 Penalty: 736.003235
	Iteration 17Q: 3 clusters Score -206615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -206623.078125 Penalty: 736.003235
	Iteration 18Q: 3 clusters Score -206623.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -206633.984375 Penalty: 736.003235
	Iteration 19Q: 3 clusters Score -206634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -206645.046875 Penalty: 736.003235
	Iteration 20F: 3 clusters Score -206645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -206653.625000 Penalty: 736.003235
	Iteration 21Q: 3 clusters Score -206653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -206662.921875 Penalty: 736.003235
	Iteration 22Q: 3 clusters Score -206662.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -206669.562500 Penalty: 736.003235
	Iteration 23Q: 3 clusters Score -206669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -206674.390625 Penalty: 736.003235
	Iteration 24Q: 3 clusters Score -206674.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -206679.531250 Penalty: 736.003235
	Iteration 25Q: 3 clusters Score -206679.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -206688.859375 Penalty: 736.003235
	Iteration 26Q: 3 clusters Score -206688.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -206698.312500 Penalty: 736.003235
	Iteration 27Q: 3 clusters Score -206698.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -206707.796875 Penalty: 736.003235
	Iteration 28Q: 3 clusters Score -206707.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -206718.531250 Penalty: 736.003235
	Iteration 29Q: 3 clusters Score -206718.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -206727.156250 Penalty: 736.003235
	Iteration 30Q: 3 clusters Score -206727.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -206736.000000 Penalty: 736.003235
	Iteration 31Q: 3 clusters Score -206736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -206745.109375 Penalty: 736.003235
	Iteration 32Q: 3 clusters Score -206745.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -206754.515625 Penalty: 736.003235
	Iteration 33Q: 3 clusters Score -206754.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -206763.968750 Penalty: 736.003235
	Iteration 34Q: 3 clusters Score -206764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -206772.734375 Penalty: 736.003235
	Iteration 35Q: 3 clusters Score -206772.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -206782.203125 Penalty: 736.003235
	Iteration 36Q: 3 clusters Score -206782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -206787.671875 Penalty: 736.003235
	Iteration 37Q: 3 clusters Score -206787.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -206793.906250 Penalty: 736.003235
	Iteration 38Q: 3 clusters Score -206793.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -206797.828125 Penalty: 736.003235
	Iteration 39Q: 3 clusters Score -206797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -206801.484375 Penalty: 736.003235
	Iteration 40F: 3 clusters Score -206801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -206803.687500 Penalty: 736.003235
	Iteration 41Q: 3 clusters Score -206803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -206807.218750 Penalty: 736.003235
	Iteration 42Q: 3 clusters Score -206807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -206809.328125 Penalty: 736.003235
	Iteration 43Q: 3 clusters Score -206809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -206810.734375 Penalty: 736.003235
	Iteration 44Q: 3 clusters Score -206810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -206814.203125 Penalty: 736.003235
	Iteration 45Q: 3 clusters Score -206814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -206816.906250 Penalty: 736.003235
	Iteration 46Q: 3 clusters Score -206816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -206819.609375 Penalty: 736.003235
	Iteration 47Q: 3 clusters Score -206819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -206824.031250 Penalty: 736.003235
	Iteration 48Q: 3 clusters Score -206824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -206828.015625 Penalty: 736.003235
	Iteration 49Q: 3 clusters Score -206828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -206830.484375 Penalty: 736.003235
	Iteration 50Q: 3 clusters Score -206830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -206834.000000 Penalty: 736.003235
	Iteration 51Q: 3 clusters Score -206834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -206836.437500 Penalty: 736.003235
	Iteration 52Q: 3 clusters Score -206836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -206837.734375 Penalty: 736.003235
	Iteration 53Q: 3 clusters Score -206837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -206837.734375 Penalty: 736.003235
	Iteration 54F: 3 clusters Score -206837.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (91119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Entering Unmasked Estep 
Score: -5685811.500000 Penalty: 519.606445
	Iteration 0F: 2 clusters Score -5685812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -5626747.500000 Penalty: 1039.212891
	Iteration 0F: 3 clusters Score -5626748 nChanged 44422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5655627.500000 Penalty: 1039.212891
	Iteration 1F: 3 clusters Score -5655628 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -5659199.500000 Penalty: 1039.212891
	Iteration 2F: 3 clusters Score -5659200 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -5665548.500000 Penalty: 1039.212891
	Iteration 3F: 3 clusters Score -5665548 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -5673349.500000 Penalty: 1039.212891
	Iteration 4F: 3 clusters Score -5673350 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -5677894.000000 Penalty: 1039.212891
	Iteration 5F: 3 clusters Score -5677894 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -5679333.500000 Penalty: 1039.212891
	Iteration 6Q: 3 clusters Score -5679334 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -5680001.000000 Penalty: 1039.212891
	Iteration 7Q: 3 clusters Score -5680001 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5680215.000000 Penalty: 1039.212891
	Iteration 8Q: 3 clusters Score -5680215 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5679941.500000 Penalty: 1039.212891
	Iteration 9Q: 3 clusters Score -5679942 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -5679715.000000 Penalty: 1039.212891
	Iteration 10Q: 3 clusters Score -5679715 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -5679758.500000 Penalty: 1039.212891
	Iteration 11Q: 3 clusters Score -5679758 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5679743.000000 Penalty: 1039.212891
	Iteration 12Q: 3 clusters Score -5679743 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -5680006.500000 Penalty: 1039.212891
	Iteration 13Q: 3 clusters Score -5680006 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5680154.500000 Penalty: 1039.212891
	Iteration 14Q: 3 clusters Score -5680154 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5680341.500000 Penalty: 1039.212891
	Iteration 15Q: 3 clusters Score -5680342 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5680701.000000 Penalty: 1039.212891
	Iteration 16Q: 3 clusters Score -5680701 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5682215.500000 Penalty: 1039.212891
	Iteration 17Q: 3 clusters Score -5682216 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -5682896.000000 Penalty: 1039.212891
	Iteration 18Q: 3 clusters Score -5682896 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -5683398.500000 Penalty: 1039.212891
	Iteration 19Q: 3 clusters Score -5683398 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -5683934.500000 Penalty: 1039.212891
	Iteration 20F: 3 clusters Score -5683934 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -5684535.500000 Penalty: 1039.212891
	Iteration 21Q: 3 clusters Score -5684536 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5684903.000000 Penalty: 1039.212891
	Iteration 22Q: 3 clusters Score -5684903 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -5685134.000000 Penalty: 1039.212891
	Iteration 23Q: 3 clusters Score -5685134 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -5685307.500000 Penalty: 1039.212891
	Iteration 24Q: 3 clusters Score -5685308 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5685398.500000 Penalty: 1039.212891
	Iteration 25Q: 3 clusters Score -5685398 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5685470.500000 Penalty: 1039.212891
	Iteration 26Q: 3 clusters Score -5685470 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5685527.000000 Penalty: 1039.212891
	Iteration 27Q: 3 clusters Score -5685527 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5685520.500000 Penalty: 1039.212891
	Iteration 28Q: 3 clusters Score -5685520 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5685549.500000 Penalty: 1039.212891
	Iteration 29Q: 3 clusters Score -5685550 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5685569.000000 Penalty: 1039.212891
	Iteration 30Q: 3 clusters Score -5685569 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5685565.500000 Penalty: 1039.212891
	Iteration 31Q: 3 clusters Score -5685566 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5685582.500000 Penalty: 1039.212891
	Iteration 32Q: 3 clusters Score -5685582 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5685575.000000 Penalty: 1039.212891
	Iteration 33Q: 3 clusters Score -5685575 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5685584.000000 Penalty: 1039.212891
	Iteration 34Q: 3 clusters Score -5685584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5685582.000000 Penalty: 1039.212891
	Iteration 35Q: 3 clusters Score -5685582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5685586.000000 Penalty: 1039.212891
	Iteration 36Q: 3 clusters Score -5685586 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5685577.000000 Penalty: 1039.212891
	Iteration 37Q: 3 clusters Score -5685577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5685597.000000 Penalty: 1039.212891
	Iteration 38Q: 3 clusters Score -5685597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5685616.000000 Penalty: 1039.212891
	Iteration 39Q: 3 clusters Score -5685616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5685625.500000 Penalty: 1039.212891
	Iteration 40F: 3 clusters Score -5685626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5685635.500000 Penalty: 1039.212891
	Iteration 41Q: 3 clusters Score -5685636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5685631.500000 Penalty: 1039.212891
	Iteration 42Q: 3 clusters Score -5685632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5685632.500000 Penalty: 1039.212891
	Iteration 43Q: 3 clusters Score -5685632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5685637.000000 Penalty: 1039.212891
	Iteration 44Q: 3 clusters Score -5685637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5685634.000000 Penalty: 1039.212891
	Iteration 45Q: 3 clusters Score -5685634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5685637.000000 Penalty: 1039.212891
	Iteration 46Q: 3 clusters Score -5685637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5685639.500000 Penalty: 1039.212891
	Iteration 47Q: 3 clusters Score -5685640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5685645.500000 Penalty: 1039.212891
	Iteration 48Q: 3 clusters Score -5685646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5685647.000000 Penalty: 1039.212891
	Iteration 49Q: 3 clusters Score -5685647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5685648.000000 Penalty: 1039.212891
	Iteration 50Q: 3 clusters Score -5685648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5685643.500000 Penalty: 1039.212891
	Iteration 51Q: 3 clusters Score -5685644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5685634.000000 Penalty: 1039.212891
	Iteration 52Q: 3 clusters Score -5685634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5685641.000000 Penalty: 1039.212891
	Iteration 53Q: 3 clusters Score -5685641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5685639.000000 Penalty: 1039.212891
	Iteration 54Q: 3 clusters Score -5685639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5685632.000000 Penalty: 1039.212891
	Iteration 55Q: 3 clusters Score -5685632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5685631.000000 Penalty: 1039.212891
	Iteration 56Q: 3 clusters Score -5685631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5685633.500000 Penalty: 1039.212891
	Iteration 57Q: 3 clusters Score -5685634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5685633.500000 Penalty: 1039.212891
	Iteration 58F: 3 clusters Score -5685634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Entering Unmasked Estep 
Score: -3030243.250000 Penalty: 491.713745
	Iteration 0F: 2 clusters Score -3030243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2997068.000000 Penalty: 983.427490
	Iteration 0F: 3 clusters Score -2997068 nChanged 23995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3011554.750000 Penalty: 983.427490
	Iteration 1F: 3 clusters Score -3011555 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3012598.500000 Penalty: 983.427490
	Iteration 2Q: 3 clusters Score -3012598 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3014322.250000 Penalty: 983.427490
	Iteration 3F: 3 clusters Score -3014322 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3016811.250000 Penalty: 983.427490
	Iteration 4F: 3 clusters Score -3016811 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3019943.250000 Penalty: 983.427490
	Iteration 5F: 3 clusters Score -3019943 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3022242.250000 Penalty: 983.427490
	Iteration 6F: 3 clusters Score -3022242 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3023151.250000 Penalty: 983.427490
	Iteration 7Q: 3 clusters Score -3023151 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3023557.000000 Penalty: 983.427490
	Iteration 8Q: 3 clusters Score -3023557 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3023866.750000 Penalty: 983.427490
	Iteration 9Q: 3 clusters Score -3023867 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3024205.000000 Penalty: 983.427490
	Iteration 10Q: 3 clusters Score -3024205 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3024565.250000 Penalty: 983.427490
	Iteration 11Q: 3 clusters Score -3024565 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3024900.250000 Penalty: 983.427490
	Iteration 12Q: 3 clusters Score -3024900 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3025243.500000 Penalty: 983.427490
	Iteration 13Q: 3 clusters Score -3025244 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3025584.250000 Penalty: 983.427490
	Iteration 14Q: 3 clusters Score -3025584 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3025889.500000 Penalty: 983.427490
	Iteration 15Q: 3 clusters Score -3025890 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3026188.500000 Penalty: 983.427490
	Iteration 16Q: 3 clusters Score -3026188 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3026419.500000 Penalty: 983.427490
	Iteration 17Q: 3 clusters Score -3026420 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3026609.250000 Penalty: 983.427490
	Iteration 18Q: 3 clusters Score -3026609 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3026767.250000 Penalty: 983.427490
	Iteration 19Q: 3 clusters Score -3026767 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3026883.500000 Penalty: 983.427490
	Iteration 20F: 3 clusters Score -3026884 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3027021.500000 Penalty: 983.427490
	Iteration 21Q: 3 clusters Score -3027022 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3027125.750000 Penalty: 983.427490
	Iteration 22Q: 3 clusters Score -3027126 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3027219.500000 Penalty: 983.427490
	Iteration 23Q: 3 clusters Score -3027220 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3027325.500000 Penalty: 983.427490
	Iteration 24Q: 3 clusters Score -3027326 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3027464.250000 Penalty: 983.427490
	Iteration 25Q: 3 clusters Score -3027464 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3027578.750000 Penalty: 983.427490
	Iteration 26Q: 3 clusters Score -3027579 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3027684.250000 Penalty: 983.427490
	Iteration 27Q: 3 clusters Score -3027684 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3027786.750000 Penalty: 983.427490
	Iteration 28Q: 3 clusters Score -3027787 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3027835.250000 Penalty: 983.427490
	Iteration 29Q: 3 clusters Score -3027835 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3027895.750000 Penalty: 983.427490
	Iteration 30Q: 3 clusters Score -3027896 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3027972.750000 Penalty: 983.427490
	Iteration 31Q: 3 clusters Score -3027973 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3028047.250000 Penalty: 983.427490
	Iteration 32Q: 3 clusters Score -3028047 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3028136.750000 Penalty: 983.427490
	Iteration 33Q: 3 clusters Score -3028137 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3028230.000000 Penalty: 983.427490
	Iteration 34Q: 3 clusters Score -3028230 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3028313.250000 Penalty: 983.427490
	Iteration 35Q: 3 clusters Score -3028313 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3028388.250000 Penalty: 983.427490
	Iteration 36Q: 3 clusters Score -3028388 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3028482.750000 Penalty: 983.427490
	Iteration 37Q: 3 clusters Score -3028483 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3028586.500000 Penalty: 983.427490
	Iteration 38Q: 3 clusters Score -3028586 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3028683.750000 Penalty: 983.427490
	Iteration 39Q: 3 clusters Score -3028684 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3028808.500000 Penalty: 983.427490
	Iteration 40F: 3 clusters Score -3028808 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3028928.500000 Penalty: 983.427490
	Iteration 41Q: 3 clusters Score -3028928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3029030.750000 Penalty: 983.427490
	Iteration 42Q: 3 clusters Score -3029031 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3029140.000000 Penalty: 983.427490
	Iteration 43Q: 3 clusters Score -3029140 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3029235.500000 Penalty: 983.427490
	Iteration 44Q: 3 clusters Score -3029236 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3029312.500000 Penalty: 983.427490
	Iteration 45Q: 3 clusters Score -3029312 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3029391.250000 Penalty: 983.427490
	Iteration 46Q: 3 clusters Score -3029391 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3029450.750000 Penalty: 983.427490
	Iteration 47Q: 3 clusters Score -3029451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3029500.750000 Penalty: 983.427490
	Iteration 48Q: 3 clusters Score -3029501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3029544.250000 Penalty: 983.427490
	Iteration 49Q: 3 clusters Score -3029544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3029591.250000 Penalty: 983.427490
	Iteration 50Q: 3 clusters Score -3029591 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3029630.500000 Penalty: 983.427490
	Iteration 51Q: 3 clusters Score -3029630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3029673.750000 Penalty: 983.427490
	Iteration 52Q: 3 clusters Score -3029674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3029733.000000 Penalty: 983.427490
	Iteration 53Q: 3 clusters Score -3029733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3029777.000000 Penalty: 983.427490
	Iteration 54Q: 3 clusters Score -3029777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3029814.000000 Penalty: 983.427490
	Iteration 55Q: 3 clusters Score -3029814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3029846.250000 Penalty: 983.427490
	Iteration 56Q: 3 clusters Score -3029846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3029867.000000 Penalty: 983.427490
	Iteration 57Q: 3 clusters Score -3029867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3029874.750000 Penalty: 983.427490
	Iteration 58Q: 3 clusters Score -3029875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3029880.250000 Penalty: 983.427490
	Iteration 59Q: 3 clusters Score -3029880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3029879.750000 Penalty: 983.427490
	Iteration 60F: 3 clusters Score -3029880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3029886.750000 Penalty: 983.427490
	Iteration 61Q: 3 clusters Score -3029887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3029893.250000 Penalty: 983.427490
	Iteration 62Q: 3 clusters Score -3029893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3029900.250000 Penalty: 983.427490
	Iteration 63Q: 3 clusters Score -3029900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3029900.250000 Penalty: 983.427490
	Iteration 64Q: 3 clusters Score -3029900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3029906.750000 Penalty: 983.427490
	Iteration 65Q: 3 clusters Score -3029907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3029914.500000 Penalty: 983.427490
	Iteration 66Q: 3 clusters Score -3029914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3029922.500000 Penalty: 983.427490
	Iteration 67Q: 3 clusters Score -3029922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3029932.000000 Penalty: 983.427490
	Iteration 68Q: 3 clusters Score -3029932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3029939.250000 Penalty: 983.427490
	Iteration 69Q: 3 clusters Score -3029939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3029939.250000 Penalty: 983.427490
	Iteration 70Q: 3 clusters Score -3029939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3029938.750000 Penalty: 983.427490
	Iteration 71Q: 3 clusters Score -3029939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3029942.500000 Penalty: 983.427490
	Iteration 72Q: 3 clusters Score -3029942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3029942.250000 Penalty: 983.427490
	Iteration 73Q: 3 clusters Score -3029942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3029945.250000 Penalty: 983.427490
	Iteration 74Q: 3 clusters Score -3029945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3029945.750000 Penalty: 983.427490
	Iteration 75Q: 3 clusters Score -3029946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3029945.750000 Penalty: 983.427490
	Iteration 76F: 3 clusters Score -3029946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Entering Unmasked Estep 
Score: -530281.312500 Penalty: 409.907593
	Iteration 0F: 2 clusters Score -530281.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -524827.062500 Penalty: 819.815186
	Iteration 0F: 3 clusters Score -524827.1 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -526918.312500 Penalty: 819.815186
	Iteration 1F: 3 clusters Score -526918.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -527142.812500 Penalty: 819.815186
	Iteration 2F: 3 clusters Score -527142.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -527431.937500 Penalty: 819.815186
	Iteration 3F: 3 clusters Score -527431.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -527787.312500 Penalty: 819.815186
	Iteration 4F: 3 clusters Score -527787.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -528193.062500 Penalty: 819.815186
	Iteration 5F: 3 clusters Score -528193.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -528552.187500 Penalty: 819.815186
	Iteration 6F: 3 clusters Score -528552.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -528738.000000 Penalty: 819.815186
	Iteration 7Q: 3 clusters Score -528738 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -528807.375000 Penalty: 819.815186
	Iteration 8Q: 3 clusters Score -528807.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -528854.812500 Penalty: 819.815186
	Iteration 9Q: 3 clusters Score -528854.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -528882.562500 Penalty: 819.815186
	Iteration 10Q: 3 clusters Score -528882.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -528901.062500 Penalty: 819.815186
	Iteration 11Q: 3 clusters Score -528901.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -528921.687500 Penalty: 819.815186
	Iteration 12Q: 3 clusters Score -528921.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -528944.250000 Penalty: 819.815186
	Iteration 13Q: 3 clusters Score -528944.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -528968.687500 Penalty: 819.815186
	Iteration 14Q: 3 clusters Score -528968.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -528981.500000 Penalty: 819.815186
	Iteration 15Q: 3 clusters Score -528981.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -528990.000000 Penalty: 819.815186
	Iteration 16Q: 3 clusters Score -528990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -528999.937500 Penalty: 819.815186
	Iteration 17Q: 3 clusters Score -528999.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -529009.562500 Penalty: 819.815186
	Iteration 18Q: 3 clusters Score -529009.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -529021.812500 Penalty: 819.815186
	Iteration 19Q: 3 clusters Score -529021.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -529032.750000 Penalty: 819.815186
	Iteration 20F: 3 clusters Score -529032.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -529043.500000 Penalty: 819.815186
	Iteration 21Q: 3 clusters Score -529043.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -529052.500000 Penalty: 819.815186
	Iteration 22Q: 3 clusters Score -529052.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -529067.375000 Penalty: 819.815186
	Iteration 23Q: 3 clusters Score -529067.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -529079.000000 Penalty: 819.815186
	Iteration 24Q: 3 clusters Score -529079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -529088.687500 Penalty: 819.815186
	Iteration 25Q: 3 clusters Score -529088.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -529101.625000 Penalty: 819.815186
	Iteration 26Q: 3 clusters Score -529101.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -529119.125000 Penalty: 819.815186
	Iteration 27Q: 3 clusters Score -529119.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -529138.187500 Penalty: 819.815186
	Iteration 28Q: 3 clusters Score -529138.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -529155.375000 Penalty: 819.815186
	Iteration 29Q: 3 clusters Score -529155.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -529172.375000 Penalty: 819.815186
	Iteration 30Q: 3 clusters Score -529172.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -529191.500000 Penalty: 819.815186
	Iteration 31Q: 3 clusters Score -529191.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -529218.875000 Penalty: 819.815186
	Iteration 32Q: 3 clusters Score -529218.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -529247.437500 Penalty: 819.815186
	Iteration 33Q: 3 clusters Score -529247.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -529280.125000 Penalty: 819.815186
	Iteration 34Q: 3 clusters Score -529280.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -529308.562500 Penalty: 819.815186
	Iteration 35Q: 3 clusters Score -529308.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -529339.375000 Penalty: 819.815186
	Iteration 36Q: 3 clusters Score -529339.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -529372.437500 Penalty: 819.815186
	Iteration 37Q: 3 clusters Score -529372.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -529407.500000 Penalty: 819.815186
	Iteration 38Q: 3 clusters Score -529407.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -529446.625000 Penalty: 819.815186
	Iteration 39Q: 3 clusters Score -529446.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -529487.875000 Penalty: 819.815186
	Iteration 40F: 3 clusters Score -529487.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -529517.937500 Penalty: 819.815186
	Iteration 41Q: 3 clusters Score -529517.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -529548.937500 Penalty: 819.815186
	Iteration 42Q: 3 clusters Score -529548.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -529576.750000 Penalty: 819.815186
	Iteration 43Q: 3 clusters Score -529576.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -529611.250000 Penalty: 819.815186
	Iteration 44Q: 3 clusters Score -529611.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -529649.437500 Penalty: 819.815186
	Iteration 45Q: 3 clusters Score -529649.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -529681.187500 Penalty: 819.815186
	Iteration 46Q: 3 clusters Score -529681.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -529700.000000 Penalty: 819.815186
	Iteration 47Q: 3 clusters Score -529700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -529724.875000 Penalty: 819.815186
	Iteration 48Q: 3 clusters Score -529724.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -529747.562500 Penalty: 819.815186
	Iteration 49Q: 3 clusters Score -529747.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -529769.375000 Penalty: 819.815186
	Iteration 50Q: 3 clusters Score -529769.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -529786.312500 Penalty: 819.815186
	Iteration 51Q: 3 clusters Score -529786.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -529805.812500 Penalty: 819.815186
	Iteration 52Q: 3 clusters Score -529805.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -529818.500000 Penalty: 819.815186
	Iteration 53Q: 3 clusters Score -529818.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -529827.937500 Penalty: 819.815186
	Iteration 54Q: 3 clusters Score -529827.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -529836.437500 Penalty: 819.815186
	Iteration 55Q: 3 clusters Score -529836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -529844.187500 Penalty: 819.815186
	Iteration 56Q: 3 clusters Score -529844.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -529855.250000 Penalty: 819.815186
	Iteration 57Q: 3 clusters Score -529855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -529865.125000 Penalty: 819.815186
	Iteration 58Q: 3 clusters Score -529865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -529872.375000 Penalty: 819.815186
	Iteration 59Q: 3 clusters Score -529872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -529880.062500 Penalty: 819.815186
	Iteration 60F: 3 clusters Score -529880.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -529886.375000 Penalty: 819.815186
	Iteration 61Q: 3 clusters Score -529886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -529891.812500 Penalty: 819.815186
	Iteration 62Q: 3 clusters Score -529891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -529894.812500 Penalty: 819.815186
	Iteration 63Q: 3 clusters Score -529894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -529896.312500 Penalty: 819.815186
	Iteration 64Q: 3 clusters Score -529896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -529898.687500 Penalty: 819.815186
	Iteration 65Q: 3 clusters Score -529898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -529900.000000 Penalty: 819.815186
	Iteration 66Q: 3 clusters Score -529900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -529900.250000 Penalty: 819.815186
	Iteration 67Q: 3 clusters Score -529900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -529901.562500 Penalty: 819.815186
	Iteration 68Q: 3 clusters Score -529901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -529902.062500 Penalty: 819.815186
	Iteration 69Q: 3 clusters Score -529902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -529902.062500 Penalty: 819.815186
	Iteration 70F: 3 clusters Score -529902.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -303344.531250 Penalty: 386.826141
	Iteration 0F: 2 clusters Score -303344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -299992.093750 Penalty: 773.652283
	Iteration 0F: 3 clusters Score -299992.1 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -301179.593750 Penalty: 773.652283
	Iteration 1F: 3 clusters Score -301179.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -301281.375000 Penalty: 773.652283
	Iteration 2F: 3 clusters Score -301281.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -301416.718750 Penalty: 773.652283
	Iteration 3Q: 3 clusters Score -301416.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -301637.062500 Penalty: 773.652283
	Iteration 4F: 3 clusters Score -301637.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -301973.031250 Penalty: 773.652283
	Iteration 5F: 3 clusters Score -301973 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -302367.468750 Penalty: 773.652283
	Iteration 6F: 3 clusters Score -302367.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -302617.812500 Penalty: 773.652283
	Iteration 7F: 3 clusters Score -302617.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -302732.437500 Penalty: 773.652283
	Iteration 8Q: 3 clusters Score -302732.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -302789.093750 Penalty: 773.652283
	Iteration 9Q: 3 clusters Score -302789.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -302838.093750 Penalty: 773.652283
	Iteration 10Q: 3 clusters Score -302838.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -302889.000000 Penalty: 773.652283
	Iteration 11Q: 3 clusters Score -302889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -302931.781250 Penalty: 773.652283
	Iteration 12Q: 3 clusters Score -302931.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -302974.812500 Penalty: 773.652283
	Iteration 13Q: 3 clusters Score -302974.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -303022.843750 Penalty: 773.652283
	Iteration 14Q: 3 clusters Score -303022.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -303077.906250 Penalty: 773.652283
	Iteration 15Q: 3 clusters Score -303077.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -303137.062500 Penalty: 773.652283
	Iteration 16Q: 3 clusters Score -303137.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -303187.187500 Penalty: 773.652283
	Iteration 17Q: 3 clusters Score -303187.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -303230.562500 Penalty: 773.652283
	Iteration 18Q: 3 clusters Score -303230.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -303272.250000 Penalty: 773.652283
	Iteration 19Q: 3 clusters Score -303272.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -303307.843750 Penalty: 773.652283
	Iteration 20F: 3 clusters Score -303307.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -303341.843750 Penalty: 773.652283
	Iteration 21Q: 3 clusters Score -303341.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -303361.625000 Penalty: 773.652283
	Iteration 22Q: 3 clusters Score -303361.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -303381.625000 Penalty: 773.652283
	Iteration 23Q: 3 clusters Score -303381.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -303398.406250 Penalty: 773.652283
	Iteration 24Q: 3 clusters Score -303398.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -303407.531250 Penalty: 773.652283
	Iteration 25Q: 3 clusters Score -303407.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -303419.031250 Penalty: 773.652283
	Iteration 26Q: 3 clusters Score -303419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -303430.750000 Penalty: 773.652283
	Iteration 27Q: 3 clusters Score -303430.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -303440.593750 Penalty: 773.652283
	Iteration 28Q: 3 clusters Score -303440.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -303451.125000 Penalty: 773.652283
	Iteration 29Q: 3 clusters Score -303451.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -303459.468750 Penalty: 773.652283
	Iteration 30Q: 3 clusters Score -303459.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -303465.593750 Penalty: 773.652283
	Iteration 31Q: 3 clusters Score -303465.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303472.437500 Penalty: 773.652283
	Iteration 32Q: 3 clusters Score -303472.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -303477.187500 Penalty: 773.652283
	Iteration 33Q: 3 clusters Score -303477.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303481.187500 Penalty: 773.652283
	Iteration 34Q: 3 clusters Score -303481.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -303487.187500 Penalty: 773.652283
	Iteration 35Q: 3 clusters Score -303487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -303492.312500 Penalty: 773.652283
	Iteration 36Q: 3 clusters Score -303492.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -303496.218750 Penalty: 773.652283
	Iteration 37Q: 3 clusters Score -303496.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -303499.750000 Penalty: 773.652283
	Iteration 38Q: 3 clusters Score -303499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -303504.375000 Penalty: 773.652283
	Iteration 39Q: 3 clusters Score -303504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -303507.562500 Penalty: 773.652283
	Iteration 40F: 3 clusters Score -303507.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303508.968750 Penalty: 773.652283
	Iteration 41Q: 3 clusters Score -303509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303509.812500 Penalty: 773.652283
	Iteration 42Q: 3 clusters Score -303509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -303511.375000 Penalty: 773.652283
	Iteration 43Q: 3 clusters Score -303511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -303511.875000 Penalty: 773.652283
	Iteration 44Q: 3 clusters Score -303511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -303513.312500 Penalty: 773.652283
	Iteration 45Q: 3 clusters Score -303513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -303513.687500 Penalty: 773.652283
	Iteration 46Q: 3 clusters Score -303513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -303514.062500 Penalty: 773.652283
	Iteration 47Q: 3 clusters Score -303514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -303514.062500 Penalty: 773.652283
	Iteration 48F: 3 clusters Score -303514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 3684 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1239 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290864.000000 Penalty: 37422.929688
Splitting cluster 20 changes total score from -53291092.000000 to -53290864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (91105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91105 members 
Entering Unmasked Estep 
Score: -5613701.000000 Penalty: 519.599487
	Iteration 0F: 2 clusters Score -5613701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -5553064.000000 Penalty: 1039.198975
	Iteration 0F: 3 clusters Score -5553064 nChanged 44597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5580565.000000 Penalty: 1039.198975
	Iteration 1F: 3 clusters Score -5580565 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5582299.000000 Penalty: 1039.198975
	Iteration 2Q: 3 clusters Score -5582299 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -5585691.000000 Penalty: 1039.198975
	Iteration 3F: 3 clusters Score -5585691 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5591129.500000 Penalty: 1039.198975
	Iteration 4F: 3 clusters Score -5591130 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -5597015.500000 Penalty: 1039.198975
	Iteration 5F: 3 clusters Score -5597016 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5600079.000000 Penalty: 1039.198975
	Iteration 6F: 3 clusters Score -5600079 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -5600917.500000 Penalty: 1039.198975
	Iteration 7Q: 3 clusters Score -5600918 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -5601209.500000 Penalty: 1039.198975
	Iteration 8Q: 3 clusters Score -5601210 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5601387.500000 Penalty: 1039.198975
	Iteration 9Q: 3 clusters Score -5601388 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5601593.000000 Penalty: 1039.198975
	Iteration 10Q: 3 clusters Score -5601593 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -5601813.500000 Penalty: 1039.198975
	Iteration 11Q: 3 clusters Score -5601814 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5602025.500000 Penalty: 1039.198975
	Iteration 12Q: 3 clusters Score -5602026 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -5602244.000000 Penalty: 1039.198975
	Iteration 13Q: 3 clusters Score -5602244 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5602365.500000 Penalty: 1039.198975
	Iteration 14Q: 3 clusters Score -5602366 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -5602485.500000 Penalty: 1039.198975
	Iteration 15Q: 3 clusters Score -5602486 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -5602647.000000 Penalty: 1039.198975
	Iteration 16Q: 3 clusters Score -5602647 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5602755.500000 Penalty: 1039.198975
	Iteration 17Q: 3 clusters Score -5602756 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5602919.500000 Penalty: 1039.198975
	Iteration 18Q: 3 clusters Score -5602920 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5603041.000000 Penalty: 1039.198975
	Iteration 19Q: 3 clusters Score -5603041 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -5603189.500000 Penalty: 1039.198975
	Iteration 20F: 3 clusters Score -5603190 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5603298.500000 Penalty: 1039.198975
	Iteration 21Q: 3 clusters Score -5603298 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5603322.000000 Penalty: 1039.198975
	Iteration 22Q: 3 clusters Score -5603322 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5603375.000000 Penalty: 1039.198975
	Iteration 23Q: 3 clusters Score -5603375 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -5603446.500000 Penalty: 1039.198975
	Iteration 24Q: 3 clusters Score -5603446 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5603493.000000 Penalty: 1039.198975
	Iteration 25Q: 3 clusters Score -5603493 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5603568.000000 Penalty: 1039.198975
	Iteration 26Q: 3 clusters Score -5603568 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -5603663.500000 Penalty: 1039.198975
	Iteration 27Q: 3 clusters Score -5603664 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5603758.000000 Penalty: 1039.198975
	Iteration 28Q: 3 clusters Score -5603758 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5603830.000000 Penalty: 1039.198975
	Iteration 29Q: 3 clusters Score -5603830 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5603942.000000 Penalty: 1039.198975
	Iteration 30Q: 3 clusters Score -5603942 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5604061.500000 Penalty: 1039.198975
	Iteration 31Q: 3 clusters Score -5604062 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5604199.000000 Penalty: 1039.198975
	Iteration 32Q: 3 clusters Score -5604199 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -5604382.000000 Penalty: 1039.198975
	Iteration 33Q: 3 clusters Score -5604382 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5604643.500000 Penalty: 1039.198975
	Iteration 34Q: 3 clusters Score -5604644 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5604977.000000 Penalty: 1039.198975
	Iteration 35Q: 3 clusters Score -5604977 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -5605328.000000 Penalty: 1039.198975
	Iteration 36Q: 3 clusters Score -5605328 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5605710 nChanged 1233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5606130 nChanged 1276
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Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5606570 nChanged 1380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5607102 nChanged 1365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5607652 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5608141 nChanged 1241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5608618 nChanged 1224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5609032 nChanged 1108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5609444 nChanged 1049
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5609733 nChanged 965
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5610010 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5610244 nChanged 825
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5610436 nChanged 770
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5610614 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5610733 nChanged 685
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5610904 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5611030 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5611192 nChanged 674
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5611332 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5611502 nChanged 649
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Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5611628 nChanged 637
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Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5611804 nChanged 666
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Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5611979 nChanged 652
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5612126 nChanged 649
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5612261 nChanged 683
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5612420 nChanged 679
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5612542 nChanged 671
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Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5612680 nChanged 641
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5612801 nChanged 650
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Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5612903 nChanged 649
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Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5613034 nChanged 642
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Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5613136 nChanged 587
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Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5613258 nChanged 579
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5613356 nChanged 539
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Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5613423 nChanged 506
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Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5613490 nChanged 471
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Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5613564 nChanged 444
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Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5613592 nChanged 418
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Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5613604 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5613646 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5613664 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5613698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5613706 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5613710 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5613739 nChanged 213
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Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5613747 nChanged 196
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Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5613755 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5613740 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5613736.500000 Penalty: 1039.198975
	Iteration 85Q: 3 clusters Score -5613736 nChanged 149
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Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5613726 nChanged 124
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Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5613708 nChanged 115
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Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5613702 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5613698 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5613696 nChanged 118
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Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5613680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5613670 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5613667 nChanged 86
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Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5613644 nChanged 84
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Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5613633 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5613634 nChanged 68
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Mstep: Class 1 contains 88969 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5613620 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5613607 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5613581.500000 Penalty: 1039.198975
	Iteration 99Q: 3 clusters Score -5613582 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5613562 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5613562 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5613564 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5613573 nChanged 36
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Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5613573 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5613576 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5613573 nChanged 26
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Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5613570 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5613566 nChanged 30
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Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5613552.000000 Penalty: 1039.198975
	Iteration 109Q: 3 clusters Score -5613552 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5613544 nChanged 35
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Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5613549 nChanged 31
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Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5613552 nChanged 29
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Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5613546 nChanged 35
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Mstep: Class 1 contains 89602 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5613538 nChanged 26
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Mstep: Class 1 contains 89628 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5613541 nChanged 29
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Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5613530 nChanged 28
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Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5613521 nChanged 25
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Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5613525 nChanged 26
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Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5613527 nChanged 23
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Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5613524 nChanged 20
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Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5613522 nChanged 21
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Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5613524 nChanged 23
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Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5613520 nChanged 19
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Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5613518 nChanged 23
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Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5613520 nChanged 19
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Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5613513 nChanged 23
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Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5613506 nChanged 18
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Mstep: Class 2 contains 1186 members 
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	Iteration 128Q: 3 clusters Score -5613506 nChanged 21
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Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5613492 nChanged 23
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Entering Unmasked Estep 
Score: -5613492.000000 Penalty: 1039.198975
	Iteration 130Q: 3 clusters Score -5613492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5613489.000000 Penalty: 1039.198975
	Iteration 131Q: 3 clusters Score -5613489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5613493.000000 Penalty: 1039.198975
	Iteration 132Q: 3 clusters Score -5613493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5613481.000000 Penalty: 1039.198975
	Iteration 133Q: 3 clusters Score -5613481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5613478.500000 Penalty: 1039.198975
	Iteration 134Q: 3 clusters Score -5613478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5613478.500000 Penalty: 1039.198975
	Iteration 135Q: 3 clusters Score -5613478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5613474.500000 Penalty: 1039.198975
	Iteration 136Q: 3 clusters Score -5613474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5613470.500000 Penalty: 1039.198975
	Iteration 137Q: 3 clusters Score -5613470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5613471.000000 Penalty: 1039.198975
	Iteration 138Q: 3 clusters Score -5613471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5613468.000000 Penalty: 1039.198975
	Iteration 139Q: 3 clusters Score -5613468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5613471.500000 Penalty: 1039.198975
	Iteration 140F: 3 clusters Score -5613472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5613481.000000 Penalty: 1039.198975
	Iteration 141Q: 3 clusters Score -5613481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5613484.000000 Penalty: 1039.198975
	Iteration 142Q: 3 clusters Score -5613484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5613495.000000 Penalty: 1039.198975
	Iteration 143Q: 3 clusters Score -5613495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5613490.000000 Penalty: 1039.198975
	Iteration 144Q: 3 clusters Score -5613490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5613484.500000 Penalty: 1039.198975
	Iteration 145Q: 3 clusters Score -5613484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5613475.500000 Penalty: 1039.198975
	Iteration 146Q: 3 clusters Score -5613476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5613474.500000 Penalty: 1039.198975
	Iteration 147Q: 3 clusters Score -5613474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5613483.000000 Penalty: 1039.198975
	Iteration 148Q: 3 clusters Score -5613483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5613475.000000 Penalty: 1039.198975
	Iteration 149Q: 3 clusters Score -5613475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5613475.000000 Penalty: 1039.198975
	Iteration 150Q: 3 clusters Score -5613475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5613479.500000 Penalty: 1039.198975
	Iteration 151Q: 3 clusters Score -5613480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5613481.500000 Penalty: 1039.198975
	Iteration 152Q: 3 clusters Score -5613482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5613487.500000 Penalty: 1039.198975
	Iteration 153Q: 3 clusters Score -5613488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5613477.500000 Penalty: 1039.198975
	Iteration 154Q: 3 clusters Score -5613478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5613475.500000 Penalty: 1039.198975
	Iteration 155Q: 3 clusters Score -5613476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5613482.000000 Penalty: 1039.198975
	Iteration 156Q: 3 clusters Score -5613482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5613485.500000 Penalty: 1039.198975
	Iteration 157Q: 3 clusters Score -5613486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5613485.000000 Penalty: 1039.198975
	Iteration 158Q: 3 clusters Score -5613485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5613491.500000 Penalty: 1039.198975
	Iteration 159Q: 3 clusters Score -5613492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5613485.000000 Penalty: 1039.198975
	Iteration 160F: 3 clusters Score -5613485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5613486.000000 Penalty: 1039.198975
	Iteration 161Q: 3 clusters Score -5613486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5613481.000000 Penalty: 1039.198975
	Iteration 162Q: 3 clusters Score -5613481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5613482.500000 Penalty: 1039.198975
	Iteration 163Q: 3 clusters Score -5613482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5613481.000000 Penalty: 1039.198975
	Iteration 164Q: 3 clusters Score -5613481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5613484.500000 Penalty: 1039.198975
	Iteration 165Q: 3 clusters Score -5613484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5613482.500000 Penalty: 1039.198975
	Iteration 166Q: 3 clusters Score -5613482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5613483.500000 Penalty: 1039.198975
	Iteration 167Q: 3 clusters Score -5613484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5613487.000000 Penalty: 1039.198975
	Iteration 168Q: 3 clusters Score -5613487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5613486.500000 Penalty: 1039.198975
	Iteration 169Q: 3 clusters Score -5613486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5613483.500000 Penalty: 1039.198975
	Iteration 170Q: 3 clusters Score -5613484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90293 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5613483.500000 Penalty: 1039.198975
	Iteration 171F: 3 clusters Score -5613484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -32638.093750 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -32638.09 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 224 members 
Entering Unmasked Estep 
Score: -32191.783203 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -32191.78 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32289.445312 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -32289.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32314.474609 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -32314.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32327.246094 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -32327.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32335.416016 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -32335.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32340.060547 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -32340.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32344.193359 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -32344.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32348.224609 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -32348.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32353.353516 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -32353.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32358.287109 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -32358.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32363.662109 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -32363.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32365.042969 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -32365.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32365.720703 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -32365.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32365.943359 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -32365.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32367.962891 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -32367.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32371.419922 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -32371.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32373.947266 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -32373.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32375.369141 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -32375.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32375.369141 Penalty: 554.924744
	Iteration 18F: 3 clusters Score -32375.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -13730.977539 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -13730.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13391.329102 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -13391.33 nChanged 94
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: -13477.980469 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -13477.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13519.340820 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -13519.34 nChanged 16
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: -13538.389648 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -13538.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13557.793945 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -13557.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13571.483398 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -13571.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13584.068359 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -13584.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13590.267578 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -13590.27 nChanged 3
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: -13597.224609 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -13597.22 nChanged 3
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: -13602.559570 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -13602.56 nChanged 4
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: -13608.964844 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -13608.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13635.321289 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -13635.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13659.995117 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -13660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13694.457031 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -13694.46 nChanged 11
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: -13721.684570 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -13721.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13734.083984 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -13734.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13743.133789 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -13743.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13746.350586 Penalty: 507.066010
	Iteration 17Q: 3 clusters Score -13746.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13747.457031 Penalty: 507.066010
	Iteration 18F: 3 clusters Score -13747.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13772.064453 Penalty: 507.066010
	Iteration 19Q: 3 clusters Score -13772.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13818.853516 Penalty: 507.066010
	Iteration 20F: 3 clusters Score -13818.85 nChanged 3
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: -13829.629883 Penalty: 507.066010
	Iteration 21Q: 3 clusters Score -13829.63 nChanged 0
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: -13829.629883 Penalty: 507.066010
	Iteration 22F: 3 clusters Score -13829.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 129 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 134 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290640.000000 Penalty: 37422.929688
Splitting cluster 23 changes total score from -53291092.000000 to -53290640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18070.582031 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18070.58 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18176.300781 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18176.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18218.078125 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18218.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18255.509766 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -18255.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18270.007812 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18270.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18276.113281 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18276.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18277.238281 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18277.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18278.566406 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18278.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18278.566406 Penalty: 513.413574
	Iteration 8F: 3 clusters Score -18278.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -47952.519531 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -47952.52 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 409 members 
Entering Unmasked Estep 
Score: -47308.132812 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -47308.13 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47596.660156 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -47596.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47680.316406 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -47680.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47750.316406 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -47750.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47815.183594 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -47815.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47860.089844 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -47860.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47882.738281 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -47882.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47891.503906 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -47891.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47893.214844 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -47893.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47894.148438 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -47894.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47897.097656 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -47897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47898.812500 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -47898.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47902.113281 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -47902.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47901.808594 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -47901.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47901.808594 Penalty: 609.990112
	Iteration 14F: 3 clusters Score -47901.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -95670.335938 Penalty: 332.842438
	Iteration 0F: 2 clusters Score -95670.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94532.859375 Penalty: 665.684875
	Iteration 0F: 3 clusters Score -94532.86 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -94822.570312 Penalty: 665.684875
	Iteration 1F: 3 clusters Score -94822.57 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94873.781250 Penalty: 665.684875
	Iteration 2F: 3 clusters Score -94873.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94924.546875 Penalty: 665.684875
	Iteration 3F: 3 clusters Score -94924.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94976.812500 Penalty: 665.684875
	Iteration 4F: 3 clusters Score -94976.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95020.289062 Penalty: 665.684875
	Iteration 5Q: 3 clusters Score -95020.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -95072.437500 Penalty: 665.684875
	Iteration 6Q: 3 clusters Score -95072.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -95139.007812 Penalty: 665.684875
	Iteration 7Q: 3 clusters Score -95139.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -95204.976562 Penalty: 665.684875
	Iteration 8F: 3 clusters Score -95204.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -95258.710938 Penalty: 665.684875
	Iteration 9Q: 3 clusters Score -95258.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -95284.406250 Penalty: 665.684875
	Iteration 10Q: 3 clusters Score -95284.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -95298.773438 Penalty: 665.684875
	Iteration 11Q: 3 clusters Score -95298.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -95305.710938 Penalty: 665.684875
	Iteration 12Q: 3 clusters Score -95305.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -95307.632812 Penalty: 665.684875
	Iteration 13Q: 3 clusters Score -95307.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95308.710938 Penalty: 665.684875
	Iteration 14Q: 3 clusters Score -95308.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -95309.054688 Penalty: 665.684875
	Iteration 15Q: 3 clusters Score -95309.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -95310.000000 Penalty: 665.684875
	Iteration 16Q: 3 clusters Score -95310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -95310.789062 Penalty: 665.684875
	Iteration 17Q: 3 clusters Score -95310.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -95311.382812 Penalty: 665.684875
	Iteration 18Q: 3 clusters Score -95311.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95311.460938 Penalty: 665.684875
	Iteration 19Q: 3 clusters Score -95311.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95311.460938 Penalty: 665.684875
	Iteration 20F: 3 clusters Score -95311.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7819.936035 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7819.936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7901.693848 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7901.694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7950.047852 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7950.048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7972.115234 Penalty: 450.337158
	Iteration 3F: 3 clusters Score -7972.115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7974.203613 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7974.204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7978.452148 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7978.452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7986.351074 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7986.351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7987.799316 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -7987.799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7987.799316 Penalty: 450.337158
	Iteration 8F: 3 clusters Score -7987.799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6800.613281 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6800.613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6865.017090 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6865.017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6950.963379 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6950.963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6997.018555 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -6997.019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7048.427246 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -7048.427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7098.336426 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -7098.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7107.739258 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -7107.739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7209.187500 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -7209.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7209.187500 Penalty: 432.576691
	Iteration 8F: 3 clusters Score -7209.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 65 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 51 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290708.000000 Penalty: 37422.929688
Splitting cluster 28 changes total score from -53291092.000000 to -53290708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -93862.531250 Penalty: 334.008026
	Iteration 0F: 2 clusters Score -93862.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -92703.156250 Penalty: 668.016052
	Iteration 0F: 3 clusters Score -92703.16 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -93101.257812 Penalty: 668.016052
	Iteration 1F: 3 clusters Score -93101.26 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -93192.312500 Penalty: 668.016052
	Iteration 2F: 3 clusters Score -93192.31 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -93275.203125 Penalty: 668.016052
	Iteration 3F: 3 clusters Score -93275.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93366.835938 Penalty: 668.016052
	Iteration 4F: 3 clusters Score -93366.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -93461.320312 Penalty: 668.016052
	Iteration 5F: 3 clusters Score -93461.32 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93524.375000 Penalty: 668.016052
	Iteration 6F: 3 clusters Score -93524.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93586.382812 Penalty: 668.016052
	Iteration 7Q: 3 clusters Score -93586.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93639.375000 Penalty: 668.016052
	Iteration 8Q: 3 clusters Score -93639.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93672.460938 Penalty: 668.016052
	Iteration 9Q: 3 clusters Score -93672.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93687.406250 Penalty: 668.016052
	Iteration 10Q: 3 clusters Score -93687.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93701.210938 Penalty: 668.016052
	Iteration 11Q: 3 clusters Score -93701.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93713.906250 Penalty: 668.016052
	Iteration 12Q: 3 clusters Score -93713.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93729.570312 Penalty: 668.016052
	Iteration 13Q: 3 clusters Score -93729.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93741.445312 Penalty: 668.016052
	Iteration 14Q: 3 clusters Score -93741.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93746.601562 Penalty: 668.016052
	Iteration 15Q: 3 clusters Score -93746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93746.703125 Penalty: 668.016052
	Iteration 16Q: 3 clusters Score -93746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93746.703125 Penalty: 668.016052
	Iteration 17F: 3 clusters Score -93746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 163 members 
Entering Unmasked Estep 
Score: -19129.103516 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19129.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19229.791016 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19229.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19253.271484 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19253.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19269.478516 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -19269.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19277.382812 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19277.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19281.603516 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19283.236328 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19283.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19283.515625 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19283.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19283.925781 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19283.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19284.585938 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19284.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19284.585938 Penalty: 524.632385
	Iteration 10F: 3 clusters Score -19284.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6636.963379 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6636.963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6417.168457 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -6417.168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6456.336914 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -6456.337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6474.082520 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -6474.083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6487.053223 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -6487.053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6500.055664 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -6500.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6505.756836 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -6505.757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6506.047363 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -6506.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6506.047363 Penalty: 422.639587
	Iteration 7F: 3 clusters Score -6506.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -21881.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -21881.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21497.281250 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21497.28 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21781.976562 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21781.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21866.605469 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -21866.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21964.837891 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -21964.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21999.958984 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -21999.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22039.123047 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22039.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22064.728516 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22064.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22069.853516 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22069.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22076.177734 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22076.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22087.417969 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22087.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22089.119141 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22089.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22083.570312 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22083.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22083.570312 Penalty: 546.578186
	Iteration 12F: 3 clusters Score -22083.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 195 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 211 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290780.000000 Penalty: 37422.929688
Splitting cluster 32 changes total score from -53291092.000000 to -53290780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32004.109375 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -32004.11 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32123.126953 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32123.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32172.447266 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32172.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32190.240234 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -32190.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32205.896484 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32216.792969 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32216.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32227.587891 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32227.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32233.044922 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32233.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32234.234375 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32234.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32234.615234 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32234.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32235.148438 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32235.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32235.148438 Penalty: 563.318665
	Iteration 11F: 3 clusters Score -32235.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -66549.539062 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -66549.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -65696.789062 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -65696.79 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -66023.273438 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -66023.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66132.320312 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -66132.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66209.640625 Penalty: 635.524902
	Iteration 3F: 3 clusters Score -66209.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66245.976562 Penalty: 635.524902
	Iteration 4Q: 3 clusters Score -66245.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -66278.492188 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -66278.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66302.726562 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -66302.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -66320.148438 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -66320.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66330.179688 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -66330.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66337.046875 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -66337.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66345.046875 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -66345.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66356.320312 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -66356.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66368.289062 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -66368.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -66383.406250 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -66383.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66402.304688 Penalty: 635.524902
	Iteration 14Q: 3 clusters Score -66402.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -66423.132812 Penalty: 635.524902
	Iteration 15Q: 3 clusters Score -66423.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -66438.750000 Penalty: 635.524902
	Iteration 16Q: 3 clusters Score -66438.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -66449.070312 Penalty: 635.524902
	Iteration 17Q: 3 clusters Score -66449.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66456.640625 Penalty: 635.524902
	Iteration 18Q: 3 clusters Score -66456.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66459.578125 Penalty: 635.524902
	Iteration 19Q: 3 clusters Score -66459.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66460.500000 Penalty: 635.524902
	Iteration 20F: 3 clusters Score -66460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66461.039062 Penalty: 635.524902
	Iteration 21Q: 3 clusters Score -66461.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -66461.695312 Penalty: 635.524902
	Iteration 22Q: 3 clusters Score -66461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66461.890625 Penalty: 635.524902
	Iteration 23Q: 3 clusters Score -66461.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66461.890625 Penalty: 635.524902
	Iteration 24F: 3 clusters Score -66461.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -10183.406250 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -10183.41 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 116 members 
Entering Unmasked Estep 
Score: -9866.046875 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -9866.047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9981.717773 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -9981.718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10027.440430 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -10027.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10042.493164 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -10042.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10055.795898 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -10055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10058.042969 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -10058.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10064.199219 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -10064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10064.987305 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -10064.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10064.987305 Penalty: 494.468689
	Iteration 8F: 3 clusters Score -10064.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 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: -44690.941406 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44690.94 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44971.484375 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -44971.48 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45102.824219 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -45102.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45228.621094 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -45228.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45320.261719 Penalty: 599.216003
	Iteration 4F: 3 clusters Score -45320.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45364.382812 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -45364.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45384.632812 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45384.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45390.445312 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45390.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45392.191406 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45392.19 nChanged 2
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: -45396.550781 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45396.55 nChanged 0
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: -45396.550781 Penalty: 599.216003
	Iteration 10F: 3 clusters Score -45396.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 233 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 491 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290600.000000 Penalty: 37422.929688
Splitting cluster 36 changes total score from -53291092.000000 to -53290600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7021.142090 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7021.142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6810.574707 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6810.575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6910.348633 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6910.349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6918.323730 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6918.324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6921.964355 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6921.964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6923.008789 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6923.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6926.251953 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6926.252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6930.791992 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -6930.792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6934.001465 Penalty: 449.689453
	Iteration 7Q: 3 clusters Score -6934.001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6934.001465 Penalty: 449.689453
	Iteration 8F: 3 clusters Score -6934.001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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: -12318.931641 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12318.93 nChanged 67
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: -12427.574219 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12427.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12462.643555 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12462.64 nChanged 13
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: -12479.383789 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -12479.38 nChanged 6
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: -12490.051758 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -12490.05 nChanged 4
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: -12496.833984 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12496.83 nChanged 2
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: -12497.456055 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12497.46 nChanged 1
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: -12498.246094 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -12498.25 nChanged 1
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: -12498.649414 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -12498.65 nChanged 1
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: -12499.290039 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -12499.29 nChanged 1
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: -12500.166016 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -12500.17 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: -12501.372070 Penalty: 485.715973
	Iteration 11Q: 3 clusters Score -12501.37 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: -12501.372070 Penalty: 485.715973
	Iteration 12F: 3 clusters Score -12501.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -193181.765625 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -193181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -191048.718750 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -191048.7 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -191802.890625 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -191802.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -191925.437500 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -191925.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -192091.484375 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -192091.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -192240.828125 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -192240.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -192353.406250 Penalty: 730.232727
	Iteration 5F: 3 clusters Score -192353.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -192444.187500 Penalty: 730.232727
	Iteration 6Q: 3 clusters Score -192444.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -192499.406250 Penalty: 730.232727
	Iteration 7Q: 3 clusters Score -192499.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -192524.953125 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -192525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -192541.609375 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -192541.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -192561.953125 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -192562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -192586.453125 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -192586.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -192608.140625 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -192608.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -192636.703125 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -192636.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -192676.593750 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -192676.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -192740.593750 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -192740.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -192867.593750 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -192867.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -193054.109375 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -193054.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -193214.359375 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -193214.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -193361.812500 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -193361.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -193493.218750 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -193493.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -193531.750000 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -193531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -193536.921875 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -193536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -193537.718750 Penalty: 730.232727
	Iteration 23Q: 3 clusters Score -193537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193537.406250 Penalty: 730.232727
	Iteration 24Q: 3 clusters Score -193537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -193538.015625 Penalty: 730.232727
	Iteration 25Q: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -193538.015625 Penalty: 730.232727
	Iteration 26F: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 2031 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1024 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53291024.000000 Penalty: 37422.929688
Splitting cluster 39 changes total score from -53291092.000000 to -53291024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 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 387 members 
Entering Unmasked Estep 
Score: -45281.777344 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45281.78 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45661.011719 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45661.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45846.730469 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45846.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46063.726562 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -46063.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46186.742188 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -46186.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46212.378906 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -46212.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46227.097656 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -46227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46241.929688 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -46241.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46245.269531 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -46245.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46247.558594 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -46247.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -46247.878906 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -46247.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46248.035156 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -46248.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46248.035156 Penalty: 602.547913
	Iteration 12F: 3 clusters Score -46248.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 354 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290908.000000 Penalty: 37422.929688
Splitting cluster 40 changes total score from -53291092.000000 to -53290908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43826.773438 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43826.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43180.746094 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -43180.75 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43369.695312 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -43369.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43503.796875 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -43503.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43608.550781 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43608.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43670.218750 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -43670.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43708.722656 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43708.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43728.449219 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43728.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -43737.214844 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43737.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43741.085938 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43741.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -43742.890625 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43742.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -43742.890625 Penalty: 598.458740
	Iteration 10F: 3 clusters Score -43742.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11949.367188 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11949.37 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 90 members 
Entering Unmasked Estep 
Score: -11696.772461 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11696.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11742.803711 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11758.156250 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -11758.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11773.264648 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -11773.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11776.412109 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -11776.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11776.412109 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -11776.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -15589.997070 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -15590 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 202 members 
Entering Unmasked Estep 
Score: -15206.673828 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -15206.67 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15425.620117 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -15425.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15513.338867 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -15513.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15573.111328 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -15573.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15600.721680 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -15600.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15635.979492 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -15635.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15640.962891 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -15640.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15641.873047 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -15641.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15642.014648 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -15642.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15642.014648 Penalty: 555.739075
	Iteration 9F: 3 clusters Score -15642.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 322 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 127 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290580.000000 Penalty: 37422.929688
Splitting cluster 43 changes total score from -53291092.000000 to -53290580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -20321.759766 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -20321.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19963.017578 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19963.02 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20093.853516 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -20093.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20168.181641 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -20168.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20230.804688 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -20230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20269.982422 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -20269.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20287.085938 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -20287.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20294.324219 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -20294.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20301.849609 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -20301.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20304.830078 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -20304.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20305.693359 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -20305.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20306.048828 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -20306.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20306.048828 Penalty: 530.434082
	Iteration 11F: 3 clusters Score -20306.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -125736.875000 Penalty: 346.406281
	Iteration 0F: 2 clusters Score -125736.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -124245.710938 Penalty: 692.812561
	Iteration 0F: 3 clusters Score -124245.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -124742.031250 Penalty: 692.812561
	Iteration 1F: 3 clusters Score -124742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -124805.492188 Penalty: 692.812561
	Iteration 2F: 3 clusters Score -124805.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -124862.148438 Penalty: 692.812561
	Iteration 3F: 3 clusters Score -124862.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124908.179688 Penalty: 692.812561
	Iteration 4Q: 3 clusters Score -124908.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -124943.460938 Penalty: 692.812561
	Iteration 5Q: 3 clusters Score -124943.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -124987.390625 Penalty: 692.812561
	Iteration 6Q: 3 clusters Score -124987.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -125057.468750 Penalty: 692.812561
	Iteration 7Q: 3 clusters Score -125057.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -125143.226562 Penalty: 692.812561
	Iteration 8Q: 3 clusters Score -125143.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -125198.585938 Penalty: 692.812561
	Iteration 9Q: 3 clusters Score -125198.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -125243.437500 Penalty: 692.812561
	Iteration 10Q: 3 clusters Score -125243.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -125270.281250 Penalty: 692.812561
	Iteration 11Q: 3 clusters Score -125270.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -125284.593750 Penalty: 692.812561
	Iteration 12Q: 3 clusters Score -125284.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -125295.820312 Penalty: 692.812561
	Iteration 13Q: 3 clusters Score -125295.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -125311.367188 Penalty: 692.812561
	Iteration 14Q: 3 clusters Score -125311.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -125326.562500 Penalty: 692.812561
	Iteration 15Q: 3 clusters Score -125326.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -125337.367188 Penalty: 692.812561
	Iteration 16Q: 3 clusters Score -125337.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -125349.250000 Penalty: 692.812561
	Iteration 17Q: 3 clusters Score -125349.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -125354.703125 Penalty: 692.812561
	Iteration 18Q: 3 clusters Score -125354.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -125358.179688 Penalty: 692.812561
	Iteration 19Q: 3 clusters Score -125358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -125360.328125 Penalty: 692.812561
	Iteration 20F: 3 clusters Score -125360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -125362.710938 Penalty: 692.812561
	Iteration 21Q: 3 clusters Score -125362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -125364.281250 Penalty: 692.812561
	Iteration 22Q: 3 clusters Score -125364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -125367.289062 Penalty: 692.812561
	Iteration 23Q: 3 clusters Score -125367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -125371.914062 Penalty: 692.812561
	Iteration 24Q: 3 clusters Score -125371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -125377.554688 Penalty: 692.812561
	Iteration 25Q: 3 clusters Score -125377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -125381.867188 Penalty: 692.812561
	Iteration 26Q: 3 clusters Score -125381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -125386.179688 Penalty: 692.812561
	Iteration 27Q: 3 clusters Score -125386.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -125388.437500 Penalty: 692.812561
	Iteration 28Q: 3 clusters Score -125388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -125389.921875 Penalty: 692.812561
	Iteration 29Q: 3 clusters Score -125389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -125390.539062 Penalty: 692.812561
	Iteration 30Q: 3 clusters Score -125390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -125390.835938 Penalty: 692.812561
	Iteration 31Q: 3 clusters Score -125390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -125390.984375 Penalty: 692.812561
	Iteration 32Q: 3 clusters Score -125391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -125392.343750 Penalty: 692.812561
	Iteration 33Q: 3 clusters Score -125392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -125392.515625 Penalty: 692.812561
	Iteration 34Q: 3 clusters Score -125392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -125392.867188 Penalty: 692.812561
	Iteration 35Q: 3 clusters Score -125392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -125393.015625 Penalty: 692.812561
	Iteration 36Q: 3 clusters Score -125393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -125393.593750 Penalty: 692.812561
	Iteration 37Q: 3 clusters Score -125393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -125394.125000 Penalty: 692.812561
	Iteration 38Q: 3 clusters Score -125394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -125394.500000 Penalty: 692.812561
	Iteration 39Q: 3 clusters Score -125394.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -125396.390625 Penalty: 692.812561
	Iteration 40F: 3 clusters Score -125396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -125397.273438 Penalty: 692.812561
	Iteration 41Q: 3 clusters Score -125397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -125398.351562 Penalty: 692.812561
	Iteration 42Q: 3 clusters Score -125398.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -125400.468750 Penalty: 692.812561
	Iteration 43Q: 3 clusters Score -125400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -125401.468750 Penalty: 692.812561
	Iteration 44Q: 3 clusters Score -125401.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -125402.195312 Penalty: 692.812561
	Iteration 45Q: 3 clusters Score -125402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -125402.429688 Penalty: 692.812561
	Iteration 46Q: 3 clusters Score -125402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -125402.695312 Penalty: 692.812561
	Iteration 47Q: 3 clusters Score -125402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -125403.117188 Penalty: 692.812561
	Iteration 48Q: 3 clusters Score -125403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -125404.312500 Penalty: 692.812561
	Iteration 49Q: 3 clusters Score -125404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -125405.343750 Penalty: 692.812561
	Iteration 50Q: 3 clusters Score -125405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -125406.398438 Penalty: 692.812561
	Iteration 51Q: 3 clusters Score -125406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -125407.296875 Penalty: 692.812561
	Iteration 52Q: 3 clusters Score -125407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125410.851562 Penalty: 692.812561
	Iteration 53Q: 3 clusters Score -125410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125412.617188 Penalty: 692.812561
	Iteration 54Q: 3 clusters Score -125412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -125413.640625 Penalty: 692.812561
	Iteration 55Q: 3 clusters Score -125413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -125414.632812 Penalty: 692.812561
	Iteration 56Q: 3 clusters Score -125414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -125414.929688 Penalty: 692.812561
	Iteration 57Q: 3 clusters Score -125414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125415.429688 Penalty: 692.812561
	Iteration 58Q: 3 clusters Score -125415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125415.429688 Penalty: 692.812561
	Iteration 59F: 3 clusters Score -125415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -16142.822266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -16142.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15832.992188 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -15832.99 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16036.732422 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -16036.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16114.626953 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -16114.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16179.886719 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -16179.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16212.161133 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -16212.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16235.574219 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -16235.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16236.265625 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -16236.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16236.265625 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -16236.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 89 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 198 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290592.000000 Penalty: 37422.929688
Splitting cluster 46 changes total score from -53291092.000000 to -53290592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -91216.492188 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91216.49 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -91601.828125 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91601.83 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -91710.062500 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91710.06 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91783.867188 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -91783.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91850.007812 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -91850.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91911.835938 Penalty: 661.661743
	Iteration 5Q: 3 clusters Score -91911.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91971.171875 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -91971.17 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92050.210938 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92050.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92144.359375 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92144.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92224.906250 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92224.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92295.796875 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92295.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92344.007812 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92344.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92365.242188 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92365.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92374.273438 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -92374.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -92383.265625 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -92383.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92388.218750 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -92388.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92394.039062 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -92394.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92396.703125 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -92396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92398.281250 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -92398.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92398.460938 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -92398.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92399.007812 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -92399.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92399.953125 Penalty: 661.661743
	Iteration 21Q: 3 clusters Score -92399.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92400.046875 Penalty: 661.661743
	Iteration 22Q: 3 clusters Score -92400.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92400.046875 Penalty: 661.661743
	Iteration 23F: 3 clusters Score -92400.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 937 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 501 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290664.000000 Penalty: 37422.929688
Splitting cluster 47 changes total score from -53291092.000000 to -53290664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (5866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Entering Unmasked Estep 
Score: -359217.000000 Penalty: 394.800262
	Iteration 0F: 2 clusters Score -359217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -355203.531250 Penalty: 789.600525
	Iteration 0F: 3 clusters Score -355203.5 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -356720.968750 Penalty: 789.600525
	Iteration 1F: 3 clusters Score -356721 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -356861.125000 Penalty: 789.600525
	Iteration 2F: 3 clusters Score -356861.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -356998.687500 Penalty: 789.600525
	Iteration 3F: 3 clusters Score -356998.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -357158.562500 Penalty: 789.600525
	Iteration 4Q: 3 clusters Score -357158.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -357344.031250 Penalty: 789.600525
	Iteration 5F: 3 clusters Score -357344 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -357596.812500 Penalty: 789.600525
	Iteration 6F: 3 clusters Score -357596.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -357806.593750 Penalty: 789.600525
	Iteration 7Q: 3 clusters Score -357806.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -357909.500000 Penalty: 789.600525
	Iteration 8Q: 3 clusters Score -357909.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -357962.781250 Penalty: 789.600525
	Iteration 9Q: 3 clusters Score -357962.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -358008.718750 Penalty: 789.600525
	Iteration 10Q: 3 clusters Score -358008.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -358056.906250 Penalty: 789.600525
	Iteration 11Q: 3 clusters Score -358056.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -358104.406250 Penalty: 789.600525
	Iteration 12Q: 3 clusters Score -358104.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -358151.343750 Penalty: 789.600525
	Iteration 13Q: 3 clusters Score -358151.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -358197.875000 Penalty: 789.600525
	Iteration 14Q: 3 clusters Score -358197.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -358256.875000 Penalty: 789.600525
	Iteration 15Q: 3 clusters Score -358256.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -358314.406250 Penalty: 789.600525
	Iteration 16Q: 3 clusters Score -358314.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -358361.468750 Penalty: 789.600525
	Iteration 17Q: 3 clusters Score -358361.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -358415.125000 Penalty: 789.600525
	Iteration 18Q: 3 clusters Score -358415.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -358459.968750 Penalty: 789.600525
	Iteration 19Q: 3 clusters Score -358460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -358506.531250 Penalty: 789.600525
	Iteration 20F: 3 clusters Score -358506.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -358547.875000 Penalty: 789.600525
	Iteration 21Q: 3 clusters Score -358547.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -358585.281250 Penalty: 789.600525
	Iteration 22Q: 3 clusters Score -358585.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -358622.968750 Penalty: 789.600525
	Iteration 23Q: 3 clusters Score -358623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -358655.656250 Penalty: 789.600525
	Iteration 24Q: 3 clusters Score -358655.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -358684.625000 Penalty: 789.600525
	Iteration 25Q: 3 clusters Score -358684.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -358720.468750 Penalty: 789.600525
	Iteration 26Q: 3 clusters Score -358720.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -358753.718750 Penalty: 789.600525
	Iteration 27Q: 3 clusters Score -358753.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -358783.687500 Penalty: 789.600525
	Iteration 28Q: 3 clusters Score -358783.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -358805.125000 Penalty: 789.600525
	Iteration 29Q: 3 clusters Score -358805.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -358822.125000 Penalty: 789.600525
	Iteration 30Q: 3 clusters Score -358822.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -358844.468750 Penalty: 789.600525
	Iteration 31Q: 3 clusters Score -358844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -358862.406250 Penalty: 789.600525
	Iteration 32Q: 3 clusters Score -358862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -358866.750000 Penalty: 789.600525
	Iteration 33Q: 3 clusters Score -358866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -358871.250000 Penalty: 789.600525
	Iteration 34Q: 3 clusters Score -358871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -358874.718750 Penalty: 789.600525
	Iteration 35Q: 3 clusters Score -358874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -358877.625000 Penalty: 789.600525
	Iteration 36Q: 3 clusters Score -358877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -358878.906250 Penalty: 789.600525
	Iteration 37Q: 3 clusters Score -358878.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -358880.156250 Penalty: 789.600525
	Iteration 38Q: 3 clusters Score -358880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -358882.562500 Penalty: 789.600525
	Iteration 39Q: 3 clusters Score -358882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -358882.968750 Penalty: 789.600525
	Iteration 40F: 3 clusters Score -358883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -358882.937500 Penalty: 789.600525
	Iteration 41Q: 3 clusters Score -358882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -358882.937500 Penalty: 789.600525
	Iteration 42F: 3 clusters Score -358882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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 75 members 
Entering Unmasked Estep 
Score: -7555.516113 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7555.516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7603.981445 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7603.981 nChanged 5
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: -7618.810059 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -7618.81 nChanged 5
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: -7631.537598 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7631.538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7637.193359 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7637.193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7639.454590 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7639.455 nChanged 1
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: -7642.768555 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7642.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7643.656250 Penalty: 452.882751
	Iteration 7Q: 3 clusters Score -7643.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7643.656250 Penalty: 452.882751
	Iteration 8F: 3 clusters Score -7643.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 76 members 
Entering Unmasked Estep 
Score: -9562.386719 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9562.387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9750.730469 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9750.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9953.667969 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9953.668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9980.737305 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -9980.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9980.737305 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -9980.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 113 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 55 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290672.000000 Penalty: 37422.929688
Splitting cluster 50 changes total score from -53291092.000000 to -53290672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9191.981 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 91 members 
Entering Unmasked Estep 
Score: -8916.099609 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8916.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8991.842773 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -8991.843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9052.056641 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -9052.057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9077.999023 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -9077.999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9079.711914 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -9079.712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9078.322266 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -9078.322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9084.041992 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -9084.042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9084.041992 Penalty: 474.063232
	Iteration 7F: 3 clusters Score -9084.042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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 143 members 
Entering Unmasked Estep 
Score: -16200.506836 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16200.51 nChanged 85
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: -16291.932617 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16291.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16323.787109 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16323.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16330.371094 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16330.37 nChanged 2
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: -16331.762695 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16331.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16332.422852 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16332.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16333.858398 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16333.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16334.654297 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16334.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16336.933594 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16336.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16337.189453 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16337.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16337.189453 Penalty: 507.066010
	Iteration 10F: 3 clusters Score -16337.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -18746.503906 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -18746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18363.654297 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -18363.65 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18593.416016 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -18593.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18688.259766 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -18688.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18738.896484 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -18738.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18759.330078 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -18759.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18765.576172 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -18765.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18765.576172 Penalty: 541.271179
	Iteration 6F: 3 clusters Score -18765.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 109 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 274 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290640.000000 Penalty: 37422.929688
Splitting cluster 53 changes total score from -53291092.000000 to -53290640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -91756.085938 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91756.09 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -92239.625000 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92239.62 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92437.062500 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92437.06 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -92634.218750 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92634.22 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -92779.523438 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92779.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -92824.015625 Penalty: 665.077393
	Iteration 5F: 3 clusters Score -92824.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -92842.164062 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -92842.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -92856.046875 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92856.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -92866.671875 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92866.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -92877.703125 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92877.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -92883.796875 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -92893.390625 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92893.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -92893.210938 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92893.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -92894.773438 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92894.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -92895.929688 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92895.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -92894.554688 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -92894.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -92896.796875 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -92896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -92896.398438 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -92896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -92895.015625 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -92895.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -92895.015625 Penalty: 665.077393
	Iteration 19F: 3 clusters Score -92895.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 1113 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290648.000000 Penalty: 37422.929688
Splitting cluster 54 changes total score from -53291092.000000 to -53290648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -7951.984863 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -7951.985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7710.214844 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -7710.215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7852.879883 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -7852.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7955.914062 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -7955.914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7997.934082 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -7997.934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8011.541992 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -8011.542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8022.697266 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -8022.697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8023.997070 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -8023.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8023.997070 Penalty: 472.559082
	Iteration 7F: 3 clusters Score -8023.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 120 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 60 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290600.000000 Penalty: 37422.929688
Splitting cluster 55 changes total score from -53291092.000000 to -53290600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21989.845703 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21989.85 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 194 members 
Entering Unmasked Estep 
Score: -21589.388672 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -21589.39 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21759.111328 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21759.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21825.292969 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21825.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21874.224609 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -21874.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21933.875000 Penalty: 538.128784
	Iteration 4F: 3 clusters Score -21933.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21979.832031 Penalty: 538.128784
	Iteration 5F: 3 clusters Score -21979.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22002.316406 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -22002.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22015.921875 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -22015.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22022.869141 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -22022.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22025.048828 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -22025.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22025.048828 Penalty: 538.128784
	Iteration 10F: 3 clusters Score -22025.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 214 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 156 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290524.000000 Penalty: 37422.929688
Splitting cluster 56 changes total score from -53291092.000000 to -53290524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (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: -32974.164062 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -32974.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32468.291016 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -32468.29 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32593.720703 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -32593.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32632.800781 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -32632.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32675.900391 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -32675.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32700.650391 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -32700.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32716.330078 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32716.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32732.015625 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32732.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32746.994141 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32746.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32757.152344 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32757.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32767.263672 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32767.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32773.117188 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32773.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32785.136719 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -32785.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32804.839844 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -32804.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32813.914062 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -32813.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32818.019531 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -32818.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32823.210938 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -32823.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32825.148438 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -32825.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32828.242188 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -32828.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32830.140625 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -32830.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32830.304688 Penalty: 569.098450
	Iteration 19Q: 3 clusters Score -32830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32830.304688 Penalty: 569.098450
	Iteration 20F: 3 clusters Score -32830.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -14890.679688 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14890.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14567.928711 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -14567.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14946.901367 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14946.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15053.101562 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -15053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15119.537109 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -15119.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15144.553711 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -15144.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15144.553711 Penalty: 511.785614
	Iteration 5F: 3 clusters Score -15144.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 58 members 
Mstep: Class 59 contains 219 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53290760.000000 Penalty: 37422.929688
Splitting cluster 59 changes total score from -53291092.000000 to -53290760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50441.906250 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50441.91 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50622.714844 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50622.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50678.730469 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50678.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50702.351562 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50702.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50717.089844 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50717.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -50735.035156 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50735.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -50756.480469 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50756.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -50788.167969 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50788.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50827.730469 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50827.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50858.320312 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -50858.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -50880.718750 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -50880.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50902.250000 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -50902.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50920.492188 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -50920.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -50933.117188 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -50933.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -50944.671875 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -50944.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50955.503906 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -50955.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -50967.128906 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -50967.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -50977.214844 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -50977.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50985.343750 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -50985.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50993.472656 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -50993.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50997.875000 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -50997.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51004.175781 Penalty: 605.762085
	Iteration 21Q: 3 clusters Score -51004.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -51008.804688 Penalty: 605.762085
	Iteration 22Q: 3 clusters Score -51008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51011.351562 Penalty: 605.762085
	Iteration 23Q: 3 clusters Score -51011.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51013.039062 Penalty: 605.762085
	Iteration 24Q: 3 clusters Score -51013.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51016.804688 Penalty: 605.762085
	Iteration 25Q: 3 clusters Score -51016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51024.066406 Penalty: 605.762085
	Iteration 26Q: 3 clusters Score -51024.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51027.496094 Penalty: 605.762085
	Iteration 27Q: 3 clusters Score -51027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -51030.824219 Penalty: 605.762085
	Iteration 28Q: 3 clusters Score -51030.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -51031.609375 Penalty: 605.762085
	Iteration 29Q: 3 clusters Score -51031.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51032.140625 Penalty: 605.762085
	Iteration 30Q: 3 clusters Score -51032.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -51033.863281 Penalty: 605.762085
	Iteration 31Q: 3 clusters Score -51033.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51034.355469 Penalty: 605.762085
	Iteration 32Q: 3 clusters Score -51034.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51034.875000 Penalty: 605.762085
	Iteration 33Q: 3 clusters Score -51034.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51035.570312 Penalty: 605.762085
	Iteration 34Q: 3 clusters Score -51035.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51036.859375 Penalty: 605.762085
	Iteration 35Q: 3 clusters Score -51036.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51045.175781 Penalty: 605.762085
	Iteration 36Q: 3 clusters Score -51045.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51054.507812 Penalty: 605.762085
	Iteration 37Q: 3 clusters Score -51054.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -51062.246094 Penalty: 605.762085
	Iteration 38Q: 3 clusters Score -51062.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51065.566406 Penalty: 605.762085
	Iteration 39Q: 3 clusters Score -51065.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51067.957031 Penalty: 605.762085
	Iteration 40F: 3 clusters Score -51067.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51069.980469 Penalty: 605.762085
	Iteration 41Q: 3 clusters Score -51069.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51070.203125 Penalty: 605.762085
	Iteration 42Q: 3 clusters Score -51070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51070.671875 Penalty: 605.762085
	Iteration 43Q: 3 clusters Score -51070.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51071.550781 Penalty: 605.762085
	Iteration 44Q: 3 clusters Score -51071.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51071.742188 Penalty: 605.762085
	Iteration 45Q: 3 clusters Score -51071.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51071.742188 Penalty: 605.762085
	Iteration 46F: 3 clusters Score -51071.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100811 members 
Mstep: Class 6 contains 84887 members 
Mstep: Class 7 contains 79986 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82746 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88900 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 86331 members 
Mstep: Class 14 contains 85326 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 91119 members 
Mstep: Class 18 contains 49360 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 91105 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5866 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290972.000000 Penalty: 36799.214844
Iteration 399Q: 60 clusters Score -5.329097e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100831 members 
Mstep: Class 6 contains 84911 members 
Mstep: Class 7 contains 79989 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82747 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88932 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 86346 members 
Mstep: Class 14 contains 85319 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 91115 members 
Mstep: Class 18 contains 49178 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 4932 members 
Mstep: Class 21 contains 91074 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1531 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5846 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291132.000000 Penalty: 36799.214844
Iteration 400F: 60 clusters Score -5.329113e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100840 members 
Mstep: Class 6 contains 84879 members 
Mstep: Class 7 contains 79932 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82709 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88988 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 86355 members 
Mstep: Class 14 contains 85361 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 17 contains 91189 members 
Mstep: Class 18 contains 49010 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 91035 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1535 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2020 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5839 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290952.000000 Penalty: 36799.214844
Iteration 401Q: 60 clusters Score -5.329095e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100888 members 
Mstep: Class 6 contains 84839 members 
Mstep: Class 7 contains 79882 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82642 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89022 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 86397 members 
Mstep: Class 14 contains 85385 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 91246 members 
Mstep: Class 18 contains 48850 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 90991 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1583 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1537 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2013 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5835 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290736.000000 Penalty: 36799.214844
Iteration 402Q: 60 clusters Score -5.329074e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100927 members 
Mstep: Class 6 contains 84788 members 
Mstep: Class 7 contains 79879 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82564 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89086 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 86438 members 
Mstep: Class 14 contains 85367 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 91218 members 
Mstep: Class 18 contains 48713 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 90984 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1543 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2014 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5831 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290556.000000 Penalty: 36799.214844
Iteration 403Q: 60 clusters Score -5.329056e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100937 members 
Mstep: Class 6 contains 84716 members 
Mstep: Class 7 contains 79893 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82504 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89136 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 86471 members 
Mstep: Class 14 contains 85346 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 91245 members 
Mstep: Class 18 contains 48578 members 
Mstep: Class 19 contains 8995 members 
Mstep: Class 20 contains 4965 members 
Mstep: Class 21 contains 90979 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2016 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5826 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290740.000000 Penalty: 36799.214844
Iteration 404Q: 60 clusters Score -5.329074e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100945 members 
Mstep: Class 6 contains 84602 members 
Mstep: Class 7 contains 79919 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82484 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89180 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 86497 members 
Mstep: Class 14 contains 85348 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3225 members 
Mstep: Class 17 contains 91236 members 
Mstep: Class 18 contains 48460 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 4955 members 
Mstep: Class 21 contains 90976 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1555 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2020 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5827 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290672.000000 Penalty: 36799.214844
Iteration 405Q: 60 clusters Score -5.329067e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100938 members 
Mstep: Class 6 contains 84496 members 
Mstep: Class 7 contains 79943 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89187 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 86558 members 
Mstep: Class 14 contains 85331 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3216 members 
Mstep: Class 17 contains 91169 members 
Mstep: Class 18 contains 48354 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 20 contains 4962 members 
Mstep: Class 21 contains 90984 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2017 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5824 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290832.000000 Penalty: 36799.214844
Iteration 406Q: 60 clusters Score -5.329083e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100961 members 
Mstep: Class 6 contains 84334 members 
Mstep: Class 7 contains 80005 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82571 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89141 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 86597 members 
Mstep: Class 14 contains 85302 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 17 contains 91132 members 
Mstep: Class 18 contains 48271 members 
Mstep: Class 19 contains 9506 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 91007 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2017 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5818 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291088.000000 Penalty: 36799.214844
Iteration 407Q: 60 clusters Score -5.329109e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100988 members 
Mstep: Class 6 contains 84218 members 
Mstep: Class 7 contains 79996 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82593 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89086 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 86644 members 
Mstep: Class 14 contains 85271 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 91140 members 
Mstep: Class 18 contains 48203 members 
Mstep: Class 19 contains 9663 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 91034 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1684 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2020 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5809 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291044.000000 Penalty: 36799.214844
Iteration 408Q: 60 clusters Score -5.329104e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101008 members 
Mstep: Class 6 contains 84047 members 
Mstep: Class 7 contains 80015 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82625 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89050 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 86671 members 
Mstep: Class 14 contains 85253 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 17 contains 91162 members 
Mstep: Class 18 contains 48145 members 
Mstep: Class 19 contains 9820 members 
Mstep: Class 20 contains 4959 members 
Mstep: Class 21 contains 91048 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1690 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2022 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5807 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 383 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291176.000000 Penalty: 36799.214844
Iteration 409Q: 60 clusters Score -5.329118e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101032 members 
Mstep: Class 6 contains 83879 members 
Mstep: Class 7 contains 79969 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82659 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89037 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 86696 members 
Mstep: Class 14 contains 85244 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3214 members 
Mstep: Class 17 contains 91188 members 
Mstep: Class 18 contains 48117 members 
Mstep: Class 19 contains 9974 members 
Mstep: Class 20 contains 4961 members 
Mstep: Class 21 contains 91070 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1694 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2026 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5794 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291152.000000 Penalty: 36799.214844
Iteration 410Q: 60 clusters Score -5.329115e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101036 members 
Mstep: Class 6 contains 83736 members 
Mstep: Class 7 contains 79926 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82672 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89029 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 86727 members 
Mstep: Class 14 contains 85245 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 17 contains 91202 members 
Mstep: Class 18 contains 48089 members 
Mstep: Class 19 contains 10147 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 91088 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2025 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5773 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291048.000000 Penalty: 36799.214844
Iteration 411Q: 60 clusters Score -5.329105e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101041 members 
Mstep: Class 6 contains 83589 members 
Mstep: Class 7 contains 79937 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82646 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89033 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 86762 members 
Mstep: Class 14 contains 85254 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3214 members 
Mstep: Class 17 contains 91194 members 
Mstep: Class 18 contains 48071 members 
Mstep: Class 19 contains 10304 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 91110 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2023 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5756 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290884.000000 Penalty: 36799.214844
Iteration 412Q: 60 clusters Score -5.329088e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101070 members 
Mstep: Class 6 contains 83430 members 
Mstep: Class 7 contains 79950 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82662 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89059 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 86780 members 
Mstep: Class 14 contains 85270 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 91144 members 
Mstep: Class 18 contains 48032 members 
Mstep: Class 19 contains 10429 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 91146 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1718 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2021 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5741 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290948.000000 Penalty: 36799.214844
Iteration 413Q: 60 clusters Score -5.329095e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101081 members 
Mstep: Class 6 contains 83324 members 
Mstep: Class 7 contains 79912 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82687 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89076 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 86798 members 
Mstep: Class 14 contains 85279 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 91113 members 
Mstep: Class 18 contains 48013 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 4964 members 
Mstep: Class 21 contains 91174 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2020 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5717 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291036.000000 Penalty: 36799.214844
Iteration 414Q: 60 clusters Score -5.329104e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101118 members 
Mstep: Class 6 contains 83195 members 
Mstep: Class 7 contains 79914 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82727 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89059 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 86804 members 
Mstep: Class 14 contains 85259 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3193 members 
Mstep: Class 17 contains 91035 members 
Mstep: Class 18 contains 48001 members 
Mstep: Class 19 contains 10688 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 91227 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2019 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5707 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291180.000000 Penalty: 36799.214844
Iteration 415Q: 60 clusters Score -5.329118e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101174 members 
Mstep: Class 6 contains 83073 members 
Mstep: Class 7 contains 79887 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82792 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 89006 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 86826 members 
Mstep: Class 14 contains 85215 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3181 members 
Mstep: Class 17 contains 90993 members 
Mstep: Class 18 contains 47979 members 
Mstep: Class 19 contains 10813 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 91252 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2019 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5699 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291164.000000 Penalty: 36799.214844
Iteration 416Q: 60 clusters Score -5.329116e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101271 members 
Mstep: Class 6 contains 82962 members 
Mstep: Class 7 contains 79836 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82853 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88943 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 86856 members 
Mstep: Class 14 contains 85197 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3171 members 
Mstep: Class 17 contains 90904 members 
Mstep: Class 18 contains 47973 members 
Mstep: Class 19 contains 10946 members 
Mstep: Class 20 contains 5023 members 
Mstep: Class 21 contains 91274 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1587 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2016 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5678 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291292.000000 Penalty: 36799.214844
Iteration 417Q: 60 clusters Score -5.329129e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101358 members 
Mstep: Class 6 contains 82829 members 
Mstep: Class 7 contains 79810 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82935 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88850 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 86888 members 
Mstep: Class 14 contains 85197 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 90787 members 
Mstep: Class 18 contains 47973 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 91302 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1592 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2012 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5657 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291332.000000 Penalty: 36799.214844
Iteration 418Q: 60 clusters Score -5.329133e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101439 members 
Mstep: Class 6 contains 82693 members 
Mstep: Class 7 contains 79821 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82990 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88764 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 86919 members 
Mstep: Class 14 contains 85211 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 90683 members 
Mstep: Class 18 contains 47956 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 21 contains 91300 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1600 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2013 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5642 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291308.000000 Penalty: 36799.214844
Iteration 419Q: 60 clusters Score -5.329131e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101492 members 
Mstep: Class 6 contains 82575 members 
Mstep: Class 7 contains 79806 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83025 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88725 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 86935 members 
Mstep: Class 14 contains 85239 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 90602 members 
Mstep: Class 18 contains 47938 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 5101 members 
Mstep: Class 21 contains 91304 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1743 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2013 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5632 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291236.000000 Penalty: 36799.214844
Iteration 420F: 60 clusters Score -5.329124e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101525 members 
Mstep: Class 6 contains 82426 members 
Mstep: Class 7 contains 79847 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83044 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88708 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 86947 members 
Mstep: Class 14 contains 85270 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 90456 members 
Mstep: Class 18 contains 47912 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 91309 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2009 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5621 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291400.000000 Penalty: 36799.214844
Iteration 421Q: 60 clusters Score -5.32914e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101556 members 
Mstep: Class 6 contains 82318 members 
Mstep: Class 7 contains 79905 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83069 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88700 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 86940 members 
Mstep: Class 14 contains 85286 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 90322 members 
Mstep: Class 18 contains 47887 members 
Mstep: Class 19 contains 11692 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 91304 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1609 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2008 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5609 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291520.000000 Penalty: 36799.214844
Iteration 422Q: 60 clusters Score -5.329152e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101569 members 
Mstep: Class 6 contains 82233 members 
Mstep: Class 7 contains 79961 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83132 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88653 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 86926 members 
Mstep: Class 14 contains 85259 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 90179 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 11866 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 91285 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 263 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1609 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2005 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5588 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291688.000000 Penalty: 36799.214844
Iteration 423Q: 60 clusters Score -5.329169e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101584 members 
Mstep: Class 6 contains 82077 members 
Mstep: Class 7 contains 80040 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83192 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88641 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 86914 members 
Mstep: Class 14 contains 85237 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3055 members 
Mstep: Class 17 contains 90036 members 
Mstep: Class 18 contains 47929 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 20 contains 5253 members 
Mstep: Class 21 contains 91293 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 262 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5570 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292028.000000 Penalty: 36799.214844
Iteration 424Q: 60 clusters Score -5.329203e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101582 members 
Mstep: Class 6 contains 81946 members 
Mstep: Class 7 contains 80141 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83224 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88655 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 86900 members 
Mstep: Class 14 contains 85255 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 89836 members 
Mstep: Class 18 contains 47954 members 
Mstep: Class 19 contains 12154 members 
Mstep: Class 20 contains 5291 members 
Mstep: Class 21 contains 91303 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1840 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1602 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1993 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5563 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292056.000000 Penalty: 36799.214844
Iteration 425Q: 60 clusters Score -5.329206e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101550 members 
Mstep: Class 6 contains 81840 members 
Mstep: Class 7 contains 80235 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83232 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88660 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 86877 members 
Mstep: Class 14 contains 85268 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 89699 members 
Mstep: Class 18 contains 47977 members 
Mstep: Class 19 contains 12281 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 91301 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1861 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1991 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5557 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292028.000000 Penalty: 36799.214844
Iteration 426Q: 60 clusters Score -5.329203e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101550 members 
Mstep: Class 6 contains 81734 members 
Mstep: Class 7 contains 80341 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83248 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88642 members 
Mstep: Class 12 contains 1761 members 
Mstep: Class 13 contains 86832 members 
Mstep: Class 14 contains 85284 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 89568 members 
Mstep: Class 18 contains 47990 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 5333 members 
Mstep: Class 21 contains 91309 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 260 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1988 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5553 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292012.000000 Penalty: 36799.214844
Iteration 427Q: 60 clusters Score -5.329201e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101486 members 
Mstep: Class 6 contains 81635 members 
Mstep: Class 7 contains 80443 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83243 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88629 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 86805 members 
Mstep: Class 14 contains 85281 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2976 members 
Mstep: Class 17 contains 89506 members 
Mstep: Class 18 contains 48021 members 
Mstep: Class 19 contains 12532 members 
Mstep: Class 20 contains 5341 members 
Mstep: Class 21 contains 91312 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1885 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1988 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5548 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292012.000000 Penalty: 36799.214844
Iteration 428Q: 60 clusters Score -5.329201e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101420 members 
Mstep: Class 6 contains 81552 members 
Mstep: Class 7 contains 80517 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83272 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88631 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 86733 members 
Mstep: Class 14 contains 85282 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 89465 members 
Mstep: Class 18 contains 48070 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 5364 members 
Mstep: Class 21 contains 91297 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1982 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5549 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292008.000000 Penalty: 36799.214844
Iteration 429Q: 60 clusters Score -5.329201e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101357 members 
Mstep: Class 6 contains 81450 members 
Mstep: Class 7 contains 80632 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83279 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88634 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 86681 members 
Mstep: Class 14 contains 85292 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2944 members 
Mstep: Class 17 contains 89421 members 
Mstep: Class 18 contains 48112 members 
Mstep: Class 19 contains 12759 members 
Mstep: Class 20 contains 5373 members 
Mstep: Class 21 contains 91280 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1902 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 141 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1978 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5544 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292208.000000 Penalty: 36799.214844
Iteration 430Q: 60 clusters Score -5.329221e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101306 members 
Mstep: Class 6 contains 81356 members 
Mstep: Class 7 contains 80750 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83290 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88631 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 86633 members 
Mstep: Class 14 contains 85271 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 89380 members 
Mstep: Class 18 contains 48160 members 
Mstep: Class 19 contains 12878 members 
Mstep: Class 20 contains 5387 members 
Mstep: Class 21 contains 91277 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1897 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1607 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1975 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5536 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292248.000000 Penalty: 36799.214844
Iteration 431Q: 60 clusters Score -5.329225e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101245 members 
Mstep: Class 6 contains 81293 members 
Mstep: Class 7 contains 80824 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83293 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88633 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 86597 members 
Mstep: Class 14 contains 85231 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 89369 members 
Mstep: Class 18 contains 48197 members 
Mstep: Class 19 contains 12992 members 
Mstep: Class 20 contains 5394 members 
Mstep: Class 21 contains 91301 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1969 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5535 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292408.000000 Penalty: 36799.214844
Iteration 432Q: 60 clusters Score -5.329241e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101199 members 
Mstep: Class 6 contains 81222 members 
Mstep: Class 7 contains 80953 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83286 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88631 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 86569 members 
Mstep: Class 14 contains 85189 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 89309 members 
Mstep: Class 18 contains 48224 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 5393 members 
Mstep: Class 21 contains 91347 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5540 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292628.000000 Penalty: 36799.214844
Iteration 433Q: 60 clusters Score -5.329263e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101149 members 
Mstep: Class 6 contains 81152 members 
Mstep: Class 7 contains 81046 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88625 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 86540 members 
Mstep: Class 14 contains 85141 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 89296 members 
Mstep: Class 18 contains 48245 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 5381 members 
Mstep: Class 21 contains 91367 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5540 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292796.000000 Penalty: 36799.214844
Iteration 434Q: 60 clusters Score -5.32928e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101096 members 
Mstep: Class 6 contains 81126 members 
Mstep: Class 7 contains 81080 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83320 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88597 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 86530 members 
Mstep: Class 14 contains 85051 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 89324 members 
Mstep: Class 18 contains 48262 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 5362 members 
Mstep: Class 21 contains 91427 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1893 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1963 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5536 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293004.000000 Penalty: 36799.214844
Iteration 435Q: 60 clusters Score -5.3293e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101056 members 
Mstep: Class 6 contains 81083 members 
Mstep: Class 7 contains 81075 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83349 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88569 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 86535 members 
Mstep: Class 14 contains 85018 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 89315 members 
Mstep: Class 18 contains 48269 members 
Mstep: Class 19 contains 13418 members 
Mstep: Class 20 contains 5332 members 
Mstep: Class 21 contains 91495 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1605 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1968 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5526 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292984.000000 Penalty: 36799.214844
Iteration 436Q: 60 clusters Score -5.329298e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 101001 members 
Mstep: Class 6 contains 81052 members 
Mstep: Class 7 contains 81084 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83378 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88503 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 86537 members 
Mstep: Class 14 contains 84979 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 89344 members 
Mstep: Class 18 contains 48286 members 
Mstep: Class 19 contains 13542 members 
Mstep: Class 20 contains 5283 members 
Mstep: Class 21 contains 91566 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1890 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1606 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 140 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1968 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5523 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292904.000000 Penalty: 36799.214844
Iteration 437Q: 60 clusters Score -5.32929e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100973 members 
Mstep: Class 6 contains 81052 members 
Mstep: Class 7 contains 81082 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83447 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88438 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 13 contains 86530 members 
Mstep: Class 14 contains 84898 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 89308 members 
Mstep: Class 18 contains 48324 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 5224 members 
Mstep: Class 21 contains 91648 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1890 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1968 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5511 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293160.000000 Penalty: 36799.214844
Iteration 438Q: 60 clusters Score -5.329316e+07 nChanged 2422
Entering ConstructFrom: 
Score: -53293160.000000 Penalty: 36799.214844
Entering ConstructFrom: 
Trying to split cluster 1 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -437968.531250 Penalty: 400.855530
	Iteration 0F: 2 clusters Score -437968.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -433499.062500 Penalty: 801.711060
	Iteration 0F: 3 clusters Score -433499.1 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -435227.125000 Penalty: 801.711060
	Iteration 1F: 3 clusters Score -435227.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -435460.718750 Penalty: 801.711060
	Iteration 2F: 3 clusters Score -435460.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -435775.468750 Penalty: 801.711060
	Iteration 3F: 3 clusters Score -435775.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -436109.531250 Penalty: 801.711060
	Iteration 4F: 3 clusters Score -436109.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -436391.218750 Penalty: 801.711060
	Iteration 5F: 3 clusters Score -436391.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -436579.093750 Penalty: 801.711060
	Iteration 6Q: 3 clusters Score -436579.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -436700.000000 Penalty: 801.711060
	Iteration 7Q: 3 clusters Score -436700 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -436789.406250 Penalty: 801.711060
	Iteration 8Q: 3 clusters Score -436789.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -436851.312500 Penalty: 801.711060
	Iteration 9Q: 3 clusters Score -436851.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -436908.937500 Penalty: 801.711060
	Iteration 10Q: 3 clusters Score -436908.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -436962.343750 Penalty: 801.711060
	Iteration 11Q: 3 clusters Score -436962.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -437020.781250 Penalty: 801.711060
	Iteration 12Q: 3 clusters Score -437020.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -437073.937500 Penalty: 801.711060
	Iteration 13Q: 3 clusters Score -437073.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -437114.281250 Penalty: 801.711060
	Iteration 14Q: 3 clusters Score -437114.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -437145.125000 Penalty: 801.711060
	Iteration 15Q: 3 clusters Score -437145.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -437190.312500 Penalty: 801.711060
	Iteration 16Q: 3 clusters Score -437190.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -437245.218750 Penalty: 801.711060
	Iteration 17Q: 3 clusters Score -437245.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -437296.812500 Penalty: 801.711060
	Iteration 18Q: 3 clusters Score -437296.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -437343.531250 Penalty: 801.711060
	Iteration 19Q: 3 clusters Score -437343.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -437389.750000 Penalty: 801.711060
	Iteration 20F: 3 clusters Score -437389.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -437427.312500 Penalty: 801.711060
	Iteration 21Q: 3 clusters Score -437427.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -437451.000000 Penalty: 801.711060
	Iteration 22Q: 3 clusters Score -437451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -437472.875000 Penalty: 801.711060
	Iteration 23Q: 3 clusters Score -437472.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -437497.437500 Penalty: 801.711060
	Iteration 24Q: 3 clusters Score -437497.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -437519.187500 Penalty: 801.711060
	Iteration 25Q: 3 clusters Score -437519.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -437541.156250 Penalty: 801.711060
	Iteration 26Q: 3 clusters Score -437541.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -437556.031250 Penalty: 801.711060
	Iteration 27Q: 3 clusters Score -437556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -437565.656250 Penalty: 801.711060
	Iteration 28Q: 3 clusters Score -437565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -437573.593750 Penalty: 801.711060
	Iteration 29Q: 3 clusters Score -437573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -437579.906250 Penalty: 801.711060
	Iteration 30Q: 3 clusters Score -437579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -437585.031250 Penalty: 801.711060
	Iteration 31Q: 3 clusters Score -437585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -437591.687500 Penalty: 801.711060
	Iteration 32Q: 3 clusters Score -437591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -437594.875000 Penalty: 801.711060
	Iteration 33Q: 3 clusters Score -437594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -437597.812500 Penalty: 801.711060
	Iteration 34Q: 3 clusters Score -437597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -437598.812500 Penalty: 801.711060
	Iteration 35Q: 3 clusters Score -437598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -437601.625000 Penalty: 801.711060
	Iteration 36Q: 3 clusters Score -437601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -437601.625000 Penalty: 801.711060
	Iteration 37F: 3 clusters Score -437601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -8388.916992 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -8388.917 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 194 members 
Entering Unmasked Estep 
Score: -8041.393066 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -8041.393 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8303.415039 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -8303.415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8343.736328 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -8343.736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8392.192383 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -8392.192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8412.261719 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -8412.262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8441.833984 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -8441.834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8450.183594 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -8450.184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8461.387695 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -8461.388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8466.438477 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -8466.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8468.300781 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -8468.301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8472.452148 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -8472.452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8472.755859 Penalty: 543.152405
	Iteration 11F: 3 clusters Score -8472.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8476.157227 Penalty: 543.152405
	Iteration 12Q: 3 clusters Score -8476.157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8479.400391 Penalty: 543.152405
	Iteration 13Q: 3 clusters Score -8479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8482.040039 Penalty: 543.152405
	Iteration 14Q: 3 clusters Score -8482.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8483.645508 Penalty: 543.152405
	Iteration 15Q: 3 clusters Score -8483.646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8484.152344 Penalty: 543.152405
	Iteration 16Q: 3 clusters Score -8484.152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8485.112305 Penalty: 543.152405
	Iteration 17Q: 3 clusters Score -8485.112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8485.589844 Penalty: 543.152405
	Iteration 18Q: 3 clusters Score -8485.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8485.589844 Penalty: 543.152405
	Iteration 19F: 3 clusters Score -8485.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 228 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 163 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53292996.000000 Penalty: 37422.929688
Splitting cluster 2 changes total score from -53293160.000000 to -53292996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -74668.007812 Penalty: 320.898804
	Iteration 0F: 2 clusters Score -74668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73750.515625 Penalty: 641.797607
	Iteration 0F: 3 clusters Score -73750.52 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -74035.570312 Penalty: 641.797607
	Iteration 1F: 3 clusters Score -74035.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -74073.734375 Penalty: 641.797607
	Iteration 2F: 3 clusters Score -74073.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -74116.070312 Penalty: 641.797607
	Iteration 3Q: 3 clusters Score -74116.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -74153.250000 Penalty: 641.797607
	Iteration 4Q: 3 clusters Score -74153.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74193.812500 Penalty: 641.797607
	Iteration 5Q: 3 clusters Score -74193.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74249.562500 Penalty: 641.797607
	Iteration 6Q: 3 clusters Score -74249.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74310.656250 Penalty: 641.797607
	Iteration 7F: 3 clusters Score -74310.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74350.015625 Penalty: 641.797607
	Iteration 8Q: 3 clusters Score -74350.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74377.671875 Penalty: 641.797607
	Iteration 9Q: 3 clusters Score -74377.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74411.914062 Penalty: 641.797607
	Iteration 10Q: 3 clusters Score -74411.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74447.578125 Penalty: 641.797607
	Iteration 11Q: 3 clusters Score -74447.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74480.890625 Penalty: 641.797607
	Iteration 12Q: 3 clusters Score -74480.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74508.640625 Penalty: 641.797607
	Iteration 13Q: 3 clusters Score -74508.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74522.054688 Penalty: 641.797607
	Iteration 14Q: 3 clusters Score -74522.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74528.679688 Penalty: 641.797607
	Iteration 15Q: 3 clusters Score -74528.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74531.539062 Penalty: 641.797607
	Iteration 16Q: 3 clusters Score -74531.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74532.218750 Penalty: 641.797607
	Iteration 17Q: 3 clusters Score -74532.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74532.632812 Penalty: 641.797607
	Iteration 18Q: 3 clusters Score -74532.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74532.843750 Penalty: 641.797607
	Iteration 19Q: 3 clusters Score -74532.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74533.140625 Penalty: 641.797607
	Iteration 20F: 3 clusters Score -74533.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74533.820312 Penalty: 641.797607
	Iteration 21Q: 3 clusters Score -74533.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74534.070312 Penalty: 641.797607
	Iteration 22Q: 3 clusters Score -74534.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74534.835938 Penalty: 641.797607
	Iteration 23Q: 3 clusters Score -74534.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74535.320312 Penalty: 641.797607
	Iteration 24Q: 3 clusters Score -74535.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74535.750000 Penalty: 641.797607
	Iteration 25Q: 3 clusters Score -74535.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74536.109375 Penalty: 641.797607
	Iteration 26Q: 3 clusters Score -74536.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74536.109375 Penalty: 641.797607
	Iteration 27F: 3 clusters Score -74536.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -26639.824219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -26639.82 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 202 members 
Entering Unmasked Estep 
Score: -26196.095703 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -26196.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26376.929688 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -26376.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26455.353516 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -26455.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26550.093750 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -26550.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26618.361328 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -26618.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26667.433594 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -26667.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26688.324219 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -26688.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26699.472656 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -26699.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26711.050781 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -26711.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26713.785156 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -26713.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26713.785156 Penalty: 550.310913
	Iteration 10F: 3 clusters Score -26713.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 229 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 194 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53293016.000000 Penalty: 37422.929688
Splitting cluster 4 changes total score from -53293160.000000 to -53293016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (100962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Entering Unmasked Estep 
Score: -6193002.000000 Penalty: 524.273682
	Iteration 0F: 2 clusters Score -6193002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6125913.000000 Penalty: 1048.547363
	Iteration 0F: 3 clusters Score -6125913 nChanged 49146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -6155722.500000 Penalty: 1048.547363
	Iteration 1F: 3 clusters Score -6155722 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6157041.000000 Penalty: 1048.547363
	Iteration 2Q: 3 clusters Score -6157041 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6158847.500000 Penalty: 1048.547363
	Iteration 3Q: 3 clusters Score -6158848 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6161666.500000 Penalty: 1048.547363
	Iteration 4F: 3 clusters Score -6161666 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6166144.000000 Penalty: 1048.547363
	Iteration 5F: 3 clusters Score -6166144 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -6171568.000000 Penalty: 1048.547363
	Iteration 6F: 3 clusters Score -6171568 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -6175737.000000 Penalty: 1048.547363
	Iteration 7F: 3 clusters Score -6175737 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6177381.000000 Penalty: 1048.547363
	Iteration 8Q: 3 clusters Score -6177381 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -6177951.500000 Penalty: 1048.547363
	Iteration 9Q: 3 clusters Score -6177952 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -6178310.500000 Penalty: 1048.547363
	Iteration 10Q: 3 clusters Score -6178310 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -6178653.500000 Penalty: 1048.547363
	Iteration 11Q: 3 clusters Score -6178654 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -6178996.000000 Penalty: 1048.547363
	Iteration 12Q: 3 clusters Score -6178996 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -6179349.500000 Penalty: 1048.547363
	Iteration 13Q: 3 clusters Score -6179350 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -6179732.000000 Penalty: 1048.547363
	Iteration 14Q: 3 clusters Score -6179732 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -6180193.500000 Penalty: 1048.547363
	Iteration 15Q: 3 clusters Score -6180194 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6180592.500000 Penalty: 1048.547363
	Iteration 16Q: 3 clusters Score -6180592 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -6181070.500000 Penalty: 1048.547363
	Iteration 17Q: 3 clusters Score -6181070 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -6181575.000000 Penalty: 1048.547363
	Iteration 18Q: 3 clusters Score -6181575 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6181903.000000 Penalty: 1048.547363
	Iteration 19Q: 3 clusters Score -6181903 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6182342.000000 Penalty: 1048.547363
	Iteration 20F: 3 clusters Score -6182342 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -6182725.500000 Penalty: 1048.547363
	Iteration 21Q: 3 clusters Score -6182726 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -6183104.000000 Penalty: 1048.547363
	Iteration 22Q: 3 clusters Score -6183104 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6183517.000000 Penalty: 1048.547363
	Iteration 23Q: 3 clusters Score -6183517 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6183848.500000 Penalty: 1048.547363
	Iteration 24Q: 3 clusters Score -6183848 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -6184169.500000 Penalty: 1048.547363
	Iteration 25Q: 3 clusters Score -6184170 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6184541.500000 Penalty: 1048.547363
	Iteration 26Q: 3 clusters Score -6184542 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6184875.000000 Penalty: 1048.547363
	Iteration 27Q: 3 clusters Score -6184875 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -6185211.000000 Penalty: 1048.547363
	Iteration 28Q: 3 clusters Score -6185211 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6185588.500000 Penalty: 1048.547363
	Iteration 29Q: 3 clusters Score -6185588 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -6185966.500000 Penalty: 1048.547363
	Iteration 30Q: 3 clusters Score -6185966 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6186433.500000 Penalty: 1048.547363
	Iteration 31Q: 3 clusters Score -6186434 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -6186853.000000 Penalty: 1048.547363
	Iteration 32Q: 3 clusters Score -6186853 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -6187385.000000 Penalty: 1048.547363
	Iteration 33Q: 3 clusters Score -6187385 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -6187927.500000 Penalty: 1048.547363
	Iteration 34Q: 3 clusters Score -6187928 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -6188421.500000 Penalty: 1048.547363
	Iteration 35Q: 3 clusters Score -6188422 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -6188973.000000 Penalty: 1048.547363
	Iteration 36Q: 3 clusters Score -6188973 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -6189514.000000 Penalty: 1048.547363
	Iteration 37Q: 3 clusters Score -6189514 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6190140.500000 Penalty: 1048.547363
	Iteration 38Q: 3 clusters Score -6190140 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -6190680.500000 Penalty: 1048.547363
	Iteration 39Q: 3 clusters Score -6190680 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6191248.500000 Penalty: 1048.547363
	Iteration 40F: 3 clusters Score -6191248 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6191726.500000 Penalty: 1048.547363
	Iteration 41Q: 3 clusters Score -6191726 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6192081.000000 Penalty: 1048.547363
	Iteration 42Q: 3 clusters Score -6192081 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6192237.000000 Penalty: 1048.547363
	Iteration 43Q: 3 clusters Score -6192237 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6192399.500000 Penalty: 1048.547363
	Iteration 44Q: 3 clusters Score -6192400 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6192510.000000 Penalty: 1048.547363
	Iteration 45Q: 3 clusters Score -6192510 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6192568.500000 Penalty: 1048.547363
	Iteration 46Q: 3 clusters Score -6192568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6192611.500000 Penalty: 1048.547363
	Iteration 47Q: 3 clusters Score -6192612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6192645.000000 Penalty: 1048.547363
	Iteration 48Q: 3 clusters Score -6192645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6192654.000000 Penalty: 1048.547363
	Iteration 49Q: 3 clusters Score -6192654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6192663.500000 Penalty: 1048.547363
	Iteration 50Q: 3 clusters Score -6192664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6192667.000000 Penalty: 1048.547363
	Iteration 51Q: 3 clusters Score -6192667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6192678.500000 Penalty: 1048.547363
	Iteration 52Q: 3 clusters Score -6192678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6192682.000000 Penalty: 1048.547363
	Iteration 53Q: 3 clusters Score -6192682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6192683.000000 Penalty: 1048.547363
	Iteration 54Q: 3 clusters Score -6192683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6192688.500000 Penalty: 1048.547363
	Iteration 55Q: 3 clusters Score -6192688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6192685.000000 Penalty: 1048.547363
	Iteration 56Q: 3 clusters Score -6192685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6192694.000000 Penalty: 1048.547363
	Iteration 57Q: 3 clusters Score -6192694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100733 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6192692.500000 Penalty: 1048.547363
	Iteration 58Q: 3 clusters Score -6192692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6192690.000000 Penalty: 1048.547363
	Iteration 59Q: 3 clusters Score -6192690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6192689.000000 Penalty: 1048.547363
	Iteration 60F: 3 clusters Score -6192689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6192690.500000 Penalty: 1048.547363
	Iteration 61Q: 3 clusters Score -6192690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6192691.000000 Penalty: 1048.547363
	Iteration 62Q: 3 clusters Score -6192691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6192691.000000 Penalty: 1048.547363
	Iteration 63F: 3 clusters Score -6192691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Entering Unmasked Estep 
Score: -4985888.000000 Penalty: 514.276733
	Iteration 0F: 2 clusters Score -4985888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4931563.000000 Penalty: 1028.553467
	Iteration 0F: 3 clusters Score -4931563 nChanged 39306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4954500.500000 Penalty: 1028.553467
	Iteration 1F: 3 clusters Score -4954500 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -4955404.500000 Penalty: 1028.553467
	Iteration 2Q: 3 clusters Score -4955404 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -4956635.500000 Penalty: 1028.553467
	Iteration 3Q: 3 clusters Score -4956636 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -4958470.500000 Penalty: 1028.553467
	Iteration 4Q: 3 clusters Score -4958470 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -4961384.000000 Penalty: 1028.553467
	Iteration 5F: 3 clusters Score -4961384 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -4965604.500000 Penalty: 1028.553467
	Iteration 6F: 3 clusters Score -4965604 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -4970059.500000 Penalty: 1028.553467
	Iteration 7F: 3 clusters Score -4970060 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -4972531.500000 Penalty: 1028.553467
	Iteration 8F: 3 clusters Score -4972532 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -4973281.500000 Penalty: 1028.553467
	Iteration 9Q: 3 clusters Score -4973282 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -4973578.000000 Penalty: 1028.553467
	Iteration 10Q: 3 clusters Score -4973578 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -4973728.000000 Penalty: 1028.553467
	Iteration 11Q: 3 clusters Score -4973728 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -4973875.500000 Penalty: 1028.553467
	Iteration 12Q: 3 clusters Score -4973876 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -4974028.000000 Penalty: 1028.553467
	Iteration 13Q: 3 clusters Score -4974028 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -4974176.000000 Penalty: 1028.553467
	Iteration 14Q: 3 clusters Score -4974176 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -4974323.000000 Penalty: 1028.553467
	Iteration 15Q: 3 clusters Score -4974323 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -4974465.500000 Penalty: 1028.553467
	Iteration 16Q: 3 clusters Score -4974466 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -4974633.500000 Penalty: 1028.553467
	Iteration 17Q: 3 clusters Score -4974634 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -4974805.500000 Penalty: 1028.553467
	Iteration 18Q: 3 clusters Score -4974806 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -4974963.500000 Penalty: 1028.553467
	Iteration 19Q: 3 clusters Score -4974964 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -4975153.000000 Penalty: 1028.553467
	Iteration 20F: 3 clusters Score -4975153 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4975331.000000 Penalty: 1028.553467
	Iteration 21Q: 3 clusters Score -4975331 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -4975527.500000 Penalty: 1028.553467
	Iteration 22Q: 3 clusters Score -4975528 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -4975687.500000 Penalty: 1028.553467
	Iteration 23Q: 3 clusters Score -4975688 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -4975883.500000 Penalty: 1028.553467
	Iteration 24Q: 3 clusters Score -4975884 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -4976113.500000 Penalty: 1028.553467
	Iteration 25Q: 3 clusters Score -4976114 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -4976352.000000 Penalty: 1028.553467
	Iteration 26Q: 3 clusters Score -4976352 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -4976574.500000 Penalty: 1028.553467
	Iteration 27Q: 3 clusters Score -4976574 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -4976797.000000 Penalty: 1028.553467
	Iteration 28Q: 3 clusters Score -4976797 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -4977048.500000 Penalty: 1028.553467
	Iteration 29Q: 3 clusters Score -4977048 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -4977272.500000 Penalty: 1028.553467
	Iteration 30Q: 3 clusters Score -4977272 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -4977508.500000 Penalty: 1028.553467
	Iteration 31Q: 3 clusters Score -4977508 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -4977707.000000 Penalty: 1028.553467
	Iteration 32Q: 3 clusters Score -4977707 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -4977905.000000 Penalty: 1028.553467
	Iteration 33Q: 3 clusters Score -4977905 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -4978051.500000 Penalty: 1028.553467
	Iteration 34Q: 3 clusters Score -4978052 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -4978211.000000 Penalty: 1028.553467
	Iteration 35Q: 3 clusters Score -4978211 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -4978325.500000 Penalty: 1028.553467
	Iteration 36Q: 3 clusters Score -4978326 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -4978427.000000 Penalty: 1028.553467
	Iteration 37Q: 3 clusters Score -4978427 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -4978509.000000 Penalty: 1028.553467
	Iteration 38Q: 3 clusters Score -4978509 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -4978556.000000 Penalty: 1028.553467
	Iteration 39Q: 3 clusters Score -4978556 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -4978632.500000 Penalty: 1028.553467
	Iteration 40F: 3 clusters Score -4978632 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -4978654.500000 Penalty: 1028.553467
	Iteration 41Q: 3 clusters Score -4978654 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -4978705.000000 Penalty: 1028.553467
	Iteration 42Q: 3 clusters Score -4978705 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -4978731.000000 Penalty: 1028.553467
	Iteration 43Q: 3 clusters Score -4978731 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -4978762.500000 Penalty: 1028.553467
	Iteration 44Q: 3 clusters Score -4978762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -4978782.500000 Penalty: 1028.553467
	Iteration 45Q: 3 clusters Score -4978782 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -4978826.000000 Penalty: 1028.553467
	Iteration 46Q: 3 clusters Score -4978826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -4978856.000000 Penalty: 1028.553467
	Iteration 47Q: 3 clusters Score -4978856 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -4978866.500000 Penalty: 1028.553467
	Iteration 48Q: 3 clusters Score -4978866 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -4978901.000000 Penalty: 1028.553467
	Iteration 49Q: 3 clusters Score -4978901 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -4978932.500000 Penalty: 1028.553467
	Iteration 50Q: 3 clusters Score -4978932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -4978949.000000 Penalty: 1028.553467
	Iteration 51Q: 3 clusters Score -4978949 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -4978959.500000 Penalty: 1028.553467
	Iteration 52Q: 3 clusters Score -4978960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -4978958.000000 Penalty: 1028.553467
	Iteration 53Q: 3 clusters Score -4978958 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -4978975.500000 Penalty: 1028.553467
	Iteration 54Q: 3 clusters Score -4978976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -4978982.500000 Penalty: 1028.553467
	Iteration 55Q: 3 clusters Score -4978982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -4978986.000000 Penalty: 1028.553467
	Iteration 56Q: 3 clusters Score -4978986 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -4978987.500000 Penalty: 1028.553467
	Iteration 57Q: 3 clusters Score -4978988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -4978984.500000 Penalty: 1028.553467
	Iteration 58Q: 3 clusters Score -4978984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -4979006.500000 Penalty: 1028.553467
	Iteration 59Q: 3 clusters Score -4979006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -4979025.500000 Penalty: 1028.553467
	Iteration 60F: 3 clusters Score -4979026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -4979059.500000 Penalty: 1028.553467
	Iteration 61Q: 3 clusters Score -4979060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -4979062.500000 Penalty: 1028.553467
	Iteration 62Q: 3 clusters Score -4979062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -4979080.500000 Penalty: 1028.553467
	Iteration 63Q: 3 clusters Score -4979080 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -4979098.500000 Penalty: 1028.553467
	Iteration 64Q: 3 clusters Score -4979098 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -4979117.000000 Penalty: 1028.553467
	Iteration 65Q: 3 clusters Score -4979117 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -4979145.500000 Penalty: 1028.553467
	Iteration 66Q: 3 clusters Score -4979146 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -4979163.000000 Penalty: 1028.553467
	Iteration 67Q: 3 clusters Score -4979163 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -4979168.000000 Penalty: 1028.553467
	Iteration 68Q: 3 clusters Score -4979168 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -4979168.500000 Penalty: 1028.553467
	Iteration 69Q: 3 clusters Score -4979168 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -4979187.500000 Penalty: 1028.553467
	Iteration 70Q: 3 clusters Score -4979188 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -4979219.500000 Penalty: 1028.553467
	Iteration 71Q: 3 clusters Score -4979220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -4979275.000000 Penalty: 1028.553467
	Iteration 72Q: 3 clusters Score -4979275 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -4979321.500000 Penalty: 1028.553467
	Iteration 73Q: 3 clusters Score -4979322 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -4979356.000000 Penalty: 1028.553467
	Iteration 74Q: 3 clusters Score -4979356 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -4979393.000000 Penalty: 1028.553467
	Iteration 75Q: 3 clusters Score -4979393 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -4979435.000000 Penalty: 1028.553467
	Iteration 76Q: 3 clusters Score -4979435 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -4979455.500000 Penalty: 1028.553467
	Iteration 77Q: 3 clusters Score -4979456 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -4979490.000000 Penalty: 1028.553467
	Iteration 78Q: 3 clusters Score -4979490 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -4979527.000000 Penalty: 1028.553467
	Iteration 79Q: 3 clusters Score -4979527 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -4979542.500000 Penalty: 1028.553467
	Iteration 80F: 3 clusters Score -4979542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4979578 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4979614 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4979648 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -4979693.500000 Penalty: 1028.553467
	Iteration 84Q: 3 clusters Score -4979694 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -4979742.500000 Penalty: 1028.553467
	Iteration 85Q: 3 clusters Score -4979742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4979804 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4979861 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -4979905.500000 Penalty: 1028.553467
	Iteration 88Q: 3 clusters Score -4979906 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -4979944.500000 Penalty: 1028.553467
	Iteration 89Q: 3 clusters Score -4979944 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -4980015.500000 Penalty: 1028.553467
	Iteration 90Q: 3 clusters Score -4980016 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -4980065.500000 Penalty: 1028.553467
	Iteration 91Q: 3 clusters Score -4980066 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -4980122.500000 Penalty: 1028.553467
	Iteration 92Q: 3 clusters Score -4980122 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -4980164.000000 Penalty: 1028.553467
	Iteration 93Q: 3 clusters Score -4980164 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -4980221.000000 Penalty: 1028.553467
	Iteration 94Q: 3 clusters Score -4980221 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -4980273.000000 Penalty: 1028.553467
	Iteration 95Q: 3 clusters Score -4980273 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -4980343.500000 Penalty: 1028.553467
	Iteration 96Q: 3 clusters Score -4980344 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -4980397.500000 Penalty: 1028.553467
	Iteration 97Q: 3 clusters Score -4980398 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -4980474.500000 Penalty: 1028.553467
	Iteration 98Q: 3 clusters Score -4980474 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -4980570.000000 Penalty: 1028.553467
	Iteration 99Q: 3 clusters Score -4980570 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -4980631.000000 Penalty: 1028.553467
	Iteration 100F: 3 clusters Score -4980631 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -4980712.500000 Penalty: 1028.553467
	Iteration 101Q: 3 clusters Score -4980712 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -4980783.500000 Penalty: 1028.553467
	Iteration 102Q: 3 clusters Score -4980784 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -4980866.000000 Penalty: 1028.553467
	Iteration 103Q: 3 clusters Score -4980866 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4980969 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4981088 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -4981227.500000 Penalty: 1028.553467
	Iteration 106Q: 3 clusters Score -4981228 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -4981425.000000 Penalty: 1028.553467
	Iteration 107Q: 3 clusters Score -4981425 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -4981584.000000 Penalty: 1028.553467
	Iteration 108Q: 3 clusters Score -4981584 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4981786 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4982008 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -4982251.000000 Penalty: 1028.553467
	Iteration 111Q: 3 clusters Score -4982251 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -4982512.500000 Penalty: 1028.553467
	Iteration 112Q: 3 clusters Score -4982512 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -4982791.000000 Penalty: 1028.553467
	Iteration 113Q: 3 clusters Score -4982791 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -4983079.000000 Penalty: 1028.553467
	Iteration 114Q: 3 clusters Score -4983079 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4983398 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -4983674.000000 Penalty: 1028.553467
	Iteration 116Q: 3 clusters Score -4983674 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -4983982.500000 Penalty: 1028.553467
	Iteration 117Q: 3 clusters Score -4983982 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -4984246.500000 Penalty: 1028.553467
	Iteration 118Q: 3 clusters Score -4984246 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4984462.000000 Penalty: 1028.553467
	Iteration 119Q: 3 clusters Score -4984462 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -4984669.500000 Penalty: 1028.553467
	Iteration 120F: 3 clusters Score -4984670 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -4984847.500000 Penalty: 1028.553467
	Iteration 121Q: 3 clusters Score -4984848 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -4984976.500000 Penalty: 1028.553467
	Iteration 122Q: 3 clusters Score -4984976 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -4985068.500000 Penalty: 1028.553467
	Iteration 123Q: 3 clusters Score -4985068 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -4985167.000000 Penalty: 1028.553467
	Iteration 124Q: 3 clusters Score -4985167 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -4985225.500000 Penalty: 1028.553467
	Iteration 125Q: 3 clusters Score -4985226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -4985267.000000 Penalty: 1028.553467
	Iteration 126Q: 3 clusters Score -4985267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -4985302.000000 Penalty: 1028.553467
	Iteration 127Q: 3 clusters Score -4985302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -4985360.000000 Penalty: 1028.553467
	Iteration 128Q: 3 clusters Score -4985360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -4985394.500000 Penalty: 1028.553467
	Iteration 129Q: 3 clusters Score -4985394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -4985421.000000 Penalty: 1028.553467
	Iteration 130Q: 3 clusters Score -4985421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -4985439.500000 Penalty: 1028.553467
	Iteration 131Q: 3 clusters Score -4985440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -4985451.500000 Penalty: 1028.553467
	Iteration 132Q: 3 clusters Score -4985452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -4985467.000000 Penalty: 1028.553467
	Iteration 133Q: 3 clusters Score -4985467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -4985474.500000 Penalty: 1028.553467
	Iteration 134Q: 3 clusters Score -4985474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -4985484.000000 Penalty: 1028.553467
	Iteration 135Q: 3 clusters Score -4985484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -4985502.000000 Penalty: 1028.553467
	Iteration 136Q: 3 clusters Score -4985502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -4985512.000000 Penalty: 1028.553467
	Iteration 137Q: 3 clusters Score -4985512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -4985506.500000 Penalty: 1028.553467
	Iteration 138Q: 3 clusters Score -4985506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -4985513.500000 Penalty: 1028.553467
	Iteration 139Q: 3 clusters Score -4985514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -4985515.000000 Penalty: 1028.553467
	Iteration 140F: 3 clusters Score -4985515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -4985519.000000 Penalty: 1028.553467
	Iteration 141Q: 3 clusters Score -4985519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -4985526.000000 Penalty: 1028.553467
	Iteration 142Q: 3 clusters Score -4985526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -4985524.500000 Penalty: 1028.553467
	Iteration 143Q: 3 clusters Score -4985524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -4985524.000000 Penalty: 1028.553467
	Iteration 144Q: 3 clusters Score -4985524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -4985528.000000 Penalty: 1028.553467
	Iteration 145Q: 3 clusters Score -4985528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -4985532.000000 Penalty: 1028.553467
	Iteration 146Q: 3 clusters Score -4985532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -4985529.000000 Penalty: 1028.553467
	Iteration 147Q: 3 clusters Score -4985529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -4985529.000000 Penalty: 1028.553467
	Iteration 148Q: 3 clusters Score -4985529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -4985534.500000 Penalty: 1028.553467
	Iteration 149Q: 3 clusters Score -4985534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -4985539.500000 Penalty: 1028.553467
	Iteration 150Q: 3 clusters Score -4985540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -4985536.500000 Penalty: 1028.553467
	Iteration 151Q: 3 clusters Score -4985536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -4985538.000000 Penalty: 1028.553467
	Iteration 152Q: 3 clusters Score -4985538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -4985536.500000 Penalty: 1028.553467
	Iteration 153Q: 3 clusters Score -4985536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -4985535.500000 Penalty: 1028.553467
	Iteration 154Q: 3 clusters Score -4985536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -4985539.500000 Penalty: 1028.553467
	Iteration 155Q: 3 clusters Score -4985540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -4985542.000000 Penalty: 1028.553467
	Iteration 156Q: 3 clusters Score -4985542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -4985543.500000 Penalty: 1028.553467
	Iteration 157Q: 3 clusters Score -4985544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -4985547.000000 Penalty: 1028.553467
	Iteration 158Q: 3 clusters Score -4985547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -4985547.000000 Penalty: 1028.553467
	Iteration 159F: 3 clusters Score -4985547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Entering Unmasked Estep 
Score: -5003659.500000 Penalty: 514.299133
	Iteration 0F: 2 clusters Score -5003660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -4948960.000000 Penalty: 1028.598267
	Iteration 0F: 3 clusters Score -4948960 nChanged 39576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4971871 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4972414.500000 Penalty: 1028.598267
	Iteration 2Q: 3 clusters Score -4972414 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -4973277.500000 Penalty: 1028.598267
	Iteration 3Q: 3 clusters Score -4973278 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4974912.000000 Penalty: 1028.598267
	Iteration 4Q: 3 clusters Score -4974912 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4978106.500000 Penalty: 1028.598267
	Iteration 5F: 3 clusters Score -4978106 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4983880.000000 Penalty: 1028.598267
	Iteration 6F: 3 clusters Score -4983880 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4991791.000000 Penalty: 1028.598267
	Iteration 7F: 3 clusters Score -4991791 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4998383.000000 Penalty: 1028.598267
	Iteration 8F: 3 clusters Score -4998383 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5001630.000000 Penalty: 1028.598267
	Iteration 9Q: 3 clusters Score -5001630 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5002731.000000 Penalty: 1028.598267
	Iteration 10Q: 3 clusters Score -5002731 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5003019.000000 Penalty: 1028.598267
	Iteration 11Q: 3 clusters Score -5003019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5003129.500000 Penalty: 1028.598267
	Iteration 12Q: 3 clusters Score -5003130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5003166.500000 Penalty: 1028.598267
	Iteration 13Q: 3 clusters Score -5003166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5003189.500000 Penalty: 1028.598267
	Iteration 14Q: 3 clusters Score -5003190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5003199.500000 Penalty: 1028.598267
	Iteration 15Q: 3 clusters Score -5003200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5003206.000000 Penalty: 1028.598267
	Iteration 16Q: 3 clusters Score -5003206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5003215.000000 Penalty: 1028.598267
	Iteration 17Q: 3 clusters Score -5003215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5003217.000000 Penalty: 1028.598267
	Iteration 18Q: 3 clusters Score -5003217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5003222.500000 Penalty: 1028.598267
	Iteration 19Q: 3 clusters Score -5003222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5003230.500000 Penalty: 1028.598267
	Iteration 20F: 3 clusters Score -5003230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5003239.500000 Penalty: 1028.598267
	Iteration 21Q: 3 clusters Score -5003240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5003250.500000 Penalty: 1028.598267
	Iteration 22Q: 3 clusters Score -5003250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5003250.000000 Penalty: 1028.598267
	Iteration 23Q: 3 clusters Score -5003250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5003250.000000 Penalty: 1028.598267
	Iteration 24F: 3 clusters Score -5003250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23024.361328 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23024.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22610.480469 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22610.48 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22842.599609 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22842.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22932.386719 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -22932.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22959.462891 Penalty: 547.248108
	Iteration 3Q: 3 clusters Score -22959.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23035.615234 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23035.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23060.984375 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23060.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23084.914062 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23084.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23093.765625 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -23093.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23103.263672 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -23103.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23111.035156 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -23111.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23118.980469 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -23118.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23135.515625 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -23135.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23152.669922 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -23152.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23155.988281 Penalty: 547.248108
	Iteration 13Q: 3 clusters Score -23155.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23155.988281 Penalty: 547.248108
	Iteration 14F: 3 clusters Score -23155.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 229 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53293012.000000 Penalty: 37422.929688
Splitting cluster 8 changes total score from -53293160.000000 to -53293012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (83519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Entering Unmasked Estep 
Score: -5150662.500000 Penalty: 515.643738
	Iteration 0F: 2 clusters Score -5150662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5094480.500000 Penalty: 1031.287476
	Iteration 0F: 3 clusters Score -5094480 nChanged 40797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -5120357.500000 Penalty: 1031.287476
	Iteration 1F: 3 clusters Score -5120358 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5122401.500000 Penalty: 1031.287476
	Iteration 2F: 3 clusters Score -5122402 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -5125850.500000 Penalty: 1031.287476
	Iteration 3F: 3 clusters Score -5125850 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -5131276.000000 Penalty: 1031.287476
	Iteration 4F: 3 clusters Score -5131276 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5136584.000000 Penalty: 1031.287476
	Iteration 5F: 3 clusters Score -5136584 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -5139003.000000 Penalty: 1031.287476
	Iteration 6F: 3 clusters Score -5139003 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -5139755.500000 Penalty: 1031.287476
	Iteration 7Q: 3 clusters Score -5139756 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -5140219.000000 Penalty: 1031.287476
	Iteration 8Q: 3 clusters Score -5140219 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -5140640.500000 Penalty: 1031.287476
	Iteration 9Q: 3 clusters Score -5140640 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5141021.500000 Penalty: 1031.287476
	Iteration 10Q: 3 clusters Score -5141022 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -5141328.000000 Penalty: 1031.287476
	Iteration 11Q: 3 clusters Score -5141328 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5141585.500000 Penalty: 1031.287476
	Iteration 12Q: 3 clusters Score -5141586 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -5141865.500000 Penalty: 1031.287476
	Iteration 13Q: 3 clusters Score -5141866 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5142106.000000 Penalty: 1031.287476
	Iteration 14Q: 3 clusters Score -5142106 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5142304.000000 Penalty: 1031.287476
	Iteration 15Q: 3 clusters Score -5142304 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5142459.000000 Penalty: 1031.287476
	Iteration 16Q: 3 clusters Score -5142459 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5142486.000000 Penalty: 1031.287476
	Iteration 17Q: 3 clusters Score -5142486 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5142619.500000 Penalty: 1031.287476
	Iteration 18Q: 3 clusters Score -5142620 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5142687.500000 Penalty: 1031.287476
	Iteration 19Q: 3 clusters Score -5142688 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -5142741.500000 Penalty: 1031.287476
	Iteration 20F: 3 clusters Score -5142742 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5142744.500000 Penalty: 1031.287476
	Iteration 21Q: 3 clusters Score -5142744 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5142725.000000 Penalty: 1031.287476
	Iteration 22Q: 3 clusters Score -5142725 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -5142733.500000 Penalty: 1031.287476
	Iteration 23Q: 3 clusters Score -5142734 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -5142727.500000 Penalty: 1031.287476
	Iteration 24Q: 3 clusters Score -5142728 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5142747.000000 Penalty: 1031.287476
	Iteration 25Q: 3 clusters Score -5142747 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5142751.500000 Penalty: 1031.287476
	Iteration 26Q: 3 clusters Score -5142752 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5142743.000000 Penalty: 1031.287476
	Iteration 27Q: 3 clusters Score -5142743 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5142753.000000 Penalty: 1031.287476
	Iteration 28Q: 3 clusters Score -5142753 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5142755.000000 Penalty: 1031.287476
	Iteration 29Q: 3 clusters Score -5142755 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5142788.500000 Penalty: 1031.287476
	Iteration 30Q: 3 clusters Score -5142788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5142780.000000 Penalty: 1031.287476
	Iteration 31Q: 3 clusters Score -5142780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -5142777.500000 Penalty: 1031.287476
	Iteration 32Q: 3 clusters Score -5142778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -5142783.500000 Penalty: 1031.287476
	Iteration 33Q: 3 clusters Score -5142784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5142786.500000 Penalty: 1031.287476
	Iteration 34Q: 3 clusters Score -5142786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5142794.000000 Penalty: 1031.287476
	Iteration 35Q: 3 clusters Score -5142794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5142783.500000 Penalty: 1031.287476
	Iteration 36Q: 3 clusters Score -5142784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -5142793.000000 Penalty: 1031.287476
	Iteration 37Q: 3 clusters Score -5142793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5142800.000000 Penalty: 1031.287476
	Iteration 38Q: 3 clusters Score -5142800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5142805.500000 Penalty: 1031.287476
	Iteration 39Q: 3 clusters Score -5142806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -5142807.000000 Penalty: 1031.287476
	Iteration 40F: 3 clusters Score -5142807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -5142814.500000 Penalty: 1031.287476
	Iteration 41Q: 3 clusters Score -5142814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5142828.000000 Penalty: 1031.287476
	Iteration 42Q: 3 clusters Score -5142828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5142834.000000 Penalty: 1031.287476
	Iteration 43Q: 3 clusters Score -5142834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5142844.000000 Penalty: 1031.287476
	Iteration 44Q: 3 clusters Score -5142844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5142847.500000 Penalty: 1031.287476
	Iteration 45Q: 3 clusters Score -5142848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5142852.000000 Penalty: 1031.287476
	Iteration 46Q: 3 clusters Score -5142852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5142843.500000 Penalty: 1031.287476
	Iteration 47Q: 3 clusters Score -5142844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -5142843.500000 Penalty: 1031.287476
	Iteration 48Q: 3 clusters Score -5142844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5142845.500000 Penalty: 1031.287476
	Iteration 49Q: 3 clusters Score -5142846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -5142840.000000 Penalty: 1031.287476
	Iteration 50Q: 3 clusters Score -5142840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -5142840.000000 Penalty: 1031.287476
	Iteration 51Q: 3 clusters Score -5142840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5142842.000000 Penalty: 1031.287476
	Iteration 52Q: 3 clusters Score -5142842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5142840.000000 Penalty: 1031.287476
	Iteration 53Q: 3 clusters Score -5142840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5142839.500000 Penalty: 1031.287476
	Iteration 54Q: 3 clusters Score -5142840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -5142839.000000 Penalty: 1031.287476
	Iteration 55Q: 3 clusters Score -5142839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5142839.500000 Penalty: 1031.287476
	Iteration 56Q: 3 clusters Score -5142840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5142841.500000 Penalty: 1031.287476
	Iteration 57Q: 3 clusters Score -5142842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5142846.500000 Penalty: 1031.287476
	Iteration 58Q: 3 clusters Score -5142846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5142847.500000 Penalty: 1031.287476
	Iteration 59Q: 3 clusters Score -5142848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5142845.500000 Penalty: 1031.287476
	Iteration 60F: 3 clusters Score -5142846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5142842.000000 Penalty: 1031.287476
	Iteration 61Q: 3 clusters Score -5142842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5142840.000000 Penalty: 1031.287476
	Iteration 62Q: 3 clusters Score -5142840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5142841.000000 Penalty: 1031.287476
	Iteration 63Q: 3 clusters Score -5142841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -5142837.000000 Penalty: 1031.287476
	Iteration 64Q: 3 clusters Score -5142837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5142840.500000 Penalty: 1031.287476
	Iteration 65Q: 3 clusters Score -5142840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -5142838.500000 Penalty: 1031.287476
	Iteration 66Q: 3 clusters Score -5142838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5142834.000000 Penalty: 1031.287476
	Iteration 67Q: 3 clusters Score -5142834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5142834.000000 Penalty: 1031.287476
	Iteration 68Q: 3 clusters Score -5142834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5142829.500000 Penalty: 1031.287476
	Iteration 69Q: 3 clusters Score -5142830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5142825.000000 Penalty: 1031.287476
	Iteration 70Q: 3 clusters Score -5142825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5142832.500000 Penalty: 1031.287476
	Iteration 71Q: 3 clusters Score -5142832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5142829.000000 Penalty: 1031.287476
	Iteration 72Q: 3 clusters Score -5142829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5142842.500000 Penalty: 1031.287476
	Iteration 73Q: 3 clusters Score -5142842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5142837.000000 Penalty: 1031.287476
	Iteration 74Q: 3 clusters Score -5142837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -5142829.500000 Penalty: 1031.287476
	Iteration 75Q: 3 clusters Score -5142830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -5142829.000000 Penalty: 1031.287476
	Iteration 76Q: 3 clusters Score -5142829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5142831.500000 Penalty: 1031.287476
	Iteration 77Q: 3 clusters Score -5142832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5142835.000000 Penalty: 1031.287476
	Iteration 78Q: 3 clusters Score -5142835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5142841.000000 Penalty: 1031.287476
	Iteration 79Q: 3 clusters Score -5142841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -5142841.500000 Penalty: 1031.287476
	Iteration 80F: 3 clusters Score -5142842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5142836.000000 Penalty: 1031.287476
	Iteration 81Q: 3 clusters Score -5142836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5142839.500000 Penalty: 1031.287476
	Iteration 82Q: 3 clusters Score -5142840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5142835.000000 Penalty: 1031.287476
	Iteration 83Q: 3 clusters Score -5142835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5142836.000000 Penalty: 1031.287476
	Iteration 84Q: 3 clusters Score -5142836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5142833.000000 Penalty: 1031.287476
	Iteration 85Q: 3 clusters Score -5142833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5142838.000000 Penalty: 1031.287476
	Iteration 86Q: 3 clusters Score -5142838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5142840.000000 Penalty: 1031.287476
	Iteration 87Q: 3 clusters Score -5142840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5142844.000000 Penalty: 1031.287476
	Iteration 88Q: 3 clusters Score -5142844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5142840.500000 Penalty: 1031.287476
	Iteration 89Q: 3 clusters Score -5142840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5142830.000000 Penalty: 1031.287476
	Iteration 90Q: 3 clusters Score -5142830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5142827.000000 Penalty: 1031.287476
	Iteration 91Q: 3 clusters Score -5142827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5142821.500000 Penalty: 1031.287476
	Iteration 92Q: 3 clusters Score -5142822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5142816.500000 Penalty: 1031.287476
	Iteration 93Q: 3 clusters Score -5142816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -5142828.500000 Penalty: 1031.287476
	Iteration 94Q: 3 clusters Score -5142828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5142828.000000 Penalty: 1031.287476
	Iteration 95Q: 3 clusters Score -5142828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5142824.000000 Penalty: 1031.287476
	Iteration 96Q: 3 clusters Score -5142824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5142822.500000 Penalty: 1031.287476
	Iteration 97Q: 3 clusters Score -5142822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5142825.500000 Penalty: 1031.287476
	Iteration 98Q: 3 clusters Score -5142826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5142825.500000 Penalty: 1031.287476
	Iteration 99Q: 3 clusters Score -5142826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5142828.000000 Penalty: 1031.287476
	Iteration 100F: 3 clusters Score -5142828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5142822.000000 Penalty: 1031.287476
	Iteration 101Q: 3 clusters Score -5142822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5142819.000000 Penalty: 1031.287476
	Iteration 102Q: 3 clusters Score -5142819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5142817.000000 Penalty: 1031.287476
	Iteration 103Q: 3 clusters Score -5142817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5142821.000000 Penalty: 1031.287476
	Iteration 104Q: 3 clusters Score -5142821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5142821.500000 Penalty: 1031.287476
	Iteration 105Q: 3 clusters Score -5142822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5142819.500000 Penalty: 1031.287476
	Iteration 106Q: 3 clusters Score -5142820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5142819.500000 Penalty: 1031.287476
	Iteration 107F: 3 clusters Score -5142820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -56347.535156 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -56347.54 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 437 members 
Entering Unmasked Estep 
Score: -55568.457031 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -55568.46 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55828.214844 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -55828.21 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55908.179688 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -55908.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55968.988281 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -55968.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56012.414062 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -56012.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56066.894531 Penalty: 618.612549
	Iteration 5F: 3 clusters Score -56066.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56112.519531 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -56112.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56151.281250 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -56151.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56184.968750 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -56184.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56211.140625 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -56211.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56260.121094 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -56260.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56303.449219 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -56303.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56318.347656 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -56318.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56325.207031 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -56325.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56331.050781 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -56331.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56332.339844 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -56332.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56332.972656 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -56332.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56333.312500 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -56333.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56333.406250 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -56333.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56333.605469 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -56333.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56333.605469 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -56333.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Entering Unmasked Estep 
Score: -5524312.000000 Penalty: 518.200256
	Iteration 0F: 2 clusters Score -5524312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5468820.500000 Penalty: 1036.400513
	Iteration 0F: 3 clusters Score -5468820 nChanged 42927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5495719.500000 Penalty: 1036.400513
	Iteration 1F: 3 clusters Score -5495720 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5498168.000000 Penalty: 1036.400513
	Iteration 2F: 3 clusters Score -5498168 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5502342.500000 Penalty: 1036.400513
	Iteration 3F: 3 clusters Score -5502342 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5508247.500000 Penalty: 1036.400513
	Iteration 4F: 3 clusters Score -5508248 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5515054.000000 Penalty: 1036.400513
	Iteration 5F: 3 clusters Score -5515054 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -5520219.500000 Penalty: 1036.400513
	Iteration 6F: 3 clusters Score -5520220 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5522467.000000 Penalty: 1036.400513
	Iteration 7Q: 3 clusters Score -5522467 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5523266.500000 Penalty: 1036.400513
	Iteration 8Q: 3 clusters Score -5523266 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5523650.500000 Penalty: 1036.400513
	Iteration 9Q: 3 clusters Score -5523650 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5523824.000000 Penalty: 1036.400513
	Iteration 10Q: 3 clusters Score -5523824 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5523859.000000 Penalty: 1036.400513
	Iteration 11Q: 3 clusters Score -5523859 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5523912.000000 Penalty: 1036.400513
	Iteration 12Q: 3 clusters Score -5523912 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5523925.000000 Penalty: 1036.400513
	Iteration 13Q: 3 clusters Score -5523925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5523922.500000 Penalty: 1036.400513
	Iteration 14Q: 3 clusters Score -5523922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5523932.500000 Penalty: 1036.400513
	Iteration 15Q: 3 clusters Score -5523932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5523936.000000 Penalty: 1036.400513
	Iteration 16Q: 3 clusters Score -5523936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5523937.000000 Penalty: 1036.400513
	Iteration 17Q: 3 clusters Score -5523937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5523946.000000 Penalty: 1036.400513
	Iteration 18Q: 3 clusters Score -5523946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5523945.000000 Penalty: 1036.400513
	Iteration 19Q: 3 clusters Score -5523945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5523938.000000 Penalty: 1036.400513
	Iteration 20F: 3 clusters Score -5523938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5523946.500000 Penalty: 1036.400513
	Iteration 21Q: 3 clusters Score -5523946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5523945.000000 Penalty: 1036.400513
	Iteration 22Q: 3 clusters Score -5523945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5523949.000000 Penalty: 1036.400513
	Iteration 23Q: 3 clusters Score -5523949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5523953.000000 Penalty: 1036.400513
	Iteration 24Q: 3 clusters Score -5523953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5523955.500000 Penalty: 1036.400513
	Iteration 25Q: 3 clusters Score -5523956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5523952.000000 Penalty: 1036.400513
	Iteration 26Q: 3 clusters Score -5523952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5523951.500000 Penalty: 1036.400513
	Iteration 27Q: 3 clusters Score -5523952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5523957.500000 Penalty: 1036.400513
	Iteration 28Q: 3 clusters Score -5523958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5523961.500000 Penalty: 1036.400513
	Iteration 29Q: 3 clusters Score -5523962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5523963.500000 Penalty: 1036.400513
	Iteration 30Q: 3 clusters Score -5523964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5523969.000000 Penalty: 1036.400513
	Iteration 31Q: 3 clusters Score -5523969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5523969.000000 Penalty: 1036.400513
	Iteration 32Q: 3 clusters Score -5523969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5523969.000000 Penalty: 1036.400513
	Iteration 33F: 3 clusters Score -5523969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -99101.421875 Penalty: 337.907990
	Iteration 0F: 2 clusters Score -99101.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -97881.609375 Penalty: 675.815979
	Iteration 0F: 3 clusters Score -97881.61 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -98372.437500 Penalty: 675.815979
	Iteration 1F: 3 clusters Score -98372.44 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98554.281250 Penalty: 675.815979
	Iteration 2F: 3 clusters Score -98554.28 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98709.750000 Penalty: 675.815979
	Iteration 3F: 3 clusters Score -98709.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98827.359375 Penalty: 675.815979
	Iteration 4F: 3 clusters Score -98827.36 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98907.757812 Penalty: 675.815979
	Iteration 5F: 3 clusters Score -98907.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98952.367188 Penalty: 675.815979
	Iteration 6Q: 3 clusters Score -98952.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98977.781250 Penalty: 675.815979
	Iteration 7Q: 3 clusters Score -98977.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98998.460938 Penalty: 675.815979
	Iteration 8Q: 3 clusters Score -98998.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99009.570312 Penalty: 675.815979
	Iteration 9Q: 3 clusters Score -99009.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99019.953125 Penalty: 675.815979
	Iteration 10Q: 3 clusters Score -99019.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99029.390625 Penalty: 675.815979
	Iteration 11Q: 3 clusters Score -99029.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99038.148438 Penalty: 675.815979
	Iteration 12Q: 3 clusters Score -99038.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99044.484375 Penalty: 675.815979
	Iteration 13Q: 3 clusters Score -99044.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99051.414062 Penalty: 675.815979
	Iteration 14Q: 3 clusters Score -99051.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99063.484375 Penalty: 675.815979
	Iteration 15Q: 3 clusters Score -99063.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99082.546875 Penalty: 675.815979
	Iteration 16Q: 3 clusters Score -99082.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99094.726562 Penalty: 675.815979
	Iteration 17Q: 3 clusters Score -99094.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99099.539062 Penalty: 675.815979
	Iteration 18Q: 3 clusters Score -99099.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99101.609375 Penalty: 675.815979
	Iteration 19Q: 3 clusters Score -99101.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99102.914062 Penalty: 675.815979
	Iteration 20F: 3 clusters Score -99102.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99104.148438 Penalty: 675.815979
	Iteration 21Q: 3 clusters Score -99104.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -99104.421875 Penalty: 675.815979
	Iteration 22Q: 3 clusters Score -99104.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99104.859375 Penalty: 675.815979
	Iteration 23Q: 3 clusters Score -99104.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99104.906250 Penalty: 675.815979
	Iteration 24Q: 3 clusters Score -99104.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99104.906250 Penalty: 675.815979
	Iteration 25Q: 3 clusters Score -99104.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99104.906250 Penalty: 675.815979
	Iteration 26F: 3 clusters Score -99104.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 5158 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 533 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53292880.000000 Penalty: 37422.929688
Splitting cluster 12 changes total score from -53293160.000000 to -53292880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (86512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Entering Unmasked Estep 
Score: -5406392.000000 Penalty: 517.245728
	Iteration 0F: 2 clusters Score -5406392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -5350155.000000 Penalty: 1034.491455
	Iteration 0F: 3 clusters Score -5350155 nChanged 42260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -5376026.500000 Penalty: 1034.491455
	Iteration 1F: 3 clusters Score -5376026 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5377872.500000 Penalty: 1034.491455
	Iteration 2Q: 3 clusters Score -5377872 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5381467.000000 Penalty: 1034.491455
	Iteration 3F: 3 clusters Score -5381467 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5387799.000000 Penalty: 1034.491455
	Iteration 4F: 3 clusters Score -5387799 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -5396720.000000 Penalty: 1034.491455
	Iteration 5F: 3 clusters Score -5396720 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5403308.000000 Penalty: 1034.491455
	Iteration 6F: 3 clusters Score -5403308 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5405427.000000 Penalty: 1034.491455
	Iteration 7Q: 3 clusters Score -5405427 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5405832.500000 Penalty: 1034.491455
	Iteration 8Q: 3 clusters Score -5405832 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5405953.500000 Penalty: 1034.491455
	Iteration 9Q: 3 clusters Score -5405954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5405979.000000 Penalty: 1034.491455
	Iteration 10Q: 3 clusters Score -5405979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5406022.500000 Penalty: 1034.491455
	Iteration 11Q: 3 clusters Score -5406022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5406030.000000 Penalty: 1034.491455
	Iteration 12Q: 3 clusters Score -5406030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5406038.000000 Penalty: 1034.491455
	Iteration 13Q: 3 clusters Score -5406038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5406042.500000 Penalty: 1034.491455
	Iteration 14Q: 3 clusters Score -5406042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5406046.000000 Penalty: 1034.491455
	Iteration 15Q: 3 clusters Score -5406046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5406051.000000 Penalty: 1034.491455
	Iteration 16Q: 3 clusters Score -5406051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5406054.500000 Penalty: 1034.491455
	Iteration 17Q: 3 clusters Score -5406054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5406050.000000 Penalty: 1034.491455
	Iteration 18Q: 3 clusters Score -5406050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5406050.000000 Penalty: 1034.491455
	Iteration 19F: 3 clusters Score -5406050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Entering Unmasked Estep 
Score: -5305967.500000 Penalty: 516.337952
	Iteration 0F: 2 clusters Score -5305968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5249248.000000 Penalty: 1032.675903
	Iteration 0F: 3 clusters Score -5249248 nChanged 41346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -5275259.000000 Penalty: 1032.675903
	Iteration 1F: 3 clusters Score -5275259 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5277878.500000 Penalty: 1032.675903
	Iteration 2F: 3 clusters Score -5277878 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5281966.000000 Penalty: 1032.675903
	Iteration 3F: 3 clusters Score -5281966 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5287367.000000 Penalty: 1032.675903
	Iteration 4F: 3 clusters Score -5287367 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -5292865.500000 Penalty: 1032.675903
	Iteration 5F: 3 clusters Score -5292866 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -5299478.000000 Penalty: 1032.675903
	Iteration 6Q: 3 clusters Score -5299478 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5302660.500000 Penalty: 1032.675903
	Iteration 7Q: 3 clusters Score -5302660 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5304094.500000 Penalty: 1032.675903
	Iteration 8Q: 3 clusters Score -5304094 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5304818.500000 Penalty: 1032.675903
	Iteration 9Q: 3 clusters Score -5304818 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5305185.500000 Penalty: 1032.675903
	Iteration 10Q: 3 clusters Score -5305186 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5305326.000000 Penalty: 1032.675903
	Iteration 11Q: 3 clusters Score -5305326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5305440.500000 Penalty: 1032.675903
	Iteration 12Q: 3 clusters Score -5305440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5305500.000000 Penalty: 1032.675903
	Iteration 13Q: 3 clusters Score -5305500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5305523.000000 Penalty: 1032.675903
	Iteration 14Q: 3 clusters Score -5305523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5305534.000000 Penalty: 1032.675903
	Iteration 15Q: 3 clusters Score -5305534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5305538.500000 Penalty: 1032.675903
	Iteration 16Q: 3 clusters Score -5305538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5305542.500000 Penalty: 1032.675903
	Iteration 17Q: 3 clusters Score -5305542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5305546.500000 Penalty: 1032.675903
	Iteration 18Q: 3 clusters Score -5305546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5305552.000000 Penalty: 1032.675903
	Iteration 19Q: 3 clusters Score -5305552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5305549.000000 Penalty: 1032.675903
	Iteration 20F: 3 clusters Score -5305549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5305550.000000 Penalty: 1032.675903
	Iteration 21Q: 3 clusters Score -5305550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5305549.000000 Penalty: 1032.675903
	Iteration 22Q: 3 clusters Score -5305549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5305548.500000 Penalty: 1032.675903
	Iteration 23Q: 3 clusters Score -5305548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5305554.500000 Penalty: 1032.675903
	Iteration 24Q: 3 clusters Score -5305554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84674 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5305551.000000 Penalty: 1032.675903
	Iteration 25Q: 3 clusters Score -5305551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5305550.500000 Penalty: 1032.675903
	Iteration 26Q: 3 clusters Score -5305550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5305548.000000 Penalty: 1032.675903
	Iteration 27Q: 3 clusters Score -5305548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5305547.500000 Penalty: 1032.675903
	Iteration 28Q: 3 clusters Score -5305548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5305547.500000 Penalty: 1032.675903
	Iteration 29F: 3 clusters Score -5305548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26614.060547 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26614.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26179.238281 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26179.24 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26326.335938 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26326.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26389.378906 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26389.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26439.560547 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -26439.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26477.818359 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26477.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26511.052734 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26511.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26544.802734 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26548.835938 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26548.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26550.556641 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26550.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26551.042969 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26551.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26552.972656 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26552.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26554.750000 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26554.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26555.292969 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26555.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26555.521484 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26555.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26555.521484 Penalty: 549.879639
	Iteration 14F: 3 clusters Score -26555.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -170220.015625 Penalty: 359.038544
	Iteration 0F: 2 clusters Score -170220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -168377.718750 Penalty: 718.077087
	Iteration 0F: 3 clusters Score -168377.7 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -169064.500000 Penalty: 718.077087
	Iteration 1F: 3 clusters Score -169064.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -169190.140625 Penalty: 718.077087
	Iteration 2F: 3 clusters Score -169190.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -169301.890625 Penalty: 718.077087
	Iteration 3F: 3 clusters Score -169301.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -169441.421875 Penalty: 718.077087
	Iteration 4F: 3 clusters Score -169441.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -169616.296875 Penalty: 718.077087
	Iteration 5F: 3 clusters Score -169616.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -169739.796875 Penalty: 718.077087
	Iteration 6F: 3 clusters Score -169739.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -169772.484375 Penalty: 718.077087
	Iteration 7Q: 3 clusters Score -169772.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -169790.640625 Penalty: 718.077087
	Iteration 8Q: 3 clusters Score -169790.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169799.531250 Penalty: 718.077087
	Iteration 9Q: 3 clusters Score -169799.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169802.718750 Penalty: 718.077087
	Iteration 10Q: 3 clusters Score -169802.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -169807.937500 Penalty: 718.077087
	Iteration 11Q: 3 clusters Score -169807.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169812.515625 Penalty: 718.077087
	Iteration 12Q: 3 clusters Score -169812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -169815.937500 Penalty: 718.077087
	Iteration 13Q: 3 clusters Score -169815.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -169819.750000 Penalty: 718.077087
	Iteration 14Q: 3 clusters Score -169819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -169824.390625 Penalty: 718.077087
	Iteration 15Q: 3 clusters Score -169824.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -169827.921875 Penalty: 718.077087
	Iteration 16Q: 3 clusters Score -169827.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -169832.421875 Penalty: 718.077087
	Iteration 17Q: 3 clusters Score -169832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169834.875000 Penalty: 718.077087
	Iteration 18Q: 3 clusters Score -169834.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -169836.703125 Penalty: 718.077087
	Iteration 19Q: 3 clusters Score -169836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -169837.343750 Penalty: 718.077087
	Iteration 20F: 3 clusters Score -169837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -169837.968750 Penalty: 718.077087
	Iteration 21Q: 3 clusters Score -169838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -169838.078125 Penalty: 718.077087
	Iteration 22Q: 3 clusters Score -169838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169838.234375 Penalty: 718.077087
	Iteration 23Q: 3 clusters Score -169838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169838.234375 Penalty: 718.077087
	Iteration 24F: 3 clusters Score -169838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Entering Unmasked Estep 
Score: -5575316.500000 Penalty: 518.676208
	Iteration 0F: 2 clusters Score -5575316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5517097.000000 Penalty: 1037.352417
	Iteration 0F: 3 clusters Score -5517097 nChanged 43537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5545458.500000 Penalty: 1037.352417
	Iteration 1F: 3 clusters Score -5545458 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -5547995.000000 Penalty: 1037.352417
	Iteration 2F: 3 clusters Score -5547995 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5552048.000000 Penalty: 1037.352417
	Iteration 3F: 3 clusters Score -5552048 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5557347.500000 Penalty: 1037.352417
	Iteration 4F: 3 clusters Score -5557348 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5561383.500000 Penalty: 1037.352417
	Iteration 5F: 3 clusters Score -5561384 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5563014.500000 Penalty: 1037.352417
	Iteration 6Q: 3 clusters Score -5563014 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -5563731.000000 Penalty: 1037.352417
	Iteration 7Q: 3 clusters Score -5563731 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -5564424.000000 Penalty: 1037.352417
	Iteration 8Q: 3 clusters Score -5564424 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5565247.500000 Penalty: 1037.352417
	Iteration 9Q: 3 clusters Score -5565248 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -5566159.500000 Penalty: 1037.352417
	Iteration 10Q: 3 clusters Score -5566160 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5566990.000000 Penalty: 1037.352417
	Iteration 11Q: 3 clusters Score -5566990 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5567783.500000 Penalty: 1037.352417
	Iteration 12Q: 3 clusters Score -5567784 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5568456.000000 Penalty: 1037.352417
	Iteration 13Q: 3 clusters Score -5568456 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5569111.000000 Penalty: 1037.352417
	Iteration 14Q: 3 clusters Score -5569111 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -5569635.500000 Penalty: 1037.352417
	Iteration 15Q: 3 clusters Score -5569636 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5569939.000000 Penalty: 1037.352417
	Iteration 16Q: 3 clusters Score -5569939 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5570228.500000 Penalty: 1037.352417
	Iteration 17Q: 3 clusters Score -5570228 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5570378.500000 Penalty: 1037.352417
	Iteration 18Q: 3 clusters Score -5570378 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5570285.500000 Penalty: 1037.352417
	Iteration 19Q: 3 clusters Score -5570286 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -5570744.500000 Penalty: 1037.352417
	Iteration 20F: 3 clusters Score -5570744 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -5570845.500000 Penalty: 1037.352417
	Iteration 21Q: 3 clusters Score -5570846 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -5570629.000000 Penalty: 1037.352417
	Iteration 22Q: 3 clusters Score -5570629 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -5570337.000000 Penalty: 1037.352417
	Iteration 23Q: 3 clusters Score -5570337 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -5570282.000000 Penalty: 1037.352417
	Iteration 24Q: 3 clusters Score -5570282 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -5570303.000000 Penalty: 1037.352417
	Iteration 25Q: 3 clusters Score -5570303 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -5570426.000000 Penalty: 1037.352417
	Iteration 26Q: 3 clusters Score -5570426 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -5570581.000000 Penalty: 1037.352417
	Iteration 27Q: 3 clusters Score -5570581 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -5570866.000000 Penalty: 1037.352417
	Iteration 28Q: 3 clusters Score -5570866 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -5571080.000000 Penalty: 1037.352417
	Iteration 29Q: 3 clusters Score -5571080 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -5571303.000000 Penalty: 1037.352417
	Iteration 30Q: 3 clusters Score -5571303 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -5571415.500000 Penalty: 1037.352417
	Iteration 31Q: 3 clusters Score -5571416 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -5572433.000000 Penalty: 1037.352417
	Iteration 32Q: 3 clusters Score -5572433 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -5573141.500000 Penalty: 1037.352417
	Iteration 33Q: 3 clusters Score -5573142 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -5573539.000000 Penalty: 1037.352417
	Iteration 34Q: 3 clusters Score -5573539 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -5573915.500000 Penalty: 1037.352417
	Iteration 35Q: 3 clusters Score -5573916 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -5574078.000000 Penalty: 1037.352417
	Iteration 36Q: 3 clusters Score -5574078 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -5574164.500000 Penalty: 1037.352417
	Iteration 37Q: 3 clusters Score -5574164 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -5574246.000000 Penalty: 1037.352417
	Iteration 38Q: 3 clusters Score -5574246 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -5574317.000000 Penalty: 1037.352417
	Iteration 39Q: 3 clusters Score -5574317 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -5574675.500000 Penalty: 1037.352417
	Iteration 40F: 3 clusters Score -5574676 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -5574919.500000 Penalty: 1037.352417
	Iteration 41Q: 3 clusters Score -5574920 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -5574988.000000 Penalty: 1037.352417
	Iteration 42Q: 3 clusters Score -5574988 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -5575066.500000 Penalty: 1037.352417
	Iteration 43Q: 3 clusters Score -5575066 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -5575099.000000 Penalty: 1037.352417
	Iteration 44Q: 3 clusters Score -5575099 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -5575090.500000 Penalty: 1037.352417
	Iteration 45Q: 3 clusters Score -5575090 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -5575084.000000 Penalty: 1037.352417
	Iteration 46Q: 3 clusters Score -5575084 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -5575085.000000 Penalty: 1037.352417
	Iteration 47Q: 3 clusters Score -5575085 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -5575085.500000 Penalty: 1037.352417
	Iteration 48Q: 3 clusters Score -5575086 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -5575078.000000 Penalty: 1037.352417
	Iteration 49Q: 3 clusters Score -5575078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -5575077.500000 Penalty: 1037.352417
	Iteration 50Q: 3 clusters Score -5575078 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -5575078.000000 Penalty: 1037.352417
	Iteration 51Q: 3 clusters Score -5575078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -5575059.500000 Penalty: 1037.352417
	Iteration 52Q: 3 clusters Score -5575060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -5575052.500000 Penalty: 1037.352417
	Iteration 53Q: 3 clusters Score -5575052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -5575039.500000 Penalty: 1037.352417
	Iteration 54Q: 3 clusters Score -5575040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -5575036.500000 Penalty: 1037.352417
	Iteration 55Q: 3 clusters Score -5575036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -5575024.500000 Penalty: 1037.352417
	Iteration 56Q: 3 clusters Score -5575024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -5575022.500000 Penalty: 1037.352417
	Iteration 57Q: 3 clusters Score -5575022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -5575014.500000 Penalty: 1037.352417
	Iteration 58Q: 3 clusters Score -5575014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -5575014.000000 Penalty: 1037.352417
	Iteration 59Q: 3 clusters Score -5575014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -5575006.500000 Penalty: 1037.352417
	Iteration 60F: 3 clusters Score -5575006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -5575009.500000 Penalty: 1037.352417
	Iteration 61Q: 3 clusters Score -5575010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -5575008.000000 Penalty: 1037.352417
	Iteration 62Q: 3 clusters Score -5575008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -5574999.000000 Penalty: 1037.352417
	Iteration 63Q: 3 clusters Score -5574999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -5575000.500000 Penalty: 1037.352417
	Iteration 64Q: 3 clusters Score -5575000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -5575000.500000 Penalty: 1037.352417
	Iteration 65Q: 3 clusters Score -5575000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -5575005.500000 Penalty: 1037.352417
	Iteration 66Q: 3 clusters Score -5575006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -5575004.500000 Penalty: 1037.352417
	Iteration 67Q: 3 clusters Score -5575004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -5575005.500000 Penalty: 1037.352417
	Iteration 68Q: 3 clusters Score -5575006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -5575011.000000 Penalty: 1037.352417
	Iteration 69Q: 3 clusters Score -5575011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -5575011.500000 Penalty: 1037.352417
	Iteration 70Q: 3 clusters Score -5575012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -5575014.500000 Penalty: 1037.352417
	Iteration 71Q: 3 clusters Score -5575014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -5575014.000000 Penalty: 1037.352417
	Iteration 72Q: 3 clusters Score -5575014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -5575013.500000 Penalty: 1037.352417
	Iteration 73Q: 3 clusters Score -5575014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -5575013.500000 Penalty: 1037.352417
	Iteration 74Q: 3 clusters Score -5575014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -5575013.000000 Penalty: 1037.352417
	Iteration 75Q: 3 clusters Score -5575013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -5575016.500000 Penalty: 1037.352417
	Iteration 76Q: 3 clusters Score -5575016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -5575016.500000 Penalty: 1037.352417
	Iteration 77F: 3 clusters Score -5575016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Entering Unmasked Estep 
Score: -2970882.750000 Penalty: 490.780579
	Iteration 0F: 2 clusters Score -2970883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2938549.750000 Penalty: 981.561157
	Iteration 0F: 3 clusters Score -2938550 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -2954019.500000 Penalty: 981.561157
	Iteration 1F: 3 clusters Score -2954020 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -2955966.250000 Penalty: 981.561157
	Iteration 2F: 3 clusters Score -2955966 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -2958869.250000 Penalty: 981.561157
	Iteration 3F: 3 clusters Score -2958869 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -2962343.500000 Penalty: 981.561157
	Iteration 4F: 3 clusters Score -2962344 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -2965106.750000 Penalty: 981.561157
	Iteration 5F: 3 clusters Score -2965107 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -2966429.500000 Penalty: 981.561157
	Iteration 6Q: 3 clusters Score -2966430 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -2966985.750000 Penalty: 981.561157
	Iteration 7Q: 3 clusters Score -2966986 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -2967308.500000 Penalty: 981.561157
	Iteration 8Q: 3 clusters Score -2967308 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -2967545.500000 Penalty: 981.561157
	Iteration 9Q: 3 clusters Score -2967546 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -2967783.250000 Penalty: 981.561157
	Iteration 10Q: 3 clusters Score -2967783 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -2967970.500000 Penalty: 981.561157
	Iteration 11Q: 3 clusters Score -2967970 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -2968130.000000 Penalty: 981.561157
	Iteration 12Q: 3 clusters Score -2968130 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -2968291.750000 Penalty: 981.561157
	Iteration 13Q: 3 clusters Score -2968292 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -2968416.750000 Penalty: 981.561157
	Iteration 14Q: 3 clusters Score -2968417 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -2968558.250000 Penalty: 981.561157
	Iteration 15Q: 3 clusters Score -2968558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -2968686.250000 Penalty: 981.561157
	Iteration 16Q: 3 clusters Score -2968686 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -2968808.000000 Penalty: 981.561157
	Iteration 17Q: 3 clusters Score -2968808 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -2968925.250000 Penalty: 981.561157
	Iteration 18Q: 3 clusters Score -2968925 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -2969032.000000 Penalty: 981.561157
	Iteration 19Q: 3 clusters Score -2969032 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -2969125.000000 Penalty: 981.561157
	Iteration 20F: 3 clusters Score -2969125 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -2969229.750000 Penalty: 981.561157
	Iteration 21Q: 3 clusters Score -2969230 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -2969329.250000 Penalty: 981.561157
	Iteration 22Q: 3 clusters Score -2969329 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -2969439.000000 Penalty: 981.561157
	Iteration 23Q: 3 clusters Score -2969439 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -2969530.000000 Penalty: 981.561157
	Iteration 24Q: 3 clusters Score -2969530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -2969626.750000 Penalty: 981.561157
	Iteration 25Q: 3 clusters Score -2969627 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -2969733.000000 Penalty: 981.561157
	Iteration 26Q: 3 clusters Score -2969733 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -2969843.750000 Penalty: 981.561157
	Iteration 27Q: 3 clusters Score -2969844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -2969907.500000 Penalty: 981.561157
	Iteration 28Q: 3 clusters Score -2969908 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -2969961.500000 Penalty: 981.561157
	Iteration 29Q: 3 clusters Score -2969962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -2970042.500000 Penalty: 981.561157
	Iteration 30Q: 3 clusters Score -2970042 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -2970109.750000 Penalty: 981.561157
	Iteration 31Q: 3 clusters Score -2970110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -2970171.250000 Penalty: 981.561157
	Iteration 32Q: 3 clusters Score -2970171 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -2970223.000000 Penalty: 981.561157
	Iteration 33Q: 3 clusters Score -2970223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -2970260.250000 Penalty: 981.561157
	Iteration 34Q: 3 clusters Score -2970260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -2970290.750000 Penalty: 981.561157
	Iteration 35Q: 3 clusters Score -2970291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -2970316.250000 Penalty: 981.561157
	Iteration 36Q: 3 clusters Score -2970316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -2970345.250000 Penalty: 981.561157
	Iteration 37Q: 3 clusters Score -2970345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -2970360.000000 Penalty: 981.561157
	Iteration 38Q: 3 clusters Score -2970360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -2970377.500000 Penalty: 981.561157
	Iteration 39Q: 3 clusters Score -2970378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -2970396.250000 Penalty: 981.561157
	Iteration 40F: 3 clusters Score -2970396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -2970410.000000 Penalty: 981.561157
	Iteration 41Q: 3 clusters Score -2970410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -2970413.250000 Penalty: 981.561157
	Iteration 42Q: 3 clusters Score -2970413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -2970422.500000 Penalty: 981.561157
	Iteration 43Q: 3 clusters Score -2970422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -2970428.500000 Penalty: 981.561157
	Iteration 44Q: 3 clusters Score -2970428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -2970436.000000 Penalty: 981.561157
	Iteration 45Q: 3 clusters Score -2970436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -2970435.750000 Penalty: 981.561157
	Iteration 46Q: 3 clusters Score -2970436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -2970433.500000 Penalty: 981.561157
	Iteration 47Q: 3 clusters Score -2970434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -2970430.750000 Penalty: 981.561157
	Iteration 48Q: 3 clusters Score -2970431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -2970437.750000 Penalty: 981.561157
	Iteration 49Q: 3 clusters Score -2970438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -2970441.000000 Penalty: 981.561157
	Iteration 50Q: 3 clusters Score -2970441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -2970448.000000 Penalty: 981.561157
	Iteration 51Q: 3 clusters Score -2970448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -2970457.250000 Penalty: 981.561157
	Iteration 52Q: 3 clusters Score -2970457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -2970460.250000 Penalty: 981.561157
	Iteration 53Q: 3 clusters Score -2970460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -2970465.750000 Penalty: 981.561157
	Iteration 54Q: 3 clusters Score -2970466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -2970466.500000 Penalty: 981.561157
	Iteration 55Q: 3 clusters Score -2970466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -2970471.250000 Penalty: 981.561157
	Iteration 56Q: 3 clusters Score -2970471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -2970471.500000 Penalty: 981.561157
	Iteration 57Q: 3 clusters Score -2970472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -2970480.750000 Penalty: 981.561157
	Iteration 58Q: 3 clusters Score -2970481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -2970481.750000 Penalty: 981.561157
	Iteration 59Q: 3 clusters Score -2970482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -2970484.750000 Penalty: 981.561157
	Iteration 60F: 3 clusters Score -2970485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -2970486.750000 Penalty: 981.561157
	Iteration 61Q: 3 clusters Score -2970487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -2970486.750000 Penalty: 981.561157
	Iteration 62F: 3 clusters Score -2970487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Entering Unmasked Estep 
Score: -887745.625000 Penalty: 433.751678
	Iteration 0F: 2 clusters Score -887745.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -878529.500000 Penalty: 867.503357
	Iteration 0F: 3 clusters Score -878529.5 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -882242.062500 Penalty: 867.503357
	Iteration 1F: 3 clusters Score -882242.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -882609.125000 Penalty: 867.503357
	Iteration 2F: 3 clusters Score -882609.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -883210.625000 Penalty: 867.503357
	Iteration 3F: 3 clusters Score -883210.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -884078.250000 Penalty: 867.503357
	Iteration 4F: 3 clusters Score -884078.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -885112.812500 Penalty: 867.503357
	Iteration 5F: 3 clusters Score -885112.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -885957.562500 Penalty: 867.503357
	Iteration 6F: 3 clusters Score -885957.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -886476.250000 Penalty: 867.503357
	Iteration 7Q: 3 clusters Score -886476.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -886790.125000 Penalty: 867.503357
	Iteration 8Q: 3 clusters Score -886790.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -886974.562500 Penalty: 867.503357
	Iteration 9Q: 3 clusters Score -886974.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -887089.500000 Penalty: 867.503357
	Iteration 10Q: 3 clusters Score -887089.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -887159.062500 Penalty: 867.503357
	Iteration 11Q: 3 clusters Score -887159.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -887217.625000 Penalty: 867.503357
	Iteration 12Q: 3 clusters Score -887217.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -887262.375000 Penalty: 867.503357
	Iteration 13Q: 3 clusters Score -887262.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -887286.812500 Penalty: 867.503357
	Iteration 14Q: 3 clusters Score -887286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -887306.500000 Penalty: 867.503357
	Iteration 15Q: 3 clusters Score -887306.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -887319.250000 Penalty: 867.503357
	Iteration 16Q: 3 clusters Score -887319.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -887326.250000 Penalty: 867.503357
	Iteration 17Q: 3 clusters Score -887326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -887333.125000 Penalty: 867.503357
	Iteration 18Q: 3 clusters Score -887333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -887337.125000 Penalty: 867.503357
	Iteration 19Q: 3 clusters Score -887337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -887340.000000 Penalty: 867.503357
	Iteration 20F: 3 clusters Score -887340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -887343.375000 Penalty: 867.503357
	Iteration 21Q: 3 clusters Score -887343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -887346.312500 Penalty: 867.503357
	Iteration 22Q: 3 clusters Score -887346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -887348.125000 Penalty: 867.503357
	Iteration 23Q: 3 clusters Score -887348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -887349.812500 Penalty: 867.503357
	Iteration 24Q: 3 clusters Score -887349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -887349.812500 Penalty: 867.503357
	Iteration 25F: 3 clusters Score -887349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -317680.531250 Penalty: 388.947845
	Iteration 0F: 2 clusters Score -317680.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -314207.187500 Penalty: 777.895691
	Iteration 0F: 3 clusters Score -314207.2 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -315609.937500 Penalty: 777.895691
	Iteration 1F: 3 clusters Score -315609.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -315878.625000 Penalty: 777.895691
	Iteration 2F: 3 clusters Score -315878.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -316239.437500 Penalty: 777.895691
	Iteration 3F: 3 clusters Score -316239.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -316634.531250 Penalty: 777.895691
	Iteration 4F: 3 clusters Score -316634.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -316905.218750 Penalty: 777.895691
	Iteration 5F: 3 clusters Score -316905.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -317037.781250 Penalty: 777.895691
	Iteration 6Q: 3 clusters Score -317037.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -317098.250000 Penalty: 777.895691
	Iteration 7Q: 3 clusters Score -317098.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -317146.593750 Penalty: 777.895691
	Iteration 8Q: 3 clusters Score -317146.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -317194.687500 Penalty: 777.895691
	Iteration 9Q: 3 clusters Score -317194.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -317235.562500 Penalty: 777.895691
	Iteration 10Q: 3 clusters Score -317235.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -317277.093750 Penalty: 777.895691
	Iteration 11Q: 3 clusters Score -317277.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -317327.250000 Penalty: 777.895691
	Iteration 12Q: 3 clusters Score -317327.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -317394.250000 Penalty: 777.895691
	Iteration 13Q: 3 clusters Score -317394.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -317470.781250 Penalty: 777.895691
	Iteration 14Q: 3 clusters Score -317470.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -317534.031250 Penalty: 777.895691
	Iteration 15Q: 3 clusters Score -317534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -317591.156250 Penalty: 777.895691
	Iteration 16Q: 3 clusters Score -317591.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -317633.656250 Penalty: 777.895691
	Iteration 17Q: 3 clusters Score -317633.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -317664.156250 Penalty: 777.895691
	Iteration 18Q: 3 clusters Score -317664.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -317686.656250 Penalty: 777.895691
	Iteration 19Q: 3 clusters Score -317686.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -317711.250000 Penalty: 777.895691
	Iteration 20F: 3 clusters Score -317711.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -317727.718750 Penalty: 777.895691
	Iteration 21Q: 3 clusters Score -317727.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -317743.031250 Penalty: 777.895691
	Iteration 22Q: 3 clusters Score -317743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -317757.468750 Penalty: 777.895691
	Iteration 23Q: 3 clusters Score -317757.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -317767.781250 Penalty: 777.895691
	Iteration 24Q: 3 clusters Score -317767.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -317773.187500 Penalty: 777.895691
	Iteration 25Q: 3 clusters Score -317773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -317779.437500 Penalty: 777.895691
	Iteration 26Q: 3 clusters Score -317779.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -317787.031250 Penalty: 777.895691
	Iteration 27Q: 3 clusters Score -317787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -317792.937500 Penalty: 777.895691
	Iteration 28Q: 3 clusters Score -317792.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -317801.750000 Penalty: 777.895691
	Iteration 29Q: 3 clusters Score -317801.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -317809.187500 Penalty: 777.895691
	Iteration 30Q: 3 clusters Score -317809.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -317817.468750 Penalty: 777.895691
	Iteration 31Q: 3 clusters Score -317817.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -317823.000000 Penalty: 777.895691
	Iteration 32Q: 3 clusters Score -317823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -317828.843750 Penalty: 777.895691
	Iteration 33Q: 3 clusters Score -317828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -317831.562500 Penalty: 777.895691
	Iteration 34Q: 3 clusters Score -317831.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -317833.593750 Penalty: 777.895691
	Iteration 35Q: 3 clusters Score -317833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -317834.187500 Penalty: 777.895691
	Iteration 36Q: 3 clusters Score -317834.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -317836.562500 Penalty: 777.895691
	Iteration 37Q: 3 clusters Score -317836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -317839.093750 Penalty: 777.895691
	Iteration 38Q: 3 clusters Score -317839.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -317843.531250 Penalty: 777.895691
	Iteration 39Q: 3 clusters Score -317843.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -317848.500000 Penalty: 777.895691
	Iteration 40F: 3 clusters Score -317848.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -317852.250000 Penalty: 777.895691
	Iteration 41Q: 3 clusters Score -317852.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -317857.812500 Penalty: 777.895691
	Iteration 42Q: 3 clusters Score -317857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -317863.093750 Penalty: 777.895691
	Iteration 43Q: 3 clusters Score -317863.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -317869.937500 Penalty: 777.895691
	Iteration 44Q: 3 clusters Score -317869.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -317874.843750 Penalty: 777.895691
	Iteration 45Q: 3 clusters Score -317874.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -317877.750000 Penalty: 777.895691
	Iteration 46Q: 3 clusters Score -317877.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -317880.906250 Penalty: 777.895691
	Iteration 47Q: 3 clusters Score -317880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -317884.500000 Penalty: 777.895691
	Iteration 48Q: 3 clusters Score -317884.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -317887.156250 Penalty: 777.895691
	Iteration 49Q: 3 clusters Score -317887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -317889.750000 Penalty: 777.895691
	Iteration 50Q: 3 clusters Score -317889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -317892.000000 Penalty: 777.895691
	Iteration 51Q: 3 clusters Score -317892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -317893.375000 Penalty: 777.895691
	Iteration 52Q: 3 clusters Score -317893.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317896.437500 Penalty: 777.895691
	Iteration 53Q: 3 clusters Score -317896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -317897.593750 Penalty: 777.895691
	Iteration 54Q: 3 clusters Score -317897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -317899.281250 Penalty: 777.895691
	Iteration 55Q: 3 clusters Score -317899.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -317900.281250 Penalty: 777.895691
	Iteration 56Q: 3 clusters Score -317900.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -317902.156250 Penalty: 777.895691
	Iteration 57Q: 3 clusters Score -317902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -317902.281250 Penalty: 777.895691
	Iteration 58Q: 3 clusters Score -317902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -317904.156250 Penalty: 777.895691
	Iteration 59Q: 3 clusters Score -317904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -317905.218750 Penalty: 777.895691
	Iteration 60F: 3 clusters Score -317905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -317905.343750 Penalty: 777.895691
	Iteration 61Q: 3 clusters Score -317905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -317905.843750 Penalty: 777.895691
	Iteration 62Q: 3 clusters Score -317905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -317905.718750 Penalty: 777.895691
	Iteration 63Q: 3 clusters Score -317905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -317905.906250 Penalty: 777.895691
	Iteration 64Q: 3 clusters Score -317905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -317906.343750 Penalty: 777.895691
	Iteration 65Q: 3 clusters Score -317906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -317906.062500 Penalty: 777.895691
	Iteration 66Q: 3 clusters Score -317906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -317906.656250 Penalty: 777.895691
	Iteration 67Q: 3 clusters Score -317906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -317906.000000 Penalty: 777.895691
	Iteration 68Q: 3 clusters Score -317906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -317906.812500 Penalty: 777.895691
	Iteration 69Q: 3 clusters Score -317906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -317907.000000 Penalty: 777.895691
	Iteration 70Q: 3 clusters Score -317907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -317907.906250 Penalty: 777.895691
	Iteration 71Q: 3 clusters Score -317907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -317909.343750 Penalty: 777.895691
	Iteration 72Q: 3 clusters Score -317909.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -317910.156250 Penalty: 777.895691
	Iteration 73Q: 3 clusters Score -317910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -317910.593750 Penalty: 777.895691
	Iteration 74Q: 3 clusters Score -317910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -317911.375000 Penalty: 777.895691
	Iteration 75Q: 3 clusters Score -317911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -317914.156250 Penalty: 777.895691
	Iteration 76Q: 3 clusters Score -317914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -317915.500000 Penalty: 777.895691
	Iteration 77Q: 3 clusters Score -317915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -317915.843750 Penalty: 777.895691
	Iteration 78Q: 3 clusters Score -317915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -317917.093750 Penalty: 777.895691
	Iteration 79Q: 3 clusters Score -317917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -317917.062500 Penalty: 777.895691
	Iteration 80F: 3 clusters Score -317917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -317917.500000 Penalty: 777.895691
	Iteration 81Q: 3 clusters Score -317917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -317918.093750 Penalty: 777.895691
	Iteration 82Q: 3 clusters Score -317918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -317918.375000 Penalty: 777.895691
	Iteration 83Q: 3 clusters Score -317918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317917.843750 Penalty: 777.895691
	Iteration 84Q: 3 clusters Score -317917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -317918.593750 Penalty: 777.895691
	Iteration 85Q: 3 clusters Score -317918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -317918.687500 Penalty: 777.895691
	Iteration 86Q: 3 clusters Score -317918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -317920.187500 Penalty: 777.895691
	Iteration 87Q: 3 clusters Score -317920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -317919.750000 Penalty: 777.895691
	Iteration 88Q: 3 clusters Score -317919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -317920.406250 Penalty: 777.895691
	Iteration 89Q: 3 clusters Score -317920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -317922.187500 Penalty: 777.895691
	Iteration 90Q: 3 clusters Score -317922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -317921.875000 Penalty: 777.895691
	Iteration 91Q: 3 clusters Score -317921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -317922.750000 Penalty: 777.895691
	Iteration 92Q: 3 clusters Score -317922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -317922.562500 Penalty: 777.895691
	Iteration 93Q: 3 clusters Score -317922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -317922.250000 Penalty: 777.895691
	Iteration 94Q: 3 clusters Score -317922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -317922.250000 Penalty: 777.895691
	Iteration 95F: 3 clusters Score -317922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
Score: -53293184.000000 Penalty: 37422.929688
Splitting cluster 20 changes total score from -53293160.000000 to -53293184.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 21 (91772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Entering Unmasked Estep 
Score: -5654409.000000 Penalty: 519.931396
	Iteration 0F: 2 clusters Score -5654409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -5593271.000000 Penalty: 1039.862793
	Iteration 0F: 3 clusters Score -5593271 nChanged 44737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -5620962.000000 Penalty: 1039.862793
	Iteration 1F: 3 clusters Score -5620962 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -5622477.500000 Penalty: 1039.862793
	Iteration 2Q: 3 clusters Score -5622478 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5625224.000000 Penalty: 1039.862793
	Iteration 3Q: 3 clusters Score -5625224 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -5629468.000000 Penalty: 1039.862793
	Iteration 4F: 3 clusters Score -5629468 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5635130.000000 Penalty: 1039.862793
	Iteration 5F: 3 clusters Score -5635130 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5639772.000000 Penalty: 1039.862793
	Iteration 6F: 3 clusters Score -5639772 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -5641910.500000 Penalty: 1039.862793
	Iteration 7F: 3 clusters Score -5641910 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5642728.000000 Penalty: 1039.862793
	Iteration 8Q: 3 clusters Score -5642728 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -5643271.500000 Penalty: 1039.862793
	Iteration 9Q: 3 clusters Score -5643272 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -5643814.500000 Penalty: 1039.862793
	Iteration 10Q: 3 clusters Score -5643814 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -5644437.500000 Penalty: 1039.862793
	Iteration 11Q: 3 clusters Score -5644438 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -5645184.000000 Penalty: 1039.862793
	Iteration 12Q: 3 clusters Score -5645184 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5645969.500000 Penalty: 1039.862793
	Iteration 13Q: 3 clusters Score -5645970 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -5646903.500000 Penalty: 1039.862793
	Iteration 14Q: 3 clusters Score -5646904 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -5647804.500000 Penalty: 1039.862793
	Iteration 15Q: 3 clusters Score -5647804 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -5648561.500000 Penalty: 1039.862793
	Iteration 16Q: 3 clusters Score -5648562 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -5649183.000000 Penalty: 1039.862793
	Iteration 17Q: 3 clusters Score -5649183 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -5649668.000000 Penalty: 1039.862793
	Iteration 18Q: 3 clusters Score -5649668 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5650045.000000 Penalty: 1039.862793
	Iteration 19Q: 3 clusters Score -5650045 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5650389.500000 Penalty: 1039.862793
	Iteration 20F: 3 clusters Score -5650390 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -5650658.500000 Penalty: 1039.862793
	Iteration 21Q: 3 clusters Score -5650658 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5650880.500000 Penalty: 1039.862793
	Iteration 22Q: 3 clusters Score -5650880 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5651088.500000 Penalty: 1039.862793
	Iteration 23Q: 3 clusters Score -5651088 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5651247.000000 Penalty: 1039.862793
	Iteration 24Q: 3 clusters Score -5651247 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5651414.000000 Penalty: 1039.862793
	Iteration 25Q: 3 clusters Score -5651414 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5651617.000000 Penalty: 1039.862793
	Iteration 26Q: 3 clusters Score -5651617 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -5651777.500000 Penalty: 1039.862793
	Iteration 27Q: 3 clusters Score -5651778 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5651952.500000 Penalty: 1039.862793
	Iteration 28Q: 3 clusters Score -5651952 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5652104.000000 Penalty: 1039.862793
	Iteration 29Q: 3 clusters Score -5652104 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5652257.000000 Penalty: 1039.862793
	Iteration 30Q: 3 clusters Score -5652257 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5652388.000000 Penalty: 1039.862793
	Iteration 31Q: 3 clusters Score -5652388 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5652596.000000 Penalty: 1039.862793
	Iteration 32Q: 3 clusters Score -5652596 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -5652770.000000 Penalty: 1039.862793
	Iteration 33Q: 3 clusters Score -5652770 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -5652929.500000 Penalty: 1039.862793
	Iteration 34Q: 3 clusters Score -5652930 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5653078.500000 Penalty: 1039.862793
	Iteration 35Q: 3 clusters Score -5653078 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5653208.000000 Penalty: 1039.862793
	Iteration 36Q: 3 clusters Score -5653208 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -5653331.500000 Penalty: 1039.862793
	Iteration 37Q: 3 clusters Score -5653332 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5653452 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5653595 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5653703.500000 Penalty: 1039.862793
	Iteration 40F: 3 clusters Score -5653704 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5653808 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5653949 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -5654016.000000 Penalty: 1039.862793
	Iteration 43Q: 3 clusters Score -5654016 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -5654115.000000 Penalty: 1039.862793
	Iteration 44Q: 3 clusters Score -5654115 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5654184 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5654290 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5654382.000000 Penalty: 1039.862793
	Iteration 47Q: 3 clusters Score -5654382 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5654446.500000 Penalty: 1039.862793
	Iteration 48Q: 3 clusters Score -5654446 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -5654490.500000 Penalty: 1039.862793
	Iteration 49Q: 3 clusters Score -5654490 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5654530.000000 Penalty: 1039.862793
	Iteration 50Q: 3 clusters Score -5654530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5654534.500000 Penalty: 1039.862793
	Iteration 51Q: 3 clusters Score -5654534 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5654553.500000 Penalty: 1039.862793
	Iteration 52Q: 3 clusters Score -5654554 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5654579.500000 Penalty: 1039.862793
	Iteration 53Q: 3 clusters Score -5654580 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5654560 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5654558 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5654543.500000 Penalty: 1039.862793
	Iteration 56Q: 3 clusters Score -5654544 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5654541.000000 Penalty: 1039.862793
	Iteration 57Q: 3 clusters Score -5654541 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5654532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5654524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5654520.000000 Penalty: 1039.862793
	Iteration 60F: 3 clusters Score -5654520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5654515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5654524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5654504.500000 Penalty: 1039.862793
	Iteration 63Q: 3 clusters Score -5654504 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5654496.500000 Penalty: 1039.862793
	Iteration 64Q: 3 clusters Score -5654496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5654498 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5654498 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5654478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5654458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5654449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5654428.000000 Penalty: 1039.862793
	Iteration 70Q: 3 clusters Score -5654428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5654419.000000 Penalty: 1039.862793
	Iteration 71Q: 3 clusters Score -5654419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5654429.000000 Penalty: 1039.862793
	Iteration 72Q: 3 clusters Score -5654429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5654413.500000 Penalty: 1039.862793
	Iteration 73Q: 3 clusters Score -5654414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5654407.500000 Penalty: 1039.862793
	Iteration 74Q: 3 clusters Score -5654408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5654406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5654399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5654400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5654409.000000 Penalty: 1039.862793
	Iteration 78Q: 3 clusters Score -5654409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5654402.000000 Penalty: 1039.862793
	Iteration 79Q: 3 clusters Score -5654402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5654408.000000 Penalty: 1039.862793
	Iteration 80F: 3 clusters Score -5654408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5654410.000000 Penalty: 1039.862793
	Iteration 81Q: 3 clusters Score -5654410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5654406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5654401.000000 Penalty: 1039.862793
	Iteration 83Q: 3 clusters Score -5654401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5654394.000000 Penalty: 1039.862793
	Iteration 84Q: 3 clusters Score -5654394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5654388.000000 Penalty: 1039.862793
	Iteration 85Q: 3 clusters Score -5654388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5654377.500000 Penalty: 1039.862793
	Iteration 86Q: 3 clusters Score -5654378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5654378 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5654383.500000 Penalty: 1039.862793
	Iteration 88Q: 3 clusters Score -5654384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5654392.000000 Penalty: 1039.862793
	Iteration 89Q: 3 clusters Score -5654392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5654402.500000 Penalty: 1039.862793
	Iteration 90Q: 3 clusters Score -5654402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5654391.500000 Penalty: 1039.862793
	Iteration 91Q: 3 clusters Score -5654392 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5654388 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5654376.500000 Penalty: 1039.862793
	Iteration 93Q: 3 clusters Score -5654376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5654364.500000 Penalty: 1039.862793
	Iteration 94Q: 3 clusters Score -5654364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5654361.000000 Penalty: 1039.862793
	Iteration 95Q: 3 clusters Score -5654361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5654363.000000 Penalty: 1039.862793
	Iteration 96Q: 3 clusters Score -5654363 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5654360.000000 Penalty: 1039.862793
	Iteration 97Q: 3 clusters Score -5654360 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5654352.000000 Penalty: 1039.862793
	Iteration 98Q: 3 clusters Score -5654352 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5654345.000000 Penalty: 1039.862793
	Iteration 99Q: 3 clusters Score -5654345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5654342.500000 Penalty: 1039.862793
	Iteration 100F: 3 clusters Score -5654342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5654339.000000 Penalty: 1039.862793
	Iteration 101Q: 3 clusters Score -5654339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5654340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5654326.000000 Penalty: 1039.862793
	Iteration 103Q: 3 clusters Score -5654326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5654322.000000 Penalty: 1039.862793
	Iteration 104Q: 3 clusters Score -5654322 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5654313.500000 Penalty: 1039.862793
	Iteration 105Q: 3 clusters Score -5654314 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5654310.500000 Penalty: 1039.862793
	Iteration 106Q: 3 clusters Score -5654310 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5654316.000000 Penalty: 1039.862793
	Iteration 107Q: 3 clusters Score -5654316 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5654320.000000 Penalty: 1039.862793
	Iteration 108Q: 3 clusters Score -5654320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5654315.500000 Penalty: 1039.862793
	Iteration 109Q: 3 clusters Score -5654316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5654304.500000 Penalty: 1039.862793
	Iteration 110Q: 3 clusters Score -5654304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5654313.000000 Penalty: 1039.862793
	Iteration 111Q: 3 clusters Score -5654313 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5654314.500000 Penalty: 1039.862793
	Iteration 112Q: 3 clusters Score -5654314 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5654309.500000 Penalty: 1039.862793
	Iteration 113Q: 3 clusters Score -5654310 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5654309 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5654307.500000 Penalty: 1039.862793
	Iteration 115Q: 3 clusters Score -5654308 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5654304.000000 Penalty: 1039.862793
	Iteration 116Q: 3 clusters Score -5654304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5654305.000000 Penalty: 1039.862793
	Iteration 117Q: 3 clusters Score -5654305 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5654295.000000 Penalty: 1039.862793
	Iteration 118Q: 3 clusters Score -5654295 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5654297.500000 Penalty: 1039.862793
	Iteration 119Q: 3 clusters Score -5654298 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5654294 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5654298 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5654300.000000 Penalty: 1039.862793
	Iteration 122Q: 3 clusters Score -5654300 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5654304 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5654300 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5654297 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90768 members 
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Entering Unmasked Estep 
Score: -5654292.500000 Penalty: 1039.862793
	Iteration 126Q: 3 clusters Score -5654292 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5654290.000000 Penalty: 1039.862793
	Iteration 127Q: 3 clusters Score -5654290 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5654290 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5654293 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5654289.000000 Penalty: 1039.862793
	Iteration 130Q: 3 clusters Score -5654289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5654285.500000 Penalty: 1039.862793
	Iteration 131Q: 3 clusters Score -5654286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5654285.500000 Penalty: 1039.862793
	Iteration 132F: 3 clusters Score -5654286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -32709.738281 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -32709.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32247.658203 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -32247.66 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32358.619141 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -32358.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32399.835938 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -32399.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32414.273438 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -32414.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32421.341797 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -32421.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32423.474609 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -32423.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32423.957031 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -32423.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32424.861328 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -32424.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32424.914062 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -32424.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32424.914062 Penalty: 555.129028
	Iteration 9F: 3 clusters Score -32424.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -13368.969727 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -13368.97 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 138 members 
Entering Unmasked Estep 
Score: -13058.733398 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -13058.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13171.947266 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -13171.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13221.931641 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -13221.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13267.307617 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -13267.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13298.924805 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -13298.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13338.605469 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -13338.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13382.918945 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -13382.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13390.928711 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -13390.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13397.187500 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -13397.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13420.063477 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -13420.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13437.653320 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -13437.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13440.154297 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -13440.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13442.781250 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -13442.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13442.781250 Penalty: 504.611145
	Iteration 13F: 3 clusters Score -13442.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 151 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 105 members 
Entering Unmasked Estep 
Score: -53292888.000000 Penalty: 38046.648438
Splitting cluster 23 changes total score from -53293160.000000 to -53292888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 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 142 members 
Entering Unmasked Estep 
Score: -18075.703125 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18075.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18172.595703 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18172.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18199.888672 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18199.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18223.576172 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -18223.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18245.558594 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18245.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18253.468750 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18253.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18257.445312 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18257.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18264.478516 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18264.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18286.179688 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18286.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18294.050781 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18294.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18295.074219 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18295.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18296.498047 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18296.498047 Penalty: 513.413574
	Iteration 12F: 3 clusters Score -18296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -47952.519531 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -47952.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47301.753906 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -47301.75 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47612.320312 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -47612.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47711.949219 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -47711.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47761.277344 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -47761.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47786.500000 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -47786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -47795.296875 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -47795.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47806.117188 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -47806.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47811.039062 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -47811.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47813.152344 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -47813.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47815.175781 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -47815.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47816.386719 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -47816.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -47817.511719 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -47817.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47818.121094 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -47818.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47821.800781 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -47821.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47826.453125 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -47826.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47830.683594 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -47830.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47836.390625 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -47836.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47841.136719 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -47841.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -47846.714844 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -47846.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47851.300781 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -47851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47852.468750 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -47852.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47854.390625 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -47854.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47854.367188 Penalty: 609.990112
	Iteration 22Q: 3 clusters Score -47854.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47854.367188 Penalty: 609.990112
	Iteration 23F: 3 clusters Score -47854.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -120020.093750 Penalty: 343.218933
	Iteration 0F: 2 clusters Score -120020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -118681.179688 Penalty: 686.437866
	Iteration 0F: 3 clusters Score -118681.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -119181.117188 Penalty: 686.437866
	Iteration 1F: 3 clusters Score -119181.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -119298.500000 Penalty: 686.437866
	Iteration 2F: 3 clusters Score -119298.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -119434.937500 Penalty: 686.437866
	Iteration 3F: 3 clusters Score -119434.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -119550.820312 Penalty: 686.437866
	Iteration 4F: 3 clusters Score -119550.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -119613.726562 Penalty: 686.437866
	Iteration 5Q: 3 clusters Score -119613.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -119653.523438 Penalty: 686.437866
	Iteration 6Q: 3 clusters Score -119653.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -119680.984375 Penalty: 686.437866
	Iteration 7Q: 3 clusters Score -119681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -119700.859375 Penalty: 686.437866
	Iteration 8Q: 3 clusters Score -119700.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -119715.218750 Penalty: 686.437866
	Iteration 9Q: 3 clusters Score -119715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -119728.765625 Penalty: 686.437866
	Iteration 10Q: 3 clusters Score -119728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -119735.765625 Penalty: 686.437866
	Iteration 11Q: 3 clusters Score -119735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -119738.726562 Penalty: 686.437866
	Iteration 12Q: 3 clusters Score -119738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -119740.914062 Penalty: 686.437866
	Iteration 13Q: 3 clusters Score -119740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -119742.656250 Penalty: 686.437866
	Iteration 14Q: 3 clusters Score -119742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -119743.093750 Penalty: 686.437866
	Iteration 15Q: 3 clusters Score -119743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -119743.093750 Penalty: 686.437866
	Iteration 16F: 3 clusters Score -119743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 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 71 members 
Entering Unmasked Estep 
Score: -7830.079102 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7830.079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7894.108398 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7894.108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7939.744629 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7939.745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7961.933105 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7961.933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7966.124512 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7966.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7967.335449 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7967.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7967.335449 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -7967.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 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 58 members 
Entering Unmasked Estep 
Score: -6777.699219 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6777.699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6837.477051 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6837.477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6881.793457 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6881.793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6902.291504 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -6902.292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6913.577637 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6913.578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6916.167480 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6916.167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6929.050293 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -6929.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6949.840332 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -6949.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6992.382812 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -6992.383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7075.109375 Penalty: 432.576691
	Iteration 9Q: 3 clusters Score -7075.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7094.820312 Penalty: 432.576691
	Iteration 10Q: 3 clusters Score -7094.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7098.269531 Penalty: 432.576691
	Iteration 11Q: 3 clusters Score -7098.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7106.476562 Penalty: 432.576691
	Iteration 12Q: 3 clusters Score -7106.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7106.947266 Penalty: 432.576691
	Iteration 13F: 3 clusters Score -7106.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7159.961426 Penalty: 432.576691
	Iteration 14Q: 3 clusters Score -7159.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7161.789062 Penalty: 432.576691
	Iteration 15Q: 3 clusters Score -7161.789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7161.789062 Penalty: 432.576691
	Iteration 16F: 3 clusters Score -7161.789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 34 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 406 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 82 members 
Entering Unmasked Estep 
Score: -53292940.000000 Penalty: 38046.648438
Splitting cluster 28 changes total score from -53293160.000000 to -53292940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -98173.226562 Penalty: 335.999756
	Iteration 0F: 2 clusters Score -98173.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -96959.937500 Penalty: 671.999512
	Iteration 0F: 3 clusters Score -96959.94 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -97327.468750 Penalty: 671.999512
	Iteration 1F: 3 clusters Score -97327.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -97418.695312 Penalty: 671.999512
	Iteration 2F: 3 clusters Score -97418.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -97520.867188 Penalty: 671.999512
	Iteration 3F: 3 clusters Score -97520.87 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97623.203125 Penalty: 671.999512
	Iteration 4F: 3 clusters Score -97623.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -97712.757812 Penalty: 671.999512
	Iteration 5F: 3 clusters Score -97712.76 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97794.125000 Penalty: 671.999512
	Iteration 6F: 3 clusters Score -97794.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97864.890625 Penalty: 671.999512
	Iteration 7F: 3 clusters Score -97864.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97913.843750 Penalty: 671.999512
	Iteration 8Q: 3 clusters Score -97913.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97951.882812 Penalty: 671.999512
	Iteration 9Q: 3 clusters Score -97951.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97971.007812 Penalty: 671.999512
	Iteration 10Q: 3 clusters Score -97971.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97989.375000 Penalty: 671.999512
	Iteration 11Q: 3 clusters Score -97989.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98001.078125 Penalty: 671.999512
	Iteration 12Q: 3 clusters Score -98001.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98015.289062 Penalty: 671.999512
	Iteration 13Q: 3 clusters Score -98015.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98022.570312 Penalty: 671.999512
	Iteration 14Q: 3 clusters Score -98022.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98028.453125 Penalty: 671.999512
	Iteration 15Q: 3 clusters Score -98028.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98035.703125 Penalty: 671.999512
	Iteration 16Q: 3 clusters Score -98035.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98039.820312 Penalty: 671.999512
	Iteration 17Q: 3 clusters Score -98039.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98041.507812 Penalty: 671.999512
	Iteration 18Q: 3 clusters Score -98041.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98042.515625 Penalty: 671.999512
	Iteration 19Q: 3 clusters Score -98042.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -98043.015625 Penalty: 671.999512
	Iteration 20F: 3 clusters Score -98043.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98042.906250 Penalty: 671.999512
	Iteration 21Q: 3 clusters Score -98042.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -98042.906250 Penalty: 671.999512
	Iteration 22F: 3 clusters Score -98042.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19488.388672 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19488.39 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 166 members 
Entering Unmasked Estep 
Score: -19124.464844 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19124.46 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19240.884766 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19240.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19274.910156 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19274.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19297.289062 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -19297.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19308.179688 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19308.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19315.638672 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19315.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19319.148438 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19319.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19321.320312 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19321.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19329.390625 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19329.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19346.660156 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19346.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19359.791016 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19359.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19371.691406 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -19371.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19377.771484 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -19377.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19381.697266 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -19381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19383.208984 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -19383.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19385.042969 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -19385.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19391.410156 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -19391.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19393.740234 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -19393.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19396.007812 Penalty: 524.632385
	Iteration 18Q: 3 clusters Score -19396.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19398.470703 Penalty: 524.632385
	Iteration 19Q: 3 clusters Score -19398.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19398.470703 Penalty: 524.632385
	Iteration 20F: 3 clusters Score -19398.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -6642.560547 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -6642.561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6432.250977 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -6432.251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6470.061523 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -6470.062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6472.343750 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -6472.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6472.343750 Penalty: 422.639587
	Iteration 3F: 3 clusters Score -6472.344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -21881.390625 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -21881.39 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 208 members 
Entering Unmasked Estep 
Score: -21520.892578 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21520.89 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21877.871094 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21877.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21988.750000 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -21988.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22026.183594 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -22026.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22050.853516 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22050.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22117.222656 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22117.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22268.763672 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22268.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22342.181641 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22342.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22379.972656 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22379.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22390.132812 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22390.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22399.234375 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22399.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22406.939453 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22406.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22432.710938 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22432.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22441.093750 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -22441.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22441.093750 Penalty: 546.578186
	Iteration 14F: 3 clusters Score -22441.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Entering Unmasked Estep 
Score: -53293400.000000 Penalty: 38046.648438
Splitting cluster 32 changes total score from -53293160.000000 to -53293400.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31978.349609 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -31978.35 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32100.283203 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32100.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32157.132812 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32157.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32175.867188 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -32175.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32184.685547 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32184.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32195.869141 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32195.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32208.896484 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32219.644531 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32219.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32221.861328 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32221.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32223.398438 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32223.921875 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32223.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32224.658203 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -32224.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32224.658203 Penalty: 563.318665
	Iteration 12F: 3 clusters Score -32224.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -66549.539062 Penalty: 317.762451
	Iteration 0F: 2 clusters Score -66549.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65715.914062 Penalty: 635.524902
	Iteration 0F: 3 clusters Score -65715.91 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66042.695312 Penalty: 635.524902
	Iteration 1F: 3 clusters Score -66042.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -66093.265625 Penalty: 635.524902
	Iteration 2F: 3 clusters Score -66093.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66119.281250 Penalty: 635.524902
	Iteration 3Q: 3 clusters Score -66119.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66136.515625 Penalty: 635.524902
	Iteration 4Q: 3 clusters Score -66136.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66149.343750 Penalty: 635.524902
	Iteration 5Q: 3 clusters Score -66149.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66163.671875 Penalty: 635.524902
	Iteration 6Q: 3 clusters Score -66163.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66175.406250 Penalty: 635.524902
	Iteration 7Q: 3 clusters Score -66175.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66187.859375 Penalty: 635.524902
	Iteration 8Q: 3 clusters Score -66187.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66197.515625 Penalty: 635.524902
	Iteration 9Q: 3 clusters Score -66197.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -66208.484375 Penalty: 635.524902
	Iteration 10Q: 3 clusters Score -66208.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -66222.460938 Penalty: 635.524902
	Iteration 11Q: 3 clusters Score -66222.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -66237.468750 Penalty: 635.524902
	Iteration 12Q: 3 clusters Score -66237.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66246.460938 Penalty: 635.524902
	Iteration 13Q: 3 clusters Score -66246.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -66257.289062 Penalty: 635.524902
	Iteration 14Q: 3 clusters Score -66257.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -66266.968750 Penalty: 635.524902
	Iteration 15Q: 3 clusters Score -66266.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66278.250000 Penalty: 635.524902
	Iteration 16Q: 3 clusters Score -66278.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -66288.937500 Penalty: 635.524902
	Iteration 17Q: 3 clusters Score -66288.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -66298.617188 Penalty: 635.524902
	Iteration 18Q: 3 clusters Score -66298.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -66305.312500 Penalty: 635.524902
	Iteration 19Q: 3 clusters Score -66305.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -66309.062500 Penalty: 635.524902
	Iteration 20F: 3 clusters Score -66309.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -66312.437500 Penalty: 635.524902
	Iteration 21Q: 3 clusters Score -66312.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -66316.937500 Penalty: 635.524902
	Iteration 22Q: 3 clusters Score -66316.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -66321.718750 Penalty: 635.524902
	Iteration 23Q: 3 clusters Score -66321.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66328.304688 Penalty: 635.524902
	Iteration 24Q: 3 clusters Score -66328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66333.109375 Penalty: 635.524902
	Iteration 25Q: 3 clusters Score -66333.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -66336.695312 Penalty: 635.524902
	Iteration 26Q: 3 clusters Score -66336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -66345.843750 Penalty: 635.524902
	Iteration 27Q: 3 clusters Score -66345.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -66349.273438 Penalty: 635.524902
	Iteration 28Q: 3 clusters Score -66349.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66352.039062 Penalty: 635.524902
	Iteration 29Q: 3 clusters Score -66352.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -66354.421875 Penalty: 635.524902
	Iteration 30Q: 3 clusters Score -66354.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -66355.257812 Penalty: 635.524902
	Iteration 31Q: 3 clusters Score -66355.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -66356.812500 Penalty: 635.524902
	Iteration 32Q: 3 clusters Score -66356.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -66360.031250 Penalty: 635.524902
	Iteration 33Q: 3 clusters Score -66360.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -66364.546875 Penalty: 635.524902
	Iteration 34Q: 3 clusters Score -66364.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -66370.984375 Penalty: 635.524902
	Iteration 35Q: 3 clusters Score -66370.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -66373.203125 Penalty: 635.524902
	Iteration 36Q: 3 clusters Score -66373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -66375.085938 Penalty: 635.524902
	Iteration 37Q: 3 clusters Score -66375.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -66375.843750 Penalty: 635.524902
	Iteration 38Q: 3 clusters Score -66375.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -66376.601562 Penalty: 635.524902
	Iteration 39Q: 3 clusters Score -66376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -66377.601562 Penalty: 635.524902
	Iteration 40F: 3 clusters Score -66377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -66380.187500 Penalty: 635.524902
	Iteration 41Q: 3 clusters Score -66380.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -66381.414062 Penalty: 635.524902
	Iteration 42Q: 3 clusters Score -66381.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -66381.359375 Penalty: 635.524902
	Iteration 43Q: 3 clusters Score -66381.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -66382.000000 Penalty: 635.524902
	Iteration 44Q: 3 clusters Score -66382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -66382.507812 Penalty: 635.524902
	Iteration 45Q: 3 clusters Score -66382.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -66383.664062 Penalty: 635.524902
	Iteration 46Q: 3 clusters Score -66383.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -66387.851562 Penalty: 635.524902
	Iteration 47Q: 3 clusters Score -66387.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -66396.875000 Penalty: 635.524902
	Iteration 48Q: 3 clusters Score -66396.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -66398.734375 Penalty: 635.524902
	Iteration 49Q: 3 clusters Score -66398.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -66399.632812 Penalty: 635.524902
	Iteration 50Q: 3 clusters Score -66399.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -66399.843750 Penalty: 635.524902
	Iteration 51Q: 3 clusters Score -66399.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -66399.843750 Penalty: 635.524902
	Iteration 52F: 3 clusters Score -66399.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -10183.406250 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -10183.41 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 123 members 
Entering Unmasked Estep 
Score: -9882.858398 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -9882.858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9981.666992 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -9981.667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10023.984375 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -10023.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10051.275391 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -10051.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10067.049805 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -10067.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10073.369141 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -10073.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10076.962891 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -10076.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10080.261719 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -10080.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10083.404297 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -10083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10083.404297 Penalty: 494.468689
	Iteration 9F: 3 clusters Score -10083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -45313.878906 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -45313.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44699.894531 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -44699.89 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44899.691406 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -44899.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -44987.453125 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -44987.45 nChanged 54
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: -45050.562500 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -45050.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45105.367188 Penalty: 599.216003
	Iteration 4F: 3 clusters Score -45105.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45143.785156 Penalty: 599.216003
	Iteration 5F: 3 clusters Score -45143.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -45179.835938 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -45179.84 nChanged 16
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: -45199.152344 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -45199.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -45214.058594 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -45214.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -45242.847656 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -45242.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -45264.339844 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -45264.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45270.828125 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -45270.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45273.203125 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -45273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -45273.667969 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -45273.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -45273.824219 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -45273.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -45274.683594 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -45274.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -45276.195312 Penalty: 599.216003
	Iteration 16Q: 3 clusters Score -45276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45276.546875 Penalty: 599.216003
	Iteration 17Q: 3 clusters Score -45276.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45276.546875 Penalty: 599.216003
	Iteration 18F: 3 clusters Score -45276.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6975.439453 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6975.439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6768.345215 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6768.345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6851.485352 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6851.485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6869.633789 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6869.634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6873.208008 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6873.208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6877.944824 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6877.945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6877.944824 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6877.945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -12617.001953 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -12617 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: -12326.783203 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12326.78 nChanged 56
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: -12393.305664 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12393.31 nChanged 17
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: -12422.683594 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12422.68 nChanged 10
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: -12449.760742 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -12449.76 nChanged 13
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: -12466.169922 Penalty: 485.715973
	Iteration 4F: 3 clusters Score -12466.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12470.331055 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -12470.33 nChanged 2
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: -12471.509766 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -12471.51 nChanged 1
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: -12473.000977 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -12473 nChanged 2
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: -12475.992188 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -12475.99 nChanged 0
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: -12475.992188 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -12475.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -193181.765625 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -193181.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -191088.218750 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -191088.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -191995.781250 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -191995.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -192204.453125 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -192204.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -192392.468750 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -192392.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -192528.500000 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -192528.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -192642.625000 Penalty: 730.232727
	Iteration 5F: 3 clusters Score -192642.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -192766.671875 Penalty: 730.232727
	Iteration 6Q: 3 clusters Score -192766.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -192844.609375 Penalty: 730.232727
	Iteration 7Q: 3 clusters Score -192844.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -192889.546875 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -192889.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -192926.671875 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -192926.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -192968.281250 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -192968.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -193038.609375 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -193038.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -193120.296875 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -193120.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -193176.156250 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -193176.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -193239.015625 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -193239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -193336.656250 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -193336.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -193457.953125 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -193458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -193503.140625 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -193503.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -193520.609375 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -193520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -193529.953125 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -193530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -193536.218750 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -193536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -193538.234375 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -193538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -193538.000000 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -193538.000000 Penalty: 730.232727
	Iteration 23F: 3 clusters Score -193538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Entering Unmasked Estep 
Score: -53293488.000000 Penalty: 38670.363281
Splitting cluster 39 changes total score from -53293160.000000 to -53293488.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 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 364 members 
Entering Unmasked Estep 
Score: -45274.191406 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45274.19 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45507.894531 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45507.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45609.300781 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45609.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45704.730469 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -45704.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45780.593750 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -45780.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45811.457031 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -45811.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45835.046875 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -45835.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45838.843750 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -45838.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45841.789062 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -45841.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45843.281250 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -45843.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45843.968750 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -45843.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45844.328125 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -45844.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45844.582031 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -45844.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45844.582031 Penalty: 602.547913
	Iteration 13F: 3 clusters Score -45844.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43826.773438 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43826.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43190.757812 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -43190.76 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43460.113281 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -43460.11 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43624.292969 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -43624.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43713.585938 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43713.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43779.796875 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -43779.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43807.824219 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43807.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43815.890625 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43815.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43825.449219 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43825.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43831.593750 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43831.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43834.207031 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43834.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43835.433594 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43835.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43835.863281 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43835.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43836.468750 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43836.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43836.886719 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43836.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43836.886719 Penalty: 598.458740
	Iteration 14F: 3 clusters Score -43836.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Entering Unmasked Estep 
Score: -53293168.000000 Penalty: 39294.078125
Splitting cluster 41 changes total score from -53293160.000000 to -53293168.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 42 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -11949.367188 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -11949.37 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 75 members 
Entering Unmasked Estep 
Score: -11701.133789 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -11701.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11836.333984 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -11836.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -11868.385742 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -11868.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -11878.969727 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -11878.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -11884.420898 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -11884.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -11884.420898 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -11884.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -15550.215820 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -15550.22 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 221 members 
Entering Unmasked Estep 
Score: -15170.889648 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -15170.89 nChanged 157
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: -15402.422852 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -15402.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15499.849609 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -15499.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15536.974609 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -15536.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15549.331055 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -15549.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15552.708008 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -15552.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -15554.792969 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -15554.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15555.906250 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -15555.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15555.906250 Penalty: 555.536194
	Iteration 8F: 3 clusters Score -15555.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 145 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 303 members 
Entering Unmasked Estep 
Score: -53292792.000000 Penalty: 39917.792969
Splitting cluster 43 changes total score from -53293160.000000 to -53292792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -20321.759766 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -20321.76 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 164 members 
Entering Unmasked Estep 
Score: -19946.759766 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -19946.76 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20126.179688 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -20126.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20197.371094 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -20197.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20241.945312 Penalty: 530.434082
	Iteration 3F: 3 clusters Score -20241.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20266.666016 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -20266.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20280.396484 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -20280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20295.078125 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -20295.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20297.125000 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -20297.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20300.925781 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -20300.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20305.601562 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -20305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20310.130859 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -20310.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20317.072266 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -20317.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20323.521484 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -20323.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20329.855469 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -20329.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20333.183594 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -20333.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20337.656250 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -20337.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20340.283203 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -20340.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20344.552734 Penalty: 530.434082
	Iteration 17Q: 3 clusters Score -20344.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20346.890625 Penalty: 530.434082
	Iteration 18Q: 3 clusters Score -20346.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20348.472656 Penalty: 530.434082
	Iteration 19Q: 3 clusters Score -20348.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20350.240234 Penalty: 530.434082
	Iteration 20F: 3 clusters Score -20350.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 178 members 
Entering Unmasked Estep 
Score: -53292840.000000 Penalty: 39917.792969
Splitting cluster 44 changes total score from -53293160.000000 to -53292840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -122059.226562 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -122059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -120600.898438 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -120600.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -121100.531250 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -121100.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121178.093750 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -121178.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121247.023438 Penalty: 690.168091
	Iteration 3F: 3 clusters Score -121247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -121309.656250 Penalty: 690.168091
	Iteration 4F: 3 clusters Score -121309.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -121374.859375 Penalty: 690.168091
	Iteration 5Q: 3 clusters Score -121374.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -121461.500000 Penalty: 690.168091
	Iteration 6Q: 3 clusters Score -121461.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121530.234375 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -121530.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121568.046875 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -121568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121588.679688 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -121588.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -121603.695312 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -121603.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121621.421875 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -121621.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121632.789062 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -121632.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121643.015625 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -121643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121648.046875 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -121648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -121651.671875 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -121651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -121654.953125 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -121655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121656.429688 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -121656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121657.304688 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -121657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121657.453125 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -121657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121657.945312 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -121657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121658.687500 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -121658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121660.796875 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -121660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -121662.046875 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -121662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -121662.484375 Penalty: 690.168091
	Iteration 24Q: 3 clusters Score -121662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121664.140625 Penalty: 690.168091
	Iteration 25Q: 3 clusters Score -121664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121665.375000 Penalty: 690.168091
	Iteration 26Q: 3 clusters Score -121665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -121666.546875 Penalty: 690.168091
	Iteration 27Q: 3 clusters Score -121666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121667.632812 Penalty: 690.168091
	Iteration 28Q: 3 clusters Score -121667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -121669.187500 Penalty: 690.168091
	Iteration 29Q: 3 clusters Score -121669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -121669.992188 Penalty: 690.168091
	Iteration 30Q: 3 clusters Score -121670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121670.257812 Penalty: 690.168091
	Iteration 31Q: 3 clusters Score -121670.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121670.257812 Penalty: 690.168091
	Iteration 32F: 3 clusters Score -121670.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -16142.822266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -16142.82 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 148 members 
Entering Unmasked Estep 
Score: -15797.048828 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -15797.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15942.472656 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -15942.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16097.857422 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -16097.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16176.067383 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -16176.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16203.680664 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -16203.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16233.588867 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -16233.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16258.947266 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -16258.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16277.528320 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -16277.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16288.940430 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -16288.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16297.933594 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -16297.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16323.316406 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -16323.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16329.775391 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -16329.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16330.306641 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -16330.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16332.530273 Penalty: 515.012878
	Iteration 13Q: 3 clusters Score -16332.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16341.855469 Penalty: 515.012878
	Iteration 14Q: 3 clusters Score -16341.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16349.390625 Penalty: 515.012878
	Iteration 15Q: 3 clusters Score -16349.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16368.019531 Penalty: 515.012878
	Iteration 16Q: 3 clusters Score -16368.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16371.670898 Penalty: 515.012878
	Iteration 17Q: 3 clusters Score -16371.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16371.670898 Penalty: 515.012878
	Iteration 18F: 3 clusters Score -16371.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 108 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 179 members 
Entering Unmasked Estep 
Score: -53293024.000000 Penalty: 39917.792969
Splitting cluster 46 changes total score from -53293160.000000 to -53293024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -92319.656250 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -92319.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91272.671875 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -91272.67 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -91716.437500 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -91716.44 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -91846.757812 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -91846.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -91954.007812 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -91954.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -92026.078125 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -92026.08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -92074.195312 Penalty: 661.661743
	Iteration 5Q: 3 clusters Score -92074.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -92104.078125 Penalty: 661.661743
	Iteration 6Q: 3 clusters Score -92104.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -92118.328125 Penalty: 661.661743
	Iteration 7Q: 3 clusters Score -92118.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -92132.218750 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -92132.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -92141.906250 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -92141.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -92149.078125 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -92149.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -92157.343750 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -92157.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92163.679688 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -92163.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -92167.101562 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -92167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -92171.578125 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -92171.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -92177.195312 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -92177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -92180.992188 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -92180.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -92184.679688 Penalty: 661.661743
	Iteration 17Q: 3 clusters Score -92184.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -92189.398438 Penalty: 661.661743
	Iteration 18Q: 3 clusters Score -92189.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -92200.046875 Penalty: 661.661743
	Iteration 19Q: 3 clusters Score -92200.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92209.523438 Penalty: 661.661743
	Iteration 20F: 3 clusters Score -92209.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -92218.953125 Penalty: 661.661743
	Iteration 21Q: 3 clusters Score -92218.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -92225.546875 Penalty: 661.661743
	Iteration 22Q: 3 clusters Score -92225.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92230.125000 Penalty: 661.661743
	Iteration 23Q: 3 clusters Score -92230.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -92233.101562 Penalty: 661.661743
	Iteration 24Q: 3 clusters Score -92233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -92236.632812 Penalty: 661.661743
	Iteration 25Q: 3 clusters Score -92236.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -92237.914062 Penalty: 661.661743
	Iteration 26Q: 3 clusters Score -92237.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92242.375000 Penalty: 661.661743
	Iteration 27Q: 3 clusters Score -92242.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92248.578125 Penalty: 661.661743
	Iteration 28Q: 3 clusters Score -92248.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92254.601562 Penalty: 661.661743
	Iteration 29Q: 3 clusters Score -92254.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92267.882812 Penalty: 661.661743
	Iteration 30Q: 3 clusters Score -92267.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92279.039062 Penalty: 661.661743
	Iteration 31Q: 3 clusters Score -92279.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92286.140625 Penalty: 661.661743
	Iteration 32Q: 3 clusters Score -92286.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92292.773438 Penalty: 661.661743
	Iteration 33Q: 3 clusters Score -92292.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -92298.109375 Penalty: 661.661743
	Iteration 34Q: 3 clusters Score -92298.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92304.648438 Penalty: 661.661743
	Iteration 35Q: 3 clusters Score -92304.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92309.046875 Penalty: 661.661743
	Iteration 36Q: 3 clusters Score -92309.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92310.804688 Penalty: 661.661743
	Iteration 37Q: 3 clusters Score -92310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92313.515625 Penalty: 661.661743
	Iteration 38Q: 3 clusters Score -92313.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92322.914062 Penalty: 661.661743
	Iteration 39Q: 3 clusters Score -92322.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92329.304688 Penalty: 661.661743
	Iteration 40F: 3 clusters Score -92329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92334.312500 Penalty: 661.661743
	Iteration 41Q: 3 clusters Score -92334.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92337.515625 Penalty: 661.661743
	Iteration 42Q: 3 clusters Score -92337.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92338.460938 Penalty: 661.661743
	Iteration 43Q: 3 clusters Score -92338.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92339.539062 Penalty: 661.661743
	Iteration 44Q: 3 clusters Score -92339.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92339.937500 Penalty: 661.661743
	Iteration 45Q: 3 clusters Score -92339.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92340.304688 Penalty: 661.661743
	Iteration 46Q: 3 clusters Score -92340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92340.304688 Penalty: 661.661743
	Iteration 47F: 3 clusters Score -92340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 952 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 486 members 
Entering Unmasked Estep 
Score: -53292848.000000 Penalty: 39917.792969
Splitting cluster 47 changes total score from -53293160.000000 to -53292848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -335684.093750 Penalty: 391.786102
	Iteration 0F: 2 clusters Score -335684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -331931.937500 Penalty: 783.572205
	Iteration 0F: 3 clusters Score -331931.9 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -333338.968750 Penalty: 783.572205
	Iteration 1F: 3 clusters Score -333339 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -333574.656250 Penalty: 783.572205
	Iteration 2F: 3 clusters Score -333574.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -333875.593750 Penalty: 783.572205
	Iteration 3F: 3 clusters Score -333875.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -334259.500000 Penalty: 783.572205
	Iteration 4F: 3 clusters Score -334259.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -334686.781250 Penalty: 783.572205
	Iteration 5F: 3 clusters Score -334686.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -335042.812500 Penalty: 783.572205
	Iteration 6F: 3 clusters Score -335042.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -335215.437500 Penalty: 783.572205
	Iteration 7Q: 3 clusters Score -335215.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -335293.625000 Penalty: 783.572205
	Iteration 8Q: 3 clusters Score -335293.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -335325.437500 Penalty: 783.572205
	Iteration 9Q: 3 clusters Score -335325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -335332.781250 Penalty: 783.572205
	Iteration 10Q: 3 clusters Score -335332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -335346.531250 Penalty: 783.572205
	Iteration 11Q: 3 clusters Score -335346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -335350.437500 Penalty: 783.572205
	Iteration 12Q: 3 clusters Score -335350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -335357.812500 Penalty: 783.572205
	Iteration 13Q: 3 clusters Score -335357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -335362.406250 Penalty: 783.572205
	Iteration 14Q: 3 clusters Score -335362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -335362.406250 Penalty: 783.572205
	Iteration 15F: 3 clusters Score -335362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 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 63 members 
Entering Unmasked Estep 
Score: -7560.052246 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7560.052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7607.690430 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7607.69 nChanged 13
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: -7623.516602 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -7623.517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7630.470215 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7630.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7638.136230 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7638.136 nChanged 4
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: -7646.736328 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7646.736 nChanged 2
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: -7647.537598 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7647.538 nChanged 0
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: -7647.537598 Penalty: 452.882751
	Iteration 7F: 3 clusters Score -7647.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 80 members 
Entering Unmasked Estep 
Score: -9581.275391 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9581.275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9718.153320 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9718.153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9805.307617 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9805.308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9864.920898 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -9864.921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9877.511719 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -9877.512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9885.597656 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9885.598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9897.965820 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9897.966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9907.923828 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -9907.924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9930.882812 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -9930.883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9952.309570 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -9952.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9957.709961 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -9957.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9964.365234 Penalty: 466.280701
	Iteration 11Q: 3 clusters Score -9964.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9991.245117 Penalty: 466.280701
	Iteration 12Q: 3 clusters Score -9991.245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9999.889648 Penalty: 466.280701
	Iteration 13Q: 3 clusters Score -9999.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10003.467773 Penalty: 466.280701
	Iteration 14Q: 3 clusters Score -10003.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10004.685547 Penalty: 466.280701
	Iteration 15Q: 3 clusters Score -10004.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10008.211914 Penalty: 466.280701
	Iteration 16Q: 3 clusters Score -10008.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10008.211914 Penalty: 466.280701
	Iteration 17F: 3 clusters Score -10008.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 95 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 73 members 
Entering Unmasked Estep 
Score: -53292980.000000 Penalty: 39917.792969
Splitting cluster 50 changes total score from -53293160.000000 to -53292980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9191.981 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 85 members 
Entering Unmasked Estep 
Score: -8944.925781 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8944.926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9028.728516 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -9028.729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -9050.879883 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -9050.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8608.919922 Penalty: 237.031616
	Iteration 3Q: 2 clusters Score -8608.92 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9191.981445 Penalty: 237.031616
	Iteration 4F: 2 clusters Score -9191.981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -16536.861328 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -16536.86 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 125 members 
Entering Unmasked Estep 
Score: -16197.972656 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -16197.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16291.556641 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -16291.56 nChanged 20
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: -16316.958008 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -16316.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16330.042969 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -16330.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16340.338867 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -16340.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16356.404297 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -16356.4 nChanged 9
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: -16373.649414 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -16373.65 nChanged 7
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: -16387.125000 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -16387.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16400.119141 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -16400.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16403.716797 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -16403.72 nChanged 3
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: -16407.833984 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -16407.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16409.353516 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -16409.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16409.353516 Penalty: 507.066010
	Iteration 12F: 3 clusters Score -16409.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -18703.335938 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -18703.34 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 195 members 
Entering Unmasked Estep 
Score: -18298.164062 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -18298.16 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18514.791016 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -18514.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18640.033203 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -18640.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18675.826172 Penalty: 541.033264
	Iteration 3Q: 3 clusters Score -18675.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18703.501953 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -18703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18729.859375 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -18729.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18761.240234 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -18761.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18781.824219 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -18781.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18806.410156 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -18806.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18836.468750 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -18836.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18858.072266 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -18858.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18881.603516 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -18881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18915.927734 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -18915.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18928.408203 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -18928.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18939.154297 Penalty: 541.033264
	Iteration 14Q: 3 clusters Score -18939.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18947.287109 Penalty: 541.033264
	Iteration 15Q: 3 clusters Score -18947.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18954.324219 Penalty: 541.033264
	Iteration 16Q: 3 clusters Score -18954.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18964.439453 Penalty: 541.033264
	Iteration 17Q: 3 clusters Score -18964.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18970.017578 Penalty: 541.033264
	Iteration 18Q: 3 clusters Score -18970.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18977.621094 Penalty: 541.033264
	Iteration 19Q: 3 clusters Score -18977.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18978.800781 Penalty: 541.033264
	Iteration 20F: 3 clusters Score -18978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18979.851562 Penalty: 541.033264
	Iteration 21Q: 3 clusters Score -18979.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18981.701172 Penalty: 541.033264
	Iteration 22Q: 3 clusters Score -18981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18981.701172 Penalty: 541.033264
	Iteration 23F: 3 clusters Score -18981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 242 members 
Entering Unmasked Estep 
Score: -53293192.000000 Penalty: 39917.792969
Splitting cluster 53 changes total score from -53293160.000000 to -53293192.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 54 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92853.015625 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92853.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -91759.335938 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -91759.34 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -92268.234375 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -92268.23 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -92417.078125 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -92417.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92490.070312 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -92490.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -92574.679688 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -92574.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -92693.054688 Penalty: 665.077393
	Iteration 5F: 3 clusters Score -92693.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -92780.476562 Penalty: 665.077393
	Iteration 6F: 3 clusters Score -92780.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -92854.078125 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -92854.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92898.257812 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -92898.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -92923.359375 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -92923.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92938.156250 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -92938.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92947.390625 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -92947.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -92962.289062 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -92962.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -92979.828125 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -92979.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92991.625000 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -92991.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93005.484375 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -93005.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -93015.507812 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -93015.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -93021.109375 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -93021.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -93026.648438 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -93026.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -93030.914062 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -93030.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -93031.289062 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -93031.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93031.210938 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -93031.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93031.210938 Penalty: 665.077393
	Iteration 22F: 3 clusters Score -93031.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 521 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 242 members 
Mstep: Class 65 contains 972 members 
Entering Unmasked Estep 
Score: -53293152.000000 Penalty: 40541.507812
Splitting cluster 54 changes total score from -53293160.000000 to -53293152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8048.023926 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8048.024 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 89 members 
Entering Unmasked Estep 
Score: -7828.398438 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7828.398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7902.072266 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7902.072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7934.680176 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7934.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7943.198242 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7943.198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7949.305664 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7949.306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7951.973633 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7951.974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7956.289551 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7956.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7956.289551 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -7956.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -21989.845703 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -21989.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21594.660156 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -21594.66 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21711.958984 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -21711.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21737.511719 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -21737.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21749.894531 Penalty: 538.128784
	Iteration 3Q: 3 clusters Score -21749.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21760.179688 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -21760.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21766.046875 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -21766.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21770.384766 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -21770.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21775.925781 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -21775.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21784.509766 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -21784.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21792.933594 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -21792.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21797.277344 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -21797.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21799.113281 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -21799.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21801.199219 Penalty: 538.128784
	Iteration 12Q: 3 clusters Score -21801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21804.902344 Penalty: 538.128784
	Iteration 13Q: 3 clusters Score -21804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21807.351562 Penalty: 538.128784
	Iteration 14Q: 3 clusters Score -21807.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21810.199219 Penalty: 538.128784
	Iteration 15Q: 3 clusters Score -21810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21811.330078 Penalty: 538.128784
	Iteration 16Q: 3 clusters Score -21811.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21812.398438 Penalty: 538.128784
	Iteration 17Q: 3 clusters Score -21812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21813.476562 Penalty: 538.128784
	Iteration 18Q: 3 clusters Score -21813.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21814.048828 Penalty: 538.128784
	Iteration 19Q: 3 clusters Score -21814.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21814.212891 Penalty: 538.128784
	Iteration 20F: 3 clusters Score -21814.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -32974.164062 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -32974.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32468.308594 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -32468.31 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32598.195312 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -32598.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32633.943359 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -32633.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32663.009766 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -32663.01 nChanged 20
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: -32684.121094 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -32684.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32698.683594 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32698.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32711.417969 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32711.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32718.853516 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32718.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32727.542969 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32727.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32737.710938 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32737.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32750.923828 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32750.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32760.019531 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -32760.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32772.390625 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -32772.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32802.285156 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -32802.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32832.253906 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -32832.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32846.527344 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -32846.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32867.179688 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -32867.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32884.625000 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -32884.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32894.894531 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -32894.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32910.007812 Penalty: 569.098450
	Iteration 19Q: 3 clusters Score -32910.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32919.972656 Penalty: 569.098450
	Iteration 20F: 3 clusters Score -32919.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32930.000000 Penalty: 569.098450
	Iteration 21Q: 3 clusters Score -32930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32938.085938 Penalty: 569.098450
	Iteration 22Q: 3 clusters Score -32938.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32946.343750 Penalty: 569.098450
	Iteration 23Q: 3 clusters Score -32946.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32951.113281 Penalty: 569.098450
	Iteration 24Q: 3 clusters Score -32951.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32951.492188 Penalty: 569.098450
	Iteration 25Q: 3 clusters Score -32951.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32951.492188 Penalty: 569.098450
	Iteration 26F: 3 clusters Score -32951.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -14890.679688 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14890.68 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 130 members 
Entering Unmasked Estep 
Score: -14668.326172 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -14668.33 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15026.570312 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -15026.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -15080.675781 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -15080.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -15098.015625 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -15098.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -15113.605469 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -15113.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -15116.383789 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -15116.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -15116.383789 Penalty: 511.785614
	Iteration 6F: 3 clusters Score -15116.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 235 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 242 members 
Mstep: Class 65 contains 42 members 
Entering Unmasked Estep 
Score: -53293028.000000 Penalty: 40541.507812
Splitting cluster 59 changes total score from -53293160.000000 to -53293028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50437.894531 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50437.89 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50657.246094 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50657.25 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50749.046875 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50749.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50785.761719 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50785.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50812.035156 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -50812.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50845.632812 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50845.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50886.277344 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50886.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50922.695312 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50922.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50960.148438 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50960.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50990.429688 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -50990.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -51014.742188 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -51014.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -51060.187500 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -51060.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51089.796875 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -51089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51098.402344 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -51098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -51101.621094 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -51101.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -51102.359375 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -51102.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -51102.359375 Penalty: 605.762085
	Iteration 16F: 3 clusters Score -51102.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100962 members 
Mstep: Class 6 contains 81047 members 
Mstep: Class 7 contains 81087 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83519 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 88346 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 86512 members 
Mstep: Class 14 contains 84803 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 48358 members 
Mstep: Class 19 contains 13808 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 91772 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1611 members 
Mstep: Class 30 contains 319 members 
Mstep: Class 31 contains 104 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 448 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1967 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5490 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 263 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1493 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293432.000000 Penalty: 39917.792969
Iteration 439Q: 65 clusters Score -5.329343e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100973 members 
Mstep: Class 6 contains 81027 members 
Mstep: Class 7 contains 80981 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83536 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 88276 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 86482 members 
Mstep: Class 14 contains 84730 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 89182 members 
Mstep: Class 18 contains 48415 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 91901 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 1877 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 219 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 229 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1023 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 495 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 1965 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5474 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1488 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 375 members 
Mstep: Class 57 contains 522 members 
Mstep: Class 58 contains 904 members 
Mstep: Class 59 contains 271 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1992 members 
Mstep: Class 63 contains 222 members 
Mstep: Class 64 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293780.000000 Penalty: 39917.792969
Iteration 440F: 65 clusters Score -5.329378e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 391 members 
Mstep: Class 3 contains 1157 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100969 members 
Mstep: Class 6 contains 80991 members 
Mstep: Class 7 contains 80929 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83514 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 88196 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 86450 members 
Mstep: Class 14 contains 84691 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 2622 members 
Mstep: Class 17 contains 89103 members 
Mstep: Class 18 contains 48453 members 
Mstep: Class 19 contains 14106 members 
Mstep: Class 20 contains 4408 members 
Mstep: Class 21 contains 92019 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 816 members 
Mstep: Class 26 contains 1880 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1616 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 223 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1102 members 
Mstep: Class 35 contains 225 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1023 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 492 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 439 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 1962 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5468 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 262 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1486 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 372 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 909 members 
Mstep: Class 59 contains 268 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 2000 members 
Mstep: Class 63 contains 230 members 
Mstep: Class 64 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294060.000000 Penalty: 39917.792969
Iteration 441Q: 65 clusters Score -5.329406e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100967 members 
Mstep: Class 6 contains 80975 members 
Mstep: Class 7 contains 80897 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83490 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 88143 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 86425 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 88990 members 
Mstep: Class 18 contains 48487 members 
Mstep: Class 19 contains 14253 members 
Mstep: Class 20 contains 4453 members 
Mstep: Class 21 contains 92141 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 827 members 
Mstep: Class 26 contains 1885 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 434 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 1956 members 
Mstep: Class 46 contains 287 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5448 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 262 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1487 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 913 members 
Mstep: Class 59 contains 269 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1981 members 
Mstep: Class 63 contains 237 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294472.000000 Penalty: 39917.792969
Iteration 442Q: 65 clusters Score -5.329447e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100949 members 
Mstep: Class 6 contains 80935 members 
Mstep: Class 7 contains 80910 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83453 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 88074 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 86415 members 
Mstep: Class 14 contains 84680 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 88867 members 
Mstep: Class 18 contains 48531 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 4513 members 
Mstep: Class 21 contains 92224 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1621 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 235 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1147 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 1958 members 
Mstep: Class 46 contains 286 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5438 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 259 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1486 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 372 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 913 members 
Mstep: Class 59 contains 268 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1952 members 
Mstep: Class 63 contains 238 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294748.000000 Penalty: 39917.792969
Iteration 443Q: 65 clusters Score -5.329475e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100930 members 
Mstep: Class 6 contains 80946 members 
Mstep: Class 7 contains 80887 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83373 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 88037 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 86410 members 
Mstep: Class 14 contains 84693 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 88772 members 
Mstep: Class 18 contains 48557 members 
Mstep: Class 19 contains 14530 members 
Mstep: Class 20 contains 4555 members 
Mstep: Class 21 contains 92304 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 237 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1173 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1012 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 1955 members 
Mstep: Class 46 contains 284 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5420 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 910 members 
Mstep: Class 59 contains 267 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1926 members 
Mstep: Class 63 contains 245 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295016.000000 Penalty: 39917.792969
Iteration 444Q: 65 clusters Score -5.329502e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 100902 members 
Mstep: Class 6 contains 80946 members 
Mstep: Class 7 contains 80932 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83314 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 87981 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 86392 members 
Mstep: Class 14 contains 84759 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 88655 members 
Mstep: Class 18 contains 48591 members 
Mstep: Class 19 contains 14618 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 92372 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 1895 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1194 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 1957 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5393 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1484 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 908 members 
Mstep: Class 59 contains 264 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1908 members 
Mstep: Class 63 contains 249 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294944.000000 Penalty: 39917.792969
Iteration 445Q: 65 clusters Score -5.329494e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 100866 members 
Mstep: Class 6 contains 80945 members 
Mstep: Class 7 contains 80995 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83289 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87954 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 86352 members 
Mstep: Class 14 contains 84753 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 88593 members 
Mstep: Class 18 contains 48596 members 
Mstep: Class 19 contains 14721 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 92440 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1203 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 1957 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5367 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 907 members 
Mstep: Class 59 contains 263 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1899 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295328.000000 Penalty: 39917.792969
Iteration 446Q: 65 clusters Score -5.329533e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 100810 members 
Mstep: Class 6 contains 80950 members 
Mstep: Class 7 contains 81022 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83259 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87938 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 86336 members 
Mstep: Class 14 contains 84750 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 88567 members 
Mstep: Class 18 contains 48605 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 92498 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1622 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1213 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 333 members 
Mstep: Class 45 contains 1955 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5339 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 904 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1894 members 
Mstep: Class 63 contains 261 members 
Mstep: Class 64 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295316.000000 Penalty: 39917.792969
Iteration 447Q: 65 clusters Score -5.329532e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100774 members 
Mstep: Class 6 contains 80945 members 
Mstep: Class 7 contains 81016 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83245 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87933 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 86292 members 
Mstep: Class 14 contains 84734 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 88611 members 
Mstep: Class 18 contains 48620 members 
Mstep: Class 19 contains 14906 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 92516 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1619 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1218 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 332 members 
Mstep: Class 45 contains 1952 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5319 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 903 members 
Mstep: Class 59 contains 260 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1891 members 
Mstep: Class 63 contains 263 members 
Mstep: Class 64 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295532.000000 Penalty: 39917.792969
Iteration 448Q: 65 clusters Score -5.329553e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100747 members 
Mstep: Class 6 contains 80908 members 
Mstep: Class 7 contains 81008 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83258 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87947 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 86280 members 
Mstep: Class 14 contains 84708 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2409 members 
Mstep: Class 17 contains 88630 members 
Mstep: Class 18 contains 48632 members 
Mstep: Class 19 contains 14982 members 
Mstep: Class 20 contains 4595 members 
Mstep: Class 21 contains 92522 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 834 members 
Mstep: Class 26 contains 1914 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1214 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 333 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5293 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 519 members 
Mstep: Class 58 contains 900 members 
Mstep: Class 59 contains 258 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1892 members 
Mstep: Class 63 contains 271 members 
Mstep: Class 64 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295724.000000 Penalty: 39917.792969
Iteration 449Q: 65 clusters Score -5.329572e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100718 members 
Mstep: Class 6 contains 80893 members 
Mstep: Class 7 contains 80992 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83301 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87939 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 86275 members 
Mstep: Class 14 contains 84662 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 88613 members 
Mstep: Class 18 contains 48689 members 
Mstep: Class 19 contains 15054 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 92529 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1212 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 461 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 332 members 
Mstep: Class 45 contains 1943 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5263 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 371 members 
Mstep: Class 57 contains 519 members 
Mstep: Class 58 contains 898 members 
Mstep: Class 59 contains 256 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1896 members 
Mstep: Class 63 contains 276 members 
Mstep: Class 64 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295740.000000 Penalty: 39917.792969
Iteration 450Q: 65 clusters Score -5.329574e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100704 members 
Mstep: Class 6 contains 80871 members 
Mstep: Class 7 contains 80977 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83333 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87900 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 86267 members 
Mstep: Class 14 contains 84666 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 88592 members 
Mstep: Class 18 contains 48740 members 
Mstep: Class 19 contains 15139 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 92543 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1209 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 459 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 332 members 
Mstep: Class 45 contains 1934 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5225 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 372 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 900 members 
Mstep: Class 59 contains 255 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1900 members 
Mstep: Class 63 contains 277 members 
Mstep: Class 64 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295764.000000 Penalty: 39917.792969
Iteration 451Q: 65 clusters Score -5.329576e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100677 members 
Mstep: Class 6 contains 80842 members 
Mstep: Class 7 contains 80955 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83308 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87871 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 86304 members 
Mstep: Class 14 contains 84666 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 88573 members 
Mstep: Class 18 contains 48792 members 
Mstep: Class 19 contains 15228 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 92571 members 
Mstep: Class 22 contains 446 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1616 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1206 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 331 members 
Mstep: Class 45 contains 1926 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5197 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 373 members 
Mstep: Class 57 contains 520 members 
Mstep: Class 58 contains 897 members 
Mstep: Class 59 contains 254 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1903 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296016.000000 Penalty: 39917.792969
Iteration 452Q: 65 clusters Score -5.329602e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100669 members 
Mstep: Class 6 contains 80807 members 
Mstep: Class 7 contains 80944 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 83262 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87844 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 86321 members 
Mstep: Class 14 contains 84630 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 48836 members 
Mstep: Class 19 contains 15326 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 92611 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1613 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1203 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 333 members 
Mstep: Class 45 contains 1921 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5161 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 892 members 
Mstep: Class 59 contains 253 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1904 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296144.000000 Penalty: 39917.792969
Iteration 453Q: 65 clusters Score -5.329614e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100655 members 
Mstep: Class 6 contains 80753 members 
Mstep: Class 7 contains 80942 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83238 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87802 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 86344 members 
Mstep: Class 14 contains 84591 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 88615 members 
Mstep: Class 18 contains 48879 members 
Mstep: Class 19 contains 15393 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 92662 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 139 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1916 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 890 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296160.000000 Penalty: 39917.792969
Iteration 454Q: 65 clusters Score -5.329616e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100638 members 
Mstep: Class 6 contains 80701 members 
Mstep: Class 7 contains 80935 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83218 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87748 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 86359 members 
Mstep: Class 14 contains 84547 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2334 members 
Mstep: Class 17 contains 88657 members 
Mstep: Class 18 contains 48906 members 
Mstep: Class 19 contains 15492 members 
Mstep: Class 20 contains 4565 members 
Mstep: Class 21 contains 92722 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1943 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1607 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1916 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5101 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 890 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296168.000000 Penalty: 39917.792969
Iteration 455Q: 65 clusters Score -5.329617e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100636 members 
Mstep: Class 6 contains 80638 members 
Mstep: Class 7 contains 80898 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83237 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87714 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 86407 members 
Mstep: Class 14 contains 84521 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 88647 members 
Mstep: Class 18 contains 48935 members 
Mstep: Class 19 contains 15582 members 
Mstep: Class 20 contains 4551 members 
Mstep: Class 21 contains 92760 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1601 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1914 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5072 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 892 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296428.000000 Penalty: 39917.792969
Iteration 456Q: 65 clusters Score -5.329643e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100634 members 
Mstep: Class 6 contains 80581 members 
Mstep: Class 7 contains 80897 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83236 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87685 members 
Mstep: Class 12 contains 1559 members 
Mstep: Class 13 contains 86448 members 
Mstep: Class 14 contains 84493 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2306 members 
Mstep: Class 17 contains 88632 members 
Mstep: Class 18 contains 48960 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 4534 members 
Mstep: Class 21 contains 92794 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1911 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5046 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 888 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296396.000000 Penalty: 39917.792969
Iteration 457Q: 65 clusters Score -5.32964e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100645 members 
Mstep: Class 6 contains 80509 members 
Mstep: Class 7 contains 80861 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83248 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87655 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 86479 members 
Mstep: Class 14 contains 84471 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 88626 members 
Mstep: Class 18 contains 48989 members 
Mstep: Class 19 contains 15764 members 
Mstep: Class 20 contains 4513 members 
Mstep: Class 21 contains 92828 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5043 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 889 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296392.000000 Penalty: 39917.792969
Iteration 458Q: 65 clusters Score -5.329639e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100645 members 
Mstep: Class 6 contains 80469 members 
Mstep: Class 7 contains 80848 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83245 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87620 members 
Mstep: Class 12 contains 1547 members 
Mstep: Class 13 contains 86495 members 
Mstep: Class 14 contains 84441 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 88624 members 
Mstep: Class 18 contains 49025 members 
Mstep: Class 19 contains 15836 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 92857 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1586 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1901 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5048 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 888 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296400.000000 Penalty: 39917.792969
Iteration 459Q: 65 clusters Score -5.32964e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100647 members 
Mstep: Class 6 contains 80429 members 
Mstep: Class 7 contains 80848 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83202 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87576 members 
Mstep: Class 12 contains 1540 members 
Mstep: Class 13 contains 86505 members 
Mstep: Class 14 contains 84406 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 88629 members 
Mstep: Class 18 contains 49056 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 4471 members 
Mstep: Class 21 contains 92915 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1581 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1898 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5050 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 890 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296496.000000 Penalty: 39917.792969
Iteration 460F: 65 clusters Score -5.32965e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100634 members 
Mstep: Class 6 contains 80380 members 
Mstep: Class 7 contains 80843 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83128 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87543 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 86509 members 
Mstep: Class 14 contains 84391 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 88649 members 
Mstep: Class 18 contains 49094 members 
Mstep: Class 19 contains 16007 members 
Mstep: Class 20 contains 4443 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1895 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5045 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 886 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296632.000000 Penalty: 39917.792969
Iteration 461Q: 65 clusters Score -5.329663e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100617 members 
Mstep: Class 6 contains 80330 members 
Mstep: Class 7 contains 80793 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 83045 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87504 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 86495 members 
Mstep: Class 14 contains 84458 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2268 members 
Mstep: Class 17 contains 88684 members 
Mstep: Class 18 contains 49129 members 
Mstep: Class 19 contains 16103 members 
Mstep: Class 20 contains 4424 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1895 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5044 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 884 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296636.000000 Penalty: 39917.792969
Iteration 462Q: 65 clusters Score -5.329664e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100597 members 
Mstep: Class 6 contains 80283 members 
Mstep: Class 7 contains 80715 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82942 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87481 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 86509 members 
Mstep: Class 14 contains 84524 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 17 contains 88734 members 
Mstep: Class 18 contains 49167 members 
Mstep: Class 19 contains 16195 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 93067 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1895 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5052 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 881 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296532.000000 Penalty: 39917.792969
Iteration 463Q: 65 clusters Score -5.329653e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100559 members 
Mstep: Class 6 contains 80254 members 
Mstep: Class 7 contains 80667 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82875 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87517 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 86545 members 
Mstep: Class 14 contains 84571 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 88715 members 
Mstep: Class 18 contains 49199 members 
Mstep: Class 19 contains 16272 members 
Mstep: Class 20 contains 4400 members 
Mstep: Class 21 contains 93054 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1894 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5063 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 876 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296460.000000 Penalty: 39917.792969
Iteration 464Q: 65 clusters Score -5.329646e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100526 members 
Mstep: Class 6 contains 80240 members 
Mstep: Class 7 contains 80579 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82822 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87580 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 86550 members 
Mstep: Class 14 contains 84606 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 88745 members 
Mstep: Class 18 contains 49246 members 
Mstep: Class 19 contains 16329 members 
Mstep: Class 20 contains 4390 members 
Mstep: Class 21 contains 93025 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1891 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5073 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 871 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296360.000000 Penalty: 39917.792969
Iteration 465Q: 65 clusters Score -5.329636e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100515 members 
Mstep: Class 6 contains 80200 members 
Mstep: Class 7 contains 80520 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82761 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87632 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 86524 members 
Mstep: Class 14 contains 84658 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 88752 members 
Mstep: Class 18 contains 49313 members 
Mstep: Class 19 contains 16390 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 92981 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1555 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1885 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5081 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 870 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296392.000000 Penalty: 39917.792969
Iteration 466Q: 65 clusters Score -5.329639e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100501 members 
Mstep: Class 6 contains 80178 members 
Mstep: Class 7 contains 80441 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82682 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87682 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 13 contains 86543 members 
Mstep: Class 14 contains 84700 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 88768 members 
Mstep: Class 18 contains 49355 members 
Mstep: Class 19 contains 16444 members 
Mstep: Class 20 contains 4386 members 
Mstep: Class 21 contains 92954 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1880 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5090 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 866 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296252.000000 Penalty: 39917.792969
Iteration 467Q: 65 clusters Score -5.329625e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100464 members 
Mstep: Class 6 contains 80178 members 
Mstep: Class 7 contains 80352 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82633 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87706 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 13 contains 86560 members 
Mstep: Class 14 contains 84742 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 88783 members 
Mstep: Class 18 contains 49393 members 
Mstep: Class 19 contains 16511 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 92908 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1871 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5102 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 862 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296088.000000 Penalty: 39917.792969
Iteration 468Q: 65 clusters Score -5.329609e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100439 members 
Mstep: Class 6 contains 80168 members 
Mstep: Class 7 contains 80277 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82609 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87718 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 86559 members 
Mstep: Class 14 contains 84753 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 88798 members 
Mstep: Class 18 contains 49412 members 
Mstep: Class 19 contains 16602 members 
Mstep: Class 20 contains 4390 members 
Mstep: Class 21 contains 92872 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1554 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1861 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5118 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 855 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296164.000000 Penalty: 39917.792969
Iteration 469Q: 65 clusters Score -5.329616e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100420 members 
Mstep: Class 6 contains 80164 members 
Mstep: Class 7 contains 80218 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82593 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87711 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 86564 members 
Mstep: Class 14 contains 84728 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 88806 members 
Mstep: Class 18 contains 49451 members 
Mstep: Class 19 contains 16699 members 
Mstep: Class 20 contains 4379 members 
Mstep: Class 21 contains 92851 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1556 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1848 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5121 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 850 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296152.000000 Penalty: 39917.792969
Iteration 470Q: 65 clusters Score -5.329615e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100403 members 
Mstep: Class 6 contains 80137 members 
Mstep: Class 7 contains 80169 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82586 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87703 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 86561 members 
Mstep: Class 14 contains 84713 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 88790 members 
Mstep: Class 18 contains 49484 members 
Mstep: Class 19 contains 16807 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 21 contains 92826 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1838 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 846 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296264.000000 Penalty: 39917.792969
Iteration 471Q: 65 clusters Score -5.329626e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100405 members 
Mstep: Class 6 contains 80113 members 
Mstep: Class 7 contains 80113 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82577 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87678 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 86577 members 
Mstep: Class 14 contains 84701 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2162 members 
Mstep: Class 17 contains 88755 members 
Mstep: Class 18 contains 49508 members 
Mstep: Class 19 contains 16910 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 92831 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1830 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 842 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296252.000000 Penalty: 39917.792969
Iteration 472Q: 65 clusters Score -5.329625e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100405 members 
Mstep: Class 6 contains 80117 members 
Mstep: Class 7 contains 80062 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82571 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87679 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 86558 members 
Mstep: Class 14 contains 84665 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 88730 members 
Mstep: Class 18 contains 49532 members 
Mstep: Class 19 contains 16984 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 92869 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 138 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1824 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 839 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296124.000000 Penalty: 39917.792969
Iteration 473Q: 65 clusters Score -5.329612e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100406 members 
Mstep: Class 6 contains 80114 members 
Mstep: Class 7 contains 80003 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82568 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87664 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 86517 members 
Mstep: Class 14 contains 84662 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 88713 members 
Mstep: Class 18 contains 49563 members 
Mstep: Class 19 contains 17073 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 92892 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1816 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5133 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 835 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296232.000000 Penalty: 39917.792969
Iteration 474Q: 65 clusters Score -5.329623e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100405 members 
Mstep: Class 6 contains 80085 members 
Mstep: Class 7 contains 79945 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82553 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87641 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 86491 members 
Mstep: Class 14 contains 84682 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 88700 members 
Mstep: Class 18 contains 49589 members 
Mstep: Class 19 contains 17164 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 92929 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1810 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 832 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296192.000000 Penalty: 39917.792969
Iteration 475Q: 65 clusters Score -5.329619e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100404 members 
Mstep: Class 6 contains 80051 members 
Mstep: Class 7 contains 79922 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82536 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87621 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 86472 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 88667 members 
Mstep: Class 18 contains 49608 members 
Mstep: Class 19 contains 17269 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 92978 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1804 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 831 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296280.000000 Penalty: 39917.792969
Iteration 476Q: 65 clusters Score -5.329628e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100402 members 
Mstep: Class 6 contains 80035 members 
Mstep: Class 7 contains 79867 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82502 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87597 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 86476 members 
Mstep: Class 14 contains 84689 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 88653 members 
Mstep: Class 18 contains 49615 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 4289 members 
Mstep: Class 21 contains 93014 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1801 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5122 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 825 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296292.000000 Penalty: 39917.792969
Iteration 477Q: 65 clusters Score -5.329629e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100412 members 
Mstep: Class 6 contains 80028 members 
Mstep: Class 7 contains 79808 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82493 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87552 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 86484 members 
Mstep: Class 14 contains 84681 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49633 members 
Mstep: Class 19 contains 17444 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 21 contains 93044 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 137 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5114 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 816 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296316.000000 Penalty: 39917.792969
Iteration 478Q: 65 clusters Score -5.329632e+07 nChanged 1272
Entering ConstructFrom: 
Score: -53296316.000000 Penalty: 39917.792969
Entering ConstructFrom: 
Trying to split cluster 1 (7160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Entering Unmasked Estep 
Score: -467755.781250 Penalty: 403.870087
	Iteration 0F: 2 clusters Score -467755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -462945.937500 Penalty: 807.740173
	Iteration 0F: 3 clusters Score -462945.9 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -464775.937500 Penalty: 807.740173
	Iteration 1F: 3 clusters Score -464775.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -464921.000000 Penalty: 807.740173
	Iteration 2Q: 3 clusters Score -464921 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -465119.218750 Penalty: 807.740173
	Iteration 3F: 3 clusters Score -465119.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -465401.406250 Penalty: 807.740173
	Iteration 4F: 3 clusters Score -465401.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -465818.250000 Penalty: 807.740173
	Iteration 5F: 3 clusters Score -465818.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -466258.125000 Penalty: 807.740173
	Iteration 6F: 3 clusters Score -466258.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -466518.062500 Penalty: 807.740173
	Iteration 7F: 3 clusters Score -466518.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -466618.593750 Penalty: 807.740173
	Iteration 8Q: 3 clusters Score -466618.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -466675.375000 Penalty: 807.740173
	Iteration 9Q: 3 clusters Score -466675.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -466713.281250 Penalty: 807.740173
	Iteration 10Q: 3 clusters Score -466713.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -466745.062500 Penalty: 807.740173
	Iteration 11Q: 3 clusters Score -466745.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -466770.593750 Penalty: 807.740173
	Iteration 12Q: 3 clusters Score -466770.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -466788.000000 Penalty: 807.740173
	Iteration 13Q: 3 clusters Score -466788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -466797.687500 Penalty: 807.740173
	Iteration 14Q: 3 clusters Score -466797.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -466804.437500 Penalty: 807.740173
	Iteration 15Q: 3 clusters Score -466804.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -466808.875000 Penalty: 807.740173
	Iteration 16Q: 3 clusters Score -466808.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -466813.187500 Penalty: 807.740173
	Iteration 17Q: 3 clusters Score -466813.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -466817.000000 Penalty: 807.740173
	Iteration 18Q: 3 clusters Score -466817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -466819.593750 Penalty: 807.740173
	Iteration 19Q: 3 clusters Score -466819.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -466821.500000 Penalty: 807.740173
	Iteration 20F: 3 clusters Score -466821.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -466823.562500 Penalty: 807.740173
	Iteration 21Q: 3 clusters Score -466823.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -466826.843750 Penalty: 807.740173
	Iteration 22Q: 3 clusters Score -466826.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -466828.437500 Penalty: 807.740173
	Iteration 23Q: 3 clusters Score -466828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -466829.781250 Penalty: 807.740173
	Iteration 24Q: 3 clusters Score -466829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -466830.906250 Penalty: 807.740173
	Iteration 25Q: 3 clusters Score -466830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -466832.031250 Penalty: 807.740173
	Iteration 26Q: 3 clusters Score -466832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -466834.906250 Penalty: 807.740173
	Iteration 27Q: 3 clusters Score -466834.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -466836.937500 Penalty: 807.740173
	Iteration 28Q: 3 clusters Score -466836.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -466840.843750 Penalty: 807.740173
	Iteration 29Q: 3 clusters Score -466840.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -466841.437500 Penalty: 807.740173
	Iteration 30Q: 3 clusters Score -466841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -466843.031250 Penalty: 807.740173
	Iteration 31Q: 3 clusters Score -466843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -466843.281250 Penalty: 807.740173
	Iteration 32Q: 3 clusters Score -466843.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -466844.062500 Penalty: 807.740173
	Iteration 33Q: 3 clusters Score -466844.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -466845.250000 Penalty: 807.740173
	Iteration 34Q: 3 clusters Score -466845.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -466847.187500 Penalty: 807.740173
	Iteration 35Q: 3 clusters Score -466847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -466849.812500 Penalty: 807.740173
	Iteration 36Q: 3 clusters Score -466849.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -466856.562500 Penalty: 807.740173
	Iteration 37Q: 3 clusters Score -466856.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -466862.281250 Penalty: 807.740173
	Iteration 38Q: 3 clusters Score -466862.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -466865.281250 Penalty: 807.740173
	Iteration 39Q: 3 clusters Score -466865.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -466869.875000 Penalty: 807.740173
	Iteration 40F: 3 clusters Score -466869.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -466876.468750 Penalty: 807.740173
	Iteration 41Q: 3 clusters Score -466876.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -466878.875000 Penalty: 807.740173
	Iteration 42Q: 3 clusters Score -466878.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -466880.500000 Penalty: 807.740173
	Iteration 43Q: 3 clusters Score -466880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -466881.500000 Penalty: 807.740173
	Iteration 44Q: 3 clusters Score -466881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -466883.531250 Penalty: 807.740173
	Iteration 45Q: 3 clusters Score -466883.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -466884.406250 Penalty: 807.740173
	Iteration 46Q: 3 clusters Score -466884.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -466887.343750 Penalty: 807.740173
	Iteration 47Q: 3 clusters Score -466887.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -466892.093750 Penalty: 807.740173
	Iteration 48Q: 3 clusters Score -466892.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -466894.531250 Penalty: 807.740173
	Iteration 49Q: 3 clusters Score -466894.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -466896.968750 Penalty: 807.740173
	Iteration 50Q: 3 clusters Score -466897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -466899.093750 Penalty: 807.740173
	Iteration 51Q: 3 clusters Score -466899.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -466905.156250 Penalty: 807.740173
	Iteration 52Q: 3 clusters Score -466905.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -466906.406250 Penalty: 807.740173
	Iteration 53Q: 3 clusters Score -466906.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -466910.062500 Penalty: 807.740173
	Iteration 54Q: 3 clusters Score -466910.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -466911.468750 Penalty: 807.740173
	Iteration 55Q: 3 clusters Score -466911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -466913.468750 Penalty: 807.740173
	Iteration 56Q: 3 clusters Score -466913.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -466915.656250 Penalty: 807.740173
	Iteration 57Q: 3 clusters Score -466915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -466917.093750 Penalty: 807.740173
	Iteration 58Q: 3 clusters Score -466917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -466918.343750 Penalty: 807.740173
	Iteration 59Q: 3 clusters Score -466918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -466919.000000 Penalty: 807.740173
	Iteration 60F: 3 clusters Score -466919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -466918.843750 Penalty: 807.740173
	Iteration 61Q: 3 clusters Score -466918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -466919.875000 Penalty: 807.740173
	Iteration 62Q: 3 clusters Score -466919.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -466921.156250 Penalty: 807.740173
	Iteration 63Q: 3 clusters Score -466921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -466920.937500 Penalty: 807.740173
	Iteration 64Q: 3 clusters Score -466920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -466920.937500 Penalty: 807.740173
	Iteration 65Q: 3 clusters Score -466920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -466920.593750 Penalty: 807.740173
	Iteration 66Q: 3 clusters Score -466920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -466921.687500 Penalty: 807.740173
	Iteration 67Q: 3 clusters Score -466921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -466922.750000 Penalty: 807.740173
	Iteration 68Q: 3 clusters Score -466922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -466922.156250 Penalty: 807.740173
	Iteration 69Q: 3 clusters Score -466922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -466923.843750 Penalty: 807.740173
	Iteration 70Q: 3 clusters Score -466923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -466925.187500 Penalty: 807.740173
	Iteration 71Q: 3 clusters Score -466925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -466926.375000 Penalty: 807.740173
	Iteration 72Q: 3 clusters Score -466926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -466927.625000 Penalty: 807.740173
	Iteration 73Q: 3 clusters Score -466927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -466927.937500 Penalty: 807.740173
	Iteration 74Q: 3 clusters Score -466927.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -466929.218750 Penalty: 807.740173
	Iteration 75Q: 3 clusters Score -466929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -466929.562500 Penalty: 807.740173
	Iteration 76Q: 3 clusters Score -466929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -466930.312500 Penalty: 807.740173
	Iteration 77Q: 3 clusters Score -466930.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -466932.218750 Penalty: 807.740173
	Iteration 78Q: 3 clusters Score -466932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -466932.312500 Penalty: 807.740173
	Iteration 79Q: 3 clusters Score -466932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -466932.500000 Penalty: 807.740173
	Iteration 80F: 3 clusters Score -466932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -466934.406250 Penalty: 807.740173
	Iteration 81Q: 3 clusters Score -466934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -466934.656250 Penalty: 807.740173
	Iteration 82Q: 3 clusters Score -466934.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -466935.437500 Penalty: 807.740173
	Iteration 83Q: 3 clusters Score -466935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -466938.000000 Penalty: 807.740173
	Iteration 84Q: 3 clusters Score -466938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -466937.656250 Penalty: 807.740173
	Iteration 85Q: 3 clusters Score -466937.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -466938.593750 Penalty: 807.740173
	Iteration 86Q: 3 clusters Score -466938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -466939.968750 Penalty: 807.740173
	Iteration 87Q: 3 clusters Score -466940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -466941.093750 Penalty: 807.740173
	Iteration 88Q: 3 clusters Score -466941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -466941.968750 Penalty: 807.740173
	Iteration 89Q: 3 clusters Score -466942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -466942.062500 Penalty: 807.740173
	Iteration 90Q: 3 clusters Score -466942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -466942.562500 Penalty: 807.740173
	Iteration 91Q: 3 clusters Score -466942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -466943.593750 Penalty: 807.740173
	Iteration 92Q: 3 clusters Score -466943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -466943.906250 Penalty: 807.740173
	Iteration 93Q: 3 clusters Score -466943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -466945.343750 Penalty: 807.740173
	Iteration 94Q: 3 clusters Score -466945.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -466946.093750 Penalty: 807.740173
	Iteration 95Q: 3 clusters Score -466946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -466946.656250 Penalty: 807.740173
	Iteration 96Q: 3 clusters Score -466946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -466949.093750 Penalty: 807.740173
	Iteration 97Q: 3 clusters Score -466949.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -466952.031250 Penalty: 807.740173
	Iteration 98Q: 3 clusters Score -466952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -466953.343750 Penalty: 807.740173
	Iteration 99Q: 3 clusters Score -466953.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -466954.875000 Penalty: 807.740173
	Iteration 100F: 3 clusters Score -466954.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -466955.406250 Penalty: 807.740173
	Iteration 101Q: 3 clusters Score -466955.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -466957.781250 Penalty: 807.740173
	Iteration 102Q: 3 clusters Score -466957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -466960.250000 Penalty: 807.740173
	Iteration 103Q: 3 clusters Score -466960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -466961.375000 Penalty: 807.740173
	Iteration 104Q: 3 clusters Score -466961.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -466961.093750 Penalty: 807.740173
	Iteration 105Q: 3 clusters Score -466961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -466962.843750 Penalty: 807.740173
	Iteration 106Q: 3 clusters Score -466962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -466963.375000 Penalty: 807.740173
	Iteration 107Q: 3 clusters Score -466963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -466965.375000 Penalty: 807.740173
	Iteration 108Q: 3 clusters Score -466965.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -466965.812500 Penalty: 807.740173
	Iteration 109Q: 3 clusters Score -466965.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -466966.500000 Penalty: 807.740173
	Iteration 110Q: 3 clusters Score -466966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -466967.718750 Penalty: 807.740173
	Iteration 111Q: 3 clusters Score -466967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -466969.875000 Penalty: 807.740173
	Iteration 112Q: 3 clusters Score -466969.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -466973.437500 Penalty: 807.740173
	Iteration 113Q: 3 clusters Score -466973.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -466976.093750 Penalty: 807.740173
	Iteration 114Q: 3 clusters Score -466976.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -466980.343750 Penalty: 807.740173
	Iteration 115Q: 3 clusters Score -466980.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -466983.000000 Penalty: 807.740173
	Iteration 116Q: 3 clusters Score -466983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -466987.062500 Penalty: 807.740173
	Iteration 117Q: 3 clusters Score -466987.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -466989.500000 Penalty: 807.740173
	Iteration 118Q: 3 clusters Score -466989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -466990.812500 Penalty: 807.740173
	Iteration 119Q: 3 clusters Score -466990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -466993.562500 Penalty: 807.740173
	Iteration 120F: 3 clusters Score -466993.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -466998.343750 Penalty: 807.740173
	Iteration 121Q: 3 clusters Score -466998.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -467004.343750 Penalty: 807.740173
	Iteration 122Q: 3 clusters Score -467004.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -467009.187500 Penalty: 807.740173
	Iteration 123Q: 3 clusters Score -467009.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -467015.343750 Penalty: 807.740173
	Iteration 124Q: 3 clusters Score -467015.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -467023.406250 Penalty: 807.740173
	Iteration 125Q: 3 clusters Score -467023.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -467029.031250 Penalty: 807.740173
	Iteration 126Q: 3 clusters Score -467029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -467033.500000 Penalty: 807.740173
	Iteration 127Q: 3 clusters Score -467033.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -467039.312500 Penalty: 807.740173
	Iteration 128Q: 3 clusters Score -467039.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -467042.406250 Penalty: 807.740173
	Iteration 129Q: 3 clusters Score -467042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -467047.781250 Penalty: 807.740173
	Iteration 130Q: 3 clusters Score -467047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -467052.156250 Penalty: 807.740173
	Iteration 131Q: 3 clusters Score -467052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -467055.406250 Penalty: 807.740173
	Iteration 132Q: 3 clusters Score -467055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -467060.062500 Penalty: 807.740173
	Iteration 133Q: 3 clusters Score -467060.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -467065.468750 Penalty: 807.740173
	Iteration 134Q: 3 clusters Score -467065.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -467069.218750 Penalty: 807.740173
	Iteration 135Q: 3 clusters Score -467069.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -467075.343750 Penalty: 807.740173
	Iteration 136Q: 3 clusters Score -467075.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -467080.812500 Penalty: 807.740173
	Iteration 137Q: 3 clusters Score -467080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -467083.937500 Penalty: 807.740173
	Iteration 138Q: 3 clusters Score -467083.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -467086.031250 Penalty: 807.740173
	Iteration 139Q: 3 clusters Score -467086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -467087.468750 Penalty: 807.740173
	Iteration 140F: 3 clusters Score -467087.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -467090.937500 Penalty: 807.740173
	Iteration 141Q: 3 clusters Score -467090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -467094.875000 Penalty: 807.740173
	Iteration 142Q: 3 clusters Score -467094.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -467102.906250 Penalty: 807.740173
	Iteration 143Q: 3 clusters Score -467102.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -467113.312500 Penalty: 807.740173
	Iteration 144Q: 3 clusters Score -467113.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -467122.093750 Penalty: 807.740173
	Iteration 145Q: 3 clusters Score -467122.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -467130.875000 Penalty: 807.740173
	Iteration 146Q: 3 clusters Score -467130.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -467140.156250 Penalty: 807.740173
	Iteration 147Q: 3 clusters Score -467140.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -467152.718750 Penalty: 807.740173
	Iteration 148Q: 3 clusters Score -467152.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -467167.468750 Penalty: 807.740173
	Iteration 149Q: 3 clusters Score -467167.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -467179.437500 Penalty: 807.740173
	Iteration 150Q: 3 clusters Score -467179.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -467195.218750 Penalty: 807.740173
	Iteration 151Q: 3 clusters Score -467195.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -467213.593750 Penalty: 807.740173
	Iteration 152Q: 3 clusters Score -467213.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -467229.687500 Penalty: 807.740173
	Iteration 153Q: 3 clusters Score -467229.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -467241.281250 Penalty: 807.740173
	Iteration 154Q: 3 clusters Score -467241.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -467249.343750 Penalty: 807.740173
	Iteration 155Q: 3 clusters Score -467249.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -467255.750000 Penalty: 807.740173
	Iteration 156Q: 3 clusters Score -467255.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -467264.593750 Penalty: 807.740173
	Iteration 157Q: 3 clusters Score -467264.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -467273.312500 Penalty: 807.740173
	Iteration 158Q: 3 clusters Score -467273.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -467285.343750 Penalty: 807.740173
	Iteration 159Q: 3 clusters Score -467285.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -467296.000000 Penalty: 807.740173
	Iteration 160F: 3 clusters Score -467296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -467303.843750 Penalty: 807.740173
	Iteration 161Q: 3 clusters Score -467303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -467314.375000 Penalty: 807.740173
	Iteration 162Q: 3 clusters Score -467314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -467325.718750 Penalty: 807.740173
	Iteration 163Q: 3 clusters Score -467325.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -467339.906250 Penalty: 807.740173
	Iteration 164Q: 3 clusters Score -467339.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -467350.718750 Penalty: 807.740173
	Iteration 165Q: 3 clusters Score -467350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -467359.031250 Penalty: 807.740173
	Iteration 166Q: 3 clusters Score -467359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -467365.437500 Penalty: 807.740173
	Iteration 167Q: 3 clusters Score -467365.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -467369.625000 Penalty: 807.740173
	Iteration 168Q: 3 clusters Score -467369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -467372.500000 Penalty: 807.740173
	Iteration 169Q: 3 clusters Score -467372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -467379.156250 Penalty: 807.740173
	Iteration 170Q: 3 clusters Score -467379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -467382.500000 Penalty: 807.740173
	Iteration 171Q: 3 clusters Score -467382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -467385.562500 Penalty: 807.740173
	Iteration 172Q: 3 clusters Score -467385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -467391.437500 Penalty: 807.740173
	Iteration 173Q: 3 clusters Score -467391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -467393.312500 Penalty: 807.740173
	Iteration 174Q: 3 clusters Score -467393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -467396.843750 Penalty: 807.740173
	Iteration 175Q: 3 clusters Score -467396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -467400.406250 Penalty: 807.740173
	Iteration 176Q: 3 clusters Score -467400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -467401.656250 Penalty: 807.740173
	Iteration 177Q: 3 clusters Score -467401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -467401.656250 Penalty: 807.740173
	Iteration 178F: 3 clusters Score -467401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -8363.033203 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -8363.033 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 194 members 
Entering Unmasked Estep 
Score: -8003.073242 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -8003.073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8235.727539 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -8235.728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8296.441406 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -8296.441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8320.671875 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -8320.672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8344.429688 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -8344.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8349.216797 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -8349.217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8352.055664 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -8352.056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8354.110352 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -8354.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8358.053711 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -8358.054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8367.194336 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -8367.194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8370.965820 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -8370.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8372.915039 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -8372.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8375.799805 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -8375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8380.603516 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -8380.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8381.143555 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -8381.144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8382.737305 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -8382.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8384.069336 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -8384.069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8389.601562 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -8389.602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8392.958984 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -8392.959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8394.570312 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -8394.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8401.561523 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -8401.562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8419.902344 Penalty: 542.919373
	Iteration 21Q: 3 clusters Score -8419.902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8427.919922 Penalty: 542.919373
	Iteration 22Q: 3 clusters Score -8427.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8429.595703 Penalty: 542.919373
	Iteration 23Q: 3 clusters Score -8429.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8429.595703 Penalty: 542.919373
	Iteration 24F: 3 clusters Score -8429.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 132 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 258 members 
Entering Unmasked Estep 
Score: -53296112.000000 Penalty: 40541.507812
Splitting cluster 2 changes total score from -53296316.000000 to -53296112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -74784.296875 Penalty: 320.977448
	Iteration 0F: 2 clusters Score -74784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73891.640625 Penalty: 641.954895
	Iteration 0F: 3 clusters Score -73891.64 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74198.843750 Penalty: 641.954895
	Iteration 1F: 3 clusters Score -74198.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -74272.406250 Penalty: 641.954895
	Iteration 2F: 3 clusters Score -74272.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -74322.609375 Penalty: 641.954895
	Iteration 3F: 3 clusters Score -74322.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -74372.367188 Penalty: 641.954895
	Iteration 4F: 3 clusters Score -74372.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -74414.617188 Penalty: 641.954895
	Iteration 5Q: 3 clusters Score -74414.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74444.437500 Penalty: 641.954895
	Iteration 6Q: 3 clusters Score -74444.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74462.109375 Penalty: 641.954895
	Iteration 7Q: 3 clusters Score -74462.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -74477.632812 Penalty: 641.954895
	Iteration 8Q: 3 clusters Score -74477.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -74491.367188 Penalty: 641.954895
	Iteration 9Q: 3 clusters Score -74491.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74508.929688 Penalty: 641.954895
	Iteration 10Q: 3 clusters Score -74508.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74523.835938 Penalty: 641.954895
	Iteration 11Q: 3 clusters Score -74523.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -74534.351562 Penalty: 641.954895
	Iteration 12Q: 3 clusters Score -74534.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -74546.882812 Penalty: 641.954895
	Iteration 13Q: 3 clusters Score -74546.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -74556.226562 Penalty: 641.954895
	Iteration 14Q: 3 clusters Score -74556.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -74574.007812 Penalty: 641.954895
	Iteration 15Q: 3 clusters Score -74574.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -74601.296875 Penalty: 641.954895
	Iteration 16Q: 3 clusters Score -74601.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -74649.117188 Penalty: 641.954895
	Iteration 17Q: 3 clusters Score -74649.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74773.265625 Penalty: 641.954895
	Iteration 18Q: 3 clusters Score -74773.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -74831.867188 Penalty: 641.954895
	Iteration 19Q: 3 clusters Score -74831.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -74843.414062 Penalty: 641.954895
	Iteration 20F: 3 clusters Score -74843.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 738 members 
Entering Unmasked Estep 
Score: -53296116.000000 Penalty: 40541.507812
Splitting cluster 3 changes total score from -53296316.000000 to -53296116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -26754.382812 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -26754.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26305.105469 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -26305.11 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26420.787109 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -26420.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26457.089844 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -26457.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26504.867188 Penalty: 550.740112
	Iteration 3F: 3 clusters Score -26504.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26532.812500 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -26532.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26550.718750 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -26550.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26566.548828 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -26566.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26575.589844 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -26575.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26582.246094 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -26582.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26585.460938 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -26585.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26589.050781 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -26589.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26592.693359 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -26592.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26597.707031 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -26597.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26600.404297 Penalty: 550.740112
	Iteration 13Q: 3 clusters Score -26600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26603.027344 Penalty: 550.740112
	Iteration 14Q: 3 clusters Score -26603.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26604.578125 Penalty: 550.740112
	Iteration 15Q: 3 clusters Score -26604.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26605.765625 Penalty: 550.740112
	Iteration 16Q: 3 clusters Score -26605.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26605.765625 Penalty: 550.740112
	Iteration 17F: 3 clusters Score -26605.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Entering Unmasked Estep 
Score: -6159311.000000 Penalty: 524.022888
	Iteration 0F: 2 clusters Score -6159311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -6092713.000000 Penalty: 1048.045776
	Iteration 0F: 3 clusters Score -6092713 nChanged 48995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -6122924.000000 Penalty: 1048.045776
	Iteration 1F: 3 clusters Score -6122924 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -6124458.000000 Penalty: 1048.045776
	Iteration 2Q: 3 clusters Score -6124458 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6126807.500000 Penalty: 1048.045776
	Iteration 3Q: 3 clusters Score -6126808 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -6130766.500000 Penalty: 1048.045776
	Iteration 4F: 3 clusters Score -6130766 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -6137292.500000 Penalty: 1048.045776
	Iteration 5F: 3 clusters Score -6137292 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -6145109.000000 Penalty: 1048.045776
	Iteration 6F: 3 clusters Score -6145109 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -6150042.500000 Penalty: 1048.045776
	Iteration 7F: 3 clusters Score -6150042 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -6151842.000000 Penalty: 1048.045776
	Iteration 8Q: 3 clusters Score -6151842 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -6152805.500000 Penalty: 1048.045776
	Iteration 9Q: 3 clusters Score -6152806 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -6153515.500000 Penalty: 1048.045776
	Iteration 10Q: 3 clusters Score -6153516 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -6154030.000000 Penalty: 1048.045776
	Iteration 11Q: 3 clusters Score -6154030 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -6154380.000000 Penalty: 1048.045776
	Iteration 12Q: 3 clusters Score -6154380 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -6154713.500000 Penalty: 1048.045776
	Iteration 13Q: 3 clusters Score -6154714 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -6154951.500000 Penalty: 1048.045776
	Iteration 14Q: 3 clusters Score -6154952 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -6155066.500000 Penalty: 1048.045776
	Iteration 15Q: 3 clusters Score -6155066 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -6155195.000000 Penalty: 1048.045776
	Iteration 16Q: 3 clusters Score -6155195 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -6155363.000000 Penalty: 1048.045776
	Iteration 17Q: 3 clusters Score -6155363 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -6155503.500000 Penalty: 1048.045776
	Iteration 18Q: 3 clusters Score -6155504 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -6155683.000000 Penalty: 1048.045776
	Iteration 19Q: 3 clusters Score -6155683 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -6155748.000000 Penalty: 1048.045776
	Iteration 20F: 3 clusters Score -6155748 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -6155822.500000 Penalty: 1048.045776
	Iteration 21Q: 3 clusters Score -6155822 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -6155896.500000 Penalty: 1048.045776
	Iteration 22Q: 3 clusters Score -6155896 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -6155915.000000 Penalty: 1048.045776
	Iteration 23Q: 3 clusters Score -6155915 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -6155990.500000 Penalty: 1048.045776
	Iteration 24Q: 3 clusters Score -6155990 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -6156072.000000 Penalty: 1048.045776
	Iteration 25Q: 3 clusters Score -6156072 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -6156172.500000 Penalty: 1048.045776
	Iteration 26Q: 3 clusters Score -6156172 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -6156220.500000 Penalty: 1048.045776
	Iteration 27Q: 3 clusters Score -6156220 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -6156266.500000 Penalty: 1048.045776
	Iteration 28Q: 3 clusters Score -6156266 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -6156332.000000 Penalty: 1048.045776
	Iteration 29Q: 3 clusters Score -6156332 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -6156377.500000 Penalty: 1048.045776
	Iteration 30Q: 3 clusters Score -6156378 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -6156429.500000 Penalty: 1048.045776
	Iteration 31Q: 3 clusters Score -6156430 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -6156486.000000 Penalty: 1048.045776
	Iteration 32Q: 3 clusters Score -6156486 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -6156538.000000 Penalty: 1048.045776
	Iteration 33Q: 3 clusters Score -6156538 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -6156644.500000 Penalty: 1048.045776
	Iteration 34Q: 3 clusters Score -6156644 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -6156766.000000 Penalty: 1048.045776
	Iteration 35Q: 3 clusters Score -6156766 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -6156858.500000 Penalty: 1048.045776
	Iteration 36Q: 3 clusters Score -6156858 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -6156926.000000 Penalty: 1048.045776
	Iteration 37Q: 3 clusters Score -6156926 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -6157011.000000 Penalty: 1048.045776
	Iteration 38Q: 3 clusters Score -6157011 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -6157065.000000 Penalty: 1048.045776
	Iteration 39Q: 3 clusters Score -6157065 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -6157211.000000 Penalty: 1048.045776
	Iteration 40F: 3 clusters Score -6157211 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -6157313.500000 Penalty: 1048.045776
	Iteration 41Q: 3 clusters Score -6157314 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -6157398.000000 Penalty: 1048.045776
	Iteration 42Q: 3 clusters Score -6157398 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -6157460.500000 Penalty: 1048.045776
	Iteration 43Q: 3 clusters Score -6157460 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -6157488.000000 Penalty: 1048.045776
	Iteration 44Q: 3 clusters Score -6157488 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -6157584.500000 Penalty: 1048.045776
	Iteration 45Q: 3 clusters Score -6157584 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -6157686.500000 Penalty: 1048.045776
	Iteration 46Q: 3 clusters Score -6157686 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -6157800.500000 Penalty: 1048.045776
	Iteration 47Q: 3 clusters Score -6157800 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -6157921.000000 Penalty: 1048.045776
	Iteration 48Q: 3 clusters Score -6157921 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 94296 members 
Entering Unmasked Estep 
Score: -6158013.500000 Penalty: 1048.045776
	Iteration 49Q: 3 clusters Score -6158014 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -6158098.500000 Penalty: 1048.045776
	Iteration 50Q: 3 clusters Score -6158098 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -6158217.000000 Penalty: 1048.045776
	Iteration 51Q: 3 clusters Score -6158217 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -6158328.500000 Penalty: 1048.045776
	Iteration 52Q: 3 clusters Score -6158328 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -6158403.000000 Penalty: 1048.045776
	Iteration 53Q: 3 clusters Score -6158403 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -6158430.000000 Penalty: 1048.045776
	Iteration 54Q: 3 clusters Score -6158430 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -6158446.000000 Penalty: 1048.045776
	Iteration 55Q: 3 clusters Score -6158446 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -6158468.000000 Penalty: 1048.045776
	Iteration 56Q: 3 clusters Score -6158468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -6158486.000000 Penalty: 1048.045776
	Iteration 57Q: 3 clusters Score -6158486 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -6158541.500000 Penalty: 1048.045776
	Iteration 58Q: 3 clusters Score -6158542 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -6158575.500000 Penalty: 1048.045776
	Iteration 59Q: 3 clusters Score -6158576 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -6158612.500000 Penalty: 1048.045776
	Iteration 60F: 3 clusters Score -6158612 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -6158655.500000 Penalty: 1048.045776
	Iteration 61Q: 3 clusters Score -6158656 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -6158680.000000 Penalty: 1048.045776
	Iteration 62Q: 3 clusters Score -6158680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -6158688.000000 Penalty: 1048.045776
	Iteration 63Q: 3 clusters Score -6158688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -6158712.000000 Penalty: 1048.045776
	Iteration 64Q: 3 clusters Score -6158712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -6158722.000000 Penalty: 1048.045776
	Iteration 65Q: 3 clusters Score -6158722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -6158722.000000 Penalty: 1048.045776
	Iteration 66Q: 3 clusters Score -6158722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -6158747.500000 Penalty: 1048.045776
	Iteration 67Q: 3 clusters Score -6158748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -6158763.500000 Penalty: 1048.045776
	Iteration 68Q: 3 clusters Score -6158764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -6158763.500000 Penalty: 1048.045776
	Iteration 69Q: 3 clusters Score -6158764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 98902 members 
Entering Unmasked Estep 
Score: -6158772.000000 Penalty: 1048.045776
	Iteration 70Q: 3 clusters Score -6158772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -6158782.000000 Penalty: 1048.045776
	Iteration 71Q: 3 clusters Score -6158782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 99047 members 
Entering Unmasked Estep 
Score: -6158794.500000 Penalty: 1048.045776
	Iteration 72Q: 3 clusters Score -6158794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -6158802.500000 Penalty: 1048.045776
	Iteration 73Q: 3 clusters Score -6158802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -6158808.500000 Penalty: 1048.045776
	Iteration 74Q: 3 clusters Score -6158808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -6158806.000000 Penalty: 1048.045776
	Iteration 75Q: 3 clusters Score -6158806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 99303 members 
Entering Unmasked Estep 
Score: -6158806.500000 Penalty: 1048.045776
	Iteration 76Q: 3 clusters Score -6158806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -6158821.500000 Penalty: 1048.045776
	Iteration 77Q: 3 clusters Score -6158822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -6158832.000000 Penalty: 1048.045776
	Iteration 78Q: 3 clusters Score -6158832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -6158846.500000 Penalty: 1048.045776
	Iteration 79Q: 3 clusters Score -6158846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -6158856.000000 Penalty: 1048.045776
	Iteration 80F: 3 clusters Score -6158856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -6158866.000000 Penalty: 1048.045776
	Iteration 81Q: 3 clusters Score -6158866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -6158871.500000 Penalty: 1048.045776
	Iteration 82Q: 3 clusters Score -6158872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -6158874.000000 Penalty: 1048.045776
	Iteration 83Q: 3 clusters Score -6158874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -6158885.500000 Penalty: 1048.045776
	Iteration 84Q: 3 clusters Score -6158886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -6158876.000000 Penalty: 1048.045776
	Iteration 85Q: 3 clusters Score -6158876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -6158880.000000 Penalty: 1048.045776
	Iteration 86Q: 3 clusters Score -6158880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -6158882.500000 Penalty: 1048.045776
	Iteration 87Q: 3 clusters Score -6158882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -6158898.500000 Penalty: 1048.045776
	Iteration 88Q: 3 clusters Score -6158898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -6158904.000000 Penalty: 1048.045776
	Iteration 89Q: 3 clusters Score -6158904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -6158916.000000 Penalty: 1048.045776
	Iteration 90Q: 3 clusters Score -6158916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -6158924.000000 Penalty: 1048.045776
	Iteration 91Q: 3 clusters Score -6158924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -6158917.000000 Penalty: 1048.045776
	Iteration 92Q: 3 clusters Score -6158917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -6158919.500000 Penalty: 1048.045776
	Iteration 93Q: 3 clusters Score -6158920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -6158919.500000 Penalty: 1048.045776
	Iteration 94Q: 3 clusters Score -6158920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -6158920.500000 Penalty: 1048.045776
	Iteration 95Q: 3 clusters Score -6158920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -6158926.000000 Penalty: 1048.045776
	Iteration 96Q: 3 clusters Score -6158926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -6158929.000000 Penalty: 1048.045776
	Iteration 97Q: 3 clusters Score -6158929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -6158935.500000 Penalty: 1048.045776
	Iteration 98Q: 3 clusters Score -6158936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -6158932.500000 Penalty: 1048.045776
	Iteration 99Q: 3 clusters Score -6158932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -6158932.500000 Penalty: 1048.045776
	Iteration 100F: 3 clusters Score -6158932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -6158930.500000 Penalty: 1048.045776
	Iteration 101Q: 3 clusters Score -6158930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -6158935.000000 Penalty: 1048.045776
	Iteration 102Q: 3 clusters Score -6158935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -6158934.500000 Penalty: 1048.045776
	Iteration 103Q: 3 clusters Score -6158934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -6158932.500000 Penalty: 1048.045776
	Iteration 104Q: 3 clusters Score -6158932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -6158939.000000 Penalty: 1048.045776
	Iteration 105Q: 3 clusters Score -6158939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -6158939.500000 Penalty: 1048.045776
	Iteration 106Q: 3 clusters Score -6158940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -6158939.500000 Penalty: 1048.045776
	Iteration 107F: 3 clusters Score -6158940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Entering Unmasked Estep 
Score: -4924414.500000 Penalty: 513.686768
	Iteration 0F: 2 clusters Score -4924414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4870660.000000 Penalty: 1027.373535
	Iteration 0F: 3 clusters Score -4870660 nChanged 39096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4896453.500000 Penalty: 1027.373535
	Iteration 1F: 3 clusters Score -4896454 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4899767.000000 Penalty: 1027.373535
	Iteration 2F: 3 clusters Score -4899767 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4904382.000000 Penalty: 1027.373535
	Iteration 3F: 3 clusters Score -4904382 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4909390.000000 Penalty: 1027.373535
	Iteration 4F: 3 clusters Score -4909390 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -4912488.000000 Penalty: 1027.373535
	Iteration 5F: 3 clusters Score -4912488 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4913593.000000 Penalty: 1027.373535
	Iteration 6Q: 3 clusters Score -4913593 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4913998.500000 Penalty: 1027.373535
	Iteration 7Q: 3 clusters Score -4913998 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4914289.500000 Penalty: 1027.373535
	Iteration 8Q: 3 clusters Score -4914290 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4914560.500000 Penalty: 1027.373535
	Iteration 9Q: 3 clusters Score -4914560 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4914809.500000 Penalty: 1027.373535
	Iteration 10Q: 3 clusters Score -4914810 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4915101.500000 Penalty: 1027.373535
	Iteration 11Q: 3 clusters Score -4915102 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4915427.000000 Penalty: 1027.373535
	Iteration 12Q: 3 clusters Score -4915427 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4915755.000000 Penalty: 1027.373535
	Iteration 13Q: 3 clusters Score -4915755 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4916130.000000 Penalty: 1027.373535
	Iteration 14Q: 3 clusters Score -4916130 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4916410.500000 Penalty: 1027.373535
	Iteration 15Q: 3 clusters Score -4916410 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4916750.000000 Penalty: 1027.373535
	Iteration 16Q: 3 clusters Score -4916750 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4917070.000000 Penalty: 1027.373535
	Iteration 17Q: 3 clusters Score -4917070 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4917398.500000 Penalty: 1027.373535
	Iteration 18Q: 3 clusters Score -4917398 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4917778.500000 Penalty: 1027.373535
	Iteration 19Q: 3 clusters Score -4917778 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4918147.500000 Penalty: 1027.373535
	Iteration 20F: 3 clusters Score -4918148 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4918462.500000 Penalty: 1027.373535
	Iteration 21Q: 3 clusters Score -4918462 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4918814.500000 Penalty: 1027.373535
	Iteration 22Q: 3 clusters Score -4918814 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4919130.000000 Penalty: 1027.373535
	Iteration 23Q: 3 clusters Score -4919130 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4919503.000000 Penalty: 1027.373535
	Iteration 24Q: 3 clusters Score -4919503 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4919879.500000 Penalty: 1027.373535
	Iteration 25Q: 3 clusters Score -4919880 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4920275.500000 Penalty: 1027.373535
	Iteration 26Q: 3 clusters Score -4920276 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4920634.000000 Penalty: 1027.373535
	Iteration 27Q: 3 clusters Score -4920634 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4921031.000000 Penalty: 1027.373535
	Iteration 28Q: 3 clusters Score -4921031 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4921402.000000 Penalty: 1027.373535
	Iteration 29Q: 3 clusters Score -4921402 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -4921760.000000 Penalty: 1027.373535
	Iteration 30Q: 3 clusters Score -4921760 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4922051.000000 Penalty: 1027.373535
	Iteration 31Q: 3 clusters Score -4922051 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4922353.000000 Penalty: 1027.373535
	Iteration 32Q: 3 clusters Score -4922353 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4922614.000000 Penalty: 1027.373535
	Iteration 33Q: 3 clusters Score -4922614 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4922842.500000 Penalty: 1027.373535
	Iteration 34Q: 3 clusters Score -4922842 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4923021.000000 Penalty: 1027.373535
	Iteration 35Q: 3 clusters Score -4923021 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4923173.500000 Penalty: 1027.373535
	Iteration 36Q: 3 clusters Score -4923174 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4923293.500000 Penalty: 1027.373535
	Iteration 37Q: 3 clusters Score -4923294 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4923409.500000 Penalty: 1027.373535
	Iteration 38Q: 3 clusters Score -4923410 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4923507.500000 Penalty: 1027.373535
	Iteration 39Q: 3 clusters Score -4923508 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4923561.500000 Penalty: 1027.373535
	Iteration 40F: 3 clusters Score -4923562 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4923629.000000 Penalty: 1027.373535
	Iteration 41Q: 3 clusters Score -4923629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4923698.000000 Penalty: 1027.373535
	Iteration 42Q: 3 clusters Score -4923698 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4923738.500000 Penalty: 1027.373535
	Iteration 43Q: 3 clusters Score -4923738 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4923759.500000 Penalty: 1027.373535
	Iteration 44Q: 3 clusters Score -4923760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4923793.500000 Penalty: 1027.373535
	Iteration 45Q: 3 clusters Score -4923794 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4923834.500000 Penalty: 1027.373535
	Iteration 46Q: 3 clusters Score -4923834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4923853.000000 Penalty: 1027.373535
	Iteration 47Q: 3 clusters Score -4923853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4923866.500000 Penalty: 1027.373535
	Iteration 48Q: 3 clusters Score -4923866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4923882.500000 Penalty: 1027.373535
	Iteration 49Q: 3 clusters Score -4923882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4923912.000000 Penalty: 1027.373535
	Iteration 50Q: 3 clusters Score -4923912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4923931.500000 Penalty: 1027.373535
	Iteration 51Q: 3 clusters Score -4923932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4923935.500000 Penalty: 1027.373535
	Iteration 52Q: 3 clusters Score -4923936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4923950.000000 Penalty: 1027.373535
	Iteration 53Q: 3 clusters Score -4923950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4923947.000000 Penalty: 1027.373535
	Iteration 54Q: 3 clusters Score -4923947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4923950.500000 Penalty: 1027.373535
	Iteration 55Q: 3 clusters Score -4923950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4923949.000000 Penalty: 1027.373535
	Iteration 56Q: 3 clusters Score -4923949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4923960.500000 Penalty: 1027.373535
	Iteration 57Q: 3 clusters Score -4923960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4923969.500000 Penalty: 1027.373535
	Iteration 58Q: 3 clusters Score -4923970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4923981.000000 Penalty: 1027.373535
	Iteration 59Q: 3 clusters Score -4923981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4923982.000000 Penalty: 1027.373535
	Iteration 60F: 3 clusters Score -4923982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4923996.000000 Penalty: 1027.373535
	Iteration 61Q: 3 clusters Score -4923996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4923999.500000 Penalty: 1027.373535
	Iteration 62Q: 3 clusters Score -4924000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4923998.500000 Penalty: 1027.373535
	Iteration 63Q: 3 clusters Score -4923998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4924004.000000 Penalty: 1027.373535
	Iteration 64Q: 3 clusters Score -4924004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4924010.000000 Penalty: 1027.373535
	Iteration 65Q: 3 clusters Score -4924010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4924010.000000 Penalty: 1027.373535
	Iteration 66Q: 3 clusters Score -4924010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4924008.500000 Penalty: 1027.373535
	Iteration 67Q: 3 clusters Score -4924008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4924013.000000 Penalty: 1027.373535
	Iteration 68Q: 3 clusters Score -4924013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4924018.000000 Penalty: 1027.373535
	Iteration 69Q: 3 clusters Score -4924018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4924026.500000 Penalty: 1027.373535
	Iteration 70Q: 3 clusters Score -4924026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4924021.000000 Penalty: 1027.373535
	Iteration 71Q: 3 clusters Score -4924021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4924025.000000 Penalty: 1027.373535
	Iteration 72Q: 3 clusters Score -4924025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4924025.000000 Penalty: 1027.373535
	Iteration 73Q: 3 clusters Score -4924025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4924025.500000 Penalty: 1027.373535
	Iteration 74Q: 3 clusters Score -4924026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4924024.000000 Penalty: 1027.373535
	Iteration 75Q: 3 clusters Score -4924024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4924028.000000 Penalty: 1027.373535
	Iteration 76Q: 3 clusters Score -4924028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4924024.500000 Penalty: 1027.373535
	Iteration 77Q: 3 clusters Score -4924024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4924026.500000 Penalty: 1027.373535
	Iteration 78Q: 3 clusters Score -4924026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4924026.500000 Penalty: 1027.373535
	Iteration 79Q: 3 clusters Score -4924026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4924029.000000 Penalty: 1027.373535
	Iteration 80F: 3 clusters Score -4924029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4924033.000000 Penalty: 1027.373535
	Iteration 81Q: 3 clusters Score -4924033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4924034.500000 Penalty: 1027.373535
	Iteration 82Q: 3 clusters Score -4924034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4924036.500000 Penalty: 1027.373535
	Iteration 83Q: 3 clusters Score -4924036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4924035.500000 Penalty: 1027.373535
	Iteration 84Q: 3 clusters Score -4924036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4924035.500000 Penalty: 1027.373535
	Iteration 85Q: 3 clusters Score -4924036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4924034.500000 Penalty: 1027.373535
	Iteration 86Q: 3 clusters Score -4924034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4924033.500000 Penalty: 1027.373535
	Iteration 87Q: 3 clusters Score -4924034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4924039.000000 Penalty: 1027.373535
	Iteration 88Q: 3 clusters Score -4924039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4924039.500000 Penalty: 1027.373535
	Iteration 89Q: 3 clusters Score -4924040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4924043.000000 Penalty: 1027.373535
	Iteration 90Q: 3 clusters Score -4924043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4924044.000000 Penalty: 1027.373535
	Iteration 91Q: 3 clusters Score -4924044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4924044.000000 Penalty: 1027.373535
	Iteration 92F: 3 clusters Score -4924044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Entering Unmasked Estep 
Score: -4916873.000000 Penalty: 513.549500
	Iteration 0F: 2 clusters Score -4916873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -4863182.500000 Penalty: 1027.098999
	Iteration 0F: 3 clusters Score -4863182 nChanged 38826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4887342.500000 Penalty: 1027.098999
	Iteration 1F: 3 clusters Score -4887342 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -4889728.500000 Penalty: 1027.098999
	Iteration 2F: 3 clusters Score -4889728 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -4893697.500000 Penalty: 1027.098999
	Iteration 3F: 3 clusters Score -4893698 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -4899799.500000 Penalty: 1027.098999
	Iteration 4F: 3 clusters Score -4899800 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -4906661.000000 Penalty: 1027.098999
	Iteration 5F: 3 clusters Score -4906661 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -4910274.000000 Penalty: 1027.098999
	Iteration 6F: 3 clusters Score -4910274 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -4911621.500000 Penalty: 1027.098999
	Iteration 7Q: 3 clusters Score -4911622 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -4912403.500000 Penalty: 1027.098999
	Iteration 8Q: 3 clusters Score -4912404 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -4912917.500000 Penalty: 1027.098999
	Iteration 9Q: 3 clusters Score -4912918 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -4913237.500000 Penalty: 1027.098999
	Iteration 10Q: 3 clusters Score -4913238 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -4913490.000000 Penalty: 1027.098999
	Iteration 11Q: 3 clusters Score -4913490 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -4913648.500000 Penalty: 1027.098999
	Iteration 12Q: 3 clusters Score -4913648 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -4913762.000000 Penalty: 1027.098999
	Iteration 13Q: 3 clusters Score -4913762 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -4913848.500000 Penalty: 1027.098999
	Iteration 14Q: 3 clusters Score -4913848 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -4913912.000000 Penalty: 1027.098999
	Iteration 15Q: 3 clusters Score -4913912 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -4913992.000000 Penalty: 1027.098999
	Iteration 16Q: 3 clusters Score -4913992 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -4914043.500000 Penalty: 1027.098999
	Iteration 17Q: 3 clusters Score -4914044 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -4914084.500000 Penalty: 1027.098999
	Iteration 18Q: 3 clusters Score -4914084 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -4914132.500000 Penalty: 1027.098999
	Iteration 19Q: 3 clusters Score -4914132 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -4914190.000000 Penalty: 1027.098999
	Iteration 20F: 3 clusters Score -4914190 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -4914225.000000 Penalty: 1027.098999
	Iteration 21Q: 3 clusters Score -4914225 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -4914240.000000 Penalty: 1027.098999
	Iteration 22Q: 3 clusters Score -4914240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -4914297.000000 Penalty: 1027.098999
	Iteration 23Q: 3 clusters Score -4914297 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -4914314.500000 Penalty: 1027.098999
	Iteration 24Q: 3 clusters Score -4914314 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -4914324.000000 Penalty: 1027.098999
	Iteration 25Q: 3 clusters Score -4914324 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -4914371.500000 Penalty: 1027.098999
	Iteration 26Q: 3 clusters Score -4914372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -4914436.000000 Penalty: 1027.098999
	Iteration 27Q: 3 clusters Score -4914436 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -4914488.000000 Penalty: 1027.098999
	Iteration 28Q: 3 clusters Score -4914488 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -4914520.000000 Penalty: 1027.098999
	Iteration 29Q: 3 clusters Score -4914520 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -4914557.000000 Penalty: 1027.098999
	Iteration 30Q: 3 clusters Score -4914557 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -4914586.500000 Penalty: 1027.098999
	Iteration 31Q: 3 clusters Score -4914586 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -4914624.500000 Penalty: 1027.098999
	Iteration 32Q: 3 clusters Score -4914624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -4914649.000000 Penalty: 1027.098999
	Iteration 33Q: 3 clusters Score -4914649 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -4914677.500000 Penalty: 1027.098999
	Iteration 34Q: 3 clusters Score -4914678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -4914687.500000 Penalty: 1027.098999
	Iteration 35Q: 3 clusters Score -4914688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -4914713.000000 Penalty: 1027.098999
	Iteration 36Q: 3 clusters Score -4914713 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -4914736.500000 Penalty: 1027.098999
	Iteration 37Q: 3 clusters Score -4914736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -4914765.500000 Penalty: 1027.098999
	Iteration 38Q: 3 clusters Score -4914766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -4914789.500000 Penalty: 1027.098999
	Iteration 39Q: 3 clusters Score -4914790 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -4914817.500000 Penalty: 1027.098999
	Iteration 40F: 3 clusters Score -4914818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -4914834.000000 Penalty: 1027.098999
	Iteration 41Q: 3 clusters Score -4914834 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -4914874.500000 Penalty: 1027.098999
	Iteration 42Q: 3 clusters Score -4914874 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -4914884.500000 Penalty: 1027.098999
	Iteration 43Q: 3 clusters Score -4914884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -4914916.500000 Penalty: 1027.098999
	Iteration 44Q: 3 clusters Score -4914916 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -4914974.500000 Penalty: 1027.098999
	Iteration 45Q: 3 clusters Score -4914974 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -4915022.000000 Penalty: 1027.098999
	Iteration 46Q: 3 clusters Score -4915022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -4915059.500000 Penalty: 1027.098999
	Iteration 47Q: 3 clusters Score -4915060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -4915063.500000 Penalty: 1027.098999
	Iteration 48Q: 3 clusters Score -4915064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -4915096.000000 Penalty: 1027.098999
	Iteration 49Q: 3 clusters Score -4915096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -4915135.000000 Penalty: 1027.098999
	Iteration 50Q: 3 clusters Score -4915135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -4915151.500000 Penalty: 1027.098999
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4915166 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4915196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4915232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4915257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4915256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4915286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4915310 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4915344 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -4915374.500000 Penalty: 1027.098999
	Iteration 60F: 3 clusters Score -4915374 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4915414 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4915456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4915494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4915517 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4915538 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -4915553.500000 Penalty: 1027.098999
	Iteration 66Q: 3 clusters Score -4915554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4915568 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -4915603.500000 Penalty: 1027.098999
	Iteration 68Q: 3 clusters Score -4915604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4915629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -4915642.500000 Penalty: 1027.098999
	Iteration 70Q: 3 clusters Score -4915642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4915664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4915695 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -4915712.000000 Penalty: 1027.098999
	Iteration 73Q: 3 clusters Score -4915712 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4915753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4915776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4915812 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4915832 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4915829 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4915817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -4915825.500000 Penalty: 1027.098999
	Iteration 80F: 3 clusters Score -4915826 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -4915840.500000 Penalty: 1027.098999
	Iteration 81Q: 3 clusters Score -4915840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4915856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4915865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4915874 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4915883 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4915881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4915878 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4915888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4915891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4915893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4915896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4915899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4915900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -4915902.500000 Penalty: 1027.098999
	Iteration 94Q: 3 clusters Score -4915902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -4915900.000000 Penalty: 1027.098999
	Iteration 95Q: 3 clusters Score -4915900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 70360 members 
Entering Unmasked Estep 
Score: -4915906.000000 Penalty: 1027.098999
	Iteration 96Q: 3 clusters Score -4915906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4915906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4915906 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -4915905.000000 Penalty: 1027.098999
	Iteration 99Q: 3 clusters Score -4915905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -4915903.500000 Penalty: 1027.098999
	Iteration 100F: 3 clusters Score -4915904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -4915909.000000 Penalty: 1027.098999
	Iteration 101Q: 3 clusters Score -4915909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -4915912.000000 Penalty: 1027.098999
	Iteration 102Q: 3 clusters Score -4915912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -4915914.500000 Penalty: 1027.098999
	Iteration 103Q: 3 clusters Score -4915914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -4915920.000000 Penalty: 1027.098999
	Iteration 104Q: 3 clusters Score -4915920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -4915917.500000 Penalty: 1027.098999
	Iteration 105Q: 3 clusters Score -4915918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4915914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -4915925.500000 Penalty: 1027.098999
	Iteration 107Q: 3 clusters Score -4915926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -4915932.000000 Penalty: 1027.098999
	Iteration 108Q: 3 clusters Score -4915932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -4915930.000000 Penalty: 1027.098999
	Iteration 109Q: 3 clusters Score -4915930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -4915937.000000 Penalty: 1027.098999
	Iteration 110Q: 3 clusters Score -4915937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -4915937.500000 Penalty: 1027.098999
	Iteration 111Q: 3 clusters Score -4915938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -4915939.000000 Penalty: 1027.098999
	Iteration 112Q: 3 clusters Score -4915939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -4915936.000000 Penalty: 1027.098999
	Iteration 113Q: 3 clusters Score -4915936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -4915947.000000 Penalty: 1027.098999
	Iteration 114Q: 3 clusters Score -4915947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -4915941.000000 Penalty: 1027.098999
	Iteration 115Q: 3 clusters Score -4915941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -4915945.500000 Penalty: 1027.098999
	Iteration 116Q: 3 clusters Score -4915946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4915946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -4915955.500000 Penalty: 1027.098999
	Iteration 118Q: 3 clusters Score -4915956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -4915968.000000 Penalty: 1027.098999
	Iteration 119Q: 3 clusters Score -4915968 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -4915966.000000 Penalty: 1027.098999
	Iteration 120F: 3 clusters Score -4915966 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4915968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 70937 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4915968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -4915973.500000 Penalty: 1027.098999
	Iteration 123Q: 3 clusters Score -4915974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -4915982.500000 Penalty: 1027.098999
	Iteration 124Q: 3 clusters Score -4915982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -4915987.000000 Penalty: 1027.098999
	Iteration 125Q: 3 clusters Score -4915987 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -4915999.500000 Penalty: 1027.098999
	Iteration 126Q: 3 clusters Score -4916000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4916000 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -4916014.000000 Penalty: 1027.098999
	Iteration 128Q: 3 clusters Score -4916014 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4916014 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -4916016.000000 Penalty: 1027.098999
	Iteration 130Q: 3 clusters Score -4916016 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -4916021.500000 Penalty: 1027.098999
	Iteration 131Q: 3 clusters Score -4916022 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -4916023.500000 Penalty: 1027.098999
	Iteration 132Q: 3 clusters Score -4916024 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -4916033.000000 Penalty: 1027.098999
	Iteration 133Q: 3 clusters Score -4916033 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -4916036.000000 Penalty: 1027.098999
	Iteration 134Q: 3 clusters Score -4916036 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -4916040.500000 Penalty: 1027.098999
	Iteration 135Q: 3 clusters Score -4916040 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -4916039.500000 Penalty: 1027.098999
	Iteration 136Q: 3 clusters Score -4916040 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -4916043.000000 Penalty: 1027.098999
	Iteration 137Q: 3 clusters Score -4916043 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -4916046.000000 Penalty: 1027.098999
	Iteration 138Q: 3 clusters Score -4916046 nChanged 10
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Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4916047 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -4916048.500000 Penalty: 1027.098999
	Iteration 140F: 3 clusters Score -4916048 nChanged 7
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Mstep: Class 1 contains 8319 members 
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Entering Unmasked Estep 
Score: -4916046.500000 Penalty: 1027.098999
	Iteration 141Q: 3 clusters Score -4916046 nChanged 8
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Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -4916051.000000 Penalty: 1027.098999
	Iteration 142Q: 3 clusters Score -4916051 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -4916050.500000 Penalty: 1027.098999
	Iteration 143Q: 3 clusters Score -4916050 nChanged 6
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Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -4916056.000000 Penalty: 1027.098999
	Iteration 144Q: 3 clusters Score -4916056 nChanged 3
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Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -4916051.500000 Penalty: 1027.098999
	Iteration 145Q: 3 clusters Score -4916052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -4916053.000000 Penalty: 1027.098999
	Iteration 146Q: 3 clusters Score -4916053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -4916053.500000 Penalty: 1027.098999
	Iteration 147Q: 3 clusters Score -4916054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -4916052.500000 Penalty: 1027.098999
	Iteration 148Q: 3 clusters Score -4916052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -4916056.500000 Penalty: 1027.098999
	Iteration 149Q: 3 clusters Score -4916056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -4916057.000000 Penalty: 1027.098999
	Iteration 150Q: 3 clusters Score -4916057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -4916059.500000 Penalty: 1027.098999
	Iteration 151Q: 3 clusters Score -4916060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -4916059.000000 Penalty: 1027.098999
	Iteration 152Q: 3 clusters Score -4916059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -4916059.500000 Penalty: 1027.098999
	Iteration 153Q: 3 clusters Score -4916060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -4916058.500000 Penalty: 1027.098999
	Iteration 154Q: 3 clusters Score -4916058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -4916067.000000 Penalty: 1027.098999
	Iteration 155Q: 3 clusters Score -4916067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -4916070.000000 Penalty: 1027.098999
	Iteration 156Q: 3 clusters Score -4916070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -4916075.000000 Penalty: 1027.098999
	Iteration 157Q: 3 clusters Score -4916075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -4916071.000000 Penalty: 1027.098999
	Iteration 158Q: 3 clusters Score -4916071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -4916071.000000 Penalty: 1027.098999
	Iteration 159Q: 3 clusters Score -4916071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -4916069.500000 Penalty: 1027.098999
	Iteration 160F: 3 clusters Score -4916070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -4916068.000000 Penalty: 1027.098999
	Iteration 161Q: 3 clusters Score -4916068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -4916070.000000 Penalty: 1027.098999
	Iteration 162Q: 3 clusters Score -4916070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -4916066.000000 Penalty: 1027.098999
	Iteration 163Q: 3 clusters Score -4916066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -4916064.000000 Penalty: 1027.098999
	Iteration 164Q: 3 clusters Score -4916064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -4916066.000000 Penalty: 1027.098999
	Iteration 165Q: 3 clusters Score -4916066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -4916065.000000 Penalty: 1027.098999
	Iteration 166Q: 3 clusters Score -4916065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -4916067.000000 Penalty: 1027.098999
	Iteration 167Q: 3 clusters Score -4916067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -4916066.500000 Penalty: 1027.098999
	Iteration 168Q: 3 clusters Score -4916066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -4916067.000000 Penalty: 1027.098999
	Iteration 169Q: 3 clusters Score -4916067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -4916068.500000 Penalty: 1027.098999
	Iteration 170Q: 3 clusters Score -4916068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -4916065.000000 Penalty: 1027.098999
	Iteration 171Q: 3 clusters Score -4916065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -4916067.500000 Penalty: 1027.098999
	Iteration 172Q: 3 clusters Score -4916068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -4916066.500000 Penalty: 1027.098999
	Iteration 173Q: 3 clusters Score -4916066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -4916066.000000 Penalty: 1027.098999
	Iteration 174Q: 3 clusters Score -4916066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -4916068.500000 Penalty: 1027.098999
	Iteration 175Q: 3 clusters Score -4916068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -4916066.500000 Penalty: 1027.098999
	Iteration 176Q: 3 clusters Score -4916066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -4916069.000000 Penalty: 1027.098999
	Iteration 177Q: 3 clusters Score -4916069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -4916069.500000 Penalty: 1027.098999
	Iteration 178Q: 3 clusters Score -4916070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -4916069.500000 Penalty: 1027.098999
	Iteration 179Q: 3 clusters Score -4916070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -4916069.500000 Penalty: 1027.098999
	Iteration 180F: 3 clusters Score -4916070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -23022.896484 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -23022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22616.638672 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -22616.64 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22867.365234 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -22867.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23106.220703 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -23106.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23176.896484 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -23176.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23206.851562 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -23206.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23213.986328 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -23213.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23217.306641 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -23217.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23217.306641 Penalty: 547.248108
	Iteration 7F: 3 clusters Score -23217.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 150 members 
Entering Unmasked Estep 
Score: -53296208.000000 Penalty: 40541.507812
Splitting cluster 8 changes total score from -53296316.000000 to -53296208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (82499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Entering Unmasked Estep 
Score: -5085955.500000 Penalty: 515.084656
	Iteration 0F: 2 clusters Score -5085956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5030441.500000 Penalty: 1030.169312
	Iteration 0F: 3 clusters Score -5030442 nChanged 40252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -5056917.000000 Penalty: 1030.169312
	Iteration 1F: 3 clusters Score -5056917 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5060144.500000 Penalty: 1030.169312
	Iteration 2F: 3 clusters Score -5060144 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -5065670.500000 Penalty: 1030.169312
	Iteration 3F: 3 clusters Score -5065670 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -5072422.000000 Penalty: 1030.169312
	Iteration 4F: 3 clusters Score -5072422 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5076342.500000 Penalty: 1030.169312
	Iteration 5F: 3 clusters Score -5076342 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -5077624.000000 Penalty: 1030.169312
	Iteration 6Q: 3 clusters Score -5077624 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -5078312.500000 Penalty: 1030.169312
	Iteration 7Q: 3 clusters Score -5078312 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -5078937.000000 Penalty: 1030.169312
	Iteration 8Q: 3 clusters Score -5078937 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5079421.500000 Penalty: 1030.169312
	Iteration 9Q: 3 clusters Score -5079422 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5079822.500000 Penalty: 1030.169312
	Iteration 10Q: 3 clusters Score -5079822 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5080056.500000 Penalty: 1030.169312
	Iteration 11Q: 3 clusters Score -5080056 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -5080222.500000 Penalty: 1030.169312
	Iteration 12Q: 3 clusters Score -5080222 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -5080403.500000 Penalty: 1030.169312
	Iteration 13Q: 3 clusters Score -5080404 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5080531.000000 Penalty: 1030.169312
	Iteration 14Q: 3 clusters Score -5080531 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5080601.000000 Penalty: 1030.169312
	Iteration 15Q: 3 clusters Score -5080601 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5080692.500000 Penalty: 1030.169312
	Iteration 16Q: 3 clusters Score -5080692 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5080745.000000 Penalty: 1030.169312
	Iteration 17Q: 3 clusters Score -5080745 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -5080743.500000 Penalty: 1030.169312
	Iteration 18Q: 3 clusters Score -5080744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5080770.000000 Penalty: 1030.169312
	Iteration 19Q: 3 clusters Score -5080770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5080785.500000 Penalty: 1030.169312
	Iteration 20F: 3 clusters Score -5080786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5080801.500000 Penalty: 1030.169312
	Iteration 21Q: 3 clusters Score -5080802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5080807.500000 Penalty: 1030.169312
	Iteration 22Q: 3 clusters Score -5080808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -5080815.000000 Penalty: 1030.169312
	Iteration 23Q: 3 clusters Score -5080815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -5080837.000000 Penalty: 1030.169312
	Iteration 24Q: 3 clusters Score -5080837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -5080863.000000 Penalty: 1030.169312
	Iteration 25Q: 3 clusters Score -5080863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -5080863.000000 Penalty: 1030.169312
	Iteration 26Q: 3 clusters Score -5080863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -5080871.500000 Penalty: 1030.169312
	Iteration 27Q: 3 clusters Score -5080872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5080884.000000 Penalty: 1030.169312
	Iteration 28Q: 3 clusters Score -5080884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5080884.000000 Penalty: 1030.169312
	Iteration 29Q: 3 clusters Score -5080884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5080887.000000 Penalty: 1030.169312
	Iteration 30Q: 3 clusters Score -5080887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -5080897.000000 Penalty: 1030.169312
	Iteration 31Q: 3 clusters Score -5080897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -5080903.500000 Penalty: 1030.169312
	Iteration 32Q: 3 clusters Score -5080904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -5080889.500000 Penalty: 1030.169312
	Iteration 33Q: 3 clusters Score -5080890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -5080895.000000 Penalty: 1030.169312
	Iteration 34Q: 3 clusters Score -5080895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5080892.500000 Penalty: 1030.169312
	Iteration 35Q: 3 clusters Score -5080892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5080892.000000 Penalty: 1030.169312
	Iteration 36Q: 3 clusters Score -5080892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5080906.500000 Penalty: 1030.169312
	Iteration 37Q: 3 clusters Score -5080906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5080926.500000 Penalty: 1030.169312
	Iteration 38Q: 3 clusters Score -5080926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5080936.000000 Penalty: 1030.169312
	Iteration 39Q: 3 clusters Score -5080936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -5080940.000000 Penalty: 1030.169312
	Iteration 40F: 3 clusters Score -5080940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5080947.000000 Penalty: 1030.169312
	Iteration 41Q: 3 clusters Score -5080947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -5080954.500000 Penalty: 1030.169312
	Iteration 42Q: 3 clusters Score -5080954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5080954.000000 Penalty: 1030.169312
	Iteration 43Q: 3 clusters Score -5080954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -5080967.500000 Penalty: 1030.169312
	Iteration 44Q: 3 clusters Score -5080968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -5080976.000000 Penalty: 1030.169312
	Iteration 45Q: 3 clusters Score -5080976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -5080980.000000 Penalty: 1030.169312
	Iteration 46Q: 3 clusters Score -5080980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5080983.500000 Penalty: 1030.169312
	Iteration 47Q: 3 clusters Score -5080984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -5080980.500000 Penalty: 1030.169312
	Iteration 48Q: 3 clusters Score -5080980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -5080988.500000 Penalty: 1030.169312
	Iteration 49Q: 3 clusters Score -5080988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -5080991.000000 Penalty: 1030.169312
	Iteration 50Q: 3 clusters Score -5080991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5080993.500000 Penalty: 1030.169312
	Iteration 51Q: 3 clusters Score -5080994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5080989.500000 Penalty: 1030.169312
	Iteration 52Q: 3 clusters Score -5080990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5080996.500000 Penalty: 1030.169312
	Iteration 53Q: 3 clusters Score -5080996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -5080993.500000 Penalty: 1030.169312
	Iteration 54Q: 3 clusters Score -5080994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -5080998.000000 Penalty: 1030.169312
	Iteration 55Q: 3 clusters Score -5080998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -5081000.500000 Penalty: 1030.169312
	Iteration 56Q: 3 clusters Score -5081000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -5080998.500000 Penalty: 1030.169312
	Iteration 57Q: 3 clusters Score -5080998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5080993.000000 Penalty: 1030.169312
	Iteration 58Q: 3 clusters Score -5080993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -5080993.500000 Penalty: 1030.169312
	Iteration 59Q: 3 clusters Score -5080994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -5080988.000000 Penalty: 1030.169312
	Iteration 60F: 3 clusters Score -5080988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5080990.000000 Penalty: 1030.169312
	Iteration 61Q: 3 clusters Score -5080990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -5080992.000000 Penalty: 1030.169312
	Iteration 62Q: 3 clusters Score -5080992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -5080995.500000 Penalty: 1030.169312
	Iteration 63Q: 3 clusters Score -5080996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -5080994.500000 Penalty: 1030.169312
	Iteration 64Q: 3 clusters Score -5080994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -5080994.500000 Penalty: 1030.169312
	Iteration 65Q: 3 clusters Score -5080994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -5080994.500000 Penalty: 1030.169312
	Iteration 66F: 3 clusters Score -5080994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -56169.496094 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -56169.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55455.417969 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -55455.42 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -55861.125000 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -55861.12 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -55988.839844 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -55988.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -56060.214844 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -56060.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -56113.472656 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -56113.47 nChanged 27
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: -56149.835938 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -56149.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56166.941406 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -56166.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -56179.867188 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -56179.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56190.277344 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -56190.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56200.523438 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -56200.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -56208.351562 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -56208.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56213.074219 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -56213.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56219.289062 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -56219.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56223.539062 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -56223.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56227.652344 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -56227.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -56231.285156 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -56231.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -56233.218750 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -56233.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -56233.992188 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -56233.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -56235.035156 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -56235.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56235.234375 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -56235.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56235.234375 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -56235.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 347 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 546 members 
Entering Unmasked Estep 
Score: -53296156.000000 Penalty: 40541.507812
Splitting cluster 10 changes total score from -53296316.000000 to -53296156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (87507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Entering Unmasked Estep 
Score: -5472865.500000 Penalty: 517.766052
	Iteration 0F: 2 clusters Score -5472866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5417418.500000 Penalty: 1035.532104
	Iteration 0F: 3 clusters Score -5417418 nChanged 42712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5444731.500000 Penalty: 1035.532104
	Iteration 1F: 3 clusters Score -5444732 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5447626.000000 Penalty: 1035.532104
	Iteration 2F: 3 clusters Score -5447626 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5452091.500000 Penalty: 1035.532104
	Iteration 3F: 3 clusters Score -5452092 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5457919.500000 Penalty: 1035.532104
	Iteration 4F: 3 clusters Score -5457920 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -5462360.000000 Penalty: 1035.532104
	Iteration 5F: 3 clusters Score -5462360 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5463985.000000 Penalty: 1035.532104
	Iteration 6Q: 3 clusters Score -5463985 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5464470.500000 Penalty: 1035.532104
	Iteration 7Q: 3 clusters Score -5464470 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5464706.000000 Penalty: 1035.532104
	Iteration 8Q: 3 clusters Score -5464706 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5464922.000000 Penalty: 1035.532104
	Iteration 9Q: 3 clusters Score -5464922 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -5465108.500000 Penalty: 1035.532104
	Iteration 10Q: 3 clusters Score -5465108 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -5465259.500000 Penalty: 1035.532104
	Iteration 11Q: 3 clusters Score -5465260 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5465432.000000 Penalty: 1035.532104
	Iteration 12Q: 3 clusters Score -5465432 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5465500.000000 Penalty: 1035.532104
	Iteration 13Q: 3 clusters Score -5465500 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -5465594.000000 Penalty: 1035.532104
	Iteration 14Q: 3 clusters Score -5465594 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5465700.000000 Penalty: 1035.532104
	Iteration 15Q: 3 clusters Score -5465700 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -5465819.000000 Penalty: 1035.532104
	Iteration 16Q: 3 clusters Score -5465819 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -5465927.000000 Penalty: 1035.532104
	Iteration 17Q: 3 clusters Score -5465927 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -5466093.500000 Penalty: 1035.532104
	Iteration 18Q: 3 clusters Score -5466094 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5466245.500000 Penalty: 1035.532104
	Iteration 19Q: 3 clusters Score -5466246 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5466317.000000 Penalty: 1035.532104
	Iteration 20F: 3 clusters Score -5466317 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5466399.000000 Penalty: 1035.532104
	Iteration 21Q: 3 clusters Score -5466399 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -5466482.000000 Penalty: 1035.532104
	Iteration 22Q: 3 clusters Score -5466482 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -5466558.500000 Penalty: 1035.532104
	Iteration 23Q: 3 clusters Score -5466558 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -5466611.500000 Penalty: 1035.532104
	Iteration 24Q: 3 clusters Score -5466612 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -5466670.000000 Penalty: 1035.532104
	Iteration 25Q: 3 clusters Score -5466670 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -5466744.500000 Penalty: 1035.532104
	Iteration 26Q: 3 clusters Score -5466744 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5466775.000000 Penalty: 1035.532104
	Iteration 27Q: 3 clusters Score -5466775 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -5466840.000000 Penalty: 1035.532104
	Iteration 28Q: 3 clusters Score -5466840 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -5466893.500000 Penalty: 1035.532104
	Iteration 29Q: 3 clusters Score -5466894 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5466957.000000 Penalty: 1035.532104
	Iteration 30Q: 3 clusters Score -5466957 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -5467023.000000 Penalty: 1035.532104
	Iteration 31Q: 3 clusters Score -5467023 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5467133.500000 Penalty: 1035.532104
	Iteration 32Q: 3 clusters Score -5467134 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -5467229.000000 Penalty: 1035.532104
	Iteration 33Q: 3 clusters Score -5467229 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5467335.000000 Penalty: 1035.532104
	Iteration 34Q: 3 clusters Score -5467335 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5467410.500000 Penalty: 1035.532104
	Iteration 35Q: 3 clusters Score -5467410 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5467549.000000 Penalty: 1035.532104
	Iteration 36Q: 3 clusters Score -5467549 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -5467684.500000 Penalty: 1035.532104
	Iteration 37Q: 3 clusters Score -5467684 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5467867.000000 Penalty: 1035.532104
	Iteration 38Q: 3 clusters Score -5467867 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5468013.000000 Penalty: 1035.532104
	Iteration 39Q: 3 clusters Score -5468013 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -5468170.500000 Penalty: 1035.532104
	Iteration 40F: 3 clusters Score -5468170 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5468381.000000 Penalty: 1035.532104
	Iteration 41Q: 3 clusters Score -5468381 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5468549.000000 Penalty: 1035.532104
	Iteration 42Q: 3 clusters Score -5468549 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5468804.000000 Penalty: 1035.532104
	Iteration 43Q: 3 clusters Score -5468804 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5469121.000000 Penalty: 1035.532104
	Iteration 44Q: 3 clusters Score -5469121 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5469426.500000 Penalty: 1035.532104
	Iteration 45Q: 3 clusters Score -5469426 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5469776.000000 Penalty: 1035.532104
	Iteration 46Q: 3 clusters Score -5469776 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5470204.000000 Penalty: 1035.532104
	Iteration 47Q: 3 clusters Score -5470204 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5470793.000000 Penalty: 1035.532104
	Iteration 48Q: 3 clusters Score -5470793 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -5471258.500000 Penalty: 1035.532104
	Iteration 49Q: 3 clusters Score -5471258 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -5471645.500000 Penalty: 1035.532104
	Iteration 50Q: 3 clusters Score -5471646 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5471889 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -5472093.000000 Penalty: 1035.532104
	Iteration 52Q: 3 clusters Score -5472093 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -5472223.000000 Penalty: 1035.532104
	Iteration 53Q: 3 clusters Score -5472223 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5472303.500000 Penalty: 1035.532104
	Iteration 54Q: 3 clusters Score -5472304 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5472386.000000 Penalty: 1035.532104
	Iteration 55Q: 3 clusters Score -5472386 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5472414.500000 Penalty: 1035.532104
	Iteration 56Q: 3 clusters Score -5472414 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5472451.000000 Penalty: 1035.532104
	Iteration 57Q: 3 clusters Score -5472451 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84370 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5472485.500000 Penalty: 1035.532104
	Iteration 58Q: 3 clusters Score -5472486 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5472467.000000 Penalty: 1035.532104
	Iteration 59Q: 3 clusters Score -5472467 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5472493.000000 Penalty: 1035.532104
	Iteration 60F: 3 clusters Score -5472493 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5472546.500000 Penalty: 1035.532104
	Iteration 61Q: 3 clusters Score -5472546 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5472560.500000 Penalty: 1035.532104
	Iteration 62Q: 3 clusters Score -5472560 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5472581.000000 Penalty: 1035.532104
	Iteration 63Q: 3 clusters Score -5472581 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5472561.000000 Penalty: 1035.532104
	Iteration 64Q: 3 clusters Score -5472561 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5472578.000000 Penalty: 1035.532104
	Iteration 65Q: 3 clusters Score -5472578 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5472575.000000 Penalty: 1035.532104
	Iteration 66Q: 3 clusters Score -5472575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5472573.500000 Penalty: 1035.532104
	Iteration 67Q: 3 clusters Score -5472574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5472573.500000 Penalty: 1035.532104
	Iteration 68Q: 3 clusters Score -5472574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5472581.500000 Penalty: 1035.532104
	Iteration 69Q: 3 clusters Score -5472582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5472579.500000 Penalty: 1035.532104
	Iteration 70Q: 3 clusters Score -5472580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5472578.500000 Penalty: 1035.532104
	Iteration 71Q: 3 clusters Score -5472578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5472589.000000 Penalty: 1035.532104
	Iteration 72Q: 3 clusters Score -5472589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5472588.000000 Penalty: 1035.532104
	Iteration 73Q: 3 clusters Score -5472588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5472585.500000 Penalty: 1035.532104
	Iteration 74Q: 3 clusters Score -5472586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5472579.000000 Penalty: 1035.532104
	Iteration 75Q: 3 clusters Score -5472579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5472580.500000 Penalty: 1035.532104
	Iteration 76Q: 3 clusters Score -5472580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5472578.500000 Penalty: 1035.532104
	Iteration 77Q: 3 clusters Score -5472578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5472578.000000 Penalty: 1035.532104
	Iteration 78Q: 3 clusters Score -5472578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5472574.500000 Penalty: 1035.532104
	Iteration 79Q: 3 clusters Score -5472574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5472576.000000 Penalty: 1035.532104
	Iteration 80F: 3 clusters Score -5472576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5472575.000000 Penalty: 1035.532104
	Iteration 81Q: 3 clusters Score -5472575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5472574.500000 Penalty: 1035.532104
	Iteration 82Q: 3 clusters Score -5472574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5472589.500000 Penalty: 1035.532104
	Iteration 83Q: 3 clusters Score -5472590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5472593.500000 Penalty: 1035.532104
	Iteration 84Q: 3 clusters Score -5472594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5472584.000000 Penalty: 1035.532104
	Iteration 85Q: 3 clusters Score -5472584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5472592.000000 Penalty: 1035.532104
	Iteration 86Q: 3 clusters Score -5472592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5472595.500000 Penalty: 1035.532104
	Iteration 87Q: 3 clusters Score -5472596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5472596.500000 Penalty: 1035.532104
	Iteration 88Q: 3 clusters Score -5472596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5472599.000000 Penalty: 1035.532104
	Iteration 89Q: 3 clusters Score -5472599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5472592.500000 Penalty: 1035.532104
	Iteration 90Q: 3 clusters Score -5472592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5472591.500000 Penalty: 1035.532104
	Iteration 91Q: 3 clusters Score -5472592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5472592.000000 Penalty: 1035.532104
	Iteration 92Q: 3 clusters Score -5472592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5472589.500000 Penalty: 1035.532104
	Iteration 93Q: 3 clusters Score -5472590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5472586.000000 Penalty: 1035.532104
	Iteration 94Q: 3 clusters Score -5472586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5472589.000000 Penalty: 1035.532104
	Iteration 95Q: 3 clusters Score -5472589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5472584.500000 Penalty: 1035.532104
	Iteration 96Q: 3 clusters Score -5472584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5472582.500000 Penalty: 1035.532104
	Iteration 97Q: 3 clusters Score -5472582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5472584.500000 Penalty: 1035.532104
	Iteration 98Q: 3 clusters Score -5472584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5472586.000000 Penalty: 1035.532104
	Iteration 99Q: 3 clusters Score -5472586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5472582.000000 Penalty: 1035.532104
	Iteration 100F: 3 clusters Score -5472582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5472586.000000 Penalty: 1035.532104
	Iteration 101Q: 3 clusters Score -5472586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5472585.500000 Penalty: 1035.532104
	Iteration 102Q: 3 clusters Score -5472586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5472585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5472585.000000 Penalty: 1035.532104
	Iteration 104F: 3 clusters Score -5472585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -89436.234375 Penalty: 333.174225
	Iteration 0F: 2 clusters Score -89436.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -88303.742188 Penalty: 666.348450
	Iteration 0F: 3 clusters Score -88303.74 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88720.375000 Penalty: 666.348450
	Iteration 1F: 3 clusters Score -88720.38 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -88851.695312 Penalty: 666.348450
	Iteration 2F: 3 clusters Score -88851.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -88986.117188 Penalty: 666.348450
	Iteration 3F: 3 clusters Score -88986.12 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -89125.234375 Penalty: 666.348450
	Iteration 4F: 3 clusters Score -89125.23 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -89227.921875 Penalty: 666.348450
	Iteration 5F: 3 clusters Score -89227.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89299.687500 Penalty: 666.348450
	Iteration 6F: 3 clusters Score -89299.69 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -89356.476562 Penalty: 666.348450
	Iteration 7Q: 3 clusters Score -89356.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -89378.117188 Penalty: 666.348450
	Iteration 8Q: 3 clusters Score -89378.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -89392.601562 Penalty: 666.348450
	Iteration 9Q: 3 clusters Score -89392.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -89403.914062 Penalty: 666.348450
	Iteration 10Q: 3 clusters Score -89403.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -89410.929688 Penalty: 666.348450
	Iteration 11Q: 3 clusters Score -89410.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89413.515625 Penalty: 666.348450
	Iteration 12Q: 3 clusters Score -89413.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -89416.093750 Penalty: 666.348450
	Iteration 13Q: 3 clusters Score -89416.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -89419.882812 Penalty: 666.348450
	Iteration 14Q: 3 clusters Score -89419.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -89421.242188 Penalty: 666.348450
	Iteration 15Q: 3 clusters Score -89421.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -89422.914062 Penalty: 666.348450
	Iteration 16Q: 3 clusters Score -89422.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -89424.218750 Penalty: 666.348450
	Iteration 17Q: 3 clusters Score -89424.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89424.859375 Penalty: 666.348450
	Iteration 18Q: 3 clusters Score -89424.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -89425.710938 Penalty: 666.348450
	Iteration 19Q: 3 clusters Score -89425.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -89426.070312 Penalty: 666.348450
	Iteration 20F: 3 clusters Score -89426.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -89426.226562 Penalty: 666.348450
	Iteration 21Q: 3 clusters Score -89426.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89426.359375 Penalty: 666.348450
	Iteration 22Q: 3 clusters Score -89426.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -89426.398438 Penalty: 666.348450
	Iteration 23Q: 3 clusters Score -89426.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -89426.398438 Penalty: 666.348450
	Iteration 24F: 3 clusters Score -89426.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (86477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Entering Unmasked Estep 
Score: -5403104.000000 Penalty: 517.227356
	Iteration 0F: 2 clusters Score -5403104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5346977.000000 Penalty: 1034.454712
	Iteration 0F: 3 clusters Score -5346977 nChanged 42226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5372391.500000 Penalty: 1034.454712
	Iteration 1F: 3 clusters Score -5372392 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5373619.500000 Penalty: 1034.454712
	Iteration 2Q: 3 clusters Score -5373620 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5375549.500000 Penalty: 1034.454712
	Iteration 3Q: 3 clusters Score -5375550 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -5378830.000000 Penalty: 1034.454712
	Iteration 4F: 3 clusters Score -5378830 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5383630.500000 Penalty: 1034.454712
	Iteration 5F: 3 clusters Score -5383630 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5389106.000000 Penalty: 1034.454712
	Iteration 6F: 3 clusters Score -5389106 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5393877.000000 Penalty: 1034.454712
	Iteration 7F: 3 clusters Score -5393877 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5396951.000000 Penalty: 1034.454712
	Iteration 8Q: 3 clusters Score -5396951 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5398906.000000 Penalty: 1034.454712
	Iteration 9Q: 3 clusters Score -5398906 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -5400162.000000 Penalty: 1034.454712
	Iteration 10Q: 3 clusters Score -5400162 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5400980.000000 Penalty: 1034.454712
	Iteration 11Q: 3 clusters Score -5400980 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -5401554.000000 Penalty: 1034.454712
	Iteration 12Q: 3 clusters Score -5401554 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5402021.000000 Penalty: 1034.454712
	Iteration 13Q: 3 clusters Score -5402021 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5402307.000000 Penalty: 1034.454712
	Iteration 14Q: 3 clusters Score -5402307 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5402526.500000 Penalty: 1034.454712
	Iteration 15Q: 3 clusters Score -5402526 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5402597.500000 Penalty: 1034.454712
	Iteration 16Q: 3 clusters Score -5402598 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5402687.000000 Penalty: 1034.454712
	Iteration 17Q: 3 clusters Score -5402687 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5402715.500000 Penalty: 1034.454712
	Iteration 18Q: 3 clusters Score -5402716 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5402742.500000 Penalty: 1034.454712
	Iteration 19Q: 3 clusters Score -5402742 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5402751.000000 Penalty: 1034.454712
	Iteration 20F: 3 clusters Score -5402751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5402775.500000 Penalty: 1034.454712
	Iteration 21Q: 3 clusters Score -5402776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5402796.000000 Penalty: 1034.454712
	Iteration 22Q: 3 clusters Score -5402796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5402807.500000 Penalty: 1034.454712
	Iteration 23Q: 3 clusters Score -5402808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5402806.000000 Penalty: 1034.454712
	Iteration 24Q: 3 clusters Score -5402806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5402818.000000 Penalty: 1034.454712
	Iteration 25Q: 3 clusters Score -5402818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5402824.500000 Penalty: 1034.454712
	Iteration 26Q: 3 clusters Score -5402824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5402830.500000 Penalty: 1034.454712
	Iteration 27Q: 3 clusters Score -5402830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5402829.000000 Penalty: 1034.454712
	Iteration 28Q: 3 clusters Score -5402829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5402829.500000 Penalty: 1034.454712
	Iteration 29Q: 3 clusters Score -5402830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5402829.000000 Penalty: 1034.454712
	Iteration 30Q: 3 clusters Score -5402829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5402830.000000 Penalty: 1034.454712
	Iteration 31Q: 3 clusters Score -5402830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5402834.500000 Penalty: 1034.454712
	Iteration 32Q: 3 clusters Score -5402834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5402838.000000 Penalty: 1034.454712
	Iteration 33Q: 3 clusters Score -5402838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5402835.500000 Penalty: 1034.454712
	Iteration 34Q: 3 clusters Score -5402836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5402834.500000 Penalty: 1034.454712
	Iteration 35Q: 3 clusters Score -5402834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5402842.500000 Penalty: 1034.454712
	Iteration 36Q: 3 clusters Score -5402842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5402837.000000 Penalty: 1034.454712
	Iteration 37Q: 3 clusters Score -5402837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5402837.500000 Penalty: 1034.454712
	Iteration 38Q: 3 clusters Score -5402838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5402840.000000 Penalty: 1034.454712
	Iteration 39Q: 3 clusters Score -5402840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5402839.500000 Penalty: 1034.454712
	Iteration 40F: 3 clusters Score -5402840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5402838.000000 Penalty: 1034.454712
	Iteration 41Q: 3 clusters Score -5402838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5402839.500000 Penalty: 1034.454712
	Iteration 42Q: 3 clusters Score -5402840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5402839.500000 Penalty: 1034.454712
	Iteration 43F: 3 clusters Score -5402840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Entering Unmasked Estep 
Score: -5297914.500000 Penalty: 516.268127
	Iteration 0F: 2 clusters Score -5297914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5240923.000000 Penalty: 1032.536255
	Iteration 0F: 3 clusters Score -5240923 nChanged 41328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -5266467.000000 Penalty: 1032.536255
	Iteration 1F: 3 clusters Score -5266467 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -5268442.500000 Penalty: 1032.536255
	Iteration 2F: 3 clusters Score -5268442 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5272398.000000 Penalty: 1032.536255
	Iteration 3F: 3 clusters Score -5272398 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -5278618.500000 Penalty: 1032.536255
	Iteration 4F: 3 clusters Score -5278618 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5288192.000000 Penalty: 1032.536255
	Iteration 5F: 3 clusters Score -5288192 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5295373.000000 Penalty: 1032.536255
	Iteration 6F: 3 clusters Score -5295373 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5297083.000000 Penalty: 1032.536255
	Iteration 7Q: 3 clusters Score -5297083 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5297378.000000 Penalty: 1032.536255
	Iteration 8Q: 3 clusters Score -5297378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5297432.500000 Penalty: 1032.536255
	Iteration 9Q: 3 clusters Score -5297432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5297456.500000 Penalty: 1032.536255
	Iteration 10Q: 3 clusters Score -5297456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5297456.500000 Penalty: 1032.536255
	Iteration 11Q: 3 clusters Score -5297456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5297456.500000 Penalty: 1032.536255
	Iteration 12F: 3 clusters Score -5297456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -26549.248047 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -26549.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26114.333984 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -26114.33 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26277.730469 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -26277.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26329.171875 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -26329.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26364.923828 Penalty: 549.663147
	Iteration 3F: 3 clusters Score -26364.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26389.697266 Penalty: 549.663147
	Iteration 4Q: 3 clusters Score -26389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26400.160156 Penalty: 549.663147
	Iteration 5Q: 3 clusters Score -26400.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26411.542969 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -26411.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26413.578125 Penalty: 549.663147
	Iteration 7Q: 3 clusters Score -26413.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26413.841797 Penalty: 549.663147
	Iteration 8Q: 3 clusters Score -26413.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26413.841797 Penalty: 549.663147
	Iteration 9F: 3 clusters Score -26413.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -136643.187500 Penalty: 348.855682
	Iteration 0F: 2 clusters Score -136643.2 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 1069 members 
Entering Unmasked Estep 
Score: -135095.437500 Penalty: 697.711365
	Iteration 0F: 3 clusters Score -135095.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -135574.171875 Penalty: 697.711365
	Iteration 1F: 3 clusters Score -135574.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -135621.125000 Penalty: 697.711365
	Iteration 2F: 3 clusters Score -135621.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -135660.796875 Penalty: 697.711365
	Iteration 3Q: 3 clusters Score -135660.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -135694.156250 Penalty: 697.711365
	Iteration 4Q: 3 clusters Score -135694.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -135721.171875 Penalty: 697.711365
	Iteration 5Q: 3 clusters Score -135721.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -135750.390625 Penalty: 697.711365
	Iteration 6Q: 3 clusters Score -135750.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -135783.296875 Penalty: 697.711365
	Iteration 7Q: 3 clusters Score -135783.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -135816.171875 Penalty: 697.711365
	Iteration 8Q: 3 clusters Score -135816.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -135859.656250 Penalty: 697.711365
	Iteration 9Q: 3 clusters Score -135859.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -135902.265625 Penalty: 697.711365
	Iteration 10Q: 3 clusters Score -135902.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -135946.890625 Penalty: 697.711365
	Iteration 11Q: 3 clusters Score -135946.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -135991.703125 Penalty: 697.711365
	Iteration 12Q: 3 clusters Score -135991.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -136021.765625 Penalty: 697.711365
	Iteration 13Q: 3 clusters Score -136021.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -136055.375000 Penalty: 697.711365
	Iteration 14Q: 3 clusters Score -136055.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -136089.781250 Penalty: 697.711365
	Iteration 15Q: 3 clusters Score -136089.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -136109.828125 Penalty: 697.711365
	Iteration 16Q: 3 clusters Score -136109.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -136130.796875 Penalty: 697.711365
	Iteration 17Q: 3 clusters Score -136130.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -136147.015625 Penalty: 697.711365
	Iteration 18Q: 3 clusters Score -136147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -136157.218750 Penalty: 697.711365
	Iteration 19Q: 3 clusters Score -136157.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -136167.328125 Penalty: 697.711365
	Iteration 20F: 3 clusters Score -136167.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -136178.859375 Penalty: 697.711365
	Iteration 21Q: 3 clusters Score -136178.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -136192.437500 Penalty: 697.711365
	Iteration 22Q: 3 clusters Score -136192.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -136210.265625 Penalty: 697.711365
	Iteration 23Q: 3 clusters Score -136210.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -136232.062500 Penalty: 697.711365
	Iteration 24Q: 3 clusters Score -136232.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -136250.187500 Penalty: 697.711365
	Iteration 25Q: 3 clusters Score -136250.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -136258.890625 Penalty: 697.711365
	Iteration 26Q: 3 clusters Score -136258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -136267.203125 Penalty: 697.711365
	Iteration 27Q: 3 clusters Score -136267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -136270.546875 Penalty: 697.711365
	Iteration 28Q: 3 clusters Score -136270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -136274.484375 Penalty: 697.711365
	Iteration 29Q: 3 clusters Score -136274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -136277.281250 Penalty: 697.711365
	Iteration 30Q: 3 clusters Score -136277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -136279.578125 Penalty: 697.711365
	Iteration 31Q: 3 clusters Score -136279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -136281.406250 Penalty: 697.711365
	Iteration 32Q: 3 clusters Score -136281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -136282.015625 Penalty: 697.711365
	Iteration 33Q: 3 clusters Score -136282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -136283.593750 Penalty: 697.711365
	Iteration 34Q: 3 clusters Score -136283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -136285.953125 Penalty: 697.711365
	Iteration 35Q: 3 clusters Score -136286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -136288.953125 Penalty: 697.711365
	Iteration 36Q: 3 clusters Score -136289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -136290.687500 Penalty: 697.711365
	Iteration 37Q: 3 clusters Score -136290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -136294.000000 Penalty: 697.711365
	Iteration 38Q: 3 clusters Score -136294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -136300.421875 Penalty: 697.711365
	Iteration 39Q: 3 clusters Score -136300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -136306.046875 Penalty: 697.711365
	Iteration 40F: 3 clusters Score -136306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -136308.265625 Penalty: 697.711365
	Iteration 41Q: 3 clusters Score -136308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -136309.109375 Penalty: 697.711365
	Iteration 42Q: 3 clusters Score -136309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -136309.437500 Penalty: 697.711365
	Iteration 43Q: 3 clusters Score -136309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -136309.687500 Penalty: 697.711365
	Iteration 44Q: 3 clusters Score -136309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -136309.687500 Penalty: 697.711365
	Iteration 45F: 3 clusters Score -136309.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Entering Unmasked Estep 
Score: -5539272.500000 Penalty: 518.355469
	Iteration 0F: 2 clusters Score -5539272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5481071.000000 Penalty: 1036.710938
	Iteration 0F: 3 clusters Score -5481071 nChanged 43616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -5507845.500000 Penalty: 1036.710938
	Iteration 1F: 3 clusters Score -5507846 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -5510253.500000 Penalty: 1036.710938
	Iteration 2F: 3 clusters Score -5510254 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -5515222.500000 Penalty: 1036.710938
	Iteration 3F: 3 clusters Score -5515222 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -5522944.500000 Penalty: 1036.710938
	Iteration 4F: 3 clusters Score -5522944 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -5529339.500000 Penalty: 1036.710938
	Iteration 5F: 3 clusters Score -5529340 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -5531824.500000 Penalty: 1036.710938
	Iteration 6F: 3 clusters Score -5531824 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -5532922.500000 Penalty: 1036.710938
	Iteration 7Q: 3 clusters Score -5532922 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -5533657.500000 Penalty: 1036.710938
	Iteration 8Q: 3 clusters Score -5533658 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -5534231.000000 Penalty: 1036.710938
	Iteration 9Q: 3 clusters Score -5534231 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -5534692.000000 Penalty: 1036.710938
	Iteration 10Q: 3 clusters Score -5534692 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5534870.500000 Penalty: 1036.710938
	Iteration 11Q: 3 clusters Score -5534870 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5534981.500000 Penalty: 1036.710938
	Iteration 12Q: 3 clusters Score -5534982 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5534958.500000 Penalty: 1036.710938
	Iteration 13Q: 3 clusters Score -5534958 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5534815.000000 Penalty: 1036.710938
	Iteration 14Q: 3 clusters Score -5534815 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5534806.000000 Penalty: 1036.710938
	Iteration 15Q: 3 clusters Score -5534806 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5534769.000000 Penalty: 1036.710938
	Iteration 16Q: 3 clusters Score -5534769 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5534769.500000 Penalty: 1036.710938
	Iteration 17Q: 3 clusters Score -5534770 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -5534797.000000 Penalty: 1036.710938
	Iteration 18Q: 3 clusters Score -5534797 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5534726.500000 Penalty: 1036.710938
	Iteration 19Q: 3 clusters Score -5534726 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5534934.500000 Penalty: 1036.710938
	Iteration 20F: 3 clusters Score -5534934 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5535279.500000 Penalty: 1036.710938
	Iteration 21Q: 3 clusters Score -5535280 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -5535533.000000 Penalty: 1036.710938
	Iteration 22Q: 3 clusters Score -5535533 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -5535763.500000 Penalty: 1036.710938
	Iteration 23Q: 3 clusters Score -5535764 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -5536010.500000 Penalty: 1036.710938
	Iteration 24Q: 3 clusters Score -5536010 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -5536854.500000 Penalty: 1036.710938
	Iteration 25Q: 3 clusters Score -5536854 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -5537611.000000 Penalty: 1036.710938
	Iteration 26Q: 3 clusters Score -5537611 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -5538063.000000 Penalty: 1036.710938
	Iteration 27Q: 3 clusters Score -5538063 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -5538468.000000 Penalty: 1036.710938
	Iteration 28Q: 3 clusters Score -5538468 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -5538670.500000 Penalty: 1036.710938
	Iteration 29Q: 3 clusters Score -5538670 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -5538910.500000 Penalty: 1036.710938
	Iteration 30Q: 3 clusters Score -5538910 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5538985.500000 Penalty: 1036.710938
	Iteration 31Q: 3 clusters Score -5538986 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -5539077.000000 Penalty: 1036.710938
	Iteration 32Q: 3 clusters Score -5539077 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5539134.500000 Penalty: 1036.710938
	Iteration 33Q: 3 clusters Score -5539134 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5539119.000000 Penalty: 1036.710938
	Iteration 34Q: 3 clusters Score -5539119 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5539147.500000 Penalty: 1036.710938
	Iteration 35Q: 3 clusters Score -5539148 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5539099.500000 Penalty: 1036.710938
	Iteration 36Q: 3 clusters Score -5539100 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5539119.000000 Penalty: 1036.710938
	Iteration 37Q: 3 clusters Score -5539119 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5539134.000000 Penalty: 1036.710938
	Iteration 38Q: 3 clusters Score -5539134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5539109.000000 Penalty: 1036.710938
	Iteration 39Q: 3 clusters Score -5539109 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5539109.500000 Penalty: 1036.710938
	Iteration 40F: 3 clusters Score -5539110 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5539098.000000 Penalty: 1036.710938
	Iteration 41Q: 3 clusters Score -5539098 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5539085.500000 Penalty: 1036.710938
	Iteration 42Q: 3 clusters Score -5539086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5539104.000000 Penalty: 1036.710938
	Iteration 43Q: 3 clusters Score -5539104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5539096.500000 Penalty: 1036.710938
	Iteration 44Q: 3 clusters Score -5539096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5539097.500000 Penalty: 1036.710938
	Iteration 45Q: 3 clusters Score -5539098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5539084.000000 Penalty: 1036.710938
	Iteration 46Q: 3 clusters Score -5539084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5539079.000000 Penalty: 1036.710938
	Iteration 47Q: 3 clusters Score -5539079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5539081.000000 Penalty: 1036.710938
	Iteration 48Q: 3 clusters Score -5539081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5539076.500000 Penalty: 1036.710938
	Iteration 49Q: 3 clusters Score -5539076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5539071.500000 Penalty: 1036.710938
	Iteration 50Q: 3 clusters Score -5539072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5539059.000000 Penalty: 1036.710938
	Iteration 51Q: 3 clusters Score -5539059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5539053.500000 Penalty: 1036.710938
	Iteration 52Q: 3 clusters Score -5539054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5539053.000000 Penalty: 1036.710938
	Iteration 53Q: 3 clusters Score -5539053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5539042.000000 Penalty: 1036.710938
	Iteration 54Q: 3 clusters Score -5539042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88042 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5539030.000000 Penalty: 1036.710938
	Iteration 55Q: 3 clusters Score -5539030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5539032.000000 Penalty: 1036.710938
	Iteration 56Q: 3 clusters Score -5539032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5539033.500000 Penalty: 1036.710938
	Iteration 57Q: 3 clusters Score -5539034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5539031.500000 Penalty: 1036.710938
	Iteration 58Q: 3 clusters Score -5539032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5539036.500000 Penalty: 1036.710938
	Iteration 59Q: 3 clusters Score -5539036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88119 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5539034.000000 Penalty: 1036.710938
	Iteration 60F: 3 clusters Score -5539034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5539035.000000 Penalty: 1036.710938
	Iteration 61Q: 3 clusters Score -5539035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5539034.000000 Penalty: 1036.710938
	Iteration 62Q: 3 clusters Score -5539034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5539025.000000 Penalty: 1036.710938
	Iteration 63Q: 3 clusters Score -5539025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5539032.000000 Penalty: 1036.710938
	Iteration 64Q: 3 clusters Score -5539032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5539043.000000 Penalty: 1036.710938
	Iteration 65Q: 3 clusters Score -5539043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5539039.000000 Penalty: 1036.710938
	Iteration 66Q: 3 clusters Score -5539039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5539036.500000 Penalty: 1036.710938
	Iteration 67Q: 3 clusters Score -5539036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5539033.500000 Penalty: 1036.710938
	Iteration 68Q: 3 clusters Score -5539034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5539032.500000 Penalty: 1036.710938
	Iteration 69Q: 3 clusters Score -5539032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5539033.000000 Penalty: 1036.710938
	Iteration 70Q: 3 clusters Score -5539033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5539033.500000 Penalty: 1036.710938
	Iteration 71Q: 3 clusters Score -5539034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5539031.500000 Penalty: 1036.710938
	Iteration 72Q: 3 clusters Score -5539032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5539036.500000 Penalty: 1036.710938
	Iteration 73Q: 3 clusters Score -5539036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5539034.000000 Penalty: 1036.710938
	Iteration 74Q: 3 clusters Score -5539034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5539036.500000 Penalty: 1036.710938
	Iteration 75Q: 3 clusters Score -5539036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5539035.500000 Penalty: 1036.710938
	Iteration 76Q: 3 clusters Score -5539036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5539033.000000 Penalty: 1036.710938
	Iteration 77Q: 3 clusters Score -5539033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5539033.000000 Penalty: 1036.710938
	Iteration 78F: 3 clusters Score -5539033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Entering Unmasked Estep 
Score: -3048983.750000 Penalty: 491.978455
	Iteration 0F: 2 clusters Score -3048984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3015659.500000 Penalty: 983.956909
	Iteration 0F: 3 clusters Score -3015660 nChanged 24068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3030748.000000 Penalty: 983.956909
	Iteration 1F: 3 clusters Score -3030748 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3032116.500000 Penalty: 983.956909
	Iteration 2F: 3 clusters Score -3032116 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3034336.250000 Penalty: 983.956909
	Iteration 3F: 3 clusters Score -3034336 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3037427.250000 Penalty: 983.956909
	Iteration 4F: 3 clusters Score -3037427 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3040572.500000 Penalty: 983.956909
	Iteration 5F: 3 clusters Score -3040572 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3042615.250000 Penalty: 983.956909
	Iteration 6F: 3 clusters Score -3042615 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3043610.500000 Penalty: 983.956909
	Iteration 7Q: 3 clusters Score -3043610 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3044145.500000 Penalty: 983.956909
	Iteration 8Q: 3 clusters Score -3044146 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3044577.250000 Penalty: 983.956909
	Iteration 9Q: 3 clusters Score -3044577 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3044916.750000 Penalty: 983.956909
	Iteration 10Q: 3 clusters Score -3044917 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3045311.000000 Penalty: 983.956909
	Iteration 11Q: 3 clusters Score -3045311 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3045676.250000 Penalty: 983.956909
	Iteration 12Q: 3 clusters Score -3045676 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3046001.500000 Penalty: 983.956909
	Iteration 13Q: 3 clusters Score -3046002 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3046297.000000 Penalty: 983.956909
	Iteration 14Q: 3 clusters Score -3046297 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3046552.250000 Penalty: 983.956909
	Iteration 15Q: 3 clusters Score -3046552 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3046796.250000 Penalty: 983.956909
	Iteration 16Q: 3 clusters Score -3046796 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3046990.250000 Penalty: 983.956909
	Iteration 17Q: 3 clusters Score -3046990 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3047161.000000 Penalty: 983.956909
	Iteration 18Q: 3 clusters Score -3047161 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3047363.750000 Penalty: 983.956909
	Iteration 19Q: 3 clusters Score -3047364 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3047528.250000 Penalty: 983.956909
	Iteration 20F: 3 clusters Score -3047528 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3047702.500000 Penalty: 983.956909
	Iteration 21Q: 3 clusters Score -3047702 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3047843.500000 Penalty: 983.956909
	Iteration 22Q: 3 clusters Score -3047844 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3047993.250000 Penalty: 983.956909
	Iteration 23Q: 3 clusters Score -3047993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3048122.250000 Penalty: 983.956909
	Iteration 24Q: 3 clusters Score -3048122 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3048205.750000 Penalty: 983.956909
	Iteration 25Q: 3 clusters Score -3048206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3048282.000000 Penalty: 983.956909
	Iteration 26Q: 3 clusters Score -3048282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3048338.250000 Penalty: 983.956909
	Iteration 27Q: 3 clusters Score -3048338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3048385.000000 Penalty: 983.956909
	Iteration 28Q: 3 clusters Score -3048385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3048430.000000 Penalty: 983.956909
	Iteration 29Q: 3 clusters Score -3048430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3048478.000000 Penalty: 983.956909
	Iteration 30Q: 3 clusters Score -3048478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3048517.500000 Penalty: 983.956909
	Iteration 31Q: 3 clusters Score -3048518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3048539.500000 Penalty: 983.956909
	Iteration 32Q: 3 clusters Score -3048540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3048563.500000 Penalty: 983.956909
	Iteration 33Q: 3 clusters Score -3048564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3048577.250000 Penalty: 983.956909
	Iteration 34Q: 3 clusters Score -3048577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3048592.000000 Penalty: 983.956909
	Iteration 35Q: 3 clusters Score -3048592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3048600.750000 Penalty: 983.956909
	Iteration 36Q: 3 clusters Score -3048601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3048611.000000 Penalty: 983.956909
	Iteration 37Q: 3 clusters Score -3048611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3048611.000000 Penalty: 983.956909
	Iteration 38Q: 3 clusters Score -3048611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3048616.500000 Penalty: 983.956909
	Iteration 39Q: 3 clusters Score -3048616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3048616.250000 Penalty: 983.956909
	Iteration 40F: 3 clusters Score -3048616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3048621.000000 Penalty: 983.956909
	Iteration 41Q: 3 clusters Score -3048621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3048620.000000 Penalty: 983.956909
	Iteration 42Q: 3 clusters Score -3048620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3048625.250000 Penalty: 983.956909
	Iteration 43Q: 3 clusters Score -3048625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3048629.500000 Penalty: 983.956909
	Iteration 44Q: 3 clusters Score -3048630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3048631.500000 Penalty: 983.956909
	Iteration 45Q: 3 clusters Score -3048632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3048635.750000 Penalty: 983.956909
	Iteration 46Q: 3 clusters Score -3048636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3048634.500000 Penalty: 983.956909
	Iteration 47Q: 3 clusters Score -3048634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3048643.500000 Penalty: 983.956909
	Iteration 48Q: 3 clusters Score -3048644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3048640.750000 Penalty: 983.956909
	Iteration 49Q: 3 clusters Score -3048641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3048643.000000 Penalty: 983.956909
	Iteration 50Q: 3 clusters Score -3048643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3048645.000000 Penalty: 983.956909
	Iteration 51Q: 3 clusters Score -3048645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3048645.000000 Penalty: 983.956909
	Iteration 52F: 3 clusters Score -3048645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Entering Unmasked Estep 
Score: -1122195.125000 Penalty: 444.587555
	Iteration 0F: 2 clusters Score -1122195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1110606.875000 Penalty: 889.175110
	Iteration 0F: 3 clusters Score -1110607 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1115660.125000 Penalty: 889.175110
	Iteration 1F: 3 clusters Score -1115660 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1116362.375000 Penalty: 889.175110
	Iteration 2F: 3 clusters Score -1116362 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1117276.750000 Penalty: 889.175110
	Iteration 3F: 3 clusters Score -1117277 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1118083.125000 Penalty: 889.175110
	Iteration 4F: 3 clusters Score -1118083 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1118540.000000 Penalty: 889.175110
	Iteration 5F: 3 clusters Score -1118540 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1118680.625000 Penalty: 889.175110
	Iteration 6Q: 3 clusters Score -1118681 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1118729.250000 Penalty: 889.175110
	Iteration 7Q: 3 clusters Score -1118729 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1118759.375000 Penalty: 889.175110
	Iteration 8Q: 3 clusters Score -1118759 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1118789.500000 Penalty: 889.175110
	Iteration 9Q: 3 clusters Score -1118790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1118812.375000 Penalty: 889.175110
	Iteration 10Q: 3 clusters Score -1118812 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1118837.000000 Penalty: 889.175110
	Iteration 11Q: 3 clusters Score -1118837 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1118870.000000 Penalty: 889.175110
	Iteration 12Q: 3 clusters Score -1118870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1118898.875000 Penalty: 889.175110
	Iteration 13Q: 3 clusters Score -1118899 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1118933.625000 Penalty: 889.175110
	Iteration 14Q: 3 clusters Score -1118934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1118967.250000 Penalty: 889.175110
	Iteration 15Q: 3 clusters Score -1118967 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1119010.625000 Penalty: 889.175110
	Iteration 16Q: 3 clusters Score -1119011 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1119057.125000 Penalty: 889.175110
	Iteration 17Q: 3 clusters Score -1119057 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1119121.750000 Penalty: 889.175110
	Iteration 18Q: 3 clusters Score -1119122 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1119202.750000 Penalty: 889.175110
	Iteration 19Q: 3 clusters Score -1119203 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1119263.000000 Penalty: 889.175110
	Iteration 20F: 3 clusters Score -1119263 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1119333.000000 Penalty: 889.175110
	Iteration 21Q: 3 clusters Score -1119333 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1119429.750000 Penalty: 889.175110
	Iteration 22Q: 3 clusters Score -1119430 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1119534.875000 Penalty: 889.175110
	Iteration 23Q: 3 clusters Score -1119535 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1119655.500000 Penalty: 889.175110
	Iteration 24Q: 3 clusters Score -1119656 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1119784.000000 Penalty: 889.175110
	Iteration 25Q: 3 clusters Score -1119784 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1119898.250000 Penalty: 889.175110
	Iteration 26Q: 3 clusters Score -1119898 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1120030.500000 Penalty: 889.175110
	Iteration 27Q: 3 clusters Score -1120030 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1120165.875000 Penalty: 889.175110
	Iteration 28Q: 3 clusters Score -1120166 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1120271.375000 Penalty: 889.175110
	Iteration 29Q: 3 clusters Score -1120271 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1120366.750000 Penalty: 889.175110
	Iteration 30Q: 3 clusters Score -1120367 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1120453.875000 Penalty: 889.175110
	Iteration 31Q: 3 clusters Score -1120454 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1120547.375000 Penalty: 889.175110
	Iteration 32Q: 3 clusters Score -1120547 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1120618.000000 Penalty: 889.175110
	Iteration 33Q: 3 clusters Score -1120618 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1120683.125000 Penalty: 889.175110
	Iteration 34Q: 3 clusters Score -1120683 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1120740.625000 Penalty: 889.175110
	Iteration 35Q: 3 clusters Score -1120741 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1120799.875000 Penalty: 889.175110
	Iteration 36Q: 3 clusters Score -1120800 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1120860.375000 Penalty: 889.175110
	Iteration 37Q: 3 clusters Score -1120860 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1120912.875000 Penalty: 889.175110
	Iteration 38Q: 3 clusters Score -1120913 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1120957.125000 Penalty: 889.175110
	Iteration 39Q: 3 clusters Score -1120957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1121009.500000 Penalty: 889.175110
	Iteration 40F: 3 clusters Score -1121010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1121034.125000 Penalty: 889.175110
	Iteration 41Q: 3 clusters Score -1121034 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1121061.750000 Penalty: 889.175110
	Iteration 42Q: 3 clusters Score -1121062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1121092.125000 Penalty: 889.175110
	Iteration 43Q: 3 clusters Score -1121092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1121121.500000 Penalty: 889.175110
	Iteration 44Q: 3 clusters Score -1121122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1121159.625000 Penalty: 889.175110
	Iteration 45Q: 3 clusters Score -1121160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1121197.500000 Penalty: 889.175110
	Iteration 46Q: 3 clusters Score -1121198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1121236.250000 Penalty: 889.175110
	Iteration 47Q: 3 clusters Score -1121236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1121258.875000 Penalty: 889.175110
	Iteration 48Q: 3 clusters Score -1121259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1121278.000000 Penalty: 889.175110
	Iteration 49Q: 3 clusters Score -1121278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1121297.625000 Penalty: 889.175110
	Iteration 50Q: 3 clusters Score -1121298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1121313.000000 Penalty: 889.175110
	Iteration 51Q: 3 clusters Score -1121313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1121333.875000 Penalty: 889.175110
	Iteration 52Q: 3 clusters Score -1121334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1121352.375000 Penalty: 889.175110
	Iteration 53Q: 3 clusters Score -1121352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1121374.375000 Penalty: 889.175110
	Iteration 54Q: 3 clusters Score -1121374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1121395.625000 Penalty: 889.175110
	Iteration 55Q: 3 clusters Score -1121396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1121418.875000 Penalty: 889.175110
	Iteration 56Q: 3 clusters Score -1121419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1121436.500000 Penalty: 889.175110
	Iteration 57Q: 3 clusters Score -1121436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1121457.125000 Penalty: 889.175110
	Iteration 58Q: 3 clusters Score -1121457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1121479.125000 Penalty: 889.175110
	Iteration 59Q: 3 clusters Score -1121479 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1121511.000000 Penalty: 889.175110
	Iteration 60F: 3 clusters Score -1121511 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1121540.250000 Penalty: 889.175110
	Iteration 61Q: 3 clusters Score -1121540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1121561.750000 Penalty: 889.175110
	Iteration 62Q: 3 clusters Score -1121562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1121584.500000 Penalty: 889.175110
	Iteration 63Q: 3 clusters Score -1121584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1121602.125000 Penalty: 889.175110
	Iteration 64Q: 3 clusters Score -1121602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1121619.750000 Penalty: 889.175110
	Iteration 65Q: 3 clusters Score -1121620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1121643.375000 Penalty: 889.175110
	Iteration 66Q: 3 clusters Score -1121643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1121657.750000 Penalty: 889.175110
	Iteration 67Q: 3 clusters Score -1121658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1121674.125000 Penalty: 889.175110
	Iteration 68Q: 3 clusters Score -1121674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1121690.500000 Penalty: 889.175110
	Iteration 69Q: 3 clusters Score -1121690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1121707.875000 Penalty: 889.175110
	Iteration 70Q: 3 clusters Score -1121708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1121719.125000 Penalty: 889.175110
	Iteration 71Q: 3 clusters Score -1121719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1121734.500000 Penalty: 889.175110
	Iteration 72Q: 3 clusters Score -1121734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1121739.250000 Penalty: 889.175110
	Iteration 73Q: 3 clusters Score -1121739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1121748.000000 Penalty: 889.175110
	Iteration 74Q: 3 clusters Score -1121748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1121753.000000 Penalty: 889.175110
	Iteration 75Q: 3 clusters Score -1121753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1121759.250000 Penalty: 889.175110
	Iteration 76Q: 3 clusters Score -1121759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1121764.250000 Penalty: 889.175110
	Iteration 77Q: 3 clusters Score -1121764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1121771.375000 Penalty: 889.175110
	Iteration 78Q: 3 clusters Score -1121771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1121777.375000 Penalty: 889.175110
	Iteration 79Q: 3 clusters Score -1121777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1121780.625000 Penalty: 889.175110
	Iteration 80F: 3 clusters Score -1121781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1121784.000000 Penalty: 889.175110
	Iteration 81Q: 3 clusters Score -1121784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1121786.375000 Penalty: 889.175110
	Iteration 82Q: 3 clusters Score -1121786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1121786.000000 Penalty: 889.175110
	Iteration 83Q: 3 clusters Score -1121786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1121789.750000 Penalty: 889.175110
	Iteration 84Q: 3 clusters Score -1121790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1121793.750000 Penalty: 889.175110
	Iteration 85Q: 3 clusters Score -1121794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1121794.875000 Penalty: 889.175110
	Iteration 86Q: 3 clusters Score -1121795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1121796.625000 Penalty: 889.175110
	Iteration 87Q: 3 clusters Score -1121797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1121800.250000 Penalty: 889.175110
	Iteration 88Q: 3 clusters Score -1121800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1121801.625000 Penalty: 889.175110
	Iteration 89Q: 3 clusters Score -1121802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1121801.125000 Penalty: 889.175110
	Iteration 90Q: 3 clusters Score -1121801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1121801.375000 Penalty: 889.175110
	Iteration 91Q: 3 clusters Score -1121801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1121805.250000 Penalty: 889.175110
	Iteration 92Q: 3 clusters Score -1121805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1121805.750000 Penalty: 889.175110
	Iteration 93Q: 3 clusters Score -1121806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1121807.125000 Penalty: 889.175110
	Iteration 94Q: 3 clusters Score -1121807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1121807.125000 Penalty: 889.175110
	Iteration 95F: 3 clusters Score -1121807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -266100.062500 Penalty: 380.372620
	Iteration 0F: 2 clusters Score -266100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -263191.218750 Penalty: 760.745239
	Iteration 0F: 3 clusters Score -263191.2 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -264214.187500 Penalty: 760.745239
	Iteration 1F: 3 clusters Score -264214.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -264284.406250 Penalty: 760.745239
	Iteration 2Q: 3 clusters Score -264284.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -264367.156250 Penalty: 760.745239
	Iteration 3Q: 3 clusters Score -264367.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -264470.875000 Penalty: 760.745239
	Iteration 4Q: 3 clusters Score -264470.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -264630.468750 Penalty: 760.745239
	Iteration 5F: 3 clusters Score -264630.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -264843.968750 Penalty: 760.745239
	Iteration 6F: 3 clusters Score -264844 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -265123.625000 Penalty: 760.745239
	Iteration 7F: 3 clusters Score -265123.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -265407.937500 Penalty: 760.745239
	Iteration 8F: 3 clusters Score -265407.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -265567.312500 Penalty: 760.745239
	Iteration 9Q: 3 clusters Score -265567.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -265656.281250 Penalty: 760.745239
	Iteration 10Q: 3 clusters Score -265656.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -265711.250000 Penalty: 760.745239
	Iteration 11Q: 3 clusters Score -265711.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -265732.156250 Penalty: 760.745239
	Iteration 12Q: 3 clusters Score -265732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -265742.281250 Penalty: 760.745239
	Iteration 13Q: 3 clusters Score -265742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -265754.093750 Penalty: 760.745239
	Iteration 14Q: 3 clusters Score -265754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -265763.843750 Penalty: 760.745239
	Iteration 15Q: 3 clusters Score -265763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -265768.937500 Penalty: 760.745239
	Iteration 16Q: 3 clusters Score -265768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -265773.968750 Penalty: 760.745239
	Iteration 17Q: 3 clusters Score -265774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -265774.562500 Penalty: 760.745239
	Iteration 18Q: 3 clusters Score -265774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -265778.062500 Penalty: 760.745239
	Iteration 19Q: 3 clusters Score -265778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -265778.718750 Penalty: 760.745239
	Iteration 20F: 3 clusters Score -265778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -265779.281250 Penalty: 760.745239
	Iteration 21Q: 3 clusters Score -265779.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -265780.656250 Penalty: 760.745239
	Iteration 22Q: 3 clusters Score -265780.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -265782.937500 Penalty: 760.745239
	Iteration 23Q: 3 clusters Score -265782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -265782.937500 Penalty: 760.745239
	Iteration 24F: 3 clusters Score -265782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Entering Unmasked Estep 
Score: -5738749.500000 Penalty: 520.586975
	Iteration 0F: 2 clusters Score -5738750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5676852.000000 Penalty: 1041.173950
	Iteration 0F: 3 clusters Score -5676852 nChanged 45546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -5705092.000000 Penalty: 1041.173950
	Iteration 1F: 3 clusters Score -5705092 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -5706316.000000 Penalty: 1041.173950
	Iteration 2Q: 3 clusters Score -5706316 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -5708114.000000 Penalty: 1041.173950
	Iteration 3Q: 3 clusters Score -5708114 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -5711142.500000 Penalty: 1041.173950
	Iteration 4F: 3 clusters Score -5711142 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -5716172.000000 Penalty: 1041.173950
	Iteration 5F: 3 clusters Score -5716172 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -5722194.000000 Penalty: 1041.173950
	Iteration 6F: 3 clusters Score -5722194 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -5725729.500000 Penalty: 1041.173950
	Iteration 7F: 3 clusters Score -5725730 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -5726929.500000 Penalty: 1041.173950
	Iteration 8Q: 3 clusters Score -5726930 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -5727386.500000 Penalty: 1041.173950
	Iteration 9Q: 3 clusters Score -5727386 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5727724.500000 Penalty: 1041.173950
	Iteration 10Q: 3 clusters Score -5727724 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -5728053.000000 Penalty: 1041.173950
	Iteration 11Q: 3 clusters Score -5728053 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5728439.000000 Penalty: 1041.173950
	Iteration 12Q: 3 clusters Score -5728439 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -5728871.000000 Penalty: 1041.173950
	Iteration 13Q: 3 clusters Score -5728871 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5729372.000000 Penalty: 1041.173950
	Iteration 14Q: 3 clusters Score -5729372 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5729845.000000 Penalty: 1041.173950
	Iteration 15Q: 3 clusters Score -5729845 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5730412.000000 Penalty: 1041.173950
	Iteration 16Q: 3 clusters Score -5730412 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5731090.000000 Penalty: 1041.173950
	Iteration 17Q: 3 clusters Score -5731090 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5731639.500000 Penalty: 1041.173950
	Iteration 18Q: 3 clusters Score -5731640 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5732167.000000 Penalty: 1041.173950
	Iteration 19Q: 3 clusters Score -5732167 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5732700.500000 Penalty: 1041.173950
	Iteration 20F: 3 clusters Score -5732700 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -5733123.000000 Penalty: 1041.173950
	Iteration 21Q: 3 clusters Score -5733123 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5733452.000000 Penalty: 1041.173950
	Iteration 22Q: 3 clusters Score -5733452 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5733811.000000 Penalty: 1041.173950
	Iteration 23Q: 3 clusters Score -5733811 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5734092.500000 Penalty: 1041.173950
	Iteration 24Q: 3 clusters Score -5734092 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5734371.500000 Penalty: 1041.173950
	Iteration 25Q: 3 clusters Score -5734372 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5734598.000000 Penalty: 1041.173950
	Iteration 26Q: 3 clusters Score -5734598 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -5734773.000000 Penalty: 1041.173950
	Iteration 27Q: 3 clusters Score -5734773 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -5734984.000000 Penalty: 1041.173950
	Iteration 28Q: 3 clusters Score -5734984 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5735152.000000 Penalty: 1041.173950
	Iteration 29Q: 3 clusters Score -5735152 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -5735376.000000 Penalty: 1041.173950
	Iteration 30Q: 3 clusters Score -5735376 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5735590.000000 Penalty: 1041.173950
	Iteration 31Q: 3 clusters Score -5735590 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5735739.000000 Penalty: 1041.173950
	Iteration 32Q: 3 clusters Score -5735739 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5735893.500000 Penalty: 1041.173950
	Iteration 33Q: 3 clusters Score -5735894 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -5736080.000000 Penalty: 1041.173950
	Iteration 34Q: 3 clusters Score -5736080 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5736243.000000 Penalty: 1041.173950
	Iteration 35Q: 3 clusters Score -5736243 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5736427.000000 Penalty: 1041.173950
	Iteration 36Q: 3 clusters Score -5736427 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5736604.000000 Penalty: 1041.173950
	Iteration 37Q: 3 clusters Score -5736604 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -5736799.000000 Penalty: 1041.173950
	Iteration 38Q: 3 clusters Score -5736799 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5736980.500000 Penalty: 1041.173950
	Iteration 39Q: 3 clusters Score -5736980 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5737184.000000 Penalty: 1041.173950
	Iteration 40F: 3 clusters Score -5737184 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5737380.000000 Penalty: 1041.173950
	Iteration 41Q: 3 clusters Score -5737380 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5737550.500000 Penalty: 1041.173950
	Iteration 42Q: 3 clusters Score -5737550 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -5737721.000000 Penalty: 1041.173950
	Iteration 43Q: 3 clusters Score -5737721 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5737917.000000 Penalty: 1041.173950
	Iteration 44Q: 3 clusters Score -5737917 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5738099.500000 Penalty: 1041.173950
	Iteration 45Q: 3 clusters Score -5738100 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5738215.500000 Penalty: 1041.173950
	Iteration 46Q: 3 clusters Score -5738216 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5738345.000000 Penalty: 1041.173950
	Iteration 47Q: 3 clusters Score -5738345 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -5738396.000000 Penalty: 1041.173950
	Iteration 48Q: 3 clusters Score -5738396 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5738571.500000 Penalty: 1041.173950
	Iteration 49Q: 3 clusters Score -5738572 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -5738665.500000 Penalty: 1041.173950
	Iteration 50Q: 3 clusters Score -5738666 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -5738780.000000 Penalty: 1041.173950
	Iteration 51Q: 3 clusters Score -5738780 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -5738856.500000 Penalty: 1041.173950
	Iteration 52Q: 3 clusters Score -5738856 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -5738877.000000 Penalty: 1041.173950
	Iteration 53Q: 3 clusters Score -5738877 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -5738916.500000 Penalty: 1041.173950
	Iteration 54Q: 3 clusters Score -5738916 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -5739028.000000 Penalty: 1041.173950
	Iteration 55Q: 3 clusters Score -5739028 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5739060.500000 Penalty: 1041.173950
	Iteration 56Q: 3 clusters Score -5739060 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5739071.000000 Penalty: 1041.173950
	Iteration 57Q: 3 clusters Score -5739071 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5739075.000000 Penalty: 1041.173950
	Iteration 58Q: 3 clusters Score -5739075 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5739059.000000 Penalty: 1041.173950
	Iteration 59Q: 3 clusters Score -5739059 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5739065.500000 Penalty: 1041.173950
	Iteration 60F: 3 clusters Score -5739066 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -5739079.000000 Penalty: 1041.173950
	Iteration 61Q: 3 clusters Score -5739079 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5739094.000000 Penalty: 1041.173950
	Iteration 62Q: 3 clusters Score -5739094 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -5739065.500000 Penalty: 1041.173950
	Iteration 63Q: 3 clusters Score -5739066 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5739058.000000 Penalty: 1041.173950
	Iteration 64Q: 3 clusters Score -5739058 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5739049.000000 Penalty: 1041.173950
	Iteration 65Q: 3 clusters Score -5739049 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89524 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5739048.500000 Penalty: 1041.173950
	Iteration 66Q: 3 clusters Score -5739048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5739039.500000 Penalty: 1041.173950
	Iteration 67Q: 3 clusters Score -5739040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5739024.500000 Penalty: 1041.173950
	Iteration 68Q: 3 clusters Score -5739024 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5739005.500000 Penalty: 1041.173950
	Iteration 69Q: 3 clusters Score -5739006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5739001.500000 Penalty: 1041.173950
	Iteration 70Q: 3 clusters Score -5739002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5738998.500000 Penalty: 1041.173950
	Iteration 71Q: 3 clusters Score -5738998 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5738980.500000 Penalty: 1041.173950
	Iteration 72Q: 3 clusters Score -5738980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5738955.500000 Penalty: 1041.173950
	Iteration 73Q: 3 clusters Score -5738956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5738948.000000 Penalty: 1041.173950
	Iteration 74Q: 3 clusters Score -5738948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5738936.500000 Penalty: 1041.173950
	Iteration 75Q: 3 clusters Score -5738936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5738930.000000 Penalty: 1041.173950
	Iteration 76Q: 3 clusters Score -5738930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5738906.000000 Penalty: 1041.173950
	Iteration 77Q: 3 clusters Score -5738906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5738889.000000 Penalty: 1041.173950
	Iteration 78Q: 3 clusters Score -5738889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5738864.000000 Penalty: 1041.173950
	Iteration 79Q: 3 clusters Score -5738864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5738862.500000 Penalty: 1041.173950
	Iteration 80F: 3 clusters Score -5738862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5738849.500000 Penalty: 1041.173950
	Iteration 81Q: 3 clusters Score -5738850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5738844.000000 Penalty: 1041.173950
	Iteration 82Q: 3 clusters Score -5738844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5738837.500000 Penalty: 1041.173950
	Iteration 83Q: 3 clusters Score -5738838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5738846.000000 Penalty: 1041.173950
	Iteration 84Q: 3 clusters Score -5738846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5738848.000000 Penalty: 1041.173950
	Iteration 85Q: 3 clusters Score -5738848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5738839.000000 Penalty: 1041.173950
	Iteration 86Q: 3 clusters Score -5738839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5738833.000000 Penalty: 1041.173950
	Iteration 87Q: 3 clusters Score -5738833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5738829.000000 Penalty: 1041.173950
	Iteration 88Q: 3 clusters Score -5738829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5738817.000000 Penalty: 1041.173950
	Iteration 89Q: 3 clusters Score -5738817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5738811.000000 Penalty: 1041.173950
	Iteration 90Q: 3 clusters Score -5738811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5738806.000000 Penalty: 1041.173950
	Iteration 91Q: 3 clusters Score -5738806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5738787.000000 Penalty: 1041.173950
	Iteration 92Q: 3 clusters Score -5738787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5738787.000000 Penalty: 1041.173950
	Iteration 93Q: 3 clusters Score -5738787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5738786.500000 Penalty: 1041.173950
	Iteration 94Q: 3 clusters Score -5738786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5738779.000000 Penalty: 1041.173950
	Iteration 95Q: 3 clusters Score -5738779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5738781.000000 Penalty: 1041.173950
	Iteration 96Q: 3 clusters Score -5738781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5738778.000000 Penalty: 1041.173950
	Iteration 97Q: 3 clusters Score -5738778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5738777.000000 Penalty: 1041.173950
	Iteration 98Q: 3 clusters Score -5738777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5738765.500000 Penalty: 1041.173950
	Iteration 99Q: 3 clusters Score -5738766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5738763.000000 Penalty: 1041.173950
	Iteration 100F: 3 clusters Score -5738763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5738753.000000 Penalty: 1041.173950
	Iteration 101Q: 3 clusters Score -5738753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5738752.500000 Penalty: 1041.173950
	Iteration 102Q: 3 clusters Score -5738752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5738751.500000 Penalty: 1041.173950
	Iteration 103Q: 3 clusters Score -5738752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5738754.000000 Penalty: 1041.173950
	Iteration 104Q: 3 clusters Score -5738754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5738752.000000 Penalty: 1041.173950
	Iteration 105Q: 3 clusters Score -5738752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5738749.000000 Penalty: 1041.173950
	Iteration 106Q: 3 clusters Score -5738749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5738746.500000 Penalty: 1041.173950
	Iteration 107Q: 3 clusters Score -5738746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5738746.500000 Penalty: 1041.173950
	Iteration 108F: 3 clusters Score -5738746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -32849.382812 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -32849.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32389.029297 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -32389.03 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32493.162109 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -32493.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32513.607422 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -32513.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32523.095703 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -32523.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32530.105469 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -32530.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32536.359375 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -32536.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32539.593750 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -32539.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32541.146484 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -32541.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32543.677734 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -32543.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32544.984375 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -32544.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32545.343750 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -32545.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32546.636719 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -32546.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32548.810547 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -32548.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32554.517578 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -32554.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32556.320312 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -32556.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32558.474609 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -32558.47 nChanged 3
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: -32560.109375 Penalty: 555.536194
	Iteration 16Q: 3 clusters Score -32560.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32560.828125 Penalty: 555.536194
	Iteration 17Q: 3 clusters Score -32560.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32562.498047 Penalty: 555.536194
	Iteration 18Q: 3 clusters Score -32562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32562.498047 Penalty: 555.536194
	Iteration 19F: 3 clusters Score -32562.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -13528.291992 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -13528.29 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 128 members 
Entering Unmasked Estep 
Score: -13221.278320 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -13221.28 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13322.089844 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -13322.09 nChanged 21
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: -13343.253906 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -13343.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13366.760742 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -13366.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13378.251953 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -13378.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13385.545898 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -13385.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13400.478516 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -13400.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13416.544922 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -13416.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13440.339844 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -13440.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13458.626953 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -13458.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13463.749023 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -13463.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13473.416016 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -13473.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13476.548828 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -13476.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13480.985352 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -13480.99 nChanged 1
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: -13483.688477 Penalty: 505.671356
	Iteration 14Q: 3 clusters Score -13483.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13492.077148 Penalty: 505.671356
	Iteration 15Q: 3 clusters Score -13492.08 nChanged 1
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: -13492.972656 Penalty: 505.671356
	Iteration 16Q: 3 clusters Score -13492.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13496.524414 Penalty: 505.671356
	Iteration 17Q: 3 clusters Score -13496.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13496.524414 Penalty: 505.671356
	Iteration 18F: 3 clusters Score -13496.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18415.574219 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18415.57 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 142 members 
Entering Unmasked Estep 
Score: -18066.587891 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -18066.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18158.707031 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -18158.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18192.947266 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -18192.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18212.214844 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -18212.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18223.515625 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -18223.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18235.402344 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18244.289062 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18244.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18263.164062 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18263.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18276.640625 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18276.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18282.816406 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18282.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18292.009766 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18292.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18298.150391 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18298.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18304.267578 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18304.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18310.822266 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -18310.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18312.423828 Penalty: 513.413574
	Iteration 14Q: 3 clusters Score -18312.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18312.968750 Penalty: 513.413574
	Iteration 15Q: 3 clusters Score -18312.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18312.968750 Penalty: 513.413574
	Iteration 16F: 3 clusters Score -18312.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -48933.554688 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -48933.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -48252.851562 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -48252.85 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -48588.753906 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -48588.75 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -48683.113281 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -48683.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -48746.429688 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -48746.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48795.289062 Penalty: 611.978088
	Iteration 4Q: 3 clusters Score -48795.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -48815.917969 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -48815.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -48828.738281 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -48828.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48833.996094 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -48834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48836.058594 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -48836.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48837.074219 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -48837.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48837.488281 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -48837.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -48838.218750 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -48838.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48839.250000 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -48839.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48837.597656 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -48837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -48838.527344 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -48838.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48840.570312 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -48840.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48841.929688 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -48841.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48843.031250 Penalty: 611.978088
	Iteration 17Q: 3 clusters Score -48843.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48844.246094 Penalty: 611.978088
	Iteration 18Q: 3 clusters Score -48844.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48844.605469 Penalty: 611.978088
	Iteration 19Q: 3 clusters Score -48844.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48844.535156 Penalty: 611.978088
	Iteration 20F: 3 clusters Score -48844.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -130119.015625 Penalty: 347.053284
	Iteration 0F: 2 clusters Score -130119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -128650.187500 Penalty: 694.106567
	Iteration 0F: 3 clusters Score -128650.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -129101.210938 Penalty: 694.106567
	Iteration 1F: 3 clusters Score -129101.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -129150.781250 Penalty: 694.106567
	Iteration 2F: 3 clusters Score -129150.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -129198.062500 Penalty: 694.106567
	Iteration 3Q: 3 clusters Score -129198.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129236.671875 Penalty: 694.106567
	Iteration 4Q: 3 clusters Score -129236.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -129265.867188 Penalty: 694.106567
	Iteration 5Q: 3 clusters Score -129265.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -129306.921875 Penalty: 694.106567
	Iteration 6Q: 3 clusters Score -129306.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -129344.062500 Penalty: 694.106567
	Iteration 7Q: 3 clusters Score -129344.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -129379.679688 Penalty: 694.106567
	Iteration 8Q: 3 clusters Score -129379.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -129422.500000 Penalty: 694.106567
	Iteration 9Q: 3 clusters Score -129422.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -129486.187500 Penalty: 694.106567
	Iteration 10Q: 3 clusters Score -129486.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -129564.687500 Penalty: 694.106567
	Iteration 11Q: 3 clusters Score -129564.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -129617.875000 Penalty: 694.106567
	Iteration 12Q: 3 clusters Score -129617.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -129646.781250 Penalty: 694.106567
	Iteration 13Q: 3 clusters Score -129646.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -129668.648438 Penalty: 694.106567
	Iteration 14Q: 3 clusters Score -129668.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -129688.835938 Penalty: 694.106567
	Iteration 15Q: 3 clusters Score -129688.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -129708.351562 Penalty: 694.106567
	Iteration 16Q: 3 clusters Score -129708.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -129726.796875 Penalty: 694.106567
	Iteration 17Q: 3 clusters Score -129726.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -129743.250000 Penalty: 694.106567
	Iteration 18Q: 3 clusters Score -129743.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -129758.000000 Penalty: 694.106567
	Iteration 19Q: 3 clusters Score -129758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -129766.859375 Penalty: 694.106567
	Iteration 20F: 3 clusters Score -129766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -129771.820312 Penalty: 694.106567
	Iteration 21Q: 3 clusters Score -129771.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -129778.539062 Penalty: 694.106567
	Iteration 22Q: 3 clusters Score -129778.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -129785.039062 Penalty: 694.106567
	Iteration 23Q: 3 clusters Score -129785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -129790.750000 Penalty: 694.106567
	Iteration 24Q: 3 clusters Score -129790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -129798.882812 Penalty: 694.106567
	Iteration 25Q: 3 clusters Score -129798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -129802.031250 Penalty: 694.106567
	Iteration 26Q: 3 clusters Score -129802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -129803.109375 Penalty: 694.106567
	Iteration 27Q: 3 clusters Score -129803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -129803.835938 Penalty: 694.106567
	Iteration 28Q: 3 clusters Score -129803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -129804.609375 Penalty: 694.106567
	Iteration 29Q: 3 clusters Score -129804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -129804.609375 Penalty: 694.106567
	Iteration 30F: 3 clusters Score -129804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8061.172852 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8061.173 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 77 members 
Entering Unmasked Estep 
Score: -7809.371582 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7809.372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7895.447266 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7895.447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7937.946289 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7937.946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7955.828613 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7955.829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7959.301270 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7959.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7963.927734 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7963.928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7966.231934 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7966.232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7974.909180 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -7974.909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7974.909180 Penalty: 450.337158
	Iteration 8F: 3 clusters Score -7974.909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -7007.271973 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -7007.272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6806.723633 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6806.724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6853.123535 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6853.124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6880.062500 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6880.062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6893.517090 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6893.517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6899.522461 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6899.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6899.522461 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6899.522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -94447.289062 Penalty: 334.302124
	Iteration 0F: 2 clusters Score -94447.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -93290.812500 Penalty: 668.604248
	Iteration 0F: 3 clusters Score -93290.81 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -93707.976562 Penalty: 668.604248
	Iteration 1F: 3 clusters Score -93707.98 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -93865.187500 Penalty: 668.604248
	Iteration 2F: 3 clusters Score -93865.19 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -94003.468750 Penalty: 668.604248
	Iteration 3F: 3 clusters Score -94003.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -94089.757812 Penalty: 668.604248
	Iteration 4F: 3 clusters Score -94089.76 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -94165.890625 Penalty: 668.604248
	Iteration 5F: 3 clusters Score -94165.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -94213.296875 Penalty: 668.604248
	Iteration 6Q: 3 clusters Score -94213.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -94241.632812 Penalty: 668.604248
	Iteration 7Q: 3 clusters Score -94241.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -94256.359375 Penalty: 668.604248
	Iteration 8Q: 3 clusters Score -94256.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -94263.484375 Penalty: 668.604248
	Iteration 9Q: 3 clusters Score -94263.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -94265.312500 Penalty: 668.604248
	Iteration 10Q: 3 clusters Score -94265.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -94266.664062 Penalty: 668.604248
	Iteration 11Q: 3 clusters Score -94266.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -94268.460938 Penalty: 668.604248
	Iteration 12Q: 3 clusters Score -94268.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -94271.859375 Penalty: 668.604248
	Iteration 13Q: 3 clusters Score -94271.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -94275.125000 Penalty: 668.604248
	Iteration 14Q: 3 clusters Score -94275.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -94280.773438 Penalty: 668.604248
	Iteration 15Q: 3 clusters Score -94280.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -94282.125000 Penalty: 668.604248
	Iteration 16Q: 3 clusters Score -94282.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -94283.320312 Penalty: 668.604248
	Iteration 17Q: 3 clusters Score -94283.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -94285.664062 Penalty: 668.604248
	Iteration 18Q: 3 clusters Score -94285.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -94286.984375 Penalty: 668.604248
	Iteration 19Q: 3 clusters Score -94286.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -94287.679688 Penalty: 668.604248
	Iteration 20F: 3 clusters Score -94287.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -94287.750000 Penalty: 668.604248
	Iteration 21Q: 3 clusters Score -94287.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -94287.750000 Penalty: 668.604248
	Iteration 22F: 3 clusters Score -94287.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19383.988281 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -19383.99 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 166 members 
Entering Unmasked Estep 
Score: -19025.744141 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19025.74 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19139.937500 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19139.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19178.011719 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19178.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19197.062500 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -19197.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19215.296875 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19221.326172 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -19221.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19227.792969 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19227.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19233.390625 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19233.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19235.269531 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19235.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19235.722656 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -19235.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19236.029297 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -19236.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19236.029297 Penalty: 524.060059
	Iteration 11F: 3 clusters Score -19236.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -6584.033691 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -6584.034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6378.397949 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -6378.398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6411.436523 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -6411.437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6419.500000 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -6419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6421.228027 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -6421.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6423.840820 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -6423.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6423.840820 Penalty: 421.760345
	Iteration 5F: 3 clusters Score -6423.841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -12919.935547 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -12919.94 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 135 members 
Entering Unmasked Estep 
Score: -12613.869141 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -12613.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12703.045898 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -12703.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12753.692383 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -12753.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12802.035156 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -12802.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12836.160156 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -12836.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12843.300781 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -12843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12854.228516 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -12854.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12878.920898 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -12878.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12887.645508 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -12887.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12899.214844 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -12899.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12904.237305 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -12904.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12906.003906 Penalty: 499.868591
	Iteration 11Q: 3 clusters Score -12906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12907.652344 Penalty: 499.868591
	Iteration 12Q: 3 clusters Score -12907.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12914.238281 Penalty: 499.868591
	Iteration 13Q: 3 clusters Score -12914.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12914.336914 Penalty: 499.868591
	Iteration 14Q: 3 clusters Score -12914.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12914.336914 Penalty: 499.868591
	Iteration 15F: 3 clusters Score -12914.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -32480.195312 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -32480.2 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 244 members 
Entering Unmasked Estep 
Score: -32009.318359 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -32009.32 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32131.714844 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -32131.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32165.031250 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -32165.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32197.185547 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -32197.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32209.376953 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -32209.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32220.720703 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -32220.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32224.619141 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -32224.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32228.847656 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -32228.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32234.271484 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -32234.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32238.265625 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -32238.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32243.921875 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -32243.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32248.341797 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -32248.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32252.666016 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -32252.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32256.062500 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -32256.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32261.275391 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -32261.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32263.679688 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -32263.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32266.496094 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -32266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32267.828125 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -32267.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32267.828125 Penalty: 563.318665
	Iteration 18F: 3 clusters Score -32267.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -74008.828125 Penalty: 322.598511
	Iteration 0F: 2 clusters Score -74008.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73064.898438 Penalty: 645.197021
	Iteration 0F: 3 clusters Score -73064.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -73374.906250 Penalty: 645.197021
	Iteration 1F: 3 clusters Score -73374.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73447.992188 Penalty: 645.197021
	Iteration 2F: 3 clusters Score -73447.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -73519.804688 Penalty: 645.197021
	Iteration 3F: 3 clusters Score -73519.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73600.054688 Penalty: 645.197021
	Iteration 4F: 3 clusters Score -73600.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73670.898438 Penalty: 645.197021
	Iteration 5F: 3 clusters Score -73670.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73715.335938 Penalty: 645.197021
	Iteration 6Q: 3 clusters Score -73715.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73743.234375 Penalty: 645.197021
	Iteration 7Q: 3 clusters Score -73743.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -73768.054688 Penalty: 645.197021
	Iteration 8Q: 3 clusters Score -73768.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -73781.656250 Penalty: 645.197021
	Iteration 9Q: 3 clusters Score -73781.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73791.679688 Penalty: 645.197021
	Iteration 10Q: 3 clusters Score -73791.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -73800.453125 Penalty: 645.197021
	Iteration 11Q: 3 clusters Score -73800.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -73819.218750 Penalty: 645.197021
	Iteration 12Q: 3 clusters Score -73819.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73845.937500 Penalty: 645.197021
	Iteration 13Q: 3 clusters Score -73845.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -73862.781250 Penalty: 645.197021
	Iteration 14Q: 3 clusters Score -73862.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -73882.250000 Penalty: 645.197021
	Iteration 15Q: 3 clusters Score -73882.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -73899.953125 Penalty: 645.197021
	Iteration 16Q: 3 clusters Score -73899.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -73922.250000 Penalty: 645.197021
	Iteration 17Q: 3 clusters Score -73922.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -73933.429688 Penalty: 645.197021
	Iteration 18Q: 3 clusters Score -73933.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -73941.289062 Penalty: 645.197021
	Iteration 19Q: 3 clusters Score -73941.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73959.015625 Penalty: 645.197021
	Iteration 20F: 3 clusters Score -73959.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -73972.789062 Penalty: 645.197021
	Iteration 21Q: 3 clusters Score -73972.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -73981.937500 Penalty: 645.197021
	Iteration 22Q: 3 clusters Score -73981.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -73990.007812 Penalty: 645.197021
	Iteration 23Q: 3 clusters Score -73990.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -73996.765625 Penalty: 645.197021
	Iteration 24Q: 3 clusters Score -73996.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -74006.085938 Penalty: 645.197021
	Iteration 25Q: 3 clusters Score -74006.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -74016.000000 Penalty: 645.197021
	Iteration 26Q: 3 clusters Score -74016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -74019.500000 Penalty: 645.197021
	Iteration 27Q: 3 clusters Score -74019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -74020.460938 Penalty: 645.197021
	Iteration 28Q: 3 clusters Score -74020.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -74021.031250 Penalty: 645.197021
	Iteration 29Q: 3 clusters Score -74021.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -74021.031250 Penalty: 645.197021
	Iteration 30F: 3 clusters Score -74021.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 365 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 835 members 
Entering Unmasked Estep 
Score: -53296088.000000 Penalty: 40541.507812
Splitting cluster 34 changes total score from -53296316.000000 to -53296088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -9832.066406 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -9832.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9529.327148 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -9529.327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9630.590820 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -9630.591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9678.512695 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -9678.513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9706.229492 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -9706.229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9727.839844 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -9727.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9731.057617 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -9731.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9731.057617 Penalty: 491.232819
	Iteration 6F: 3 clusters Score -9731.058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -44988.269531 Penalty: 299.165955
	Iteration 0F: 2 clusters Score -44988.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44364.246094 Penalty: 598.331909
	Iteration 0F: 3 clusters Score -44364.25 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44642.101562 Penalty: 598.331909
	Iteration 1F: 3 clusters Score -44642.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44713.687500 Penalty: 598.331909
	Iteration 2F: 3 clusters Score -44713.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44744.273438 Penalty: 598.331909
	Iteration 3Q: 3 clusters Score -44744.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44762.660156 Penalty: 598.331909
	Iteration 4Q: 3 clusters Score -44762.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44779.234375 Penalty: 598.331909
	Iteration 5Q: 3 clusters Score -44779.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44799.843750 Penalty: 598.331909
	Iteration 6Q: 3 clusters Score -44799.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44821.941406 Penalty: 598.331909
	Iteration 7Q: 3 clusters Score -44821.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44837.558594 Penalty: 598.331909
	Iteration 8Q: 3 clusters Score -44837.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44855.750000 Penalty: 598.331909
	Iteration 9Q: 3 clusters Score -44855.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44862.195312 Penalty: 598.331909
	Iteration 10Q: 3 clusters Score -44862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44866.753906 Penalty: 598.331909
	Iteration 11Q: 3 clusters Score -44866.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44879.113281 Penalty: 598.331909
	Iteration 12Q: 3 clusters Score -44879.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44890.347656 Penalty: 598.331909
	Iteration 13Q: 3 clusters Score -44890.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44899.730469 Penalty: 598.331909
	Iteration 14Q: 3 clusters Score -44899.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44913.695312 Penalty: 598.331909
	Iteration 15Q: 3 clusters Score -44913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44923.523438 Penalty: 598.331909
	Iteration 16Q: 3 clusters Score -44923.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44941.824219 Penalty: 598.331909
	Iteration 17Q: 3 clusters Score -44941.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44960.738281 Penalty: 598.331909
	Iteration 18Q: 3 clusters Score -44960.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44988.730469 Penalty: 598.331909
	Iteration 19Q: 3 clusters Score -44988.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45006.171875 Penalty: 598.331909
	Iteration 20F: 3 clusters Score -45006.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45024.253906 Penalty: 598.331909
	Iteration 21Q: 3 clusters Score -45024.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45038.128906 Penalty: 598.331909
	Iteration 22Q: 3 clusters Score -45038.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45041.019531 Penalty: 598.331909
	Iteration 23Q: 3 clusters Score -45041.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45046.011719 Penalty: 598.331909
	Iteration 24Q: 3 clusters Score -45046.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45048.343750 Penalty: 598.331909
	Iteration 25Q: 3 clusters Score -45048.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45049.792969 Penalty: 598.331909
	Iteration 26Q: 3 clusters Score -45049.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45049.792969 Penalty: 598.331909
	Iteration 27F: 3 clusters Score -45049.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 518 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 199 members 
Entering Unmasked Estep 
Score: -53296056.000000 Penalty: 40541.507812
Splitting cluster 36 changes total score from -53296316.000000 to -53296056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6818.617676 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6818.618 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 59 members 
Entering Unmasked Estep 
Score: -6600.570312 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6600.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6667.726074 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6667.726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6706.714844 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6706.715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6728.050293 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -6728.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6744.667969 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -6744.668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6751.296875 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6751.297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6759.869629 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6759.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6762.898438 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6762.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6762.898438 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -6762.898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12563.377930 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12563.38 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 108 members 
Entering Unmasked Estep 
Score: -12291.032227 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -12291.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12370.641602 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -12370.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12388.346680 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12388.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12394.574219 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -12394.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12399.840820 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12399.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12402.678711 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12402.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12417.296875 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12423.445312 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12423.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12426.974609 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -12426.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12429.837891 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -12429.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12432.046875 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -12432.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12434.442383 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -12434.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12437.279297 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -12437.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12438.723633 Penalty: 485.277405
	Iteration 13Q: 3 clusters Score -12438.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12439.460938 Penalty: 485.277405
	Iteration 14Q: 3 clusters Score -12439.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12439.460938 Penalty: 485.277405
	Iteration 15F: 3 clusters Score -12439.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -66015.648438 Penalty: 315.292999
	Iteration 0F: 2 clusters Score -66015.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -65200.648438 Penalty: 630.585999
	Iteration 0F: 3 clusters Score -65200.65 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -65433.941406 Penalty: 630.585999
	Iteration 1F: 3 clusters Score -65433.94 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65509.078125 Penalty: 630.585999
	Iteration 2F: 3 clusters Score -65509.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -65562.679688 Penalty: 630.585999
	Iteration 3F: 3 clusters Score -65562.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65615.414062 Penalty: 630.585999
	Iteration 4F: 3 clusters Score -65615.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -65663.789062 Penalty: 630.585999
	Iteration 5Q: 3 clusters Score -65663.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -65703.203125 Penalty: 630.585999
	Iteration 6Q: 3 clusters Score -65703.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -65757.890625 Penalty: 630.585999
	Iteration 7Q: 3 clusters Score -65757.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -65818.429688 Penalty: 630.585999
	Iteration 8Q: 3 clusters Score -65818.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -65854.492188 Penalty: 630.585999
	Iteration 9Q: 3 clusters Score -65854.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -65893.781250 Penalty: 630.585999
	Iteration 10Q: 3 clusters Score -65893.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -65921.585938 Penalty: 630.585999
	Iteration 11Q: 3 clusters Score -65921.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -65943.593750 Penalty: 630.585999
	Iteration 12Q: 3 clusters Score -65943.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -65954.765625 Penalty: 630.585999
	Iteration 13Q: 3 clusters Score -65954.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -65962.687500 Penalty: 630.585999
	Iteration 14Q: 3 clusters Score -65962.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -65966.640625 Penalty: 630.585999
	Iteration 15Q: 3 clusters Score -65966.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -65968.968750 Penalty: 630.585999
	Iteration 16Q: 3 clusters Score -65968.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -65970.679688 Penalty: 630.585999
	Iteration 17Q: 3 clusters Score -65970.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65973.796875 Penalty: 630.585999
	Iteration 18Q: 3 clusters Score -65973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -65974.570312 Penalty: 630.585999
	Iteration 19Q: 3 clusters Score -65974.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -65975.929688 Penalty: 630.585999
	Iteration 20F: 3 clusters Score -65975.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -65979.140625 Penalty: 630.585999
	Iteration 21Q: 3 clusters Score -65979.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -65981.929688 Penalty: 630.585999
	Iteration 22Q: 3 clusters Score -65981.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -65984.007812 Penalty: 630.585999
	Iteration 23Q: 3 clusters Score -65984.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -65986.304688 Penalty: 630.585999
	Iteration 24Q: 3 clusters Score -65986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -65989.062500 Penalty: 630.585999
	Iteration 25Q: 3 clusters Score -65989.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -65992.203125 Penalty: 630.585999
	Iteration 26Q: 3 clusters Score -65992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -65995.101562 Penalty: 630.585999
	Iteration 27Q: 3 clusters Score -65995.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -65996.484375 Penalty: 630.585999
	Iteration 28Q: 3 clusters Score -65996.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -65996.617188 Penalty: 630.585999
	Iteration 29Q: 3 clusters Score -65996.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -65996.617188 Penalty: 630.585999
	Iteration 30F: 3 clusters Score -65996.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -45916.882812 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -45916.88 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 382 members 
Entering Unmasked Estep 
Score: -45285.207031 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -45285.21 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45494.226562 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -45494.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45580.984375 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -45580.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45658.710938 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -45658.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45740.011719 Penalty: 602.547913
	Iteration 4F: 3 clusters Score -45740.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45806.035156 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -45806.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45843.867188 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -45843.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45870.761719 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -45870.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45902.011719 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -45902.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45931.906250 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -45931.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45948.097656 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -45948.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45967.738281 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -45967.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -45994.199219 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -45994.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46037.566406 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -46037.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46094.328125 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -46094.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46140.257812 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -46140.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -46168.394531 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -46168.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46182.398438 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -46182.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -46203.914062 Penalty: 602.547913
	Iteration 18Q: 3 clusters Score -46203.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -46218.101562 Penalty: 602.547913
	Iteration 19Q: 3 clusters Score -46218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46218.320312 Penalty: 602.547913
	Iteration 20F: 3 clusters Score -46218.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Entering Unmasked Estep 
Score: -53296360.000000 Penalty: 40541.507812
Splitting cluster 40 changes total score from -53296316.000000 to -53296360.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -28049.685547 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -28049.69 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 242 members 
Entering Unmasked Estep 
Score: -27600.478516 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -27600.48 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27734.275391 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -27734.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27770.011719 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -27770.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27788.109375 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -27788.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27799.257812 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -27799.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27811.867188 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -27811.87 nChanged 8
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: -27824.316406 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -27824.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27832.859375 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -27832.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27835.683594 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -27835.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27839.304688 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -27839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27842.408203 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -27842.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27846.070312 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -27846.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27849.023438 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -27849.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27852.019531 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -27852.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27853.511719 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -27853.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27854.492188 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -27854.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27855.544922 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -27855.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27855.759766 Penalty: 556.947083
	Iteration 17Q: 3 clusters Score -27855.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27856.330078 Penalty: 556.947083
	Iteration 18Q: 3 clusters Score -27856.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27856.740234 Penalty: 556.947083
	Iteration 19Q: 3 clusters Score -27856.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27856.740234 Penalty: 556.947083
	Iteration 20F: 3 clusters Score -27856.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -12015.036133 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -12015.04 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 84 members 
Entering Unmasked Estep 
Score: -11736.338867 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -11736.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11769.388672 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -11769.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11808.030273 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -11808.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11819.313477 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -11819.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11827.190430 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -11827.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11837.590820 Penalty: 467.891388
	Iteration 5F: 3 clusters Score -11837.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11845.010742 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -11845.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11848.539062 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -11848.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11850.318359 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -11850.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11852.047852 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -11852.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11865.069336 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -11865.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11876.157227 Penalty: 467.891388
	Iteration 11Q: 3 clusters Score -11876.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11881.094727 Penalty: 467.891388
	Iteration 12Q: 3 clusters Score -11881.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11894.724609 Penalty: 467.891388
	Iteration 13Q: 3 clusters Score -11894.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11896.167969 Penalty: 467.891388
	Iteration 14Q: 3 clusters Score -11896.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11898.145508 Penalty: 467.891388
	Iteration 15Q: 3 clusters Score -11898.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11898.145508 Penalty: 467.891388
	Iteration 16F: 3 clusters Score -11898.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -14852.493164 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -14852.49 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: -14437.133789 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -14437.13 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14665.272461 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -14665.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14767.627930 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -14767.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14817.552734 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -14817.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14837.108398 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -14837.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14841.853516 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -14841.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14857.047852 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -14857.05 nChanged 5
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: -14860.001953 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -14860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14863.569336 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -14863.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14868.639648 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -14868.64 nChanged 3
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: -14872.108398 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -14872.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14874.747070 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -14874.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14874.747070 Penalty: 551.804443
	Iteration 12F: 3 clusters Score -14874.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 210 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 220 members 
Entering Unmasked Estep 
Score: -53295992.000000 Penalty: 41165.226562
Splitting cluster 43 changes total score from -53296316.000000 to -53295992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -19996.132812 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -19996.13 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 156 members 
Entering Unmasked Estep 
Score: -19636.468750 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -19636.47 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19806.667969 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -19806.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19898.453125 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -19898.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19964.943359 Penalty: 528.813843
	Iteration 3F: 3 clusters Score -19964.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19990.798828 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -19990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20000.210938 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -20000.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20007.019531 Penalty: 528.813843
	Iteration 6Q: 3 clusters Score -20007.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20016.386719 Penalty: 528.813843
	Iteration 7Q: 3 clusters Score -20016.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20035.994141 Penalty: 528.813843
	Iteration 8Q: 3 clusters Score -20035.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20045.697266 Penalty: 528.813843
	Iteration 9Q: 3 clusters Score -20045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20054.023438 Penalty: 528.813843
	Iteration 10Q: 3 clusters Score -20054.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20070.544922 Penalty: 528.813843
	Iteration 11Q: 3 clusters Score -20070.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20080.583984 Penalty: 528.813843
	Iteration 12Q: 3 clusters Score -20080.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20085.671875 Penalty: 528.813843
	Iteration 13Q: 3 clusters Score -20085.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20091.025391 Penalty: 528.813843
	Iteration 14Q: 3 clusters Score -20091.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20100.519531 Penalty: 528.813843
	Iteration 15Q: 3 clusters Score -20100.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20108.062500 Penalty: 528.813843
	Iteration 16Q: 3 clusters Score -20108.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20110.658203 Penalty: 528.813843
	Iteration 17Q: 3 clusters Score -20110.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20111.859375 Penalty: 528.813843
	Iteration 18F: 3 clusters Score -20111.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20123.732422 Penalty: 528.813843
	Iteration 19Q: 3 clusters Score -20123.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20125.595703 Penalty: 528.813843
	Iteration 20F: 3 clusters Score -20125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20126.886719 Penalty: 528.813843
	Iteration 21Q: 3 clusters Score -20126.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20128.173828 Penalty: 528.813843
	Iteration 22Q: 3 clusters Score -20128.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20128.648438 Penalty: 528.813843
	Iteration 23Q: 3 clusters Score -20128.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20128.648438 Penalty: 528.813843
	Iteration 24F: 3 clusters Score -20128.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 217 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 117 members 
Entering Unmasked Estep 
Score: -53296116.000000 Penalty: 41165.226562
Splitting cluster 44 changes total score from -53296316.000000 to -53296116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -111565.343750 Penalty: 340.996582
	Iteration 0F: 2 clusters Score -111565.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110253.039062 Penalty: 681.993164
	Iteration 0F: 3 clusters Score -110253 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110753.406250 Penalty: 681.993164
	Iteration 1F: 3 clusters Score -110753.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -110898.015625 Penalty: 681.993164
	Iteration 2F: 3 clusters Score -110898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -110977.867188 Penalty: 681.993164
	Iteration 3F: 3 clusters Score -110977.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -111018.835938 Penalty: 681.993164
	Iteration 4Q: 3 clusters Score -111018.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -111040.984375 Penalty: 681.993164
	Iteration 5Q: 3 clusters Score -111041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -111063.171875 Penalty: 681.993164
	Iteration 6Q: 3 clusters Score -111063.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -111086.289062 Penalty: 681.993164
	Iteration 7Q: 3 clusters Score -111086.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -111117.507812 Penalty: 681.993164
	Iteration 8Q: 3 clusters Score -111117.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -111138.718750 Penalty: 681.993164
	Iteration 9Q: 3 clusters Score -111138.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -111152.046875 Penalty: 681.993164
	Iteration 10Q: 3 clusters Score -111152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -111168.039062 Penalty: 681.993164
	Iteration 11Q: 3 clusters Score -111168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -111176.835938 Penalty: 681.993164
	Iteration 12Q: 3 clusters Score -111176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -111182.367188 Penalty: 681.993164
	Iteration 13Q: 3 clusters Score -111182.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -111192.625000 Penalty: 681.993164
	Iteration 14Q: 3 clusters Score -111192.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -111200.015625 Penalty: 681.993164
	Iteration 15Q: 3 clusters Score -111200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -111204.578125 Penalty: 681.993164
	Iteration 16Q: 3 clusters Score -111204.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -111209.187500 Penalty: 681.993164
	Iteration 17Q: 3 clusters Score -111209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -111211.093750 Penalty: 681.993164
	Iteration 18Q: 3 clusters Score -111211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -111212.164062 Penalty: 681.993164
	Iteration 19Q: 3 clusters Score -111212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -111214.179688 Penalty: 681.993164
	Iteration 20F: 3 clusters Score -111214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -111215.726562 Penalty: 681.993164
	Iteration 21Q: 3 clusters Score -111215.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -111216.375000 Penalty: 681.993164
	Iteration 22Q: 3 clusters Score -111216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -111216.921875 Penalty: 681.993164
	Iteration 23Q: 3 clusters Score -111216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -111217.453125 Penalty: 681.993164
	Iteration 24Q: 3 clusters Score -111217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -111218.187500 Penalty: 681.993164
	Iteration 25Q: 3 clusters Score -111218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -111220.289062 Penalty: 681.993164
	Iteration 26Q: 3 clusters Score -111220.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -111221.359375 Penalty: 681.993164
	Iteration 27Q: 3 clusters Score -111221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -111223.007812 Penalty: 681.993164
	Iteration 28Q: 3 clusters Score -111223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -111225.484375 Penalty: 681.993164
	Iteration 29Q: 3 clusters Score -111225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -111228.484375 Penalty: 681.993164
	Iteration 30Q: 3 clusters Score -111228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -111229.289062 Penalty: 681.993164
	Iteration 31Q: 3 clusters Score -111229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -111230.054688 Penalty: 681.993164
	Iteration 32Q: 3 clusters Score -111230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -111230.648438 Penalty: 681.993164
	Iteration 33Q: 3 clusters Score -111230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -111231.296875 Penalty: 681.993164
	Iteration 34Q: 3 clusters Score -111231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -111231.835938 Penalty: 681.993164
	Iteration 35Q: 3 clusters Score -111231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -111231.976562 Penalty: 681.993164
	Iteration 36Q: 3 clusters Score -111232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -111232.218750 Penalty: 681.993164
	Iteration 37Q: 3 clusters Score -111232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -111232.406250 Penalty: 681.993164
	Iteration 38Q: 3 clusters Score -111232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -111232.851562 Penalty: 681.993164
	Iteration 39Q: 3 clusters Score -111232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -111233.070312 Penalty: 681.993164
	Iteration 40F: 3 clusters Score -111233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -111233.101562 Penalty: 681.993164
	Iteration 41Q: 3 clusters Score -111233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -111233.101562 Penalty: 681.993164
	Iteration 42F: 3 clusters Score -111233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -16037.338867 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -16037.34 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 138 members 
Entering Unmasked Estep 
Score: -15710.238281 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -15710.24 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15866.051758 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -15866.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15925.849609 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -15925.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15976.308594 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -15976.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16018.630859 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -16018.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16061.684570 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -16061.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16083.092773 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -16083.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16145.585938 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -16145.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16154.012695 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -16154.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16155.118164 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -16155.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16155.118164 Penalty: 514.376526
	Iteration 10F: 3 clusters Score -16155.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 189 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 96 members 
Entering Unmasked Estep 
Score: -53296084.000000 Penalty: 41165.226562
Splitting cluster 46 changes total score from -53296316.000000 to -53296084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -92259.250000 Penalty: 330.799225
	Iteration 0F: 2 clusters Score -92259.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -91172.187500 Penalty: 661.598450
	Iteration 0F: 3 clusters Score -91172.19 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -91634.835938 Penalty: 661.598450
	Iteration 1F: 3 clusters Score -91634.84 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -91800.234375 Penalty: 661.598450
	Iteration 2F: 3 clusters Score -91800.23 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -91946.406250 Penalty: 661.598450
	Iteration 3F: 3 clusters Score -91946.41 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -92049.601562 Penalty: 661.598450
	Iteration 4F: 3 clusters Score -92049.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -92141.906250 Penalty: 661.598450
	Iteration 5F: 3 clusters Score -92141.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92239.414062 Penalty: 661.598450
	Iteration 6Q: 3 clusters Score -92239.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92309.906250 Penalty: 661.598450
	Iteration 7Q: 3 clusters Score -92309.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -92342.257812 Penalty: 661.598450
	Iteration 8Q: 3 clusters Score -92342.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92347.757812 Penalty: 661.598450
	Iteration 9Q: 3 clusters Score -92347.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92350.351562 Penalty: 661.598450
	Iteration 10Q: 3 clusters Score -92350.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92351.867188 Penalty: 661.598450
	Iteration 11Q: 3 clusters Score -92351.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92352.250000 Penalty: 661.598450
	Iteration 12Q: 3 clusters Score -92352.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92352.250000 Penalty: 661.598450
	Iteration 13F: 3 clusters Score -92352.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 801 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 636 members 
Entering Unmasked Estep 
Score: -53296012.000000 Penalty: 41165.226562
Splitting cluster 47 changes total score from -53296316.000000 to -53296012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -312300.656250 Penalty: 388.495697
	Iteration 0F: 2 clusters Score -312300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -308830.531250 Penalty: 776.991394
	Iteration 0F: 3 clusters Score -308830.5 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -310196.656250 Penalty: 776.991394
	Iteration 1F: 3 clusters Score -310196.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -310352.875000 Penalty: 776.991394
	Iteration 2F: 3 clusters Score -310352.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -310544.468750 Penalty: 776.991394
	Iteration 3F: 3 clusters Score -310544.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -310841.187500 Penalty: 776.991394
	Iteration 4F: 3 clusters Score -310841.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -311198.906250 Penalty: 776.991394
	Iteration 5F: 3 clusters Score -311198.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -311564.937500 Penalty: 776.991394
	Iteration 6F: 3 clusters Score -311564.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -311783.218750 Penalty: 776.991394
	Iteration 7F: 3 clusters Score -311783.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -311893.093750 Penalty: 776.991394
	Iteration 8Q: 3 clusters Score -311893.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -311950.906250 Penalty: 776.991394
	Iteration 9Q: 3 clusters Score -311950.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -311992.437500 Penalty: 776.991394
	Iteration 10Q: 3 clusters Score -311992.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -312022.781250 Penalty: 776.991394
	Iteration 11Q: 3 clusters Score -312022.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -312045.718750 Penalty: 776.991394
	Iteration 12Q: 3 clusters Score -312045.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -312061.531250 Penalty: 776.991394
	Iteration 13Q: 3 clusters Score -312061.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -312070.156250 Penalty: 776.991394
	Iteration 14Q: 3 clusters Score -312070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -312075.750000 Penalty: 776.991394
	Iteration 15Q: 3 clusters Score -312075.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -312081.281250 Penalty: 776.991394
	Iteration 16Q: 3 clusters Score -312081.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -312085.812500 Penalty: 776.991394
	Iteration 17Q: 3 clusters Score -312085.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312094.625000 Penalty: 776.991394
	Iteration 18Q: 3 clusters Score -312094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -312097.968750 Penalty: 776.991394
	Iteration 19Q: 3 clusters Score -312098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -312099.968750 Penalty: 776.991394
	Iteration 20F: 3 clusters Score -312100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -312102.187500 Penalty: 776.991394
	Iteration 21Q: 3 clusters Score -312102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -312103.093750 Penalty: 776.991394
	Iteration 22Q: 3 clusters Score -312103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -312104.656250 Penalty: 776.991394
	Iteration 23Q: 3 clusters Score -312104.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -312106.156250 Penalty: 776.991394
	Iteration 24Q: 3 clusters Score -312106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -312106.750000 Penalty: 776.991394
	Iteration 25Q: 3 clusters Score -312106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -312106.781250 Penalty: 776.991394
	Iteration 26Q: 3 clusters Score -312106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -312107.656250 Penalty: 776.991394
	Iteration 27Q: 3 clusters Score -312107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312107.781250 Penalty: 776.991394
	Iteration 28Q: 3 clusters Score -312107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -312107.906250 Penalty: 776.991394
	Iteration 29Q: 3 clusters Score -312107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -312108.218750 Penalty: 776.991394
	Iteration 30Q: 3 clusters Score -312108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -312107.968750 Penalty: 776.991394
	Iteration 31Q: 3 clusters Score -312108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -312109.437500 Penalty: 776.991394
	Iteration 32Q: 3 clusters Score -312109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312109.000000 Penalty: 776.991394
	Iteration 33Q: 3 clusters Score -312109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -312109.937500 Penalty: 776.991394
	Iteration 34Q: 3 clusters Score -312109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -312110.312500 Penalty: 776.991394
	Iteration 35Q: 3 clusters Score -312110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -312110.312500 Penalty: 776.991394
	Iteration 36Q: 3 clusters Score -312110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -312110.531250 Penalty: 776.991394
	Iteration 37Q: 3 clusters Score -312110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -312110.375000 Penalty: 776.991394
	Iteration 38Q: 3 clusters Score -312110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -312110.406250 Penalty: 776.991394
	Iteration 39Q: 3 clusters Score -312110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -312110.562500 Penalty: 776.991394
	Iteration 40F: 3 clusters Score -312110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -7801.136230 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7801.136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7573.431641 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -7573.432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7634.720215 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -7634.72 nChanged 9
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: -7648.624512 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -7648.625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7657.461914 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -7657.462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7663.620605 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7663.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7665.983398 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7665.983 nChanged 1
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: -7668.299805 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -7668.3 nChanged 0
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: -7668.299805 Penalty: 452.882751
	Iteration 7F: 3 clusters Score -7668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -9799.727539 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -9799.728 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 86 members 
Entering Unmasked Estep 
Score: -9566.171875 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -9566.172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9658.744141 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -9658.744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9719.781250 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -9719.781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9831.172852 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -9831.173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9935.150391 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -9935.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9962.964844 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9962.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9967.737305 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9967.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9982.005859 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -9982.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9982.005859 Penalty: 466.280701
	Iteration 8F: 3 clusters Score -9982.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 111 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 57 members 
Entering Unmasked Estep 
Score: -53296116.000000 Penalty: 41165.226562
Splitting cluster 50 changes total score from -53296316.000000 to -53296116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9155.780273 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9155.78 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 90 members 
Entering Unmasked Estep 
Score: -8882.231445 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8882.231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8979.824219 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8979.824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9074.441406 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9074.441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9214.823242 Penalty: 473.564606
	Iteration 3F: 3 clusters Score -9214.823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9354.071289 Penalty: 473.564606
	Iteration 4F: 3 clusters Score -9354.071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9453.913086 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9453.913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9488.380859 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9488.381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9672.814453 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9672.814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9793.776367 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9793.776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9793.776367 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -9793.776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 121 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1485 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Entering Unmasked Estep 
Score: -53296616.000000 Penalty: 41165.226562
Splitting cluster 51 changes total score from -53296316.000000 to -53296616.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 52 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -16135.374023 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -16135.37 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 125 members 
Entering Unmasked Estep 
Score: -15815.999023 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -15816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15922.203125 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -15922.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15994.607422 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -15994.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16019.780273 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -16019.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16034.970703 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -16034.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16045.032227 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -16045.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16056.499023 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -16056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16062.687500 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -16062.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16071.004883 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -16071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16078.504883 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -16078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16080.196289 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -16080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16081.206055 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -16081.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16081.206055 Penalty: 504.965912
	Iteration 12F: 3 clusters Score -16081.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -8033.392090 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8033.392 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 74 members 
Entering Unmasked Estep 
Score: -7834.835449 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7834.835 nChanged 43
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: -7924.941406 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7924.941 nChanged 12
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: -7941.310547 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7941.311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7948.142090 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7948.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7949.395508 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7949.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7949.395508 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -7949.396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Entering Unmasked Estep 
Score: -92453.601562 Penalty: 332.294250
	Iteration 0F: 2 clusters Score -92453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91427.828125 Penalty: 664.588501
	Iteration 0F: 3 clusters Score -91427.83 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -92069.437500 Penalty: 664.588501
	Iteration 1F: 3 clusters Score -92069.44 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -92242.156250 Penalty: 664.588501
	Iteration 2F: 3 clusters Score -92242.16 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -92332.851562 Penalty: 664.588501
	Iteration 3F: 3 clusters Score -92332.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -92393.953125 Penalty: 664.588501
	Iteration 4Q: 3 clusters Score -92393.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -92431.625000 Penalty: 664.588501
	Iteration 5Q: 3 clusters Score -92431.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -92458.593750 Penalty: 664.588501
	Iteration 6Q: 3 clusters Score -92458.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -92472.679688 Penalty: 664.588501
	Iteration 7Q: 3 clusters Score -92472.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -92480.492188 Penalty: 664.588501
	Iteration 8Q: 3 clusters Score -92480.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -92492.390625 Penalty: 664.588501
	Iteration 9Q: 3 clusters Score -92492.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -92499.664062 Penalty: 664.588501
	Iteration 10Q: 3 clusters Score -92499.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -92512.890625 Penalty: 664.588501
	Iteration 11Q: 3 clusters Score -92512.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -92517.179688 Penalty: 664.588501
	Iteration 12Q: 3 clusters Score -92517.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -92517.945312 Penalty: 664.588501
	Iteration 13Q: 3 clusters Score -92517.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -92519.726562 Penalty: 664.588501
	Iteration 14Q: 3 clusters Score -92519.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -92519.742188 Penalty: 664.588501
	Iteration 15Q: 3 clusters Score -92519.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -92520.765625 Penalty: 664.588501
	Iteration 16Q: 3 clusters Score -92520.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -92520.765625 Penalty: 664.588501
	Iteration 17F: 3 clusters Score -92520.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 121 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1106 members 
Entering Unmasked Estep 
Score: -53296360.000000 Penalty: 41788.941406
Splitting cluster 54 changes total score from -53296316.000000 to -53296360.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 55 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8048.023926 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8048.024 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 87 members 
Entering Unmasked Estep 
Score: -7786.192383 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7786.192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7876.671875 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7876.672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7922.655273 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7922.655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7938.136230 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7938.136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7942.953613 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7942.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7944.664062 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7944.664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7945.591797 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7945.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7946.190430 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -7946.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7946.190430 Penalty: 473.564606
	Iteration 8F: 3 clusters Score -7946.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -22225.869141 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -22225.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21819.033203 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -21819.03 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21922.101562 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -21922.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21967.132812 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -21967.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22001.183594 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -22001.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22030.414062 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -22030.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22066.419922 Penalty: 539.107300
	Iteration 5F: 3 clusters Score -22066.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22090.482422 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -22090.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22100.304688 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -22100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22107.246094 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -22107.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22124.718750 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -22124.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22141.318359 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -22141.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22168.580078 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -22168.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22186.017578 Penalty: 539.107300
	Iteration 12Q: 3 clusters Score -22186.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22197.525391 Penalty: 539.107300
	Iteration 13Q: 3 clusters Score -22197.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22204.589844 Penalty: 539.107300
	Iteration 14Q: 3 clusters Score -22204.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22204.914062 Penalty: 539.107300
	Iteration 15Q: 3 clusters Score -22204.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22204.914062 Penalty: 539.107300
	Iteration 16F: 3 clusters Score -22204.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -33025.726562 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -33025.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32511.023438 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -32511.02 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32656.371094 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -32656.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32704.152344 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -32704.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32741.751953 Penalty: 569.273254
	Iteration 3F: 3 clusters Score -32741.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32757.613281 Penalty: 569.273254
	Iteration 4Q: 3 clusters Score -32757.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32770.937500 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -32770.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32777.910156 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -32777.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32782.386719 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -32782.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32787.351562 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -32787.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32789.324219 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -32789.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32792.757812 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -32792.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32796.828125 Penalty: 569.273254
	Iteration 11Q: 3 clusters Score -32796.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32800.515625 Penalty: 569.273254
	Iteration 12Q: 3 clusters Score -32800.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32807.421875 Penalty: 569.273254
	Iteration 13Q: 3 clusters Score -32807.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32814.929688 Penalty: 569.273254
	Iteration 14Q: 3 clusters Score -32814.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32822.839844 Penalty: 569.273254
	Iteration 15Q: 3 clusters Score -32822.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32838.789062 Penalty: 569.273254
	Iteration 16Q: 3 clusters Score -32838.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32858.257812 Penalty: 569.273254
	Iteration 17Q: 3 clusters Score -32858.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32864.089844 Penalty: 569.273254
	Iteration 18Q: 3 clusters Score -32864.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32865.296875 Penalty: 569.273254
	Iteration 19Q: 3 clusters Score -32865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32867.769531 Penalty: 569.273254
	Iteration 20F: 3 clusters Score -32867.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32873.339844 Penalty: 569.273254
	Iteration 21Q: 3 clusters Score -32873.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32874.546875 Penalty: 569.273254
	Iteration 22Q: 3 clusters Score -32874.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32875.761719 Penalty: 569.273254
	Iteration 23Q: 3 clusters Score -32875.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32876.125000 Penalty: 569.273254
	Iteration 24Q: 3 clusters Score -32876.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32876.757812 Penalty: 569.273254
	Iteration 25Q: 3 clusters Score -32876.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32876.757812 Penalty: 569.273254
	Iteration 26F: 3 clusters Score -32876.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -49395.691406 Penalty: 304.658844
	Iteration 0F: 2 clusters Score -49395.69 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 383 members 
Entering Unmasked Estep 
Score: -48715.808594 Penalty: 609.317688
	Iteration 0F: 3 clusters Score -48715.81 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48939.742188 Penalty: 609.317688
	Iteration 1F: 3 clusters Score -48939.74 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49052.480469 Penalty: 609.317688
	Iteration 2F: 3 clusters Score -49052.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49126.765625 Penalty: 609.317688
	Iteration 3F: 3 clusters Score -49126.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49165.003906 Penalty: 609.317688
	Iteration 4Q: 3 clusters Score -49165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49187.570312 Penalty: 609.317688
	Iteration 5Q: 3 clusters Score -49187.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49198.027344 Penalty: 609.317688
	Iteration 6Q: 3 clusters Score -49198.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49205.441406 Penalty: 609.317688
	Iteration 7Q: 3 clusters Score -49205.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49210.152344 Penalty: 609.317688
	Iteration 8Q: 3 clusters Score -49210.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49212.535156 Penalty: 609.317688
	Iteration 9Q: 3 clusters Score -49212.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49215.746094 Penalty: 609.317688
	Iteration 10Q: 3 clusters Score -49215.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49217.410156 Penalty: 609.317688
	Iteration 11Q: 3 clusters Score -49217.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49217.718750 Penalty: 609.317688
	Iteration 12Q: 3 clusters Score -49217.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49217.718750 Penalty: 609.317688
	Iteration 13F: 3 clusters Score -49217.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -13465.262695 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -13465.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13154.534180 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -13154.53 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13361.800781 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -13361.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13456.485352 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -13456.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13506.239258 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -13506.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13524.249023 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -13524.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13546.518555 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -13546.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13560.367188 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -13560.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13560.367188 Penalty: 503.178040
	Iteration 7F: 3 clusters Score -13560.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 121 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 165 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1106 members 
Mstep: Class 68 contains 87 members 
Entering Unmasked Estep 
Score: -53296052.000000 Penalty: 42412.656250
Splitting cluster 59 changes total score from -53296316.000000 to -53296052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51118.757812 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51118.76 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 388 members 
Entering Unmasked Estep 
Score: -50431.542969 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50431.54 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50638.113281 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -50638.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50700.398438 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -50700.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50752.457031 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -50752.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -50826.074219 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -50826.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -50870.000000 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -50870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50905.605469 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -50905.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50946.195312 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -50946.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50978.277344 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -50978.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -51000.035156 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -51000.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51013.542969 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -51013.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51022.671875 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -51022.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51029.421875 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -51029.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51034.035156 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -51034.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51036.472656 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -51036.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51038.339844 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -51038.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51042.027344 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -51042.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51042.933594 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -51042.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -51044.429688 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -51044.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51045.511719 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -51045.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51045.707031 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -51045.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11499.909180 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11499.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11259.145508 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11259.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11512.592773 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11512.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11582.543945 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11582.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11685.770508 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11685.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11713.210938 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11713.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11718.992188 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11718.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11718.992188 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -11718.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 121 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 64 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1106 members 
Mstep: Class 68 contains 132 members 
Entering Unmasked Estep 
Score: -53296180.000000 Penalty: 42412.656250
Splitting cluster 61 changes total score from -53296316.000000 to -53296180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -122578.789062 Penalty: 343.650665
	Iteration 0F: 2 clusters Score -122578.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -121171.781250 Penalty: 687.301331
	Iteration 0F: 3 clusters Score -121171.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -121713.500000 Penalty: 687.301331
	Iteration 1F: 3 clusters Score -121713.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -121827.054688 Penalty: 687.301331
	Iteration 2F: 3 clusters Score -121827.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -121943.656250 Penalty: 687.301331
	Iteration 3F: 3 clusters Score -121943.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -122066.453125 Penalty: 687.301331
	Iteration 4F: 3 clusters Score -122066.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -122159.101562 Penalty: 687.301331
	Iteration 5F: 3 clusters Score -122159.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -122222.226562 Penalty: 687.301331
	Iteration 6Q: 3 clusters Score -122222.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122268.687500 Penalty: 687.301331
	Iteration 7Q: 3 clusters Score -122268.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122301.234375 Penalty: 687.301331
	Iteration 8Q: 3 clusters Score -122301.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -122323.906250 Penalty: 687.301331
	Iteration 9Q: 3 clusters Score -122323.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -122335.992188 Penalty: 687.301331
	Iteration 10Q: 3 clusters Score -122336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -122344.796875 Penalty: 687.301331
	Iteration 11Q: 3 clusters Score -122344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -122347.492188 Penalty: 687.301331
	Iteration 12Q: 3 clusters Score -122347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -122349.640625 Penalty: 687.301331
	Iteration 13Q: 3 clusters Score -122349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -122351.554688 Penalty: 687.301331
	Iteration 14Q: 3 clusters Score -122351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -122352.148438 Penalty: 687.301331
	Iteration 15Q: 3 clusters Score -122352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -122353.039062 Penalty: 687.301331
	Iteration 16Q: 3 clusters Score -122353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -122355.000000 Penalty: 687.301331
	Iteration 17Q: 3 clusters Score -122355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -122357.398438 Penalty: 687.301331
	Iteration 18Q: 3 clusters Score -122357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -122359.101562 Penalty: 687.301331
	Iteration 19Q: 3 clusters Score -122359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -122359.812500 Penalty: 687.301331
	Iteration 20F: 3 clusters Score -122359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -122360.773438 Penalty: 687.301331
	Iteration 21Q: 3 clusters Score -122360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -122361.804688 Penalty: 687.301331
	Iteration 22Q: 3 clusters Score -122361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -122362.195312 Penalty: 687.301331
	Iteration 23Q: 3 clusters Score -122362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -122362.726562 Penalty: 687.301331
	Iteration 24Q: 3 clusters Score -122362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122362.335938 Penalty: 687.301331
	Iteration 25Q: 3 clusters Score -122362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122362.335938 Penalty: 687.301331
	Iteration 26F: 3 clusters Score -122362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17445.089844 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17445.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17124.609375 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -17124.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17238.949219 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17238.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17270.785156 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17270.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17276.121094 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -17276.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17276.121094 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -17276.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -12307.188477 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -12307.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11987.760742 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -11987.76 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12115.708008 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -12115.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12150.433594 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -12150.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12174.425781 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -12174.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12184.554688 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -12184.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12191.116211 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -12191.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12193.448242 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -12193.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12194.716797 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -12194.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12195.775391 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -12195.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12195.775391 Penalty: 504.965912
	Iteration 9F: 3 clusters Score -12195.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100407 members 
Mstep: Class 6 contains 80003 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82499 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 86477 members 
Mstep: Class 14 contains 84673 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 88648 members 
Mstep: Class 18 contains 49648 members 
Mstep: Class 19 contains 17521 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 93104 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 717 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5107 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 121 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 374 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 809 members 
Mstep: Class 59 contains 252 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296460.000000 Penalty: 41788.941406
Iteration 479Q: 68 clusters Score -5.329646e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100405 members 
Mstep: Class 6 contains 79980 members 
Mstep: Class 7 contains 79718 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82503 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 87476 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 86489 members 
Mstep: Class 14 contains 84649 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 88625 members 
Mstep: Class 18 contains 49663 members 
Mstep: Class 19 contains 17603 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 93158 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1554 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 216 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 273 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 431 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1794 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1442 members 
Mstep: Class 48 contains 5101 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 126 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 381 members 
Mstep: Class 55 contains 182 members 
Mstep: Class 56 contains 370 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 805 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 482 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296732.000000 Penalty: 41788.941406
Iteration 480F: 68 clusters Score -5.329673e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100387 members 
Mstep: Class 6 contains 79970 members 
Mstep: Class 7 contains 79665 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82482 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 87469 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 13 contains 86500 members 
Mstep: Class 14 contains 84612 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2121 members 
Mstep: Class 17 contains 88650 members 
Mstep: Class 18 contains 49680 members 
Mstep: Class 19 contains 17660 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 93216 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1554 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 216 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 278 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1789 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5100 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 364 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 802 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 487 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296856.000000 Penalty: 41788.941406
Iteration 481Q: 68 clusters Score -5.329686e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100349 members 
Mstep: Class 6 contains 79946 members 
Mstep: Class 7 contains 79622 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82462 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 87470 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 86487 members 
Mstep: Class 14 contains 84577 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 88691 members 
Mstep: Class 18 contains 49705 members 
Mstep: Class 19 contains 17714 members 
Mstep: Class 20 contains 4228 members 
Mstep: Class 21 contains 93293 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 429 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1785 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1437 members 
Mstep: Class 48 contains 5101 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 357 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 801 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 487 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296748.000000 Penalty: 41788.941406
Iteration 482Q: 68 clusters Score -5.329675e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100335 members 
Mstep: Class 6 contains 79924 members 
Mstep: Class 7 contains 79565 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82473 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 87465 members 
Mstep: Class 12 contains 1491 members 
Mstep: Class 13 contains 86485 members 
Mstep: Class 14 contains 84541 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 88698 members 
Mstep: Class 18 contains 49719 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2049 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 288 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1781 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1438 members 
Mstep: Class 48 contains 5095 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 354 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 793 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 486 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296884.000000 Penalty: 41788.941406
Iteration 483Q: 68 clusters Score -5.329688e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100314 members 
Mstep: Class 6 contains 79908 members 
Mstep: Class 7 contains 79498 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82533 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 87458 members 
Mstep: Class 12 contains 1486 members 
Mstep: Class 13 contains 86481 members 
Mstep: Class 14 contains 84526 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 88691 members 
Mstep: Class 18 contains 49728 members 
Mstep: Class 19 contains 17817 members 
Mstep: Class 20 contains 4198 members 
Mstep: Class 21 contains 93440 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 703 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 292 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1779 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1439 members 
Mstep: Class 48 contains 5085 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 783 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 484 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296996.000000 Penalty: 41788.941406
Iteration 484Q: 68 clusters Score -5.3297e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100299 members 
Mstep: Class 6 contains 79852 members 
Mstep: Class 7 contains 79430 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82552 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 87473 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 86484 members 
Mstep: Class 14 contains 84504 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 88734 members 
Mstep: Class 18 contains 49746 members 
Mstep: Class 19 contains 17855 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 93512 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1555 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 704 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 295 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1776 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1433 members 
Mstep: Class 48 contains 5074 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 352 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 771 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 280 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296876.000000 Penalty: 41788.941406
Iteration 485Q: 68 clusters Score -5.329688e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100294 members 
Mstep: Class 6 contains 79796 members 
Mstep: Class 7 contains 79334 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82541 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 87498 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 86476 members 
Mstep: Class 14 contains 84508 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 17 contains 88750 members 
Mstep: Class 18 contains 49773 members 
Mstep: Class 19 contains 17907 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 93577 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 707 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 296 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1770 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1423 members 
Mstep: Class 48 contains 5075 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 351 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 766 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297008.000000 Penalty: 41788.941406
Iteration 486Q: 68 clusters Score -5.329701e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100296 members 
Mstep: Class 6 contains 79757 members 
Mstep: Class 7 contains 79218 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82545 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 87517 members 
Mstep: Class 12 contains 1472 members 
Mstep: Class 13 contains 86476 members 
Mstep: Class 14 contains 84530 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2054 members 
Mstep: Class 17 contains 88779 members 
Mstep: Class 18 contains 49808 members 
Mstep: Class 19 contains 17936 members 
Mstep: Class 20 contains 4171 members 
Mstep: Class 21 contains 93618 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 450 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1765 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1411 members 
Mstep: Class 48 contains 5077 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 382 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 757 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 285 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296848.000000 Penalty: 41788.941406
Iteration 487Q: 68 clusters Score -5.329685e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100276 members 
Mstep: Class 6 contains 79721 members 
Mstep: Class 7 contains 79079 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82571 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 87538 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 86465 members 
Mstep: Class 14 contains 84552 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 88826 members 
Mstep: Class 18 contains 49846 members 
Mstep: Class 19 contains 17978 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 93640 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 709 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 449 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1398 members 
Mstep: Class 48 contains 5085 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 383 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 751 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 286 members 
Mstep: Class 64 contains 257 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297056.000000 Penalty: 41788.941406
Iteration 488Q: 68 clusters Score -5.329706e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100280 members 
Mstep: Class 6 contains 79708 members 
Mstep: Class 7 contains 78897 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82571 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 87576 members 
Mstep: Class 12 contains 1472 members 
Mstep: Class 13 contains 86448 members 
Mstep: Class 14 contains 84550 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 88896 members 
Mstep: Class 18 contains 49899 members 
Mstep: Class 19 contains 18029 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 93651 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1547 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 448 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1755 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1389 members 
Mstep: Class 48 contains 5084 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 384 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 742 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 287 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296920.000000 Penalty: 41788.941406
Iteration 489Q: 68 clusters Score -5.329692e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100297 members 
Mstep: Class 6 contains 79683 members 
Mstep: Class 7 contains 78695 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82570 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 87622 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 86438 members 
Mstep: Class 14 contains 84548 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 88951 members 
Mstep: Class 18 contains 49948 members 
Mstep: Class 19 contains 18091 members 
Mstep: Class 20 contains 4128 members 
Mstep: Class 21 contains 93674 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 712 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 447 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1754 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1374 members 
Mstep: Class 48 contains 5079 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 733 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 288 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296828.000000 Penalty: 41788.941406
Iteration 490Q: 68 clusters Score -5.329683e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100322 members 
Mstep: Class 6 contains 79675 members 
Mstep: Class 7 contains 78493 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82554 members 
Mstep: Class 10 contains 750 members 
Mstep: Class 11 contains 87673 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 86430 members 
Mstep: Class 14 contains 84544 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 89005 members 
Mstep: Class 18 contains 50000 members 
Mstep: Class 19 contains 18140 members 
Mstep: Class 20 contains 4118 members 
Mstep: Class 21 contains 93705 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2074 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 445 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1751 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1361 members 
Mstep: Class 48 contains 5075 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 348 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 726 members 
Mstep: Class 59 contains 251 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 291 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296620.000000 Penalty: 41788.941406
Iteration 491Q: 68 clusters Score -5.329662e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100354 members 
Mstep: Class 6 contains 79648 members 
Mstep: Class 7 contains 78317 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82563 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 87693 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 86436 members 
Mstep: Class 14 contains 84563 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2032 members 
Mstep: Class 17 contains 88984 members 
Mstep: Class 18 contains 50039 members 
Mstep: Class 19 contains 18212 members 
Mstep: Class 20 contains 4112 members 
Mstep: Class 21 contains 93743 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 257 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1525 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 716 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 443 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1749 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1354 members 
Mstep: Class 48 contains 5069 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 396 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 348 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 720 members 
Mstep: Class 59 contains 250 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 294 members 
Mstep: Class 64 contains 258 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296484.000000 Penalty: 41788.941406
Iteration 492Q: 68 clusters Score -5.329648e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100390 members 
Mstep: Class 6 contains 79622 members 
Mstep: Class 7 contains 78138 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82547 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 87729 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 86449 members 
Mstep: Class 14 contains 84609 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2032 members 
Mstep: Class 17 contains 88940 members 
Mstep: Class 18 contains 50068 members 
Mstep: Class 19 contains 18279 members 
Mstep: Class 20 contains 4109 members 
Mstep: Class 21 contains 93786 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 442 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1746 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1356 members 
Mstep: Class 48 contains 5065 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 717 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 297 members 
Mstep: Class 64 contains 259 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296320.000000 Penalty: 41788.941406
Iteration 493Q: 68 clusters Score -5.329632e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100421 members 
Mstep: Class 6 contains 79638 members 
Mstep: Class 7 contains 77919 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82513 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 87759 members 
Mstep: Class 12 contains 1472 members 
Mstep: Class 13 contains 86438 members 
Mstep: Class 14 contains 84664 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 17 contains 88934 members 
Mstep: Class 18 contains 50114 members 
Mstep: Class 19 contains 18354 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 93812 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1745 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1358 members 
Mstep: Class 48 contains 5071 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 710 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 260 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296140.000000 Penalty: 41788.941406
Iteration 494Q: 68 clusters Score -5.329614e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100439 members 
Mstep: Class 6 contains 79637 members 
Mstep: Class 7 contains 77721 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82502 members 
Mstep: Class 10 contains 714 members 
Mstep: Class 11 contains 87775 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 86446 members 
Mstep: Class 14 contains 84680 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 88947 members 
Mstep: Class 18 contains 50162 members 
Mstep: Class 19 contains 18425 members 
Mstep: Class 20 contains 4097 members 
Mstep: Class 21 contains 93844 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1744 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1358 members 
Mstep: Class 48 contains 5071 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 707 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 261 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296004.000000 Penalty: 41788.941406
Iteration 495Q: 68 clusters Score -5.3296e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100458 members 
Mstep: Class 6 contains 79632 members 
Mstep: Class 7 contains 77558 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82486 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 86456 members 
Mstep: Class 14 contains 84670 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 88948 members 
Mstep: Class 18 contains 50187 members 
Mstep: Class 19 contains 18487 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 93894 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2083 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1741 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1353 members 
Mstep: Class 48 contains 5074 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 699 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 261 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295904.000000 Penalty: 41788.941406
Iteration 496Q: 68 clusters Score -5.32959e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100461 members 
Mstep: Class 6 contains 79595 members 
Mstep: Class 7 contains 77427 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82445 members 
Mstep: Class 10 contains 712 members 
Mstep: Class 11 contains 87854 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 86480 members 
Mstep: Class 14 contains 84676 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 17 contains 88924 members 
Mstep: Class 18 contains 50227 members 
Mstep: Class 19 contains 18559 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 93932 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2082 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1477 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 136 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1740 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1346 members 
Mstep: Class 48 contains 5081 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 692 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 261 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295636.000000 Penalty: 41788.941406
Iteration 497Q: 68 clusters Score -5.329564e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100456 members 
Mstep: Class 6 contains 79558 members 
Mstep: Class 7 contains 77299 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82424 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 87850 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 86503 members 
Mstep: Class 14 contains 84685 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 88907 members 
Mstep: Class 18 contains 50253 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 4100 members 
Mstep: Class 21 contains 93981 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 135 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1739 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1341 members 
Mstep: Class 48 contains 5096 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 687 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 262 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295628.000000 Penalty: 41788.941406
Iteration 498Q: 68 clusters Score -5.329563e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100471 members 
Mstep: Class 6 contains 79514 members 
Mstep: Class 7 contains 77142 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82404 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 87856 members 
Mstep: Class 12 contains 1478 members 
Mstep: Class 13 contains 86511 members 
Mstep: Class 14 contains 84710 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 88902 members 
Mstep: Class 18 contains 50288 members 
Mstep: Class 19 contains 18722 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 94025 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2079 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 135 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1739 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1336 members 
Mstep: Class 48 contains 5103 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 679 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 262 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295600.000000 Penalty: 41788.941406
Iteration 499Q: 68 clusters Score -5.32956e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 390 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 100478 members 
Mstep: Class 6 contains 79477 members 
Mstep: Class 7 contains 76973 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 9 contains 82377 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 87882 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 86516 members 
Mstep: Class 14 contains 84744 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 88929 members 
Mstep: Class 18 contains 50309 members 
Mstep: Class 19 contains 18790 members 
Mstep: Class 20 contains 4096 members 
Mstep: Class 21 contains 94047 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 23 contains 256 members 
Mstep: Class 24 contains 282 members 
Mstep: Class 25 contains 833 members 
Mstep: Class 26 contains 2078 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 317 members 
Mstep: Class 31 contains 103 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 1200 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 135 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 1022 members 
Mstep: Class 40 contains 298 members 
Mstep: Class 41 contains 441 members 
Mstep: Class 42 contains 171 members 
Mstep: Class 43 contains 428 members 
Mstep: Class 44 contains 334 members 
Mstep: Class 45 contains 1739 members 
Mstep: Class 46 contains 285 members 
Mstep: Class 47 contains 1331 members 
Mstep: Class 48 contains 5113 members 
Mstep: Class 49 contains 145 members 
Mstep: Class 50 contains 168 members 
Mstep: Class 51 contains 127 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 347 members 
Mstep: Class 57 contains 521 members 
Mstep: Class 58 contains 674 members 
Mstep: Class 59 contains 249 members 
Mstep: Class 60 contains 778 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 1906 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 262 members 
Mstep: Class 65 contains 483 members 
Mstep: Class 66 contains 61 members 
Mstep: Class 67 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295484.000000 Penalty: 41788.941406
Iteration 500F: 68 clusters Score -5.329548e+07 nChanged 1544
Maximum iterations exceeded
20->68 Clusters: Score -53295484.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 898097 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 44772 members 
Mstep: Class 3 contains 44920 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 44744 members 
Mstep: Class 6 contains 44741 members 
Mstep: Class 7 contains 45083 members 
Mstep: Class 8 contains 45060 members 
Mstep: Class 9 contains 44560 members 
Mstep: Class 10 contains 44988 members 
Mstep: Class 11 contains 45095 members 
Mstep: Class 12 contains 45307 members 
Mstep: Class 13 contains 44494 members 
Mstep: Class 14 contains 44637 members 
Mstep: Class 15 contains 44714 members 
Mstep: Class 16 contains 45082 members 
Mstep: Class 17 contains 44957 members 
Mstep: Class 18 contains 44764 members 
Mstep: Class 19 contains 45129 members 
Mstep: Class 20 contains 45223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 234.925003 but Gain 623.715820
Score: -45516416.000000 Penalty: 11850.594727
Iteration 0F: 20 clusters Score -4.551642e+07 nChanged 853739
Entering Unmasked Mstep 
Mstep: Class 0 contains 9236 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 59311 members 
Mstep: Class 3 contains 44769 members 
Mstep: Class 4 contains 93984 members 
Mstep: Class 5 contains 40266 members 
Mstep: Class 6 contains 22893 members 
Mstep: Class 7 contains 25896 members 
Mstep: Class 8 contains 22544 members 
Mstep: Class 9 contains 144109 members 
Mstep: Class 10 contains 15071 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 56932 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 15 contains 98223 members 
Mstep: Class 16 contains 38553 members 
Mstep: Class 17 contains 70327 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 70788 members 
Mstep: Class 20 contains 8948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51748472.000000 Penalty: 11850.594727
Iteration 1F: 20 clusters Score -5.174847e+07 nChanged 338615
Entering Unmasked Mstep 
Mstep: Class 0 contains 3965 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 32190 members 
Mstep: Class 3 contains 48599 members 
Mstep: Class 4 contains 114061 members 
Mstep: Class 5 contains 49579 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 17263 members 
Mstep: Class 8 contains 15300 members 
Mstep: Class 9 contains 235265 members 
Mstep: Class 10 contains 8854 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 88894 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 30135 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 103871 members 
Mstep: Class 20 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379604.000000 Penalty: 11850.594727
Iteration 2F: 20 clusters Score -5.23796e+07 nChanged 197684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1588 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28799 members 
Mstep: Class 3 contains 36488 members 
Mstep: Class 4 contains 121882 members 
Mstep: Class 5 contains 44279 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 10009 members 
Mstep: Class 8 contains 10723 members 
Mstep: Class 9 contains 262308 members 
Mstep: Class 10 contains 9176 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 95091 members 
Mstep: Class 13 contains 633 members 
Mstep: Class 15 contains 122343 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 18 contains 11268 members 
Mstep: Class 19 contains 114401 members 
Mstep: Class 20 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 420.784393 but Gain 623.714844
Score: -52488216.000000 Penalty: 11226.879883
Iteration 3F: 19 clusters Score -5.248822e+07 nChanged 156951
Entering Unmasked Mstep 
Mstep: Class 0 contains 1179 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28721 members 
Mstep: Class 3 contains 29172 members 
Mstep: Class 4 contains 139415 members 
Mstep: Class 5 contains 40660 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 7621 members 
Mstep: Class 9 contains 241362 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 103815 members 
Mstep: Class 15 contains 124620 members 
Mstep: Class 16 contains 679 members 
Mstep: Class 17 contains 8491 members 
Mstep: Class 18 contains 11392 members 
Mstep: Class 19 contains 133283 members 
Mstep: Class 20 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52590428.000000 Penalty: 11226.879883
Iteration 4F: 19 clusters Score -5.259043e+07 nChanged 138354
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31764 members 
Mstep: Class 3 contains 23563 members 
Mstep: Class 4 contains 153052 members 
Mstep: Class 5 contains 36733 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 217678 members 
Mstep: Class 10 contains 9002 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 113623 members 
Mstep: Class 15 contains 116426 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 12626 members 
Mstep: Class 19 contains 155552 members 
Mstep: Class 20 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52692876.000000 Penalty: 11226.879883
Iteration 5F: 19 clusters Score -5.269288e+07 nChanged 128342
Entering Unmasked Mstep 
Mstep: Class 0 contains 880 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 39524 members 
Mstep: Class 3 contains 18637 members 
Mstep: Class 4 contains 159000 members 
Mstep: Class 5 contains 36253 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 195589 members 
Mstep: Class 10 contains 8897 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 12 contains 123166 members 
Mstep: Class 15 contains 101131 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 14636 members 
Mstep: Class 19 contains 178134 members 
Mstep: Class 20 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52784432.000000 Penalty: 11226.879883
Iteration 6F: 19 clusters Score -5.278443e+07 nChanged 123597
Entering Unmasked Mstep 
Mstep: Class 0 contains 783 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44865 members 
Mstep: Class 3 contains 13946 members 
Mstep: Class 4 contains 154559 members 
Mstep: Class 5 contains 40501 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 168700 members 
Mstep: Class 10 contains 8742 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 132161 members 
Mstep: Class 15 contains 86681 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 15502 members 
Mstep: Class 19 contains 211967 members 
Mstep: Class 20 contains 6079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52834060.000000 Penalty: 11226.879883
Iteration 7F: 19 clusters Score -5.283406e+07 nChanged 133420
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46270 members 
Mstep: Class 3 contains 11913 members 
Mstep: Class 4 contains 147466 members 
Mstep: Class 5 contains 47179 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 147236 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 141086 members 
Mstep: Class 15 contains 77744 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 16422 members 
Mstep: Class 19 contains 234614 members 
Mstep: Class 20 contains 6057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 478.630066 but Gain 623.715820
Score: -52855384.000000 Penalty: 10603.164062
Iteration 8F: 18 clusters Score -5.285538e+07 nChanged 122493
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 48610 members 
Mstep: Class 3 contains 11339 members 
Mstep: Class 4 contains 146400 members 
Mstep: Class 5 contains 54248 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 9 contains 150563 members 
Mstep: Class 10 contains 8200 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 147419 members 
Mstep: Class 15 contains 73020 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 17960 members 
Mstep: Class 19 contains 220841 members 
Mstep: Class 20 contains 6007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52908768.000000 Penalty: 10603.164062
Iteration 9F: 18 clusters Score -5.290877e+07 nChanged 94746
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 51241 members 
Mstep: Class 3 contains 10563 members 
Mstep: Class 4 contains 139434 members 
Mstep: Class 5 contains 60967 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 9 contains 165272 members 
Mstep: Class 10 contains 7931 members 
Mstep: Class 11 contains 3407 members 
Mstep: Class 12 contains 148656 members 
Mstep: Class 15 contains 69781 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 18921 members 
Mstep: Class 19 contains 205273 members 
Mstep: Class 20 contains 6018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52955892.000000 Penalty: 10603.164062
Iteration 10F: 18 clusters Score -5.295589e+07 nChanged 73340
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 54026 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 133461 members 
Mstep: Class 5 contains 69790 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 9 contains 168536 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 148579 members 
Mstep: Class 15 contains 71239 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 195338 members 
Mstep: Class 20 contains 6034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52988832.000000 Penalty: 10603.164062
Iteration 11F: 18 clusters Score -5.298883e+07 nChanged 63294
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 57099 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 126930 members 
Mstep: Class 5 contains 80109 members 
Mstep: Class 6 contains 823 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 9 contains 164626 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 147108 members 
Mstep: Class 15 contains 75398 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 18645 members 
Mstep: Class 19 contains 191029 members 
Mstep: Class 20 contains 6047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53013952.000000 Penalty: 10603.164062
Iteration 12F: 18 clusters Score -5.301395e+07 nChanged 54860
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 60202 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 118769 members 
Mstep: Class 5 contains 92075 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 9 contains 161278 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 143277 members 
Mstep: Class 15 contains 80511 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 17811 members 
Mstep: Class 19 contains 187939 members 
Mstep: Class 20 contains 6053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53031220.000000 Penalty: 10603.164062
Iteration 13F: 18 clusters Score -5.303122e+07 nChanged 50922
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 63359 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 110135 members 
Mstep: Class 5 contains 106286 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 9 contains 159118 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 136712 members 
Mstep: Class 15 contains 85512 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 17016 members 
Mstep: Class 19 contains 184563 members 
Mstep: Class 20 contains 6055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53043248.000000 Penalty: 10603.164062
Iteration 14F: 18 clusters Score -5.304325e+07 nChanged 48371
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 66644 members 
Mstep: Class 3 contains 5693 members 
Mstep: Class 4 contains 102280 members 
Mstep: Class 5 contains 121229 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 9 contains 157380 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 128395 members 
Mstep: Class 15 contains 90161 members 
Mstep: Class 16 contains 890 members 
Mstep: Class 17 contains 3594 members 
Mstep: Class 18 contains 16326 members 
Mstep: Class 19 contains 180764 members 
Mstep: Class 20 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53052956.000000 Penalty: 10603.164062
Iteration 15F: 18 clusters Score -5.305296e+07 nChanged 46687
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 70179 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 95323 members 
Mstep: Class 5 contains 135535 members 
Mstep: Class 6 contains 700 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 9 contains 155531 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 119030 members 
Mstep: Class 15 contains 94297 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 15801 members 
Mstep: Class 19 contains 177701 members 
Mstep: Class 20 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53061756.000000 Penalty: 10603.164062
Iteration 16F: 18 clusters Score -5.306176e+07 nChanged 44022
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 73970 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 89541 members 
Mstep: Class 5 contains 147753 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 9 contains 153623 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 110344 members 
Mstep: Class 15 contains 98002 members 
Mstep: Class 16 contains 996 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 15550 members 
Mstep: Class 19 contains 174656 members 
Mstep: Class 20 contains 6055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53070884.000000 Penalty: 10603.164062
Iteration 17Q: 18 clusters Score -5.307088e+07 nChanged 41916
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 78267 members 
Mstep: Class 3 contains 4138 members 
Mstep: Class 4 contains 84555 members 
Mstep: Class 5 contains 157208 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 9 contains 151596 members 
Mstep: Class 10 contains 7454 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 103478 members 
Mstep: Class 15 contains 100839 members 
Mstep: Class 16 contains 1031 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 15575 members 
Mstep: Class 19 contains 171912 members 
Mstep: Class 20 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53084596.000000 Penalty: 10603.164062
Iteration 18Q: 18 clusters Score -5.30846e+07 nChanged 44305
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 82520 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 80035 members 
Mstep: Class 5 contains 173019 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 9 contains 147777 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 95995 members 
Mstep: Class 15 contains 100600 members 
Mstep: Class 16 contains 1057 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 15641 members 
Mstep: Class 19 contains 167914 members 
Mstep: Class 20 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53094460.000000 Penalty: 10603.164062
Iteration 19Q: 18 clusters Score -5.309446e+07 nChanged 57991
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 85736 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 75584 members 
Mstep: Class 5 contains 204332 members 
Mstep: Class 6 contains 578 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 9 contains 138631 members 
Mstep: Class 10 contains 7381 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 85131 members 
Mstep: Class 15 contains 96581 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 15624 members 
Mstep: Class 19 contains 162044 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53074176.000000 Penalty: 10603.164062
Iteration 20F: 18 clusters Score -5.307418e+07 nChanged 77798
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 86892 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 72417 members 
Mstep: Class 5 contains 246881 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 9 contains 116415 members 
Mstep: Class 10 contains 7341 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 74937 members 
Mstep: Class 15 contains 95313 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 15092 members 
Mstep: Class 19 contains 155225 members 
Mstep: Class 20 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53030880.000000 Penalty: 10603.164062
Iteration 21F: 18 clusters Score -5.303088e+07 nChanged 78649
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 87068 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 72277 members 
Mstep: Class 5 contains 267060 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 6852 members 
Mstep: Class 9 contains 94044 members 
Mstep: Class 10 contains 7327 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 74313 members 
Mstep: Class 15 contains 101543 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 18 contains 15164 members 
Mstep: Class 19 contains 150371 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53008780.000000 Penalty: 10603.164062
Iteration 22F: 18 clusters Score -5.300878e+07 nChanged 66354
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 87846 members 
Mstep: Class 3 contains 4137 members 
Mstep: Class 4 contains 71697 members 
Mstep: Class 5 contains 259530 members 
Mstep: Class 6 contains 506 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 9 contains 83768 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 3422 members 
Mstep: Class 12 contains 77923 members 
Mstep: Class 15 contains 108439 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 15760 members 
Mstep: Class 19 contains 155357 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53015672.000000 Penalty: 10603.164062
Iteration 23F: 18 clusters Score -5.301567e+07 nChanged 55228
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 89559 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 70583 members 
Mstep: Class 5 contains 244754 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 8587 members 
Mstep: Class 9 contains 79334 members 
Mstep: Class 10 contains 7284 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 12 contains 81413 members 
Mstep: Class 15 contains 113232 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 4924 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 163359 members 
Mstep: Class 20 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53031552.000000 Penalty: 10603.164062
Iteration 24F: 18 clusters Score -5.303155e+07 nChanged 42254
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 92703 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 70866 members 
Mstep: Class 5 contains 229588 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 9561 members 
Mstep: Class 9 contains 77597 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 84712 members 
Mstep: Class 15 contains 116972 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 5179 members 
Mstep: Class 18 contains 17748 members 
Mstep: Class 19 contains 167056 members 
Mstep: Class 20 contains 5993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53048360.000000 Penalty: 10603.164062
Iteration 25Q: 18 clusters Score -5.304836e+07 nChanged 35653
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 96019 members 
Mstep: Class 3 contains 5187 members 
Mstep: Class 4 contains 71890 members 
Mstep: Class 5 contains 217080 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 10626 members 
Mstep: Class 9 contains 76807 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 3483 members 
Mstep: Class 12 contains 87656 members 
Mstep: Class 15 contains 118614 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 18 contains 19108 members 
Mstep: Class 19 contains 168527 members 
Mstep: Class 20 contains 5994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53062212.000000 Penalty: 10603.164062
Iteration 26Q: 18 clusters Score -5.306221e+07 nChanged 31578
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 99024 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 73577 members 
Mstep: Class 5 contains 207014 members 
Mstep: Class 6 contains 385 members 
Mstep: Class 7 contains 11829 members 
Mstep: Class 9 contains 76465 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 90215 members 
Mstep: Class 15 contains 118410 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 5416 members 
Mstep: Class 18 contains 20524 members 
Mstep: Class 19 contains 168918 members 
Mstep: Class 20 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53074576.000000 Penalty: 10603.164062
Iteration 27Q: 18 clusters Score -5.307458e+07 nChanged 28645
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 101464 members 
Mstep: Class 3 contains 5825 members 
Mstep: Class 4 contains 75526 members 
Mstep: Class 5 contains 199249 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 13138 members 
Mstep: Class 9 contains 76425 members 
Mstep: Class 10 contains 7254 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 92035 members 
Mstep: Class 15 contains 117046 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 22078 members 
Mstep: Class 19 contains 168707 members 
Mstep: Class 20 contains 5993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53084900.000000 Penalty: 10603.164062
Iteration 28Q: 18 clusters Score -5.30849e+07 nChanged 25576
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 103249 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 77422 members 
Mstep: Class 5 contains 193416 members 
Mstep: Class 6 contains 345 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 9 contains 76853 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 3480 members 
Mstep: Class 12 contains 93239 members 
Mstep: Class 15 contains 114905 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 5361 members 
Mstep: Class 18 contains 23696 members 
Mstep: Class 19 contains 168062 members 
Mstep: Class 20 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53092248.000000 Penalty: 10603.164062
Iteration 29Q: 18 clusters Score -5.309225e+07 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 104484 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 79058 members 
Mstep: Class 5 contains 189384 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 16272 members 
Mstep: Class 9 contains 77601 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 12 contains 93613 members 
Mstep: Class 15 contains 112251 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 25409 members 
Mstep: Class 19 contains 167177 members 
Mstep: Class 20 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53098072.000000 Penalty: 10603.164062
Iteration 30Q: 18 clusters Score -5.309807e+07 nChanged 21290
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 105097 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 80563 members 
Mstep: Class 5 contains 186231 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 18201 members 
Mstep: Class 9 contains 78650 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 93445 members 
Mstep: Class 15 contains 109332 members 
Mstep: Class 16 contains 1230 members 
Mstep: Class 17 contains 5157 members 
Mstep: Class 18 contains 27154 members 
Mstep: Class 19 contains 166383 members 
Mstep: Class 20 contains 5994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53103452.000000 Penalty: 10603.164062
Iteration 31Q: 18 clusters Score -5.310345e+07 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 105212 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 81815 members 
Mstep: Class 5 contains 184207 members 
Mstep: Class 6 contains 336 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 9 contains 79781 members 
Mstep: Class 10 contains 7186 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 12 contains 92707 members 
Mstep: Class 15 contains 106435 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 28883 members 
Mstep: Class 19 contains 165496 members 
Mstep: Class 20 contains 5993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53107132.000000 Penalty: 10603.164062
Iteration 32Q: 18 clusters Score -5.310713e+07 nChanged 18618
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 105068 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 82911 members 
Mstep: Class 5 contains 182462 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 22467 members 
Mstep: Class 9 contains 81003 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 91896 members 
Mstep: Class 15 contains 103546 members 
Mstep: Class 16 contains 1225 members 
Mstep: Class 17 contains 4948 members 
Mstep: Class 18 contains 30696 members 
Mstep: Class 19 contains 164578 members 
Mstep: Class 20 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53110668.000000 Penalty: 10603.164062
Iteration 33Q: 18 clusters Score -5.311067e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 104751 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 83758 members 
Mstep: Class 5 contains 180867 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 24657 members 
Mstep: Class 9 contains 82059 members 
Mstep: Class 10 contains 7165 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 91171 members 
Mstep: Class 15 contains 100718 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 32713 members 
Mstep: Class 19 contains 163683 members 
Mstep: Class 20 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53113992.000000 Penalty: 10603.164062
Iteration 34Q: 18 clusters Score -5.311399e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 104278 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 84526 members 
Mstep: Class 5 contains 179492 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26856 members 
Mstep: Class 9 contains 82989 members 
Mstep: Class 10 contains 7171 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 90435 members 
Mstep: Class 15 contains 98130 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 4781 members 
Mstep: Class 18 contains 34701 members 
Mstep: Class 19 contains 162755 members 
Mstep: Class 20 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53117272.000000 Penalty: 10603.164062
Iteration 35Q: 18 clusters Score -5.311727e+07 nChanged 17014
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 103773 members 
Mstep: Class 3 contains 8238 members 
Mstep: Class 4 contains 85240 members 
Mstep: Class 5 contains 178136 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 9 contains 83735 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 3474 members 
Mstep: Class 12 contains 89876 members 
Mstep: Class 15 contains 95708 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 36667 members 
Mstep: Class 19 contains 161781 members 
Mstep: Class 20 contains 5992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53121104.000000 Penalty: 10603.164062
Iteration 36Q: 18 clusters Score -5.31211e+07 nChanged 17125
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 103255 members 
Mstep: Class 3 contains 8373 members 
Mstep: Class 4 contains 85897 members 
Mstep: Class 5 contains 176951 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 31242 members 
Mstep: Class 9 contains 84345 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 89338 members 
Mstep: Class 15 contains 93510 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 38658 members 
Mstep: Class 19 contains 160727 members 
Mstep: Class 20 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53124056.000000 Penalty: 10603.164062
Iteration 37Q: 18 clusters Score -5.312406e+07 nChanged 17261
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 102844 members 
Mstep: Class 3 contains 8446 members 
Mstep: Class 4 contains 86373 members 
Mstep: Class 5 contains 175834 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 33317 members 
Mstep: Class 9 contains 84753 members 
Mstep: Class 10 contains 7171 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 12 contains 88795 members 
Mstep: Class 15 contains 91632 members 
Mstep: Class 16 contains 1228 members 
Mstep: Class 17 contains 4643 members 
Mstep: Class 18 contains 40715 members 
Mstep: Class 19 contains 159608 members 
Mstep: Class 20 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53127568.000000 Penalty: 10603.164062
Iteration 38Q: 18 clusters Score -5.312757e+07 nChanged 17611
Entering ConstructFrom: 
Score: -53127568.000000 Penalty: 10603.164062
Entering ConstructFrom: 
Trying to split cluster 1 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -120148.710938 Penalty: 360.873474
	Iteration 0F: 2 clusters Score -120148.7 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 1400 members 
Entering Unmasked Estep 
Score: -118494.742188 Penalty: 721.746948
	Iteration 0F: 3 clusters Score -118494.7 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -122336.437500 Penalty: 721.746948
	Iteration 1F: 3 clusters Score -122336.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -123059.484375 Penalty: 721.746948
	Iteration 2F: 3 clusters Score -123059.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -123259.562500 Penalty: 721.746948
	Iteration 3Q: 3 clusters Score -123259.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -123380.210938 Penalty: 721.746948
	Iteration 4Q: 3 clusters Score -123380.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -123500.406250 Penalty: 721.746948
	Iteration 5Q: 3 clusters Score -123500.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -123592.625000 Penalty: 721.746948
	Iteration 6Q: 3 clusters Score -123592.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -123623.484375 Penalty: 721.746948
	Iteration 7Q: 3 clusters Score -123623.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -123633.671875 Penalty: 721.746948
	Iteration 8Q: 3 clusters Score -123633.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -123654.859375 Penalty: 721.746948
	Iteration 9Q: 3 clusters Score -123654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -123702.984375 Penalty: 721.746948
	Iteration 10Q: 3 clusters Score -123703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -124020.125000 Penalty: 721.746948
	Iteration 11Q: 3 clusters Score -124020.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -125021.570312 Penalty: 721.746948
	Iteration 12F: 3 clusters Score -125021.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -125398.484375 Penalty: 721.746948
	Iteration 13Q: 3 clusters Score -125398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -125504.820312 Penalty: 721.746948
	Iteration 14Q: 3 clusters Score -125504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -125518.187500 Penalty: 721.746948
	Iteration 15Q: 3 clusters Score -125518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -125522.718750 Penalty: 721.746948
	Iteration 16Q: 3 clusters Score -125522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -125526.109375 Penalty: 721.746948
	Iteration 17Q: 3 clusters Score -125526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -125528.500000 Penalty: 721.746948
	Iteration 18Q: 3 clusters Score -125528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -125530.093750 Penalty: 721.746948
	Iteration 19F: 3 clusters Score -125530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -125539.492188 Penalty: 721.746948
	Iteration 20F: 3 clusters Score -125539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -125536.132812 Penalty: 721.746948
	Iteration 21Q: 3 clusters Score -125536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -125539.960938 Penalty: 721.746948
	Iteration 22Q: 3 clusters Score -125540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -125537.742188 Penalty: 721.746948
	Iteration 23Q: 3 clusters Score -125537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -125544.835938 Penalty: 721.746948
	Iteration 24Q: 3 clusters Score -125544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -125544.835938 Penalty: 721.746948
	Iteration 25F: 3 clusters Score -125544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 174866 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 7169 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 42768 members 
Mstep: Class 19 contains 158415 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
Score: -53134256.000000 Penalty: 11226.879883
Splitting cluster 1 changes total score from -53127568.000000 to -53134256.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (102477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Entering Unmasked Estep 
Score: -6340989.000000 Penalty: 524.951416
	Iteration 0F: 2 clusters Score -6340989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -6274683.000000 Penalty: 1049.902832
	Iteration 0F: 3 clusters Score -6274683 nChanged 50051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -6306979.500000 Penalty: 1049.902832
	Iteration 1F: 3 clusters Score -6306980 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -6311527.500000 Penalty: 1049.902832
	Iteration 2F: 3 clusters Score -6311528 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6317967.500000 Penalty: 1049.902832
	Iteration 3F: 3 clusters Score -6317968 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6325310.500000 Penalty: 1049.902832
	Iteration 4F: 3 clusters Score -6325310 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6330274.500000 Penalty: 1049.902832
	Iteration 5F: 3 clusters Score -6330274 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -6332111.500000 Penalty: 1049.902832
	Iteration 6Q: 3 clusters Score -6332112 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6332811.500000 Penalty: 1049.902832
	Iteration 7Q: 3 clusters Score -6332812 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6333242.500000 Penalty: 1049.902832
	Iteration 8Q: 3 clusters Score -6333242 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -6333535.000000 Penalty: 1049.902832
	Iteration 9Q: 3 clusters Score -6333535 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -6333867.000000 Penalty: 1049.902832
	Iteration 10Q: 3 clusters Score -6333867 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -6334155.000000 Penalty: 1049.902832
	Iteration 11Q: 3 clusters Score -6334155 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6334399.500000 Penalty: 1049.902832
	Iteration 12Q: 3 clusters Score -6334400 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -6334588.000000 Penalty: 1049.902832
	Iteration 13Q: 3 clusters Score -6334588 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -6334766.000000 Penalty: 1049.902832
	Iteration 14Q: 3 clusters Score -6334766 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -6334960.500000 Penalty: 1049.902832
	Iteration 15Q: 3 clusters Score -6334960 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6335037.500000 Penalty: 1049.902832
	Iteration 16Q: 3 clusters Score -6335038 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -6335180.500000 Penalty: 1049.902832
	Iteration 17Q: 3 clusters Score -6335180 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -6335292.500000 Penalty: 1049.902832
	Iteration 18Q: 3 clusters Score -6335292 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6335416.000000 Penalty: 1049.902832
	Iteration 19Q: 3 clusters Score -6335416 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6335495.500000 Penalty: 1049.902832
	Iteration 20F: 3 clusters Score -6335496 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -6335563.000000 Penalty: 1049.902832
	Iteration 21Q: 3 clusters Score -6335563 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -6335593.500000 Penalty: 1049.902832
	Iteration 22Q: 3 clusters Score -6335594 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -6335651.500000 Penalty: 1049.902832
	Iteration 23Q: 3 clusters Score -6335652 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -6335704.500000 Penalty: 1049.902832
	Iteration 24Q: 3 clusters Score -6335704 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -6335771.000000 Penalty: 1049.902832
	Iteration 25Q: 3 clusters Score -6335771 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -6335807.500000 Penalty: 1049.902832
	Iteration 26Q: 3 clusters Score -6335808 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -6335830.500000 Penalty: 1049.902832
	Iteration 27Q: 3 clusters Score -6335830 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -6335878.500000 Penalty: 1049.902832
	Iteration 28Q: 3 clusters Score -6335878 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -6335957.500000 Penalty: 1049.902832
	Iteration 29Q: 3 clusters Score -6335958 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -6336025.000000 Penalty: 1049.902832
	Iteration 30Q: 3 clusters Score -6336025 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -6336081.000000 Penalty: 1049.902832
	Iteration 31Q: 3 clusters Score -6336081 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -6336173.500000 Penalty: 1049.902832
	Iteration 32Q: 3 clusters Score -6336174 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6336277.500000 Penalty: 1049.902832
	Iteration 33Q: 3 clusters Score -6336278 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -6336364.500000 Penalty: 1049.902832
	Iteration 34Q: 3 clusters Score -6336364 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6336459.500000 Penalty: 1049.902832
	Iteration 35Q: 3 clusters Score -6336460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -6336536.000000 Penalty: 1049.902832
	Iteration 36Q: 3 clusters Score -6336536 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -6336637.500000 Penalty: 1049.902832
	Iteration 37Q: 3 clusters Score -6336638 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -6336746.000000 Penalty: 1049.902832
	Iteration 38Q: 3 clusters Score -6336746 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6336826.000000 Penalty: 1049.902832
	Iteration 39Q: 3 clusters Score -6336826 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -6336904.500000 Penalty: 1049.902832
	Iteration 40F: 3 clusters Score -6336904 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -6337003.000000 Penalty: 1049.902832
	Iteration 41Q: 3 clusters Score -6337003 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -6337144.000000 Penalty: 1049.902832
	Iteration 42Q: 3 clusters Score -6337144 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6337229.500000 Penalty: 1049.902832
	Iteration 43Q: 3 clusters Score -6337230 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6337365.500000 Penalty: 1049.902832
	Iteration 44Q: 3 clusters Score -6337366 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -6337493.000000 Penalty: 1049.902832
	Iteration 45Q: 3 clusters Score -6337493 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -6337642.500000 Penalty: 1049.902832
	Iteration 46Q: 3 clusters Score -6337642 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -6337845.000000 Penalty: 1049.902832
	Iteration 47Q: 3 clusters Score -6337845 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -6338047.500000 Penalty: 1049.902832
	Iteration 48Q: 3 clusters Score -6338048 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -6338266.000000 Penalty: 1049.902832
	Iteration 49Q: 3 clusters Score -6338266 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -6338476.000000 Penalty: 1049.902832
	Iteration 50Q: 3 clusters Score -6338476 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -6338693.500000 Penalty: 1049.902832
	Iteration 51Q: 3 clusters Score -6338694 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -6338974.500000 Penalty: 1049.902832
	Iteration 52Q: 3 clusters Score -6338974 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -6339223.000000 Penalty: 1049.902832
	Iteration 53Q: 3 clusters Score -6339223 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6339430.500000 Penalty: 1049.902832
	Iteration 54Q: 3 clusters Score -6339430 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -6339577.500000 Penalty: 1049.902832
	Iteration 55Q: 3 clusters Score -6339578 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -6339816.500000 Penalty: 1049.902832
	Iteration 56Q: 3 clusters Score -6339816 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -6340051.500000 Penalty: 1049.902832
	Iteration 57Q: 3 clusters Score -6340052 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -6340306.500000 Penalty: 1049.902832
	Iteration 58Q: 3 clusters Score -6340306 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -6340434.500000 Penalty: 1049.902832
	Iteration 59Q: 3 clusters Score -6340434 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -6340634.000000 Penalty: 1049.902832
	Iteration 60F: 3 clusters Score -6340634 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -6340709.500000 Penalty: 1049.902832
	Iteration 61Q: 3 clusters Score -6340710 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6340815.000000 Penalty: 1049.902832
	Iteration 62Q: 3 clusters Score -6340815 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6340897.000000 Penalty: 1049.902832
	Iteration 63Q: 3 clusters Score -6340897 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6340953.500000 Penalty: 1049.902832
	Iteration 64Q: 3 clusters Score -6340954 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6340957.000000 Penalty: 1049.902832
	Iteration 65Q: 3 clusters Score -6340957 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6340977.000000 Penalty: 1049.902832
	Iteration 66Q: 3 clusters Score -6340977 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6340972.500000 Penalty: 1049.902832
	Iteration 67Q: 3 clusters Score -6340972 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6340953.000000 Penalty: 1049.902832
	Iteration 68Q: 3 clusters Score -6340953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6340908.500000 Penalty: 1049.902832
	Iteration 69Q: 3 clusters Score -6340908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6340905.500000 Penalty: 1049.902832
	Iteration 70Q: 3 clusters Score -6340906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6340904.500000 Penalty: 1049.902832
	Iteration 71Q: 3 clusters Score -6340904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6340902.000000 Penalty: 1049.902832
	Iteration 72Q: 3 clusters Score -6340902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101902 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6340882.000000 Penalty: 1049.902832
	Iteration 73Q: 3 clusters Score -6340882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6340880.500000 Penalty: 1049.902832
	Iteration 74Q: 3 clusters Score -6340880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6340880.000000 Penalty: 1049.902832
	Iteration 75Q: 3 clusters Score -6340880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6340877.500000 Penalty: 1049.902832
	Iteration 76Q: 3 clusters Score -6340878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6340886.500000 Penalty: 1049.902832
	Iteration 77Q: 3 clusters Score -6340886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102058 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6340886.500000 Penalty: 1049.902832
	Iteration 78Q: 3 clusters Score -6340886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6340888.500000 Penalty: 1049.902832
	Iteration 79Q: 3 clusters Score -6340888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6340885.500000 Penalty: 1049.902832
	Iteration 80F: 3 clusters Score -6340886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6340889.000000 Penalty: 1049.902832
	Iteration 81Q: 3 clusters Score -6340889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6340889.500000 Penalty: 1049.902832
	Iteration 82Q: 3 clusters Score -6340890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102102 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6340889.500000 Penalty: 1049.902832
	Iteration 83Q: 3 clusters Score -6340890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6340886.500000 Penalty: 1049.902832
	Iteration 84Q: 3 clusters Score -6340886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102108 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6340889.500000 Penalty: 1049.902832
	Iteration 85Q: 3 clusters Score -6340890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6340886.500000 Penalty: 1049.902832
	Iteration 86Q: 3 clusters Score -6340886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6340884.500000 Penalty: 1049.902832
	Iteration 87Q: 3 clusters Score -6340884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6340881.500000 Penalty: 1049.902832
	Iteration 88Q: 3 clusters Score -6340882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6340881.500000 Penalty: 1049.902832
	Iteration 89F: 3 clusters Score -6340882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -535549.875000 Penalty: 411.472015
	Iteration 0F: 2 clusters Score -535549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -529932.000000 Penalty: 822.944031
	Iteration 0F: 3 clusters Score -529932 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -532095.187500 Penalty: 822.944031
	Iteration 1F: 3 clusters Score -532095.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -532237.437500 Penalty: 822.944031
	Iteration 2Q: 3 clusters Score -532237.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -532382.437500 Penalty: 822.944031
	Iteration 3Q: 3 clusters Score -532382.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -532535.625000 Penalty: 822.944031
	Iteration 4Q: 3 clusters Score -532535.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -532718.625000 Penalty: 822.944031
	Iteration 5Q: 3 clusters Score -532718.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -532980.750000 Penalty: 822.944031
	Iteration 6Q: 3 clusters Score -532980.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -533265.062500 Penalty: 822.944031
	Iteration 7F: 3 clusters Score -533265.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -533515.625000 Penalty: 822.944031
	Iteration 8F: 3 clusters Score -533515.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -533721.812500 Penalty: 822.944031
	Iteration 9Q: 3 clusters Score -533721.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -533835.437500 Penalty: 822.944031
	Iteration 10Q: 3 clusters Score -533835.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -533890.750000 Penalty: 822.944031
	Iteration 11Q: 3 clusters Score -533890.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -533921.250000 Penalty: 822.944031
	Iteration 12Q: 3 clusters Score -533921.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -533938.687500 Penalty: 822.944031
	Iteration 13Q: 3 clusters Score -533938.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -533956.375000 Penalty: 822.944031
	Iteration 14Q: 3 clusters Score -533956.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -533968.437500 Penalty: 822.944031
	Iteration 15Q: 3 clusters Score -533968.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -533980.500000 Penalty: 822.944031
	Iteration 16Q: 3 clusters Score -533980.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -533997.437500 Penalty: 822.944031
	Iteration 17Q: 3 clusters Score -533997.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -534011.187500 Penalty: 822.944031
	Iteration 18Q: 3 clusters Score -534011.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -534029.062500 Penalty: 822.944031
	Iteration 19Q: 3 clusters Score -534029.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -534047.687500 Penalty: 822.944031
	Iteration 20F: 3 clusters Score -534047.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -534061.000000 Penalty: 822.944031
	Iteration 21Q: 3 clusters Score -534061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -534074.875000 Penalty: 822.944031
	Iteration 22Q: 3 clusters Score -534074.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -534088.375000 Penalty: 822.944031
	Iteration 23Q: 3 clusters Score -534088.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -534104.125000 Penalty: 822.944031
	Iteration 24Q: 3 clusters Score -534104.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -534119.937500 Penalty: 822.944031
	Iteration 25Q: 3 clusters Score -534119.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -534136.437500 Penalty: 822.944031
	Iteration 26Q: 3 clusters Score -534136.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -534157.187500 Penalty: 822.944031
	Iteration 27Q: 3 clusters Score -534157.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -534186.375000 Penalty: 822.944031
	Iteration 28Q: 3 clusters Score -534186.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -534214.875000 Penalty: 822.944031
	Iteration 29Q: 3 clusters Score -534214.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -534243.187500 Penalty: 822.944031
	Iteration 30Q: 3 clusters Score -534243.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -534268.500000 Penalty: 822.944031
	Iteration 31Q: 3 clusters Score -534268.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -534295.687500 Penalty: 822.944031
	Iteration 32Q: 3 clusters Score -534295.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -534325.062500 Penalty: 822.944031
	Iteration 33Q: 3 clusters Score -534325.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -534357.750000 Penalty: 822.944031
	Iteration 34Q: 3 clusters Score -534357.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -534402.812500 Penalty: 822.944031
	Iteration 35Q: 3 clusters Score -534402.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -534463.375000 Penalty: 822.944031
	Iteration 36Q: 3 clusters Score -534463.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -534527.875000 Penalty: 822.944031
	Iteration 37Q: 3 clusters Score -534527.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -534578.187500 Penalty: 822.944031
	Iteration 38Q: 3 clusters Score -534578.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -534625.312500 Penalty: 822.944031
	Iteration 39Q: 3 clusters Score -534625.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -534660.187500 Penalty: 822.944031
	Iteration 40F: 3 clusters Score -534660.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -534695.000000 Penalty: 822.944031
	Iteration 41Q: 3 clusters Score -534695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -534735.187500 Penalty: 822.944031
	Iteration 42Q: 3 clusters Score -534735.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -534774.687500 Penalty: 822.944031
	Iteration 43Q: 3 clusters Score -534774.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -534814.062500 Penalty: 822.944031
	Iteration 44Q: 3 clusters Score -534814.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -534852.937500 Penalty: 822.944031
	Iteration 45Q: 3 clusters Score -534852.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -534885.375000 Penalty: 822.944031
	Iteration 46Q: 3 clusters Score -534885.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -534912.625000 Penalty: 822.944031
	Iteration 47Q: 3 clusters Score -534912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -534938.750000 Penalty: 822.944031
	Iteration 48Q: 3 clusters Score -534938.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -534959.562500 Penalty: 822.944031
	Iteration 49Q: 3 clusters Score -534959.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -534984.312500 Penalty: 822.944031
	Iteration 50Q: 3 clusters Score -534984.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -535012.125000 Penalty: 822.944031
	Iteration 51Q: 3 clusters Score -535012.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -535044.187500 Penalty: 822.944031
	Iteration 52Q: 3 clusters Score -535044.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -535074.250000 Penalty: 822.944031
	Iteration 53Q: 3 clusters Score -535074.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -535091.750000 Penalty: 822.944031
	Iteration 54Q: 3 clusters Score -535091.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -535111.937500 Penalty: 822.944031
	Iteration 55Q: 3 clusters Score -535111.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -535125.687500 Penalty: 822.944031
	Iteration 56Q: 3 clusters Score -535125.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -535134.625000 Penalty: 822.944031
	Iteration 57Q: 3 clusters Score -535134.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -535145.687500 Penalty: 822.944031
	Iteration 58Q: 3 clusters Score -535145.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -535155.750000 Penalty: 822.944031
	Iteration 59Q: 3 clusters Score -535155.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -535165.562500 Penalty: 822.944031
	Iteration 60F: 3 clusters Score -535165.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -535175.250000 Penalty: 822.944031
	Iteration 61Q: 3 clusters Score -535175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -535185.187500 Penalty: 822.944031
	Iteration 62Q: 3 clusters Score -535185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -535190.562500 Penalty: 822.944031
	Iteration 63Q: 3 clusters Score -535190.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -535195.750000 Penalty: 822.944031
	Iteration 64Q: 3 clusters Score -535195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -535198.375000 Penalty: 822.944031
	Iteration 65Q: 3 clusters Score -535198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -535201.937500 Penalty: 822.944031
	Iteration 66Q: 3 clusters Score -535201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -535204.125000 Penalty: 822.944031
	Iteration 67Q: 3 clusters Score -535204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -535206.375000 Penalty: 822.944031
	Iteration 68Q: 3 clusters Score -535206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -535207.312500 Penalty: 822.944031
	Iteration 69Q: 3 clusters Score -535207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -535207.312500 Penalty: 822.944031
	Iteration 70F: 3 clusters Score -535207.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (86663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Entering Unmasked Estep 
Score: -5340179.000000 Penalty: 517.325073
	Iteration 0F: 2 clusters Score -5340179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -5282422.000000 Penalty: 1034.650146
	Iteration 0F: 3 clusters Score -5282422 nChanged 42358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -5308022.500000 Penalty: 1034.650146
	Iteration 1F: 3 clusters Score -5308022 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -5309482.500000 Penalty: 1034.650146
	Iteration 2Q: 3 clusters Score -5309482 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -5311938.000000 Penalty: 1034.650146
	Iteration 3F: 3 clusters Score -5311938 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -5316364.500000 Penalty: 1034.650146
	Iteration 4F: 3 clusters Score -5316364 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -5322717.000000 Penalty: 1034.650146
	Iteration 5F: 3 clusters Score -5322717 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -5329762.500000 Penalty: 1034.650146
	Iteration 6F: 3 clusters Score -5329762 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -5334724.500000 Penalty: 1034.650146
	Iteration 7F: 3 clusters Score -5334724 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -5337230.000000 Penalty: 1034.650146
	Iteration 8Q: 3 clusters Score -5337230 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -5338402.500000 Penalty: 1034.650146
	Iteration 9Q: 3 clusters Score -5338402 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -5338964.000000 Penalty: 1034.650146
	Iteration 10Q: 3 clusters Score -5338964 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -5339330.000000 Penalty: 1034.650146
	Iteration 11Q: 3 clusters Score -5339330 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -5339503.500000 Penalty: 1034.650146
	Iteration 12Q: 3 clusters Score -5339504 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -5339621.500000 Penalty: 1034.650146
	Iteration 13Q: 3 clusters Score -5339622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -5339695.000000 Penalty: 1034.650146
	Iteration 14Q: 3 clusters Score -5339695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -5339742.000000 Penalty: 1034.650146
	Iteration 15Q: 3 clusters Score -5339742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -5339754.000000 Penalty: 1034.650146
	Iteration 16Q: 3 clusters Score -5339754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -5339761.000000 Penalty: 1034.650146
	Iteration 17Q: 3 clusters Score -5339761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -5339779.000000 Penalty: 1034.650146
	Iteration 18Q: 3 clusters Score -5339779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -5339790.500000 Penalty: 1034.650146
	Iteration 19Q: 3 clusters Score -5339790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -5339798.000000 Penalty: 1034.650146
	Iteration 20F: 3 clusters Score -5339798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -5339793.000000 Penalty: 1034.650146
	Iteration 21Q: 3 clusters Score -5339793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -5339793.000000 Penalty: 1034.650146
	Iteration 22Q: 3 clusters Score -5339793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -5339792.500000 Penalty: 1034.650146
	Iteration 23Q: 3 clusters Score -5339792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -5339795.500000 Penalty: 1034.650146
	Iteration 24Q: 3 clusters Score -5339796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -5339794.000000 Penalty: 1034.650146
	Iteration 25Q: 3 clusters Score -5339794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -5339796.500000 Penalty: 1034.650146
	Iteration 26Q: 3 clusters Score -5339796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -5339797.500000 Penalty: 1034.650146
	Iteration 27Q: 3 clusters Score -5339798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -5339798.000000 Penalty: 1034.650146
	Iteration 28Q: 3 clusters Score -5339798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -5339800.500000 Penalty: 1034.650146
	Iteration 29Q: 3 clusters Score -5339800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -5339804.000000 Penalty: 1034.650146
	Iteration 30Q: 3 clusters Score -5339804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -5339805.500000 Penalty: 1034.650146
	Iteration 31Q: 3 clusters Score -5339806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -5339806.500000 Penalty: 1034.650146
	Iteration 32Q: 3 clusters Score -5339806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -5339808.000000 Penalty: 1034.650146
	Iteration 33Q: 3 clusters Score -5339808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -5339808.500000 Penalty: 1034.650146
	Iteration 34Q: 3 clusters Score -5339808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -5339807.500000 Penalty: 1034.650146
	Iteration 35Q: 3 clusters Score -5339808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -5339811.000000 Penalty: 1034.650146
	Iteration 36Q: 3 clusters Score -5339811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -5339810.000000 Penalty: 1034.650146
	Iteration 37Q: 3 clusters Score -5339810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -5339810.500000 Penalty: 1034.650146
	Iteration 38Q: 3 clusters Score -5339810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -5339808.000000 Penalty: 1034.650146
	Iteration 39Q: 3 clusters Score -5339808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -5339808.000000 Penalty: 1034.650146
	Iteration 40F: 3 clusters Score -5339808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (174866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174866 members 
Entering Unmasked Estep 
Score: -10623055.000000 Penalty: 549.265808
	Iteration 0F: 2 clusters Score -1.062306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 87620 members 
Entering Unmasked Estep 
Score: -10519269.000000 Penalty: 1098.531616
	Iteration 0F: 3 clusters Score -1.051927e+07 nChanged 85639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -10575999.000000 Penalty: 1098.531616
	Iteration 1F: 3 clusters Score -1.0576e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -10581915.000000 Penalty: 1098.531616
	Iteration 2F: 3 clusters Score -1.058192e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -10589595.000000 Penalty: 1098.531616
	Iteration 3F: 3 clusters Score -1.05896e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -10598490.000000 Penalty: 1098.531616
	Iteration 4F: 3 clusters Score -1.059849e+07 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -10607241.000000 Penalty: 1098.531616
	Iteration 5F: 3 clusters Score -1.060724e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -10612734.000000 Penalty: 1098.531616
	Iteration 6F: 3 clusters Score -1.061273e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -10614938.000000 Penalty: 1098.531616
	Iteration 7Q: 3 clusters Score -1.061494e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -10615641.000000 Penalty: 1098.531616
	Iteration 8Q: 3 clusters Score -1.061564e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -10615772.000000 Penalty: 1098.531616
	Iteration 9Q: 3 clusters Score -1.061577e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -10616014.000000 Penalty: 1098.531616
	Iteration 10Q: 3 clusters Score -1.061601e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -10616223.000000 Penalty: 1098.531616
	Iteration 11Q: 3 clusters Score -1.061622e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -10616427.000000 Penalty: 1098.531616
	Iteration 12Q: 3 clusters Score -1.061643e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -10616643.000000 Penalty: 1098.531616
	Iteration 13Q: 3 clusters Score -1.061664e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -10616829.000000 Penalty: 1098.531616
	Iteration 14Q: 3 clusters Score -1.061683e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -10617072.000000 Penalty: 1098.531616
	Iteration 15Q: 3 clusters Score -1.061707e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -10617335.000000 Penalty: 1098.531616
	Iteration 16Q: 3 clusters Score -1.061734e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -10617540.000000 Penalty: 1098.531616
	Iteration 17Q: 3 clusters Score -1.061754e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -10617810.000000 Penalty: 1098.531616
	Iteration 18Q: 3 clusters Score -1.061781e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -10618010.000000 Penalty: 1098.531616
	Iteration 19Q: 3 clusters Score -1.061801e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -10618145.000000 Penalty: 1098.531616
	Iteration 20F: 3 clusters Score -1.061814e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -10618305.000000 Penalty: 1098.531616
	Iteration 21Q: 3 clusters Score -1.06183e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -10618451.000000 Penalty: 1098.531616
	Iteration 22Q: 3 clusters Score -1.061845e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -10618448.000000 Penalty: 1098.531616
	Iteration 23Q: 3 clusters Score -1.061845e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -10618513.000000 Penalty: 1098.531616
	Iteration 24Q: 3 clusters Score -1.061851e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -10618617.000000 Penalty: 1098.531616
	Iteration 25Q: 3 clusters Score -1.061862e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 103057 members 
Entering Unmasked Estep 
Score: -10618660.000000 Penalty: 1098.531616
	Iteration 26Q: 3 clusters Score -1.061866e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -10618662.000000 Penalty: 1098.531616
	Iteration 27Q: 3 clusters Score -1.061866e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -10618683.000000 Penalty: 1098.531616
	Iteration 28Q: 3 clusters Score -1.061868e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -10618632.000000 Penalty: 1098.531616
	Iteration 29Q: 3 clusters Score -1.061863e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -10618697.000000 Penalty: 1098.531616
	Iteration 30Q: 3 clusters Score -1.06187e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -10618687.000000 Penalty: 1098.531616
	Iteration 31Q: 3 clusters Score -1.061869e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -10618680.000000 Penalty: 1098.531616
	Iteration 32Q: 3 clusters Score -1.061868e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -10618620.000000 Penalty: 1098.531616
	Iteration 33Q: 3 clusters Score -1.061862e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -10618579.000000 Penalty: 1098.531616
	Iteration 34Q: 3 clusters Score -1.061858e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -10618603.000000 Penalty: 1098.531616
	Iteration 35Q: 3 clusters Score -1.06186e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -10618552.000000 Penalty: 1098.531616
	Iteration 36Q: 3 clusters Score -1.061855e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -10618494.000000 Penalty: 1098.531616
	Iteration 37Q: 3 clusters Score -1.061849e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -10618461.000000 Penalty: 1098.531616
	Iteration 38Q: 3 clusters Score -1.061846e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 110021 members 
Entering Unmasked Estep 
Score: -10618421.000000 Penalty: 1098.531616
	Iteration 39Q: 3 clusters Score -1.061842e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -10618430.000000 Penalty: 1098.531616
	Iteration 40F: 3 clusters Score -1.061843e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 111357 members 
Entering Unmasked Estep 
Score: -10618377.000000 Penalty: 1098.531616
	Iteration 41Q: 3 clusters Score -1.061838e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -10618367.000000 Penalty: 1098.531616
	Iteration 42Q: 3 clusters Score -1.061837e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -10618389.000000 Penalty: 1098.531616
	Iteration 43Q: 3 clusters Score -1.061839e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -10618364.000000 Penalty: 1098.531616
	Iteration 44Q: 3 clusters Score -1.061836e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -10618376.000000 Penalty: 1098.531616
	Iteration 45Q: 3 clusters Score -1.061838e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -10618409.000000 Penalty: 1098.531616
	Iteration 46Q: 3 clusters Score -1.061841e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -10618364.000000 Penalty: 1098.531616
	Iteration 47Q: 3 clusters Score -1.061836e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 116991 members 
Entering Unmasked Estep 
Score: -10618388.000000 Penalty: 1098.531616
	Iteration 48Q: 3 clusters Score -1.061839e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -10618371.000000 Penalty: 1098.531616
	Iteration 49Q: 3 clusters Score -1.061837e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 118959 members 
Entering Unmasked Estep 
Score: -10618328.000000 Penalty: 1098.531616
	Iteration 50Q: 3 clusters Score -1.061833e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 120012 members 
Entering Unmasked Estep 
Score: -10618321.000000 Penalty: 1098.531616
	Iteration 51Q: 3 clusters Score -1.061832e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -10618283.000000 Penalty: 1098.531616
	Iteration 52Q: 3 clusters Score -1.061828e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 122443 members 
Entering Unmasked Estep 
Score: -10618312.000000 Penalty: 1098.531616
	Iteration 53Q: 3 clusters Score -1.061831e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -10618282.000000 Penalty: 1098.531616
	Iteration 54Q: 3 clusters Score -1.061828e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -10618342.000000 Penalty: 1098.531616
	Iteration 55Q: 3 clusters Score -1.061834e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -10618415.000000 Penalty: 1098.531616
	Iteration 56Q: 3 clusters Score -1.061842e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -10618548.000000 Penalty: 1098.531616
	Iteration 57Q: 3 clusters Score -1.061855e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -10618654.000000 Penalty: 1098.531616
	Iteration 58Q: 3 clusters Score -1.061865e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -10618753.000000 Penalty: 1098.531616
	Iteration 59Q: 3 clusters Score -1.061875e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 132272 members 
Entering Unmasked Estep 
Score: -10618838.000000 Penalty: 1098.531616
	Iteration 60F: 3 clusters Score -1.061884e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 133903 members 
Entering Unmasked Estep 
Score: -10619029.000000 Penalty: 1098.531616
	Iteration 61Q: 3 clusters Score -1.061903e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -10619063.000000 Penalty: 1098.531616
	Iteration 62Q: 3 clusters Score -1.061906e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 137358 members 
Entering Unmasked Estep 
Score: -10619127.000000 Penalty: 1098.531616
	Iteration 63Q: 3 clusters Score -1.061913e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -10619336.000000 Penalty: 1098.531616
	Iteration 64Q: 3 clusters Score -1.061934e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -10619457.000000 Penalty: 1098.531616
	Iteration 65Q: 3 clusters Score -1.061946e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 142549 members 
Entering Unmasked Estep 
Score: -10619713.000000 Penalty: 1098.531616
	Iteration 66Q: 3 clusters Score -1.061971e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -10619972.000000 Penalty: 1098.531616
	Iteration 67Q: 3 clusters Score -1.061997e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -10620259.000000 Penalty: 1098.531616
	Iteration 68Q: 3 clusters Score -1.062026e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -10620501.000000 Penalty: 1098.531616
	Iteration 69Q: 3 clusters Score -1.06205e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 149284 members 
Entering Unmasked Estep 
Score: -10620896.000000 Penalty: 1098.531616
	Iteration 70Q: 3 clusters Score -1.06209e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -10621466.000000 Penalty: 1098.531616
	Iteration 71Q: 3 clusters Score -1.062147e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -10621820.000000 Penalty: 1098.531616
	Iteration 72Q: 3 clusters Score -1.062182e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 154067 members 
Entering Unmasked Estep 
Score: -10622374.000000 Penalty: 1098.531616
	Iteration 73Q: 3 clusters Score -1.062237e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -10623477.000000 Penalty: 1098.531616
	Iteration 74Q: 3 clusters Score -1.062348e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -10624509.000000 Penalty: 1098.531616
	Iteration 75Q: 3 clusters Score -1.062451e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -10625232.000000 Penalty: 1098.531616
	Iteration 76Q: 3 clusters Score -1.062523e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -10625817.000000 Penalty: 1098.531616
	Iteration 77Q: 3 clusters Score -1.062582e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 161592 members 
Entering Unmasked Estep 
Score: -10626148.000000 Penalty: 1098.531616
	Iteration 78Q: 3 clusters Score -1.062615e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 162880 members 
Entering Unmasked Estep 
Score: -10626456.000000 Penalty: 1098.531616
	Iteration 79Q: 3 clusters Score -1.062646e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 164083 members 
Entering Unmasked Estep 
Score: -10626494.000000 Penalty: 1098.531616
	Iteration 80F: 3 clusters Score -1.062649e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -10626523.000000 Penalty: 1098.531616
	Iteration 81Q: 3 clusters Score -1.062652e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -10626420.000000 Penalty: 1098.531616
	Iteration 82Q: 3 clusters Score -1.062642e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 167042 members 
Entering Unmasked Estep 
Score: -10626417.000000 Penalty: 1098.531616
	Iteration 83Q: 3 clusters Score -1.062642e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 167783 members 
Entering Unmasked Estep 
Score: -10626215.000000 Penalty: 1098.531616
	Iteration 84Q: 3 clusters Score -1.062622e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -10626092.000000 Penalty: 1098.531616
	Iteration 85Q: 3 clusters Score -1.062609e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 168953 members 
Entering Unmasked Estep 
Score: -10625985.000000 Penalty: 1098.531616
	Iteration 86Q: 3 clusters Score -1.062598e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 169413 members 
Entering Unmasked Estep 
Score: -10625835.000000 Penalty: 1098.531616
	Iteration 87Q: 3 clusters Score -1.062584e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -10625633.000000 Penalty: 1098.531616
	Iteration 88Q: 3 clusters Score -1.062563e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 170183 members 
Entering Unmasked Estep 
Score: -10625429.000000 Penalty: 1098.531616
	Iteration 89Q: 3 clusters Score -1.062543e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -10625294.000000 Penalty: 1098.531616
	Iteration 90Q: 3 clusters Score -1.062529e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 170835 members 
Entering Unmasked Estep 
Score: -10625205.000000 Penalty: 1098.531616
	Iteration 91Q: 3 clusters Score -1.06252e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 171097 members 
Entering Unmasked Estep 
Score: -10625107.000000 Penalty: 1098.531616
	Iteration 92Q: 3 clusters Score -1.062511e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -10624966.000000 Penalty: 1098.531616
	Iteration 93Q: 3 clusters Score -1.062497e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 171510 members 
Entering Unmasked Estep 
Score: -10624882.000000 Penalty: 1098.531616
	Iteration 94Q: 3 clusters Score -1.062488e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -10624794.000000 Penalty: 1098.531616
	Iteration 95Q: 3 clusters Score -1.062479e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -10624733.000000 Penalty: 1098.531616
	Iteration 96Q: 3 clusters Score -1.062473e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -10624689.000000 Penalty: 1098.531616
	Iteration 97Q: 3 clusters Score -1.062469e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -10624663.000000 Penalty: 1098.531616
	Iteration 98Q: 3 clusters Score -1.062466e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -10624624.000000 Penalty: 1098.531616
	Iteration 99Q: 3 clusters Score -1.062462e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 172154 members 
Entering Unmasked Estep 
Score: -10624622.000000 Penalty: 1098.531616
	Iteration 100F: 3 clusters Score -1.062462e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -10624577.000000 Penalty: 1098.531616
	Iteration 101Q: 3 clusters Score -1.062458e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 172252 members 
Entering Unmasked Estep 
Score: -10624551.000000 Penalty: 1098.531616
	Iteration 102Q: 3 clusters Score -1.062455e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -10624536.000000 Penalty: 1098.531616
	Iteration 103Q: 3 clusters Score -1.062454e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -10624540.000000 Penalty: 1098.531616
	Iteration 104Q: 3 clusters Score -1.062454e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 172345 members 
Entering Unmasked Estep 
Score: -10624537.000000 Penalty: 1098.531616
	Iteration 105Q: 3 clusters Score -1.062454e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -10624521.000000 Penalty: 1098.531616
	Iteration 106Q: 3 clusters Score -1.062452e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 172379 members 
Entering Unmasked Estep 
Score: -10624510.000000 Penalty: 1098.531616
	Iteration 107Q: 3 clusters Score -1.062451e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 172397 members 
Entering Unmasked Estep 
Score: -10624491.000000 Penalty: 1098.531616
	Iteration 108Q: 3 clusters Score -1.062449e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 172404 members 
Entering Unmasked Estep 
Score: -10624481.000000 Penalty: 1098.531616
	Iteration 109Q: 3 clusters Score -1.062448e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -10624484.000000 Penalty: 1098.531616
	Iteration 110Q: 3 clusters Score -1.062448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -10624468.000000 Penalty: 1098.531616
	Iteration 111Q: 3 clusters Score -1.062447e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 172448 members 
Entering Unmasked Estep 
Score: -10624451.000000 Penalty: 1098.531616
	Iteration 112Q: 3 clusters Score -1.062445e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 172480 members 
Entering Unmasked Estep 
Score: -10624436.000000 Penalty: 1098.531616
	Iteration 113Q: 3 clusters Score -1.062444e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 172489 members 
Entering Unmasked Estep 
Score: -10624424.000000 Penalty: 1098.531616
	Iteration 114Q: 3 clusters Score -1.062442e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -10624418.000000 Penalty: 1098.531616
	Iteration 115Q: 3 clusters Score -1.062442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -10624417.000000 Penalty: 1098.531616
	Iteration 116Q: 3 clusters Score -1.062442e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -10624429.000000 Penalty: 1098.531616
	Iteration 117Q: 3 clusters Score -1.062443e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -10624437.000000 Penalty: 1098.531616
	Iteration 118Q: 3 clusters Score -1.062444e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 172460 members 
Entering Unmasked Estep 
Score: -10624465.000000 Penalty: 1098.531616
	Iteration 119Q: 3 clusters Score -1.062446e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 172455 members 
Entering Unmasked Estep 
Score: -10624496.000000 Penalty: 1098.531616
	Iteration 120F: 3 clusters Score -1.06245e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 172459 members 
Entering Unmasked Estep 
Score: -10624512.000000 Penalty: 1098.531616
	Iteration 121Q: 3 clusters Score -1.062451e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -10624501.000000 Penalty: 1098.531616
	Iteration 122Q: 3 clusters Score -1.06245e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -10624516.000000 Penalty: 1098.531616
	Iteration 123Q: 3 clusters Score -1.062452e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -10624542.000000 Penalty: 1098.531616
	Iteration 124Q: 3 clusters Score -1.062454e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -10624559.000000 Penalty: 1098.531616
	Iteration 125Q: 3 clusters Score -1.062456e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -10624586.000000 Penalty: 1098.531616
	Iteration 126Q: 3 clusters Score -1.062459e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 172409 members 
Entering Unmasked Estep 
Score: -10624637.000000 Penalty: 1098.531616
	Iteration 127Q: 3 clusters Score -1.062464e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -10624694.000000 Penalty: 1098.531616
	Iteration 128Q: 3 clusters Score -1.062469e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -10624735.000000 Penalty: 1098.531616
	Iteration 129Q: 3 clusters Score -1.062474e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 172297 members 
Entering Unmasked Estep 
Score: -10624746.000000 Penalty: 1098.531616
	Iteration 130Q: 3 clusters Score -1.062475e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -10624790.000000 Penalty: 1098.531616
	Iteration 131Q: 3 clusters Score -1.062479e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -10624819.000000 Penalty: 1098.531616
	Iteration 132Q: 3 clusters Score -1.062482e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -10624844.000000 Penalty: 1098.531616
	Iteration 133Q: 3 clusters Score -1.062484e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -10624884.000000 Penalty: 1098.531616
	Iteration 134Q: 3 clusters Score -1.062488e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -10624943.000000 Penalty: 1098.531616
	Iteration 135Q: 3 clusters Score -1.062494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -10624983.000000 Penalty: 1098.531616
	Iteration 136Q: 3 clusters Score -1.062498e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 171857 members 
Entering Unmasked Estep 
Score: -10625003.000000 Penalty: 1098.531616
	Iteration 137Q: 3 clusters Score -1.0625e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -10625020.000000 Penalty: 1098.531616
	Iteration 138Q: 3 clusters Score -1.062502e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 171775 members 
Entering Unmasked Estep 
Score: -10625039.000000 Penalty: 1098.531616
	Iteration 139Q: 3 clusters Score -1.062504e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 171734 members 
Entering Unmasked Estep 
Score: -10625097.000000 Penalty: 1098.531616
	Iteration 140F: 3 clusters Score -1.06251e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 171614 members 
Entering Unmasked Estep 
Score: -10625205.000000 Penalty: 1098.531616
	Iteration 141Q: 3 clusters Score -1.06252e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 171515 members 
Entering Unmasked Estep 
Score: -10625308.000000 Penalty: 1098.531616
	Iteration 142Q: 3 clusters Score -1.062531e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -10625349.000000 Penalty: 1098.531616
	Iteration 143Q: 3 clusters Score -1.062535e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 171352 members 
Entering Unmasked Estep 
Score: -10625433.000000 Penalty: 1098.531616
	Iteration 144Q: 3 clusters Score -1.062543e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -10625468.000000 Penalty: 1098.531616
	Iteration 145Q: 3 clusters Score -1.062547e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -10625505.000000 Penalty: 1098.531616
	Iteration 146Q: 3 clusters Score -1.06255e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 171156 members 
Entering Unmasked Estep 
Score: -10625539.000000 Penalty: 1098.531616
	Iteration 147Q: 3 clusters Score -1.062554e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -10625564.000000 Penalty: 1098.531616
	Iteration 148Q: 3 clusters Score -1.062556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -10625573.000000 Penalty: 1098.531616
	Iteration 149Q: 3 clusters Score -1.062557e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 170977 members 
Entering Unmasked Estep 
Score: -10625620.000000 Penalty: 1098.531616
	Iteration 150Q: 3 clusters Score -1.062562e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -10625688.000000 Penalty: 1098.531616
	Iteration 151Q: 3 clusters Score -1.062569e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 170805 members 
Entering Unmasked Estep 
Score: -10625747.000000 Penalty: 1098.531616
	Iteration 152Q: 3 clusters Score -1.062575e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 170719 members 
Entering Unmasked Estep 
Score: -10625762.000000 Penalty: 1098.531616
	Iteration 153Q: 3 clusters Score -1.062576e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -10625790.000000 Penalty: 1098.531616
	Iteration 154Q: 3 clusters Score -1.062579e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -10625822.000000 Penalty: 1098.531616
	Iteration 155Q: 3 clusters Score -1.062582e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -10625869.000000 Penalty: 1098.531616
	Iteration 156Q: 3 clusters Score -1.062587e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -10625891.000000 Penalty: 1098.531616
	Iteration 157Q: 3 clusters Score -1.062589e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 170377 members 
Entering Unmasked Estep 
Score: -10625917.000000 Penalty: 1098.531616
	Iteration 158Q: 3 clusters Score -1.062592e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -10625955.000000 Penalty: 1098.531616
	Iteration 159Q: 3 clusters Score -1.062596e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 170234 members 
Entering Unmasked Estep 
Score: -10626039.000000 Penalty: 1098.531616
	Iteration 160F: 3 clusters Score -1.062604e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -10626160.000000 Penalty: 1098.531616
	Iteration 161Q: 3 clusters Score -1.062616e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -10626250.000000 Penalty: 1098.531616
	Iteration 162Q: 3 clusters Score -1.062625e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -10626354.000000 Penalty: 1098.531616
	Iteration 163Q: 3 clusters Score -1.062635e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -10626435.000000 Penalty: 1098.531616
	Iteration 164Q: 3 clusters Score -1.062644e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -10626534.000000 Penalty: 1098.531616
	Iteration 165Q: 3 clusters Score -1.062653e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -10626606.000000 Penalty: 1098.531616
	Iteration 166Q: 3 clusters Score -1.062661e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -10626717.000000 Penalty: 1098.531616
	Iteration 167Q: 3 clusters Score -1.062672e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 169087 members 
Entering Unmasked Estep 
Score: -10626813.000000 Penalty: 1098.531616
	Iteration 168Q: 3 clusters Score -1.062681e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -10626915.000000 Penalty: 1098.531616
	Iteration 169Q: 3 clusters Score -1.062692e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -10627006.000000 Penalty: 1098.531616
	Iteration 170Q: 3 clusters Score -1.062701e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -10627044.000000 Penalty: 1098.531616
	Iteration 171Q: 3 clusters Score -1.062704e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -10627117.000000 Penalty: 1098.531616
	Iteration 172Q: 3 clusters Score -1.062712e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 168404 members 
Entering Unmasked Estep 
Score: -10627197.000000 Penalty: 1098.531616
	Iteration 173Q: 3 clusters Score -1.06272e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 168304 members 
Entering Unmasked Estep 
Score: -10627265.000000 Penalty: 1098.531616
	Iteration 174Q: 3 clusters Score -1.062726e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -10627300.000000 Penalty: 1098.531616
	Iteration 175Q: 3 clusters Score -1.06273e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 168098 members 
Entering Unmasked Estep 
Score: -10627340.000000 Penalty: 1098.531616
	Iteration 176Q: 3 clusters Score -1.062734e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -10627383.000000 Penalty: 1098.531616
	Iteration 177Q: 3 clusters Score -1.062738e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -10627436.000000 Penalty: 1098.531616
	Iteration 178Q: 3 clusters Score -1.062744e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -10627460.000000 Penalty: 1098.531616
	Iteration 179Q: 3 clusters Score -1.062746e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 167718 members 
Entering Unmasked Estep 
Score: -10627498.000000 Penalty: 1098.531616
	Iteration 180F: 3 clusters Score -1.06275e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -10627557.000000 Penalty: 1098.531616
	Iteration 181Q: 3 clusters Score -1.062756e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -10627577.000000 Penalty: 1098.531616
	Iteration 182Q: 3 clusters Score -1.062758e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 167486 members 
Entering Unmasked Estep 
Score: -10627637.000000 Penalty: 1098.531616
	Iteration 183Q: 3 clusters Score -1.062764e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 167442 members 
Entering Unmasked Estep 
Score: -10627643.000000 Penalty: 1098.531616
	Iteration 184Q: 3 clusters Score -1.062764e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -10627659.000000 Penalty: 1098.531616
	Iteration 185Q: 3 clusters Score -1.062766e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -10627654.000000 Penalty: 1098.531616
	Iteration 186Q: 3 clusters Score -1.062765e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 167318 members 
Entering Unmasked Estep 
Score: -10627668.000000 Penalty: 1098.531616
	Iteration 187Q: 3 clusters Score -1.062767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -10627672.000000 Penalty: 1098.531616
	Iteration 188Q: 3 clusters Score -1.062767e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -10627682.000000 Penalty: 1098.531616
	Iteration 189Q: 3 clusters Score -1.062768e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -10627706.000000 Penalty: 1098.531616
	Iteration 190Q: 3 clusters Score -1.062771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -10627712.000000 Penalty: 1098.531616
	Iteration 191Q: 3 clusters Score -1.062771e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 167167 members 
Entering Unmasked Estep 
Score: -10627732.000000 Penalty: 1098.531616
	Iteration 192Q: 3 clusters Score -1.062773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -10627729.000000 Penalty: 1098.531616
	Iteration 193Q: 3 clusters Score -1.062773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -10627752.000000 Penalty: 1098.531616
	Iteration 194Q: 3 clusters Score -1.062775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -10627773.000000 Penalty: 1098.531616
	Iteration 195Q: 3 clusters Score -1.062777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 167074 members 
Entering Unmasked Estep 
Score: -10627780.000000 Penalty: 1098.531616
	Iteration 196Q: 3 clusters Score -1.062778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -10627794.000000 Penalty: 1098.531616
	Iteration 197Q: 3 clusters Score -1.062779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -10627796.000000 Penalty: 1098.531616
	Iteration 198Q: 3 clusters Score -1.06278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 167002 members 
Entering Unmasked Estep 
Score: -10627803.000000 Penalty: 1098.531616
	Iteration 199Q: 3 clusters Score -1.06278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -10627802.000000 Penalty: 1098.531616
	Iteration 200F: 3 clusters Score -1.06278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -10627788.000000 Penalty: 1098.531616
	Iteration 201Q: 3 clusters Score -1.062779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 166975 members 
Entering Unmasked Estep 
Score: -10627783.000000 Penalty: 1098.531616
	Iteration 202Q: 3 clusters Score -1.062778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 166969 members 
Entering Unmasked Estep 
Score: -10627784.000000 Penalty: 1098.531616
	Iteration 203Q: 3 clusters Score -1.062778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -10627805.000000 Penalty: 1098.531616
	Iteration 204Q: 3 clusters Score -1.06278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 166953 members 
Entering Unmasked Estep 
Score: -10627812.000000 Penalty: 1098.531616
	Iteration 205Q: 3 clusters Score -1.062781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -10627803.000000 Penalty: 1098.531616
	Iteration 206Q: 3 clusters Score -1.06278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 166923 members 
Entering Unmasked Estep 
Score: -10627810.000000 Penalty: 1098.531616
	Iteration 207Q: 3 clusters Score -1.062781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 166917 members 
Entering Unmasked Estep 
Score: -10627805.000000 Penalty: 1098.531616
	Iteration 208Q: 3 clusters Score -1.06278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 166908 members 
Entering Unmasked Estep 
Score: -10627808.000000 Penalty: 1098.531616
	Iteration 209Q: 3 clusters Score -1.062781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 166899 members 
Entering Unmasked Estep 
Score: -10627811.000000 Penalty: 1098.531616
	Iteration 210Q: 3 clusters Score -1.062781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -10627815.000000 Penalty: 1098.531616
	Iteration 211Q: 3 clusters Score -1.062782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -10627815.000000 Penalty: 1098.531616
	Iteration 212Q: 3 clusters Score -1.062782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -10627810.000000 Penalty: 1098.531616
	Iteration 213Q: 3 clusters Score -1.062781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 166892 members 
Entering Unmasked Estep 
Score: -10627816.000000 Penalty: 1098.531616
	Iteration 214Q: 3 clusters Score -1.062782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -10627816.000000 Penalty: 1098.531616
	Iteration 215Q: 3 clusters Score -1.062782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -10627819.000000 Penalty: 1098.531616
	Iteration 216Q: 3 clusters Score -1.062782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 166892 members 
Entering Unmasked Estep 
Score: -10627818.000000 Penalty: 1098.531616
	Iteration 217Q: 3 clusters Score -1.062782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 166889 members 
Entering Unmasked Estep 
Score: -10627822.000000 Penalty: 1098.531616
	Iteration 218Q: 3 clusters Score -1.062782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 166885 members 
Entering Unmasked Estep 
Score: -10627815.000000 Penalty: 1098.531616
	Iteration 219Q: 3 clusters Score -1.062782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
Score: -10627815.000000 Penalty: 1098.531616
	Iteration 220F: 3 clusters Score -1.062782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 166879 members 
Entering Unmasked Estep 
Score: -10627812.000000 Penalty: 1098.531616
	Iteration 221Q: 3 clusters Score -1.062781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 166877 members 
Entering Unmasked Estep 
Score: -10627815.000000 Penalty: 1098.531616
	Iteration 222Q: 3 clusters Score -1.062782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -10627817.000000 Penalty: 1098.531616
	Iteration 223Q: 3 clusters Score -1.062782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -10627817.000000 Penalty: 1098.531616
	Iteration 224F: 3 clusters Score -1.062782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 7169 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 42768 members 
Mstep: Class 19 contains 158415 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
Score: -53138856.000000 Penalty: 11850.594727
Splitting cluster 5 changes total score from -53127568.000000 to -53138856.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -18516.419922 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -18516.42 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 172 members 
Entering Unmasked Estep 
Score: -18157.921875 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -18157.92 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18287.529297 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -18287.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18314.380859 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -18314.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18320.404297 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -18320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18323.775391 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -18323.78 nChanged 6
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: -18333.376953 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -18333.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18342.791016 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -18342.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18347.537109 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -18347.54 nChanged 3
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: -18349.326172 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -18349.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18350.474609 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -18350.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18350.474609 Penalty: 524.917236
	Iteration 10F: 3 clusters Score -18350.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Entering Unmasked Estep 
Score: -2239410.250000 Penalty: 476.508514
	Iteration 0F: 2 clusters Score -2239410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2215707.750000 Penalty: 953.017029
	Iteration 0F: 3 clusters Score -2215708 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2225757.750000 Penalty: 953.017029
	Iteration 1F: 3 clusters Score -2225758 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2226169.250000 Penalty: 953.017029
	Iteration 2Q: 3 clusters Score -2226169 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2226793.500000 Penalty: 953.017029
	Iteration 3Q: 3 clusters Score -2226794 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2227792.000000 Penalty: 953.017029
	Iteration 4Q: 3 clusters Score -2227792 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2229457.750000 Penalty: 953.017029
	Iteration 5F: 3 clusters Score -2229458 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2231703.000000 Penalty: 953.017029
	Iteration 6F: 3 clusters Score -2231703 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2233886.750000 Penalty: 953.017029
	Iteration 7F: 3 clusters Score -2233887 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2235530.500000 Penalty: 953.017029
	Iteration 8F: 3 clusters Score -2235530 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2236533.500000 Penalty: 953.017029
	Iteration 9Q: 3 clusters Score -2236534 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2237149.000000 Penalty: 953.017029
	Iteration 10Q: 3 clusters Score -2237149 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2237593.750000 Penalty: 953.017029
	Iteration 11Q: 3 clusters Score -2237594 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2237929.250000 Penalty: 953.017029
	Iteration 12Q: 3 clusters Score -2237929 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2238151.500000 Penalty: 953.017029
	Iteration 13Q: 3 clusters Score -2238152 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2238322.500000 Penalty: 953.017029
	Iteration 14Q: 3 clusters Score -2238322 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2238467.250000 Penalty: 953.017029
	Iteration 15Q: 3 clusters Score -2238467 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2238602.250000 Penalty: 953.017029
	Iteration 16Q: 3 clusters Score -2238602 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2238697.000000 Penalty: 953.017029
	Iteration 17Q: 3 clusters Score -2238697 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2238782.500000 Penalty: 953.017029
	Iteration 18Q: 3 clusters Score -2238782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2238839.250000 Penalty: 953.017029
	Iteration 19Q: 3 clusters Score -2238839 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2238878.250000 Penalty: 953.017029
	Iteration 20F: 3 clusters Score -2238878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2238914.750000 Penalty: 953.017029
	Iteration 21Q: 3 clusters Score -2238915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2238938.000000 Penalty: 953.017029
	Iteration 22Q: 3 clusters Score -2238938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2238955.000000 Penalty: 953.017029
	Iteration 23Q: 3 clusters Score -2238955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2238970.750000 Penalty: 953.017029
	Iteration 24Q: 3 clusters Score -2238971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2238983.750000 Penalty: 953.017029
	Iteration 25Q: 3 clusters Score -2238984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2239000.250000 Penalty: 953.017029
	Iteration 26Q: 3 clusters Score -2239000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2239008.000000 Penalty: 953.017029
	Iteration 27Q: 3 clusters Score -2239008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2239012.750000 Penalty: 953.017029
	Iteration 28Q: 3 clusters Score -2239013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2239017.500000 Penalty: 953.017029
	Iteration 29Q: 3 clusters Score -2239018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2239019.500000 Penalty: 953.017029
	Iteration 30Q: 3 clusters Score -2239020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2239024.750000 Penalty: 953.017029
	Iteration 31Q: 3 clusters Score -2239025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2239030.250000 Penalty: 953.017029
	Iteration 32Q: 3 clusters Score -2239030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2239031.000000 Penalty: 953.017029
	Iteration 33Q: 3 clusters Score -2239031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2239033.250000 Penalty: 953.017029
	Iteration 34Q: 3 clusters Score -2239033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2239034.750000 Penalty: 953.017029
	Iteration 35Q: 3 clusters Score -2239035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2239034.000000 Penalty: 953.017029
	Iteration 36Q: 3 clusters Score -2239034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2239039.000000 Penalty: 953.017029
	Iteration 37Q: 3 clusters Score -2239039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2239039.250000 Penalty: 953.017029
	Iteration 38Q: 3 clusters Score -2239039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2239038.000000 Penalty: 953.017029
	Iteration 39Q: 3 clusters Score -2239038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2239038.000000 Penalty: 953.017029
	Iteration 40F: 3 clusters Score -2239038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Entering Unmasked Estep 
Score: -5300423.500000 Penalty: 516.426880
	Iteration 0F: 2 clusters Score -5300424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5243984.000000 Penalty: 1032.853760
	Iteration 0F: 3 clusters Score -5243984 nChanged 41194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5270588.000000 Penalty: 1032.853760
	Iteration 1F: 3 clusters Score -5270588 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5272935.500000 Penalty: 1032.853760
	Iteration 2Q: 3 clusters Score -5272936 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5276355.000000 Penalty: 1032.853760
	Iteration 3F: 3 clusters Score -5276355 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5280948.500000 Penalty: 1032.853760
	Iteration 4F: 3 clusters Score -5280948 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5285627.000000 Penalty: 1032.853760
	Iteration 5F: 3 clusters Score -5285627 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5288835.500000 Penalty: 1032.853760
	Iteration 6F: 3 clusters Score -5288836 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5290273.500000 Penalty: 1032.853760
	Iteration 7Q: 3 clusters Score -5290274 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5290901.000000 Penalty: 1032.853760
	Iteration 8Q: 3 clusters Score -5290901 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5291349.500000 Penalty: 1032.853760
	Iteration 9Q: 3 clusters Score -5291350 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5291810.500000 Penalty: 1032.853760
	Iteration 10Q: 3 clusters Score -5291810 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -5292189.000000 Penalty: 1032.853760
	Iteration 11Q: 3 clusters Score -5292189 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -5292526.500000 Penalty: 1032.853760
	Iteration 12Q: 3 clusters Score -5292526 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -5292787.000000 Penalty: 1032.853760
	Iteration 13Q: 3 clusters Score -5292787 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5293038.500000 Penalty: 1032.853760
	Iteration 14Q: 3 clusters Score -5293038 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5293292.000000 Penalty: 1032.853760
	Iteration 15Q: 3 clusters Score -5293292 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5293541.000000 Penalty: 1032.853760
	Iteration 16Q: 3 clusters Score -5293541 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5293717.000000 Penalty: 1032.853760
	Iteration 17Q: 3 clusters Score -5293717 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5293940.500000 Penalty: 1032.853760
	Iteration 18Q: 3 clusters Score -5293940 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -5294085.000000 Penalty: 1032.853760
	Iteration 19Q: 3 clusters Score -5294085 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5294233.000000 Penalty: 1032.853760
	Iteration 20F: 3 clusters Score -5294233 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5294351.500000 Penalty: 1032.853760
	Iteration 21Q: 3 clusters Score -5294352 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5294446.500000 Penalty: 1032.853760
	Iteration 22Q: 3 clusters Score -5294446 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5294553.000000 Penalty: 1032.853760
	Iteration 23Q: 3 clusters Score -5294553 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5294632.500000 Penalty: 1032.853760
	Iteration 24Q: 3 clusters Score -5294632 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5294677.500000 Penalty: 1032.853760
	Iteration 25Q: 3 clusters Score -5294678 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -5294741.000000 Penalty: 1032.853760
	Iteration 26Q: 3 clusters Score -5294741 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5294807.500000 Penalty: 1032.853760
	Iteration 27Q: 3 clusters Score -5294808 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5294831.500000 Penalty: 1032.853760
	Iteration 28Q: 3 clusters Score -5294832 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -5294873.500000 Penalty: 1032.853760
	Iteration 29Q: 3 clusters Score -5294874 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -5294883.500000 Penalty: 1032.853760
	Iteration 30Q: 3 clusters Score -5294884 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -5294930.500000 Penalty: 1032.853760
	Iteration 31Q: 3 clusters Score -5294930 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -5294928.000000 Penalty: 1032.853760
	Iteration 32Q: 3 clusters Score -5294928 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -5294956.500000 Penalty: 1032.853760
	Iteration 33Q: 3 clusters Score -5294956 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -5295000.500000 Penalty: 1032.853760
	Iteration 34Q: 3 clusters Score -5295000 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -5295021.500000 Penalty: 1032.853760
	Iteration 35Q: 3 clusters Score -5295022 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -5295025.000000 Penalty: 1032.853760
	Iteration 36Q: 3 clusters Score -5295025 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5295026.000000 Penalty: 1032.853760
	Iteration 37Q: 3 clusters Score -5295026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5295010.000000 Penalty: 1032.853760
	Iteration 38Q: 3 clusters Score -5295010 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -5294974.000000 Penalty: 1032.853760
	Iteration 39Q: 3 clusters Score -5294974 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -5294934.500000 Penalty: 1032.853760
	Iteration 40F: 3 clusters Score -5294934 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -5294911.500000 Penalty: 1032.853760
	Iteration 41Q: 3 clusters Score -5294912 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5294901.500000 Penalty: 1032.853760
	Iteration 42Q: 3 clusters Score -5294902 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5294854.000000 Penalty: 1032.853760
	Iteration 43Q: 3 clusters Score -5294854 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -5294821.000000 Penalty: 1032.853760
	Iteration 44Q: 3 clusters Score -5294821 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -5294811.500000 Penalty: 1032.853760
	Iteration 45Q: 3 clusters Score -5294812 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5294796.500000 Penalty: 1032.853760
	Iteration 46Q: 3 clusters Score -5294796 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5294779.500000 Penalty: 1032.853760
	Iteration 47Q: 3 clusters Score -5294780 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5294749.500000 Penalty: 1032.853760
	Iteration 48Q: 3 clusters Score -5294750 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5294744.000000 Penalty: 1032.853760
	Iteration 49Q: 3 clusters Score -5294744 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -5294708.000000 Penalty: 1032.853760
	Iteration 50Q: 3 clusters Score -5294708 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5294671.000000 Penalty: 1032.853760
	Iteration 51Q: 3 clusters Score -5294671 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5294649.000000 Penalty: 1032.853760
	Iteration 52Q: 3 clusters Score -5294649 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -5294619.000000 Penalty: 1032.853760
	Iteration 53Q: 3 clusters Score -5294619 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5294589.500000 Penalty: 1032.853760
	Iteration 54Q: 3 clusters Score -5294590 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5294552.000000 Penalty: 1032.853760
	Iteration 55Q: 3 clusters Score -5294552 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -5294540.000000 Penalty: 1032.853760
	Iteration 56Q: 3 clusters Score -5294540 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5294469.000000 Penalty: 1032.853760
	Iteration 57Q: 3 clusters Score -5294469 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5294393.000000 Penalty: 1032.853760
	Iteration 58Q: 3 clusters Score -5294393 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -5294341.000000 Penalty: 1032.853760
	Iteration 59Q: 3 clusters Score -5294341 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -5294313.000000 Penalty: 1032.853760
	Iteration 60F: 3 clusters Score -5294313 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5294291.500000 Penalty: 1032.853760
	Iteration 61Q: 3 clusters Score -5294292 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -5294255.000000 Penalty: 1032.853760
	Iteration 62Q: 3 clusters Score -5294255 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -5294210.000000 Penalty: 1032.853760
	Iteration 63Q: 3 clusters Score -5294210 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -5294161.500000 Penalty: 1032.853760
	Iteration 64Q: 3 clusters Score -5294162 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5294098.000000 Penalty: 1032.853760
	Iteration 65Q: 3 clusters Score -5294098 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -5294101.500000 Penalty: 1032.853760
	Iteration 66Q: 3 clusters Score -5294102 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5294067.000000 Penalty: 1032.853760
	Iteration 67Q: 3 clusters Score -5294067 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5294038.000000 Penalty: 1032.853760
	Iteration 68Q: 3 clusters Score -5294038 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5294002.000000 Penalty: 1032.853760
	Iteration 69Q: 3 clusters Score -5294002 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5293946.000000 Penalty: 1032.853760
	Iteration 70Q: 3 clusters Score -5293946 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -5293888.500000 Penalty: 1032.853760
	Iteration 71Q: 3 clusters Score -5293888 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5293838.000000 Penalty: 1032.853760
	Iteration 72Q: 3 clusters Score -5293838 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -5293781.500000 Penalty: 1032.853760
	Iteration 73Q: 3 clusters Score -5293782 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -5293740.000000 Penalty: 1032.853760
	Iteration 74Q: 3 clusters Score -5293740 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -5293740.000000 Penalty: 1032.853760
	Iteration 75Q: 3 clusters Score -5293740 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5293726.500000 Penalty: 1032.853760
	Iteration 76Q: 3 clusters Score -5293726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -5293711.000000 Penalty: 1032.853760
	Iteration 77Q: 3 clusters Score -5293711 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5293707.500000 Penalty: 1032.853760
	Iteration 78Q: 3 clusters Score -5293708 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5293679.000000 Penalty: 1032.853760
	Iteration 79Q: 3 clusters Score -5293679 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5293616.500000 Penalty: 1032.853760
	Iteration 80F: 3 clusters Score -5293616 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5293574.500000 Penalty: 1032.853760
	Iteration 81Q: 3 clusters Score -5293574 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5293557.500000 Penalty: 1032.853760
	Iteration 82Q: 3 clusters Score -5293558 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -5293542.500000 Penalty: 1032.853760
	Iteration 83Q: 3 clusters Score -5293542 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -5293531.500000 Penalty: 1032.853760
	Iteration 84Q: 3 clusters Score -5293532 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5293511.500000 Penalty: 1032.853760
	Iteration 85Q: 3 clusters Score -5293512 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -5293462.000000 Penalty: 1032.853760
	Iteration 86Q: 3 clusters Score -5293462 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5293438.500000 Penalty: 1032.853760
	Iteration 87Q: 3 clusters Score -5293438 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5293400.500000 Penalty: 1032.853760
	Iteration 88Q: 3 clusters Score -5293400 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -5293382.500000 Penalty: 1032.853760
	Iteration 89Q: 3 clusters Score -5293382 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5293372.500000 Penalty: 1032.853760
	Iteration 90Q: 3 clusters Score -5293372 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5293339.000000 Penalty: 1032.853760
	Iteration 91Q: 3 clusters Score -5293339 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5293337.000000 Penalty: 1032.853760
	Iteration 92Q: 3 clusters Score -5293337 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5293280.000000 Penalty: 1032.853760
	Iteration 93Q: 3 clusters Score -5293280 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5293279 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5293251.500000 Penalty: 1032.853760
	Iteration 95Q: 3 clusters Score -5293252 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -5293216.500000 Penalty: 1032.853760
	Iteration 96Q: 3 clusters Score -5293216 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5293184.500000 Penalty: 1032.853760
	Iteration 97Q: 3 clusters Score -5293184 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5293159.000000 Penalty: 1032.853760
	Iteration 98Q: 3 clusters Score -5293159 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -5293115.500000 Penalty: 1032.853760
	Iteration 99Q: 3 clusters Score -5293116 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -5293093.500000 Penalty: 1032.853760
	Iteration 100F: 3 clusters Score -5293094 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -5293087.500000 Penalty: 1032.853760
	Iteration 101Q: 3 clusters Score -5293088 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -5293084.000000 Penalty: 1032.853760
	Iteration 102Q: 3 clusters Score -5293084 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -5293089.500000 Penalty: 1032.853760
	Iteration 103Q: 3 clusters Score -5293090 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -5293076.500000 Penalty: 1032.853760
	Iteration 104Q: 3 clusters Score -5293076 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -5293048.500000 Penalty: 1032.853760
	Iteration 105Q: 3 clusters Score -5293048 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -5293045.500000 Penalty: 1032.853760
	Iteration 106Q: 3 clusters Score -5293046 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -5293037.500000 Penalty: 1032.853760
	Iteration 107Q: 3 clusters Score -5293038 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -5293038.000000 Penalty: 1032.853760
	Iteration 108Q: 3 clusters Score -5293038 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -5293033.000000 Penalty: 1032.853760
	Iteration 109Q: 3 clusters Score -5293033 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -5293019.000000 Penalty: 1032.853760
	Iteration 110Q: 3 clusters Score -5293019 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5293012.000000 Penalty: 1032.853760
	Iteration 111Q: 3 clusters Score -5293012 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -5292995.000000 Penalty: 1032.853760
	Iteration 112Q: 3 clusters Score -5292995 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5292971.500000 Penalty: 1032.853760
	Iteration 113Q: 3 clusters Score -5292972 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5292977.500000 Penalty: 1032.853760
	Iteration 114Q: 3 clusters Score -5292978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -5292964.500000 Penalty: 1032.853760
	Iteration 115Q: 3 clusters Score -5292964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5292953.500000 Penalty: 1032.853760
	Iteration 116Q: 3 clusters Score -5292954 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5292972.500000 Penalty: 1032.853760
	Iteration 117Q: 3 clusters Score -5292972 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5292979.500000 Penalty: 1032.853760
	Iteration 118Q: 3 clusters Score -5292980 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -5292988.000000 Penalty: 1032.853760
	Iteration 119Q: 3 clusters Score -5292988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5292975.500000 Penalty: 1032.853760
	Iteration 120F: 3 clusters Score -5292976 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -5292965.000000 Penalty: 1032.853760
	Iteration 121Q: 3 clusters Score -5292965 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5292953.000000 Penalty: 1032.853760
	Iteration 122Q: 3 clusters Score -5292953 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5292935.500000 Penalty: 1032.853760
	Iteration 123Q: 3 clusters Score -5292936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5292916.500000 Penalty: 1032.853760
	Iteration 124Q: 3 clusters Score -5292916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5292900.000000 Penalty: 1032.853760
	Iteration 125Q: 3 clusters Score -5292900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5292914.000000 Penalty: 1032.853760
	Iteration 126Q: 3 clusters Score -5292914 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -5292908.500000 Penalty: 1032.853760
	Iteration 127Q: 3 clusters Score -5292908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5292917.000000 Penalty: 1032.853760
	Iteration 128Q: 3 clusters Score -5292917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -5292903.000000 Penalty: 1032.853760
	Iteration 129Q: 3 clusters Score -5292903 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -5292884.000000 Penalty: 1032.853760
	Iteration 130Q: 3 clusters Score -5292884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -5292881.500000 Penalty: 1032.853760
	Iteration 131Q: 3 clusters Score -5292882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5292878.000000 Penalty: 1032.853760
	Iteration 132Q: 3 clusters Score -5292878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5292880.000000 Penalty: 1032.853760
	Iteration 133Q: 3 clusters Score -5292880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -5292871.000000 Penalty: 1032.853760
	Iteration 134Q: 3 clusters Score -5292871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5292861.000000 Penalty: 1032.853760
	Iteration 135Q: 3 clusters Score -5292861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -5292866.500000 Penalty: 1032.853760
	Iteration 136Q: 3 clusters Score -5292866 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5292869.000000 Penalty: 1032.853760
	Iteration 137Q: 3 clusters Score -5292869 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5292877.000000 Penalty: 1032.853760
	Iteration 138Q: 3 clusters Score -5292877 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5292855.000000 Penalty: 1032.853760
	Iteration 139Q: 3 clusters Score -5292855 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5292869.500000 Penalty: 1032.853760
	Iteration 140F: 3 clusters Score -5292870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5292859.500000 Penalty: 1032.853760
	Iteration 141Q: 3 clusters Score -5292860 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5292849.500000 Penalty: 1032.853760
	Iteration 142Q: 3 clusters Score -5292850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5292839.000000 Penalty: 1032.853760
	Iteration 143Q: 3 clusters Score -5292839 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5292837.000000 Penalty: 1032.853760
	Iteration 144Q: 3 clusters Score -5292837 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5292836.000000 Penalty: 1032.853760
	Iteration 145Q: 3 clusters Score -5292836 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5292847.000000 Penalty: 1032.853760
	Iteration 146Q: 3 clusters Score -5292847 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5292851.000000 Penalty: 1032.853760
	Iteration 147Q: 3 clusters Score -5292851 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5292830.000000 Penalty: 1032.853760
	Iteration 148Q: 3 clusters Score -5292830 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5292839.000000 Penalty: 1032.853760
	Iteration 149Q: 3 clusters Score -5292839 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -5292820.500000 Penalty: 1032.853760
	Iteration 150Q: 3 clusters Score -5292820 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5292818.000000 Penalty: 1032.853760
	Iteration 151Q: 3 clusters Score -5292818 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5292822.500000 Penalty: 1032.853760
	Iteration 152Q: 3 clusters Score -5292822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5292786.500000 Penalty: 1032.853760
	Iteration 153Q: 3 clusters Score -5292786 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5292762.000000 Penalty: 1032.853760
	Iteration 154Q: 3 clusters Score -5292762 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5292750.500000 Penalty: 1032.853760
	Iteration 155Q: 3 clusters Score -5292750 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5292732.000000 Penalty: 1032.853760
	Iteration 156Q: 3 clusters Score -5292732 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5292714.000000 Penalty: 1032.853760
	Iteration 157Q: 3 clusters Score -5292714 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -5292720.000000 Penalty: 1032.853760
	Iteration 158Q: 3 clusters Score -5292720 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5292685.000000 Penalty: 1032.853760
	Iteration 159Q: 3 clusters Score -5292685 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5292709.500000 Penalty: 1032.853760
	Iteration 160F: 3 clusters Score -5292710 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -5292688.000000 Penalty: 1032.853760
	Iteration 161Q: 3 clusters Score -5292688 nChanged 429
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -5292650.500000 Penalty: 1032.853760
	Iteration 162Q: 3 clusters Score -5292650 nChanged 456
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5292635.500000 Penalty: 1032.853760
	Iteration 163Q: 3 clusters Score -5292636 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5292635.500000 Penalty: 1032.853760
	Iteration 164Q: 3 clusters Score -5292636 nChanged 540
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -5292627.000000 Penalty: 1032.853760
	Iteration 165Q: 3 clusters Score -5292627 nChanged 509
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -5292603.000000 Penalty: 1032.853760
	Iteration 166Q: 3 clusters Score -5292603 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -5292595.500000 Penalty: 1032.853760
	Iteration 167Q: 3 clusters Score -5292596 nChanged 502
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -5292572.000000 Penalty: 1032.853760
	Iteration 168Q: 3 clusters Score -5292572 nChanged 545
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -5292585.500000 Penalty: 1032.853760
	Iteration 169Q: 3 clusters Score -5292586 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -5292588.500000 Penalty: 1032.853760
	Iteration 170Q: 3 clusters Score -5292588 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -5292573.000000 Penalty: 1032.853760
	Iteration 171Q: 3 clusters Score -5292573 nChanged 609
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -5292527.000000 Penalty: 1032.853760
	Iteration 172Q: 3 clusters Score -5292527 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -5292523.500000 Penalty: 1032.853760
	Iteration 173Q: 3 clusters Score -5292524 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -5292495.500000 Penalty: 1032.853760
	Iteration 174Q: 3 clusters Score -5292496 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -5292427.500000 Penalty: 1032.853760
	Iteration 175Q: 3 clusters Score -5292428 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -5292452.500000 Penalty: 1032.853760
	Iteration 176Q: 3 clusters Score -5292452 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -5292390.000000 Penalty: 1032.853760
	Iteration 177Q: 3 clusters Score -5292390 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -5292425.000000 Penalty: 1032.853760
	Iteration 178Q: 3 clusters Score -5292425 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -5292484.000000 Penalty: 1032.853760
	Iteration 179Q: 3 clusters Score -5292484 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -5292527.000000 Penalty: 1032.853760
	Iteration 180F: 3 clusters Score -5292527 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -5292606.500000 Penalty: 1032.853760
	Iteration 181Q: 3 clusters Score -5292606 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -5292708.500000 Penalty: 1032.853760
	Iteration 182Q: 3 clusters Score -5292708 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -5292846.000000 Penalty: 1032.853760
	Iteration 183Q: 3 clusters Score -5292846 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -5292990.000000 Penalty: 1032.853760
	Iteration 184Q: 3 clusters Score -5292990 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -5293224.000000 Penalty: 1032.853760
	Iteration 185Q: 3 clusters Score -5293224 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -5293394.000000 Penalty: 1032.853760
	Iteration 186Q: 3 clusters Score -5293394 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -5293618.000000 Penalty: 1032.853760
	Iteration 187Q: 3 clusters Score -5293618 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -5293942.000000 Penalty: 1032.853760
	Iteration 188Q: 3 clusters Score -5293942 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -5294272.000000 Penalty: 1032.853760
	Iteration 189Q: 3 clusters Score -5294272 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -5294599.500000 Penalty: 1032.853760
	Iteration 190Q: 3 clusters Score -5294600 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -5295020.500000 Penalty: 1032.853760
	Iteration 191Q: 3 clusters Score -5295020 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -5295629.500000 Penalty: 1032.853760
	Iteration 192Q: 3 clusters Score -5295630 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -5296442.000000 Penalty: 1032.853760
	Iteration 193Q: 3 clusters Score -5296442 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -5297062.500000 Penalty: 1032.853760
	Iteration 194Q: 3 clusters Score -5297062 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -5297613.000000 Penalty: 1032.853760
	Iteration 195Q: 3 clusters Score -5297613 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -5298075.000000 Penalty: 1032.853760
	Iteration 196Q: 3 clusters Score -5298075 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -5298542.500000 Penalty: 1032.853760
	Iteration 197Q: 3 clusters Score -5298542 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -5298897.500000 Penalty: 1032.853760
	Iteration 198Q: 3 clusters Score -5298898 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -5299156.500000 Penalty: 1032.853760
	Iteration 199Q: 3 clusters Score -5299156 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -5299356.500000 Penalty: 1032.853760
	Iteration 200F: 3 clusters Score -5299356 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -5299536.000000 Penalty: 1032.853760
	Iteration 201Q: 3 clusters Score -5299536 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -5299632.500000 Penalty: 1032.853760
	Iteration 202Q: 3 clusters Score -5299632 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -5299724.500000 Penalty: 1032.853760
	Iteration 203Q: 3 clusters Score -5299724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -5299793.000000 Penalty: 1032.853760
	Iteration 204Q: 3 clusters Score -5299793 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -5299830.500000 Penalty: 1032.853760
	Iteration 205Q: 3 clusters Score -5299830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -5299903.000000 Penalty: 1032.853760
	Iteration 206Q: 3 clusters Score -5299903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -5299961.500000 Penalty: 1032.853760
	Iteration 207Q: 3 clusters Score -5299962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -5299989.500000 Penalty: 1032.853760
	Iteration 208Q: 3 clusters Score -5299990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -5300013.500000 Penalty: 1032.853760
	Iteration 209Q: 3 clusters Score -5300014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -5300029.500000 Penalty: 1032.853760
	Iteration 210Q: 3 clusters Score -5300030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -5300052.000000 Penalty: 1032.853760
	Iteration 211Q: 3 clusters Score -5300052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -5300054.000000 Penalty: 1032.853760
	Iteration 212Q: 3 clusters Score -5300054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -5300064.000000 Penalty: 1032.853760
	Iteration 213Q: 3 clusters Score -5300064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -5300071.000000 Penalty: 1032.853760
	Iteration 214Q: 3 clusters Score -5300071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -5300080.000000 Penalty: 1032.853760
	Iteration 215Q: 3 clusters Score -5300080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -5300083.000000 Penalty: 1032.853760
	Iteration 216Q: 3 clusters Score -5300083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -5300091.500000 Penalty: 1032.853760
	Iteration 217Q: 3 clusters Score -5300092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -5300098.000000 Penalty: 1032.853760
	Iteration 218Q: 3 clusters Score -5300098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -5300099.500000 Penalty: 1032.853760
	Iteration 219Q: 3 clusters Score -5300100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -5300101.000000 Penalty: 1032.853760
	Iteration 220F: 3 clusters Score -5300101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -5300099.000000 Penalty: 1032.853760
	Iteration 221Q: 3 clusters Score -5300099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -5300099.500000 Penalty: 1032.853760
	Iteration 222Q: 3 clusters Score -5300100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -5300103.000000 Penalty: 1032.853760
	Iteration 223Q: 3 clusters Score -5300103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -5300108.500000 Penalty: 1032.853760
	Iteration 224Q: 3 clusters Score -5300108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -5300106.500000 Penalty: 1032.853760
	Iteration 225Q: 3 clusters Score -5300106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -5300109.500000 Penalty: 1032.853760
	Iteration 226Q: 3 clusters Score -5300110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -5300116.000000 Penalty: 1032.853760
	Iteration 227Q: 3 clusters Score -5300116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 84596 members 
Entering Unmasked Estep 
Score: -5300113.500000 Penalty: 1032.853760
	Iteration 228Q: 3 clusters Score -5300114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -5300115.000000 Penalty: 1032.853760
	Iteration 229Q: 3 clusters Score -5300115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -5300115.500000 Penalty: 1032.853760
	Iteration 230Q: 3 clusters Score -5300116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -5300116.000000 Penalty: 1032.853760
	Iteration 231Q: 3 clusters Score -5300116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -5300117.500000 Penalty: 1032.853760
	Iteration 232Q: 3 clusters Score -5300118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -5300117.500000 Penalty: 1032.853760
	Iteration 233Q: 3 clusters Score -5300118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -5300119.500000 Penalty: 1032.853760
	Iteration 234Q: 3 clusters Score -5300120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -5300114.500000 Penalty: 1032.853760
	Iteration 235Q: 3 clusters Score -5300114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -5300118.500000 Penalty: 1032.853760
	Iteration 236Q: 3 clusters Score -5300118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -5300113.500000 Penalty: 1032.853760
	Iteration 237Q: 3 clusters Score -5300114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -5300117.000000 Penalty: 1032.853760
	Iteration 238Q: 3 clusters Score -5300117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -5300115.500000 Penalty: 1032.853760
	Iteration 239Q: 3 clusters Score -5300116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -5300113.500000 Penalty: 1032.853760
	Iteration 240F: 3 clusters Score -5300114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -5300112.000000 Penalty: 1032.853760
	Iteration 241Q: 3 clusters Score -5300112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -5300112.000000 Penalty: 1032.853760
	Iteration 242F: 3 clusters Score -5300112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -411623.906250 Penalty: 403.927216
	Iteration 0F: 2 clusters Score -411623.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -406926.843750 Penalty: 807.854431
	Iteration 0F: 3 clusters Score -406926.8 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -410832.187500 Penalty: 807.854431
	Iteration 1F: 3 clusters Score -410832.2 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -413282.031250 Penalty: 807.854431
	Iteration 2F: 3 clusters Score -413282 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -415365.156250 Penalty: 807.854431
	Iteration 3F: 3 clusters Score -415365.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -416183.375000 Penalty: 807.854431
	Iteration 4F: 3 clusters Score -416183.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -416593.093750 Penalty: 807.854431
	Iteration 5Q: 3 clusters Score -416593.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -417097.562500 Penalty: 807.854431
	Iteration 6Q: 3 clusters Score -417097.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -417868.093750 Penalty: 807.854431
	Iteration 7Q: 3 clusters Score -417868.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -419053.406250 Penalty: 807.854431
	Iteration 8Q: 3 clusters Score -419053.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -420481.093750 Penalty: 807.854431
	Iteration 9Q: 3 clusters Score -420481.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -421455.468750 Penalty: 807.854431
	Iteration 10Q: 3 clusters Score -421455.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -422192.281250 Penalty: 807.854431
	Iteration 11Q: 3 clusters Score -422192.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -423129.937500 Penalty: 807.854431
	Iteration 12Q: 3 clusters Score -423129.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -424355.875000 Penalty: 807.854431
	Iteration 13Q: 3 clusters Score -424355.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -425977.687500 Penalty: 807.854431
	Iteration 14Q: 3 clusters Score -425977.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -426112.875000 Penalty: 807.854431
	Iteration 15Q: 3 clusters Score -426112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -426128.906250 Penalty: 807.854431
	Iteration 16Q: 3 clusters Score -426128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -426135.375000 Penalty: 807.854431
	Iteration 17Q: 3 clusters Score -426135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -426168.906250 Penalty: 807.854431
	Iteration 18Q: 3 clusters Score -426168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -426190.437500 Penalty: 807.854431
	Iteration 19Q: 3 clusters Score -426190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -426579.937500 Penalty: 807.854431
	Iteration 20F: 3 clusters Score -426579.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -427687.687500 Penalty: 807.854431
	Iteration 21Q: 3 clusters Score -427687.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -431019.062500 Penalty: 807.854431
	Iteration 22Q: 3 clusters Score -431019.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -432148.406250 Penalty: 807.854431
	Iteration 23Q: 3 clusters Score -432148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -432127.843750 Penalty: 807.854431
	Iteration 24Q: 3 clusters Score -432127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -432127.843750 Penalty: 807.854431
	Iteration 25F: 3 clusters Score -432127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 42768 members 
Mstep: Class 19 contains 158415 members 
Mstep: Class 20 contains 5996 members 
Entering Unmasked Estep 
Score: -53158512.000000 Penalty: 12474.310547
Splitting cluster 10 changes total score from -53127568.000000 to -53158512.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -197137.750000 Penalty: 370.977417
	Iteration 0F: 2 clusters Score -197137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -194971.140625 Penalty: 741.954834
	Iteration 0F: 3 clusters Score -194971.1 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -199297.250000 Penalty: 741.954834
	Iteration 1F: 3 clusters Score -199297.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -202438.328125 Penalty: 741.954834
	Iteration 2F: 3 clusters Score -202438.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -204151.921875 Penalty: 741.954834
	Iteration 3F: 3 clusters Score -204151.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -204440.250000 Penalty: 741.954834
	Iteration 4Q: 3 clusters Score -204440.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204519.234375 Penalty: 741.954834
	Iteration 5Q: 3 clusters Score -204519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204520.703125 Penalty: 741.954834
	Iteration 6Q: 3 clusters Score -204520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 7Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 8Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 9Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 10Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 11Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 12Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 13Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 14Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 15Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 16Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 17Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 18Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 19Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 20F: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 21Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 22Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 23Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 24Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 25Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 26Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 27Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 28Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 29Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 30Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 31Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 32Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 33Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 34Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 35Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 36Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 37Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 38Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 39Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 40F: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 41Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 42Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 43Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 44Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 45Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 46Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 47Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 48Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 49Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 50Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 51Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 52Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 53Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 54Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 55Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 56Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 57Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204508.171875 Penalty: 741.954834
	Iteration 58Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 59Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 60F: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 62Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 65Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -204510.937500 Penalty: 741.954834
	Iteration 66Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -204516.968750 Penalty: 741.954834
	Iteration 68Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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	Iteration 84Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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	Iteration 450Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 451Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 452Q: 3 clusters Score -204517 nChanged 1
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	Iteration 453Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 454Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 455Q: 3 clusters Score -204517 nChanged 1
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	Iteration 456Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 457Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 458Q: 3 clusters Score -204517 nChanged 1
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	Iteration 459Q: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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	Iteration 460F: 3 clusters Score -204508.2 nChanged 1
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	Iteration 461Q: 3 clusters Score -204517 nChanged 1
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	Iteration 462Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 463Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 464Q: 3 clusters Score -204517 nChanged 1
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	Iteration 465Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 466Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 467Q: 3 clusters Score -204517 nChanged 1
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	Iteration 468Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 469Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 470Q: 3 clusters Score -204517 nChanged 1
Entering Unmasked Mstep 
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	Iteration 471Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 472Q: 3 clusters Score -204508.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 473Q: 3 clusters Score -204517 nChanged 1
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	Iteration 474Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 475Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 476Q: 3 clusters Score -204517 nChanged 1
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	Iteration 477Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 478Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 479Q: 3 clusters Score -204517 nChanged 1
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	Iteration 480F: 3 clusters Score -204510.9 nChanged 2
Entering Unmasked Mstep 
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	Iteration 481Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 482Q: 3 clusters Score -204517 nChanged 1
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	Iteration 483Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 484Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 485Q: 3 clusters Score -204517 nChanged 1
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	Iteration 486Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 487Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 488Q: 3 clusters Score -204517 nChanged 1
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	Iteration 489Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 490Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 491Q: 3 clusters Score -204517 nChanged 1
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	Iteration 492Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 493Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 494Q: 3 clusters Score -204517 nChanged 1
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	Iteration 495Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 496Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 497Q: 3 clusters Score -204517 nChanged 1
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	Iteration 498Q: 3 clusters Score -204510.9 nChanged 2
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	Iteration 499Q: 3 clusters Score -204508.2 nChanged 1
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	Iteration 500F: 3 clusters Score -204517 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 42768 members 
Mstep: Class 19 contains 158415 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1288 members 
Entering Unmasked Estep 
Score: -53165316.000000 Penalty: 13098.026367
Splitting cluster 11 changes total score from -53127568.000000 to -53165316.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (88433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -5432326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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	Iteration 0F: 3 clusters Score -5373924 nChanged 43120
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	Iteration 1F: 3 clusters Score -5400224 nChanged 3805
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	Iteration 2Q: 3 clusters Score -5401684 nChanged 4560
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	Iteration 3F: 3 clusters Score -5403877 nChanged 5543
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	Iteration 4F: 3 clusters Score -5407308 nChanged 6277
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Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 54366 members 
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	Iteration 5F: 3 clusters Score -5412456 nChanged 6574
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Mstep: Class 1 contains 31627 members 
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	Iteration 6F: 3 clusters Score -5418421 nChanged 5676
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	Iteration 7F: 3 clusters Score -5422572 nChanged 3720
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Mstep: Class 2 contains 59260 members 
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	Iteration 8Q: 3 clusters Score -5424046 nChanged 1995
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Mstep: Class 2 contains 60017 members 
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	Iteration 9Q: 3 clusters Score -5424588 nChanged 1221
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	Iteration 10Q: 3 clusters Score -5424908 nChanged 1091
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Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5425272 nChanged 1083
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Mstep: Class 2 contains 62458 members 
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	Iteration 12Q: 3 clusters Score -5425602 nChanged 1149
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Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5426044 nChanged 1172
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Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5426470 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5426960 nChanged 1171
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Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5427333 nChanged 1038
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Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5427724 nChanged 961
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Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5428050 nChanged 900
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Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5428334 nChanged 838
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Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5428584 nChanged 770
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Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5428805 nChanged 741
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Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 70088 members 
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	Iteration 22Q: 3 clusters Score -5429030 nChanged 685
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Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5429227 nChanged 649
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Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 71354 members 
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	Iteration 24Q: 3 clusters Score -5429348 nChanged 624
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Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5429468 nChanged 612
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Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5429627 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5429784 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5429920 nChanged 655
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Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5430086 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -5430247.500000 Penalty: 1036.489990
	Iteration 30Q: 3 clusters Score -5430248 nChanged 734
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -5430444.500000 Penalty: 1036.489990
	Iteration 31Q: 3 clusters Score -5430444 nChanged 746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -5430681.000000 Penalty: 1036.489990
	Iteration 32Q: 3 clusters Score -5430681 nChanged 793
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5430878 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -5431106.500000 Penalty: 1036.489990
	Iteration 34Q: 3 clusters Score -5431106 nChanged 956
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -5431321.500000 Penalty: 1036.489990
	Iteration 35Q: 3 clusters Score -5431322 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -5431541.000000 Penalty: 1036.489990
	Iteration 36Q: 3 clusters Score -5431541 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -5431732.000000 Penalty: 1036.489990
	Iteration 37Q: 3 clusters Score -5431732 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -5431908.000000 Penalty: 1036.489990
	Iteration 38Q: 3 clusters Score -5431908 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -5431958.000000 Penalty: 1036.489990
	Iteration 39Q: 3 clusters Score -5431958 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -5432089.000000 Penalty: 1036.489990
	Iteration 40F: 3 clusters Score -5432089 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -5432142.000000 Penalty: 1036.489990
	Iteration 41Q: 3 clusters Score -5432142 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -5432243.500000 Penalty: 1036.489990
	Iteration 42Q: 3 clusters Score -5432244 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -5432300.500000 Penalty: 1036.489990
	Iteration 43Q: 3 clusters Score -5432300 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -5432307.000000 Penalty: 1036.489990
	Iteration 44Q: 3 clusters Score -5432307 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -5432310.000000 Penalty: 1036.489990
	Iteration 45Q: 3 clusters Score -5432310 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -5432303.500000 Penalty: 1036.489990
	Iteration 46Q: 3 clusters Score -5432304 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -5432270.500000 Penalty: 1036.489990
	Iteration 47Q: 3 clusters Score -5432270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -5432275.500000 Penalty: 1036.489990
	Iteration 48Q: 3 clusters Score -5432276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -5432237.000000 Penalty: 1036.489990
	Iteration 49Q: 3 clusters Score -5432237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -5432228.000000 Penalty: 1036.489990
	Iteration 50Q: 3 clusters Score -5432228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -5432218.500000 Penalty: 1036.489990
	Iteration 51Q: 3 clusters Score -5432218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -5432201.000000 Penalty: 1036.489990
	Iteration 52Q: 3 clusters Score -5432201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -5432205.000000 Penalty: 1036.489990
	Iteration 53Q: 3 clusters Score -5432205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -5432195.000000 Penalty: 1036.489990
	Iteration 54Q: 3 clusters Score -5432195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -5432191.000000 Penalty: 1036.489990
	Iteration 55Q: 3 clusters Score -5432191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -5432186.000000 Penalty: 1036.489990
	Iteration 56Q: 3 clusters Score -5432186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -5432181.500000 Penalty: 1036.489990
	Iteration 57Q: 3 clusters Score -5432182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -5432169.000000 Penalty: 1036.489990
	Iteration 58Q: 3 clusters Score -5432169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -5432170.500000 Penalty: 1036.489990
	Iteration 59Q: 3 clusters Score -5432170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -5432173.000000 Penalty: 1036.489990
	Iteration 60F: 3 clusters Score -5432173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -5432165.000000 Penalty: 1036.489990
	Iteration 61Q: 3 clusters Score -5432165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -5432155.000000 Penalty: 1036.489990
	Iteration 62Q: 3 clusters Score -5432155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -5432155.500000 Penalty: 1036.489990
	Iteration 63Q: 3 clusters Score -5432156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -5432155.500000 Penalty: 1036.489990
	Iteration 64Q: 3 clusters Score -5432156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -5432152.500000 Penalty: 1036.489990
	Iteration 65Q: 3 clusters Score -5432152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -5432143.500000 Penalty: 1036.489990
	Iteration 66Q: 3 clusters Score -5432144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -5432154.500000 Penalty: 1036.489990
	Iteration 67Q: 3 clusters Score -5432154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -5432149.500000 Penalty: 1036.489990
	Iteration 68Q: 3 clusters Score -5432150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -5432150.000000 Penalty: 1036.489990
	Iteration 69Q: 3 clusters Score -5432150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -5432150.000000 Penalty: 1036.489990
	Iteration 70F: 3 clusters Score -5432150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Entering Unmasked Estep 
Score: -5611911.500000 Penalty: 519.012817
	Iteration 0F: 2 clusters Score -5611912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -5553681.500000 Penalty: 1038.025635
	Iteration 0F: 3 clusters Score -5553682 nChanged 43879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5579415.500000 Penalty: 1038.025635
	Iteration 1F: 3 clusters Score -5579416 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -5580290.500000 Penalty: 1038.025635
	Iteration 2Q: 3 clusters Score -5580290 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -5581593.500000 Penalty: 1038.025635
	Iteration 3Q: 3 clusters Score -5581594 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5584080.000000 Penalty: 1038.025635
	Iteration 4F: 3 clusters Score -5584080 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -5588374.500000 Penalty: 1038.025635
	Iteration 5F: 3 clusters Score -5588374 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -5595020.500000 Penalty: 1038.025635
	Iteration 6F: 3 clusters Score -5595020 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5601259.000000 Penalty: 1038.025635
	Iteration 7F: 3 clusters Score -5601259 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5604102.500000 Penalty: 1038.025635
	Iteration 8F: 3 clusters Score -5604102 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -5604755.000000 Penalty: 1038.025635
	Iteration 9Q: 3 clusters Score -5604755 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5604982.000000 Penalty: 1038.025635
	Iteration 10Q: 3 clusters Score -5604982 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5605172.500000 Penalty: 1038.025635
	Iteration 11Q: 3 clusters Score -5605172 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5605272.000000 Penalty: 1038.025635
	Iteration 12Q: 3 clusters Score -5605272 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5605266.500000 Penalty: 1038.025635
	Iteration 13Q: 3 clusters Score -5605266 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5605295.000000 Penalty: 1038.025635
	Iteration 14Q: 3 clusters Score -5605295 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5605327.500000 Penalty: 1038.025635
	Iteration 15Q: 3 clusters Score -5605328 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5605297.000000 Penalty: 1038.025635
	Iteration 16Q: 3 clusters Score -5605297 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -5605319.000000 Penalty: 1038.025635
	Iteration 17Q: 3 clusters Score -5605319 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5605269.000000 Penalty: 1038.025635
	Iteration 18Q: 3 clusters Score -5605269 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -5605269.500000 Penalty: 1038.025635
	Iteration 19Q: 3 clusters Score -5605270 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5605273.500000 Penalty: 1038.025635
	Iteration 20F: 3 clusters Score -5605274 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5605315.000000 Penalty: 1038.025635
	Iteration 21Q: 3 clusters Score -5605315 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -5605309.000000 Penalty: 1038.025635
	Iteration 22Q: 3 clusters Score -5605309 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -5605368.000000 Penalty: 1038.025635
	Iteration 23Q: 3 clusters Score -5605368 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -5605321.000000 Penalty: 1038.025635
	Iteration 24Q: 3 clusters Score -5605321 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -5605362.000000 Penalty: 1038.025635
	Iteration 25Q: 3 clusters Score -5605362 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -5605354.500000 Penalty: 1038.025635
	Iteration 26Q: 3 clusters Score -5605354 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -5605394.500000 Penalty: 1038.025635
	Iteration 27Q: 3 clusters Score -5605394 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -5605400.500000 Penalty: 1038.025635
	Iteration 28Q: 3 clusters Score -5605400 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -5605378.000000 Penalty: 1038.025635
	Iteration 29Q: 3 clusters Score -5605378 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -5605396.500000 Penalty: 1038.025635
	Iteration 30Q: 3 clusters Score -5605396 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -5605403.000000 Penalty: 1038.025635
	Iteration 31Q: 3 clusters Score -5605403 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -5605418.500000 Penalty: 1038.025635
	Iteration 32Q: 3 clusters Score -5605418 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5605428.500000 Penalty: 1038.025635
	Iteration 33Q: 3 clusters Score -5605428 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -5605410.500000 Penalty: 1038.025635
	Iteration 34Q: 3 clusters Score -5605410 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -5605434.000000 Penalty: 1038.025635
	Iteration 35Q: 3 clusters Score -5605434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -5605432.500000 Penalty: 1038.025635
	Iteration 36Q: 3 clusters Score -5605432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5605450.500000 Penalty: 1038.025635
	Iteration 37Q: 3 clusters Score -5605450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5605435.000000 Penalty: 1038.025635
	Iteration 38Q: 3 clusters Score -5605435 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -5605433.500000 Penalty: 1038.025635
	Iteration 39Q: 3 clusters Score -5605434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -5605426.500000 Penalty: 1038.025635
	Iteration 40F: 3 clusters Score -5605426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -5605444.000000 Penalty: 1038.025635
	Iteration 41Q: 3 clusters Score -5605444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -5605453.500000 Penalty: 1038.025635
	Iteration 42Q: 3 clusters Score -5605454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -5605465.000000 Penalty: 1038.025635
	Iteration 43Q: 3 clusters Score -5605465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -5605470.000000 Penalty: 1038.025635
	Iteration 44Q: 3 clusters Score -5605470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5605476.000000 Penalty: 1038.025635
	Iteration 45Q: 3 clusters Score -5605476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -5605476.500000 Penalty: 1038.025635
	Iteration 46Q: 3 clusters Score -5605476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -5605481.000000 Penalty: 1038.025635
	Iteration 47Q: 3 clusters Score -5605481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -5605481.000000 Penalty: 1038.025635
	Iteration 48Q: 3 clusters Score -5605481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -5605468.000000 Penalty: 1038.025635
	Iteration 49Q: 3 clusters Score -5605468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -5605480.000000 Penalty: 1038.025635
	Iteration 50Q: 3 clusters Score -5605480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -5605476.500000 Penalty: 1038.025635
	Iteration 51Q: 3 clusters Score -5605476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -5605485.000000 Penalty: 1038.025635
	Iteration 52Q: 3 clusters Score -5605485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -5605483.500000 Penalty: 1038.025635
	Iteration 53Q: 3 clusters Score -5605484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -5605484.500000 Penalty: 1038.025635
	Iteration 54Q: 3 clusters Score -5605484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -5605482.500000 Penalty: 1038.025635
	Iteration 55Q: 3 clusters Score -5605482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -5605478.500000 Penalty: 1038.025635
	Iteration 56Q: 3 clusters Score -5605478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -5605479.000000 Penalty: 1038.025635
	Iteration 57Q: 3 clusters Score -5605479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5605477.000000 Penalty: 1038.025635
	Iteration 58Q: 3 clusters Score -5605477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5605475.000000 Penalty: 1038.025635
	Iteration 59Q: 3 clusters Score -5605475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -5605473.000000 Penalty: 1038.025635
	Iteration 60F: 3 clusters Score -5605473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -5605473.000000 Penalty: 1038.025635
	Iteration 61Q: 3 clusters Score -5605473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -5605477.500000 Penalty: 1038.025635
	Iteration 62Q: 3 clusters Score -5605478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -5605475.000000 Penalty: 1038.025635
	Iteration 63Q: 3 clusters Score -5605475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5605478.000000 Penalty: 1038.025635
	Iteration 64Q: 3 clusters Score -5605478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -5605478.500000 Penalty: 1038.025635
	Iteration 65Q: 3 clusters Score -5605478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -5605481.000000 Penalty: 1038.025635
	Iteration 66Q: 3 clusters Score -5605481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -5605479.000000 Penalty: 1038.025635
	Iteration 67Q: 3 clusters Score -5605479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -5605476.000000 Penalty: 1038.025635
	Iteration 68Q: 3 clusters Score -5605476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -5605477.000000 Penalty: 1038.025635
	Iteration 69Q: 3 clusters Score -5605477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -5605481.000000 Penalty: 1038.025635
	Iteration 70Q: 3 clusters Score -5605481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -5605477.500000 Penalty: 1038.025635
	Iteration 71Q: 3 clusters Score -5605478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -5605477.500000 Penalty: 1038.025635
	Iteration 72F: 3 clusters Score -5605478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -38317.671875 Penalty: 323.684998
	Iteration 0F: 2 clusters Score -38317.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37626.558594 Penalty: 647.369995
	Iteration 0F: 3 clusters Score -37626.56 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40533.929688 Penalty: 647.369995
	Iteration 1F: 3 clusters Score -40533.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41981.226562 Penalty: 647.369995
	Iteration 2F: 3 clusters Score -41981.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42391.929688 Penalty: 647.369995
	Iteration 3Q: 3 clusters Score -42391.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42600.097656 Penalty: 647.369995
	Iteration 4Q: 3 clusters Score -42600.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42759.742188 Penalty: 647.369995
	Iteration 5Q: 3 clusters Score -42759.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42829.976562 Penalty: 647.369995
	Iteration 6Q: 3 clusters Score -42829.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42873.910156 Penalty: 647.369995
	Iteration 7Q: 3 clusters Score -42873.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -42913.515625 Penalty: 647.369995
	Iteration 8Q: 3 clusters Score -42913.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -42938.812500 Penalty: 647.369995
	Iteration 9Q: 3 clusters Score -42938.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -42946.597656 Penalty: 647.369995
	Iteration 10Q: 3 clusters Score -42946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42948.023438 Penalty: 647.369995
	Iteration 11Q: 3 clusters Score -42948.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -42949.367188 Penalty: 647.369995
	Iteration 12Q: 3 clusters Score -42949.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42950.441406 Penalty: 647.369995
	Iteration 13Q: 3 clusters Score -42950.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -42953.703125 Penalty: 647.369995
	Iteration 14Q: 3 clusters Score -42953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -42955.082031 Penalty: 647.369995
	Iteration 15Q: 3 clusters Score -42955.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42956.109375 Penalty: 647.369995
	Iteration 16Q: 3 clusters Score -42956.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -42956.109375 Penalty: 647.369995
	Iteration 17F: 3 clusters Score -42956.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 42768 members 
Mstep: Class 19 contains 158415 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 544 members 
Entering Unmasked Estep 
Score: -53169776.000000 Penalty: 13721.741211
Splitting cluster 16 changes total score from -53127568.000000 to -53169776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (4631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Entering Unmasked Estep 
Score: -275141.000000 Penalty: 384.044006
	Iteration 0F: 2 clusters Score -275141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -272034.750000 Penalty: 768.088013
	Iteration 0F: 3 clusters Score -272034.8 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -273399.312500 Penalty: 768.088013
	Iteration 1F: 3 clusters Score -273399.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -273643.250000 Penalty: 768.088013
	Iteration 2F: 3 clusters Score -273643.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -273870.937500 Penalty: 768.088013
	Iteration 3F: 3 clusters Score -273870.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -274087.312500 Penalty: 768.088013
	Iteration 4F: 3 clusters Score -274087.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -274286.343750 Penalty: 768.088013
	Iteration 5Q: 3 clusters Score -274286.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -274436.281250 Penalty: 768.088013
	Iteration 6Q: 3 clusters Score -274436.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -274572.031250 Penalty: 768.088013
	Iteration 7Q: 3 clusters Score -274572 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -274662.062500 Penalty: 768.088013
	Iteration 8Q: 3 clusters Score -274662.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -274744.000000 Penalty: 768.088013
	Iteration 9Q: 3 clusters Score -274744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -274801.093750 Penalty: 768.088013
	Iteration 10Q: 3 clusters Score -274801.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -274850.562500 Penalty: 768.088013
	Iteration 11Q: 3 clusters Score -274850.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -274895.093750 Penalty: 768.088013
	Iteration 12Q: 3 clusters Score -274895.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -274936.187500 Penalty: 768.088013
	Iteration 13Q: 3 clusters Score -274936.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -274981.437500 Penalty: 768.088013
	Iteration 14Q: 3 clusters Score -274981.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -275006.312500 Penalty: 768.088013
	Iteration 15Q: 3 clusters Score -275006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -275019.937500 Penalty: 768.088013
	Iteration 16Q: 3 clusters Score -275019.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -275033.343750 Penalty: 768.088013
	Iteration 17Q: 3 clusters Score -275033.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -275046.500000 Penalty: 768.088013
	Iteration 18Q: 3 clusters Score -275046.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -275066.218750 Penalty: 768.088013
	Iteration 19Q: 3 clusters Score -275066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -275085.187500 Penalty: 768.088013
	Iteration 20F: 3 clusters Score -275085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -275099.437500 Penalty: 768.088013
	Iteration 21Q: 3 clusters Score -275099.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -275108.250000 Penalty: 768.088013
	Iteration 22Q: 3 clusters Score -275108.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -275115.687500 Penalty: 768.088013
	Iteration 23Q: 3 clusters Score -275115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -275121.125000 Penalty: 768.088013
	Iteration 24Q: 3 clusters Score -275121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -275124.625000 Penalty: 768.088013
	Iteration 25Q: 3 clusters Score -275124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -275126.312500 Penalty: 768.088013
	Iteration 26Q: 3 clusters Score -275126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -275127.156250 Penalty: 768.088013
	Iteration 27Q: 3 clusters Score -275127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -275127.562500 Penalty: 768.088013
	Iteration 28Q: 3 clusters Score -275127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -275127.500000 Penalty: 768.088013
	Iteration 29Q: 3 clusters Score -275127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -275127.500000 Penalty: 768.088013
	Iteration 30F: 3 clusters Score -275127.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Entering Unmasked Estep 
Score: -2705494.250000 Penalty: 485.191315
	Iteration 0F: 2 clusters Score -2705494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2676723.750000 Penalty: 970.382629
	Iteration 0F: 3 clusters Score -2676724 nChanged 20600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2689888.750000 Penalty: 970.382629
	Iteration 1F: 3 clusters Score -2689889 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2692101.750000 Penalty: 970.382629
	Iteration 2F: 3 clusters Score -2692102 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2695886.750000 Penalty: 970.382629
	Iteration 3F: 3 clusters Score -2695887 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2699920.500000 Penalty: 970.382629
	Iteration 4F: 3 clusters Score -2699920 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2702100.750000 Penalty: 970.382629
	Iteration 5F: 3 clusters Score -2702101 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2702784.500000 Penalty: 970.382629
	Iteration 6Q: 3 clusters Score -2702784 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2703092.000000 Penalty: 970.382629
	Iteration 7Q: 3 clusters Score -2703092 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2703308.250000 Penalty: 970.382629
	Iteration 8Q: 3 clusters Score -2703308 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2703480.000000 Penalty: 970.382629
	Iteration 9Q: 3 clusters Score -2703480 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2703609.750000 Penalty: 970.382629
	Iteration 10Q: 3 clusters Score -2703610 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2703751.250000 Penalty: 970.382629
	Iteration 11Q: 3 clusters Score -2703751 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2703879.250000 Penalty: 970.382629
	Iteration 12Q: 3 clusters Score -2703879 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2704008.750000 Penalty: 970.382629
	Iteration 13Q: 3 clusters Score -2704009 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2704151.750000 Penalty: 970.382629
	Iteration 14Q: 3 clusters Score -2704152 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2704283.750000 Penalty: 970.382629
	Iteration 15Q: 3 clusters Score -2704284 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2704404.500000 Penalty: 970.382629
	Iteration 16Q: 3 clusters Score -2704404 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2704497.000000 Penalty: 970.382629
	Iteration 17Q: 3 clusters Score -2704497 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2704576.250000 Penalty: 970.382629
	Iteration 18Q: 3 clusters Score -2704576 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2704672.750000 Penalty: 970.382629
	Iteration 19Q: 3 clusters Score -2704673 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2704765.500000 Penalty: 970.382629
	Iteration 20F: 3 clusters Score -2704766 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2704869.500000 Penalty: 970.382629
	Iteration 21Q: 3 clusters Score -2704870 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2704938.500000 Penalty: 970.382629
	Iteration 22Q: 3 clusters Score -2704938 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2705018.750000 Penalty: 970.382629
	Iteration 23Q: 3 clusters Score -2705019 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2705096.250000 Penalty: 970.382629
	Iteration 24Q: 3 clusters Score -2705096 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2705182.750000 Penalty: 970.382629
	Iteration 25Q: 3 clusters Score -2705183 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2705257.500000 Penalty: 970.382629
	Iteration 26Q: 3 clusters Score -2705258 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2705312.500000 Penalty: 970.382629
	Iteration 27Q: 3 clusters Score -2705312 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2705364.500000 Penalty: 970.382629
	Iteration 28Q: 3 clusters Score -2705364 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2705423.250000 Penalty: 970.382629
	Iteration 29Q: 3 clusters Score -2705423 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2705482.500000 Penalty: 970.382629
	Iteration 30Q: 3 clusters Score -2705482 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2705530.000000 Penalty: 970.382629
	Iteration 31Q: 3 clusters Score -2705530 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2705573.250000 Penalty: 970.382629
	Iteration 32Q: 3 clusters Score -2705573 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2705604.500000 Penalty: 970.382629
	Iteration 33Q: 3 clusters Score -2705604 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2705643.000000 Penalty: 970.382629
	Iteration 34Q: 3 clusters Score -2705643 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2705675.250000 Penalty: 970.382629
	Iteration 35Q: 3 clusters Score -2705675 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2705698.500000 Penalty: 970.382629
	Iteration 36Q: 3 clusters Score -2705698 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2705706.750000 Penalty: 970.382629
	Iteration 37Q: 3 clusters Score -2705707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2705727.500000 Penalty: 970.382629
	Iteration 38Q: 3 clusters Score -2705728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2705752.250000 Penalty: 970.382629
	Iteration 39Q: 3 clusters Score -2705752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2705767.500000 Penalty: 970.382629
	Iteration 40F: 3 clusters Score -2705768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2705771.250000 Penalty: 970.382629
	Iteration 41Q: 3 clusters Score -2705771 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2705773.250000 Penalty: 970.382629
	Iteration 42Q: 3 clusters Score -2705773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2705795.000000 Penalty: 970.382629
	Iteration 43Q: 3 clusters Score -2705795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2705816.750000 Penalty: 970.382629
	Iteration 44Q: 3 clusters Score -2705817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2705820.000000 Penalty: 970.382629
	Iteration 45Q: 3 clusters Score -2705820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2705823.250000 Penalty: 970.382629
	Iteration 46Q: 3 clusters Score -2705823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2705824.250000 Penalty: 970.382629
	Iteration 47Q: 3 clusters Score -2705824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2705823.250000 Penalty: 970.382629
	Iteration 48Q: 3 clusters Score -2705823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2705830.000000 Penalty: 970.382629
	Iteration 49Q: 3 clusters Score -2705830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2705842.250000 Penalty: 970.382629
	Iteration 50Q: 3 clusters Score -2705842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2705843.250000 Penalty: 970.382629
	Iteration 51Q: 3 clusters Score -2705843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2705848.500000 Penalty: 970.382629
	Iteration 52Q: 3 clusters Score -2705848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2705848.750000 Penalty: 970.382629
	Iteration 53Q: 3 clusters Score -2705849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2705845.500000 Penalty: 970.382629
	Iteration 54Q: 3 clusters Score -2705846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2705842.750000 Penalty: 970.382629
	Iteration 55Q: 3 clusters Score -2705843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2705850.500000 Penalty: 970.382629
	Iteration 56Q: 3 clusters Score -2705850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2705850.500000 Penalty: 970.382629
	Iteration 57Q: 3 clusters Score -2705850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2705849.000000 Penalty: 970.382629
	Iteration 58Q: 3 clusters Score -2705849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2705851.250000 Penalty: 970.382629
	Iteration 59Q: 3 clusters Score -2705851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2705851.000000 Penalty: 970.382629
	Iteration 60F: 3 clusters Score -2705851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2705850.500000 Penalty: 970.382629
	Iteration 61Q: 3 clusters Score -2705850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2705849.500000 Penalty: 970.382629
	Iteration 62Q: 3 clusters Score -2705850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2705851.750000 Penalty: 970.382629
	Iteration 63Q: 3 clusters Score -2705852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2705849.500000 Penalty: 970.382629
	Iteration 64Q: 3 clusters Score -2705850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2705849.500000 Penalty: 970.382629
	Iteration 65F: 3 clusters Score -2705850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 39032 members 
Mstep: Class 19 contains 158415 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 544 members 
Mstep: Class 23 contains 3736 members 
Entering Unmasked Estep 
Score: -53170080.000000 Penalty: 14345.457031
Splitting cluster 18 changes total score from -53127568.000000 to -53170080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (158415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Entering Unmasked Estep 
Score: -9615871.000000 Penalty: 544.770325
	Iteration 0F: 2 clusters Score -9615871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -9515074.000000 Penalty: 1089.540649
	Iteration 0F: 3 clusters Score -9515074 nChanged 77770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -9567408.000000 Penalty: 1089.540649
	Iteration 1F: 3 clusters Score -9567408 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -9574168.000000 Penalty: 1089.540649
	Iteration 2F: 3 clusters Score -9574168 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -9583875.000000 Penalty: 1089.540649
	Iteration 3F: 3 clusters Score -9583875 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -9593881.000000 Penalty: 1089.540649
	Iteration 4F: 3 clusters Score -9593881 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118456 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -9600565.000000 Penalty: 1089.540649
	Iteration 5F: 3 clusters Score -9600565 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -9604316.000000 Penalty: 1089.540649
	Iteration 6Q: 3 clusters Score -9604316 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -9606966.000000 Penalty: 1089.540649
	Iteration 7Q: 3 clusters Score -9606966 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -9609070.000000 Penalty: 1089.540649
	Iteration 8Q: 3 clusters Score -9609070 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136289 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -9610741.000000 Penalty: 1089.540649
	Iteration 9Q: 3 clusters Score -9610741 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -9612137.000000 Penalty: 1089.540649
	Iteration 10Q: 3 clusters Score -9612137 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140799 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -9613229.000000 Penalty: 1089.540649
	Iteration 11Q: 3 clusters Score -9613229 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142194 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -9613886.000000 Penalty: 1089.540649
	Iteration 12Q: 3 clusters Score -9613886 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143273 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -9614281.000000 Penalty: 1089.540649
	Iteration 13Q: 3 clusters Score -9614281 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -9614490.000000 Penalty: 1089.540649
	Iteration 14Q: 3 clusters Score -9614490 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -9614620.000000 Penalty: 1089.540649
	Iteration 15Q: 3 clusters Score -9614620 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -9614736.000000 Penalty: 1089.540649
	Iteration 16Q: 3 clusters Score -9614736 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -9614861.000000 Penalty: 1089.540649
	Iteration 17Q: 3 clusters Score -9614861 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -9614941.000000 Penalty: 1089.540649
	Iteration 18Q: 3 clusters Score -9614941 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147347 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -9615030.000000 Penalty: 1089.540649
	Iteration 19Q: 3 clusters Score -9615030 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -9615119.000000 Penalty: 1089.540649
	Iteration 20F: 3 clusters Score -9615119 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148333 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -9615149.000000 Penalty: 1089.540649
	Iteration 21Q: 3 clusters Score -9615149 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -9615140.000000 Penalty: 1089.540649
	Iteration 22Q: 3 clusters Score -9615140 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149200 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -9615185.000000 Penalty: 1089.540649
	Iteration 23Q: 3 clusters Score -9615185 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -9615327.000000 Penalty: 1089.540649
	Iteration 24Q: 3 clusters Score -9615327 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -9615365.000000 Penalty: 1089.540649
	Iteration 25Q: 3 clusters Score -9615365 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150254 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -9615422.000000 Penalty: 1089.540649
	Iteration 26Q: 3 clusters Score -9615422 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -9615508.000000 Penalty: 1089.540649
	Iteration 27Q: 3 clusters Score -9615508 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9615587.000000 Penalty: 1089.540649
	Iteration 28Q: 3 clusters Score -9615587 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151421 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -9615586.000000 Penalty: 1089.540649
	Iteration 29Q: 3 clusters Score -9615586 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151792 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -9615556.000000 Penalty: 1089.540649
	Iteration 30Q: 3 clusters Score -9615556 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -9615589.000000 Penalty: 1089.540649
	Iteration 31Q: 3 clusters Score -9615589 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -9615581.000000 Penalty: 1089.540649
	Iteration 32Q: 3 clusters Score -9615581 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -9615634.000000 Penalty: 1089.540649
	Iteration 33Q: 3 clusters Score -9615634 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -9615610.000000 Penalty: 1089.540649
	Iteration 34Q: 3 clusters Score -9615610 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9615642.000000 Penalty: 1089.540649
	Iteration 35Q: 3 clusters Score -9615642 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -9615654.000000 Penalty: 1089.540649
	Iteration 36Q: 3 clusters Score -9615654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -9615684.000000 Penalty: 1089.540649
	Iteration 37Q: 3 clusters Score -9615684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -9615750.000000 Penalty: 1089.540649
	Iteration 38Q: 3 clusters Score -9615750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154009 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -9615792.000000 Penalty: 1089.540649
	Iteration 39Q: 3 clusters Score -9615792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154179 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -9615818.000000 Penalty: 1089.540649
	Iteration 40F: 3 clusters Score -9615818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9615885.000000 Penalty: 1089.540649
	Iteration 41Q: 3 clusters Score -9615885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -9615969.000000 Penalty: 1089.540649
	Iteration 42Q: 3 clusters Score -9615969 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154617 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9616006.000000 Penalty: 1089.540649
	Iteration 43Q: 3 clusters Score -9616006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9616055.000000 Penalty: 1089.540649
	Iteration 44Q: 3 clusters Score -9616055 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9616062.000000 Penalty: 1089.540649
	Iteration 45Q: 3 clusters Score -9616062 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9616080.000000 Penalty: 1089.540649
	Iteration 46Q: 3 clusters Score -9616080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9616098.000000 Penalty: 1089.540649
	Iteration 47Q: 3 clusters Score -9616098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9616132.000000 Penalty: 1089.540649
	Iteration 48Q: 3 clusters Score -9616132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155302 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -9616140.000000 Penalty: 1089.540649
	Iteration 49Q: 3 clusters Score -9616140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9616164.000000 Penalty: 1089.540649
	Iteration 50Q: 3 clusters Score -9616164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9616189.000000 Penalty: 1089.540649
	Iteration 51Q: 3 clusters Score -9616189 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9616189.000000 Penalty: 1089.540649
	Iteration 52Q: 3 clusters Score -9616189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9616190.000000 Penalty: 1089.540649
	Iteration 53Q: 3 clusters Score -9616190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9616210.000000 Penalty: 1089.540649
	Iteration 54Q: 3 clusters Score -9616210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155783 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -9616223.000000 Penalty: 1089.540649
	Iteration 55Q: 3 clusters Score -9616223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9616215.000000 Penalty: 1089.540649
	Iteration 56Q: 3 clusters Score -9616215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9616241.000000 Penalty: 1089.540649
	Iteration 57Q: 3 clusters Score -9616241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9616253.000000 Penalty: 1089.540649
	Iteration 58Q: 3 clusters Score -9616253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155892 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9616259.000000 Penalty: 1089.540649
	Iteration 59Q: 3 clusters Score -9616259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155910 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9616263.000000 Penalty: 1089.540649
	Iteration 60F: 3 clusters Score -9616263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9616258.000000 Penalty: 1089.540649
	Iteration 61Q: 3 clusters Score -9616258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9616267.000000 Penalty: 1089.540649
	Iteration 62Q: 3 clusters Score -9616267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -9616271.000000 Penalty: 1089.540649
	Iteration 63Q: 3 clusters Score -9616271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9616274.000000 Penalty: 1089.540649
	Iteration 64Q: 3 clusters Score -9616274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156006 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -9616287.000000 Penalty: 1089.540649
	Iteration 65Q: 3 clusters Score -9616287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9616285.000000 Penalty: 1089.540649
	Iteration 66Q: 3 clusters Score -9616285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156034 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9616284.000000 Penalty: 1089.540649
	Iteration 67Q: 3 clusters Score -9616284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9616306.000000 Penalty: 1089.540649
	Iteration 68Q: 3 clusters Score -9616306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9616306.000000 Penalty: 1089.540649
	Iteration 69Q: 3 clusters Score -9616306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9616305.000000 Penalty: 1089.540649
	Iteration 70Q: 3 clusters Score -9616305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156096 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9616303.000000 Penalty: 1089.540649
	Iteration 71Q: 3 clusters Score -9616303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156113 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9616314.000000 Penalty: 1089.540649
	Iteration 72Q: 3 clusters Score -9616314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9616315.000000 Penalty: 1089.540649
	Iteration 73Q: 3 clusters Score -9616315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9616312.000000 Penalty: 1089.540649
	Iteration 74Q: 3 clusters Score -9616312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9616311.000000 Penalty: 1089.540649
	Iteration 75Q: 3 clusters Score -9616311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9616318.000000 Penalty: 1089.540649
	Iteration 76Q: 3 clusters Score -9616318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9616318.000000 Penalty: 1089.540649
	Iteration 77Q: 3 clusters Score -9616318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9616320.000000 Penalty: 1089.540649
	Iteration 78Q: 3 clusters Score -9616320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9616324.000000 Penalty: 1089.540649
	Iteration 79Q: 3 clusters Score -9616324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9616323.000000 Penalty: 1089.540649
	Iteration 80F: 3 clusters Score -9616323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 39032 members 
Mstep: Class 19 contains 156159 members 
Mstep: Class 20 contains 5996 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 544 members 
Mstep: Class 23 contains 3736 members 
Mstep: Class 24 contains 2256 members 
Entering Unmasked Estep 
Score: -53170604.000000 Penalty: 14969.172852
Splitting cluster 19 changes total score from -53127568.000000 to -53170604.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -352582.062500 Penalty: 395.797577
	Iteration 0F: 2 clusters Score -352582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -348871.062500 Penalty: 791.595154
	Iteration 0F: 3 clusters Score -348871.1 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -353508.937500 Penalty: 791.595154
	Iteration 1F: 3 clusters Score -353508.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -355248.468750 Penalty: 791.595154
	Iteration 2F: 3 clusters Score -355248.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -356284.000000 Penalty: 791.595154
	Iteration 3F: 3 clusters Score -356284 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -357075.093750 Penalty: 791.595154
	Iteration 4F: 3 clusters Score -357075.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -357192.562500 Penalty: 791.595154
	Iteration 5Q: 3 clusters Score -357192.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -357234.125000 Penalty: 791.595154
	Iteration 6Q: 3 clusters Score -357234.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -357243.343750 Penalty: 791.595154
	Iteration 7Q: 3 clusters Score -357243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -357246.312500 Penalty: 791.595154
	Iteration 8Q: 3 clusters Score -357246.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -357252.187500 Penalty: 791.595154
	Iteration 9Q: 3 clusters Score -357252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -357247.687500 Penalty: 791.595154
	Iteration 10Q: 3 clusters Score -357247.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -357257.000000 Penalty: 791.595154
	Iteration 11Q: 3 clusters Score -357257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -357259.281250 Penalty: 791.595154
	Iteration 12Q: 3 clusters Score -357259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -357257.531250 Penalty: 791.595154
	Iteration 13Q: 3 clusters Score -357257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -357254.500000 Penalty: 791.595154
	Iteration 14Q: 3 clusters Score -357254.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -357258.656250 Penalty: 791.595154
	Iteration 15Q: 3 clusters Score -357258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -357247.125000 Penalty: 791.595154
	Iteration 16Q: 3 clusters Score -357247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -357258.812500 Penalty: 791.595154
	Iteration 17Q: 3 clusters Score -357258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -357260.500000 Penalty: 791.595154
	Iteration 18Q: 3 clusters Score -357260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -357261.093750 Penalty: 791.595154
	Iteration 19Q: 3 clusters Score -357261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -357251.687500 Penalty: 791.595154
	Iteration 20F: 3 clusters Score -357251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -357260.937500 Penalty: 791.595154
	Iteration 21Q: 3 clusters Score -357260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -357256.781250 Penalty: 791.595154
	Iteration 22Q: 3 clusters Score -357256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -357256.750000 Penalty: 791.595154
	Iteration 23Q: 3 clusters Score -357256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -357256.906250 Penalty: 791.595154
	Iteration 24Q: 3 clusters Score -357256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -357264.000000 Penalty: 791.595154
	Iteration 25Q: 3 clusters Score -357264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -357263.218750 Penalty: 791.595154
	Iteration 26Q: 3 clusters Score -357263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -357264.687500 Penalty: 791.595154
	Iteration 27Q: 3 clusters Score -357264.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -357250.531250 Penalty: 791.595154
	Iteration 28Q: 3 clusters Score -357250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -357264.343750 Penalty: 791.595154
	Iteration 29Q: 3 clusters Score -357264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -357264.093750 Penalty: 791.595154
	Iteration 30Q: 3 clusters Score -357264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -357260.468750 Penalty: 791.595154
	Iteration 31Q: 3 clusters Score -357260.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -357263.156250 Penalty: 791.595154
	Iteration 32Q: 3 clusters Score -357263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -357261.843750 Penalty: 791.595154
	Iteration 33Q: 3 clusters Score -357261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -357266.687500 Penalty: 791.595154
	Iteration 34Q: 3 clusters Score -357266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -357261.125000 Penalty: 791.595154
	Iteration 35Q: 3 clusters Score -357261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -357265.437500 Penalty: 791.595154
	Iteration 36Q: 3 clusters Score -357265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -357265.218750 Penalty: 791.595154
	Iteration 37Q: 3 clusters Score -357265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -357257.562500 Penalty: 791.595154
	Iteration 38Q: 3 clusters Score -357257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -357261.937500 Penalty: 791.595154
	Iteration 39Q: 3 clusters Score -357261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -357266.843750 Penalty: 791.595154
	Iteration 40F: 3 clusters Score -357266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -357264.843750 Penalty: 791.595154
	Iteration 41Q: 3 clusters Score -357264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -357263.593750 Penalty: 791.595154
	Iteration 42Q: 3 clusters Score -357263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -357267.906250 Penalty: 791.595154
	Iteration 43Q: 3 clusters Score -357267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -357264.093750 Penalty: 791.595154
	Iteration 44Q: 3 clusters Score -357264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -357265.562500 Penalty: 791.595154
	Iteration 45Q: 3 clusters Score -357265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -357260.593750 Penalty: 791.595154
	Iteration 46Q: 3 clusters Score -357260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -357264.343750 Penalty: 791.595154
	Iteration 47Q: 3 clusters Score -357264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -357264.125000 Penalty: 791.595154
	Iteration 48Q: 3 clusters Score -357264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -357268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -357263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -357266.6 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -357265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -357254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -357265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -357262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -357258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -357263.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -357265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -357257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -357266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -357265.9 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -357258.8 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -357265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -357263.7 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -357267.5 nChanged 4
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -357262.7 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -357264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -357264.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -357262.7 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -357264.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -357259.6 nChanged 5
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -357260 nChanged 2
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -357265.7 nChanged 5
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -357268.2 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -357267.6 nChanged 5
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -357262.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -357246.7 nChanged 4
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -357259.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -357259.8 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -357264.2 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -357263.8 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -357265.8 nChanged 4
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -357264.7 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -357263.7 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -357262.8 nChanged 4
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -357260.9 nChanged 4
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	Iteration 87Q: 3 clusters Score -357267.8 nChanged 2
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -357251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -357262.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -357261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -357268.6 nChanged 4
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -357265.1 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -357263 nChanged 5
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -357264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -357258.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -357254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -357261.6 nChanged 6
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -357262.4 nChanged 10
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -357262.9 nChanged 6
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -357267.8 nChanged 4
Entering Unmasked Mstep 
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	Iteration 101Q: 3 clusters Score -357259.5 nChanged 9
Entering Unmasked Mstep 
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	Iteration 102Q: 3 clusters Score -357263.2 nChanged 6
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -357255.1 nChanged 9
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -357266 nChanged 6
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -357263.2 nChanged 3
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	Iteration 106Q: 3 clusters Score -357262.8 nChanged 3
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	Iteration 107Q: 3 clusters Score -357261.2 nChanged 3
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	Iteration 108Q: 3 clusters Score -357265.8 nChanged 9
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	Iteration 109Q: 3 clusters Score -357261.7 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -357250.8 nChanged 3
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	Iteration 111Q: 3 clusters Score -357264.2 nChanged 5
Entering Unmasked Mstep 
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	Iteration 112Q: 3 clusters Score -357264.9 nChanged 2
Entering Unmasked Mstep 
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	Iteration 113Q: 3 clusters Score -357263.8 nChanged 4
Entering Unmasked Mstep 
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	Iteration 114Q: 3 clusters Score -357263.4 nChanged 5
Entering Unmasked Mstep 
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	Iteration 115Q: 3 clusters Score -357261.8 nChanged 3
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	Iteration 116Q: 3 clusters Score -357256.9 nChanged 5
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	Iteration 117Q: 3 clusters Score -357264.2 nChanged 3
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	Iteration 118Q: 3 clusters Score -357264.9 nChanged 6
Entering Unmasked Mstep 
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	Iteration 119Q: 3 clusters Score -357263.1 nChanged 10
Entering Unmasked Mstep 
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	Iteration 120F: 3 clusters Score -357266.5 nChanged 8
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -357252.1 nChanged 8
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	Iteration 122Q: 3 clusters Score -357261.6 nChanged 8
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	Iteration 123Q: 3 clusters Score -357264.2 nChanged 7
Entering Unmasked Mstep 
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	Iteration 124Q: 3 clusters Score -357260.6 nChanged 5
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	Iteration 125Q: 3 clusters Score -357265.2 nChanged 8
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	Iteration 126Q: 3 clusters Score -357262.9 nChanged 8
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	Iteration 127Q: 3 clusters Score -357266.5 nChanged 3
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	Iteration 128Q: 3 clusters Score -357261.1 nChanged 3
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	Iteration 129Q: 3 clusters Score -357268.3 nChanged 4
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	Iteration 130Q: 3 clusters Score -357264.4 nChanged 6
Entering Unmasked Mstep 
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	Iteration 131Q: 3 clusters Score -357258.7 nChanged 5
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	Iteration 132Q: 3 clusters Score -357260.4 nChanged 6
Entering Unmasked Mstep 
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	Iteration 133Q: 3 clusters Score -357251.9 nChanged 11
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	Iteration 134Q: 3 clusters Score -357267.9 nChanged 5
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	Iteration 135Q: 3 clusters Score -357265.5 nChanged 3
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	Iteration 136Q: 3 clusters Score -357260.8 nChanged 5
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	Iteration 137Q: 3 clusters Score -357261.1 nChanged 6
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	Iteration 138Q: 3 clusters Score -357265 nChanged 4
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	Iteration 139Q: 3 clusters Score -357264.7 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -357261.8 nChanged 6
Entering Unmasked Mstep 
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	Iteration 429Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 440F: 3 clusters Score -357266.8 nChanged 5
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	Iteration 458Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 459Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 460F: 3 clusters Score -357266.8 nChanged 5
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	Iteration 461Q: 3 clusters Score -357267.7 nChanged 3
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	Iteration 462Q: 3 clusters Score -357265.6 nChanged 1
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	Iteration 463Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 464Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 465Q: 3 clusters Score -357266.8 nChanged 5
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	Iteration 466Q: 3 clusters Score -357267.7 nChanged 3
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	Iteration 467Q: 3 clusters Score -357265.6 nChanged 1
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	Iteration 468Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 469Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 470Q: 3 clusters Score -357266.8 nChanged 5
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	Iteration 471Q: 3 clusters Score -357267.7 nChanged 3
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	Iteration 472Q: 3 clusters Score -357265.6 nChanged 1
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	Iteration 473Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 474Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 476Q: 3 clusters Score -357267.7 nChanged 3
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	Iteration 477Q: 3 clusters Score -357265.6 nChanged 1
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	Iteration 478Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 479Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 480F: 3 clusters Score -357266.8 nChanged 5
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	Iteration 481Q: 3 clusters Score -357267.7 nChanged 3
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	Iteration 482Q: 3 clusters Score -357265.6 nChanged 1
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	Iteration 483Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 484Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 487Q: 3 clusters Score -357265.6 nChanged 1
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	Iteration 488Q: 3 clusters Score -357265.6 nChanged 2
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	Iteration 489Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 499Q: 3 clusters Score -357265.9 nChanged 3
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	Iteration 500F: 3 clusters Score -357266.8 nChanged 5
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 102477 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 86663 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 84969 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 88433 members 
Mstep: Class 13 contains 166876 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 39032 members 
Mstep: Class 19 contains 156159 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 544 members 
Mstep: Class 23 contains 3736 members 
Mstep: Class 24 contains 2256 members 
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Entering Unmasked Estep 
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Splitting cluster 20 changes total score from -53127568.000000 to -53175348.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
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Mstep: Class 15 contains 89938 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 39032 members 
Mstep: Class 19 contains 156159 members 
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Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 26 clusters Score -5.318212e+07 nChanged 23752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 102258 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 86557 members 
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Mstep: Class 10 contains 2652 members 
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Mstep: Class 13 contains 163306 members 
Mstep: Class 14 contains 4530 members 
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Mstep: Class 16 contains 733 members 
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Mstep: Class 19 contains 156092 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 3625 members 
Mstep: Class 24 contains 2254 members 
Mstep: Class 25 contains 4301 members 
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Iteration 40F: 26 clusters Score -5.31919e+07 nChanged 25221
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
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Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 85620 members 
Mstep: Class 5 contains 10890 members 
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Mstep: Class 7 contains 40558 members 
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Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 86177 members 
Mstep: Class 13 contains 165277 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 86373 members 
Mstep: Class 16 contains 749 members 
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Mstep: Class 18 contains 42692 members 
Mstep: Class 19 contains 153061 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 641 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53195872.000000 Penalty: 15592.887695
Iteration 41Q: 26 clusters Score -5.319587e+07 nChanged 23899
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 102322 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 84916 members 
Mstep: Class 5 contains 11818 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 43698 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 84134 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 85283 members 
Mstep: Class 13 contains 164805 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 85028 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 4517 members 
Mstep: Class 18 contains 44755 members 
Mstep: Class 19 contains 149829 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 5089 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53200440.000000 Penalty: 15592.887695
Iteration 42Q: 26 clusters Score -5.320044e+07 nChanged 23282
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 103033 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 84314 members 
Mstep: Class 5 contains 12631 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 46901 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 83920 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 84570 members 
Mstep: Class 13 contains 163868 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 84007 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 146138 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 2254 members 
Mstep: Class 25 contains 4318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53204412.000000 Penalty: 15592.887695
Iteration 43Q: 26 clusters Score -5.320441e+07 nChanged 22371
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103842 members 
Mstep: Class 3 contains 8171 members 
Mstep: Class 4 contains 83852 members 
Mstep: Class 5 contains 13355 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 50107 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 83631 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 83974 members 
Mstep: Class 13 contains 162794 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 83307 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 4567 members 
Mstep: Class 18 contains 48720 members 
Mstep: Class 19 contains 142274 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 644 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53208468.000000 Penalty: 15592.887695
Iteration 44Q: 26 clusters Score -5.320847e+07 nChanged 21822
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 7943 members 
Mstep: Class 4 contains 83392 members 
Mstep: Class 5 contains 13918 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 53448 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 83312 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 83235 members 
Mstep: Class 13 contains 162120 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 82658 members 
Mstep: Class 16 contains 782 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 50540 members 
Mstep: Class 19 contains 138485 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 6442 members 
Mstep: Class 24 contains 2176 members 
Mstep: Class 25 contains 4321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53212060.000000 Penalty: 15592.887695
Iteration 45Q: 26 clusters Score -5.321206e+07 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 105447 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 83187 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 56897 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 82968 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 82461 members 
Mstep: Class 13 contains 161492 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 788 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 52431 members 
Mstep: Class 19 contains 134276 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 6773 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53215660.000000 Penalty: 15592.887695
Iteration 46Q: 26 clusters Score -5.321566e+07 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 106273 members 
Mstep: Class 3 contains 7422 members 
Mstep: Class 4 contains 83180 members 
Mstep: Class 5 contains 14587 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 60616 members 
Mstep: Class 8 contains 1446 members 
Mstep: Class 9 contains 82685 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 81681 members 
Mstep: Class 13 contains 160788 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 82147 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 54314 members 
Mstep: Class 19 contains 129592 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53219216.000000 Penalty: 15592.887695
Iteration 47Q: 26 clusters Score -5.321922e+07 nChanged 19908
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 106975 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 83235 members 
Mstep: Class 5 contains 14759 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 64480 members 
Mstep: Class 8 contains 1438 members 
Mstep: Class 9 contains 82447 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 80899 members 
Mstep: Class 13 contains 160048 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 82190 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 56113 members 
Mstep: Class 19 contains 124874 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 7333 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53223100.000000 Penalty: 15592.887695
Iteration 48Q: 26 clusters Score -5.32231e+07 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 107501 members 
Mstep: Class 3 contains 6858 members 
Mstep: Class 4 contains 83432 members 
Mstep: Class 5 contains 14873 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 68415 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 82222 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 79982 members 
Mstep: Class 13 contains 159627 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 82286 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 57937 members 
Mstep: Class 19 contains 119978 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 7570 members 
Mstep: Class 24 contains 1578 members 
Mstep: Class 25 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53225152.000000 Penalty: 15592.887695
Iteration 49Q: 26 clusters Score -5.322515e+07 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 107786 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 83683 members 
Mstep: Class 5 contains 14919 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 72372 members 
Mstep: Class 8 contains 1412 members 
Mstep: Class 9 contains 82111 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 79178 members 
Mstep: Class 13 contains 159184 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 82416 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 4597 members 
Mstep: Class 18 contains 59769 members 
Mstep: Class 19 contains 115112 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 1372 members 
Mstep: Class 25 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53227416.000000 Penalty: 15592.887695
Iteration 50Q: 26 clusters Score -5.322742e+07 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 107879 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 4 contains 83942 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 76555 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 81947 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 78390 members 
Mstep: Class 13 contains 158697 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 82543 members 
Mstep: Class 16 contains 789 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 61586 members 
Mstep: Class 19 contains 110371 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 8014 members 
Mstep: Class 24 contains 1207 members 
Mstep: Class 25 contains 4316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53230272.000000 Penalty: 15592.887695
Iteration 51Q: 26 clusters Score -5.323027e+07 nChanged 17810
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 107806 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 84305 members 
Mstep: Class 5 contains 14704 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 80539 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 81884 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 77497 members 
Mstep: Class 13 contains 158362 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 82789 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 63294 members 
Mstep: Class 19 contains 105879 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 8200 members 
Mstep: Class 24 contains 1069 members 
Mstep: Class 25 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53233072.000000 Penalty: 15592.887695
Iteration 52Q: 26 clusters Score -5.323307e+07 nChanged 17421
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 107623 members 
Mstep: Class 3 contains 5615 members 
Mstep: Class 4 contains 84940 members 
Mstep: Class 5 contains 14529 members 
Mstep: Class 6 contains 373 members 
Mstep: Class 7 contains 83609 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 81953 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 76608 members 
Mstep: Class 13 contains 157993 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 83202 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 65130 members 
Mstep: Class 19 contains 101718 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 8361 members 
Mstep: Class 24 contains 958 members 
Mstep: Class 25 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53234960.000000 Penalty: 15592.887695
Iteration 53Q: 26 clusters Score -5.323496e+07 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 107151 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 85681 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 374 members 
Mstep: Class 7 contains 85977 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 82182 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 75925 members 
Mstep: Class 13 contains 157513 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 83734 members 
Mstep: Class 16 contains 779 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 66976 members 
Mstep: Class 19 contains 97942 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 896 members 
Mstep: Class 25 contains 4316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53235944.000000 Penalty: 15592.887695
Iteration 54Q: 26 clusters Score -5.323594e+07 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 106489 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 86547 members 
Mstep: Class 5 contains 14328 members 
Mstep: Class 6 contains 375 members 
Mstep: Class 7 contains 87633 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 82575 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 75195 members 
Mstep: Class 13 contains 157156 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 84433 members 
Mstep: Class 16 contains 778 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 68858 members 
Mstep: Class 19 contains 94469 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 835 members 
Mstep: Class 25 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53237292.000000 Penalty: 15592.887695
Iteration 55Q: 26 clusters Score -5.323729e+07 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 105641 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 87514 members 
Mstep: Class 5 contains 14226 members 
Mstep: Class 6 contains 377 members 
Mstep: Class 7 contains 88997 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 82951 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 74473 members 
Mstep: Class 13 contains 156773 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 85211 members 
Mstep: Class 16 contains 778 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 18 contains 70708 members 
Mstep: Class 19 contains 91355 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 8632 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53238348.000000 Penalty: 15592.887695
Iteration 56Q: 26 clusters Score -5.323835e+07 nChanged 15639
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 104823 members 
Mstep: Class 3 contains 4815 members 
Mstep: Class 4 contains 88540 members 
Mstep: Class 5 contains 14201 members 
Mstep: Class 6 contains 377 members 
Mstep: Class 7 contains 89930 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 83255 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 73822 members 
Mstep: Class 13 contains 156391 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 85962 members 
Mstep: Class 16 contains 780 members 
Mstep: Class 17 contains 4626 members 
Mstep: Class 18 contains 72554 members 
Mstep: Class 19 contains 88492 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 8669 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53238968.000000 Penalty: 15592.887695
Iteration 57Q: 26 clusters Score -5.323897e+07 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 103926 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 89531 members 
Mstep: Class 5 contains 14145 members 
Mstep: Class 6 contains 379 members 
Mstep: Class 7 contains 90554 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 83564 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 73175 members 
Mstep: Class 13 contains 156061 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 86735 members 
Mstep: Class 16 contains 779 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 74384 members 
Mstep: Class 19 contains 86001 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 8682 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53238992.000000 Penalty: 15592.887695
Iteration 58Q: 26 clusters Score -5.323899e+07 nChanged 14468
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 90491 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 91107 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 83784 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 72564 members 
Mstep: Class 13 contains 155878 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 87423 members 
Mstep: Class 16 contains 778 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 76052 members 
Mstep: Class 19 contains 83951 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53239300.000000 Penalty: 15592.887695
Iteration 59Q: 26 clusters Score -5.32393e+07 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 101886 members 
Mstep: Class 3 contains 4603 members 
Mstep: Class 4 contains 91400 members 
Mstep: Class 5 contains 14005 members 
Mstep: Class 6 contains 384 members 
Mstep: Class 7 contains 91523 members 
Mstep: Class 8 contains 1344 members 
Mstep: Class 9 contains 83964 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 71897 members 
Mstep: Class 13 contains 155685 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 88186 members 
Mstep: Class 16 contains 780 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 77607 members 
Mstep: Class 19 contains 82168 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 632 members 
Mstep: Class 23 contains 8569 members 
Mstep: Class 24 contains 678 members 
Mstep: Class 25 contains 4302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240532.000000 Penalty: 15592.887695
Iteration 60F: 26 clusters Score -5.324053e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 100862 members 
Mstep: Class 3 contains 4613 members 
Mstep: Class 4 contains 92233 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 91962 members 
Mstep: Class 8 contains 1326 members 
Mstep: Class 9 contains 84116 members 
Mstep: Class 10 contains 2824 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 71067 members 
Mstep: Class 13 contains 155417 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 88555 members 
Mstep: Class 16 contains 777 members 
Mstep: Class 17 contains 4635 members 
Mstep: Class 18 contains 79510 members 
Mstep: Class 19 contains 80446 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 8469 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 4304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240940.000000 Penalty: 15592.887695
Iteration 61Q: 26 clusters Score -5.324094e+07 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 99900 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 92874 members 
Mstep: Class 5 contains 14537 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 84158 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 70193 members 
Mstep: Class 13 contains 155094 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 88715 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 81780 members 
Mstep: Class 19 contains 78994 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 8344 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240256.000000 Penalty: 15592.887695
Iteration 62Q: 26 clusters Score -5.324026e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 98985 members 
Mstep: Class 3 contains 4662 members 
Mstep: Class 4 contains 93383 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 92502 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 84089 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 69385 members 
Mstep: Class 13 contains 154536 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 88720 members 
Mstep: Class 16 contains 775 members 
Mstep: Class 17 contains 4648 members 
Mstep: Class 18 contains 84383 members 
Mstep: Class 19 contains 77695 members 
Mstep: Class 20 contains 1625 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 622 members 
Mstep: Class 23 contains 8193 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 4301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53239376.000000 Penalty: 15592.887695
Iteration 63Q: 26 clusters Score -5.323938e+07 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 98058 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 93698 members 
Mstep: Class 5 contains 15357 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 92566 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 84129 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 68610 members 
Mstep: Class 13 contains 154118 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 88559 members 
Mstep: Class 16 contains 782 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 87124 members 
Mstep: Class 19 contains 76470 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 1389 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53238640.000000 Penalty: 15592.887695
Iteration 64Q: 26 clusters Score -5.323864e+07 nChanged 15923
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 97140 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 93939 members 
Mstep: Class 5 contains 15781 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 7 contains 92634 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 84155 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 67905 members 
Mstep: Class 13 contains 153816 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 88332 members 
Mstep: Class 16 contains 775 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 89718 members 
Mstep: Class 19 contains 75380 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 609 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 738 members 
Mstep: Class 25 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53237340.000000 Penalty: 15592.887695
Iteration 65Q: 26 clusters Score -5.323734e+07 nChanged 15518
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 96232 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 94175 members 
Mstep: Class 5 contains 16326 members 
Mstep: Class 6 contains 405 members 
Mstep: Class 7 contains 92629 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 84217 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 67280 members 
Mstep: Class 13 contains 153369 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 88239 members 
Mstep: Class 16 contains 776 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 91998 members 
Mstep: Class 19 contains 74396 members 
Mstep: Class 20 contains 1618 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 607 members 
Mstep: Class 23 contains 7732 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53235632.000000 Penalty: 15592.887695
Iteration 66Q: 26 clusters Score -5.323563e+07 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 95383 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 94571 members 
Mstep: Class 5 contains 16968 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 92597 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 84178 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66821 members 
Mstep: Class 13 contains 152745 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 88194 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 94062 members 
Mstep: Class 19 contains 73370 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 7619 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53234432.000000 Penalty: 15592.887695
Iteration 67Q: 26 clusters Score -5.323443e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 94668 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 95133 members 
Mstep: Class 5 contains 17717 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 7 contains 92589 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 84247 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66458 members 
Mstep: Class 13 contains 151867 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 88174 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 95605 members 
Mstep: Class 19 contains 72431 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 7517 members 
Mstep: Class 24 contains 808 members 
Mstep: Class 25 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53233396.000000 Penalty: 15592.887695
Iteration 68Q: 26 clusters Score -5.32334e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 94099 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 95935 members 
Mstep: Class 5 contains 18490 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 92586 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 84299 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66204 members 
Mstep: Class 13 contains 150776 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 88193 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 96701 members 
Mstep: Class 19 contains 71572 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 7453 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53232704.000000 Penalty: 15592.887695
Iteration 69Q: 26 clusters Score -5.32327e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 93676 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 97062 members 
Mstep: Class 5 contains 19279 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 92531 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 84364 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66097 members 
Mstep: Class 13 contains 149489 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 88306 members 
Mstep: Class 16 contains 775 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 97248 members 
Mstep: Class 19 contains 70781 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 7412 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53231412.000000 Penalty: 15592.887695
Iteration 70Q: 26 clusters Score -5.323141e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 93382 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 98528 members 
Mstep: Class 5 contains 20116 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 92454 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 84397 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66048 members 
Mstep: Class 13 contains 147936 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 88449 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 4756 members 
Mstep: Class 18 contains 97467 members 
Mstep: Class 19 contains 69999 members 
Mstep: Class 20 contains 1609 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 7383 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53231088.000000 Penalty: 15592.887695
Iteration 71Q: 26 clusters Score -5.323109e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 93179 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 100088 members 
Mstep: Class 5 contains 20964 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 92461 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 84454 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66009 members 
Mstep: Class 13 contains 146295 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 88553 members 
Mstep: Class 16 contains 772 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 97470 members 
Mstep: Class 19 contains 69286 members 
Mstep: Class 20 contains 1611 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 7352 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53230992.000000 Penalty: 15592.887695
Iteration 72Q: 26 clusters Score -5.323099e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 93013 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 101840 members 
Mstep: Class 5 contains 21768 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 92445 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 84565 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66095 members 
Mstep: Class 13 contains 144604 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 88521 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 97252 members 
Mstep: Class 19 contains 68650 members 
Mstep: Class 20 contains 1614 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 7305 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53231620.000000 Penalty: 15592.887695
Iteration 73Q: 26 clusters Score -5.323162e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 92866 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 103756 members 
Mstep: Class 5 contains 22563 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 92384 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 84593 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66156 members 
Mstep: Class 13 contains 142903 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 88482 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 96986 members 
Mstep: Class 19 contains 68036 members 
Mstep: Class 20 contains 1616 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 4302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53231704.000000 Penalty: 15592.887695
Iteration 74Q: 26 clusters Score -5.32317e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 92823 members 
Mstep: Class 3 contains 5203 members 
Mstep: Class 4 contains 105877 members 
Mstep: Class 5 contains 23247 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 92378 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 84548 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66176 members 
Mstep: Class 13 contains 141160 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 88401 members 
Mstep: Class 16 contains 772 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 96622 members 
Mstep: Class 19 contains 67485 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 604 members 
Mstep: Class 23 contains 7204 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 4302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53232400.000000 Penalty: 15592.887695
Iteration 75Q: 26 clusters Score -5.32324e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 92797 members 
Mstep: Class 3 contains 5211 members 
Mstep: Class 4 contains 108145 members 
Mstep: Class 5 contains 23909 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 92379 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 84421 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66169 members 
Mstep: Class 13 contains 139311 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 88237 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 4847 members 
Mstep: Class 18 contains 96333 members 
Mstep: Class 19 contains 67071 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 830 members 
Mstep: Class 25 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53232620.000000 Penalty: 15592.887695
Iteration 76Q: 26 clusters Score -5.323262e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 92834 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 110450 members 
Mstep: Class 5 contains 24530 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 92343 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 84331 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66119 members 
Mstep: Class 13 contains 137396 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 88055 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 96059 members 
Mstep: Class 19 contains 66708 members 
Mstep: Class 20 contains 1621 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 7045 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53233104.000000 Penalty: 15592.887695
Iteration 77Q: 26 clusters Score -5.32331e+07 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 92870 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 112706 members 
Mstep: Class 5 contains 25103 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 92298 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 84275 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66064 members 
Mstep: Class 13 contains 135378 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87859 members 
Mstep: Class 16 contains 767 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 95909 members 
Mstep: Class 19 contains 66409 members 
Mstep: Class 20 contains 1620 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6978 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 4299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53233364.000000 Penalty: 15592.887695
Iteration 78Q: 26 clusters Score -5.323336e+07 nChanged 9085
Entering ConstructFrom: 
Score: -53233364.000000 Penalty: 15592.887695
Entering ConstructFrom: 
Trying to split cluster 1 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -54765.539062 Penalty: 325.499451
	Iteration 0F: 2 clusters Score -54765.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -53895.085938 Penalty: 650.998901
	Iteration 0F: 3 clusters Score -53895.09 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -55744.253906 Penalty: 650.998901
	Iteration 1F: 3 clusters Score -55744.25 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -56803.781250 Penalty: 650.998901
	Iteration 2F: 3 clusters Score -56803.78 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -57397.648438 Penalty: 650.998901
	Iteration 3F: 3 clusters Score -57397.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -57625.058594 Penalty: 650.998901
	Iteration 4Q: 3 clusters Score -57625.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -57894.554688 Penalty: 650.998901
	Iteration 5Q: 3 clusters Score -57894.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58162.003906 Penalty: 650.998901
	Iteration 6Q: 3 clusters Score -58162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -58245.796875 Penalty: 650.998901
	Iteration 7Q: 3 clusters Score -58245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -58272.738281 Penalty: 650.998901
	Iteration 8Q: 3 clusters Score -58272.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -58289.027344 Penalty: 650.998901
	Iteration 9Q: 3 clusters Score -58289.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -58292.570312 Penalty: 650.998901
	Iteration 10Q: 3 clusters Score -58292.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -58293.308594 Penalty: 650.998901
	Iteration 11Q: 3 clusters Score -58293.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -58296.101562 Penalty: 650.998901
	Iteration 12Q: 3 clusters Score -58296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -58296.101562 Penalty: 650.998901
	Iteration 13F: 3 clusters Score -58296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92879 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 92205 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 133096 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Entering Unmasked Estep 
Score: -53236000.000000 Penalty: 16216.603516
Splitting cluster 1 changes total score from -53233364.000000 to -53236000.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (92879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Entering Unmasked Estep 
Score: -5721814.500000 Penalty: 520.476868
	Iteration 0F: 2 clusters Score -5721814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5659854.000000 Penalty: 1040.953735
	Iteration 0F: 3 clusters Score -5659854 nChanged 45561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -5689097.000000 Penalty: 1040.953735
	Iteration 1F: 3 clusters Score -5689097 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5693387.500000 Penalty: 1040.953735
	Iteration 2F: 3 clusters Score -5693388 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5701065.500000 Penalty: 1040.953735
	Iteration 3F: 3 clusters Score -5701066 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -5711116.000000 Penalty: 1040.953735
	Iteration 4F: 3 clusters Score -5711116 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5718282.000000 Penalty: 1040.953735
	Iteration 5F: 3 clusters Score -5718282 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5721051.000000 Penalty: 1040.953735
	Iteration 6Q: 3 clusters Score -5721051 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5721936.500000 Penalty: 1040.953735
	Iteration 7Q: 3 clusters Score -5721936 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5722139.000000 Penalty: 1040.953735
	Iteration 8Q: 3 clusters Score -5722139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5722194.500000 Penalty: 1040.953735
	Iteration 9Q: 3 clusters Score -5722194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5722201.500000 Penalty: 1040.953735
	Iteration 10Q: 3 clusters Score -5722202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5722202.000000 Penalty: 1040.953735
	Iteration 11Q: 3 clusters Score -5722202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5722207.000000 Penalty: 1040.953735
	Iteration 12Q: 3 clusters Score -5722207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5722205.500000 Penalty: 1040.953735
	Iteration 13Q: 3 clusters Score -5722206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5722198.500000 Penalty: 1040.953735
	Iteration 14Q: 3 clusters Score -5722198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5722196.500000 Penalty: 1040.953735
	Iteration 15Q: 3 clusters Score -5722196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5722201.000000 Penalty: 1040.953735
	Iteration 16Q: 3 clusters Score -5722201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5722194.500000 Penalty: 1040.953735
	Iteration 17Q: 3 clusters Score -5722194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5722197.500000 Penalty: 1040.953735
	Iteration 18Q: 3 clusters Score -5722198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5722197.000000 Penalty: 1040.953735
	Iteration 19Q: 3 clusters Score -5722197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5722198.500000 Penalty: 1040.953735
	Iteration 20F: 3 clusters Score -5722198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5722197.500000 Penalty: 1040.953735
	Iteration 21Q: 3 clusters Score -5722198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5722192.500000 Penalty: 1040.953735
	Iteration 22Q: 3 clusters Score -5722192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5722191.500000 Penalty: 1040.953735
	Iteration 23Q: 3 clusters Score -5722192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5722189.000000 Penalty: 1040.953735
	Iteration 24Q: 3 clusters Score -5722189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5722193.000000 Penalty: 1040.953735
	Iteration 25Q: 3 clusters Score -5722193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5722186.500000 Penalty: 1040.953735
	Iteration 26Q: 3 clusters Score -5722186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5722182.000000 Penalty: 1040.953735
	Iteration 27Q: 3 clusters Score -5722182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5722178.500000 Penalty: 1040.953735
	Iteration 28Q: 3 clusters Score -5722178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5722180.500000 Penalty: 1040.953735
	Iteration 29Q: 3 clusters Score -5722180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5722176.500000 Penalty: 1040.953735
	Iteration 30Q: 3 clusters Score -5722176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5722179.500000 Penalty: 1040.953735
	Iteration 31Q: 3 clusters Score -5722180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5722178.000000 Penalty: 1040.953735
	Iteration 32Q: 3 clusters Score -5722178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5722179.000000 Penalty: 1040.953735
	Iteration 33Q: 3 clusters Score -5722179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5722180.500000 Penalty: 1040.953735
	Iteration 34Q: 3 clusters Score -5722180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5722180.500000 Penalty: 1040.953735
	Iteration 35F: 3 clusters Score -5722180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 92205 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 133096 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Entering Unmasked Estep 
Score: -53236220.000000 Penalty: 16840.318359
Splitting cluster 2 changes total score from -53233364.000000 to -53236220.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -336069.406250 Penalty: 389.769562
	Iteration 0F: 2 clusters Score -336069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -332484.562500 Penalty: 779.539124
	Iteration 0F: 3 clusters Score -332484.6 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -333855.125000 Penalty: 779.539124
	Iteration 1F: 3 clusters Score -333855.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -333970.468750 Penalty: 779.539124
	Iteration 2F: 3 clusters Score -333970.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -334104.312500 Penalty: 779.539124
	Iteration 3Q: 3 clusters Score -334104.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -334284.031250 Penalty: 779.539124
	Iteration 4F: 3 clusters Score -334284 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -334553.312500 Penalty: 779.539124
	Iteration 5F: 3 clusters Score -334553.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -334832.750000 Penalty: 779.539124
	Iteration 6F: 3 clusters Score -334832.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -335007.531250 Penalty: 779.539124
	Iteration 7F: 3 clusters Score -335007.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -335061.625000 Penalty: 779.539124
	Iteration 8Q: 3 clusters Score -335061.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -335084.531250 Penalty: 779.539124
	Iteration 9Q: 3 clusters Score -335084.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -335099.375000 Penalty: 779.539124
	Iteration 10Q: 3 clusters Score -335099.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -335111.156250 Penalty: 779.539124
	Iteration 11Q: 3 clusters Score -335111.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -335120.187500 Penalty: 779.539124
	Iteration 12Q: 3 clusters Score -335120.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -335132.843750 Penalty: 779.539124
	Iteration 13Q: 3 clusters Score -335132.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -335153.031250 Penalty: 779.539124
	Iteration 14Q: 3 clusters Score -335153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -335171.437500 Penalty: 779.539124
	Iteration 15Q: 3 clusters Score -335171.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -335182.437500 Penalty: 779.539124
	Iteration 16Q: 3 clusters Score -335182.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -335187.937500 Penalty: 779.539124
	Iteration 17Q: 3 clusters Score -335187.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -335190.968750 Penalty: 779.539124
	Iteration 18Q: 3 clusters Score -335191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -335192.625000 Penalty: 779.539124
	Iteration 19Q: 3 clusters Score -335192.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -335195.500000 Penalty: 779.539124
	Iteration 20F: 3 clusters Score -335195.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -335197.593750 Penalty: 779.539124
	Iteration 21Q: 3 clusters Score -335197.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -335198.531250 Penalty: 779.539124
	Iteration 22Q: 3 clusters Score -335198.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -335200.500000 Penalty: 779.539124
	Iteration 23Q: 3 clusters Score -335200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -335201.437500 Penalty: 779.539124
	Iteration 24Q: 3 clusters Score -335201.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -335203.093750 Penalty: 779.539124
	Iteration 25Q: 3 clusters Score -335203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -335203.687500 Penalty: 779.539124
	Iteration 26Q: 3 clusters Score -335203.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -335203.656250 Penalty: 779.539124
	Iteration 27Q: 3 clusters Score -335203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -335204.187500 Penalty: 779.539124
	Iteration 28Q: 3 clusters Score -335204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -335204.875000 Penalty: 779.539124
	Iteration 29Q: 3 clusters Score -335204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -335204.875000 Penalty: 779.539124
	Iteration 30F: 3 clusters Score -335204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Entering Unmasked Estep 
Score: -7036527.500000 Penalty: 530.175903
	Iteration 0F: 2 clusters Score -7036528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -6961057.500000 Penalty: 1060.351807
	Iteration 0F: 3 clusters Score -6961058 nChanged 56294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -6996874.500000 Penalty: 1060.351807
	Iteration 1F: 3 clusters Score -6996874 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -7000581.000000 Penalty: 1060.351807
	Iteration 2F: 3 clusters Score -7000581 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -7006437.500000 Penalty: 1060.351807
	Iteration 3F: 3 clusters Score -7006438 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -7014938.500000 Penalty: 1060.351807
	Iteration 4F: 3 clusters Score -7014938 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -7023899.500000 Penalty: 1060.351807
	Iteration 5F: 3 clusters Score -7023900 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -7028887.000000 Penalty: 1060.351807
	Iteration 6Q: 3 clusters Score -7028887 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -7030419.500000 Penalty: 1060.351807
	Iteration 7Q: 3 clusters Score -7030420 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7031004.500000 Penalty: 1060.351807
	Iteration 8Q: 3 clusters Score -7031004 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -7031403.000000 Penalty: 1060.351807
	Iteration 9Q: 3 clusters Score -7031403 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -7031811.000000 Penalty: 1060.351807
	Iteration 10Q: 3 clusters Score -7031811 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -7032122.500000 Penalty: 1060.351807
	Iteration 11Q: 3 clusters Score -7032122 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99939 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -7032368.500000 Penalty: 1060.351807
	Iteration 12Q: 3 clusters Score -7032368 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100594 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -7032565.500000 Penalty: 1060.351807
	Iteration 13Q: 3 clusters Score -7032566 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -7032790.500000 Penalty: 1060.351807
	Iteration 14Q: 3 clusters Score -7032790 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -7032942.500000 Penalty: 1060.351807
	Iteration 15Q: 3 clusters Score -7032942 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -7033132.000000 Penalty: 1060.351807
	Iteration 16Q: 3 clusters Score -7033132 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7033335.500000 Penalty: 1060.351807
	Iteration 17Q: 3 clusters Score -7033336 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -7033456.500000 Penalty: 1060.351807
	Iteration 18Q: 3 clusters Score -7033456 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -7033607.000000 Penalty: 1060.351807
	Iteration 19Q: 3 clusters Score -7033607 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104367 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7033783.000000 Penalty: 1060.351807
	Iteration 20F: 3 clusters Score -7033783 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -7033908.500000 Penalty: 1060.351807
	Iteration 21Q: 3 clusters Score -7033908 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -7034028.000000 Penalty: 1060.351807
	Iteration 22Q: 3 clusters Score -7034028 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -7034133.500000 Penalty: 1060.351807
	Iteration 23Q: 3 clusters Score -7034134 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -7034275.500000 Penalty: 1060.351807
	Iteration 24Q: 3 clusters Score -7034276 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106572 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -7034403.000000 Penalty: 1060.351807
	Iteration 25Q: 3 clusters Score -7034403 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106946 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7034526.000000 Penalty: 1060.351807
	Iteration 26Q: 3 clusters Score -7034526 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -7034611.000000 Penalty: 1060.351807
	Iteration 27Q: 3 clusters Score -7034611 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -7034712.000000 Penalty: 1060.351807
	Iteration 28Q: 3 clusters Score -7034712 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -7034817.000000 Penalty: 1060.351807
	Iteration 29Q: 3 clusters Score -7034817 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -7034923.500000 Penalty: 1060.351807
	Iteration 30Q: 3 clusters Score -7034924 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -7035004.000000 Penalty: 1060.351807
	Iteration 31Q: 3 clusters Score -7035004 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -7035051.500000 Penalty: 1060.351807
	Iteration 32Q: 3 clusters Score -7035052 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -7035139.000000 Penalty: 1060.351807
	Iteration 33Q: 3 clusters Score -7035139 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109405 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -7035220.000000 Penalty: 1060.351807
	Iteration 34Q: 3 clusters Score -7035220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7035285.500000 Penalty: 1060.351807
	Iteration 35Q: 3 clusters Score -7035286 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -7035384.000000 Penalty: 1060.351807
	Iteration 36Q: 3 clusters Score -7035384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7035430.500000 Penalty: 1060.351807
	Iteration 37Q: 3 clusters Score -7035430 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7035498.000000 Penalty: 1060.351807
	Iteration 38Q: 3 clusters Score -7035498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7035576.000000 Penalty: 1060.351807
	Iteration 39Q: 3 clusters Score -7035576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7035595.000000 Penalty: 1060.351807
	Iteration 40F: 3 clusters Score -7035595 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7035648.500000 Penalty: 1060.351807
	Iteration 41Q: 3 clusters Score -7035648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111036 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7035676.000000 Penalty: 1060.351807
	Iteration 42Q: 3 clusters Score -7035676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111173 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7035698.500000 Penalty: 1060.351807
	Iteration 43Q: 3 clusters Score -7035698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -7035718.500000 Penalty: 1060.351807
	Iteration 44Q: 3 clusters Score -7035718 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7035756.500000 Penalty: 1060.351807
	Iteration 45Q: 3 clusters Score -7035756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7035791.000000 Penalty: 1060.351807
	Iteration 46Q: 3 clusters Score -7035791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7035828.500000 Penalty: 1060.351807
	Iteration 47Q: 3 clusters Score -7035828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7035865.000000 Penalty: 1060.351807
	Iteration 48Q: 3 clusters Score -7035865 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111868 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7035899.500000 Penalty: 1060.351807
	Iteration 49Q: 3 clusters Score -7035900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -7035927.000000 Penalty: 1060.351807
	Iteration 50Q: 3 clusters Score -7035927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7035938.500000 Penalty: 1060.351807
	Iteration 51Q: 3 clusters Score -7035938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -7035959.000000 Penalty: 1060.351807
	Iteration 52Q: 3 clusters Score -7035959 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7035969.000000 Penalty: 1060.351807
	Iteration 53Q: 3 clusters Score -7035969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112231 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7035991.500000 Penalty: 1060.351807
	Iteration 54Q: 3 clusters Score -7035992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7036016.000000 Penalty: 1060.351807
	Iteration 55Q: 3 clusters Score -7036016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7036024.000000 Penalty: 1060.351807
	Iteration 56Q: 3 clusters Score -7036024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112368 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7036025.500000 Penalty: 1060.351807
	Iteration 57Q: 3 clusters Score -7036026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7036024.000000 Penalty: 1060.351807
	Iteration 58Q: 3 clusters Score -7036024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112446 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7036039.000000 Penalty: 1060.351807
	Iteration 59Q: 3 clusters Score -7036039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7036034.500000 Penalty: 1060.351807
	Iteration 60F: 3 clusters Score -7036034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7036040.000000 Penalty: 1060.351807
	Iteration 61Q: 3 clusters Score -7036040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7036037.500000 Penalty: 1060.351807
	Iteration 62Q: 3 clusters Score -7036038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7036038.000000 Penalty: 1060.351807
	Iteration 63Q: 3 clusters Score -7036038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112663 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7036038.000000 Penalty: 1060.351807
	Iteration 64Q: 3 clusters Score -7036038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112702 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7036033.000000 Penalty: 1060.351807
	Iteration 65Q: 3 clusters Score -7036033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7036039.000000 Penalty: 1060.351807
	Iteration 66Q: 3 clusters Score -7036039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7036055.500000 Penalty: 1060.351807
	Iteration 67Q: 3 clusters Score -7036056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112833 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7036070.000000 Penalty: 1060.351807
	Iteration 68Q: 3 clusters Score -7036070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7036081.000000 Penalty: 1060.351807
	Iteration 69Q: 3 clusters Score -7036081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7036082.000000 Penalty: 1060.351807
	Iteration 70Q: 3 clusters Score -7036082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7036090.500000 Penalty: 1060.351807
	Iteration 71Q: 3 clusters Score -7036090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7036099.000000 Penalty: 1060.351807
	Iteration 72Q: 3 clusters Score -7036099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7036106.000000 Penalty: 1060.351807
	Iteration 73Q: 3 clusters Score -7036106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7036109.000000 Penalty: 1060.351807
	Iteration 74Q: 3 clusters Score -7036109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7036103.500000 Penalty: 1060.351807
	Iteration 75Q: 3 clusters Score -7036104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113032 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7036116.500000 Penalty: 1060.351807
	Iteration 76Q: 3 clusters Score -7036116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113058 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7036114.000000 Penalty: 1060.351807
	Iteration 77Q: 3 clusters Score -7036114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7036112.500000 Penalty: 1060.351807
	Iteration 78Q: 3 clusters Score -7036112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7036114.000000 Penalty: 1060.351807
	Iteration 79Q: 3 clusters Score -7036114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7036107.000000 Penalty: 1060.351807
	Iteration 80F: 3 clusters Score -7036107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7036115.500000 Penalty: 1060.351807
	Iteration 81Q: 3 clusters Score -7036116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7036120.500000 Penalty: 1060.351807
	Iteration 82Q: 3 clusters Score -7036120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7036113.000000 Penalty: 1060.351807
	Iteration 83Q: 3 clusters Score -7036113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7036110.500000 Penalty: 1060.351807
	Iteration 84Q: 3 clusters Score -7036110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7036110.500000 Penalty: 1060.351807
	Iteration 85F: 3 clusters Score -7036110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Entering Unmasked Estep 
Score: -1644726.500000 Penalty: 461.991638
	Iteration 0F: 2 clusters Score -1644726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1627554.000000 Penalty: 923.983276
	Iteration 0F: 3 clusters Score -1627554 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1634770.500000 Penalty: 923.983276
	Iteration 1F: 3 clusters Score -1634770 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1635100.500000 Penalty: 923.983276
	Iteration 2Q: 3 clusters Score -1635100 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1635652.625000 Penalty: 923.983276
	Iteration 3Q: 3 clusters Score -1635653 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1636560.875000 Penalty: 923.983276
	Iteration 4F: 3 clusters Score -1636561 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1638010.625000 Penalty: 923.983276
	Iteration 5F: 3 clusters Score -1638011 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1639728.750000 Penalty: 923.983276
	Iteration 6F: 3 clusters Score -1639729 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -1641219.125000 Penalty: 923.983276
	Iteration 7F: 3 clusters Score -1641219 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -1641980.750000 Penalty: 923.983276
	Iteration 8Q: 3 clusters Score -1641981 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1642344.250000 Penalty: 923.983276
	Iteration 9Q: 3 clusters Score -1642344 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1642587.000000 Penalty: 923.983276
	Iteration 10Q: 3 clusters Score -1642587 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1642787.750000 Penalty: 923.983276
	Iteration 11Q: 3 clusters Score -1642788 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -1642980.750000 Penalty: 923.983276
	Iteration 12Q: 3 clusters Score -1642981 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -1643148.875000 Penalty: 923.983276
	Iteration 13Q: 3 clusters Score -1643149 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -1643283.750000 Penalty: 923.983276
	Iteration 14Q: 3 clusters Score -1643284 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -1643407.750000 Penalty: 923.983276
	Iteration 15Q: 3 clusters Score -1643408 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -1643537.875000 Penalty: 923.983276
	Iteration 16Q: 3 clusters Score -1643538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -1643650.250000 Penalty: 923.983276
	Iteration 17Q: 3 clusters Score -1643650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1643744.125000 Penalty: 923.983276
	Iteration 18Q: 3 clusters Score -1643744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -1643828.250000 Penalty: 923.983276
	Iteration 19Q: 3 clusters Score -1643828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -1643911.000000 Penalty: 923.983276
	Iteration 20F: 3 clusters Score -1643911 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -1643985.000000 Penalty: 923.983276
	Iteration 21Q: 3 clusters Score -1643985 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -1644042.250000 Penalty: 923.983276
	Iteration 22Q: 3 clusters Score -1644042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -1644078.875000 Penalty: 923.983276
	Iteration 23Q: 3 clusters Score -1644079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -1644122.625000 Penalty: 923.983276
	Iteration 24Q: 3 clusters Score -1644123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1644151.750000 Penalty: 923.983276
	Iteration 25Q: 3 clusters Score -1644152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1644189.000000 Penalty: 923.983276
	Iteration 26Q: 3 clusters Score -1644189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -1644225.125000 Penalty: 923.983276
	Iteration 27Q: 3 clusters Score -1644225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -1644252.250000 Penalty: 923.983276
	Iteration 28Q: 3 clusters Score -1644252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -1644270.500000 Penalty: 923.983276
	Iteration 29Q: 3 clusters Score -1644270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -1644285.125000 Penalty: 923.983276
	Iteration 30Q: 3 clusters Score -1644285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -1644302.750000 Penalty: 923.983276
	Iteration 31Q: 3 clusters Score -1644303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1644311.625000 Penalty: 923.983276
	Iteration 32Q: 3 clusters Score -1644312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -1644321.125000 Penalty: 923.983276
	Iteration 33Q: 3 clusters Score -1644321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -1644335.250000 Penalty: 923.983276
	Iteration 34Q: 3 clusters Score -1644335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -1644348.125000 Penalty: 923.983276
	Iteration 35Q: 3 clusters Score -1644348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -1644353.375000 Penalty: 923.983276
	Iteration 36Q: 3 clusters Score -1644353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1644356.875000 Penalty: 923.983276
	Iteration 37Q: 3 clusters Score -1644357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1644356.375000 Penalty: 923.983276
	Iteration 38Q: 3 clusters Score -1644356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1644357.625000 Penalty: 923.983276
	Iteration 39Q: 3 clusters Score -1644358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1644358.875000 Penalty: 923.983276
	Iteration 40F: 3 clusters Score -1644359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -25862.646484 Penalty: 277.257416
	Iteration 0F: 2 clusters Score -25862.65 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 214 members 
Entering Unmasked Estep 
Score: -25397.648438 Penalty: 554.514832
	Iteration 0F: 3 clusters Score -25397.65 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25520.314453 Penalty: 554.514832
	Iteration 1F: 3 clusters Score -25520.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25598.099609 Penalty: 554.514832
	Iteration 2F: 3 clusters Score -25598.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25658.666016 Penalty: 554.514832
	Iteration 3F: 3 clusters Score -25658.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25686.507812 Penalty: 554.514832
	Iteration 4F: 3 clusters Score -25686.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25706.687500 Penalty: 554.514832
	Iteration 5Q: 3 clusters Score -25706.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25717.578125 Penalty: 554.514832
	Iteration 6Q: 3 clusters Score -25717.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25726.330078 Penalty: 554.514832
	Iteration 7Q: 3 clusters Score -25726.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25735.169922 Penalty: 554.514832
	Iteration 8Q: 3 clusters Score -25735.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25741.572266 Penalty: 554.514832
	Iteration 9Q: 3 clusters Score -25741.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25743.982422 Penalty: 554.514832
	Iteration 10Q: 3 clusters Score -25743.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25747.398438 Penalty: 554.514832
	Iteration 11Q: 3 clusters Score -25747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25752.121094 Penalty: 554.514832
	Iteration 12Q: 3 clusters Score -25752.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25753.650391 Penalty: 554.514832
	Iteration 13Q: 3 clusters Score -25753.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25753.650391 Penalty: 554.514832
	Iteration 14F: 3 clusters Score -25753.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Entering Unmasked Estep 
Score: -5708122.000000 Penalty: 520.145508
	Iteration 0F: 2 clusters Score -5708122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -5649065.500000 Penalty: 1040.291016
	Iteration 0F: 3 clusters Score -5649066 nChanged 45128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -5676397.500000 Penalty: 1040.291016
	Iteration 1F: 3 clusters Score -5676398 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -5678060.000000 Penalty: 1040.291016
	Iteration 2Q: 3 clusters Score -5678060 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -5681003.500000 Penalty: 1040.291016
	Iteration 3F: 3 clusters Score -5681004 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -5685533.500000 Penalty: 1040.291016
	Iteration 4F: 3 clusters Score -5685534 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -5691177.000000 Penalty: 1040.291016
	Iteration 5F: 3 clusters Score -5691177 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -5695992.500000 Penalty: 1040.291016
	Iteration 6F: 3 clusters Score -5695992 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -5698676.500000 Penalty: 1040.291016
	Iteration 7F: 3 clusters Score -5698676 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -5700129.500000 Penalty: 1040.291016
	Iteration 8Q: 3 clusters Score -5700130 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -5701186.000000 Penalty: 1040.291016
	Iteration 9Q: 3 clusters Score -5701186 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -5702220.000000 Penalty: 1040.291016
	Iteration 10Q: 3 clusters Score -5702220 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -5703300.500000 Penalty: 1040.291016
	Iteration 11Q: 3 clusters Score -5703300 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -5704667.500000 Penalty: 1040.291016
	Iteration 12Q: 3 clusters Score -5704668 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -5706021.000000 Penalty: 1040.291016
	Iteration 13Q: 3 clusters Score -5706021 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -5707177.000000 Penalty: 1040.291016
	Iteration 14Q: 3 clusters Score -5707177 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -5708188.500000 Penalty: 1040.291016
	Iteration 15Q: 3 clusters Score -5708188 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -5708847.000000 Penalty: 1040.291016
	Iteration 16Q: 3 clusters Score -5708847 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -5709327.000000 Penalty: 1040.291016
	Iteration 17Q: 3 clusters Score -5709327 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -5709585.000000 Penalty: 1040.291016
	Iteration 18Q: 3 clusters Score -5709585 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -5709679.500000 Penalty: 1040.291016
	Iteration 19Q: 3 clusters Score -5709680 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -5709617.500000 Penalty: 1040.291016
	Iteration 20F: 3 clusters Score -5709618 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -5709514.000000 Penalty: 1040.291016
	Iteration 21Q: 3 clusters Score -5709514 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -5709366.000000 Penalty: 1040.291016
	Iteration 22Q: 3 clusters Score -5709366 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -5709190.500000 Penalty: 1040.291016
	Iteration 23Q: 3 clusters Score -5709190 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -5708972.000000 Penalty: 1040.291016
	Iteration 24Q: 3 clusters Score -5708972 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -5708808.500000 Penalty: 1040.291016
	Iteration 25Q: 3 clusters Score -5708808 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -5708649.500000 Penalty: 1040.291016
	Iteration 26Q: 3 clusters Score -5708650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -5708575.500000 Penalty: 1040.291016
	Iteration 27Q: 3 clusters Score -5708576 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -5708492.000000 Penalty: 1040.291016
	Iteration 28Q: 3 clusters Score -5708492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -5708441.500000 Penalty: 1040.291016
	Iteration 29Q: 3 clusters Score -5708442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -5708390.500000 Penalty: 1040.291016
	Iteration 30Q: 3 clusters Score -5708390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -5708339.500000 Penalty: 1040.291016
	Iteration 31Q: 3 clusters Score -5708340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -5708307.000000 Penalty: 1040.291016
	Iteration 32Q: 3 clusters Score -5708307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -5708295.000000 Penalty: 1040.291016
	Iteration 33Q: 3 clusters Score -5708295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -5708270.000000 Penalty: 1040.291016
	Iteration 34Q: 3 clusters Score -5708270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -5708253.500000 Penalty: 1040.291016
	Iteration 35Q: 3 clusters Score -5708254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -5708240.500000 Penalty: 1040.291016
	Iteration 36Q: 3 clusters Score -5708240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -5708223.000000 Penalty: 1040.291016
	Iteration 37Q: 3 clusters Score -5708223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -5708224.000000 Penalty: 1040.291016
	Iteration 38Q: 3 clusters Score -5708224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -5708213.500000 Penalty: 1040.291016
	Iteration 39Q: 3 clusters Score -5708214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -5708211.500000 Penalty: 1040.291016
	Iteration 40F: 3 clusters Score -5708212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -5708205.500000 Penalty: 1040.291016
	Iteration 41Q: 3 clusters Score -5708206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -5708206.000000 Penalty: 1040.291016
	Iteration 42Q: 3 clusters Score -5708206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -5708206.000000 Penalty: 1040.291016
	Iteration 43F: 3 clusters Score -5708206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 133096 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Entering Unmasked Estep 
Score: -53236328.000000 Penalty: 17464.035156
Splitting cluster 7 changes total score from -53233364.000000 to -53236328.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -63966.410156 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -63966.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -63099.097656 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -63099.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -65515.234375 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -65515.23 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -66554.757812 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -66554.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -66682.007812 Penalty: 650.642395
	Iteration 3Q: 3 clusters Score -66682.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -66732.757812 Penalty: 650.642395
	Iteration 4Q: 3 clusters Score -66732.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -66755.046875 Penalty: 650.642395
	Iteration 5Q: 3 clusters Score -66755.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -66780.656250 Penalty: 650.642395
	Iteration 6Q: 3 clusters Score -66780.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -66825.890625 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -66825.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -66931.929688 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -66931.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67041.398438 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -67041.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -67126.648438 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -67126.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -67146.289062 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -67146.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -67167.601562 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -67167.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -67182.593750 Penalty: 650.642395
	Iteration 13Q: 3 clusters Score -67182.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -67182.593750 Penalty: 650.642395
	Iteration 14F: 3 clusters Score -67182.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 133096 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Entering Unmasked Estep 
Score: -53239264.000000 Penalty: 18087.750000
Splitting cluster 8 changes total score from -53233364.000000 to -53239264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (84228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Entering Unmasked Estep 
Score: -5238599.000000 Penalty: 516.028381
	Iteration 0F: 2 clusters Score -5238599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5182976.000000 Penalty: 1032.056763
	Iteration 0F: 3 clusters Score -5182976 nChanged 41250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5206754.500000 Penalty: 1032.056763
	Iteration 1F: 3 clusters Score -5206754 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5207264.000000 Penalty: 1032.056763
	Iteration 2Q: 3 clusters Score -5207264 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5208842.500000 Penalty: 1032.056763
	Iteration 4Q: 3 clusters Score -5208842 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5210357.500000 Penalty: 1032.056763
	Iteration 5Q: 3 clusters Score -5210358 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5212850 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5216669 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5221395.000000 Penalty: 1032.056763
	Iteration 8F: 3 clusters Score -5221395 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -5225832.500000 Penalty: 1032.056763
	Iteration 9F: 3 clusters Score -5225832 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5229064 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5230797 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5231619.500000 Penalty: 1032.056763
	Iteration 12Q: 3 clusters Score -5231620 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5232058 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5232406 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5232732.500000 Penalty: 1032.056763
	Iteration 15Q: 3 clusters Score -5232732 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5233032 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5233248 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5233465.500000 Penalty: 1032.056763
	Iteration 18Q: 3 clusters Score -5233466 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -5233656.000000 Penalty: 1032.056763
	Iteration 19Q: 3 clusters Score -5233656 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -5233845.000000 Penalty: 1032.056763
	Iteration 20F: 3 clusters Score -5233845 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5234037.000000 Penalty: 1032.056763
	Iteration 21Q: 3 clusters Score -5234037 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -5234192.000000 Penalty: 1032.056763
	Iteration 22Q: 3 clusters Score -5234192 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5234332.500000 Penalty: 1032.056763
	Iteration 23Q: 3 clusters Score -5234332 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5234458.500000 Penalty: 1032.056763
	Iteration 24Q: 3 clusters Score -5234458 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5234582.500000 Penalty: 1032.056763
	Iteration 25Q: 3 clusters Score -5234582 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5234649.500000 Penalty: 1032.056763
	Iteration 26Q: 3 clusters Score -5234650 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5234742 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -5234834.500000 Penalty: 1032.056763
	Iteration 28Q: 3 clusters Score -5234834 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -5234926.000000 Penalty: 1032.056763
	Iteration 29Q: 3 clusters Score -5234926 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5234988.000000 Penalty: 1032.056763
	Iteration 30Q: 3 clusters Score -5234988 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5235040 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5235075 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5235136.000000 Penalty: 1032.056763
	Iteration 33Q: 3 clusters Score -5235136 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5235198.000000 Penalty: 1032.056763
	Iteration 34Q: 3 clusters Score -5235198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5235257.500000 Penalty: 1032.056763
	Iteration 35Q: 3 clusters Score -5235258 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5235303.000000 Penalty: 1032.056763
	Iteration 36Q: 3 clusters Score -5235303 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -5235337.500000 Penalty: 1032.056763
	Iteration 37Q: 3 clusters Score -5235338 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5235382.500000 Penalty: 1032.056763
	Iteration 38Q: 3 clusters Score -5235382 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5235439.000000 Penalty: 1032.056763
	Iteration 39Q: 3 clusters Score -5235439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -5235446.500000 Penalty: 1032.056763
	Iteration 40F: 3 clusters Score -5235446 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5235449.000000 Penalty: 1032.056763
	Iteration 41Q: 3 clusters Score -5235449 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -5235459.000000 Penalty: 1032.056763
	Iteration 42Q: 3 clusters Score -5235459 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -5235468.000000 Penalty: 1032.056763
	Iteration 43Q: 3 clusters Score -5235468 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5235499.500000 Penalty: 1032.056763
	Iteration 44Q: 3 clusters Score -5235500 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5235521.000000 Penalty: 1032.056763
	Iteration 45Q: 3 clusters Score -5235521 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5235546.000000 Penalty: 1032.056763
	Iteration 46Q: 3 clusters Score -5235546 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5235573.000000 Penalty: 1032.056763
	Iteration 47Q: 3 clusters Score -5235573 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5235576.500000 Penalty: 1032.056763
	Iteration 48Q: 3 clusters Score -5235576 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5235589.000000 Penalty: 1032.056763
	Iteration 49Q: 3 clusters Score -5235589 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5235593 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5235598.000000 Penalty: 1032.056763
	Iteration 51Q: 3 clusters Score -5235598 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5235631.000000 Penalty: 1032.056763
	Iteration 52Q: 3 clusters Score -5235631 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5235651.500000 Penalty: 1032.056763
	Iteration 53Q: 3 clusters Score -5235652 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5235674.000000 Penalty: 1032.056763
	Iteration 54Q: 3 clusters Score -5235674 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5235701.000000 Penalty: 1032.056763
	Iteration 55Q: 3 clusters Score -5235701 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5235731.500000 Penalty: 1032.056763
	Iteration 56Q: 3 clusters Score -5235732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5235753.000000 Penalty: 1032.056763
	Iteration 57Q: 3 clusters Score -5235753 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -5235764.500000 Penalty: 1032.056763
	Iteration 58Q: 3 clusters Score -5235764 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -5235817.500000 Penalty: 1032.056763
	Iteration 59Q: 3 clusters Score -5235818 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5235878.500000 Penalty: 1032.056763
	Iteration 60F: 3 clusters Score -5235878 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5235908.000000 Penalty: 1032.056763
	Iteration 61Q: 3 clusters Score -5235908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -5235959.000000 Penalty: 1032.056763
	Iteration 62Q: 3 clusters Score -5235959 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -5236012.000000 Penalty: 1032.056763
	Iteration 63Q: 3 clusters Score -5236012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5236066 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5236117.500000 Penalty: 1032.056763
	Iteration 65Q: 3 clusters Score -5236118 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -5236192.000000 Penalty: 1032.056763
	Iteration 66Q: 3 clusters Score -5236192 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5236264 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5236333.500000 Penalty: 1032.056763
	Iteration 68Q: 3 clusters Score -5236334 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -5236444.000000 Penalty: 1032.056763
	Iteration 69Q: 3 clusters Score -5236444 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -5236603.500000 Penalty: 1032.056763
	Iteration 70Q: 3 clusters Score -5236604 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -5236733.500000 Penalty: 1032.056763
	Iteration 71Q: 3 clusters Score -5236734 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5236871.500000 Penalty: 1032.056763
	Iteration 72Q: 3 clusters Score -5236872 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5237014.500000 Penalty: 1032.056763
	Iteration 73Q: 3 clusters Score -5237014 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -5237161.500000 Penalty: 1032.056763
	Iteration 74Q: 3 clusters Score -5237162 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -5237307.000000 Penalty: 1032.056763
	Iteration 75Q: 3 clusters Score -5237307 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -5237419.000000 Penalty: 1032.056763
	Iteration 76Q: 3 clusters Score -5237419 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -5237566.500000 Penalty: 1032.056763
	Iteration 77Q: 3 clusters Score -5237566 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5237683 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5237794 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -5237899.500000 Penalty: 1032.056763
	Iteration 80F: 3 clusters Score -5237900 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5237961.500000 Penalty: 1032.056763
	Iteration 81Q: 3 clusters Score -5237962 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5238027 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5238136 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5238221.000000 Penalty: 1032.056763
	Iteration 84Q: 3 clusters Score -5238221 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5238194.000000 Penalty: 1032.056763
	Iteration 85Q: 3 clusters Score -5238194 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5238220.500000 Penalty: 1032.056763
	Iteration 86Q: 3 clusters Score -5238220 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5238231.000000 Penalty: 1032.056763
	Iteration 87Q: 3 clusters Score -5238231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5238233 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5238234 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5238237.000000 Penalty: 1032.056763
	Iteration 90Q: 3 clusters Score -5238237 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5238236 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5238234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5238236.500000 Penalty: 1032.056763
	Iteration 93Q: 3 clusters Score -5238236 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5238228.000000 Penalty: 1032.056763
	Iteration 94Q: 3 clusters Score -5238228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5238235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5238236.000000 Penalty: 1032.056763
	Iteration 96Q: 3 clusters Score -5238236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5238229.000000 Penalty: 1032.056763
	Iteration 97Q: 3 clusters Score -5238229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5238222.500000 Penalty: 1032.056763
	Iteration 98Q: 3 clusters Score -5238222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5238224.500000 Penalty: 1032.056763
	Iteration 99Q: 3 clusters Score -5238224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5238225.000000 Penalty: 1032.056763
	Iteration 100F: 3 clusters Score -5238225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5238230.500000 Penalty: 1032.056763
	Iteration 101Q: 3 clusters Score -5238230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5238230.500000 Penalty: 1032.056763
	Iteration 102Q: 3 clusters Score -5238230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5238229.000000 Penalty: 1032.056763
	Iteration 103Q: 3 clusters Score -5238229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5238231.000000 Penalty: 1032.056763
	Iteration 104Q: 3 clusters Score -5238231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5238227.500000 Penalty: 1032.056763
	Iteration 105Q: 3 clusters Score -5238228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5238229.500000 Penalty: 1032.056763
	Iteration 106Q: 3 clusters Score -5238230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5238233.000000 Penalty: 1032.056763
	Iteration 107Q: 3 clusters Score -5238233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5238231.500000 Penalty: 1032.056763
	Iteration 108Q: 3 clusters Score -5238232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5238226.500000 Penalty: 1032.056763
	Iteration 109Q: 3 clusters Score -5238226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5238227.000000 Penalty: 1032.056763
	Iteration 110Q: 3 clusters Score -5238227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5238226.000000 Penalty: 1032.056763
	Iteration 111Q: 3 clusters Score -5238226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5238229.000000 Penalty: 1032.056763
	Iteration 112Q: 3 clusters Score -5238229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5238229.000000 Penalty: 1032.056763
	Iteration 113Q: 3 clusters Score -5238229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5238235.500000 Penalty: 1032.056763
	Iteration 114Q: 3 clusters Score -5238236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5238235.000000 Penalty: 1032.056763
	Iteration 115Q: 3 clusters Score -5238235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5238235.000000 Penalty: 1032.056763
	Iteration 116Q: 3 clusters Score -5238235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5238240.000000 Penalty: 1032.056763
	Iteration 117Q: 3 clusters Score -5238240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5238240.000000 Penalty: 1032.056763
	Iteration 118F: 3 clusters Score -5238240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -172217.921875 Penalty: 361.747864
	Iteration 0F: 2 clusters Score -172217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -170180.109375 Penalty: 723.495728
	Iteration 0F: 3 clusters Score -170180.1 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -171166.656250 Penalty: 723.495728
	Iteration 1F: 3 clusters Score -171166.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -171908.703125 Penalty: 723.495728
	Iteration 2F: 3 clusters Score -171908.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -172697.015625 Penalty: 723.495728
	Iteration 3F: 3 clusters Score -172697 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -173370.609375 Penalty: 723.495728
	Iteration 4F: 3 clusters Score -173370.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -173725.562500 Penalty: 723.495728
	Iteration 5F: 3 clusters Score -173725.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -174032.718750 Penalty: 723.495728
	Iteration 6Q: 3 clusters Score -174032.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -174340.796875 Penalty: 723.495728
	Iteration 7Q: 3 clusters Score -174340.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -174582.625000 Penalty: 723.495728
	Iteration 8Q: 3 clusters Score -174582.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -174795.781250 Penalty: 723.495728
	Iteration 9Q: 3 clusters Score -174795.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -174848.453125 Penalty: 723.495728
	Iteration 10Q: 3 clusters Score -174848.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -174864.562500 Penalty: 723.495728
	Iteration 11Q: 3 clusters Score -174864.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -174872.656250 Penalty: 723.495728
	Iteration 12Q: 3 clusters Score -174872.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -174878.796875 Penalty: 723.495728
	Iteration 13Q: 3 clusters Score -174878.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -174881.453125 Penalty: 723.495728
	Iteration 14Q: 3 clusters Score -174881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -174883.984375 Penalty: 723.495728
	Iteration 15Q: 3 clusters Score -174884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -174886.968750 Penalty: 723.495728
	Iteration 16Q: 3 clusters Score -174887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -174885.281250 Penalty: 723.495728
	Iteration 17Q: 3 clusters Score -174885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -174888.109375 Penalty: 723.495728
	Iteration 18Q: 3 clusters Score -174888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -174886.265625 Penalty: 723.495728
	Iteration 19Q: 3 clusters Score -174886.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -174887.625000 Penalty: 723.495728
	Iteration 20F: 3 clusters Score -174887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -174888.390625 Penalty: 723.495728
	Iteration 21Q: 3 clusters Score -174888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -174888.281250 Penalty: 723.495728
	Iteration 22Q: 3 clusters Score -174888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -174888.281250 Penalty: 723.495728
	Iteration 23F: 3 clusters Score -174888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 133096 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Entering Unmasked Estep 
Score: -53241836.000000 Penalty: 18711.464844
Splitting cluster 10 changes total score from -53233364.000000 to -53241836.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -132367.375000 Penalty: 349.887207
	Iteration 0F: 2 clusters Score -132367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -130988.492188 Penalty: 699.774414
	Iteration 0F: 3 clusters Score -130988.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -132622.625000 Penalty: 699.774414
	Iteration 1F: 3 clusters Score -132622.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -133680.984375 Penalty: 699.774414
	Iteration 2F: 3 clusters Score -133681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -133971.328125 Penalty: 699.774414
	Iteration 3F: 3 clusters Score -133971.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -134090.187500 Penalty: 699.774414
	Iteration 4Q: 3 clusters Score -134090.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -134167.578125 Penalty: 699.774414
	Iteration 5Q: 3 clusters Score -134167.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -134180.953125 Penalty: 699.774414
	Iteration 6Q: 3 clusters Score -134181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -134184.375000 Penalty: 699.774414
	Iteration 7Q: 3 clusters Score -134184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -134184.546875 Penalty: 699.774414
	Iteration 8Q: 3 clusters Score -134184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -134186.703125 Penalty: 699.774414
	Iteration 9Q: 3 clusters Score -134186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -134186.953125 Penalty: 699.774414
	Iteration 10Q: 3 clusters Score -134187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -134187.140625 Penalty: 699.774414
	Iteration 11Q: 3 clusters Score -134187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -134188.125000 Penalty: 699.774414
	Iteration 12Q: 3 clusters Score -134188.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -134188.125000 Penalty: 699.774414
	Iteration 13F: 3 clusters Score -134188.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 133096 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Entering Unmasked Estep 
Score: -53243508.000000 Penalty: 19335.181641
Splitting cluster 11 changes total score from -53233364.000000 to -53243508.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (66031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Entering Unmasked Estep 
Score: -4069547.250000 Penalty: 504.953522
	Iteration 0F: 2 clusters Score -4069547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4025254.750000 Penalty: 1009.907043
	Iteration 0F: 3 clusters Score -4025255 nChanged 32003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4044276.750000 Penalty: 1009.907043
	Iteration 1F: 3 clusters Score -4044277 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4045263.750000 Penalty: 1009.907043
	Iteration 2Q: 3 clusters Score -4045264 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4046766.250000 Penalty: 1009.907043
	Iteration 3Q: 3 clusters Score -4046766 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4049169.500000 Penalty: 1009.907043
	Iteration 4F: 3 clusters Score -4049170 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4052654.250000 Penalty: 1009.907043
	Iteration 5F: 3 clusters Score -4052654 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4056671.750000 Penalty: 1009.907043
	Iteration 6F: 3 clusters Score -4056672 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4060281.250000 Penalty: 1009.907043
	Iteration 7F: 3 clusters Score -4060281 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4062901.750000 Penalty: 1009.907043
	Iteration 8Q: 3 clusters Score -4062902 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4064847.750000 Penalty: 1009.907043
	Iteration 9Q: 3 clusters Score -4064848 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4066325.750000 Penalty: 1009.907043
	Iteration 10Q: 3 clusters Score -4066326 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4067438.750000 Penalty: 1009.907043
	Iteration 11Q: 3 clusters Score -4067439 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4068184.250000 Penalty: 1009.907043
	Iteration 12Q: 3 clusters Score -4068184 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4068607.750000 Penalty: 1009.907043
	Iteration 13Q: 3 clusters Score -4068608 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4068815.500000 Penalty: 1009.907043
	Iteration 14Q: 3 clusters Score -4068816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4068921.250000 Penalty: 1009.907043
	Iteration 15Q: 3 clusters Score -4068921 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4068981.000000 Penalty: 1009.907043
	Iteration 16Q: 3 clusters Score -4068981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4069037.250000 Penalty: 1009.907043
	Iteration 17Q: 3 clusters Score -4069037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4069066.250000 Penalty: 1009.907043
	Iteration 18Q: 3 clusters Score -4069066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4069089.250000 Penalty: 1009.907043
	Iteration 19Q: 3 clusters Score -4069089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4069103.250000 Penalty: 1009.907043
	Iteration 20F: 3 clusters Score -4069103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4069111.500000 Penalty: 1009.907043
	Iteration 21Q: 3 clusters Score -4069112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4069119.000000 Penalty: 1009.907043
	Iteration 22Q: 3 clusters Score -4069119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4069121.250000 Penalty: 1009.907043
	Iteration 23Q: 3 clusters Score -4069121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4069121.250000 Penalty: 1009.907043
	Iteration 24Q: 3 clusters Score -4069121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4069124.000000 Penalty: 1009.907043
	Iteration 25Q: 3 clusters Score -4069124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4069125.250000 Penalty: 1009.907043
	Iteration 26Q: 3 clusters Score -4069125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4069129.500000 Penalty: 1009.907043
	Iteration 27Q: 3 clusters Score -4069130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4069131.250000 Penalty: 1009.907043
	Iteration 28Q: 3 clusters Score -4069131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4069130.750000 Penalty: 1009.907043
	Iteration 29Q: 3 clusters Score -4069131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4069130.750000 Penalty: 1009.907043
	Iteration 30F: 3 clusters Score -4069131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (133096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Entering Unmasked Estep 
Score: -8122090.500000 Penalty: 536.846619
	Iteration 0F: 2 clusters Score -8122090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -8036794.000000 Penalty: 1073.693237
	Iteration 0F: 3 clusters Score -8036794 nChanged 65324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -8077276.000000 Penalty: 1073.693237
	Iteration 1F: 3 clusters Score -8077276 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -8080629.500000 Penalty: 1073.693237
	Iteration 2F: 3 clusters Score -8080630 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -8086557.000000 Penalty: 1073.693237
	Iteration 3F: 3 clusters Score -8086557 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -8095687.000000 Penalty: 1073.693237
	Iteration 4F: 3 clusters Score -8095687 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -8106823.500000 Penalty: 1073.693237
	Iteration 5F: 3 clusters Score -8106824 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 124511 members 
Entering Unmasked Estep 
Score: -8115999.000000 Penalty: 1073.693237
	Iteration 6F: 3 clusters Score -8115999 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 128862 members 
Entering Unmasked Estep 
Score: -8120631.500000 Penalty: 1073.693237
	Iteration 7Q: 3 clusters Score -8120632 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -8122583.000000 Penalty: 1073.693237
	Iteration 8Q: 3 clusters Score -8122583 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 130430 members 
Entering Unmasked Estep 
Score: -8123101.500000 Penalty: 1073.693237
	Iteration 9Q: 3 clusters Score -8123102 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -8123270.500000 Penalty: 1073.693237
	Iteration 10Q: 3 clusters Score -8123270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
Score: -8123353.000000 Penalty: 1073.693237
	Iteration 11Q: 3 clusters Score -8123353 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -8123378.000000 Penalty: 1073.693237
	Iteration 12Q: 3 clusters Score -8123378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 130570 members 
Entering Unmasked Estep 
Score: -8123400.000000 Penalty: 1073.693237
	Iteration 13Q: 3 clusters Score -8123400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -8123402.000000 Penalty: 1073.693237
	Iteration 14Q: 3 clusters Score -8123402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 130585 members 
Entering Unmasked Estep 
Score: -8123416.000000 Penalty: 1073.693237
	Iteration 15Q: 3 clusters Score -8123416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 130587 members 
Entering Unmasked Estep 
Score: -8123440.500000 Penalty: 1073.693237
	Iteration 16Q: 3 clusters Score -8123440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -8123435.000000 Penalty: 1073.693237
	Iteration 17Q: 3 clusters Score -8123435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 130579 members 
Entering Unmasked Estep 
Score: -8123428.000000 Penalty: 1073.693237
	Iteration 18Q: 3 clusters Score -8123428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -8123431.500000 Penalty: 1073.693237
	Iteration 19Q: 3 clusters Score -8123432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -8123440.000000 Penalty: 1073.693237
	Iteration 20F: 3 clusters Score -8123440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 130521 members 
Entering Unmasked Estep 
Score: -8123440.500000 Penalty: 1073.693237
	Iteration 21Q: 3 clusters Score -8123440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 130506 members 
Entering Unmasked Estep 
Score: -8123449.000000 Penalty: 1073.693237
	Iteration 22Q: 3 clusters Score -8123449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 130498 members 
Entering Unmasked Estep 
Score: -8123459.000000 Penalty: 1073.693237
	Iteration 23Q: 3 clusters Score -8123459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 130493 members 
Entering Unmasked Estep 
Score: -8123461.500000 Penalty: 1073.693237
	Iteration 24Q: 3 clusters Score -8123462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -8123459.500000 Penalty: 1073.693237
	Iteration 25Q: 3 clusters Score -8123460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -8123459.500000 Penalty: 1073.693237
	Iteration 26F: 3 clusters Score -8123460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Entering Unmasked Estep 
Score: -53245024.000000 Penalty: 19958.896484
Splitting cluster 13 changes total score from -53233364.000000 to -53245024.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -277593.250000 Penalty: 383.579895
	Iteration 0F: 2 clusters Score -277593.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -274633.625000 Penalty: 767.159790
	Iteration 0F: 3 clusters Score -274633.6 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -276749.031250 Penalty: 767.159790
	Iteration 1F: 3 clusters Score -276749 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -277918.062500 Penalty: 767.159790
	Iteration 2F: 3 clusters Score -277918.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -278463.468750 Penalty: 767.159790
	Iteration 3F: 3 clusters Score -278463.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -278637.937500 Penalty: 767.159790
	Iteration 4F: 3 clusters Score -278637.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -278692.906250 Penalty: 767.159790
	Iteration 5Q: 3 clusters Score -278692.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -278748.000000 Penalty: 767.159790
	Iteration 6Q: 3 clusters Score -278748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -278811.937500 Penalty: 767.159790
	Iteration 7Q: 3 clusters Score -278811.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -278858.718750 Penalty: 767.159790
	Iteration 8Q: 3 clusters Score -278858.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -278892.625000 Penalty: 767.159790
	Iteration 9Q: 3 clusters Score -278892.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -278905.531250 Penalty: 767.159790
	Iteration 10Q: 3 clusters Score -278905.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -278935.718750 Penalty: 767.159790
	Iteration 11Q: 3 clusters Score -278935.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -278939.750000 Penalty: 767.159790
	Iteration 12Q: 3 clusters Score -278939.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -278960.468750 Penalty: 767.159790
	Iteration 13Q: 3 clusters Score -278960.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -278967.437500 Penalty: 767.159790
	Iteration 14Q: 3 clusters Score -278967.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -278975.062500 Penalty: 767.159790
	Iteration 15Q: 3 clusters Score -278975.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -279007.062500 Penalty: 767.159790
	Iteration 16Q: 3 clusters Score -279007.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -279018.531250 Penalty: 767.159790
	Iteration 17Q: 3 clusters Score -279018.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -279031.156250 Penalty: 767.159790
	Iteration 18Q: 3 clusters Score -279031.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279042.718750 Penalty: 767.159790
	Iteration 19Q: 3 clusters Score -279042.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -279044.687500 Penalty: 767.159790
	Iteration 20F: 3 clusters Score -279044.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279064.187500 Penalty: 767.159790
	Iteration 21Q: 3 clusters Score -279064.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279066.937500 Penalty: 767.159790
	Iteration 22Q: 3 clusters Score -279066.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -279066.093750 Penalty: 767.159790
	Iteration 23Q: 3 clusters Score -279066.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -279068.906250 Penalty: 767.159790
	Iteration 24Q: 3 clusters Score -279068.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279082.875000 Penalty: 767.159790
	Iteration 25Q: 3 clusters Score -279082.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -279102.562500 Penalty: 767.159790
	Iteration 26Q: 3 clusters Score -279102.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -279117.187500 Penalty: 767.159790
	Iteration 27Q: 3 clusters Score -279117.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -279156.531250 Penalty: 767.159790
	Iteration 28Q: 3 clusters Score -279156.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -279161.093750 Penalty: 767.159790
	Iteration 29Q: 3 clusters Score -279161.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -279141.125000 Penalty: 767.159790
	Iteration 30Q: 3 clusters Score -279141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279169.875000 Penalty: 767.159790
	Iteration 31Q: 3 clusters Score -279169.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279166.437500 Penalty: 767.159790
	Iteration 32Q: 3 clusters Score -279166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279158.406250 Penalty: 767.159790
	Iteration 33Q: 3 clusters Score -279158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -279162.156250 Penalty: 767.159790
	Iteration 34Q: 3 clusters Score -279162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279173.218750 Penalty: 767.159790
	Iteration 35Q: 3 clusters Score -279173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -279158.093750 Penalty: 767.159790
	Iteration 36Q: 3 clusters Score -279158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -279174.218750 Penalty: 767.159790
	Iteration 37Q: 3 clusters Score -279174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -279177.031250 Penalty: 767.159790
	Iteration 38Q: 3 clusters Score -279177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -279169.375000 Penalty: 767.159790
	Iteration 39Q: 3 clusters Score -279169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279169.562500 Penalty: 767.159790
	Iteration 40F: 3 clusters Score -279169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -279173.031250 Penalty: 767.159790
	Iteration 41Q: 3 clusters Score -279173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279171.156250 Penalty: 767.159790
	Iteration 42Q: 3 clusters Score -279171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279147.718750 Penalty: 767.159790
	Iteration 43Q: 3 clusters Score -279147.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279168.375000 Penalty: 767.159790
	Iteration 44Q: 3 clusters Score -279168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279174.281250 Penalty: 767.159790
	Iteration 45Q: 3 clusters Score -279174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -279166.500000 Penalty: 767.159790
	Iteration 46Q: 3 clusters Score -279166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -279168.437500 Penalty: 767.159790
	Iteration 47Q: 3 clusters Score -279168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -279173.218750 Penalty: 767.159790
	Iteration 48Q: 3 clusters Score -279173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -279174.593750 Penalty: 767.159790
	Iteration 49Q: 3 clusters Score -279174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279175.937500 Penalty: 767.159790
	Iteration 50Q: 3 clusters Score -279175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279171.718750 Penalty: 767.159790
	Iteration 51Q: 3 clusters Score -279171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279159.437500 Penalty: 767.159790
	Iteration 52Q: 3 clusters Score -279159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279159.875000 Penalty: 767.159790
	Iteration 53Q: 3 clusters Score -279159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279157.218750 Penalty: 767.159790
	Iteration 54Q: 3 clusters Score -279157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279169.187500 Penalty: 767.159790
	Iteration 55Q: 3 clusters Score -279169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279168.687500 Penalty: 767.159790
	Iteration 56Q: 3 clusters Score -279168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -279169.968750 Penalty: 767.159790
	Iteration 57Q: 3 clusters Score -279170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -279174.437500 Penalty: 767.159790
	Iteration 58Q: 3 clusters Score -279174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279161.187500 Penalty: 767.159790
	Iteration 59Q: 3 clusters Score -279161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279160.937500 Penalty: 767.159790
	Iteration 60F: 3 clusters Score -279160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279173.156250 Penalty: 767.159790
	Iteration 61Q: 3 clusters Score -279173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279176.343750 Penalty: 767.159790
	Iteration 62Q: 3 clusters Score -279176.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279168.875000 Penalty: 767.159790
	Iteration 63Q: 3 clusters Score -279168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -279171.843750 Penalty: 767.159790
	Iteration 64Q: 3 clusters Score -279171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -279168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -279178.3 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -279161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -279174.5 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -279175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -279162.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -279171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -279164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -279166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -279162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279174.968750 Penalty: 767.159790
	Iteration 75Q: 3 clusters Score -279175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -279169.6 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -279158.2 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -279169.125000 Penalty: 767.159790
	Iteration 78Q: 3 clusters Score -279169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -279168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -279168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -279157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -279168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -279175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -279176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
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Entering Unmasked Estep 
Score: -279171.343750 Penalty: 767.159790
	Iteration 85Q: 3 clusters Score -279171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -279165.437500 Penalty: 767.159790
	Iteration 86Q: 3 clusters Score -279165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -279162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -279168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -279163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -279164.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279175.781250 Penalty: 767.159790
	Iteration 91Q: 3 clusters Score -279175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279154.218750 Penalty: 767.159790
	Iteration 92Q: 3 clusters Score -279154.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -279170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -279168.2 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -279170.5 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -279175.5 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -279154.3 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -279151.656250 Penalty: 767.159790
	Iteration 98Q: 3 clusters Score -279151.7 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -279147.562500 Penalty: 767.159790
	Iteration 99Q: 3 clusters Score -279147.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279162.906250 Penalty: 767.159790
	Iteration 100F: 3 clusters Score -279162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -279164.5 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -279171.8 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -279168.2 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -279172.7 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -279169.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -279167.6 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -279163.8 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -279168 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -279172.2 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -279171.5 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -279171.8 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -279171.9 nChanged 5
Entering Unmasked Mstep 
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	Iteration 113Q: 3 clusters Score -279176.2 nChanged 9
Entering Unmasked Mstep 
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	Iteration 114Q: 3 clusters Score -279154.6 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -279173 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -279172.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -279177.8 nChanged 4
Entering Unmasked Mstep 
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	Iteration 118Q: 3 clusters Score -279168.2 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -279142.4 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -279172 nChanged 6
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -279170.2 nChanged 6
Entering Unmasked Mstep 
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	Iteration 122Q: 3 clusters Score -279170.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -279155.6 nChanged 9
Entering Unmasked Mstep 
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	Iteration 124Q: 3 clusters Score -279169.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -279149.3 nChanged 6
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	Iteration 126Q: 3 clusters Score -279179.8 nChanged 4
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -279177.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -279173.6 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -279174.3 nChanged 6
Entering Unmasked Mstep 
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	Iteration 130Q: 3 clusters Score -279165.9 nChanged 3
Entering Unmasked Mstep 
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	Iteration 131Q: 3 clusters Score -279164.9 nChanged 5
Entering Unmasked Mstep 
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	Iteration 132Q: 3 clusters Score -279170.2 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -279172.8 nChanged 8
Entering Unmasked Mstep 
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	Iteration 134Q: 3 clusters Score -279168.3 nChanged 5
Entering Unmasked Mstep 
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	Iteration 135Q: 3 clusters Score -279172.2 nChanged 5
Entering Unmasked Mstep 
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	Iteration 136Q: 3 clusters Score -279157.6 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279176.531250 Penalty: 767.159790
	Iteration 137Q: 3 clusters Score -279176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279148.312500 Penalty: 767.159790
	Iteration 138Q: 3 clusters Score -279148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -279175.718750 Penalty: 767.159790
	Iteration 139Q: 3 clusters Score -279175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -279174.750000 Penalty: 767.159790
	Iteration 140F: 3 clusters Score -279174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -279172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -279172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279172.187500 Penalty: 767.159790
	Iteration 143Q: 3 clusters Score -279172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279169.718750 Penalty: 767.159790
	Iteration 144Q: 3 clusters Score -279169.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279173.781250 Penalty: 767.159790
	Iteration 145Q: 3 clusters Score -279173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279174.968750 Penalty: 767.159790
	Iteration 146Q: 3 clusters Score -279175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279174.343750 Penalty: 767.159790
	Iteration 147Q: 3 clusters Score -279174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -279173.312500 Penalty: 767.159790
	Iteration 148Q: 3 clusters Score -279173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -279171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -279177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279142.625000 Penalty: 767.159790
	Iteration 151Q: 3 clusters Score -279142.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -279142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279157.062500 Penalty: 767.159790
	Iteration 153Q: 3 clusters Score -279157.1 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -279155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -279175.8 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -279179.3 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -279174.1 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -279170.5 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -279167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279149.875000 Penalty: 767.159790
	Iteration 160F: 3 clusters Score -279149.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279161.937500 Penalty: 767.159790
	Iteration 161Q: 3 clusters Score -279161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -279147.8 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -279165.3 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -279174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -279166.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -279171.9 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -279177.6 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -279160.4 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -279157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -279162.468750 Penalty: 767.159790
	Iteration 170Q: 3 clusters Score -279162.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -279172.562500 Penalty: 767.159790
	Iteration 171Q: 3 clusters Score -279172.6 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -279172.8 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -279172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -279177.9 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -279161.9 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -279176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -279165.6 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -279168.4 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -279170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -279169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -279169 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -279170 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -279171.2 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -279176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -279174.968750 Penalty: 767.159790
	Iteration 185Q: 3 clusters Score -279175 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -279172.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 187Q: 3 clusters Score -279172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -279176.9 nChanged 3
Entering Unmasked Mstep 
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	Iteration 189Q: 3 clusters Score -279170.7 nChanged 5
Entering Unmasked Mstep 
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	Iteration 190Q: 3 clusters Score -279173 nChanged 2
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	Iteration 191Q: 3 clusters Score -279174.9 nChanged 5
Entering Unmasked Mstep 
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	Iteration 192Q: 3 clusters Score -279166.5 nChanged 5
Entering Unmasked Mstep 
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	Iteration 193Q: 3 clusters Score -279165.3 nChanged 9
Entering Unmasked Mstep 
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	Iteration 194Q: 3 clusters Score -279174.7 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -279162.6 nChanged 7
Entering Unmasked Mstep 
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	Iteration 196Q: 3 clusters Score -279163.4 nChanged 15
Entering Unmasked Mstep 
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	Iteration 197Q: 3 clusters Score -279172.5 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -279163.7 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -279159 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -279171.8 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -279165.3 nChanged 9
Entering Unmasked Mstep 
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	Iteration 202Q: 3 clusters Score -279174.4 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -279174.8 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -279168.3 nChanged 8
Entering Unmasked Mstep 
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	Iteration 205Q: 3 clusters Score -279163 nChanged 10
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -279164.1 nChanged 7
Entering Unmasked Mstep 
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	Iteration 207Q: 3 clusters Score -279163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -279177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -279172.3 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -279168 nChanged 6
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -279171.7 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -279174.6 nChanged 2
Entering Unmasked Mstep 
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	Iteration 213Q: 3 clusters Score -279175.4 nChanged 4
Entering Unmasked Mstep 
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	Iteration 214Q: 3 clusters Score -279164.7 nChanged 3
Entering Unmasked Mstep 
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	Iteration 215Q: 3 clusters Score -279172.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 216Q: 3 clusters Score -279166.9 nChanged 4
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	Iteration 217Q: 3 clusters Score -279175.3 nChanged 6
Entering Unmasked Mstep 
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	Iteration 218Q: 3 clusters Score -279166.8 nChanged 6
Entering Unmasked Mstep 
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	Iteration 219Q: 3 clusters Score -279167.1 nChanged 2
Entering Unmasked Mstep 
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	Iteration 220F: 3 clusters Score -279166.9 nChanged 7
Entering Unmasked Mstep 
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	Iteration 221Q: 3 clusters Score -279154.4 nChanged 9
Entering Unmasked Mstep 
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	Iteration 222Q: 3 clusters Score -279168.1 nChanged 14
Entering Unmasked Mstep 
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	Iteration 223Q: 3 clusters Score -279155.7 nChanged 12
Entering Unmasked Mstep 
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	Iteration 224Q: 3 clusters Score -279167.9 nChanged 4
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	Iteration 225Q: 3 clusters Score -279167.1 nChanged 5
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	Iteration 226Q: 3 clusters Score -279167 nChanged 7
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	Iteration 227Q: 3 clusters Score -279169.8 nChanged 1
Entering Unmasked Mstep 
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	Iteration 228Q: 3 clusters Score -279175.2 nChanged 6
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Score: -279163.218750 Penalty: 767.159790
	Iteration 229Q: 3 clusters Score -279163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279167.750000 Penalty: 767.159790
	Iteration 230Q: 3 clusters Score -279167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279167.312500 Penalty: 767.159790
	Iteration 231Q: 3 clusters Score -279167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279170.718750 Penalty: 767.159790
	Iteration 232Q: 3 clusters Score -279170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279163.093750 Penalty: 767.159790
	Iteration 233Q: 3 clusters Score -279163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -279173.156250 Penalty: 767.159790
	Iteration 234Q: 3 clusters Score -279173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279175.812500 Penalty: 767.159790
	Iteration 235Q: 3 clusters Score -279175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279178.187500 Penalty: 767.159790
	Iteration 236Q: 3 clusters Score -279178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279169.812500 Penalty: 767.159790
	Iteration 237Q: 3 clusters Score -279169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279176.406250 Penalty: 767.159790
	Iteration 238Q: 3 clusters Score -279176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -279161.250000 Penalty: 767.159790
	Iteration 239Q: 3 clusters Score -279161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -279162.687500 Penalty: 767.159790
	Iteration 240F: 3 clusters Score -279162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279161.343750 Penalty: 767.159790
	Iteration 241Q: 3 clusters Score -279161.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -279174.437500 Penalty: 767.159790
	Iteration 242Q: 3 clusters Score -279174.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -279172.500000 Penalty: 767.159790
	Iteration 243Q: 3 clusters Score -279172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279176.093750 Penalty: 767.159790
	Iteration 244Q: 3 clusters Score -279176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279167.656250 Penalty: 767.159790
	Iteration 245Q: 3 clusters Score -279167.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279173.312500 Penalty: 767.159790
	Iteration 246Q: 3 clusters Score -279173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279164.312500 Penalty: 767.159790
	Iteration 247Q: 3 clusters Score -279164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279173.156250 Penalty: 767.159790
	Iteration 248Q: 3 clusters Score -279173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -279170.250000 Penalty: 767.159790
	Iteration 249Q: 3 clusters Score -279170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -279159.031250 Penalty: 767.159790
	Iteration 250Q: 3 clusters Score -279159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -279170.437500 Penalty: 767.159790
	Iteration 251Q: 3 clusters Score -279170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279169.343750 Penalty: 767.159790
	Iteration 252Q: 3 clusters Score -279169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -279167.750000 Penalty: 767.159790
	Iteration 253Q: 3 clusters Score -279167.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279169.406250 Penalty: 767.159790
	Iteration 254Q: 3 clusters Score -279169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -279171.750000 Penalty: 767.159790
	Iteration 255Q: 3 clusters Score -279171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -279170.187500 Penalty: 767.159790
	Iteration 256Q: 3 clusters Score -279170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -279167.687500 Penalty: 767.159790
	Iteration 257Q: 3 clusters Score -279167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -279163.968750 Penalty: 767.159790
	Iteration 258Q: 3 clusters Score -279164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279171.156250 Penalty: 767.159790
	Iteration 259Q: 3 clusters Score -279171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279176.750000 Penalty: 767.159790
	Iteration 260F: 3 clusters Score -279176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -279164.343750 Penalty: 767.159790
	Iteration 261Q: 3 clusters Score -279164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279171.593750 Penalty: 767.159790
	Iteration 262Q: 3 clusters Score -279171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279171.593750 Penalty: 767.159790
	Iteration 263F: 3 clusters Score -279171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Mstep: Class 33 contains 1102 members 
Entering Unmasked Estep 
Score: -53246380.000000 Penalty: 20582.613281
Splitting cluster 14 changes total score from -53233364.000000 to -53246380.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (87719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Entering Unmasked Estep 
Score: -5499128.000000 Penalty: 517.876160
	Iteration 0F: 2 clusters Score -5499128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -5441574.000000 Penalty: 1035.752319
	Iteration 0F: 3 clusters Score -5441574 nChanged 42731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5467176.500000 Penalty: 1035.752319
	Iteration 1F: 3 clusters Score -5467176 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -5468131.000000 Penalty: 1035.752319
	Iteration 2Q: 3 clusters Score -5468131 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -5469592.500000 Penalty: 1035.752319
	Iteration 3Q: 3 clusters Score -5469592 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -5471973.500000 Penalty: 1035.752319
	Iteration 4F: 3 clusters Score -5471974 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -5476066.500000 Penalty: 1035.752319
	Iteration 5F: 3 clusters Score -5476066 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -5481590.000000 Penalty: 1035.752319
	Iteration 6F: 3 clusters Score -5481590 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -5485802.000000 Penalty: 1035.752319
	Iteration 7F: 3 clusters Score -5485802 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -5487496.500000 Penalty: 1035.752319
	Iteration 8Q: 3 clusters Score -5487496 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -5488213.500000 Penalty: 1035.752319
	Iteration 9Q: 3 clusters Score -5488214 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -5488734.000000 Penalty: 1035.752319
	Iteration 10Q: 3 clusters Score -5488734 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -5489210.000000 Penalty: 1035.752319
	Iteration 11Q: 3 clusters Score -5489210 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -5489690.500000 Penalty: 1035.752319
	Iteration 12Q: 3 clusters Score -5489690 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -5490250.000000 Penalty: 1035.752319
	Iteration 13Q: 3 clusters Score -5490250 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -5490882.500000 Penalty: 1035.752319
	Iteration 14Q: 3 clusters Score -5490882 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -5491560.500000 Penalty: 1035.752319
	Iteration 15Q: 3 clusters Score -5491560 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -5492212.500000 Penalty: 1035.752319
	Iteration 16Q: 3 clusters Score -5492212 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -5492936.000000 Penalty: 1035.752319
	Iteration 17Q: 3 clusters Score -5492936 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -5493656.500000 Penalty: 1035.752319
	Iteration 18Q: 3 clusters Score -5493656 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -5494445.500000 Penalty: 1035.752319
	Iteration 19Q: 3 clusters Score -5494446 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -5495186.500000 Penalty: 1035.752319
	Iteration 20F: 3 clusters Score -5495186 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -5495889.000000 Penalty: 1035.752319
	Iteration 21Q: 3 clusters Score -5495889 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -5496508.000000 Penalty: 1035.752319
	Iteration 22Q: 3 clusters Score -5496508 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -5497084.500000 Penalty: 1035.752319
	Iteration 23Q: 3 clusters Score -5497084 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -5497588.000000 Penalty: 1035.752319
	Iteration 24Q: 3 clusters Score -5497588 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -5497961.500000 Penalty: 1035.752319
	Iteration 25Q: 3 clusters Score -5497962 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -5498265.500000 Penalty: 1035.752319
	Iteration 26Q: 3 clusters Score -5498266 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -5498449.000000 Penalty: 1035.752319
	Iteration 27Q: 3 clusters Score -5498449 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -5498566.500000 Penalty: 1035.752319
	Iteration 28Q: 3 clusters Score -5498566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -5498644.000000 Penalty: 1035.752319
	Iteration 29Q: 3 clusters Score -5498644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -5498679.500000 Penalty: 1035.752319
	Iteration 30Q: 3 clusters Score -5498680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -5498694.500000 Penalty: 1035.752319
	Iteration 31Q: 3 clusters Score -5498694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -5498700.000000 Penalty: 1035.752319
	Iteration 32Q: 3 clusters Score -5498700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -5498709.500000 Penalty: 1035.752319
	Iteration 33Q: 3 clusters Score -5498710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -5498712.000000 Penalty: 1035.752319
	Iteration 34Q: 3 clusters Score -5498712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -5498713.500000 Penalty: 1035.752319
	Iteration 35Q: 3 clusters Score -5498714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -5498714.500000 Penalty: 1035.752319
	Iteration 36Q: 3 clusters Score -5498714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -5498718.000000 Penalty: 1035.752319
	Iteration 37Q: 3 clusters Score -5498718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -5498718.500000 Penalty: 1035.752319
	Iteration 38Q: 3 clusters Score -5498718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -5498726.500000 Penalty: 1035.752319
	Iteration 39Q: 3 clusters Score -5498726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -5498723.500000 Penalty: 1035.752319
	Iteration 40F: 3 clusters Score -5498724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -32469.078125 Penalty: 302.351654
	Iteration 0F: 2 clusters Score -32469.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31852.337891 Penalty: 604.703308
	Iteration 0F: 3 clusters Score -31852.34 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -32450.757812 Penalty: 604.703308
	Iteration 1F: 3 clusters Score -32450.76 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32823.078125 Penalty: 604.703308
	Iteration 2F: 3 clusters Score -32823.08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33046.628906 Penalty: 604.703308
	Iteration 3F: 3 clusters Score -33046.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33234.578125 Penalty: 604.703308
	Iteration 4F: 3 clusters Score -33234.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33434.343750 Penalty: 604.703308
	Iteration 5Q: 3 clusters Score -33434.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33521.851562 Penalty: 604.703308
	Iteration 6Q: 3 clusters Score -33521.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33644.617188 Penalty: 604.703308
	Iteration 7F: 3 clusters Score -33644.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33734.589844 Penalty: 604.703308
	Iteration 8F: 3 clusters Score -33734.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33769.058594 Penalty: 604.703308
	Iteration 9Q: 3 clusters Score -33769.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33786.617188 Penalty: 604.703308
	Iteration 10Q: 3 clusters Score -33786.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33800.257812 Penalty: 604.703308
	Iteration 11Q: 3 clusters Score -33800.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33801.968750 Penalty: 604.703308
	Iteration 12Q: 3 clusters Score -33801.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33802.984375 Penalty: 604.703308
	Iteration 13Q: 3 clusters Score -33802.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33804.398438 Penalty: 604.703308
	Iteration 14Q: 3 clusters Score -33804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33805.449219 Penalty: 604.703308
	Iteration 15Q: 3 clusters Score -33805.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33805.644531 Penalty: 604.703308
	Iteration 16Q: 3 clusters Score -33805.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33806.035156 Penalty: 604.703308
	Iteration 17Q: 3 clusters Score -33806.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33806.539062 Penalty: 604.703308
	Iteration 18Q: 3 clusters Score -33806.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33806.917969 Penalty: 604.703308
	Iteration 19F: 3 clusters Score -33806.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33808.105469 Penalty: 604.703308
	Iteration 20F: 3 clusters Score -33808.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 1617 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 275 members 
Entering Unmasked Estep 
Score: -53247424.000000 Penalty: 21206.328125
Splitting cluster 16 changes total score from -53233364.000000 to -53247424.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -291941.468750 Penalty: 386.464264
	Iteration 0F: 2 clusters Score -291941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -288612.906250 Penalty: 772.928528
	Iteration 0F: 3 clusters Score -288612.9 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -289855.093750 Penalty: 772.928528
	Iteration 1F: 3 clusters Score -289855.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -290070.406250 Penalty: 772.928528
	Iteration 2F: 3 clusters Score -290070.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -290337.968750 Penalty: 772.928528
	Iteration 3F: 3 clusters Score -290338 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -290644.750000 Penalty: 772.928528
	Iteration 4F: 3 clusters Score -290644.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -290924.437500 Penalty: 772.928528
	Iteration 5F: 3 clusters Score -290924.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -291123.156250 Penalty: 772.928528
	Iteration 6F: 3 clusters Score -291123.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -291210.593750 Penalty: 772.928528
	Iteration 7Q: 3 clusters Score -291210.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -291242.531250 Penalty: 772.928528
	Iteration 8Q: 3 clusters Score -291242.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -291255.281250 Penalty: 772.928528
	Iteration 9Q: 3 clusters Score -291255.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -291263.812500 Penalty: 772.928528
	Iteration 10Q: 3 clusters Score -291263.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -291271.437500 Penalty: 772.928528
	Iteration 11Q: 3 clusters Score -291271.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -291278.875000 Penalty: 772.928528
	Iteration 12Q: 3 clusters Score -291278.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -291283.312500 Penalty: 772.928528
	Iteration 13Q: 3 clusters Score -291283.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -291286.093750 Penalty: 772.928528
	Iteration 14Q: 3 clusters Score -291286.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -291288.937500 Penalty: 772.928528
	Iteration 15Q: 3 clusters Score -291288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -291293.125000 Penalty: 772.928528
	Iteration 16Q: 3 clusters Score -291293.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -291296.750000 Penalty: 772.928528
	Iteration 17Q: 3 clusters Score -291296.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -291299.125000 Penalty: 772.928528
	Iteration 18Q: 3 clusters Score -291299.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -291300.468750 Penalty: 772.928528
	Iteration 19Q: 3 clusters Score -291300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -291301.000000 Penalty: 772.928528
	Iteration 20F: 3 clusters Score -291301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -291302.593750 Penalty: 772.928528
	Iteration 21Q: 3 clusters Score -291302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -291302.718750 Penalty: 772.928528
	Iteration 22Q: 3 clusters Score -291302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -291303.281250 Penalty: 772.928528
	Iteration 23Q: 3 clusters Score -291303.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -291304.187500 Penalty: 772.928528
	Iteration 24Q: 3 clusters Score -291304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -291306.000000 Penalty: 772.928528
	Iteration 25Q: 3 clusters Score -291306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -291307.812500 Penalty: 772.928528
	Iteration 26Q: 3 clusters Score -291307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -291308.437500 Penalty: 772.928528
	Iteration 27Q: 3 clusters Score -291308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -291308.937500 Penalty: 772.928528
	Iteration 28Q: 3 clusters Score -291308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -291309.531250 Penalty: 772.928528
	Iteration 29Q: 3 clusters Score -291309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -291309.781250 Penalty: 772.928528
	Iteration 30Q: 3 clusters Score -291309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -291309.375000 Penalty: 772.928528
	Iteration 31Q: 3 clusters Score -291309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -291309.937500 Penalty: 772.928528
	Iteration 32Q: 3 clusters Score -291309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -291309.437500 Penalty: 772.928528
	Iteration 33Q: 3 clusters Score -291309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -291310.031250 Penalty: 772.928528
	Iteration 34Q: 3 clusters Score -291310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -291310.156250 Penalty: 772.928528
	Iteration 35Q: 3 clusters Score -291310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -291310.156250 Penalty: 772.928528
	Iteration 36F: 3 clusters Score -291310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (95938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Entering Unmasked Estep 
Score: -6004309.500000 Penalty: 521.951294
	Iteration 0F: 2 clusters Score -6004310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -5944280.500000 Penalty: 1043.902588
	Iteration 0F: 3 clusters Score -5944280 nChanged 46801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -5974081.000000 Penalty: 1043.902588
	Iteration 1F: 3 clusters Score -5974081 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5977122.000000 Penalty: 1043.902588
	Iteration 2F: 3 clusters Score -5977122 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -5981829.000000 Penalty: 1043.902588
	Iteration 3F: 3 clusters Score -5981829 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5987752.500000 Penalty: 1043.902588
	Iteration 4F: 3 clusters Score -5987752 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -5993906.000000 Penalty: 1043.902588
	Iteration 5F: 3 clusters Score -5993906 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5998607.500000 Penalty: 1043.902588
	Iteration 6F: 3 clusters Score -5998608 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6001074.500000 Penalty: 1043.902588
	Iteration 7Q: 3 clusters Score -6001074 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -6002112.000000 Penalty: 1043.902588
	Iteration 8Q: 3 clusters Score -6002112 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -6002674.500000 Penalty: 1043.902588
	Iteration 9Q: 3 clusters Score -6002674 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -6002965.500000 Penalty: 1043.902588
	Iteration 10Q: 3 clusters Score -6002966 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6003160.000000 Penalty: 1043.902588
	Iteration 11Q: 3 clusters Score -6003160 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -6003357.500000 Penalty: 1043.902588
	Iteration 12Q: 3 clusters Score -6003358 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -6003438.000000 Penalty: 1043.902588
	Iteration 13Q: 3 clusters Score -6003438 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -6003522.500000 Penalty: 1043.902588
	Iteration 14Q: 3 clusters Score -6003522 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -6003588.000000 Penalty: 1043.902588
	Iteration 15Q: 3 clusters Score -6003588 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6003651.500000 Penalty: 1043.902588
	Iteration 16Q: 3 clusters Score -6003652 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -6003701.000000 Penalty: 1043.902588
	Iteration 17Q: 3 clusters Score -6003701 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -6003777.000000 Penalty: 1043.902588
	Iteration 18Q: 3 clusters Score -6003777 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -6003848.500000 Penalty: 1043.902588
	Iteration 19Q: 3 clusters Score -6003848 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -6003951.500000 Penalty: 1043.902588
	Iteration 20F: 3 clusters Score -6003952 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -6003965.000000 Penalty: 1043.902588
	Iteration 21Q: 3 clusters Score -6003965 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -6004021.500000 Penalty: 1043.902588
	Iteration 22Q: 3 clusters Score -6004022 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -6004015.500000 Penalty: 1043.902588
	Iteration 23Q: 3 clusters Score -6004016 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -6004048.000000 Penalty: 1043.902588
	Iteration 24Q: 3 clusters Score -6004048 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -6004073.000000 Penalty: 1043.902588
	Iteration 25Q: 3 clusters Score -6004073 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -6004062.000000 Penalty: 1043.902588
	Iteration 26Q: 3 clusters Score -6004062 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -6004082.500000 Penalty: 1043.902588
	Iteration 27Q: 3 clusters Score -6004082 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -6004098.500000 Penalty: 1043.902588
	Iteration 28Q: 3 clusters Score -6004098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6004096.500000 Penalty: 1043.902588
	Iteration 29Q: 3 clusters Score -6004096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -6004074.000000 Penalty: 1043.902588
	Iteration 30Q: 3 clusters Score -6004074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -6004059.500000 Penalty: 1043.902588
	Iteration 31Q: 3 clusters Score -6004060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -6004073.500000 Penalty: 1043.902588
	Iteration 32Q: 3 clusters Score -6004074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -6004045.000000 Penalty: 1043.902588
	Iteration 33Q: 3 clusters Score -6004045 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -6004023.000000 Penalty: 1043.902588
	Iteration 34Q: 3 clusters Score -6004023 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -6004028.500000 Penalty: 1043.902588
	Iteration 35Q: 3 clusters Score -6004028 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6004052 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6004048 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6004040 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6004048 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6004041 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6004030 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6004024 nChanged 64
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Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87216 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6003988 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6003986 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6003980 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6003983 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87448 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6003988 nChanged 55
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Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6003972 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6003978 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6003987 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6003978 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6003976 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6003976 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6003981.500000 Penalty: 1043.902588
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6003985 nChanged 42
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Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6003976 nChanged 33
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Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6003970 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6003965 nChanged 40
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Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88022 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6003961 nChanged 34
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Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6003952 nChanged 31
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6003949 nChanged 45
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6003946 nChanged 38
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6003941 nChanged 33
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Mstep: Class 1 contains 88177 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6003948 nChanged 31
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Mstep: Class 1 contains 88208 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6003942 nChanged 31
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Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6003939 nChanged 29
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Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6003937 nChanged 30
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Mstep: Class 1 contains 88292 members 
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Entering Unmasked Estep 
Score: -6003933.500000 Penalty: 1043.902588
	Iteration 72Q: 3 clusters Score -6003934 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6003919 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6003916 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88366 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6003912 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88384 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6003924 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88397 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6003918 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6003920 nChanged 21
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Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6003918 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -6003921.000000 Penalty: 1043.902588
	Iteration 80F: 3 clusters Score -6003921 nChanged 30
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Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6003921 nChanged 31
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Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6003924 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6003907 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6003908 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88619 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6003908 nChanged 50
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Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6003908 nChanged 48
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Mstep: Class 1 contains 88703 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6003898 nChanged 43
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Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6003904 nChanged 40
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6003902 nChanged 44
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Mstep: Class 1 contains 88820 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6003895 nChanged 25
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Mstep: Class 1 contains 88845 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6003904 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6003895 nChanged 29
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Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6003894 nChanged 22
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Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6003890 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88932 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6003882 nChanged 21
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6003887 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 6963 members 
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	Iteration 97Q: 3 clusters Score -6003883 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88993 members 
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	Iteration 98Q: 3 clusters Score -6003887 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 6917 members 
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	Iteration 99Q: 3 clusters Score -6003891 nChanged 26
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Mstep: Class 1 contains 89045 members 
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	Iteration 100F: 3 clusters Score -6003894 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6003907 nChanged 24
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Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6003906 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6003912 nChanged 22
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Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6003919 nChanged 25
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Mstep: Class 1 contains 89157 members 
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Score: -6003914.500000 Penalty: 1043.902588
	Iteration 105Q: 3 clusters Score -6003914 nChanged 17
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Mstep: Class 1 contains 89172 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6003910 nChanged 21
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Mstep: Class 1 contains 89191 members 
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	Iteration 107Q: 3 clusters Score -6003912 nChanged 20
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Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6003912 nChanged 27
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Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6003910 nChanged 22
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Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6003906 nChanged 21
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Mstep: Class 1 contains 89281 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6003906 nChanged 23
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Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6003914 nChanged 23
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Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6003906 nChanged 35
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Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6003926 nChanged 36
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Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6003915 nChanged 35
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	Iteration 116Q: 3 clusters Score -6003910 nChanged 52
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Mstep: Class 1 contains 89469 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6003928 nChanged 51
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6003940 nChanged 48
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Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6003929 nChanged 43
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Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6003941.500000 Penalty: 1043.902588
	Iteration 120F: 3 clusters Score -6003942 nChanged 39
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Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6003938 nChanged 32
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Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6003945 nChanged 36
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Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6003948 nChanged 31
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Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6003944 nChanged 22
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Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6003952 nChanged 18
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Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6003955 nChanged 18
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Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -6003958.000000 Penalty: 1043.902588
	Iteration 127Q: 3 clusters Score -6003958 nChanged 19
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Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6003962.500000 Penalty: 1043.902588
	Iteration 128Q: 3 clusters Score -6003962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -6003954.500000 Penalty: 1043.902588
	Iteration 129Q: 3 clusters Score -6003954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -6003954.000000 Penalty: 1043.902588
	Iteration 130Q: 3 clusters Score -6003954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -6003960.500000 Penalty: 1043.902588
	Iteration 131Q: 3 clusters Score -6003960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6003961.500000 Penalty: 1043.902588
	Iteration 132Q: 3 clusters Score -6003962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -6003962.000000 Penalty: 1043.902588
	Iteration 133Q: 3 clusters Score -6003962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -6003969.000000 Penalty: 1043.902588
	Iteration 134Q: 3 clusters Score -6003969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -6003967.000000 Penalty: 1043.902588
	Iteration 135Q: 3 clusters Score -6003967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -6003963.000000 Penalty: 1043.902588
	Iteration 136Q: 3 clusters Score -6003963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6003972.500000 Penalty: 1043.902588
	Iteration 137Q: 3 clusters Score -6003972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -6003965.500000 Penalty: 1043.902588
	Iteration 138Q: 3 clusters Score -6003966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -6003978.500000 Penalty: 1043.902588
	Iteration 139Q: 3 clusters Score -6003978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -6003978.000000 Penalty: 1043.902588
	Iteration 140F: 3 clusters Score -6003978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -6003967.000000 Penalty: 1043.902588
	Iteration 141Q: 3 clusters Score -6003967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -6003959.000000 Penalty: 1043.902588
	Iteration 142Q: 3 clusters Score -6003959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -6003945.500000 Penalty: 1043.902588
	Iteration 143Q: 3 clusters Score -6003946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6003939.000000 Penalty: 1043.902588
	Iteration 144Q: 3 clusters Score -6003939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -6003946.500000 Penalty: 1043.902588
	Iteration 145Q: 3 clusters Score -6003946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6003947.500000 Penalty: 1043.902588
	Iteration 146Q: 3 clusters Score -6003948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -6003940.500000 Penalty: 1043.902588
	Iteration 147Q: 3 clusters Score -6003940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6003936.500000 Penalty: 1043.902588
	Iteration 148Q: 3 clusters Score -6003936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -6003935.500000 Penalty: 1043.902588
	Iteration 149Q: 3 clusters Score -6003936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90321 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -6003933.500000 Penalty: 1043.902588
	Iteration 150Q: 3 clusters Score -6003934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -6003936.000000 Penalty: 1043.902588
	Iteration 151Q: 3 clusters Score -6003936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6003942.500000 Penalty: 1043.902588
	Iteration 152Q: 3 clusters Score -6003942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -6003957.000000 Penalty: 1043.902588
	Iteration 153Q: 3 clusters Score -6003957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6003962.500000 Penalty: 1043.902588
	Iteration 154Q: 3 clusters Score -6003962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6003957.500000 Penalty: 1043.902588
	Iteration 155Q: 3 clusters Score -6003958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -6003949.000000 Penalty: 1043.902588
	Iteration 156Q: 3 clusters Score -6003949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -6003944.000000 Penalty: 1043.902588
	Iteration 157Q: 3 clusters Score -6003944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6003950.000000 Penalty: 1043.902588
	Iteration 158Q: 3 clusters Score -6003950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -6003943.500000 Penalty: 1043.902588
	Iteration 159Q: 3 clusters Score -6003944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6003944.000000 Penalty: 1043.902588
	Iteration 160F: 3 clusters Score -6003944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -6003948.500000 Penalty: 1043.902588
	Iteration 161Q: 3 clusters Score -6003948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6003954.500000 Penalty: 1043.902588
	Iteration 162Q: 3 clusters Score -6003954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -6003961.000000 Penalty: 1043.902588
	Iteration 163Q: 3 clusters Score -6003961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6003967.000000 Penalty: 1043.902588
	Iteration 164Q: 3 clusters Score -6003967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -6003966.000000 Penalty: 1043.902588
	Iteration 165Q: 3 clusters Score -6003966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6003973.000000 Penalty: 1043.902588
	Iteration 166Q: 3 clusters Score -6003973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -6003964.000000 Penalty: 1043.902588
	Iteration 167Q: 3 clusters Score -6003964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -6003969.500000 Penalty: 1043.902588
	Iteration 168Q: 3 clusters Score -6003970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -6003966.000000 Penalty: 1043.902588
	Iteration 169Q: 3 clusters Score -6003966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6003967.000000 Penalty: 1043.902588
	Iteration 170Q: 3 clusters Score -6003967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -6003970.000000 Penalty: 1043.902588
	Iteration 171Q: 3 clusters Score -6003970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -6003964.000000 Penalty: 1043.902588
	Iteration 172Q: 3 clusters Score -6003964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6003969.500000 Penalty: 1043.902588
	Iteration 173Q: 3 clusters Score -6003970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6003969.000000 Penalty: 1043.902588
	Iteration 174Q: 3 clusters Score -6003969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -6003964.500000 Penalty: 1043.902588
	Iteration 175Q: 3 clusters Score -6003964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -6003963.500000 Penalty: 1043.902588
	Iteration 176Q: 3 clusters Score -6003964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6003956.000000 Penalty: 1043.902588
	Iteration 177Q: 3 clusters Score -6003956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -6003956.000000 Penalty: 1043.902588
	Iteration 178Q: 3 clusters Score -6003956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6003958.000000 Penalty: 1043.902588
	Iteration 179Q: 3 clusters Score -6003958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6003952.000000 Penalty: 1043.902588
	Iteration 180F: 3 clusters Score -6003952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6003950.500000 Penalty: 1043.902588
	Iteration 181Q: 3 clusters Score -6003950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6003945.000000 Penalty: 1043.902588
	Iteration 182Q: 3 clusters Score -6003945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6003943.500000 Penalty: 1043.902588
	Iteration 183Q: 3 clusters Score -6003944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6003945.500000 Penalty: 1043.902588
	Iteration 184Q: 3 clusters Score -6003946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -6003939.500000 Penalty: 1043.902588
	Iteration 185Q: 3 clusters Score -6003940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6003940.500000 Penalty: 1043.902588
	Iteration 186Q: 3 clusters Score -6003940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -6003935.000000 Penalty: 1043.902588
	Iteration 187Q: 3 clusters Score -6003935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6003934.500000 Penalty: 1043.902588
	Iteration 188Q: 3 clusters Score -6003934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -6003937.000000 Penalty: 1043.902588
	Iteration 189Q: 3 clusters Score -6003937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -6003931.500000 Penalty: 1043.902588
	Iteration 190Q: 3 clusters Score -6003932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6003937.500000 Penalty: 1043.902588
	Iteration 191Q: 3 clusters Score -6003938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6003935.500000 Penalty: 1043.902588
	Iteration 192Q: 3 clusters Score -6003936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6003935.500000 Penalty: 1043.902588
	Iteration 193F: 3 clusters Score -6003936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Entering Unmasked Estep 
Score: -4060947.250000 Penalty: 505.048492
	Iteration 0F: 2 clusters Score -4060947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4016654.250000 Penalty: 1010.096985
	Iteration 0F: 3 clusters Score -4016654 nChanged 31951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4035845.000000 Penalty: 1010.096985
	Iteration 1F: 3 clusters Score -4035845 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4037170.500000 Penalty: 1010.096985
	Iteration 2Q: 3 clusters Score -4037170 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -4039267.500000 Penalty: 1010.096985
	Iteration 3F: 3 clusters Score -4039268 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -4042492.000000 Penalty: 1010.096985
	Iteration 4F: 3 clusters Score -4042492 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -4046694.250000 Penalty: 1010.096985
	Iteration 5F: 3 clusters Score -4046694 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -4050720.000000 Penalty: 1010.096985
	Iteration 6F: 3 clusters Score -4050720 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -4053317.000000 Penalty: 1010.096985
	Iteration 7Q: 3 clusters Score -4053317 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -4054651.250000 Penalty: 1010.096985
	Iteration 8Q: 3 clusters Score -4054651 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -4055494.000000 Penalty: 1010.096985
	Iteration 9Q: 3 clusters Score -4055494 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -4056160.250000 Penalty: 1010.096985
	Iteration 10Q: 3 clusters Score -4056160 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -4056815.250000 Penalty: 1010.096985
	Iteration 11Q: 3 clusters Score -4056815 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -4057452.000000 Penalty: 1010.096985
	Iteration 12Q: 3 clusters Score -4057452 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -4057977.000000 Penalty: 1010.096985
	Iteration 13Q: 3 clusters Score -4057977 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -4058391.250000 Penalty: 1010.096985
	Iteration 14Q: 3 clusters Score -4058391 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -4058693.250000 Penalty: 1010.096985
	Iteration 15Q: 3 clusters Score -4058693 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -4058965.250000 Penalty: 1010.096985
	Iteration 16Q: 3 clusters Score -4058965 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -4059156.000000 Penalty: 1010.096985
	Iteration 17Q: 3 clusters Score -4059156 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -4059324.000000 Penalty: 1010.096985
	Iteration 18Q: 3 clusters Score -4059324 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -4059474.500000 Penalty: 1010.096985
	Iteration 19Q: 3 clusters Score -4059474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -4059564.250000 Penalty: 1010.096985
	Iteration 20F: 3 clusters Score -4059564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -4059660.250000 Penalty: 1010.096985
	Iteration 21Q: 3 clusters Score -4059660 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -4059733.750000 Penalty: 1010.096985
	Iteration 22Q: 3 clusters Score -4059734 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -4059820.000000 Penalty: 1010.096985
	Iteration 23Q: 3 clusters Score -4059820 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -4059881.750000 Penalty: 1010.096985
	Iteration 24Q: 3 clusters Score -4059882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -4059940.250000 Penalty: 1010.096985
	Iteration 25Q: 3 clusters Score -4059940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -4060013.250000 Penalty: 1010.096985
	Iteration 26Q: 3 clusters Score -4060013 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -4060066.500000 Penalty: 1010.096985
	Iteration 27Q: 3 clusters Score -4060066 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -4060119.000000 Penalty: 1010.096985
	Iteration 28Q: 3 clusters Score -4060119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -4060160.750000 Penalty: 1010.096985
	Iteration 29Q: 3 clusters Score -4060161 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -4060195.250000 Penalty: 1010.096985
	Iteration 30Q: 3 clusters Score -4060195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -4060236.000000 Penalty: 1010.096985
	Iteration 31Q: 3 clusters Score -4060236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -4060262.750000 Penalty: 1010.096985
	Iteration 32Q: 3 clusters Score -4060263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -4060305.500000 Penalty: 1010.096985
	Iteration 33Q: 3 clusters Score -4060306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -4060335.500000 Penalty: 1010.096985
	Iteration 34Q: 3 clusters Score -4060336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -4060349.250000 Penalty: 1010.096985
	Iteration 35Q: 3 clusters Score -4060349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -4060371.750000 Penalty: 1010.096985
	Iteration 36Q: 3 clusters Score -4060372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -4060385.750000 Penalty: 1010.096985
	Iteration 37Q: 3 clusters Score -4060386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -4060413.250000 Penalty: 1010.096985
	Iteration 38Q: 3 clusters Score -4060413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -4060417.750000 Penalty: 1010.096985
	Iteration 39Q: 3 clusters Score -4060418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -4060428.750000 Penalty: 1010.096985
	Iteration 40F: 3 clusters Score -4060429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -4060430.500000 Penalty: 1010.096985
	Iteration 41Q: 3 clusters Score -4060430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -4060445.750000 Penalty: 1010.096985
	Iteration 42Q: 3 clusters Score -4060446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -4060454.250000 Penalty: 1010.096985
	Iteration 43Q: 3 clusters Score -4060454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -4060471.750000 Penalty: 1010.096985
	Iteration 44Q: 3 clusters Score -4060472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -4060496.500000 Penalty: 1010.096985
	Iteration 45Q: 3 clusters Score -4060496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -4060519.250000 Penalty: 1010.096985
	Iteration 46Q: 3 clusters Score -4060519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -4060536.250000 Penalty: 1010.096985
	Iteration 47Q: 3 clusters Score -4060536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -4060549.500000 Penalty: 1010.096985
	Iteration 48Q: 3 clusters Score -4060550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 65742 members 
Entering Unmasked Estep 
Score: -4060563.750000 Penalty: 1010.096985
	Iteration 49Q: 3 clusters Score -4060564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -4060570.500000 Penalty: 1010.096985
	Iteration 50Q: 3 clusters Score -4060570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -4060576.500000 Penalty: 1010.096985
	Iteration 51Q: 3 clusters Score -4060576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -4060579.500000 Penalty: 1010.096985
	Iteration 52Q: 3 clusters Score -4060580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -4060586.250000 Penalty: 1010.096985
	Iteration 53Q: 3 clusters Score -4060586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -4060588.750000 Penalty: 1010.096985
	Iteration 54Q: 3 clusters Score -4060589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -4060590.500000 Penalty: 1010.096985
	Iteration 55Q: 3 clusters Score -4060590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -4060591.250000 Penalty: 1010.096985
	Iteration 56Q: 3 clusters Score -4060591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -4060591.500000 Penalty: 1010.096985
	Iteration 57Q: 3 clusters Score -4060592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -4060591.500000 Penalty: 1010.096985
	Iteration 58Q: 3 clusters Score -4060592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -4060593.250000 Penalty: 1010.096985
	Iteration 59Q: 3 clusters Score -4060593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -4060594.750000 Penalty: 1010.096985
	Iteration 60F: 3 clusters Score -4060595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -4060594.250000 Penalty: 1010.096985
	Iteration 61Q: 3 clusters Score -4060594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -4060593.000000 Penalty: 1010.096985
	Iteration 62Q: 3 clusters Score -4060593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -4060596.750000 Penalty: 1010.096985
	Iteration 63Q: 3 clusters Score -4060597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -4060597.750000 Penalty: 1010.096985
	Iteration 64Q: 3 clusters Score -4060598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -4060599.750000 Penalty: 1010.096985
	Iteration 65Q: 3 clusters Score -4060600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -4060599.500000 Penalty: 1010.096985
	Iteration 66Q: 3 clusters Score -4060600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -4060598.750000 Penalty: 1010.096985
	Iteration 67Q: 3 clusters Score -4060599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -4060600.250000 Penalty: 1010.096985
	Iteration 68Q: 3 clusters Score -4060600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -4060601.000000 Penalty: 1010.096985
	Iteration 69Q: 3 clusters Score -4060601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -4060599.000000 Penalty: 1010.096985
	Iteration 70Q: 3 clusters Score -4060599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -4060607.750000 Penalty: 1010.096985
	Iteration 71Q: 3 clusters Score -4060608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -4060606.500000 Penalty: 1010.096985
	Iteration 72Q: 3 clusters Score -4060606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -4060608.250000 Penalty: 1010.096985
	Iteration 73Q: 3 clusters Score -4060608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -4060608.250000 Penalty: 1010.096985
	Iteration 74F: 3 clusters Score -4060608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -92024.023438 Penalty: 336.168915
	Iteration 0F: 2 clusters Score -92024.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -90872.117188 Penalty: 672.337830
	Iteration 0F: 3 clusters Score -90872.12 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -91803.023438 Penalty: 672.337830
	Iteration 1F: 3 clusters Score -91803.02 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92049.210938 Penalty: 672.337830
	Iteration 2F: 3 clusters Score -92049.21 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -92252.726562 Penalty: 672.337830
	Iteration 3F: 3 clusters Score -92252.73 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -92371.429688 Penalty: 672.337830
	Iteration 4F: 3 clusters Score -92371.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -92417.671875 Penalty: 672.337830
	Iteration 5Q: 3 clusters Score -92417.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -92439.312500 Penalty: 672.337830
	Iteration 6Q: 3 clusters Score -92439.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -92453.390625 Penalty: 672.337830
	Iteration 7Q: 3 clusters Score -92453.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -92463.648438 Penalty: 672.337830
	Iteration 8Q: 3 clusters Score -92463.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -92469.945312 Penalty: 672.337830
	Iteration 9Q: 3 clusters Score -92469.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -92475.210938 Penalty: 672.337830
	Iteration 10Q: 3 clusters Score -92475.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -92478.453125 Penalty: 672.337830
	Iteration 11Q: 3 clusters Score -92478.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -92489.531250 Penalty: 672.337830
	Iteration 12Q: 3 clusters Score -92489.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -92497.367188 Penalty: 672.337830
	Iteration 13Q: 3 clusters Score -92497.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -92523.953125 Penalty: 672.337830
	Iteration 14Q: 3 clusters Score -92523.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -92540.492188 Penalty: 672.337830
	Iteration 15Q: 3 clusters Score -92540.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -92548.828125 Penalty: 672.337830
	Iteration 16Q: 3 clusters Score -92548.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -92560.132812 Penalty: 672.337830
	Iteration 17Q: 3 clusters Score -92560.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -92566.203125 Penalty: 672.337830
	Iteration 18Q: 3 clusters Score -92566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -92571.562500 Penalty: 672.337830
	Iteration 19Q: 3 clusters Score -92571.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -92582.828125 Penalty: 672.337830
	Iteration 20F: 3 clusters Score -92582.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -92584.390625 Penalty: 672.337830
	Iteration 21Q: 3 clusters Score -92584.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -92589.929688 Penalty: 672.337830
	Iteration 22Q: 3 clusters Score -92589.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -92590.875000 Penalty: 672.337830
	Iteration 23Q: 3 clusters Score -92590.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -92590.515625 Penalty: 672.337830
	Iteration 24Q: 3 clusters Score -92590.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -92590.640625 Penalty: 672.337830
	Iteration 25Q: 3 clusters Score -92590.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -92593.851562 Penalty: 672.337830
	Iteration 26Q: 3 clusters Score -92593.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -92592.820312 Penalty: 672.337830
	Iteration 27Q: 3 clusters Score -92592.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -92592.632812 Penalty: 672.337830
	Iteration 28Q: 3 clusters Score -92592.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -92592.632812 Penalty: 672.337830
	Iteration 29F: 3 clusters Score -92592.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 1337 members 
Entering Unmasked Estep 
Score: -53247708.000000 Penalty: 21830.042969
Splitting cluster 20 changes total score from -53233364.000000 to -53247708.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -80111.007812 Penalty: 329.416931
	Iteration 0F: 2 clusters Score -80111.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -79098.265625 Penalty: 658.833862
	Iteration 0F: 3 clusters Score -79098.27 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -80175.156250 Penalty: 658.833862
	Iteration 1F: 3 clusters Score -80175.16 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -80948.734375 Penalty: 658.833862
	Iteration 2F: 3 clusters Score -80948.73 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -81398.765625 Penalty: 658.833862
	Iteration 3F: 3 clusters Score -81398.77 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81662.945312 Penalty: 658.833862
	Iteration 4F: 3 clusters Score -81662.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81752.328125 Penalty: 658.833862
	Iteration 5Q: 3 clusters Score -81752.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81759.765625 Penalty: 658.833862
	Iteration 6Q: 3 clusters Score -81759.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81764.000000 Penalty: 658.833862
	Iteration 7Q: 3 clusters Score -81764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -81765.585938 Penalty: 658.833862
	Iteration 8Q: 3 clusters Score -81765.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81765.898438 Penalty: 658.833862
	Iteration 9Q: 3 clusters Score -81765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -81765.898438 Penalty: 658.833862
	Iteration 10F: 3 clusters Score -81765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 805 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 1337 members 
Mstep: Class 36 contains 589 members 
Entering Unmasked Estep 
Score: -53249132.000000 Penalty: 22453.759766
Splitting cluster 21 changes total score from -53233364.000000 to -53249132.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -13910.182617 Penalty: 291.513031
	Iteration 0F: 2 clusters Score -13910.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13484.930664 Penalty: 583.026062
	Iteration 0F: 3 clusters Score -13484.93 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14131.601562 Penalty: 583.026062
	Iteration 1F: 3 clusters Score -14131.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14525.028320 Penalty: 583.026062
	Iteration 2F: 3 clusters Score -14525.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14781.830078 Penalty: 583.026062
	Iteration 3F: 3 clusters Score -14781.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14897.277344 Penalty: 583.026062
	Iteration 4Q: 3 clusters Score -14897.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14959.939453 Penalty: 583.026062
	Iteration 5Q: 3 clusters Score -14959.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15006.688477 Penalty: 583.026062
	Iteration 6Q: 3 clusters Score -15006.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15036.328125 Penalty: 583.026062
	Iteration 7Q: 3 clusters Score -15036.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15053.195312 Penalty: 583.026062
	Iteration 8Q: 3 clusters Score -15053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15062.377930 Penalty: 583.026062
	Iteration 9Q: 3 clusters Score -15062.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15064.692383 Penalty: 583.026062
	Iteration 10Q: 3 clusters Score -15064.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15066.319336 Penalty: 583.026062
	Iteration 11Q: 3 clusters Score -15066.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15068.487305 Penalty: 583.026062
	Iteration 12Q: 3 clusters Score -15068.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15069.392578 Penalty: 583.026062
	Iteration 13Q: 3 clusters Score -15069.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15071.602539 Penalty: 583.026062
	Iteration 14Q: 3 clusters Score -15071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15072.134766 Penalty: 583.026062
	Iteration 15Q: 3 clusters Score -15072.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15072.570312 Penalty: 583.026062
	Iteration 16Q: 3 clusters Score -15072.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15072.570312 Penalty: 583.026062
	Iteration 17F: 3 clusters Score -15072.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 805 members 
Mstep: Class 22 contains 275 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 1337 members 
Mstep: Class 36 contains 589 members 
Mstep: Class 37 contains 331 members 
Entering Unmasked Estep 
Score: -53250000.000000 Penalty: 23077.474609
Splitting cluster 22 changes total score from -53233364.000000 to -53250000.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (6922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Entering Unmasked Estep 
Score: -435165.437500 Penalty: 402.331909
	Iteration 0F: 2 clusters Score -435165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -430568.250000 Penalty: 804.663818
	Iteration 0F: 3 clusters Score -430568.2 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -432460.125000 Penalty: 804.663818
	Iteration 1F: 3 clusters Score -432460.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -432897.687500 Penalty: 804.663818
	Iteration 2F: 3 clusters Score -432897.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -433499.125000 Penalty: 804.663818
	Iteration 3F: 3 clusters Score -433499.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -434085.437500 Penalty: 804.663818
	Iteration 4F: 3 clusters Score -434085.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -434479.468750 Penalty: 804.663818
	Iteration 5F: 3 clusters Score -434479.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -434690.875000 Penalty: 804.663818
	Iteration 6Q: 3 clusters Score -434690.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -434783.250000 Penalty: 804.663818
	Iteration 7Q: 3 clusters Score -434783.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -434837.593750 Penalty: 804.663818
	Iteration 8Q: 3 clusters Score -434837.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -434852.187500 Penalty: 804.663818
	Iteration 9Q: 3 clusters Score -434852.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -434865.062500 Penalty: 804.663818
	Iteration 10Q: 3 clusters Score -434865.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -434877.125000 Penalty: 804.663818
	Iteration 11Q: 3 clusters Score -434877.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -434883.500000 Penalty: 804.663818
	Iteration 12Q: 3 clusters Score -434883.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -434887.281250 Penalty: 804.663818
	Iteration 13Q: 3 clusters Score -434887.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -434892.781250 Penalty: 804.663818
	Iteration 14Q: 3 clusters Score -434892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -434894.312500 Penalty: 804.663818
	Iteration 15Q: 3 clusters Score -434894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -434895.906250 Penalty: 804.663818
	Iteration 16Q: 3 clusters Score -434895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -434896.781250 Penalty: 804.663818
	Iteration 17Q: 3 clusters Score -434896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -434897.781250 Penalty: 804.663818
	Iteration 18Q: 3 clusters Score -434897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -434898.250000 Penalty: 804.663818
	Iteration 19Q: 3 clusters Score -434898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -434899.750000 Penalty: 804.663818
	Iteration 20F: 3 clusters Score -434899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -434902.156250 Penalty: 804.663818
	Iteration 21Q: 3 clusters Score -434902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -434905.156250 Penalty: 804.663818
	Iteration 22Q: 3 clusters Score -434905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -434907.656250 Penalty: 804.663818
	Iteration 23Q: 3 clusters Score -434907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -434909.718750 Penalty: 804.663818
	Iteration 24Q: 3 clusters Score -434909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -434912.843750 Penalty: 804.663818
	Iteration 25Q: 3 clusters Score -434912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -434914.406250 Penalty: 804.663818
	Iteration 26Q: 3 clusters Score -434914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -434914.656250 Penalty: 804.663818
	Iteration 27Q: 3 clusters Score -434914.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -434914.656250 Penalty: 804.663818
	Iteration 28F: 3 clusters Score -434914.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -49029.488281 Penalty: 304.939209
	Iteration 0F: 2 clusters Score -49029.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -48319.199219 Penalty: 609.878418
	Iteration 0F: 3 clusters Score -48319.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -48483.769531 Penalty: 609.878418
	Iteration 1F: 3 clusters Score -48483.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48519.246094 Penalty: 609.878418
	Iteration 2F: 3 clusters Score -48519.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48563.000000 Penalty: 609.878418
	Iteration 3F: 3 clusters Score -48563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48603.609375 Penalty: 609.878418
	Iteration 4F: 3 clusters Score -48603.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48649.191406 Penalty: 609.878418
	Iteration 5F: 3 clusters Score -48649.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48693.531250 Penalty: 609.878418
	Iteration 6F: 3 clusters Score -48693.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -48730.070312 Penalty: 609.878418
	Iteration 7Q: 3 clusters Score -48730.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48756.769531 Penalty: 609.878418
	Iteration 8Q: 3 clusters Score -48756.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48769.656250 Penalty: 609.878418
	Iteration 9Q: 3 clusters Score -48769.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48780.738281 Penalty: 609.878418
	Iteration 10Q: 3 clusters Score -48780.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48787.484375 Penalty: 609.878418
	Iteration 11Q: 3 clusters Score -48787.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48796.324219 Penalty: 609.878418
	Iteration 12Q: 3 clusters Score -48796.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48807.546875 Penalty: 609.878418
	Iteration 13Q: 3 clusters Score -48807.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48819.792969 Penalty: 609.878418
	Iteration 14Q: 3 clusters Score -48819.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48826.085938 Penalty: 609.878418
	Iteration 15Q: 3 clusters Score -48826.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48829.730469 Penalty: 609.878418
	Iteration 16Q: 3 clusters Score -48829.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48835.074219 Penalty: 609.878418
	Iteration 17Q: 3 clusters Score -48835.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48841.046875 Penalty: 609.878418
	Iteration 18Q: 3 clusters Score -48841.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -48845.300781 Penalty: 609.878418
	Iteration 19Q: 3 clusters Score -48845.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48854.468750 Penalty: 609.878418
	Iteration 20F: 3 clusters Score -48854.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -48858.378906 Penalty: 609.878418
	Iteration 21Q: 3 clusters Score -48858.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -48860.449219 Penalty: 609.878418
	Iteration 22Q: 3 clusters Score -48860.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48861.062500 Penalty: 609.878418
	Iteration 23Q: 3 clusters Score -48861.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48861.062500 Penalty: 609.878418
	Iteration 24F: 3 clusters Score -48861.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Entering Unmasked Estep 
Score: -264949.625000 Penalty: 380.712158
	Iteration 0F: 2 clusters Score -264949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -262093.468750 Penalty: 761.424316
	Iteration 0F: 3 clusters Score -262093.5 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -263792.343750 Penalty: 761.424316
	Iteration 1F: 3 clusters Score -263792.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -264499.656250 Penalty: 761.424316
	Iteration 2F: 3 clusters Score -264499.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -265089.937500 Penalty: 761.424316
	Iteration 3F: 3 clusters Score -265089.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -265560.437500 Penalty: 761.424316
	Iteration 4F: 3 clusters Score -265560.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -265839.437500 Penalty: 761.424316
	Iteration 5F: 3 clusters Score -265839.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -266064.875000 Penalty: 761.424316
	Iteration 6F: 3 clusters Score -266064.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -266306.031250 Penalty: 761.424316
	Iteration 7Q: 3 clusters Score -266306 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -266529.687500 Penalty: 761.424316
	Iteration 8F: 3 clusters Score -266529.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -266669.937500 Penalty: 761.424316
	Iteration 9Q: 3 clusters Score -266669.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -266768.968750 Penalty: 761.424316
	Iteration 10Q: 3 clusters Score -266769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -266838.906250 Penalty: 761.424316
	Iteration 11Q: 3 clusters Score -266838.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -266883.187500 Penalty: 761.424316
	Iteration 12Q: 3 clusters Score -266883.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -266906.406250 Penalty: 761.424316
	Iteration 13Q: 3 clusters Score -266906.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -266922.906250 Penalty: 761.424316
	Iteration 14Q: 3 clusters Score -266922.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -266936.562500 Penalty: 761.424316
	Iteration 15Q: 3 clusters Score -266936.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -266942.125000 Penalty: 761.424316
	Iteration 16Q: 3 clusters Score -266942.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -266945.687500 Penalty: 761.424316
	Iteration 17Q: 3 clusters Score -266945.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -266949.250000 Penalty: 761.424316
	Iteration 18Q: 3 clusters Score -266949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -266951.968750 Penalty: 761.424316
	Iteration 19Q: 3 clusters Score -266952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -266952.531250 Penalty: 761.424316
	Iteration 20F: 3 clusters Score -266952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -266953.312500 Penalty: 761.424316
	Iteration 21Q: 3 clusters Score -266953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -266953.500000 Penalty: 761.424316
	Iteration 22Q: 3 clusters Score -266953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -266952.656250 Penalty: 761.424316
	Iteration 23Q: 3 clusters Score -266952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -266954.531250 Penalty: 761.424316
	Iteration 24Q: 3 clusters Score -266954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -266955.500000 Penalty: 761.424316
	Iteration 25Q: 3 clusters Score -266955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -266955.625000 Penalty: 761.424316
	Iteration 26Q: 3 clusters Score -266955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -266955.343750 Penalty: 761.424316
	Iteration 27Q: 3 clusters Score -266955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -266954.875000 Penalty: 761.424316
	Iteration 28Q: 3 clusters Score -266954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -266955.656250 Penalty: 761.424316
	Iteration 29Q: 3 clusters Score -266955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -266955.656250 Penalty: 761.424316
	Iteration 30F: 3 clusters Score -266955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 805 members 
Mstep: Class 22 contains 275 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 1214 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 860 members 
Mstep: Class 28 contains 91848 members 
Mstep: Class 29 contains 844 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 130488 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 1337 members 
Mstep: Class 36 contains 589 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 3090 members 
Entering Unmasked Estep 
Score: -53251740.000000 Penalty: 23701.189453
Splitting cluster 25 changes total score from -53233364.000000 to -53251740.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92019 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 114946 members 
Mstep: Class 5 contains 25685 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 430 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 702 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 66031 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 95938 members 
Mstep: Class 19 contains 66169 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 805 members 
Mstep: Class 22 contains 275 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53253800.000000 Penalty: 23701.189453
Iteration 79Q: 39 clusters Score -5.32538e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 92105 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 117109 members 
Mstep: Class 5 contains 26861 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 84080 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 66242 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 3467 members 
Mstep: Class 15 contains 87999 members 
Mstep: Class 16 contains 500 members 
Mstep: Class 17 contains 4831 members 
Mstep: Class 18 contains 96178 members 
Mstep: Class 19 contains 65929 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 854 members 
Mstep: Class 28 contains 91151 members 
Mstep: Class 29 contains 810 members 
Mstep: Class 30 contains 2133 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 32 contains 127250 members 
Mstep: Class 33 contains 1092 members 
Mstep: Class 34 contains 262 members 
Mstep: Class 35 contains 1287 members 
Mstep: Class 36 contains 577 members 
Mstep: Class 37 contains 329 members 
Mstep: Class 38 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53255240.000000 Penalty: 23701.189453
Iteration 80F: 39 clusters Score -5.325524e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 92127 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 119026 members 
Mstep: Class 5 contains 28180 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 83963 members 
Mstep: Class 10 contains 712 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 66236 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 87504 members 
Mstep: Class 16 contains 493 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 96361 members 
Mstep: Class 19 contains 65607 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 6839 members 
Mstep: Class 24 contains 795 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 90971 members 
Mstep: Class 29 contains 792 members 
Mstep: Class 30 contains 2135 members 
Mstep: Class 31 contains 1255 members 
Mstep: Class 32 contains 124894 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 266 members 
Mstep: Class 35 contains 1271 members 
Mstep: Class 36 contains 583 members 
Mstep: Class 37 contains 345 members 
Mstep: Class 38 contains 3096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53256400.000000 Penalty: 23701.189453
Iteration 81Q: 39 clusters Score -5.32564e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 92138 members 
Mstep: Class 3 contains 5410 members 
Mstep: Class 4 contains 120796 members 
Mstep: Class 5 contains 29624 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 83945 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 66343 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 86967 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 96538 members 
Mstep: Class 19 contains 65344 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 834 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 6788 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 941 members 
Mstep: Class 28 contains 90788 members 
Mstep: Class 29 contains 770 members 
Mstep: Class 30 contains 2131 members 
Mstep: Class 31 contains 1257 members 
Mstep: Class 32 contains 122399 members 
Mstep: Class 33 contains 1100 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 1260 members 
Mstep: Class 36 contains 586 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 3107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257212.000000 Penalty: 23701.189453
Iteration 82Q: 39 clusters Score -5.325721e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92164 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 122373 members 
Mstep: Class 5 contains 31152 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 83948 members 
Mstep: Class 10 contains 712 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 66481 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 86365 members 
Mstep: Class 16 contains 486 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 18 contains 96605 members 
Mstep: Class 19 contains 65112 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 835 members 
Mstep: Class 22 contains 339 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 1320 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 90673 members 
Mstep: Class 29 contains 741 members 
Mstep: Class 30 contains 2128 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 119962 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 273 members 
Mstep: Class 35 contains 1255 members 
Mstep: Class 36 contains 587 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 3116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53256868.000000 Penalty: 23701.189453
Iteration 83Q: 39 clusters Score -5.325687e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 92180 members 
Mstep: Class 3 contains 5554 members 
Mstep: Class 4 contains 123850 members 
Mstep: Class 5 contains 32598 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83936 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 66561 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 85791 members 
Mstep: Class 16 contains 486 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 96690 members 
Mstep: Class 19 contains 64905 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1338 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 980 members 
Mstep: Class 28 contains 90578 members 
Mstep: Class 29 contains 715 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 117675 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 274 members 
Mstep: Class 35 contains 1254 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 352 members 
Mstep: Class 38 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257188.000000 Penalty: 23701.189453
Iteration 84Q: 39 clusters Score -5.325719e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 92209 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 125261 members 
Mstep: Class 5 contains 34101 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83891 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 66662 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 85238 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4447 members 
Mstep: Class 18 contains 96816 members 
Mstep: Class 19 contains 64674 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 834 members 
Mstep: Class 22 contains 343 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 991 members 
Mstep: Class 28 contains 90469 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 2118 members 
Mstep: Class 31 contains 1260 members 
Mstep: Class 32 contains 115408 members 
Mstep: Class 33 contains 1097 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1257 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 354 members 
Mstep: Class 38 contains 3136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257604.000000 Penalty: 23701.189453
Iteration 85Q: 39 clusters Score -5.32576e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 92223 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 126497 members 
Mstep: Class 5 contains 35617 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 83929 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 66786 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 84674 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 96893 members 
Mstep: Class 19 contains 64414 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 6704 members 
Mstep: Class 24 contains 683 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 90322 members 
Mstep: Class 29 contains 693 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 113314 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1257 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257828.000000 Penalty: 23701.189453
Iteration 86Q: 39 clusters Score -5.325783e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 92237 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 127561 members 
Mstep: Class 5 contains 37175 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 83977 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 66857 members 
Mstep: Class 13 contains 3118 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 84163 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 96923 members 
Mstep: Class 19 contains 64107 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 342 members 
Mstep: Class 23 contains 6691 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 1310 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 90183 members 
Mstep: Class 29 contains 685 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 111394 members 
Mstep: Class 33 contains 1096 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1254 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258120.000000 Penalty: 23701.189453
Iteration 87Q: 39 clusters Score -5.325812e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 92296 members 
Mstep: Class 3 contains 5858 members 
Mstep: Class 4 contains 128457 members 
Mstep: Class 5 contains 38701 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 83983 members 
Mstep: Class 10 contains 717 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 66902 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 83642 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 96966 members 
Mstep: Class 19 contains 63806 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 340 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 703 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 90055 members 
Mstep: Class 29 contains 683 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 109647 members 
Mstep: Class 33 contains 1097 members 
Mstep: Class 34 contains 273 members 
Mstep: Class 35 contains 1252 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 3179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258212.000000 Penalty: 23701.189453
Iteration 88Q: 39 clusters Score -5.325821e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 92379 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 129256 members 
Mstep: Class 5 contains 40253 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 83980 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66933 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 83133 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 96966 members 
Mstep: Class 19 contains 63504 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 623 members 
Mstep: Class 25 contains 1297 members 
Mstep: Class 26 contains 704 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 90006 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 107942 members 
Mstep: Class 33 contains 1096 members 
Mstep: Class 34 contains 276 members 
Mstep: Class 35 contains 1252 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258516.000000 Penalty: 23701.189453
Iteration 89Q: 39 clusters Score -5.325852e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 92489 members 
Mstep: Class 3 contains 5946 members 
Mstep: Class 4 contains 129898 members 
Mstep: Class 5 contains 41810 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 83937 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66915 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 82660 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 96838 members 
Mstep: Class 19 contains 63211 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 603 members 
Mstep: Class 25 contains 1286 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 1055 members 
Mstep: Class 28 contains 90112 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 106431 members 
Mstep: Class 33 contains 1097 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 1255 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 355 members 
Mstep: Class 38 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258552.000000 Penalty: 23701.189453
Iteration 90Q: 39 clusters Score -5.325855e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 92568 members 
Mstep: Class 3 contains 5971 members 
Mstep: Class 4 contains 130403 members 
Mstep: Class 5 contains 43451 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 83918 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66795 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 82289 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 96601 members 
Mstep: Class 19 contains 62902 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 90299 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 105036 members 
Mstep: Class 33 contains 1103 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1259 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258984.000000 Penalty: 23701.189453
Iteration 91Q: 39 clusters Score -5.325898e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 92627 members 
Mstep: Class 3 contains 5988 members 
Mstep: Class 4 contains 130743 members 
Mstep: Class 5 contains 44971 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83887 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66721 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 3424 members 
Mstep: Class 15 contains 82047 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 96354 members 
Mstep: Class 19 contains 62580 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 586 members 
Mstep: Class 25 contains 1272 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 90533 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 103775 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1258 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259284.000000 Penalty: 23701.189453
Iteration 92Q: 39 clusters Score -5.325928e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 92681 members 
Mstep: Class 3 contains 5999 members 
Mstep: Class 4 contains 131048 members 
Mstep: Class 5 contains 46515 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83873 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66629 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 81865 members 
Mstep: Class 16 contains 486 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 96046 members 
Mstep: Class 19 contains 62233 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 1269 members 
Mstep: Class 26 contains 709 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 90783 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 102540 members 
Mstep: Class 33 contains 1100 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1261 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259196.000000 Penalty: 23701.189453
Iteration 93Q: 39 clusters Score -5.32592e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 92765 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 131182 members 
Mstep: Class 5 contains 48007 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83839 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66510 members 
Mstep: Class 13 contains 3477 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 81770 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 95664 members 
Mstep: Class 19 contains 61878 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6674 members 
Mstep: Class 24 contains 568 members 
Mstep: Class 25 contains 1264 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 91109 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 101446 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1265 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258992.000000 Penalty: 23701.189453
Iteration 94Q: 39 clusters Score -5.325899e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 92793 members 
Mstep: Class 3 contains 6056 members 
Mstep: Class 4 contains 131200 members 
Mstep: Class 5 contains 49524 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83873 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66393 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 81659 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 95258 members 
Mstep: Class 19 contains 61537 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 333 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1261 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 91449 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 100414 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 1269 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258928.000000 Penalty: 23701.189453
Iteration 95Q: 39 clusters Score -5.325893e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 92814 members 
Mstep: Class 3 contains 6075 members 
Mstep: Class 4 contains 131107 members 
Mstep: Class 5 contains 50957 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83907 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66297 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 81618 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 18 contains 94910 members 
Mstep: Class 19 contains 61179 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1257 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 1103 members 
Mstep: Class 28 contains 91751 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 99508 members 
Mstep: Class 33 contains 1095 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 1269 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258972.000000 Penalty: 23701.189453
Iteration 96Q: 39 clusters Score -5.325897e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 92852 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 130859 members 
Mstep: Class 5 contains 52383 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 522 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83921 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 66175 members 
Mstep: Class 13 contains 3629 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 15 contains 81641 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 94518 members 
Mstep: Class 19 contains 60867 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 558 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 710 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 92086 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 98723 members 
Mstep: Class 33 contains 1096 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 1270 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259132.000000 Penalty: 23701.189453
Iteration 97Q: 39 clusters Score -5.325913e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 92904 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 130498 members 
Mstep: Class 5 contains 53801 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83942 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65992 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 81712 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 94159 members 
Mstep: Class 19 contains 60530 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 553 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 92427 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 98070 members 
Mstep: Class 33 contains 1100 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 1271 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 356 members 
Mstep: Class 38 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259088.000000 Penalty: 23701.189453
Iteration 98Q: 39 clusters Score -5.325909e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 92966 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 130030 members 
Mstep: Class 5 contains 55201 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83937 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65842 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 81804 members 
Mstep: Class 16 contains 488 members 
Mstep: Class 17 contains 4074 members 
Mstep: Class 18 contains 93762 members 
Mstep: Class 19 contains 60181 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 552 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 92740 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 97534 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 1272 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 357 members 
Mstep: Class 38 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259120.000000 Penalty: 23701.189453
Iteration 99Q: 39 clusters Score -5.325912e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93036 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 129516 members 
Mstep: Class 5 contains 56527 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83942 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65703 members 
Mstep: Class 13 contains 3822 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 81921 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 93414 members 
Mstep: Class 19 contains 59867 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 92974 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 97049 members 
Mstep: Class 33 contains 1099 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259528.000000 Penalty: 23701.189453
Iteration 100F: 39 clusters Score -5.325953e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93062 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 128919 members 
Mstep: Class 5 contains 58364 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 83923 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65543 members 
Mstep: Class 13 contains 3900 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 82040 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 93039 members 
Mstep: Class 19 contains 59514 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 332 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 93143 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 2112 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 96338 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260096.000000 Penalty: 23701.189453
Iteration 101Q: 39 clusters Score -5.32601e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93067 members 
Mstep: Class 3 contains 6185 members 
Mstep: Class 4 contains 128328 members 
Mstep: Class 5 contains 60295 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 83915 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 82175 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 92698 members 
Mstep: Class 19 contains 59124 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 93197 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2111 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 95611 members 
Mstep: Class 33 contains 1101 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260316.000000 Penalty: 23701.189453
Iteration 102Q: 39 clusters Score -5.326032e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 93072 members 
Mstep: Class 3 contains 6240 members 
Mstep: Class 4 contains 127715 members 
Mstep: Class 5 contains 62121 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 83876 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65287 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 82253 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 92483 members 
Mstep: Class 19 contains 58748 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 330 members 
Mstep: Class 23 contains 6557 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 93238 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2112 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 94924 members 
Mstep: Class 33 contains 1101 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 589 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260956.000000 Penalty: 23701.189453
Iteration 103Q: 39 clusters Score -5.326096e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 93065 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 127090 members 
Mstep: Class 5 contains 63941 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 83833 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 65152 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 82359 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 92363 members 
Mstep: Class 19 contains 58361 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 830 members 
Mstep: Class 22 contains 331 members 
Mstep: Class 23 contains 6541 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 707 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 93194 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 94277 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 1276 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261232.000000 Penalty: 23701.189453
Iteration 104Q: 39 clusters Score -5.326123e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 93055 members 
Mstep: Class 3 contains 6354 members 
Mstep: Class 4 contains 126447 members 
Mstep: Class 5 contains 65837 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 83765 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 64957 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 82454 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 92230 members 
Mstep: Class 19 contains 57953 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 93129 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 93718 members 
Mstep: Class 33 contains 1098 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1277 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261420.000000 Penalty: 23701.189453
Iteration 105Q: 39 clusters Score -5.326142e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 93015 members 
Mstep: Class 3 contains 6455 members 
Mstep: Class 4 contains 125770 members 
Mstep: Class 5 contains 67748 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 83742 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 64709 members 
Mstep: Class 13 contains 4240 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 82504 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 92109 members 
Mstep: Class 19 contains 57539 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1251 members 
Mstep: Class 26 contains 703 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 93078 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 93199 members 
Mstep: Class 33 contains 1101 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261684.000000 Penalty: 23701.189453
Iteration 106Q: 39 clusters Score -5.326168e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 92945 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 125068 members 
Mstep: Class 5 contains 69678 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 83712 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 64451 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 15 contains 82607 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 3935 members 
Mstep: Class 18 contains 91979 members 
Mstep: Class 19 contains 57149 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1249 members 
Mstep: Class 26 contains 703 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 92985 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 92746 members 
Mstep: Class 33 contains 1101 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1275 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261728.000000 Penalty: 23701.189453
Iteration 107Q: 39 clusters Score -5.326173e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92930 members 
Mstep: Class 3 contains 6609 members 
Mstep: Class 4 contains 124349 members 
Mstep: Class 5 contains 71638 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83675 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 64216 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 82780 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 91786 members 
Mstep: Class 19 contains 56755 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 336 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 702 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 92845 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 92242 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261616.000000 Penalty: 23701.189453
Iteration 108Q: 39 clusters Score -5.326162e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92912 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 123695 members 
Mstep: Class 5 contains 73672 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83665 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63964 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 82991 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 91534 members 
Mstep: Class 19 contains 56343 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 1243 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 92628 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 91745 members 
Mstep: Class 33 contains 1102 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1276 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261784.000000 Penalty: 23701.189453
Iteration 109Q: 39 clusters Score -5.326178e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92880 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 123038 members 
Mstep: Class 5 contains 75692 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83630 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63736 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 83228 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 91288 members 
Mstep: Class 19 contains 55961 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 831 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6485 members 
Mstep: Class 24 contains 526 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 92408 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 91205 members 
Mstep: Class 33 contains 1104 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261976.000000 Penalty: 23701.189453
Iteration 110Q: 39 clusters Score -5.326198e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92874 members 
Mstep: Class 3 contains 6820 members 
Mstep: Class 4 contains 122384 members 
Mstep: Class 5 contains 77787 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83589 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63522 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 83492 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 91061 members 
Mstep: Class 19 contains 55538 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6484 members 
Mstep: Class 24 contains 520 members 
Mstep: Class 25 contains 1230 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 92094 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 90618 members 
Mstep: Class 33 contains 1106 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1274 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262512.000000 Penalty: 23701.189453
Iteration 111Q: 39 clusters Score -5.326251e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92855 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 121765 members 
Mstep: Class 5 contains 79821 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83632 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63378 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 83834 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 90891 members 
Mstep: Class 19 contains 55116 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 518 members 
Mstep: Class 25 contains 1222 members 
Mstep: Class 26 contains 699 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 91579 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 89949 members 
Mstep: Class 33 contains 1109 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1278 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262972.000000 Penalty: 23701.189453
Iteration 112Q: 39 clusters Score -5.326297e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92848 members 
Mstep: Class 3 contains 7051 members 
Mstep: Class 4 contains 121227 members 
Mstep: Class 5 contains 81684 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83688 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63304 members 
Mstep: Class 13 contains 4525 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 84221 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 90869 members 
Mstep: Class 19 contains 54671 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 510 members 
Mstep: Class 25 contains 1219 members 
Mstep: Class 26 contains 697 members 
Mstep: Class 27 contains 1116 members 
Mstep: Class 28 contains 90966 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 89191 members 
Mstep: Class 33 contains 1110 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1280 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263344.000000 Penalty: 23701.189453
Iteration 113Q: 39 clusters Score -5.326334e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92833 members 
Mstep: Class 3 contains 7175 members 
Mstep: Class 4 contains 120788 members 
Mstep: Class 5 contains 83343 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83756 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63290 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 84608 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 90911 members 
Mstep: Class 19 contains 54220 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6457 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 1214 members 
Mstep: Class 26 contains 697 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 90413 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 88366 members 
Mstep: Class 33 contains 1107 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1283 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263800.000000 Penalty: 23701.189453
Iteration 114Q: 39 clusters Score -5.32638e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92856 members 
Mstep: Class 3 contains 7299 members 
Mstep: Class 4 contains 120422 members 
Mstep: Class 5 contains 84791 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83883 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63276 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 91046 members 
Mstep: Class 19 contains 53759 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6439 members 
Mstep: Class 24 contains 502 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 697 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 89839 members 
Mstep: Class 29 contains 665 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 87505 members 
Mstep: Class 33 contains 1104 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1286 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264232.000000 Penalty: 23701.189453
Iteration 115Q: 39 clusters Score -5.326423e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 92848 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 120122 members 
Mstep: Class 5 contains 86191 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83987 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63355 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 85349 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 91248 members 
Mstep: Class 19 contains 53274 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 497 members 
Mstep: Class 25 contains 1207 members 
Mstep: Class 26 contains 697 members 
Mstep: Class 27 contains 1103 members 
Mstep: Class 28 contains 89251 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 86610 members 
Mstep: Class 33 contains 1104 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1289 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264504.000000 Penalty: 23701.189453
Iteration 116Q: 39 clusters Score -5.32645e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 92848 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 119877 members 
Mstep: Class 5 contains 87531 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 83989 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63547 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 85783 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 91475 members 
Mstep: Class 19 contains 52815 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6392 members 
Mstep: Class 24 contains 495 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 88602 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 85630 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1288 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264872.000000 Penalty: 23701.189453
Iteration 117Q: 39 clusters Score -5.326487e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 92878 members 
Mstep: Class 3 contains 7645 members 
Mstep: Class 4 contains 119716 members 
Mstep: Class 5 contains 88766 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 84004 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63775 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86225 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 91690 members 
Mstep: Class 19 contains 52305 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 88024 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 84598 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1289 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265228.000000 Penalty: 23701.189453
Iteration 118Q: 39 clusters Score -5.326523e+07 nChanged 6340
Entering ConstructFrom: 
Score: -53265228.000000 Penalty: 23701.189453
Entering ConstructFrom: 
Trying to split cluster 1 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -32942.078125 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -32942.08 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 318 members 
Entering Unmasked Estep 
Score: -32385.433594 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -32385.43 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32976.218750 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -32976.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33255.707031 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -33255.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33413.800781 Penalty: 589.684021
	Iteration 3F: 3 clusters Score -33413.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33590.492188 Penalty: 589.684021
	Iteration 4F: 3 clusters Score -33590.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -33657.218750 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -33657.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -33683.730469 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -33683.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -33695.394531 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -33695.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -33706.410156 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -33706.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33716.949219 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -33716.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33719.277344 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -33719.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33719.277344 Penalty: 589.684021
	Iteration 11F: 3 clusters Score -33719.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 119578 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Entering Unmasked Estep 
Score: -53265312.000000 Penalty: 24324.906250
Splitting cluster 1 changes total score from -53265228.000000 to -53265312.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 2 (92926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Entering Unmasked Estep 
Score: -5731247.500000 Penalty: 520.499939
	Iteration 0F: 2 clusters Score -5731248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5669561.000000 Penalty: 1040.999878
	Iteration 0F: 3 clusters Score -5669561 nChanged 45364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -5696621.500000 Penalty: 1040.999878
	Iteration 1F: 3 clusters Score -5696622 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -5697589.500000 Penalty: 1040.999878
	Iteration 2Q: 3 clusters Score -5697590 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -5699101.000000 Penalty: 1040.999878
	Iteration 3Q: 3 clusters Score -5699101 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -5701508.500000 Penalty: 1040.999878
	Iteration 4F: 3 clusters Score -5701508 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -5705308.000000 Penalty: 1040.999878
	Iteration 5F: 3 clusters Score -5705308 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -5710410.000000 Penalty: 1040.999878
	Iteration 6F: 3 clusters Score -5710410 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -5716173.000000 Penalty: 1040.999878
	Iteration 7F: 3 clusters Score -5716173 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -5720982.500000 Penalty: 1040.999878
	Iteration 8F: 3 clusters Score -5720982 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -5724052.500000 Penalty: 1040.999878
	Iteration 9Q: 3 clusters Score -5724052 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -5725829.500000 Penalty: 1040.999878
	Iteration 10Q: 3 clusters Score -5725830 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -5727091.500000 Penalty: 1040.999878
	Iteration 11Q: 3 clusters Score -5727092 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -5728108.000000 Penalty: 1040.999878
	Iteration 12Q: 3 clusters Score -5728108 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -5728939.500000 Penalty: 1040.999878
	Iteration 13Q: 3 clusters Score -5728940 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -5729561.500000 Penalty: 1040.999878
	Iteration 14Q: 3 clusters Score -5729562 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -5729973.500000 Penalty: 1040.999878
	Iteration 15Q: 3 clusters Score -5729974 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -5730313.500000 Penalty: 1040.999878
	Iteration 16Q: 3 clusters Score -5730314 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -5730537.000000 Penalty: 1040.999878
	Iteration 17Q: 3 clusters Score -5730537 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -5730697.500000 Penalty: 1040.999878
	Iteration 18Q: 3 clusters Score -5730698 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -5730802.500000 Penalty: 1040.999878
	Iteration 19Q: 3 clusters Score -5730802 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -5730973.000000 Penalty: 1040.999878
	Iteration 20F: 3 clusters Score -5730973 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -5731047.500000 Penalty: 1040.999878
	Iteration 21Q: 3 clusters Score -5731048 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -5731101.000000 Penalty: 1040.999878
	Iteration 22Q: 3 clusters Score -5731101 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -5731135.500000 Penalty: 1040.999878
	Iteration 23Q: 3 clusters Score -5731136 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -5731165.500000 Penalty: 1040.999878
	Iteration 24Q: 3 clusters Score -5731166 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -5731201.000000 Penalty: 1040.999878
	Iteration 25Q: 3 clusters Score -5731201 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -5731192.500000 Penalty: 1040.999878
	Iteration 26Q: 3 clusters Score -5731192 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -5731195.500000 Penalty: 1040.999878
	Iteration 27Q: 3 clusters Score -5731196 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -5731214.500000 Penalty: 1040.999878
	Iteration 28Q: 3 clusters Score -5731214 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -5731181.500000 Penalty: 1040.999878
	Iteration 29Q: 3 clusters Score -5731182 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -5731189.000000 Penalty: 1040.999878
	Iteration 30Q: 3 clusters Score -5731189 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -5731190.500000 Penalty: 1040.999878
	Iteration 31Q: 3 clusters Score -5731190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -5731198.500000 Penalty: 1040.999878
	Iteration 32Q: 3 clusters Score -5731198 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -5731202.500000 Penalty: 1040.999878
	Iteration 33Q: 3 clusters Score -5731202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -5731187.000000 Penalty: 1040.999878
	Iteration 34Q: 3 clusters Score -5731187 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -5731154.000000 Penalty: 1040.999878
	Iteration 35Q: 3 clusters Score -5731154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -5731149.000000 Penalty: 1040.999878
	Iteration 36Q: 3 clusters Score -5731149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -5731146.000000 Penalty: 1040.999878
	Iteration 37Q: 3 clusters Score -5731146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -5731138.500000 Penalty: 1040.999878
	Iteration 38Q: 3 clusters Score -5731138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -5731125.500000 Penalty: 1040.999878
	Iteration 39Q: 3 clusters Score -5731126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -5731125.500000 Penalty: 1040.999878
	Iteration 40F: 3 clusters Score -5731126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -5731113.000000 Penalty: 1040.999878
	Iteration 41Q: 3 clusters Score -5731113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -5731119.500000 Penalty: 1040.999878
	Iteration 42Q: 3 clusters Score -5731120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -5731107.500000 Penalty: 1040.999878
	Iteration 43Q: 3 clusters Score -5731108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -5731097.500000 Penalty: 1040.999878
	Iteration 44Q: 3 clusters Score -5731098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -5731101.500000 Penalty: 1040.999878
	Iteration 45Q: 3 clusters Score -5731102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -5731080.000000 Penalty: 1040.999878
	Iteration 46Q: 3 clusters Score -5731080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -5731072.500000 Penalty: 1040.999878
	Iteration 47Q: 3 clusters Score -5731072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -5731057.000000 Penalty: 1040.999878
	Iteration 48Q: 3 clusters Score -5731057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -5731055.000000 Penalty: 1040.999878
	Iteration 49Q: 3 clusters Score -5731055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -5731059.000000 Penalty: 1040.999878
	Iteration 50Q: 3 clusters Score -5731059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -5731061.000000 Penalty: 1040.999878
	Iteration 51Q: 3 clusters Score -5731061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -5731046.500000 Penalty: 1040.999878
	Iteration 52Q: 3 clusters Score -5731046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -5731030.500000 Penalty: 1040.999878
	Iteration 53Q: 3 clusters Score -5731030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -5731030.000000 Penalty: 1040.999878
	Iteration 54Q: 3 clusters Score -5731030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -5731035.500000 Penalty: 1040.999878
	Iteration 55Q: 3 clusters Score -5731036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -5731038.500000 Penalty: 1040.999878
	Iteration 56Q: 3 clusters Score -5731038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -5731032.500000 Penalty: 1040.999878
	Iteration 57Q: 3 clusters Score -5731032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -5731029.500000 Penalty: 1040.999878
	Iteration 58Q: 3 clusters Score -5731030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -5731025.000000 Penalty: 1040.999878
	Iteration 59Q: 3 clusters Score -5731025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -5731036.500000 Penalty: 1040.999878
	Iteration 60F: 3 clusters Score -5731036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -5731033.500000 Penalty: 1040.999878
	Iteration 61Q: 3 clusters Score -5731034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -5731041.000000 Penalty: 1040.999878
	Iteration 62Q: 3 clusters Score -5731041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -5731025.500000 Penalty: 1040.999878
	Iteration 63Q: 3 clusters Score -5731026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -5731018.000000 Penalty: 1040.999878
	Iteration 64Q: 3 clusters Score -5731018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -5731012.000000 Penalty: 1040.999878
	Iteration 65Q: 3 clusters Score -5731012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -5731011.500000 Penalty: 1040.999878
	Iteration 66Q: 3 clusters Score -5731012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -5730999.500000 Penalty: 1040.999878
	Iteration 67Q: 3 clusters Score -5731000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -5730998.000000 Penalty: 1040.999878
	Iteration 68Q: 3 clusters Score -5730998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -5731000.000000 Penalty: 1040.999878
	Iteration 69Q: 3 clusters Score -5731000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -5731004.000000 Penalty: 1040.999878
	Iteration 70Q: 3 clusters Score -5731004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -5731000.000000 Penalty: 1040.999878
	Iteration 71Q: 3 clusters Score -5731000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -5730999.500000 Penalty: 1040.999878
	Iteration 72Q: 3 clusters Score -5731000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -5730999.500000 Penalty: 1040.999878
	Iteration 73Q: 3 clusters Score -5731000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -5731003.000000 Penalty: 1040.999878
	Iteration 74Q: 3 clusters Score -5731003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -5731003.500000 Penalty: 1040.999878
	Iteration 75Q: 3 clusters Score -5731004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -5730997.500000 Penalty: 1040.999878
	Iteration 76Q: 3 clusters Score -5730998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -5730994.000000 Penalty: 1040.999878
	Iteration 77Q: 3 clusters Score -5730994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -5730987.000000 Penalty: 1040.999878
	Iteration 78Q: 3 clusters Score -5730987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -5730983.000000 Penalty: 1040.999878
	Iteration 79Q: 3 clusters Score -5730983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -5730979.500000 Penalty: 1040.999878
	Iteration 80F: 3 clusters Score -5730980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -5730973.000000 Penalty: 1040.999878
	Iteration 81Q: 3 clusters Score -5730973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -5730969.000000 Penalty: 1040.999878
	Iteration 82Q: 3 clusters Score -5730969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -5730973.500000 Penalty: 1040.999878
	Iteration 83Q: 3 clusters Score -5730974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -5730975.000000 Penalty: 1040.999878
	Iteration 84Q: 3 clusters Score -5730975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -5730978.000000 Penalty: 1040.999878
	Iteration 85Q: 3 clusters Score -5730978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -5730975.500000 Penalty: 1040.999878
	Iteration 86Q: 3 clusters Score -5730976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -5730974.500000 Penalty: 1040.999878
	Iteration 87Q: 3 clusters Score -5730974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -5730971.500000 Penalty: 1040.999878
	Iteration 88Q: 3 clusters Score -5730972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -5730963.000000 Penalty: 1040.999878
	Iteration 89Q: 3 clusters Score -5730963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -5730958.000000 Penalty: 1040.999878
	Iteration 90Q: 3 clusters Score -5730958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -5730961.500000 Penalty: 1040.999878
	Iteration 91Q: 3 clusters Score -5730962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -5730970.000000 Penalty: 1040.999878
	Iteration 92Q: 3 clusters Score -5730970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -5730961.500000 Penalty: 1040.999878
	Iteration 93Q: 3 clusters Score -5730962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -5730959.000000 Penalty: 1040.999878
	Iteration 94Q: 3 clusters Score -5730959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -5730962.500000 Penalty: 1040.999878
	Iteration 95Q: 3 clusters Score -5730962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -5730958.500000 Penalty: 1040.999878
	Iteration 96Q: 3 clusters Score -5730958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -5730952.500000 Penalty: 1040.999878
	Iteration 97Q: 3 clusters Score -5730952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -5730954.500000 Penalty: 1040.999878
	Iteration 98Q: 3 clusters Score -5730954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -5730951.500000 Penalty: 1040.999878
	Iteration 99Q: 3 clusters Score -5730952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -5730956.000000 Penalty: 1040.999878
	Iteration 100F: 3 clusters Score -5730956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 92325 members 
Entering Unmasked Estep 
Score: -5730956.500000 Penalty: 1040.999878
	Iteration 101Q: 3 clusters Score -5730956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -5730961.000000 Penalty: 1040.999878
	Iteration 102Q: 3 clusters Score -5730961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -5730966.000000 Penalty: 1040.999878
	Iteration 103Q: 3 clusters Score -5730966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 92361 members 
Entering Unmasked Estep 
Score: -5730966.500000 Penalty: 1040.999878
	Iteration 104Q: 3 clusters Score -5730966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -5730960.000000 Penalty: 1040.999878
	Iteration 105Q: 3 clusters Score -5730960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -5730961.500000 Penalty: 1040.999878
	Iteration 106Q: 3 clusters Score -5730962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -5730962.500000 Penalty: 1040.999878
	Iteration 107Q: 3 clusters Score -5730962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -5730968.000000 Penalty: 1040.999878
	Iteration 108Q: 3 clusters Score -5730968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -5730969.000000 Penalty: 1040.999878
	Iteration 109Q: 3 clusters Score -5730969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -5730971.000000 Penalty: 1040.999878
	Iteration 110Q: 3 clusters Score -5730971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -5730973.500000 Penalty: 1040.999878
	Iteration 111Q: 3 clusters Score -5730974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -5730973.500000 Penalty: 1040.999878
	Iteration 112F: 3 clusters Score -5730974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -499117.656250 Penalty: 407.531555
	Iteration 0F: 2 clusters Score -499117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -493835.593750 Penalty: 815.063110
	Iteration 0F: 3 clusters Score -493835.6 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -495770.468750 Penalty: 815.063110
	Iteration 1F: 3 clusters Score -495770.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -495902.093750 Penalty: 815.063110
	Iteration 2F: 3 clusters Score -495902.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -496067.312500 Penalty: 815.063110
	Iteration 3Q: 3 clusters Score -496067.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -496272.625000 Penalty: 815.063110
	Iteration 4F: 3 clusters Score -496272.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -496570.906250 Penalty: 815.063110
	Iteration 5F: 3 clusters Score -496570.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -496967.156250 Penalty: 815.063110
	Iteration 6F: 3 clusters Score -496967.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -497444.187500 Penalty: 815.063110
	Iteration 7F: 3 clusters Score -497444.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -497926.500000 Penalty: 815.063110
	Iteration 8F: 3 clusters Score -497926.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -498287.906250 Penalty: 815.063110
	Iteration 9Q: 3 clusters Score -498287.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -498496.000000 Penalty: 815.063110
	Iteration 10Q: 3 clusters Score -498496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -498602.250000 Penalty: 815.063110
	Iteration 11Q: 3 clusters Score -498602.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -498659.812500 Penalty: 815.063110
	Iteration 12Q: 3 clusters Score -498659.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -498702.343750 Penalty: 815.063110
	Iteration 13Q: 3 clusters Score -498702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -498720.406250 Penalty: 815.063110
	Iteration 14Q: 3 clusters Score -498720.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -498730.531250 Penalty: 815.063110
	Iteration 15Q: 3 clusters Score -498730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -498734.437500 Penalty: 815.063110
	Iteration 16Q: 3 clusters Score -498734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -498739.312500 Penalty: 815.063110
	Iteration 17Q: 3 clusters Score -498739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -498743.281250 Penalty: 815.063110
	Iteration 18Q: 3 clusters Score -498743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -498746.343750 Penalty: 815.063110
	Iteration 19Q: 3 clusters Score -498746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -498751.187500 Penalty: 815.063110
	Iteration 20F: 3 clusters Score -498751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -498752.375000 Penalty: 815.063110
	Iteration 21Q: 3 clusters Score -498752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -498754.093750 Penalty: 815.063110
	Iteration 22Q: 3 clusters Score -498754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -498756.187500 Penalty: 815.063110
	Iteration 23Q: 3 clusters Score -498756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -498758.000000 Penalty: 815.063110
	Iteration 24Q: 3 clusters Score -498758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -498757.968750 Penalty: 815.063110
	Iteration 25Q: 3 clusters Score -498758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -498757.968750 Penalty: 815.063110
	Iteration 26F: 3 clusters Score -498758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Entering Unmasked Estep 
Score: -7307538.500000 Penalty: 531.973450
	Iteration 0F: 2 clusters Score -7307538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -7229594.500000 Penalty: 1063.946899
	Iteration 0F: 3 clusters Score -7229594 nChanged 58675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -7270562.000000 Penalty: 1063.946899
	Iteration 1F: 3 clusters Score -7270562 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -7278075.500000 Penalty: 1063.946899
	Iteration 2F: 3 clusters Score -7278076 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -7287889.500000 Penalty: 1063.946899
	Iteration 3F: 3 clusters Score -7287890 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -7295499.000000 Penalty: 1063.946899
	Iteration 4F: 3 clusters Score -7295499 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -7298586.500000 Penalty: 1063.946899
	Iteration 5Q: 3 clusters Score -7298586 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -7299789.500000 Penalty: 1063.946899
	Iteration 6Q: 3 clusters Score -7299790 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -7300476.500000 Penalty: 1063.946899
	Iteration 7Q: 3 clusters Score -7300476 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -7301157.000000 Penalty: 1063.946899
	Iteration 8Q: 3 clusters Score -7301157 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -7301710.500000 Penalty: 1063.946899
	Iteration 9Q: 3 clusters Score -7301710 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -7302241.000000 Penalty: 1063.946899
	Iteration 10Q: 3 clusters Score -7302241 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -7302678.500000 Penalty: 1063.946899
	Iteration 11Q: 3 clusters Score -7302678 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -7302989.500000 Penalty: 1063.946899
	Iteration 12Q: 3 clusters Score -7302990 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -7303312.500000 Penalty: 1063.946899
	Iteration 13Q: 3 clusters Score -7303312 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -7303568.000000 Penalty: 1063.946899
	Iteration 14Q: 3 clusters Score -7303568 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 102125 members 
Entering Unmasked Estep 
Score: -7303833.000000 Penalty: 1063.946899
	Iteration 15Q: 3 clusters Score -7303833 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -7304109.500000 Penalty: 1063.946899
	Iteration 16Q: 3 clusters Score -7304110 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -7304332.000000 Penalty: 1063.946899
	Iteration 17Q: 3 clusters Score -7304332 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 104783 members 
Entering Unmasked Estep 
Score: -7304620.500000 Penalty: 1063.946899
	Iteration 18Q: 3 clusters Score -7304620 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -7304861.500000 Penalty: 1063.946899
	Iteration 19Q: 3 clusters Score -7304862 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -7305139.500000 Penalty: 1063.946899
	Iteration 20F: 3 clusters Score -7305140 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -7305339.500000 Penalty: 1063.946899
	Iteration 21Q: 3 clusters Score -7305340 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -7305526.000000 Penalty: 1063.946899
	Iteration 22Q: 3 clusters Score -7305526 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -7305744.000000 Penalty: 1063.946899
	Iteration 23Q: 3 clusters Score -7305744 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -7305893.000000 Penalty: 1063.946899
	Iteration 24Q: 3 clusters Score -7305893 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -7306165.000000 Penalty: 1063.946899
	Iteration 25Q: 3 clusters Score -7306165 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -7306411.000000 Penalty: 1063.946899
	Iteration 26Q: 3 clusters Score -7306411 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -7306613.000000 Penalty: 1063.946899
	Iteration 27Q: 3 clusters Score -7306613 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -7306802.000000 Penalty: 1063.946899
	Iteration 28Q: 3 clusters Score -7306802 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -7306889.500000 Penalty: 1063.946899
	Iteration 29Q: 3 clusters Score -7306890 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -7306975.000000 Penalty: 1063.946899
	Iteration 30Q: 3 clusters Score -7306975 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
Score: -7307084.500000 Penalty: 1063.946899
	Iteration 31Q: 3 clusters Score -7307084 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -7307171.500000 Penalty: 1063.946899
	Iteration 32Q: 3 clusters Score -7307172 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -7307206.500000 Penalty: 1063.946899
	Iteration 33Q: 3 clusters Score -7307206 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -7307246.000000 Penalty: 1063.946899
	Iteration 34Q: 3 clusters Score -7307246 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 116136 members 
Entering Unmasked Estep 
Score: -7307305.000000 Penalty: 1063.946899
	Iteration 35Q: 3 clusters Score -7307305 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 116434 members 
Entering Unmasked Estep 
Score: -7307348.500000 Penalty: 1063.946899
	Iteration 36Q: 3 clusters Score -7307348 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -7307389.000000 Penalty: 1063.946899
	Iteration 37Q: 3 clusters Score -7307389 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 116864 members 
Entering Unmasked Estep 
Score: -7307405.500000 Penalty: 1063.946899
	Iteration 38Q: 3 clusters Score -7307406 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -7307436.500000 Penalty: 1063.946899
	Iteration 39Q: 3 clusters Score -7307436 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -7307451.500000 Penalty: 1063.946899
	Iteration 40F: 3 clusters Score -7307452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 117291 members 
Entering Unmasked Estep 
Score: -7307465.500000 Penalty: 1063.946899
	Iteration 41Q: 3 clusters Score -7307466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 117407 members 
Entering Unmasked Estep 
Score: -7307475.500000 Penalty: 1063.946899
	Iteration 42Q: 3 clusters Score -7307476 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -7307512.500000 Penalty: 1063.946899
	Iteration 43Q: 3 clusters Score -7307512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -7307518.000000 Penalty: 1063.946899
	Iteration 44Q: 3 clusters Score -7307518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 117717 members 
Entering Unmasked Estep 
Score: -7307520.000000 Penalty: 1063.946899
	Iteration 45Q: 3 clusters Score -7307520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -7307522.500000 Penalty: 1063.946899
	Iteration 46Q: 3 clusters Score -7307522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -7307527.500000 Penalty: 1063.946899
	Iteration 47Q: 3 clusters Score -7307528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -7307548.500000 Penalty: 1063.946899
	Iteration 48Q: 3 clusters Score -7307548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 118019 members 
Entering Unmasked Estep 
Score: -7307558.000000 Penalty: 1063.946899
	Iteration 49Q: 3 clusters Score -7307558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -7307552.500000 Penalty: 1063.946899
	Iteration 50Q: 3 clusters Score -7307552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 118126 members 
Entering Unmasked Estep 
Score: -7307552.500000 Penalty: 1063.946899
	Iteration 51Q: 3 clusters Score -7307552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -7307556.500000 Penalty: 1063.946899
	Iteration 52Q: 3 clusters Score -7307556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 118206 members 
Entering Unmasked Estep 
Score: -7307568.500000 Penalty: 1063.946899
	Iteration 53Q: 3 clusters Score -7307568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -7307579.000000 Penalty: 1063.946899
	Iteration 54Q: 3 clusters Score -7307579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 118266 members 
Entering Unmasked Estep 
Score: -7307580.000000 Penalty: 1063.946899
	Iteration 55Q: 3 clusters Score -7307580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -7307597.000000 Penalty: 1063.946899
	Iteration 56Q: 3 clusters Score -7307597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -7307605.500000 Penalty: 1063.946899
	Iteration 57Q: 3 clusters Score -7307606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -7307615.000000 Penalty: 1063.946899
	Iteration 58Q: 3 clusters Score -7307615 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -7307630.000000 Penalty: 1063.946899
	Iteration 59Q: 3 clusters Score -7307630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -7307637.000000 Penalty: 1063.946899
	Iteration 60F: 3 clusters Score -7307637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -7307661.500000 Penalty: 1063.946899
	Iteration 61Q: 3 clusters Score -7307662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 118481 members 
Entering Unmasked Estep 
Score: -7307671.500000 Penalty: 1063.946899
	Iteration 62Q: 3 clusters Score -7307672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -7307664.500000 Penalty: 1063.946899
	Iteration 63Q: 3 clusters Score -7307664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 118504 members 
Entering Unmasked Estep 
Score: -7307666.000000 Penalty: 1063.946899
	Iteration 64Q: 3 clusters Score -7307666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 118515 members 
Entering Unmasked Estep 
Score: -7307669.500000 Penalty: 1063.946899
	Iteration 65Q: 3 clusters Score -7307670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -7307667.500000 Penalty: 1063.946899
	Iteration 66Q: 3 clusters Score -7307668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -7307668.000000 Penalty: 1063.946899
	Iteration 67Q: 3 clusters Score -7307668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 118537 members 
Entering Unmasked Estep 
Score: -7307668.000000 Penalty: 1063.946899
	Iteration 68Q: 3 clusters Score -7307668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 118536 members 
Entering Unmasked Estep 
Score: -7307663.500000 Penalty: 1063.946899
	Iteration 69Q: 3 clusters Score -7307664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -7307663.000000 Penalty: 1063.946899
	Iteration 70Q: 3 clusters Score -7307663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -7307671.000000 Penalty: 1063.946899
	Iteration 71Q: 3 clusters Score -7307671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -7307670.500000 Penalty: 1063.946899
	Iteration 72Q: 3 clusters Score -7307670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -7307667.500000 Penalty: 1063.946899
	Iteration 73Q: 3 clusters Score -7307668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -7307667.500000 Penalty: 1063.946899
	Iteration 74F: 3 clusters Score -7307668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Entering Unmasked Estep 
Score: -53265320.000000 Penalty: 24948.621094
Splitting cluster 4 changes total score from -53265228.000000 to -53265320.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 5 (89907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Entering Unmasked Estep 
Score: -5615340.000000 Penalty: 518.997192
	Iteration 0F: 2 clusters Score -5615340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -5555265.500000 Penalty: 1037.994385
	Iteration 0F: 3 clusters Score -5555266 nChanged 44006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5582805.000000 Penalty: 1037.994385
	Iteration 1F: 3 clusters Score -5582805 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5583964.500000 Penalty: 1037.994385
	Iteration 2Q: 3 clusters Score -5583964 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -5585587.500000 Penalty: 1037.994385
	Iteration 3Q: 3 clusters Score -5585588 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5588203.000000 Penalty: 1037.994385
	Iteration 4Q: 3 clusters Score -5588203 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5592450.500000 Penalty: 1037.994385
	Iteration 5F: 3 clusters Score -5592450 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5597435.500000 Penalty: 1037.994385
	Iteration 6F: 3 clusters Score -5597436 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5600685.000000 Penalty: 1037.994385
	Iteration 7F: 3 clusters Score -5600685 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5601929.500000 Penalty: 1037.994385
	Iteration 8Q: 3 clusters Score -5601930 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -5602565.000000 Penalty: 1037.994385
	Iteration 9Q: 3 clusters Score -5602565 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5603194.500000 Penalty: 1037.994385
	Iteration 10Q: 3 clusters Score -5603194 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -5603809.500000 Penalty: 1037.994385
	Iteration 11Q: 3 clusters Score -5603810 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5604579.000000 Penalty: 1037.994385
	Iteration 12Q: 3 clusters Score -5604579 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -5605316.000000 Penalty: 1037.994385
	Iteration 13Q: 3 clusters Score -5605316 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5606085.500000 Penalty: 1037.994385
	Iteration 14Q: 3 clusters Score -5606086 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5606984.000000 Penalty: 1037.994385
	Iteration 15Q: 3 clusters Score -5606984 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5607917.500000 Penalty: 1037.994385
	Iteration 16Q: 3 clusters Score -5607918 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5608767.500000 Penalty: 1037.994385
	Iteration 17Q: 3 clusters Score -5608768 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -5609755.000000 Penalty: 1037.994385
	Iteration 18Q: 3 clusters Score -5609755 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5610772.500000 Penalty: 1037.994385
	Iteration 19Q: 3 clusters Score -5610772 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5611570.500000 Penalty: 1037.994385
	Iteration 20F: 3 clusters Score -5611570 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -5612231.000000 Penalty: 1037.994385
	Iteration 21Q: 3 clusters Score -5612231 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -5612720.000000 Penalty: 1037.994385
	Iteration 22Q: 3 clusters Score -5612720 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5613133.500000 Penalty: 1037.994385
	Iteration 23Q: 3 clusters Score -5613134 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -5613408.000000 Penalty: 1037.994385
	Iteration 24Q: 3 clusters Score -5613408 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -5613617.000000 Penalty: 1037.994385
	Iteration 25Q: 3 clusters Score -5613617 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5613787.000000 Penalty: 1037.994385
	Iteration 26Q: 3 clusters Score -5613787 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5613942.000000 Penalty: 1037.994385
	Iteration 27Q: 3 clusters Score -5613942 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5614076.500000 Penalty: 1037.994385
	Iteration 28Q: 3 clusters Score -5614076 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5614226.500000 Penalty: 1037.994385
	Iteration 29Q: 3 clusters Score -5614226 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5614316.500000 Penalty: 1037.994385
	Iteration 30Q: 3 clusters Score -5614316 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5614376.500000 Penalty: 1037.994385
	Iteration 31Q: 3 clusters Score -5614376 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5614466.000000 Penalty: 1037.994385
	Iteration 32Q: 3 clusters Score -5614466 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5614533.000000 Penalty: 1037.994385
	Iteration 33Q: 3 clusters Score -5614533 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5614601.000000 Penalty: 1037.994385
	Iteration 34Q: 3 clusters Score -5614601 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5614670.000000 Penalty: 1037.994385
	Iteration 35Q: 3 clusters Score -5614670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5614703.500000 Penalty: 1037.994385
	Iteration 36Q: 3 clusters Score -5614704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5614734.500000 Penalty: 1037.994385
	Iteration 37Q: 3 clusters Score -5614734 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5614773.000000 Penalty: 1037.994385
	Iteration 38Q: 3 clusters Score -5614773 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5614810.000000 Penalty: 1037.994385
	Iteration 39Q: 3 clusters Score -5614810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5614836.500000 Penalty: 1037.994385
	Iteration 40F: 3 clusters Score -5614836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5614858.500000 Penalty: 1037.994385
	Iteration 41Q: 3 clusters Score -5614858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5614873.500000 Penalty: 1037.994385
	Iteration 42Q: 3 clusters Score -5614874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5614870.500000 Penalty: 1037.994385
	Iteration 43Q: 3 clusters Score -5614870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5614884.500000 Penalty: 1037.994385
	Iteration 44Q: 3 clusters Score -5614884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5614881.500000 Penalty: 1037.994385
	Iteration 45Q: 3 clusters Score -5614882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5614884.500000 Penalty: 1037.994385
	Iteration 46Q: 3 clusters Score -5614884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5614877.500000 Penalty: 1037.994385
	Iteration 47Q: 3 clusters Score -5614878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5614883.000000 Penalty: 1037.994385
	Iteration 48Q: 3 clusters Score -5614883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5614896.500000 Penalty: 1037.994385
	Iteration 49Q: 3 clusters Score -5614896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5614904.000000 Penalty: 1037.994385
	Iteration 50Q: 3 clusters Score -5614904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5614913.500000 Penalty: 1037.994385
	Iteration 51Q: 3 clusters Score -5614914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5614922.000000 Penalty: 1037.994385
	Iteration 52Q: 3 clusters Score -5614922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5614929.500000 Penalty: 1037.994385
	Iteration 53Q: 3 clusters Score -5614930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5614934.500000 Penalty: 1037.994385
	Iteration 54Q: 3 clusters Score -5614934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5614925.000000 Penalty: 1037.994385
	Iteration 55Q: 3 clusters Score -5614925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5614935.000000 Penalty: 1037.994385
	Iteration 56Q: 3 clusters Score -5614935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5614934.000000 Penalty: 1037.994385
	Iteration 57Q: 3 clusters Score -5614934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5614933.500000 Penalty: 1037.994385
	Iteration 58Q: 3 clusters Score -5614934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5614934.000000 Penalty: 1037.994385
	Iteration 59Q: 3 clusters Score -5614934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5614935.500000 Penalty: 1037.994385
	Iteration 60F: 3 clusters Score -5614936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5614932.500000 Penalty: 1037.994385
	Iteration 61Q: 3 clusters Score -5614932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5614936.000000 Penalty: 1037.994385
	Iteration 62Q: 3 clusters Score -5614936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5614935.000000 Penalty: 1037.994385
	Iteration 63Q: 3 clusters Score -5614935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5614936.500000 Penalty: 1037.994385
	Iteration 64Q: 3 clusters Score -5614936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5614935.500000 Penalty: 1037.994385
	Iteration 65Q: 3 clusters Score -5614936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5614934.500000 Penalty: 1037.994385
	Iteration 66Q: 3 clusters Score -5614934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5614934.500000 Penalty: 1037.994385
	Iteration 67Q: 3 clusters Score -5614934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5614934.000000 Penalty: 1037.994385
	Iteration 68Q: 3 clusters Score -5614934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5614938.000000 Penalty: 1037.994385
	Iteration 69Q: 3 clusters Score -5614938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5614938.000000 Penalty: 1037.994385
	Iteration 70F: 3 clusters Score -5614938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26553.728516 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -26553.73 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 235 members 
Entering Unmasked Estep 
Score: -26107.773438 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -26107.77 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26222.144531 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -26222.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26243.482422 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -26243.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26254.224609 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -26254.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26265.333984 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -26265.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26274.121094 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -26274.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26283.087891 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -26283.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26288.957031 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -26288.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26296.902344 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -26296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26304.386719 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -26304.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26317.083984 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -26317.08 nChanged 12
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: -26339.126953 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -26339.13 nChanged 12
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: -26377.232422 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -26377.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26400.464844 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -26400.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26424.416016 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -26424.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26435.101562 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -26435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26437.562500 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -26437.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26440.617188 Penalty: 556.947083
	Iteration 17Q: 3 clusters Score -26440.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26442.064453 Penalty: 556.947083
	Iteration 18Q: 3 clusters Score -26442.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26444.117188 Penalty: 556.947083
	Iteration 19F: 3 clusters Score -26444.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26445.896484 Penalty: 556.947083
	Iteration 20F: 3 clusters Score -26445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -39044.363281 Penalty: 293.996796
	Iteration 0F: 2 clusters Score -39044.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38493.738281 Penalty: 587.993591
	Iteration 0F: 3 clusters Score -38493.74 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38608.714844 Penalty: 587.993591
	Iteration 1F: 3 clusters Score -38608.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38635.527344 Penalty: 587.993591
	Iteration 2F: 3 clusters Score -38635.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -38649.250000 Penalty: 587.993591
	Iteration 3Q: 3 clusters Score -38649.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38656.632812 Penalty: 587.993591
	Iteration 4Q: 3 clusters Score -38656.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38660.218750 Penalty: 587.993591
	Iteration 5Q: 3 clusters Score -38660.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38664.000000 Penalty: 587.993591
	Iteration 6Q: 3 clusters Score -38664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38667.218750 Penalty: 587.993591
	Iteration 7Q: 3 clusters Score -38667.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38669.113281 Penalty: 587.993591
	Iteration 8Q: 3 clusters Score -38669.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38671.269531 Penalty: 587.993591
	Iteration 9Q: 3 clusters Score -38671.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38671.453125 Penalty: 587.993591
	Iteration 10Q: 3 clusters Score -38671.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38671.453125 Penalty: 587.993591
	Iteration 11F: 3 clusters Score -38671.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -22678.052734 Penalty: 276.532745
	Iteration 0F: 2 clusters Score -22678.05 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 207 members 
Entering Unmasked Estep 
Score: -22280.201172 Penalty: 553.065491
	Iteration 0F: 3 clusters Score -22280.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22655.353516 Penalty: 553.065491
	Iteration 1F: 3 clusters Score -22655.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22807.707031 Penalty: 553.065491
	Iteration 2F: 3 clusters Score -22807.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22859.408203 Penalty: 553.065491
	Iteration 3F: 3 clusters Score -22859.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22880.380859 Penalty: 553.065491
	Iteration 4Q: 3 clusters Score -22880.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22886.070312 Penalty: 553.065491
	Iteration 5Q: 3 clusters Score -22886.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22888.189453 Penalty: 553.065491
	Iteration 6Q: 3 clusters Score -22888.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22890.492188 Penalty: 553.065491
	Iteration 7Q: 3 clusters Score -22890.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22896.804688 Penalty: 553.065491
	Iteration 8Q: 3 clusters Score -22896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22898.988281 Penalty: 553.065491
	Iteration 9Q: 3 clusters Score -22898.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22898.988281 Penalty: 553.065491
	Iteration 10F: 3 clusters Score -22898.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Entering Unmasked Estep 
Score: -53265244.000000 Penalty: 25572.335938
Splitting cluster 8 changes total score from -53265228.000000 to -53265244.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (84021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Entering Unmasked Estep 
Score: -5219497.500000 Penalty: 515.916443
	Iteration 0F: 2 clusters Score -5219498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5163657.500000 Penalty: 1031.832886
	Iteration 0F: 3 clusters Score -5163658 nChanged 41270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5189076.500000 Penalty: 1031.832886
	Iteration 1F: 3 clusters Score -5189076 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5190875.000000 Penalty: 1031.832886
	Iteration 2Q: 3 clusters Score -5190875 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5193861.500000 Penalty: 1031.832886
	Iteration 3Q: 3 clusters Score -5193862 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -5198092.500000 Penalty: 1031.832886
	Iteration 4F: 3 clusters Score -5198092 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5202718.000000 Penalty: 1031.832886
	Iteration 5F: 3 clusters Score -5202718 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5206822.000000 Penalty: 1031.832886
	Iteration 6F: 3 clusters Score -5206822 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5209795.500000 Penalty: 1031.832886
	Iteration 7F: 3 clusters Score -5209796 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -5211819.500000 Penalty: 1031.832886
	Iteration 8Q: 3 clusters Score -5211820 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5213119.000000 Penalty: 1031.832886
	Iteration 9Q: 3 clusters Score -5213119 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5213868.500000 Penalty: 1031.832886
	Iteration 10Q: 3 clusters Score -5213868 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5214308.000000 Penalty: 1031.832886
	Iteration 11Q: 3 clusters Score -5214308 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5214681.500000 Penalty: 1031.832886
	Iteration 12Q: 3 clusters Score -5214682 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -5214974.000000 Penalty: 1031.832886
	Iteration 13Q: 3 clusters Score -5214974 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5215269.500000 Penalty: 1031.832886
	Iteration 14Q: 3 clusters Score -5215270 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5215514.000000 Penalty: 1031.832886
	Iteration 15Q: 3 clusters Score -5215514 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5215745.500000 Penalty: 1031.832886
	Iteration 16Q: 3 clusters Score -5215746 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5215930.000000 Penalty: 1031.832886
	Iteration 17Q: 3 clusters Score -5215930 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -5216060.500000 Penalty: 1031.832886
	Iteration 18Q: 3 clusters Score -5216060 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5216217.000000 Penalty: 1031.832886
	Iteration 19Q: 3 clusters Score -5216217 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5216299.000000 Penalty: 1031.832886
	Iteration 20F: 3 clusters Score -5216299 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -5216359.500000 Penalty: 1031.832886
	Iteration 21Q: 3 clusters Score -5216360 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -5216384.000000 Penalty: 1031.832886
	Iteration 22Q: 3 clusters Score -5216384 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5216426.500000 Penalty: 1031.832886
	Iteration 23Q: 3 clusters Score -5216426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -5216457.000000 Penalty: 1031.832886
	Iteration 24Q: 3 clusters Score -5216457 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -5216496.500000 Penalty: 1031.832886
	Iteration 25Q: 3 clusters Score -5216496 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -5216551.500000 Penalty: 1031.832886
	Iteration 26Q: 3 clusters Score -5216552 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -5216599.000000 Penalty: 1031.832886
	Iteration 27Q: 3 clusters Score -5216599 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5216630.500000 Penalty: 1031.832886
	Iteration 28Q: 3 clusters Score -5216630 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5216664.500000 Penalty: 1031.832886
	Iteration 29Q: 3 clusters Score -5216664 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5216700.500000 Penalty: 1031.832886
	Iteration 30Q: 3 clusters Score -5216700 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5216725.500000 Penalty: 1031.832886
	Iteration 31Q: 3 clusters Score -5216726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5216758.500000 Penalty: 1031.832886
	Iteration 32Q: 3 clusters Score -5216758 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -5216781.500000 Penalty: 1031.832886
	Iteration 33Q: 3 clusters Score -5216782 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -5216820.000000 Penalty: 1031.832886
	Iteration 34Q: 3 clusters Score -5216820 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5216846.000000 Penalty: 1031.832886
	Iteration 35Q: 3 clusters Score -5216846 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5216865.500000 Penalty: 1031.832886
	Iteration 36Q: 3 clusters Score -5216866 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -5216911.500000 Penalty: 1031.832886
	Iteration 37Q: 3 clusters Score -5216912 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5216964.000000 Penalty: 1031.832886
	Iteration 38Q: 3 clusters Score -5216964 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5217022.500000 Penalty: 1031.832886
	Iteration 39Q: 3 clusters Score -5217022 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5217062.500000 Penalty: 1031.832886
	Iteration 40F: 3 clusters Score -5217062 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -5217106.500000 Penalty: 1031.832886
	Iteration 41Q: 3 clusters Score -5217106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5217176.500000 Penalty: 1031.832886
	Iteration 42Q: 3 clusters Score -5217176 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -5217203.000000 Penalty: 1031.832886
	Iteration 43Q: 3 clusters Score -5217203 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -5217268.500000 Penalty: 1031.832886
	Iteration 44Q: 3 clusters Score -5217268 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -5217290.000000 Penalty: 1031.832886
	Iteration 45Q: 3 clusters Score -5217290 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5217324.500000 Penalty: 1031.832886
	Iteration 46Q: 3 clusters Score -5217324 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5217342.000000 Penalty: 1031.832886
	Iteration 47Q: 3 clusters Score -5217342 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5217374.000000 Penalty: 1031.832886
	Iteration 48Q: 3 clusters Score -5217374 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5217397.000000 Penalty: 1031.832886
	Iteration 49Q: 3 clusters Score -5217397 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -5217422.000000 Penalty: 1031.832886
	Iteration 50Q: 3 clusters Score -5217422 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5217445.500000 Penalty: 1031.832886
	Iteration 51Q: 3 clusters Score -5217446 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -5217477.500000 Penalty: 1031.832886
	Iteration 52Q: 3 clusters Score -5217478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5217528.000000 Penalty: 1031.832886
	Iteration 53Q: 3 clusters Score -5217528 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -5217598.500000 Penalty: 1031.832886
	Iteration 54Q: 3 clusters Score -5217598 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -5217656.500000 Penalty: 1031.832886
	Iteration 55Q: 3 clusters Score -5217656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -5217767.000000 Penalty: 1031.832886
	Iteration 56Q: 3 clusters Score -5217767 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -5217867.500000 Penalty: 1031.832886
	Iteration 57Q: 3 clusters Score -5217868 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -5217960.000000 Penalty: 1031.832886
	Iteration 58Q: 3 clusters Score -5217960 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5218045.500000 Penalty: 1031.832886
	Iteration 59Q: 3 clusters Score -5218046 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -5218123.000000 Penalty: 1031.832886
	Iteration 60F: 3 clusters Score -5218123 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -5218230.000000 Penalty: 1031.832886
	Iteration 61Q: 3 clusters Score -5218230 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5218308.500000 Penalty: 1031.832886
	Iteration 62Q: 3 clusters Score -5218308 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -5218371.000000 Penalty: 1031.832886
	Iteration 63Q: 3 clusters Score -5218371 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5218467.500000 Penalty: 1031.832886
	Iteration 64Q: 3 clusters Score -5218468 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -5218558.500000 Penalty: 1031.832886
	Iteration 65Q: 3 clusters Score -5218558 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -5218643.000000 Penalty: 1031.832886
	Iteration 66Q: 3 clusters Score -5218643 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -5218720.000000 Penalty: 1031.832886
	Iteration 67Q: 3 clusters Score -5218720 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5218799.500000 Penalty: 1031.832886
	Iteration 68Q: 3 clusters Score -5218800 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5218858.000000 Penalty: 1031.832886
	Iteration 69Q: 3 clusters Score -5218858 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5218915.000000 Penalty: 1031.832886
	Iteration 70Q: 3 clusters Score -5218915 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5218952.000000 Penalty: 1031.832886
	Iteration 71Q: 3 clusters Score -5218952 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5218968.000000 Penalty: 1031.832886
	Iteration 72Q: 3 clusters Score -5218968 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5218995.500000 Penalty: 1031.832886
	Iteration 73Q: 3 clusters Score -5218996 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5219006.500000 Penalty: 1031.832886
	Iteration 74Q: 3 clusters Score -5219006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5219044.000000 Penalty: 1031.832886
	Iteration 75Q: 3 clusters Score -5219044 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5219053.000000 Penalty: 1031.832886
	Iteration 76Q: 3 clusters Score -5219053 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5219053.000000 Penalty: 1031.832886
	Iteration 77Q: 3 clusters Score -5219053 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5219073.000000 Penalty: 1031.832886
	Iteration 78Q: 3 clusters Score -5219073 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5219119.500000 Penalty: 1031.832886
	Iteration 79Q: 3 clusters Score -5219120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5219145.000000 Penalty: 1031.832886
	Iteration 80F: 3 clusters Score -5219145 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5219163.500000 Penalty: 1031.832886
	Iteration 81Q: 3 clusters Score -5219164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5219170.000000 Penalty: 1031.832886
	Iteration 82Q: 3 clusters Score -5219170 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5219187.500000 Penalty: 1031.832886
	Iteration 83Q: 3 clusters Score -5219188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5219188.500000 Penalty: 1031.832886
	Iteration 84Q: 3 clusters Score -5219188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5219202.500000 Penalty: 1031.832886
	Iteration 85Q: 3 clusters Score -5219202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5219207.500000 Penalty: 1031.832886
	Iteration 86Q: 3 clusters Score -5219208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5219218.500000 Penalty: 1031.832886
	Iteration 87Q: 3 clusters Score -5219218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5219219.000000 Penalty: 1031.832886
	Iteration 88Q: 3 clusters Score -5219219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5219233.500000 Penalty: 1031.832886
	Iteration 89Q: 3 clusters Score -5219234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5219242.000000 Penalty: 1031.832886
	Iteration 90Q: 3 clusters Score -5219242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5219240.000000 Penalty: 1031.832886
	Iteration 91Q: 3 clusters Score -5219240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5219245.000000 Penalty: 1031.832886
	Iteration 92Q: 3 clusters Score -5219245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5219241.500000 Penalty: 1031.832886
	Iteration 93Q: 3 clusters Score -5219242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5219243.500000 Penalty: 1031.832886
	Iteration 94Q: 3 clusters Score -5219244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5219241.500000 Penalty: 1031.832886
	Iteration 95Q: 3 clusters Score -5219242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5219241.000000 Penalty: 1031.832886
	Iteration 96Q: 3 clusters Score -5219241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5219235.000000 Penalty: 1031.832886
	Iteration 97Q: 3 clusters Score -5219235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5219239.000000 Penalty: 1031.832886
	Iteration 98Q: 3 clusters Score -5219239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5219234.500000 Penalty: 1031.832886
	Iteration 99Q: 3 clusters Score -5219234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5219236.500000 Penalty: 1031.832886
	Iteration 100F: 3 clusters Score -5219236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5219241.000000 Penalty: 1031.832886
	Iteration 101Q: 3 clusters Score -5219241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5219238.000000 Penalty: 1031.832886
	Iteration 102Q: 3 clusters Score -5219238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5219238.500000 Penalty: 1031.832886
	Iteration 103Q: 3 clusters Score -5219238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5219239.000000 Penalty: 1031.832886
	Iteration 104Q: 3 clusters Score -5219239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5219242.500000 Penalty: 1031.832886
	Iteration 105Q: 3 clusters Score -5219242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5219243.500000 Penalty: 1031.832886
	Iteration 106Q: 3 clusters Score -5219244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5219243.500000 Penalty: 1031.832886
	Iteration 107Q: 3 clusters Score -5219244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5219245.000000 Penalty: 1031.832886
	Iteration 108Q: 3 clusters Score -5219245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5219250.500000 Penalty: 1031.832886
	Iteration 109Q: 3 clusters Score -5219250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5219250.000000 Penalty: 1031.832886
	Iteration 110Q: 3 clusters Score -5219250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5219248.500000 Penalty: 1031.832886
	Iteration 111Q: 3 clusters Score -5219248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5219248.500000 Penalty: 1031.832886
	Iteration 112F: 3 clusters Score -5219248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -43669.601562 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -43669.6 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 366 members 
Entering Unmasked Estep 
Score: -43030.164062 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -43030.16 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43290.250000 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -43290.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43413.878906 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -43413.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43518.378906 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -43518.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43598.691406 Penalty: 598.204895
	Iteration 4F: 3 clusters Score -43598.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43672.410156 Penalty: 598.204895
	Iteration 5F: 3 clusters Score -43672.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43748.570312 Penalty: 598.204895
	Iteration 6F: 3 clusters Score -43748.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43804.046875 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -43804.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43853.312500 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -43853.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43885.660156 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -43885.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43896.351562 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -43896.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43908.632812 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -43908.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43912.328125 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -43912.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43917.023438 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -43917.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43918.015625 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -43918.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43918.015625 Penalty: 598.204895
	Iteration 15F: 3 clusters Score -43918.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 474 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 242 members 
Entering Unmasked Estep 
Score: -53265176.000000 Penalty: 26196.052734
Splitting cluster 10 changes total score from -53265228.000000 to -53265176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -54677.625000 Penalty: 310.061707
	Iteration 0F: 2 clusters Score -54677.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53956.531250 Penalty: 620.123413
	Iteration 0F: 3 clusters Score -53956.53 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54247.507812 Penalty: 620.123413
	Iteration 1F: 3 clusters Score -54247.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54328.863281 Penalty: 620.123413
	Iteration 2F: 3 clusters Score -54328.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54383.160156 Penalty: 620.123413
	Iteration 3F: 3 clusters Score -54383.16 nChanged 48
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: -54442.187500 Penalty: 620.123413
	Iteration 4F: 3 clusters Score -54442.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54537.355469 Penalty: 620.123413
	Iteration 5Q: 3 clusters Score -54537.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54696.898438 Penalty: 620.123413
	Iteration 6Q: 3 clusters Score -54696.9 nChanged 40
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: -54735.949219 Penalty: 620.123413
	Iteration 7Q: 3 clusters Score -54735.95 nChanged 18
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: -54754.847656 Penalty: 620.123413
	Iteration 8Q: 3 clusters Score -54754.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54762.324219 Penalty: 620.123413
	Iteration 9Q: 3 clusters Score -54762.32 nChanged 13
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: -54769.613281 Penalty: 620.123413
	Iteration 10Q: 3 clusters Score -54769.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54772.683594 Penalty: 620.123413
	Iteration 11Q: 3 clusters Score -54772.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54776.468750 Penalty: 620.123413
	Iteration 12Q: 3 clusters Score -54776.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54778.457031 Penalty: 620.123413
	Iteration 13Q: 3 clusters Score -54778.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54778.660156 Penalty: 620.123413
	Iteration 14Q: 3 clusters Score -54778.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54778.660156 Penalty: 620.123413
	Iteration 15F: 3 clusters Score -54778.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 486 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 425 members 
Entering Unmasked Estep 
Score: -53265076.000000 Penalty: 26196.052734
Splitting cluster 11 changes total score from -53265228.000000 to -53265076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (63999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Entering Unmasked Estep 
Score: -3938865.000000 Penalty: 503.531342
	Iteration 0F: 2 clusters Score -3938865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3895821.250000 Penalty: 1007.062683
	Iteration 0F: 3 clusters Score -3895821 nChanged 31021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3915092.000000 Penalty: 1007.062683
	Iteration 1F: 3 clusters Score -3915092 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3916918.250000 Penalty: 1007.062683
	Iteration 2F: 3 clusters Score -3916918 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3919301.250000 Penalty: 1007.062683
	Iteration 3F: 3 clusters Score -3919301 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3922445.750000 Penalty: 1007.062683
	Iteration 4F: 3 clusters Score -3922446 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -3925923.000000 Penalty: 1007.062683
	Iteration 5F: 3 clusters Score -3925923 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3928767.250000 Penalty: 1007.062683
	Iteration 6F: 3 clusters Score -3928767 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3930038.750000 Penalty: 1007.062683
	Iteration 7Q: 3 clusters Score -3930039 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3930495.250000 Penalty: 1007.062683
	Iteration 8Q: 3 clusters Score -3930495 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3930784.000000 Penalty: 1007.062683
	Iteration 9Q: 3 clusters Score -3930784 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3931038.500000 Penalty: 1007.062683
	Iteration 10Q: 3 clusters Score -3931038 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3931255.250000 Penalty: 1007.062683
	Iteration 11Q: 3 clusters Score -3931255 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3931441.250000 Penalty: 1007.062683
	Iteration 12Q: 3 clusters Score -3931441 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -3931605.000000 Penalty: 1007.062683
	Iteration 13Q: 3 clusters Score -3931605 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3931764.750000 Penalty: 1007.062683
	Iteration 14Q: 3 clusters Score -3931765 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3931903.750000 Penalty: 1007.062683
	Iteration 15Q: 3 clusters Score -3931904 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3931994.000000 Penalty: 1007.062683
	Iteration 16Q: 3 clusters Score -3931994 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3932084.250000 Penalty: 1007.062683
	Iteration 17Q: 3 clusters Score -3932084 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3932169.750000 Penalty: 1007.062683
	Iteration 18Q: 3 clusters Score -3932170 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3932246.250000 Penalty: 1007.062683
	Iteration 19Q: 3 clusters Score -3932246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3932303.500000 Penalty: 1007.062683
	Iteration 20F: 3 clusters Score -3932304 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3932368.250000 Penalty: 1007.062683
	Iteration 21Q: 3 clusters Score -3932368 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3932409.750000 Penalty: 1007.062683
	Iteration 22Q: 3 clusters Score -3932410 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3932462.000000 Penalty: 1007.062683
	Iteration 23Q: 3 clusters Score -3932462 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3932523.500000 Penalty: 1007.062683
	Iteration 24Q: 3 clusters Score -3932524 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3932587.000000 Penalty: 1007.062683
	Iteration 25Q: 3 clusters Score -3932587 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3932622.250000 Penalty: 1007.062683
	Iteration 26Q: 3 clusters Score -3932622 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3932682.000000 Penalty: 1007.062683
	Iteration 27Q: 3 clusters Score -3932682 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3932751.000000 Penalty: 1007.062683
	Iteration 28Q: 3 clusters Score -3932751 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3932804.000000 Penalty: 1007.062683
	Iteration 29Q: 3 clusters Score -3932804 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3932846.500000 Penalty: 1007.062683
	Iteration 30Q: 3 clusters Score -3932846 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3932879.250000 Penalty: 1007.062683
	Iteration 31Q: 3 clusters Score -3932879 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3932920.500000 Penalty: 1007.062683
	Iteration 32Q: 3 clusters Score -3932920 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3932987.750000 Penalty: 1007.062683
	Iteration 33Q: 3 clusters Score -3932988 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3933020.000000 Penalty: 1007.062683
	Iteration 34Q: 3 clusters Score -3933020 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3933086.000000 Penalty: 1007.062683
	Iteration 35Q: 3 clusters Score -3933086 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3933114.500000 Penalty: 1007.062683
	Iteration 36Q: 3 clusters Score -3933114 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3933178.000000 Penalty: 1007.062683
	Iteration 37Q: 3 clusters Score -3933178 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3933231.500000 Penalty: 1007.062683
	Iteration 38Q: 3 clusters Score -3933232 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3933279.750000 Penalty: 1007.062683
	Iteration 39Q: 3 clusters Score -3933280 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3933340.500000 Penalty: 1007.062683
	Iteration 40F: 3 clusters Score -3933340 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3933387.000000 Penalty: 1007.062683
	Iteration 41Q: 3 clusters Score -3933387 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3933449.000000 Penalty: 1007.062683
	Iteration 42Q: 3 clusters Score -3933449 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3933523.500000 Penalty: 1007.062683
	Iteration 43Q: 3 clusters Score -3933524 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3933596.000000 Penalty: 1007.062683
	Iteration 44Q: 3 clusters Score -3933596 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3933696.000000 Penalty: 1007.062683
	Iteration 45Q: 3 clusters Score -3933696 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3933787.500000 Penalty: 1007.062683
	Iteration 46Q: 3 clusters Score -3933788 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3933906.500000 Penalty: 1007.062683
	Iteration 47Q: 3 clusters Score -3933906 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3934018.750000 Penalty: 1007.062683
	Iteration 48Q: 3 clusters Score -3934019 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3934111.500000 Penalty: 1007.062683
	Iteration 49Q: 3 clusters Score -3934112 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3934251.500000 Penalty: 1007.062683
	Iteration 50Q: 3 clusters Score -3934252 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3934371.500000 Penalty: 1007.062683
	Iteration 51Q: 3 clusters Score -3934372 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3934490.250000 Penalty: 1007.062683
	Iteration 52Q: 3 clusters Score -3934490 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3934614.250000 Penalty: 1007.062683
	Iteration 53Q: 3 clusters Score -3934614 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3934737.750000 Penalty: 1007.062683
	Iteration 54Q: 3 clusters Score -3934738 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3934897.250000 Penalty: 1007.062683
	Iteration 55Q: 3 clusters Score -3934897 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3935072.250000 Penalty: 1007.062683
	Iteration 56Q: 3 clusters Score -3935072 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3935221.250000 Penalty: 1007.062683
	Iteration 57Q: 3 clusters Score -3935221 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3935364.250000 Penalty: 1007.062683
	Iteration 58Q: 3 clusters Score -3935364 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3935510.500000 Penalty: 1007.062683
	Iteration 59Q: 3 clusters Score -3935510 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3935656.500000 Penalty: 1007.062683
	Iteration 60F: 3 clusters Score -3935656 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3935833.500000 Penalty: 1007.062683
	Iteration 61Q: 3 clusters Score -3935834 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3936009.000000 Penalty: 1007.062683
	Iteration 62Q: 3 clusters Score -3936009 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3936193.000000 Penalty: 1007.062683
	Iteration 63Q: 3 clusters Score -3936193 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3936375.500000 Penalty: 1007.062683
	Iteration 64Q: 3 clusters Score -3936376 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3936570.750000 Penalty: 1007.062683
	Iteration 65Q: 3 clusters Score -3936571 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3936787.750000 Penalty: 1007.062683
	Iteration 66Q: 3 clusters Score -3936788 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3936985.000000 Penalty: 1007.062683
	Iteration 67Q: 3 clusters Score -3936985 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3937186.750000 Penalty: 1007.062683
	Iteration 68Q: 3 clusters Score -3937187 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3937402.000000 Penalty: 1007.062683
	Iteration 69Q: 3 clusters Score -3937402 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3937601.250000 Penalty: 1007.062683
	Iteration 70Q: 3 clusters Score -3937601 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3937754.500000 Penalty: 1007.062683
	Iteration 71Q: 3 clusters Score -3937754 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3937877.750000 Penalty: 1007.062683
	Iteration 72Q: 3 clusters Score -3937878 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3937979.500000 Penalty: 1007.062683
	Iteration 73Q: 3 clusters Score -3937980 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3938098.250000 Penalty: 1007.062683
	Iteration 74Q: 3 clusters Score -3938098 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3938189.000000 Penalty: 1007.062683
	Iteration 75Q: 3 clusters Score -3938189 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3938276.500000 Penalty: 1007.062683
	Iteration 76Q: 3 clusters Score -3938276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3938372.750000 Penalty: 1007.062683
	Iteration 77Q: 3 clusters Score -3938373 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3938422.500000 Penalty: 1007.062683
	Iteration 78Q: 3 clusters Score -3938422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3938470.750000 Penalty: 1007.062683
	Iteration 79Q: 3 clusters Score -3938471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3938507.750000 Penalty: 1007.062683
	Iteration 80F: 3 clusters Score -3938508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3938526.750000 Penalty: 1007.062683
	Iteration 81Q: 3 clusters Score -3938527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3938554.250000 Penalty: 1007.062683
	Iteration 82Q: 3 clusters Score -3938554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3938553.000000 Penalty: 1007.062683
	Iteration 83Q: 3 clusters Score -3938553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3938563.250000 Penalty: 1007.062683
	Iteration 84Q: 3 clusters Score -3938563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3938576.750000 Penalty: 1007.062683
	Iteration 85Q: 3 clusters Score -3938577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3938581.750000 Penalty: 1007.062683
	Iteration 86Q: 3 clusters Score -3938582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3938590.000000 Penalty: 1007.062683
	Iteration 87Q: 3 clusters Score -3938590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3938595.750000 Penalty: 1007.062683
	Iteration 88Q: 3 clusters Score -3938596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3938586.000000 Penalty: 1007.062683
	Iteration 89Q: 3 clusters Score -3938586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3938591.000000 Penalty: 1007.062683
	Iteration 90Q: 3 clusters Score -3938591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3938595.500000 Penalty: 1007.062683
	Iteration 91Q: 3 clusters Score -3938596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3938602.000000 Penalty: 1007.062683
	Iteration 92Q: 3 clusters Score -3938602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3938609.250000 Penalty: 1007.062683
	Iteration 93Q: 3 clusters Score -3938609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3938609.750000 Penalty: 1007.062683
	Iteration 94Q: 3 clusters Score -3938610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3938610.000000 Penalty: 1007.062683
	Iteration 95Q: 3 clusters Score -3938610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3938612.500000 Penalty: 1007.062683
	Iteration 96Q: 3 clusters Score -3938612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3938615.500000 Penalty: 1007.062683
	Iteration 97Q: 3 clusters Score -3938616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3938614.000000 Penalty: 1007.062683
	Iteration 98Q: 3 clusters Score -3938614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3938614.250000 Penalty: 1007.062683
	Iteration 99Q: 3 clusters Score -3938614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3938617.750000 Penalty: 1007.062683
	Iteration 100F: 3 clusters Score -3938618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3938620.500000 Penalty: 1007.062683
	Iteration 101Q: 3 clusters Score -3938620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3938617.250000 Penalty: 1007.062683
	Iteration 102Q: 3 clusters Score -3938617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3938617.750000 Penalty: 1007.062683
	Iteration 103Q: 3 clusters Score -3938618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3938617.000000 Penalty: 1007.062683
	Iteration 104Q: 3 clusters Score -3938617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3938615.250000 Penalty: 1007.062683
	Iteration 105Q: 3 clusters Score -3938615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3938616.750000 Penalty: 1007.062683
	Iteration 106Q: 3 clusters Score -3938617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3938614.250000 Penalty: 1007.062683
	Iteration 107Q: 3 clusters Score -3938614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3938614.500000 Penalty: 1007.062683
	Iteration 108Q: 3 clusters Score -3938614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3938614.750000 Penalty: 1007.062683
	Iteration 109Q: 3 clusters Score -3938615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3938614.750000 Penalty: 1007.062683
	Iteration 110Q: 3 clusters Score -3938615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3938618.250000 Penalty: 1007.062683
	Iteration 111Q: 3 clusters Score -3938618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3938616.750000 Penalty: 1007.062683
	Iteration 112Q: 3 clusters Score -3938617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3938614.500000 Penalty: 1007.062683
	Iteration 113Q: 3 clusters Score -3938614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3938620.500000 Penalty: 1007.062683
	Iteration 114Q: 3 clusters Score -3938620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3938620.500000 Penalty: 1007.062683
	Iteration 115F: 3 clusters Score -3938620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -291609.593750 Penalty: 385.121765
	Iteration 0F: 2 clusters Score -291609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -288381.562500 Penalty: 770.243530
	Iteration 0F: 3 clusters Score -288381.6 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -289514.250000 Penalty: 770.243530
	Iteration 1F: 3 clusters Score -289514.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -289659.343750 Penalty: 770.243530
	Iteration 2F: 3 clusters Score -289659.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -289890.343750 Penalty: 770.243530
	Iteration 3F: 3 clusters Score -289890.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -290201.531250 Penalty: 770.243530
	Iteration 4F: 3 clusters Score -290201.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -290605.125000 Penalty: 770.243530
	Iteration 5F: 3 clusters Score -290605.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -291015.937500 Penalty: 770.243530
	Iteration 6F: 3 clusters Score -291015.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -291352.406250 Penalty: 770.243530
	Iteration 7F: 3 clusters Score -291352.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -291520.562500 Penalty: 770.243530
	Iteration 8Q: 3 clusters Score -291520.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -291605.843750 Penalty: 770.243530
	Iteration 9Q: 3 clusters Score -291605.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -291651.843750 Penalty: 770.243530
	Iteration 10Q: 3 clusters Score -291651.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -291680.781250 Penalty: 770.243530
	Iteration 11Q: 3 clusters Score -291680.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -291693.218750 Penalty: 770.243530
	Iteration 12Q: 3 clusters Score -291693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -291698.125000 Penalty: 770.243530
	Iteration 13Q: 3 clusters Score -291698.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -291701.406250 Penalty: 770.243530
	Iteration 14Q: 3 clusters Score -291701.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -291702.281250 Penalty: 770.243530
	Iteration 15Q: 3 clusters Score -291702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -291702.937500 Penalty: 770.243530
	Iteration 16Q: 3 clusters Score -291702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -291703.156250 Penalty: 770.243530
	Iteration 17Q: 3 clusters Score -291703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -291703.468750 Penalty: 770.243530
	Iteration 18Q: 3 clusters Score -291703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -291703.187500 Penalty: 770.243530
	Iteration 19Q: 3 clusters Score -291703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -291703.187500 Penalty: 770.243530
	Iteration 20F: 3 clusters Score -291703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 749 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 3993 members 
Entering Unmasked Estep 
Score: -53265096.000000 Penalty: 26196.052734
Splitting cluster 13 changes total score from -53265228.000000 to -53265096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -209587.000000 Penalty: 370.051514
	Iteration 0F: 2 clusters Score -209587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -207315.250000 Penalty: 740.103027
	Iteration 0F: 3 clusters Score -207315.2 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -209259.468750 Penalty: 740.103027
	Iteration 1F: 3 clusters Score -209259.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -210401.953125 Penalty: 740.103027
	Iteration 2F: 3 clusters Score -210402 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -210921.062500 Penalty: 740.103027
	Iteration 3F: 3 clusters Score -210921.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -211137.640625 Penalty: 740.103027
	Iteration 4F: 3 clusters Score -211137.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -211237.750000 Penalty: 740.103027
	Iteration 5Q: 3 clusters Score -211237.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -211310.125000 Penalty: 740.103027
	Iteration 6Q: 3 clusters Score -211310.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -211365.000000 Penalty: 740.103027
	Iteration 7Q: 3 clusters Score -211365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -211395.062500 Penalty: 740.103027
	Iteration 8Q: 3 clusters Score -211395.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -211422.015625 Penalty: 740.103027
	Iteration 9Q: 3 clusters Score -211422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -211439.046875 Penalty: 740.103027
	Iteration 10Q: 3 clusters Score -211439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -211445.062500 Penalty: 740.103027
	Iteration 11Q: 3 clusters Score -211445.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -211451.453125 Penalty: 740.103027
	Iteration 12Q: 3 clusters Score -211451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -211460.578125 Penalty: 740.103027
	Iteration 13Q: 3 clusters Score -211460.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -211472.250000 Penalty: 740.103027
	Iteration 14Q: 3 clusters Score -211472.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -211488.734375 Penalty: 740.103027
	Iteration 15Q: 3 clusters Score -211488.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -211515.015625 Penalty: 740.103027
	Iteration 16Q: 3 clusters Score -211515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -211531.390625 Penalty: 740.103027
	Iteration 17Q: 3 clusters Score -211531.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -211537.500000 Penalty: 740.103027
	Iteration 18Q: 3 clusters Score -211537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -211538.296875 Penalty: 740.103027
	Iteration 19Q: 3 clusters Score -211538.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -211546.796875 Penalty: 740.103027
	Iteration 20F: 3 clusters Score -211546.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -211558.562500 Penalty: 740.103027
	Iteration 21Q: 3 clusters Score -211558.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211568.234375 Penalty: 740.103027
	Iteration 22Q: 3 clusters Score -211568.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -211580.906250 Penalty: 740.103027
	Iteration 23Q: 3 clusters Score -211580.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -211602.156250 Penalty: 740.103027
	Iteration 24Q: 3 clusters Score -211602.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -211657.500000 Penalty: 740.103027
	Iteration 25Q: 3 clusters Score -211657.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -211756.578125 Penalty: 740.103027
	Iteration 26Q: 3 clusters Score -211756.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -211939.343750 Penalty: 740.103027
	Iteration 27Q: 3 clusters Score -211939.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -211996.765625 Penalty: 740.103027
	Iteration 28Q: 3 clusters Score -211996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -212004.734375 Penalty: 740.103027
	Iteration 29Q: 3 clusters Score -212004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -212007.203125 Penalty: 740.103027
	Iteration 30Q: 3 clusters Score -212007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -212006.359375 Penalty: 740.103027
	Iteration 31Q: 3 clusters Score -212006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -212006.359375 Penalty: 740.103027
	Iteration 32F: 3 clusters Score -212006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Entering Unmasked Estep 
Score: -53267468.000000 Penalty: 26196.052734
Splitting cluster 14 changes total score from -53265228.000000 to -53267468.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (86708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Entering Unmasked Estep 
Score: -5434952.000000 Penalty: 517.348694
	Iteration 0F: 2 clusters Score -5434952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5378115.000000 Penalty: 1034.697388
	Iteration 0F: 3 clusters Score -5378115 nChanged 42145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5404523.000000 Penalty: 1034.697388
	Iteration 1F: 3 clusters Score -5404523 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -5406655.500000 Penalty: 1034.697388
	Iteration 2F: 3 clusters Score -5406656 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -5409905.500000 Penalty: 1034.697388
	Iteration 3F: 3 clusters Score -5409906 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -5414990.500000 Penalty: 1034.697388
	Iteration 4F: 3 clusters Score -5414990 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5421577.500000 Penalty: 1034.697388
	Iteration 5F: 3 clusters Score -5421578 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5427036.500000 Penalty: 1034.697388
	Iteration 6F: 3 clusters Score -5427036 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -5429416.000000 Penalty: 1034.697388
	Iteration 7Q: 3 clusters Score -5429416 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5430338.500000 Penalty: 1034.697388
	Iteration 8Q: 3 clusters Score -5430338 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -5430950.000000 Penalty: 1034.697388
	Iteration 9Q: 3 clusters Score -5430950 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5431490.000000 Penalty: 1034.697388
	Iteration 10Q: 3 clusters Score -5431490 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -5431962.000000 Penalty: 1034.697388
	Iteration 11Q: 3 clusters Score -5431962 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -5432299.500000 Penalty: 1034.697388
	Iteration 12Q: 3 clusters Score -5432300 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -5432568.500000 Penalty: 1034.697388
	Iteration 13Q: 3 clusters Score -5432568 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -5432815.000000 Penalty: 1034.697388
	Iteration 14Q: 3 clusters Score -5432815 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5433028.000000 Penalty: 1034.697388
	Iteration 15Q: 3 clusters Score -5433028 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -5433237.500000 Penalty: 1034.697388
	Iteration 16Q: 3 clusters Score -5433238 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5433405.500000 Penalty: 1034.697388
	Iteration 17Q: 3 clusters Score -5433406 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5433605.000000 Penalty: 1034.697388
	Iteration 18Q: 3 clusters Score -5433605 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5433729.000000 Penalty: 1034.697388
	Iteration 19Q: 3 clusters Score -5433729 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5433854.000000 Penalty: 1034.697388
	Iteration 20F: 3 clusters Score -5433854 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5433973.000000 Penalty: 1034.697388
	Iteration 21Q: 3 clusters Score -5433973 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5434066.000000 Penalty: 1034.697388
	Iteration 22Q: 3 clusters Score -5434066 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5434126.500000 Penalty: 1034.697388
	Iteration 23Q: 3 clusters Score -5434126 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5434190.000000 Penalty: 1034.697388
	Iteration 24Q: 3 clusters Score -5434190 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5434251.500000 Penalty: 1034.697388
	Iteration 25Q: 3 clusters Score -5434252 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5434305.000000 Penalty: 1034.697388
	Iteration 26Q: 3 clusters Score -5434305 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5434341.000000 Penalty: 1034.697388
	Iteration 27Q: 3 clusters Score -5434341 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5434401.500000 Penalty: 1034.697388
	Iteration 28Q: 3 clusters Score -5434402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5434439.500000 Penalty: 1034.697388
	Iteration 29Q: 3 clusters Score -5434440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5434495.000000 Penalty: 1034.697388
	Iteration 30Q: 3 clusters Score -5434495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5434524.000000 Penalty: 1034.697388
	Iteration 31Q: 3 clusters Score -5434524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5434541.500000 Penalty: 1034.697388
	Iteration 32Q: 3 clusters Score -5434542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5434566.500000 Penalty: 1034.697388
	Iteration 33Q: 3 clusters Score -5434566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5434579.500000 Penalty: 1034.697388
	Iteration 34Q: 3 clusters Score -5434580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5434602.000000 Penalty: 1034.697388
	Iteration 35Q: 3 clusters Score -5434602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5434610.000000 Penalty: 1034.697388
	Iteration 36Q: 3 clusters Score -5434610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5434632.500000 Penalty: 1034.697388
	Iteration 37Q: 3 clusters Score -5434632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5434636.000000 Penalty: 1034.697388
	Iteration 38Q: 3 clusters Score -5434636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5434643.500000 Penalty: 1034.697388
	Iteration 39Q: 3 clusters Score -5434644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5434648.500000 Penalty: 1034.697388
	Iteration 40F: 3 clusters Score -5434648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5434654.000000 Penalty: 1034.697388
	Iteration 41Q: 3 clusters Score -5434654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5434663.500000 Penalty: 1034.697388
	Iteration 42Q: 3 clusters Score -5434664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5434674.000000 Penalty: 1034.697388
	Iteration 43Q: 3 clusters Score -5434674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5434670.500000 Penalty: 1034.697388
	Iteration 44Q: 3 clusters Score -5434670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5434666.000000 Penalty: 1034.697388
	Iteration 45Q: 3 clusters Score -5434666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5434668.000000 Penalty: 1034.697388
	Iteration 46Q: 3 clusters Score -5434668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5434675.500000 Penalty: 1034.697388
	Iteration 47Q: 3 clusters Score -5434676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5434683.500000 Penalty: 1034.697388
	Iteration 48Q: 3 clusters Score -5434684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5434675.000000 Penalty: 1034.697388
	Iteration 49Q: 3 clusters Score -5434675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5434682.000000 Penalty: 1034.697388
	Iteration 50Q: 3 clusters Score -5434682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5434679.000000 Penalty: 1034.697388
	Iteration 51Q: 3 clusters Score -5434679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5434677.500000 Penalty: 1034.697388
	Iteration 52Q: 3 clusters Score -5434678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5434684.500000 Penalty: 1034.697388
	Iteration 53Q: 3 clusters Score -5434684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5434687.500000 Penalty: 1034.697388
	Iteration 54Q: 3 clusters Score -5434688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5434690.500000 Penalty: 1034.697388
	Iteration 55Q: 3 clusters Score -5434690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5434694.000000 Penalty: 1034.697388
	Iteration 56Q: 3 clusters Score -5434694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5434696.000000 Penalty: 1034.697388
	Iteration 57Q: 3 clusters Score -5434696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5434689.500000 Penalty: 1034.697388
	Iteration 58Q: 3 clusters Score -5434690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5434689.500000 Penalty: 1034.697388
	Iteration 59F: 3 clusters Score -5434690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -23447.933594 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -23447.93 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 247 members 
Entering Unmasked Estep 
Score: -23017.107422 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -23017.11 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23596.093750 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -23596.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23887.134766 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -23887.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23973.595703 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -23973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24019.142578 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -24019.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24070.130859 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -24070.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24124.445312 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -24124.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24143.160156 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -24143.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24145.416016 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -24145.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24145.416016 Penalty: 563.876404
	Iteration 9F: 3 clusters Score -24145.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Entering Unmasked Estep 
Score: -53267836.000000 Penalty: 26819.767578
Splitting cluster 16 changes total score from -53265228.000000 to -53267836.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 17 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -228524.156250 Penalty: 375.188904
	Iteration 0F: 2 clusters Score -228524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -225895.265625 Penalty: 750.377808
	Iteration 0F: 3 clusters Score -225895.3 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -226811.234375 Penalty: 750.377808
	Iteration 1F: 3 clusters Score -226811.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -226904.500000 Penalty: 750.377808
	Iteration 2F: 3 clusters Score -226904.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -227017.875000 Penalty: 750.377808
	Iteration 3F: 3 clusters Score -227017.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -227158.703125 Penalty: 750.377808
	Iteration 4F: 3 clusters Score -227158.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -227350.921875 Penalty: 750.377808
	Iteration 5F: 3 clusters Score -227350.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -227532.859375 Penalty: 750.377808
	Iteration 6F: 3 clusters Score -227532.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -227694.796875 Penalty: 750.377808
	Iteration 7F: 3 clusters Score -227694.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -227788.687500 Penalty: 750.377808
	Iteration 8Q: 3 clusters Score -227788.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -227841.875000 Penalty: 750.377808
	Iteration 9Q: 3 clusters Score -227841.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -227874.578125 Penalty: 750.377808
	Iteration 10Q: 3 clusters Score -227874.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -227902.859375 Penalty: 750.377808
	Iteration 11Q: 3 clusters Score -227902.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -227930.750000 Penalty: 750.377808
	Iteration 12Q: 3 clusters Score -227930.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -227956.578125 Penalty: 750.377808
	Iteration 13Q: 3 clusters Score -227956.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -227990.796875 Penalty: 750.377808
	Iteration 14Q: 3 clusters Score -227990.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -228024.640625 Penalty: 750.377808
	Iteration 15Q: 3 clusters Score -228024.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -228047.828125 Penalty: 750.377808
	Iteration 16Q: 3 clusters Score -228047.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -228066.546875 Penalty: 750.377808
	Iteration 17Q: 3 clusters Score -228066.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -228087.156250 Penalty: 750.377808
	Iteration 18Q: 3 clusters Score -228087.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -228105.562500 Penalty: 750.377808
	Iteration 19Q: 3 clusters Score -228105.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -228121.781250 Penalty: 750.377808
	Iteration 20F: 3 clusters Score -228121.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -228130.703125 Penalty: 750.377808
	Iteration 21Q: 3 clusters Score -228130.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -228142.593750 Penalty: 750.377808
	Iteration 22Q: 3 clusters Score -228142.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -228150.968750 Penalty: 750.377808
	Iteration 23Q: 3 clusters Score -228151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -228156.609375 Penalty: 750.377808
	Iteration 24Q: 3 clusters Score -228156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -228161.281250 Penalty: 750.377808
	Iteration 25Q: 3 clusters Score -228161.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -228165.437500 Penalty: 750.377808
	Iteration 26Q: 3 clusters Score -228165.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -228169.328125 Penalty: 750.377808
	Iteration 27Q: 3 clusters Score -228169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -228171.953125 Penalty: 750.377808
	Iteration 28Q: 3 clusters Score -228172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -228173.078125 Penalty: 750.377808
	Iteration 29Q: 3 clusters Score -228173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -228174.625000 Penalty: 750.377808
	Iteration 30Q: 3 clusters Score -228174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -228175.375000 Penalty: 750.377808
	Iteration 31Q: 3 clusters Score -228175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -228176.765625 Penalty: 750.377808
	Iteration 32Q: 3 clusters Score -228176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -228177.765625 Penalty: 750.377808
	Iteration 33Q: 3 clusters Score -228177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -228177.968750 Penalty: 750.377808
	Iteration 34Q: 3 clusters Score -228178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -228178.156250 Penalty: 750.377808
	Iteration 35Q: 3 clusters Score -228178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -228178.359375 Penalty: 750.377808
	Iteration 36Q: 3 clusters Score -228178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -228178.625000 Penalty: 750.377808
	Iteration 37Q: 3 clusters Score -228178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -228179.765625 Penalty: 750.377808
	Iteration 38Q: 3 clusters Score -228179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -228180.343750 Penalty: 750.377808
	Iteration 39Q: 3 clusters Score -228180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -228182.406250 Penalty: 750.377808
	Iteration 40F: 3 clusters Score -228182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -228184.359375 Penalty: 750.377808
	Iteration 41Q: 3 clusters Score -228184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -228185.593750 Penalty: 750.377808
	Iteration 42Q: 3 clusters Score -228185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -228186.406250 Penalty: 750.377808
	Iteration 43Q: 3 clusters Score -228186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -228187.875000 Penalty: 750.377808
	Iteration 44Q: 3 clusters Score -228187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -228191.234375 Penalty: 750.377808
	Iteration 45Q: 3 clusters Score -228191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -228199.328125 Penalty: 750.377808
	Iteration 46Q: 3 clusters Score -228199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -228204.953125 Penalty: 750.377808
	Iteration 47Q: 3 clusters Score -228205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -228210.328125 Penalty: 750.377808
	Iteration 48Q: 3 clusters Score -228210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -228215.593750 Penalty: 750.377808
	Iteration 49Q: 3 clusters Score -228215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -228219.281250 Penalty: 750.377808
	Iteration 50Q: 3 clusters Score -228219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -228222.359375 Penalty: 750.377808
	Iteration 51Q: 3 clusters Score -228222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -228223.046875 Penalty: 750.377808
	Iteration 52Q: 3 clusters Score -228223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -228224.703125 Penalty: 750.377808
	Iteration 53Q: 3 clusters Score -228224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -228225.218750 Penalty: 750.377808
	Iteration 54Q: 3 clusters Score -228225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -228225.781250 Penalty: 750.377808
	Iteration 55Q: 3 clusters Score -228225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -228226.062500 Penalty: 750.377808
	Iteration 56Q: 3 clusters Score -228226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -228226.062500 Penalty: 750.377808
	Iteration 57F: 3 clusters Score -228226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Entering Unmasked Estep 
Score: -5748583.500000 Penalty: 520.002197
	Iteration 0F: 2 clusters Score -5748584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -5689964.000000 Penalty: 1040.004395
	Iteration 0F: 3 clusters Score -5689964 nChanged 44794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5718250.500000 Penalty: 1040.004395
	Iteration 1F: 3 clusters Score -5718250 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -5720953.500000 Penalty: 1040.004395
	Iteration 2F: 3 clusters Score -5720954 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5725515.500000 Penalty: 1040.004395
	Iteration 3F: 3 clusters Score -5725516 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -5731543.000000 Penalty: 1040.004395
	Iteration 4F: 3 clusters Score -5731543 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -5736421.000000 Penalty: 1040.004395
	Iteration 5F: 3 clusters Score -5736421 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5738673.500000 Penalty: 1040.004395
	Iteration 6Q: 3 clusters Score -5738674 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5739572.000000 Penalty: 1040.004395
	Iteration 7Q: 3 clusters Score -5739572 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -5740236.000000 Penalty: 1040.004395
	Iteration 8Q: 3 clusters Score -5740236 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -5740926.000000 Penalty: 1040.004395
	Iteration 9Q: 3 clusters Score -5740926 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -5741607.500000 Penalty: 1040.004395
	Iteration 10Q: 3 clusters Score -5741608 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5742300.500000 Penalty: 1040.004395
	Iteration 11Q: 3 clusters Score -5742300 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -5742954.500000 Penalty: 1040.004395
	Iteration 12Q: 3 clusters Score -5742954 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -5743616.000000 Penalty: 1040.004395
	Iteration 13Q: 3 clusters Score -5743616 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5744300.500000 Penalty: 1040.004395
	Iteration 14Q: 3 clusters Score -5744300 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5745055.500000 Penalty: 1040.004395
	Iteration 15Q: 3 clusters Score -5745056 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5745716.000000 Penalty: 1040.004395
	Iteration 16Q: 3 clusters Score -5745716 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5746289.000000 Penalty: 1040.004395
	Iteration 17Q: 3 clusters Score -5746289 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5746781.000000 Penalty: 1040.004395
	Iteration 18Q: 3 clusters Score -5746781 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -5747190.500000 Penalty: 1040.004395
	Iteration 19Q: 3 clusters Score -5747190 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5747572.000000 Penalty: 1040.004395
	Iteration 20F: 3 clusters Score -5747572 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5747835.000000 Penalty: 1040.004395
	Iteration 21Q: 3 clusters Score -5747835 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -5747999.500000 Penalty: 1040.004395
	Iteration 22Q: 3 clusters Score -5748000 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5748105.000000 Penalty: 1040.004395
	Iteration 23Q: 3 clusters Score -5748105 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5748195.500000 Penalty: 1040.004395
	Iteration 24Q: 3 clusters Score -5748196 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5748272.000000 Penalty: 1040.004395
	Iteration 25Q: 3 clusters Score -5748272 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5748331.000000 Penalty: 1040.004395
	Iteration 26Q: 3 clusters Score -5748331 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5748361.500000 Penalty: 1040.004395
	Iteration 27Q: 3 clusters Score -5748362 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5748389.500000 Penalty: 1040.004395
	Iteration 28Q: 3 clusters Score -5748390 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5748405.000000 Penalty: 1040.004395
	Iteration 29Q: 3 clusters Score -5748405 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5748389.500000 Penalty: 1040.004395
	Iteration 30Q: 3 clusters Score -5748390 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5748406.500000 Penalty: 1040.004395
	Iteration 31Q: 3 clusters Score -5748406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5748417.500000 Penalty: 1040.004395
	Iteration 32Q: 3 clusters Score -5748418 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5748412.000000 Penalty: 1040.004395
	Iteration 33Q: 3 clusters Score -5748412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5748397.500000 Penalty: 1040.004395
	Iteration 34Q: 3 clusters Score -5748398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5748395.500000 Penalty: 1040.004395
	Iteration 35Q: 3 clusters Score -5748396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5748389.000000 Penalty: 1040.004395
	Iteration 36Q: 3 clusters Score -5748389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5748402.500000 Penalty: 1040.004395
	Iteration 37Q: 3 clusters Score -5748402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5748394.000000 Penalty: 1040.004395
	Iteration 38Q: 3 clusters Score -5748394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5748386.000000 Penalty: 1040.004395
	Iteration 39Q: 3 clusters Score -5748386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5748386.000000 Penalty: 1040.004395
	Iteration 40F: 3 clusters Score -5748386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5748387.000000 Penalty: 1040.004395
	Iteration 41Q: 3 clusters Score -5748387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5748383.500000 Penalty: 1040.004395
	Iteration 42Q: 3 clusters Score -5748384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5748387.500000 Penalty: 1040.004395
	Iteration 43Q: 3 clusters Score -5748388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5748385.000000 Penalty: 1040.004395
	Iteration 44Q: 3 clusters Score -5748385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5748378.000000 Penalty: 1040.004395
	Iteration 45Q: 3 clusters Score -5748378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5748382.000000 Penalty: 1040.004395
	Iteration 46Q: 3 clusters Score -5748382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5748381.500000 Penalty: 1040.004395
	Iteration 47Q: 3 clusters Score -5748382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5748386.000000 Penalty: 1040.004395
	Iteration 48Q: 3 clusters Score -5748386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5748382.500000 Penalty: 1040.004395
	Iteration 49Q: 3 clusters Score -5748382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5748386.000000 Penalty: 1040.004395
	Iteration 50Q: 3 clusters Score -5748386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5748380.000000 Penalty: 1040.004395
	Iteration 51Q: 3 clusters Score -5748380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5748382.000000 Penalty: 1040.004395
	Iteration 52Q: 3 clusters Score -5748382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5748379.500000 Penalty: 1040.004395
	Iteration 53Q: 3 clusters Score -5748380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5748377.500000 Penalty: 1040.004395
	Iteration 54Q: 3 clusters Score -5748378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5748376.500000 Penalty: 1040.004395
	Iteration 55Q: 3 clusters Score -5748376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5748376.500000 Penalty: 1040.004395
	Iteration 56F: 3 clusters Score -5748376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Entering Unmasked Estep 
Score: -3185190.250000 Penalty: 493.910858
	Iteration 0F: 2 clusters Score -3185190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3150307.500000 Penalty: 987.821716
	Iteration 0F: 3 clusters Score -3150308 nChanged 25062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3165134.250000 Penalty: 987.821716
	Iteration 1F: 3 clusters Score -3165134 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3165734.500000 Penalty: 987.821716
	Iteration 2Q: 3 clusters Score -3165734 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3166374.500000 Penalty: 987.821716
	Iteration 3Q: 3 clusters Score -3166374 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3167120.000000 Penalty: 987.821716
	Iteration 4Q: 3 clusters Score -3167120 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3168156.250000 Penalty: 987.821716
	Iteration 5Q: 3 clusters Score -3168156 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3169700.500000 Penalty: 987.821716
	Iteration 6Q: 3 clusters Score -3169700 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3171822.000000 Penalty: 987.821716
	Iteration 7F: 3 clusters Score -3171822 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -3174417.250000 Penalty: 987.821716
	Iteration 8F: 3 clusters Score -3174417 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3176847.250000 Penalty: 987.821716
	Iteration 9F: 3 clusters Score -3176847 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3178280.750000 Penalty: 987.821716
	Iteration 10F: 3 clusters Score -3178281 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3178834.750000 Penalty: 987.821716
	Iteration 11Q: 3 clusters Score -3178835 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3179123.750000 Penalty: 987.821716
	Iteration 12Q: 3 clusters Score -3179124 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -3179287.750000 Penalty: 987.821716
	Iteration 13Q: 3 clusters Score -3179288 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -3179425.250000 Penalty: 987.821716
	Iteration 14Q: 3 clusters Score -3179425 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -3179564.750000 Penalty: 987.821716
	Iteration 15Q: 3 clusters Score -3179565 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -3179705.500000 Penalty: 987.821716
	Iteration 16Q: 3 clusters Score -3179706 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3179860.500000 Penalty: 987.821716
	Iteration 17Q: 3 clusters Score -3179860 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -3179968.000000 Penalty: 987.821716
	Iteration 18Q: 3 clusters Score -3179968 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3180069.000000 Penalty: 987.821716
	Iteration 19Q: 3 clusters Score -3180069 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -3180202.750000 Penalty: 987.821716
	Iteration 20F: 3 clusters Score -3180203 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -3180334.250000 Penalty: 987.821716
	Iteration 21Q: 3 clusters Score -3180334 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3180449.250000 Penalty: 987.821716
	Iteration 22Q: 3 clusters Score -3180449 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -3180562.000000 Penalty: 987.821716
	Iteration 23Q: 3 clusters Score -3180562 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -3180729.250000 Penalty: 987.821716
	Iteration 24Q: 3 clusters Score -3180729 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -3180881.250000 Penalty: 987.821716
	Iteration 25Q: 3 clusters Score -3180881 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -3181047.500000 Penalty: 987.821716
	Iteration 26Q: 3 clusters Score -3181048 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -3181183.750000 Penalty: 987.821716
	Iteration 27Q: 3 clusters Score -3181184 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -3181383.500000 Penalty: 987.821716
	Iteration 28Q: 3 clusters Score -3181384 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -3181564.750000 Penalty: 987.821716
	Iteration 29Q: 3 clusters Score -3181565 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -3181755.500000 Penalty: 987.821716
	Iteration 30Q: 3 clusters Score -3181756 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -3181940.750000 Penalty: 987.821716
	Iteration 31Q: 3 clusters Score -3181941 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -3182171.500000 Penalty: 987.821716
	Iteration 32Q: 3 clusters Score -3182172 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -3182404.750000 Penalty: 987.821716
	Iteration 33Q: 3 clusters Score -3182405 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -3182629.500000 Penalty: 987.821716
	Iteration 34Q: 3 clusters Score -3182630 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -3182859.000000 Penalty: 987.821716
	Iteration 35Q: 3 clusters Score -3182859 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -3183087.250000 Penalty: 987.821716
	Iteration 36Q: 3 clusters Score -3183087 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -3183321.750000 Penalty: 987.821716
	Iteration 37Q: 3 clusters Score -3183322 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -3183541.000000 Penalty: 987.821716
	Iteration 38Q: 3 clusters Score -3183541 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -3183719.500000 Penalty: 987.821716
	Iteration 39Q: 3 clusters Score -3183720 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -3183875.250000 Penalty: 987.821716
	Iteration 40F: 3 clusters Score -3183875 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -3184000.250000 Penalty: 987.821716
	Iteration 41Q: 3 clusters Score -3184000 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -3184112.500000 Penalty: 987.821716
	Iteration 42Q: 3 clusters Score -3184112 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -3184208.500000 Penalty: 987.821716
	Iteration 43Q: 3 clusters Score -3184208 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -3184305.250000 Penalty: 987.821716
	Iteration 44Q: 3 clusters Score -3184305 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -3184387.000000 Penalty: 987.821716
	Iteration 45Q: 3 clusters Score -3184387 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -3184450.250000 Penalty: 987.821716
	Iteration 46Q: 3 clusters Score -3184450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -3184502.750000 Penalty: 987.821716
	Iteration 47Q: 3 clusters Score -3184503 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -3184551.250000 Penalty: 987.821716
	Iteration 48Q: 3 clusters Score -3184551 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -3184575.250000 Penalty: 987.821716
	Iteration 49Q: 3 clusters Score -3184575 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -3184608.250000 Penalty: 987.821716
	Iteration 50Q: 3 clusters Score -3184608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -3184641.750000 Penalty: 987.821716
	Iteration 51Q: 3 clusters Score -3184642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -3184662.000000 Penalty: 987.821716
	Iteration 52Q: 3 clusters Score -3184662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -3184680.250000 Penalty: 987.821716
	Iteration 53Q: 3 clusters Score -3184680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -3184702.000000 Penalty: 987.821716
	Iteration 54Q: 3 clusters Score -3184702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -3184713.750000 Penalty: 987.821716
	Iteration 55Q: 3 clusters Score -3184714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -3184725.000000 Penalty: 987.821716
	Iteration 56Q: 3 clusters Score -3184725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -3184740.000000 Penalty: 987.821716
	Iteration 57Q: 3 clusters Score -3184740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -3184758.000000 Penalty: 987.821716
	Iteration 58Q: 3 clusters Score -3184758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -3184759.500000 Penalty: 987.821716
	Iteration 59Q: 3 clusters Score -3184760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -3184774.250000 Penalty: 987.821716
	Iteration 60F: 3 clusters Score -3184774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -3184776.000000 Penalty: 987.821716
	Iteration 61Q: 3 clusters Score -3184776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -3184779.000000 Penalty: 987.821716
	Iteration 62Q: 3 clusters Score -3184779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -3184786.500000 Penalty: 987.821716
	Iteration 63Q: 3 clusters Score -3184786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -3184791.750000 Penalty: 987.821716
	Iteration 64Q: 3 clusters Score -3184792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -3184795.250000 Penalty: 987.821716
	Iteration 65Q: 3 clusters Score -3184795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -3184798.250000 Penalty: 987.821716
	Iteration 66Q: 3 clusters Score -3184798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -3184799.500000 Penalty: 987.821716
	Iteration 67Q: 3 clusters Score -3184800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -3184798.000000 Penalty: 987.821716
	Iteration 68Q: 3 clusters Score -3184798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -3184802.250000 Penalty: 987.821716
	Iteration 69Q: 3 clusters Score -3184802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -3184802.750000 Penalty: 987.821716
	Iteration 70Q: 3 clusters Score -3184803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -3184813.750000 Penalty: 987.821716
	Iteration 71Q: 3 clusters Score -3184814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -3184815.500000 Penalty: 987.821716
	Iteration 72Q: 3 clusters Score -3184816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -3184816.000000 Penalty: 987.821716
	Iteration 73Q: 3 clusters Score -3184816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -3184816.750000 Penalty: 987.821716
	Iteration 74Q: 3 clusters Score -3184817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -3184819.000000 Penalty: 987.821716
	Iteration 75Q: 3 clusters Score -3184819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -3184817.500000 Penalty: 987.821716
	Iteration 76Q: 3 clusters Score -3184818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -3184819.000000 Penalty: 987.821716
	Iteration 77Q: 3 clusters Score -3184819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -3184820.000000 Penalty: 987.821716
	Iteration 78Q: 3 clusters Score -3184820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -3184823.000000 Penalty: 987.821716
	Iteration 79Q: 3 clusters Score -3184823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -3184823.750000 Penalty: 987.821716
	Iteration 80F: 3 clusters Score -3184824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -3184822.000000 Penalty: 987.821716
	Iteration 81Q: 3 clusters Score -3184822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -3184827.500000 Penalty: 987.821716
	Iteration 82Q: 3 clusters Score -3184828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -3184828.000000 Penalty: 987.821716
	Iteration 83Q: 3 clusters Score -3184828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -3184829.500000 Penalty: 987.821716
	Iteration 84Q: 3 clusters Score -3184830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -3184831.250000 Penalty: 987.821716
	Iteration 85Q: 3 clusters Score -3184831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -3184830.000000 Penalty: 987.821716
	Iteration 86Q: 3 clusters Score -3184830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -3184836.500000 Penalty: 987.821716
	Iteration 87Q: 3 clusters Score -3184836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -3184834.750000 Penalty: 987.821716
	Iteration 88Q: 3 clusters Score -3184835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -3184837.500000 Penalty: 987.821716
	Iteration 89Q: 3 clusters Score -3184838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -3184837.250000 Penalty: 987.821716
	Iteration 90Q: 3 clusters Score -3184837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -3184838.250000 Penalty: 987.821716
	Iteration 91Q: 3 clusters Score -3184838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -3184838.250000 Penalty: 987.821716
	Iteration 92Q: 3 clusters Score -3184838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -3184838.500000 Penalty: 987.821716
	Iteration 93Q: 3 clusters Score -3184838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -3184838.500000 Penalty: 987.821716
	Iteration 94F: 3 clusters Score -3184838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -16551.351562 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -16551.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16243.164062 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -16243.16 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16391.269531 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -16391.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16486.832031 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -16486.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16597.037109 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -16597.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16635.974609 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -16635.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16643.533203 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -16643.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16645.123047 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -16645.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16650.269531 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -16650.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16651.970703 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -16651.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16651.970703 Penalty: 514.376526
	Iteration 9F: 3 clusters Score -16651.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Entering Unmasked Estep 
Score: -53267612.000000 Penalty: 27443.482422
Splitting cluster 20 changes total score from -53265228.000000 to -53267612.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 21 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -49591.796875 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -49591.8 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 400 members 
Entering Unmasked Estep 
Score: -48917.738281 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -48917.74 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49220.347656 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -49220.35 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49366.195312 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -49366.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49507.539062 Penalty: 611.868774
	Iteration 3F: 3 clusters Score -49507.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49601.800781 Penalty: 611.868774
	Iteration 4F: 3 clusters Score -49601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49649.156250 Penalty: 611.868774
	Iteration 5F: 3 clusters Score -49649.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -49672.609375 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -49672.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -49676.183594 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -49676.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49675.675781 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -49675.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -49676.480469 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -49676.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49676.671875 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -49676.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49676.671875 Penalty: 611.868774
	Iteration 11F: 3 clusters Score -49676.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Entering Unmasked Estep 
Score: -53267332.000000 Penalty: 28067.199219
Splitting cluster 21 changes total score from -53265228.000000 to -53267332.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -10724.843750 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -10724.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10378.176758 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -10378.18 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10558.921875 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -10558.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10627.139648 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -10627.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10646.732422 Penalty: 529.897156
	Iteration 3F: 3 clusters Score -10646.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10654.987305 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -10654.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10658.442383 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -10658.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10658.442383 Penalty: 529.897156
	Iteration 6F: 3 clusters Score -10658.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -399868.218750 Penalty: 398.364532
	Iteration 0F: 2 clusters Score -399868.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -395632.093750 Penalty: 796.729065
	Iteration 0F: 3 clusters Score -395632.1 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -397238.687500 Penalty: 796.729065
	Iteration 1F: 3 clusters Score -397238.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -397409.000000 Penalty: 796.729065
	Iteration 2F: 3 clusters Score -397409 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -397596.218750 Penalty: 796.729065
	Iteration 3F: 3 clusters Score -397596.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -397859.406250 Penalty: 796.729065
	Iteration 4F: 3 clusters Score -397859.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -398180.531250 Penalty: 796.729065
	Iteration 5F: 3 clusters Score -398180.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -398473.437500 Penalty: 796.729065
	Iteration 6F: 3 clusters Score -398473.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -398709.812500 Penalty: 796.729065
	Iteration 7F: 3 clusters Score -398709.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -398869.312500 Penalty: 796.729065
	Iteration 8Q: 3 clusters Score -398869.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -398958.656250 Penalty: 796.729065
	Iteration 9Q: 3 clusters Score -398958.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -399015.187500 Penalty: 796.729065
	Iteration 10Q: 3 clusters Score -399015.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -399078.843750 Penalty: 796.729065
	Iteration 11Q: 3 clusters Score -399078.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -399145.093750 Penalty: 796.729065
	Iteration 12Q: 3 clusters Score -399145.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -399220.031250 Penalty: 796.729065
	Iteration 13Q: 3 clusters Score -399220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -399298.000000 Penalty: 796.729065
	Iteration 14Q: 3 clusters Score -399298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -399364.343750 Penalty: 796.729065
	Iteration 15Q: 3 clusters Score -399364.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -399422.000000 Penalty: 796.729065
	Iteration 16Q: 3 clusters Score -399422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -399468.781250 Penalty: 796.729065
	Iteration 17Q: 3 clusters Score -399468.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -399510.937500 Penalty: 796.729065
	Iteration 18Q: 3 clusters Score -399510.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -399548.593750 Penalty: 796.729065
	Iteration 19Q: 3 clusters Score -399548.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -399582.593750 Penalty: 796.729065
	Iteration 20F: 3 clusters Score -399582.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -399607.312500 Penalty: 796.729065
	Iteration 21Q: 3 clusters Score -399607.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -399622.312500 Penalty: 796.729065
	Iteration 22Q: 3 clusters Score -399622.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -399631.187500 Penalty: 796.729065
	Iteration 23Q: 3 clusters Score -399631.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -399639.500000 Penalty: 796.729065
	Iteration 24Q: 3 clusters Score -399639.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -399642.750000 Penalty: 796.729065
	Iteration 25Q: 3 clusters Score -399642.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -399644.281250 Penalty: 796.729065
	Iteration 26Q: 3 clusters Score -399644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -399646.343750 Penalty: 796.729065
	Iteration 27Q: 3 clusters Score -399646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -399646.250000 Penalty: 796.729065
	Iteration 28Q: 3 clusters Score -399646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -399646.250000 Penalty: 796.729065
	Iteration 29F: 3 clusters Score -399646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -28885.193359 Penalty: 281.190765
	Iteration 0F: 2 clusters Score -28885.19 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 236 members 
Entering Unmasked Estep 
Score: -28401.761719 Penalty: 562.381531
	Iteration 0F: 3 clusters Score -28401.76 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28508.556641 Penalty: 562.381531
	Iteration 1F: 3 clusters Score -28508.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28545.269531 Penalty: 562.381531
	Iteration 2F: 3 clusters Score -28545.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28560.148438 Penalty: 562.381531
	Iteration 3Q: 3 clusters Score -28560.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28566.892578 Penalty: 562.381531
	Iteration 4Q: 3 clusters Score -28566.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28569.542969 Penalty: 562.381531
	Iteration 5Q: 3 clusters Score -28569.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28574.085938 Penalty: 562.381531
	Iteration 6Q: 3 clusters Score -28574.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28579.769531 Penalty: 562.381531
	Iteration 7Q: 3 clusters Score -28579.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28590.144531 Penalty: 562.381531
	Iteration 8Q: 3 clusters Score -28590.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28595.826172 Penalty: 562.381531
	Iteration 9Q: 3 clusters Score -28595.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28599.263672 Penalty: 562.381531
	Iteration 10Q: 3 clusters Score -28599.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28604.363281 Penalty: 562.381531
	Iteration 11Q: 3 clusters Score -28604.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28611.250000 Penalty: 562.381531
	Iteration 12Q: 3 clusters Score -28611.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28622.708984 Penalty: 562.381531
	Iteration 13Q: 3 clusters Score -28622.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28632.582031 Penalty: 562.381531
	Iteration 14Q: 3 clusters Score -28632.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28639.433594 Penalty: 562.381531
	Iteration 15Q: 3 clusters Score -28639.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28643.705078 Penalty: 562.381531
	Iteration 16Q: 3 clusters Score -28643.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28649.929688 Penalty: 562.381531
	Iteration 17Q: 3 clusters Score -28649.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28653.884766 Penalty: 562.381531
	Iteration 18Q: 3 clusters Score -28653.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28656.216797 Penalty: 562.381531
	Iteration 19Q: 3 clusters Score -28656.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28656.656250 Penalty: 562.381531
	Iteration 20F: 3 clusters Score -28656.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28657.078125 Penalty: 562.381531
	Iteration 21Q: 3 clusters Score -28657.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28657.593750 Penalty: 562.381531
	Iteration 22Q: 3 clusters Score -28657.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28657.593750 Penalty: 562.381531
	Iteration 23F: 3 clusters Score -28657.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -72588.421875 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -72588.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71688.507812 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -71688.51 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -72024.023438 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -72024.02 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -72112.445312 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -72112.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72180.531250 Penalty: 644.664612
	Iteration 3F: 3 clusters Score -72180.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -72259.187500 Penalty: 644.664612
	Iteration 4F: 3 clusters Score -72259.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -72328.414062 Penalty: 644.664612
	Iteration 5F: 3 clusters Score -72328.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -72412.796875 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -72412.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -72473.937500 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -72473.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -72512.492188 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -72512.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72535.210938 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -72535.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -72547.515625 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -72547.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -72555.257812 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -72555.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72560.382812 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -72560.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72564.679688 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -72564.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -72569.585938 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -72569.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72575.750000 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -72575.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -72580.945312 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -72580.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72584.726562 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -72584.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -72588.390625 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -72588.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72595.804688 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -72595.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72606.210938 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -72606.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -72616.164062 Penalty: 644.664612
	Iteration 21Q: 3 clusters Score -72616.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -72626.281250 Penalty: 644.664612
	Iteration 22Q: 3 clusters Score -72626.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72641.171875 Penalty: 644.664612
	Iteration 23Q: 3 clusters Score -72641.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -72653.437500 Penalty: 644.664612
	Iteration 24Q: 3 clusters Score -72653.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -72662.648438 Penalty: 644.664612
	Iteration 25Q: 3 clusters Score -72662.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72672.835938 Penalty: 644.664612
	Iteration 26Q: 3 clusters Score -72672.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72701.851562 Penalty: 644.664612
	Iteration 27Q: 3 clusters Score -72701.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72738.867188 Penalty: 644.664612
	Iteration 28Q: 3 clusters Score -72738.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72769.867188 Penalty: 644.664612
	Iteration 29Q: 3 clusters Score -72769.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72790.773438 Penalty: 644.664612
	Iteration 30Q: 3 clusters Score -72790.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72797.820312 Penalty: 644.664612
	Iteration 31Q: 3 clusters Score -72797.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72804.562500 Penalty: 644.664612
	Iteration 32Q: 3 clusters Score -72804.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72811.781250 Penalty: 644.664612
	Iteration 33Q: 3 clusters Score -72811.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72822.250000 Penalty: 644.664612
	Iteration 34Q: 3 clusters Score -72822.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72831.296875 Penalty: 644.664612
	Iteration 35Q: 3 clusters Score -72831.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72839.507812 Penalty: 644.664612
	Iteration 36Q: 3 clusters Score -72839.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72843.210938 Penalty: 644.664612
	Iteration 37Q: 3 clusters Score -72843.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72848.351562 Penalty: 644.664612
	Iteration 38Q: 3 clusters Score -72848.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72851.765625 Penalty: 644.664612
	Iteration 39Q: 3 clusters Score -72851.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72856.156250 Penalty: 644.664612
	Iteration 40F: 3 clusters Score -72856.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72867.054688 Penalty: 644.664612
	Iteration 41Q: 3 clusters Score -72867.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72885.265625 Penalty: 644.664612
	Iteration 42Q: 3 clusters Score -72885.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72894.078125 Penalty: 644.664612
	Iteration 43Q: 3 clusters Score -72894.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72897.632812 Penalty: 644.664612
	Iteration 44Q: 3 clusters Score -72897.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72897.632812 Penalty: 644.664612
	Iteration 45F: 3 clusters Score -72897.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Entering Unmasked Estep 
Score: -53267324.000000 Penalty: 28690.914062
Splitting cluster 25 changes total score from -53265228.000000 to -53267324.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -30907.427734 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -30907.43 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 364 members 
Entering Unmasked Estep 
Score: -30352.667969 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -30352.67 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30766.826172 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -30766.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30985.677734 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -30985.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31106.890625 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -31106.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -31221.087891 Penalty: 595.887939
	Iteration 4F: 3 clusters Score -31221.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31337.925781 Penalty: 595.887939
	Iteration 5F: 3 clusters Score -31337.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -31410.808594 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -31410.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31445.457031 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -31445.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -31504.671875 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -31504.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -31586.123047 Penalty: 595.887939
	Iteration 9Q: 3 clusters Score -31586.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -31636.046875 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -31636.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31669.042969 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -31669.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31675.089844 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -31675.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -31677.591797 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -31677.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -31680.343750 Penalty: 595.887939
	Iteration 14Q: 3 clusters Score -31680.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31683.998047 Penalty: 595.887939
	Iteration 15Q: 3 clusters Score -31684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31697.000000 Penalty: 595.887939
	Iteration 16Q: 3 clusters Score -31697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -31706.763672 Penalty: 595.887939
	Iteration 17Q: 3 clusters Score -31706.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -31712.958984 Penalty: 595.887939
	Iteration 18Q: 3 clusters Score -31712.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -31716.060547 Penalty: 595.887939
	Iteration 19Q: 3 clusters Score -31716.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -31720.623047 Penalty: 595.887939
	Iteration 20F: 3 clusters Score -31720.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31738.298828 Penalty: 595.887939
	Iteration 21Q: 3 clusters Score -31738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31742.513672 Penalty: 595.887939
	Iteration 22Q: 3 clusters Score -31742.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -31744.824219 Penalty: 595.887939
	Iteration 23Q: 3 clusters Score -31744.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31746.292969 Penalty: 595.887939
	Iteration 24Q: 3 clusters Score -31746.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31749.968750 Penalty: 595.887939
	Iteration 25Q: 3 clusters Score -31749.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31749.968750 Penalty: 595.887939
	Iteration 26F: 3 clusters Score -31749.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Entering Unmasked Estep 
Score: -53267716.000000 Penalty: 29314.628906
Splitting cluster 26 changes total score from -53265228.000000 to -53267716.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 27 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -67350.179688 Penalty: 318.432190
	Iteration 0F: 2 clusters Score -67350.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -66485.117188 Penalty: 636.864380
	Iteration 0F: 3 clusters Score -66485.12 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -66764.179688 Penalty: 636.864380
	Iteration 1F: 3 clusters Score -66764.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66819.195312 Penalty: 636.864380
	Iteration 2F: 3 clusters Score -66819.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66846.046875 Penalty: 636.864380
	Iteration 3Q: 3 clusters Score -66846.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66869.203125 Penalty: 636.864380
	Iteration 4Q: 3 clusters Score -66869.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66910.578125 Penalty: 636.864380
	Iteration 5Q: 3 clusters Score -66910.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66941.578125 Penalty: 636.864380
	Iteration 6Q: 3 clusters Score -66941.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66974.226562 Penalty: 636.864380
	Iteration 7Q: 3 clusters Score -66974.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67003.382812 Penalty: 636.864380
	Iteration 8Q: 3 clusters Score -67003.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67020.046875 Penalty: 636.864380
	Iteration 9Q: 3 clusters Score -67020.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67032.187500 Penalty: 636.864380
	Iteration 10Q: 3 clusters Score -67032.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67043.523438 Penalty: 636.864380
	Iteration 11Q: 3 clusters Score -67043.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67047.585938 Penalty: 636.864380
	Iteration 12Q: 3 clusters Score -67047.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67050.875000 Penalty: 636.864380
	Iteration 13Q: 3 clusters Score -67050.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67053.632812 Penalty: 636.864380
	Iteration 14Q: 3 clusters Score -67053.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67055.445312 Penalty: 636.864380
	Iteration 15Q: 3 clusters Score -67055.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67056.585938 Penalty: 636.864380
	Iteration 16Q: 3 clusters Score -67056.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67057.765625 Penalty: 636.864380
	Iteration 17Q: 3 clusters Score -67057.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67059.109375 Penalty: 636.864380
	Iteration 18Q: 3 clusters Score -67059.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67059.250000 Penalty: 636.864380
	Iteration 19Q: 3 clusters Score -67059.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67059.250000 Penalty: 636.864380
	Iteration 20F: 3 clusters Score -67059.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (87423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Entering Unmasked Estep 
Score: -5409659.000000 Penalty: 517.722351
	Iteration 0F: 2 clusters Score -5409659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5352367.000000 Penalty: 1035.444702
	Iteration 0F: 3 clusters Score -5352367 nChanged 42525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -5378219.500000 Penalty: 1035.444702
	Iteration 1F: 3 clusters Score -5378220 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -5379973.000000 Penalty: 1035.444702
	Iteration 2Q: 3 clusters Score -5379973 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -5383309.000000 Penalty: 1035.444702
	Iteration 3F: 3 clusters Score -5383309 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -5389273.000000 Penalty: 1035.444702
	Iteration 4F: 3 clusters Score -5389273 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -5396842.000000 Penalty: 1035.444702
	Iteration 5F: 3 clusters Score -5396842 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -5403781.000000 Penalty: 1035.444702
	Iteration 6F: 3 clusters Score -5403781 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -5407735.500000 Penalty: 1035.444702
	Iteration 7Q: 3 clusters Score -5407736 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -5409593.000000 Penalty: 1035.444702
	Iteration 8Q: 3 clusters Score -5409593 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -5410260.000000 Penalty: 1035.444702
	Iteration 9Q: 3 clusters Score -5410260 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -5410454.500000 Penalty: 1035.444702
	Iteration 10Q: 3 clusters Score -5410454 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -5410525.000000 Penalty: 1035.444702
	Iteration 11Q: 3 clusters Score -5410525 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -5410513.000000 Penalty: 1035.444702
	Iteration 12Q: 3 clusters Score -5410513 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -5410523.000000 Penalty: 1035.444702
	Iteration 13Q: 3 clusters Score -5410523 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -5410476.000000 Penalty: 1035.444702
	Iteration 14Q: 3 clusters Score -5410476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -5410416.500000 Penalty: 1035.444702
	Iteration 15Q: 3 clusters Score -5410416 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -5410359.000000 Penalty: 1035.444702
	Iteration 16Q: 3 clusters Score -5410359 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -5410313.500000 Penalty: 1035.444702
	Iteration 17Q: 3 clusters Score -5410314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -5410262.000000 Penalty: 1035.444702
	Iteration 18Q: 3 clusters Score -5410262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -5410207.000000 Penalty: 1035.444702
	Iteration 19Q: 3 clusters Score -5410207 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -5410153.500000 Penalty: 1035.444702
	Iteration 20F: 3 clusters Score -5410154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -5410102.500000 Penalty: 1035.444702
	Iteration 21Q: 3 clusters Score -5410102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -5410072.500000 Penalty: 1035.444702
	Iteration 22Q: 3 clusters Score -5410072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -5410020.500000 Penalty: 1035.444702
	Iteration 23Q: 3 clusters Score -5410020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -5409968.500000 Penalty: 1035.444702
	Iteration 24Q: 3 clusters Score -5409968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -5409954.000000 Penalty: 1035.444702
	Iteration 25Q: 3 clusters Score -5409954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -5409927.500000 Penalty: 1035.444702
	Iteration 26Q: 3 clusters Score -5409928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -5409894.500000 Penalty: 1035.444702
	Iteration 27Q: 3 clusters Score -5409894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -5409874.000000 Penalty: 1035.444702
	Iteration 28Q: 3 clusters Score -5409874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -5409851.000000 Penalty: 1035.444702
	Iteration 29Q: 3 clusters Score -5409851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -5409851.500000 Penalty: 1035.444702
	Iteration 30Q: 3 clusters Score -5409852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -5409843.000000 Penalty: 1035.444702
	Iteration 31Q: 3 clusters Score -5409843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -5409826.500000 Penalty: 1035.444702
	Iteration 32Q: 3 clusters Score -5409826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -5409790.000000 Penalty: 1035.444702
	Iteration 33Q: 3 clusters Score -5409790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -5409779.500000 Penalty: 1035.444702
	Iteration 34Q: 3 clusters Score -5409780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -5409767.000000 Penalty: 1035.444702
	Iteration 35Q: 3 clusters Score -5409767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -5409767.000000 Penalty: 1035.444702
	Iteration 36Q: 3 clusters Score -5409767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -5409751.500000 Penalty: 1035.444702
	Iteration 37Q: 3 clusters Score -5409752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -5409744.500000 Penalty: 1035.444702
	Iteration 38Q: 3 clusters Score -5409744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -5409731.000000 Penalty: 1035.444702
	Iteration 39Q: 3 clusters Score -5409731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -5409725.000000 Penalty: 1035.444702
	Iteration 40F: 3 clusters Score -5409725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -5409722.000000 Penalty: 1035.444702
	Iteration 41Q: 3 clusters Score -5409722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -5409720.000000 Penalty: 1035.444702
	Iteration 42Q: 3 clusters Score -5409720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -5409721.000000 Penalty: 1035.444702
	Iteration 43Q: 3 clusters Score -5409721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -5409716.500000 Penalty: 1035.444702
	Iteration 44Q: 3 clusters Score -5409716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -5409697.500000 Penalty: 1035.444702
	Iteration 45Q: 3 clusters Score -5409698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -5409684.000000 Penalty: 1035.444702
	Iteration 46Q: 3 clusters Score -5409684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -5409685.500000 Penalty: 1035.444702
	Iteration 47Q: 3 clusters Score -5409686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -5409678.000000 Penalty: 1035.444702
	Iteration 48Q: 3 clusters Score -5409678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -5409671.000000 Penalty: 1035.444702
	Iteration 49Q: 3 clusters Score -5409671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -5409665.000000 Penalty: 1035.444702
	Iteration 50Q: 3 clusters Score -5409665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -5409659.000000 Penalty: 1035.444702
	Iteration 51Q: 3 clusters Score -5409659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -5409653.000000 Penalty: 1035.444702
	Iteration 52Q: 3 clusters Score -5409653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -5409644.000000 Penalty: 1035.444702
	Iteration 53Q: 3 clusters Score -5409644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -5409639.500000 Penalty: 1035.444702
	Iteration 54Q: 3 clusters Score -5409640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -5409639.500000 Penalty: 1035.444702
	Iteration 55F: 3 clusters Score -5409640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -36744.308594 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -36744.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36206.542969 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -36206.54 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36679.175781 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -36679.18 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36960.871094 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -36960.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -37010.136719 Penalty: 590.931580
	Iteration 3Q: 3 clusters Score -37010.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37049.136719 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -37049.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37067.058594 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -37067.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37077.519531 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -37077.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37079.457031 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -37079.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37082.648438 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -37082.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37083.574219 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -37083.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37083.574219 Penalty: 590.931580
	Iteration 10F: 3 clusters Score -37083.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 2114 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Entering Unmasked Estep 
Score: -53267720.000000 Penalty: 29938.345703
Splitting cluster 29 changes total score from -53265228.000000 to -53267720.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 30 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -132677.468750 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -132677.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -131210.578125 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -131210.6 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132719.156250 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -132719.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133236.671875 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -133236.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133532.812500 Penalty: 696.726685
	Iteration 3F: 3 clusters Score -133532.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133767.546875 Penalty: 696.726685
	Iteration 4Q: 3 clusters Score -133767.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133909.687500 Penalty: 696.726685
	Iteration 5Q: 3 clusters Score -133909.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -133979.593750 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -133979.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134003.171875 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -134003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -134017.484375 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -134017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134029.093750 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -134029.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134036.000000 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -134036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134052.015625 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -134052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134062.578125 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -134062.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -134068.640625 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -134068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134068.484375 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -134068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134069.500000 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -134069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134069.906250 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -134069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134069.921875 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -134069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134069.921875 Penalty: 696.726685
	Iteration 18F: 3 clusters Score -134069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Entering Unmasked Estep 
Score: -53268652.000000 Penalty: 30562.060547
Splitting cluster 30 changes total score from -53265228.000000 to -53268652.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 31 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -81093.914062 Penalty: 325.321198
	Iteration 0F: 2 clusters Score -81093.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80155.953125 Penalty: 650.642395
	Iteration 0F: 3 clusters Score -80155.95 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -80582.773438 Penalty: 650.642395
	Iteration 1F: 3 clusters Score -80582.77 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -80816.609375 Penalty: 650.642395
	Iteration 2F: 3 clusters Score -80816.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81105.835938 Penalty: 650.642395
	Iteration 3F: 3 clusters Score -81105.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -81276.867188 Penalty: 650.642395
	Iteration 4F: 3 clusters Score -81276.87 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81422.984375 Penalty: 650.642395
	Iteration 5F: 3 clusters Score -81422.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -81600.617188 Penalty: 650.642395
	Iteration 6F: 3 clusters Score -81600.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81706.101562 Penalty: 650.642395
	Iteration 7Q: 3 clusters Score -81706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -81728.453125 Penalty: 650.642395
	Iteration 8Q: 3 clusters Score -81728.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -81730.687500 Penalty: 650.642395
	Iteration 9Q: 3 clusters Score -81730.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -81731.125000 Penalty: 650.642395
	Iteration 10Q: 3 clusters Score -81731.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -81732.070312 Penalty: 650.642395
	Iteration 11Q: 3 clusters Score -81732.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -81732.164062 Penalty: 650.642395
	Iteration 12Q: 3 clusters Score -81732.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -81732.164062 Penalty: 650.642395
	Iteration 13F: 3 clusters Score -81732.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Mstep: Class 50 contains 817 members 
Entering Unmasked Estep 
Score: -53269024.000000 Penalty: 31185.775391
Splitting cluster 31 changes total score from -53265228.000000 to -53269024.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (83560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Entering Unmasked Estep 
Score: -5144654.000000 Penalty: 515.666077
	Iteration 0F: 2 clusters Score -5144654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5088258.500000 Penalty: 1031.332153
	Iteration 0F: 3 clusters Score -5088258 nChanged 41042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -5113468.000000 Penalty: 1031.332153
	Iteration 1F: 3 clusters Score -5113468 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -5115490.500000 Penalty: 1031.332153
	Iteration 2F: 3 clusters Score -5115490 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -5119039.000000 Penalty: 1031.332153
	Iteration 3F: 3 clusters Score -5119039 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -5124663.000000 Penalty: 1031.332153
	Iteration 4F: 3 clusters Score -5124663 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -5131435.500000 Penalty: 1031.332153
	Iteration 5F: 3 clusters Score -5131436 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -5136445.000000 Penalty: 1031.332153
	Iteration 6F: 3 clusters Score -5136445 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -5138844.000000 Penalty: 1031.332153
	Iteration 7Q: 3 clusters Score -5138844 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -5139969.000000 Penalty: 1031.332153
	Iteration 8Q: 3 clusters Score -5139969 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -5140755.500000 Penalty: 1031.332153
	Iteration 9Q: 3 clusters Score -5140756 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -5141359.000000 Penalty: 1031.332153
	Iteration 10Q: 3 clusters Score -5141359 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -5141848.000000 Penalty: 1031.332153
	Iteration 11Q: 3 clusters Score -5141848 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -5142217.000000 Penalty: 1031.332153
	Iteration 12Q: 3 clusters Score -5142217 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -5142540.500000 Penalty: 1031.332153
	Iteration 13Q: 3 clusters Score -5142540 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -5142737.500000 Penalty: 1031.332153
	Iteration 14Q: 3 clusters Score -5142738 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -5142928.000000 Penalty: 1031.332153
	Iteration 15Q: 3 clusters Score -5142928 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -5143060.500000 Penalty: 1031.332153
	Iteration 16Q: 3 clusters Score -5143060 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -5143193.500000 Penalty: 1031.332153
	Iteration 17Q: 3 clusters Score -5143194 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -5143298.500000 Penalty: 1031.332153
	Iteration 18Q: 3 clusters Score -5143298 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -5143426.500000 Penalty: 1031.332153
	Iteration 19Q: 3 clusters Score -5143426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -5143476.500000 Penalty: 1031.332153
	Iteration 20F: 3 clusters Score -5143476 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -5143544.000000 Penalty: 1031.332153
	Iteration 21Q: 3 clusters Score -5143544 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -5143590.000000 Penalty: 1031.332153
	Iteration 22Q: 3 clusters Score -5143590 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -5143666.000000 Penalty: 1031.332153
	Iteration 23Q: 3 clusters Score -5143666 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -5143726.500000 Penalty: 1031.332153
	Iteration 24Q: 3 clusters Score -5143726 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -5143762.000000 Penalty: 1031.332153
	Iteration 25Q: 3 clusters Score -5143762 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -5143809.000000 Penalty: 1031.332153
	Iteration 26Q: 3 clusters Score -5143809 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -5143867.000000 Penalty: 1031.332153
	Iteration 27Q: 3 clusters Score -5143867 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -5143918.500000 Penalty: 1031.332153
	Iteration 28Q: 3 clusters Score -5143918 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -5143957.500000 Penalty: 1031.332153
	Iteration 29Q: 3 clusters Score -5143958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -5143971.500000 Penalty: 1031.332153
	Iteration 30Q: 3 clusters Score -5143972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -5143989.500000 Penalty: 1031.332153
	Iteration 31Q: 3 clusters Score -5143990 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 75074 members 
Entering Unmasked Estep 
Score: -5144005.500000 Penalty: 1031.332153
	Iteration 32Q: 3 clusters Score -5144006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -5144026.500000 Penalty: 1031.332153
	Iteration 33Q: 3 clusters Score -5144026 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -5144072.500000 Penalty: 1031.332153
	Iteration 34Q: 3 clusters Score -5144072 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -5144069.000000 Penalty: 1031.332153
	Iteration 35Q: 3 clusters Score -5144069 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -5144078.500000 Penalty: 1031.332153
	Iteration 36Q: 3 clusters Score -5144078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -5144104.500000 Penalty: 1031.332153
	Iteration 37Q: 3 clusters Score -5144104 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -5144116.000000 Penalty: 1031.332153
	Iteration 38Q: 3 clusters Score -5144116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -5144129.000000 Penalty: 1031.332153
	Iteration 39Q: 3 clusters Score -5144129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -5144144.500000 Penalty: 1031.332153
	Iteration 40F: 3 clusters Score -5144144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -5144148.000000 Penalty: 1031.332153
	Iteration 41Q: 3 clusters Score -5144148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -5144166.500000 Penalty: 1031.332153
	Iteration 42Q: 3 clusters Score -5144166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -5144156.500000 Penalty: 1031.332153
	Iteration 43Q: 3 clusters Score -5144156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -5144182.500000 Penalty: 1031.332153
	Iteration 44Q: 3 clusters Score -5144182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -5144186.000000 Penalty: 1031.332153
	Iteration 45Q: 3 clusters Score -5144186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -5144193.000000 Penalty: 1031.332153
	Iteration 46Q: 3 clusters Score -5144193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -5144204.000000 Penalty: 1031.332153
	Iteration 47Q: 3 clusters Score -5144204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -5144205.500000 Penalty: 1031.332153
	Iteration 48Q: 3 clusters Score -5144206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -5144203.000000 Penalty: 1031.332153
	Iteration 49Q: 3 clusters Score -5144203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -5144215.500000 Penalty: 1031.332153
	Iteration 50Q: 3 clusters Score -5144216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -5144215.500000 Penalty: 1031.332153
	Iteration 51Q: 3 clusters Score -5144216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -5144218.000000 Penalty: 1031.332153
	Iteration 52Q: 3 clusters Score -5144218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -5144211.000000 Penalty: 1031.332153
	Iteration 53Q: 3 clusters Score -5144211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -5144222.000000 Penalty: 1031.332153
	Iteration 54Q: 3 clusters Score -5144222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -5144213.500000 Penalty: 1031.332153
	Iteration 55Q: 3 clusters Score -5144214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -5144221.500000 Penalty: 1031.332153
	Iteration 56Q: 3 clusters Score -5144222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -5144218.500000 Penalty: 1031.332153
	Iteration 57Q: 3 clusters Score -5144218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -5144215.500000 Penalty: 1031.332153
	Iteration 58Q: 3 clusters Score -5144216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -5144222.500000 Penalty: 1031.332153
	Iteration 59Q: 3 clusters Score -5144222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -5144235.000000 Penalty: 1031.332153
	Iteration 60F: 3 clusters Score -5144235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -5144236.000000 Penalty: 1031.332153
	Iteration 61Q: 3 clusters Score -5144236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -5144238.000000 Penalty: 1031.332153
	Iteration 62Q: 3 clusters Score -5144238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -5144234.500000 Penalty: 1031.332153
	Iteration 63Q: 3 clusters Score -5144234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -5144246.000000 Penalty: 1031.332153
	Iteration 64Q: 3 clusters Score -5144246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -5144236.500000 Penalty: 1031.332153
	Iteration 65Q: 3 clusters Score -5144236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -5144240.500000 Penalty: 1031.332153
	Iteration 66Q: 3 clusters Score -5144240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -5144232.500000 Penalty: 1031.332153
	Iteration 67Q: 3 clusters Score -5144232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -5144238.500000 Penalty: 1031.332153
	Iteration 68Q: 3 clusters Score -5144238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -5144251.500000 Penalty: 1031.332153
	Iteration 69Q: 3 clusters Score -5144252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -5144242.500000 Penalty: 1031.332153
	Iteration 70Q: 3 clusters Score -5144242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -5144236.500000 Penalty: 1031.332153
	Iteration 71Q: 3 clusters Score -5144236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -5144240.000000 Penalty: 1031.332153
	Iteration 72Q: 3 clusters Score -5144240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5144236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -5144229.500000 Penalty: 1031.332153
	Iteration 74Q: 3 clusters Score -5144230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -5144246.000000 Penalty: 1031.332153
	Iteration 75Q: 3 clusters Score -5144246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5144246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -5144247.500000 Penalty: 1031.332153
	Iteration 77Q: 3 clusters Score -5144248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -5144239.500000 Penalty: 1031.332153
	Iteration 78Q: 3 clusters Score -5144240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5144248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5144248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -5144250.500000 Penalty: 1031.332153
	Iteration 81Q: 3 clusters Score -5144250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5144250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5144247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -5144241.500000 Penalty: 1031.332153
	Iteration 84Q: 3 clusters Score -5144242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5144242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -5144235.000000 Penalty: 1031.332153
	Iteration 86Q: 3 clusters Score -5144235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5144235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -5144243.500000 Penalty: 1031.332153
	Iteration 88Q: 3 clusters Score -5144244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -5144239.000000 Penalty: 1031.332153
	Iteration 89Q: 3 clusters Score -5144239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5144235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -5144238.000000 Penalty: 1031.332153
	Iteration 91Q: 3 clusters Score -5144238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -5144233.500000 Penalty: 1031.332153
	Iteration 92Q: 3 clusters Score -5144234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5144230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5144238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5144241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5144237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5144230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5144230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -5144228.500000 Penalty: 1031.332153
	Iteration 99Q: 3 clusters Score -5144228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -5144234.500000 Penalty: 1031.332153
	Iteration 100F: 3 clusters Score -5144234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -5144232.000000 Penalty: 1031.332153
	Iteration 101Q: 3 clusters Score -5144232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -5144231.000000 Penalty: 1031.332153
	Iteration 102Q: 3 clusters Score -5144231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -5144227.000000 Penalty: 1031.332153
	Iteration 103Q: 3 clusters Score -5144227 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5144228 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5144227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5144227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -5144232.000000 Penalty: 1031.332153
	Iteration 107Q: 3 clusters Score -5144232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -5144224.500000 Penalty: 1031.332153
	Iteration 108Q: 3 clusters Score -5144224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -5144222.000000 Penalty: 1031.332153
	Iteration 109Q: 3 clusters Score -5144222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5144222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -5144223.000000 Penalty: 1031.332153
	Iteration 111Q: 3 clusters Score -5144223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5144228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -5144229.500000 Penalty: 1031.332153
	Iteration 113Q: 3 clusters Score -5144230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5144228 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5144230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -5144226.000000 Penalty: 1031.332153
	Iteration 116Q: 3 clusters Score -5144226 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5144230 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5144230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -5144233.000000 Penalty: 1031.332153
	Iteration 119Q: 3 clusters Score -5144233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -5144237.000000 Penalty: 1031.332153
	Iteration 120F: 3 clusters Score -5144237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -5144223.500000 Penalty: 1031.332153
	Iteration 121Q: 3 clusters Score -5144224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5144224 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -5144226.000000 Penalty: 1031.332153
	Iteration 123Q: 3 clusters Score -5144226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -5144223.000000 Penalty: 1031.332153
	Iteration 124Q: 3 clusters Score -5144223 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -5144225.500000 Penalty: 1031.332153
	Iteration 125Q: 3 clusters Score -5144226 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5144227 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5144226 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5144224 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5144223 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -5144221.500000 Penalty: 1031.332153
	Iteration 130Q: 3 clusters Score -5144222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -5144216.000000 Penalty: 1031.332153
	Iteration 131Q: 3 clusters Score -5144216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -5144212.500000 Penalty: 1031.332153
	Iteration 132Q: 3 clusters Score -5144212 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -5144213.000000 Penalty: 1031.332153
	Iteration 133Q: 3 clusters Score -5144213 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -5144214.000000 Penalty: 1031.332153
	Iteration 134Q: 3 clusters Score -5144214 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -5144211.000000 Penalty: 1031.332153
	Iteration 135Q: 3 clusters Score -5144211 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5144212 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5144222 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -5144219.000000 Penalty: 1031.332153
	Iteration 138Q: 3 clusters Score -5144219 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5144218 nChanged 12
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5144219 nChanged 10
Entering Unmasked Mstep 
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	Iteration 141Q: 3 clusters Score -5144220 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5144222 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5144221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
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Entering Unmasked Estep 
Score: -5144215.500000 Penalty: 1031.332153
	Iteration 144Q: 3 clusters Score -5144216 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3962 members 
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Entering Unmasked Estep 
Score: -5144218.000000 Penalty: 1031.332153
	Iteration 145Q: 3 clusters Score -5144218 nChanged 8
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Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5144221 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5144219 nChanged 3
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Entering Unmasked Estep 
Score: -5144217.500000 Penalty: 1031.332153
	Iteration 148Q: 3 clusters Score -5144218 nChanged 5
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5144217 nChanged 3
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Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -5144213.000000 Penalty: 1031.332153
	Iteration 150Q: 3 clusters Score -5144213 nChanged 4
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Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -5144214.000000 Penalty: 1031.332153
	Iteration 151Q: 3 clusters Score -5144214 nChanged 4
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5144217 nChanged 3
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Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5144217 nChanged 5
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Mstep: Class 1 contains 3921 members 
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Entering Unmasked Estep 
Score: -5144211.500000 Penalty: 1031.332153
	Iteration 154Q: 3 clusters Score -5144212 nChanged 2
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	Iteration 155Q: 3 clusters Score -5144214 nChanged 2
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Entering Unmasked Estep 
Score: -5144209.500000 Penalty: 1031.332153
	Iteration 156Q: 3 clusters Score -5144210 nChanged 3
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Entering Unmasked Estep 
Score: -5144216.000000 Penalty: 1031.332153
	Iteration 157Q: 3 clusters Score -5144216 nChanged 4
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5144212 nChanged 7
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5144214 nChanged 8
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Mstep: Class 1 contains 3895 members 
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Entering Unmasked Estep 
Score: -5144218.500000 Penalty: 1031.332153
	Iteration 160F: 3 clusters Score -5144218 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3885 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5144220 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -5144221.500000 Penalty: 1031.332153
	Iteration 162Q: 3 clusters Score -5144222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -5144228.500000 Penalty: 1031.332153
	Iteration 163Q: 3 clusters Score -5144228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -5144228.000000 Penalty: 1031.332153
	Iteration 164Q: 3 clusters Score -5144228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -5144230.500000 Penalty: 1031.332153
	Iteration 165Q: 3 clusters Score -5144230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -5144226.000000 Penalty: 1031.332153
	Iteration 166Q: 3 clusters Score -5144226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -5144222.000000 Penalty: 1031.332153
	Iteration 167Q: 3 clusters Score -5144222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -5144219.000000 Penalty: 1031.332153
	Iteration 168Q: 3 clusters Score -5144219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -5144209.500000 Penalty: 1031.332153
	Iteration 169Q: 3 clusters Score -5144210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -5144206.000000 Penalty: 1031.332153
	Iteration 170Q: 3 clusters Score -5144206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -5144215.000000 Penalty: 1031.332153
	Iteration 171Q: 3 clusters Score -5144215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -5144213.500000 Penalty: 1031.332153
	Iteration 172Q: 3 clusters Score -5144214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -5144212.500000 Penalty: 1031.332153
	Iteration 173Q: 3 clusters Score -5144212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -5144211.000000 Penalty: 1031.332153
	Iteration 174Q: 3 clusters Score -5144211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -5144205.500000 Penalty: 1031.332153
	Iteration 175Q: 3 clusters Score -5144206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -5144200.500000 Penalty: 1031.332153
	Iteration 176Q: 3 clusters Score -5144200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -5144207.000000 Penalty: 1031.332153
	Iteration 177Q: 3 clusters Score -5144207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -5144205.000000 Penalty: 1031.332153
	Iteration 178Q: 3 clusters Score -5144205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -5144197.000000 Penalty: 1031.332153
	Iteration 179Q: 3 clusters Score -5144197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -5144202.500000 Penalty: 1031.332153
	Iteration 180F: 3 clusters Score -5144202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 79875 members 
Entering Unmasked Estep 
Score: -5144196.500000 Penalty: 1031.332153
	Iteration 181Q: 3 clusters Score -5144196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -5144190.000000 Penalty: 1031.332153
	Iteration 182Q: 3 clusters Score -5144190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -5144193.500000 Penalty: 1031.332153
	Iteration 183Q: 3 clusters Score -5144194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -5144194.000000 Penalty: 1031.332153
	Iteration 184Q: 3 clusters Score -5144194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -5144187.500000 Penalty: 1031.332153
	Iteration 185Q: 3 clusters Score -5144188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -5144196.500000 Penalty: 1031.332153
	Iteration 186Q: 3 clusters Score -5144196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -5144196.500000 Penalty: 1031.332153
	Iteration 187Q: 3 clusters Score -5144196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -5144194.000000 Penalty: 1031.332153
	Iteration 188Q: 3 clusters Score -5144194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -5144199.000000 Penalty: 1031.332153
	Iteration 189Q: 3 clusters Score -5144199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -5144200.000000 Penalty: 1031.332153
	Iteration 190Q: 3 clusters Score -5144200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -5144200.000000 Penalty: 1031.332153
	Iteration 191F: 3 clusters Score -5144200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -68723.343750 Penalty: 318.845825
	Iteration 0F: 2 clusters Score -68723.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67876.585938 Penalty: 637.691650
	Iteration 0F: 3 clusters Score -67876.59 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -68255.015625 Penalty: 637.691650
	Iteration 1F: 3 clusters Score -68255.02 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -68461.875000 Penalty: 637.691650
	Iteration 2F: 3 clusters Score -68461.88 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68611.929688 Penalty: 637.691650
	Iteration 3F: 3 clusters Score -68611.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68703.976562 Penalty: 637.691650
	Iteration 4F: 3 clusters Score -68703.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -68778.914062 Penalty: 637.691650
	Iteration 5Q: 3 clusters Score -68778.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -68825.617188 Penalty: 637.691650
	Iteration 6Q: 3 clusters Score -68825.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68839.625000 Penalty: 637.691650
	Iteration 7Q: 3 clusters Score -68839.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -68844.492188 Penalty: 637.691650
	Iteration 8Q: 3 clusters Score -68844.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -68847.062500 Penalty: 637.691650
	Iteration 9Q: 3 clusters Score -68847.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -68847.601562 Penalty: 637.691650
	Iteration 10Q: 3 clusters Score -68847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -68848.046875 Penalty: 637.691650
	Iteration 11Q: 3 clusters Score -68848.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -68848.171875 Penalty: 637.691650
	Iteration 12Q: 3 clusters Score -68848.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68848.601562 Penalty: 637.691650
	Iteration 13Q: 3 clusters Score -68848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68848.601562 Penalty: 637.691650
	Iteration 14F: 3 clusters Score -68848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Mstep: Class 50 contains 817 members 
Mstep: Class 51 contains 747 members 
Entering Unmasked Estep 
Score: -53268872.000000 Penalty: 31809.492188
Splitting cluster 33 changes total score from -53265228.000000 to -53268872.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 34 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -11398.823242 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -11398.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11059.357422 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -11059.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11214.432617 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -11214.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11295.979492 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -11295.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11378.427734 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -11378.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11422.428711 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -11422.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11476.405273 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -11476.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11542.609375 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -11542.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11606.671875 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -11606.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11640.035156 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -11640.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11677.169922 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -11677.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11680.260742 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -11680.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11686.689453 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -11686.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11688.374023 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -11688.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11694.359375 Penalty: 512.765869
	Iteration 13F: 3 clusters Score -11694.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11752.266602 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -11752.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11768.349609 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -11768.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11777.252930 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -11777.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11786.096680 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -11786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11786.096680 Penalty: 512.765869
	Iteration 18F: 3 clusters Score -11786.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 1292 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Mstep: Class 50 contains 817 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 100 members 
Entering Unmasked Estep 
Score: -53268912.000000 Penalty: 32433.207031
Splitting cluster 34 changes total score from -53265228.000000 to -53268912.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 35 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -75336.109375 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -75336.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74335.148438 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -74335.15 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -74748.093750 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -74748.09 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -74947.187500 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -74947.19 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75111.960938 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -75111.96 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -75304.914062 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -75304.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75462.484375 Penalty: 651.919128
	Iteration 5F: 3 clusters Score -75462.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75539.437500 Penalty: 651.919128
	Iteration 6F: 3 clusters Score -75539.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75592.546875 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -75592.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75638.156250 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -75638.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -75695.398438 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -75695.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75759.437500 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -75759.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -75797.726562 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -75797.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75828.625000 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -75828.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75839.007812 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -75839.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75845.929688 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -75845.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -75850.085938 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -75850.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -75852.226562 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -75852.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75852.453125 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -75852.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75853.710938 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -75853.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75854.570312 Penalty: 651.919128
	Iteration 19Q: 3 clusters Score -75854.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75856.492188 Penalty: 651.919128
	Iteration 20F: 3 clusters Score -75856.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75879.820312 Penalty: 651.919128
	Iteration 21Q: 3 clusters Score -75879.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75993.484375 Penalty: 651.919128
	Iteration 22Q: 3 clusters Score -75993.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -76033.367188 Penalty: 651.919128
	Iteration 23Q: 3 clusters Score -76033.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -76041.734375 Penalty: 651.919128
	Iteration 24Q: 3 clusters Score -76041.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -76043.695312 Penalty: 651.919128
	Iteration 25Q: 3 clusters Score -76043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76044.515625 Penalty: 651.919128
	Iteration 26Q: 3 clusters Score -76044.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -76046.359375 Penalty: 651.919128
	Iteration 27Q: 3 clusters Score -76046.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -76049.351562 Penalty: 651.919128
	Iteration 28Q: 3 clusters Score -76049.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -76049.406250 Penalty: 651.919128
	Iteration 29Q: 3 clusters Score -76049.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -76049.796875 Penalty: 651.919128
	Iteration 30Q: 3 clusters Score -76049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -76048.992188 Penalty: 651.919128
	Iteration 31Q: 3 clusters Score -76048.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76050.671875 Penalty: 651.919128
	Iteration 32Q: 3 clusters Score -76050.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76050.125000 Penalty: 651.919128
	Iteration 33Q: 3 clusters Score -76050.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76051.070312 Penalty: 651.919128
	Iteration 34Q: 3 clusters Score -76051.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76051.070312 Penalty: 651.919128
	Iteration 35F: 3 clusters Score -76051.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Mstep: Class 50 contains 817 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 100 members 
Mstep: Class 53 contains 610 members 
Entering Unmasked Estep 
Score: -53269260.000000 Penalty: 33056.921875
Splitting cluster 35 changes total score from -53265228.000000 to -53269260.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 36 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -34961.132812 Penalty: 290.141083
	Iteration 0F: 2 clusters Score -34961.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34413.300781 Penalty: 580.282166
	Iteration 0F: 3 clusters Score -34413.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34634.269531 Penalty: 580.282166
	Iteration 1F: 3 clusters Score -34634.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34849.945312 Penalty: 580.282166
	Iteration 2F: 3 clusters Score -34849.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34960.187500 Penalty: 580.282166
	Iteration 3F: 3 clusters Score -34960.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35021.847656 Penalty: 580.282166
	Iteration 4Q: 3 clusters Score -35021.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35059.566406 Penalty: 580.282166
	Iteration 5Q: 3 clusters Score -35059.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35100.867188 Penalty: 580.282166
	Iteration 6Q: 3 clusters Score -35100.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35141.476562 Penalty: 580.282166
	Iteration 7Q: 3 clusters Score -35141.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35161.910156 Penalty: 580.282166
	Iteration 8Q: 3 clusters Score -35161.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35196.261719 Penalty: 580.282166
	Iteration 9Q: 3 clusters Score -35196.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35285.554688 Penalty: 580.282166
	Iteration 10Q: 3 clusters Score -35285.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35414.289062 Penalty: 580.282166
	Iteration 11Q: 3 clusters Score -35414.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35428.316406 Penalty: 580.282166
	Iteration 12Q: 3 clusters Score -35428.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35431.808594 Penalty: 580.282166
	Iteration 13Q: 3 clusters Score -35431.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35438.976562 Penalty: 580.282166
	Iteration 14Q: 3 clusters Score -35438.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35447.277344 Penalty: 580.282166
	Iteration 15Q: 3 clusters Score -35447.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35450.792969 Penalty: 580.282166
	Iteration 16Q: 3 clusters Score -35450.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35454.632812 Penalty: 580.282166
	Iteration 17Q: 3 clusters Score -35454.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35457.894531 Penalty: 580.282166
	Iteration 18Q: 3 clusters Score -35457.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35462.218750 Penalty: 580.282166
	Iteration 19Q: 3 clusters Score -35462.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35468.925781 Penalty: 580.282166
	Iteration 20F: 3 clusters Score -35468.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35475.441406 Penalty: 580.282166
	Iteration 21Q: 3 clusters Score -35475.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35477.699219 Penalty: 580.282166
	Iteration 22Q: 3 clusters Score -35477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35481.078125 Penalty: 580.282166
	Iteration 23Q: 3 clusters Score -35481.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35489.945312 Penalty: 580.282166
	Iteration 24Q: 3 clusters Score -35489.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35510.179688 Penalty: 580.282166
	Iteration 25Q: 3 clusters Score -35510.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35517.785156 Penalty: 580.282166
	Iteration 26Q: 3 clusters Score -35517.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35519.003906 Penalty: 580.282166
	Iteration 27Q: 3 clusters Score -35519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35519.937500 Penalty: 580.282166
	Iteration 28Q: 3 clusters Score -35519.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35519.937500 Penalty: 580.282166
	Iteration 29F: 3 clusters Score -35519.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 358 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Mstep: Class 50 contains 817 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 100 members 
Mstep: Class 53 contains 610 members 
Mstep: Class 54 contains 209 members 
Entering Unmasked Estep 
Score: -53269456.000000 Penalty: 33680.636719
Splitting cluster 36 changes total score from -53265228.000000 to -53269456.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 37 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -7682.058594 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -7682.059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7290.088867 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -7290.089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7486.408691 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -7486.409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7582.696289 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -7582.696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7685.157227 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -7685.157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7736.844727 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -7736.845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7744.703613 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -7744.704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7752.248047 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -7752.248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7756.741699 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -7756.742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7759.759766 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -7759.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7759.759766 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -7759.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 118554 members 
Mstep: Class 41 contains 195 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 269 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 432 members 
Mstep: Class 48 contains 374 members 
Mstep: Class 49 contains 537 members 
Mstep: Class 50 contains 817 members 
Mstep: Class 51 contains 747 members 
Mstep: Class 52 contains 100 members 
Mstep: Class 53 contains 610 members 
Mstep: Class 54 contains 209 members 
Mstep: Class 55 contains 112 members 
Entering Unmasked Estep 
Score: -53269180.000000 Penalty: 34304.355469
Splitting cluster 37 changes total score from -53265228.000000 to -53269180.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 38 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -206142.453125 Penalty: 368.252533
	Iteration 0F: 2 clusters Score -206142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -203835.843750 Penalty: 736.505066
	Iteration 0F: 3 clusters Score -203835.8 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -204726.609375 Penalty: 736.505066
	Iteration 1F: 3 clusters Score -204726.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -204932.437500 Penalty: 736.505066
	Iteration 2F: 3 clusters Score -204932.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -205113.484375 Penalty: 736.505066
	Iteration 3F: 3 clusters Score -205113.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205317.718750 Penalty: 736.505066
	Iteration 4F: 3 clusters Score -205317.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -205496.781250 Penalty: 736.505066
	Iteration 5F: 3 clusters Score -205496.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -205649.515625 Penalty: 736.505066
	Iteration 6Q: 3 clusters Score -205649.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -205758.203125 Penalty: 736.505066
	Iteration 7Q: 3 clusters Score -205758.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -205822.859375 Penalty: 736.505066
	Iteration 8Q: 3 clusters Score -205822.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -205861.875000 Penalty: 736.505066
	Iteration 9Q: 3 clusters Score -205861.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -205910.546875 Penalty: 736.505066
	Iteration 10Q: 3 clusters Score -205910.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -205938.796875 Penalty: 736.505066
	Iteration 11Q: 3 clusters Score -205938.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -205953.015625 Penalty: 736.505066
	Iteration 12Q: 3 clusters Score -205953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -205963.078125 Penalty: 736.505066
	Iteration 13Q: 3 clusters Score -205963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -205969.609375 Penalty: 736.505066
	Iteration 14Q: 3 clusters Score -205969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -205973.578125 Penalty: 736.505066
	Iteration 15Q: 3 clusters Score -205973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -205975.421875 Penalty: 736.505066
	Iteration 16Q: 3 clusters Score -205975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -205975.703125 Penalty: 736.505066
	Iteration 17Q: 3 clusters Score -205975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -205974.812500 Penalty: 736.505066
	Iteration 18Q: 3 clusters Score -205974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -205975.703125 Penalty: 736.505066
	Iteration 19Q: 3 clusters Score -205975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -205976.062500 Penalty: 736.505066
	Iteration 20F: 3 clusters Score -205976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -205977.250000 Penalty: 736.505066
	Iteration 21Q: 3 clusters Score -205977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -205977.250000 Penalty: 736.505066
	Iteration 22F: 3 clusters Score -205977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 1024 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 84021 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 63999 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 86708 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 91915 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 123 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 879 members 
Mstep: Class 26 contains 266 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 87423 members 
Mstep: Class 29 contains 287 members 
Mstep: Class 30 contains 1577 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 83560 members 
Mstep: Class 33 contains 358 members 
Mstep: Class 34 contains 180 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270236.000000 Penalty: 34304.355469
Iteration 119Q: 56 clusters Score -5.327024e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 93001 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 91060 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 675 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 84045 members 
Mstep: Class 10 contains 701 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 64270 members 
Mstep: Class 13 contains 4761 members 
Mstep: Class 14 contains 1980 members 
Mstep: Class 15 contains 87317 members 
Mstep: Class 16 contains 215 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 92303 members 
Mstep: Class 19 contains 51384 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 6328 members 
Mstep: Class 24 contains 470 members 
Mstep: Class 25 contains 909 members 
Mstep: Class 26 contains 277 members 
Mstep: Class 27 contains 1103 members 
Mstep: Class 28 contains 86814 members 
Mstep: Class 29 contains 288 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 468 members 
Mstep: Class 32 contains 82613 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 3252 members 
Mstep: Class 39 contains 397 members 
Mstep: Class 40 contains 117836 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 267 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 528 members 
Mstep: Class 46 contains 337 members 
Mstep: Class 47 contains 418 members 
Mstep: Class 48 contains 351 members 
Mstep: Class 49 contains 536 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 739 members 
Mstep: Class 52 contains 114 members 
Mstep: Class 53 contains 600 members 
Mstep: Class 54 contains 205 members 
Mstep: Class 55 contains 111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270840.000000 Penalty: 34304.355469
Iteration 120F: 56 clusters Score -5.327084e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 93095 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 91863 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 84058 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 64596 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 87813 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 92539 members 
Mstep: Class 19 contains 50890 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 276 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 6294 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 283 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 86209 members 
Mstep: Class 29 contains 279 members 
Mstep: Class 30 contains 1603 members 
Mstep: Class 31 contains 474 members 
Mstep: Class 32 contains 81555 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 255 members 
Mstep: Class 38 contains 3221 members 
Mstep: Class 39 contains 396 members 
Mstep: Class 40 contains 117910 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 263 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 535 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 439 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 551 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 748 members 
Mstep: Class 52 contains 147 members 
Mstep: Class 53 contains 630 members 
Mstep: Class 54 contains 214 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53271964.000000 Penalty: 34304.355469
Iteration 121Q: 56 clusters Score -5.327196e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93188 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 92427 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 84095 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 65002 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 1959 members 
Mstep: Class 15 contains 88305 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 92864 members 
Mstep: Class 19 contains 50412 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 292 members 
Mstep: Class 27 contains 1117 members 
Mstep: Class 28 contains 85630 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 1609 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 80496 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 439 members 
Mstep: Class 37 contains 255 members 
Mstep: Class 38 contains 3201 members 
Mstep: Class 39 contains 394 members 
Mstep: Class 40 contains 117978 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 259 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 532 members 
Mstep: Class 46 contains 387 members 
Mstep: Class 47 contains 452 members 
Mstep: Class 48 contains 299 members 
Mstep: Class 49 contains 557 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 753 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 644 members 
Mstep: Class 54 contains 218 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272084.000000 Penalty: 34304.355469
Iteration 122Q: 56 clusters Score -5.327208e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 93307 members 
Mstep: Class 3 contains 8131 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 92726 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 84053 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 65567 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 1957 members 
Mstep: Class 15 contains 88814 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 17 contains 3798 members 
Mstep: Class 18 contains 93157 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 6224 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 85125 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 1612 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 79460 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 255 members 
Mstep: Class 38 contains 3185 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 118108 members 
Mstep: Class 41 contains 177 members 
Mstep: Class 42 contains 1453 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 529 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 279 members 
Mstep: Class 49 contains 564 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 757 members 
Mstep: Class 52 contains 160 members 
Mstep: Class 53 contains 657 members 
Mstep: Class 54 contains 221 members 
Mstep: Class 55 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272524.000000 Penalty: 34304.355469
Iteration 123Q: 56 clusters Score -5.327252e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 93437 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 92963 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 83996 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 873 members 
Mstep: Class 12 contains 66191 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 89274 members 
Mstep: Class 16 contains 206 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 93464 members 
Mstep: Class 19 contains 49596 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 450 members 
Mstep: Class 25 contains 914 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 84641 members 
Mstep: Class 29 contains 272 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 78359 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 187 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 453 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3177 members 
Mstep: Class 39 contains 386 members 
Mstep: Class 40 contains 118335 members 
Mstep: Class 41 contains 177 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 257 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 530 members 
Mstep: Class 46 contains 412 members 
Mstep: Class 47 contains 462 members 
Mstep: Class 48 contains 271 members 
Mstep: Class 49 contains 566 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 757 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 667 members 
Mstep: Class 54 contains 224 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272740.000000 Penalty: 34304.355469
Iteration 124Q: 56 clusters Score -5.327274e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93581 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 93137 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 191 members 
Mstep: Class 9 contains 83952 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 66858 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 89604 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 93752 members 
Mstep: Class 19 contains 49252 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 910 members 
Mstep: Class 26 contains 314 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 84123 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 1617 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 77314 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 187 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3172 members 
Mstep: Class 39 contains 384 members 
Mstep: Class 40 contains 118671 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 1461 members 
Mstep: Class 43 contains 255 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 530 members 
Mstep: Class 46 contains 413 members 
Mstep: Class 47 contains 461 members 
Mstep: Class 48 contains 269 members 
Mstep: Class 49 contains 566 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 761 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 672 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272964.000000 Penalty: 34304.355469
Iteration 125Q: 56 clusters Score -5.327296e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93708 members 
Mstep: Class 3 contains 8150 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 93065 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 83977 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 12 contains 67618 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 89892 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 94091 members 
Mstep: Class 19 contains 48915 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 83762 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 1617 members 
Mstep: Class 31 contains 476 members 
Mstep: Class 32 contains 76270 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3169 members 
Mstep: Class 39 contains 382 members 
Mstep: Class 40 contains 118992 members 
Mstep: Class 41 contains 178 members 
Mstep: Class 42 contains 1463 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 529 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 465 members 
Mstep: Class 48 contains 268 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 674 members 
Mstep: Class 54 contains 231 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272776.000000 Penalty: 34304.355469
Iteration 126Q: 56 clusters Score -5.327278e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93869 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 92959 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 84014 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 68428 members 
Mstep: Class 13 contains 4627 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 90201 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 94394 members 
Mstep: Class 19 contains 48564 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 244 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 322 members 
Mstep: Class 27 contains 1131 members 
Mstep: Class 28 contains 83391 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 1619 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 75173 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3163 members 
Mstep: Class 39 contains 378 members 
Mstep: Class 40 contains 119385 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 530 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 468 members 
Mstep: Class 48 contains 268 members 
Mstep: Class 49 contains 563 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 677 members 
Mstep: Class 54 contains 233 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272716.000000 Penalty: 34304.355469
Iteration 127Q: 56 clusters Score -5.327272e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94034 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 92834 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 175 members 
Mstep: Class 9 contains 84050 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 69258 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 90460 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 94589 members 
Mstep: Class 19 contains 48238 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 6073 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 83111 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 74017 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 373 members 
Mstep: Class 40 contains 119853 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1476 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 529 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 268 members 
Mstep: Class 49 contains 558 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 762 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 681 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272876.000000 Penalty: 34304.355469
Iteration 128Q: 56 clusters Score -5.327288e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94173 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 92639 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 84115 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 70113 members 
Mstep: Class 13 contains 4511 members 
Mstep: Class 14 contains 1960 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 94658 members 
Mstep: Class 19 contains 47919 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 318 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 82838 members 
Mstep: Class 29 contains 277 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 72992 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3158 members 
Mstep: Class 39 contains 373 members 
Mstep: Class 40 contains 120424 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1477 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 526 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 470 members 
Mstep: Class 48 contains 268 members 
Mstep: Class 49 contains 557 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 683 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272744.000000 Penalty: 34304.355469
Iteration 129Q: 56 clusters Score -5.327274e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94261 members 
Mstep: Class 3 contains 7897 members 
Mstep: Class 4 contains 1259 members 
Mstep: Class 5 contains 92489 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 84156 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 71009 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 1962 members 
Mstep: Class 15 contains 90825 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 94668 members 
Mstep: Class 19 contains 47637 members 
Mstep: Class 20 contains 127 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 317 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 82601 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1619 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 71961 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 462 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3152 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 121043 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1481 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 523 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 472 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 557 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 767 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 689 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272716.000000 Penalty: 34304.355469
Iteration 130Q: 56 clusters Score -5.327272e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94356 members 
Mstep: Class 3 contains 7815 members 
Mstep: Class 4 contains 1290 members 
Mstep: Class 5 contains 92420 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 84167 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 71917 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 1963 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 94603 members 
Mstep: Class 19 contains 47390 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 6027 members 
Mstep: Class 24 contains 417 members 
Mstep: Class 25 contains 909 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 82430 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 70977 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 705 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3144 members 
Mstep: Class 39 contains 364 members 
Mstep: Class 40 contains 121593 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1480 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 522 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 474 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 693 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272516.000000 Penalty: 34304.355469
Iteration 131Q: 56 clusters Score -5.327252e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94481 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 1312 members 
Mstep: Class 5 contains 92398 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 84127 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 72773 members 
Mstep: Class 13 contains 4323 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 90881 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 94487 members 
Mstep: Class 19 contains 47123 members 
Mstep: Class 20 contains 126 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 6006 members 
Mstep: Class 24 contains 417 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 314 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 82395 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 70146 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3138 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 122129 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 520 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 476 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 695 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272616.000000 Penalty: 34304.355469
Iteration 132Q: 56 clusters Score -5.327262e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94657 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 92339 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 1071 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 84116 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 73607 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 1968 members 
Mstep: Class 15 contains 90865 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 94312 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 5992 members 
Mstep: Class 24 contains 413 members 
Mstep: Class 25 contains 916 members 
Mstep: Class 26 contains 314 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 82270 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 69452 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3134 members 
Mstep: Class 39 contains 361 members 
Mstep: Class 40 contains 122634 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1461 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 519 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 476 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 784 members 
Mstep: Class 52 contains 162 members 
Mstep: Class 53 contains 698 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273100.000000 Penalty: 34304.355469
Iteration 133Q: 56 clusters Score -5.32731e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94867 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 1349 members 
Mstep: Class 5 contains 92227 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 84065 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 74426 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 90822 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3839 members 
Mstep: Class 18 contains 94153 members 
Mstep: Class 19 contains 46715 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 5972 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 314 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 82122 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 68904 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3131 members 
Mstep: Class 39 contains 361 members 
Mstep: Class 40 contains 123077 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1454 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 514 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 478 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 788 members 
Mstep: Class 52 contains 161 members 
Mstep: Class 53 contains 700 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273008.000000 Penalty: 34304.355469
Iteration 134Q: 56 clusters Score -5.327301e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 95093 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 92131 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83969 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 75219 members 
Mstep: Class 13 contains 4061 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 90672 members 
Mstep: Class 16 contains 207 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 94038 members 
Mstep: Class 19 contains 46571 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1141 members 
Mstep: Class 28 contains 81983 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 68454 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3126 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 123496 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 516 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 476 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273036.000000 Penalty: 34304.355469
Iteration 135Q: 56 clusters Score -5.327304e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 95332 members 
Mstep: Class 3 contains 7037 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 92015 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83888 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 75950 members 
Mstep: Class 13 contains 3971 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 90560 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 93835 members 
Mstep: Class 19 contains 46457 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 927 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1140 members 
Mstep: Class 28 contains 81971 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 68094 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 697 members 
Mstep: Class 36 contains 464 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3126 members 
Mstep: Class 39 contains 359 members 
Mstep: Class 40 contains 123778 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 516 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 478 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 788 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 702 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273040.000000 Penalty: 34304.355469
Iteration 136Q: 56 clusters Score -5.327304e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 95549 members 
Mstep: Class 3 contains 6854 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 92015 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83765 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 76676 members 
Mstep: Class 13 contains 3913 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 90372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 93629 members 
Mstep: Class 19 contains 46394 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 5877 members 
Mstep: Class 24 contains 404 members 
Mstep: Class 25 contains 927 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1147 members 
Mstep: Class 28 contains 82008 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67718 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3127 members 
Mstep: Class 39 contains 358 members 
Mstep: Class 40 contains 123974 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 515 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 479 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273336.000000 Penalty: 34304.355469
Iteration 137Q: 56 clusters Score -5.327334e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 95799 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 91966 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83632 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 77330 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 90170 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 93394 members 
Mstep: Class 19 contains 46377 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5840 members 
Mstep: Class 24 contains 399 members 
Mstep: Class 25 contains 928 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 82053 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67488 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 464 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3127 members 
Mstep: Class 39 contains 356 members 
Mstep: Class 40 contains 124096 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 514 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 479 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 240 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273720.000000 Penalty: 34304.355469
Iteration 138Q: 56 clusters Score -5.327372e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 96046 members 
Mstep: Class 3 contains 6489 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 91920 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83580 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 77894 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 89900 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 93158 members 
Mstep: Class 19 contains 46435 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 265 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5789 members 
Mstep: Class 24 contains 394 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1152 members 
Mstep: Class 28 contains 82095 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67329 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3126 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 124179 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1450 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 516 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 479 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 790 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 245 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274112.000000 Penalty: 34304.355469
Iteration 139Q: 56 clusters Score -5.327411e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 96287 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 91936 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83539 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 78408 members 
Mstep: Class 13 contains 3776 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 89621 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 92889 members 
Mstep: Class 19 contains 46475 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 394 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 82221 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67188 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 457 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 124241 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 515 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 791 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275024.000000 Penalty: 34304.355469
Iteration 140F: 56 clusters Score -5.327502e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 96536 members 
Mstep: Class 3 contains 6130 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 92142 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83447 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 78835 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 89381 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 92615 members 
Mstep: Class 19 contains 46556 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 261 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 390 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1157 members 
Mstep: Class 28 contains 82224 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67050 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 458 members 
Mstep: Class 37 contains 255 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 124224 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 515 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 481 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 792 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275272.000000 Penalty: 34304.355469
Iteration 141Q: 56 clusters Score -5.327527e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 96728 members 
Mstep: Class 3 contains 5979 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 92375 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83461 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79198 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 89160 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 92285 members 
Mstep: Class 19 contains 46683 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1166 members 
Mstep: Class 28 contains 82219 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66912 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 124191 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 515 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 481 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275264.000000 Penalty: 34304.355469
Iteration 142Q: 56 clusters Score -5.327526e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 96913 members 
Mstep: Class 3 contains 5802 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 92544 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83489 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79514 members 
Mstep: Class 13 contains 3633 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88993 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 91912 members 
Mstep: Class 19 contains 46849 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 370 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 82268 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66816 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 124137 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 514 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275780.000000 Penalty: 34304.355469
Iteration 143Q: 56 clusters Score -5.327578e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97046 members 
Mstep: Class 3 contains 5615 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 92680 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1106 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83493 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88864 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 91543 members 
Mstep: Class 19 contains 47054 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 361 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1201 members 
Mstep: Class 28 contains 82353 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66786 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 124038 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 514 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275904.000000 Penalty: 34304.355469
Iteration 144Q: 56 clusters Score -5.32759e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97148 members 
Mstep: Class 3 contains 5440 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 92821 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83458 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80011 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88790 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 91204 members 
Mstep: Class 19 contains 47276 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5624 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1226 members 
Mstep: Class 28 contains 82420 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66785 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123925 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 513 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 158 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275804.000000 Penalty: 34304.355469
Iteration 145Q: 56 clusters Score -5.32758e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97219 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 92907 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83510 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80207 members 
Mstep: Class 13 contains 3532 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88687 members 
Mstep: Class 16 contains 209 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 90912 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 82477 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66784 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123792 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 515 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53276308.000000 Penalty: 34304.355469
Iteration 146Q: 56 clusters Score -5.327631e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97285 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 92889 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83513 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80348 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88646 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 18 contains 90726 members 
Mstep: Class 19 contains 47823 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 82510 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66809 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123652 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 515 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 620.110596 but Gain 623.718750
Score: -53276880.000000 Penalty: 33680.636719
Iteration 147Q: 55 clusters Score -5.327688e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97495 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 92814 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83478 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80431 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88620 members 
Mstep: Class 16 contains 215 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 90555 members 
Mstep: Class 19 contains 48237 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 82672 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66827 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123525 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 516 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277572.000000 Penalty: 33680.636719
Iteration 148Q: 55 clusters Score -5.327757e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97570 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 92790 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83434 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80438 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88604 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 4000 members 
Mstep: Class 18 contains 90493 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5551 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 82808 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66824 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123354 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 516 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278052.000000 Penalty: 33680.636719
Iteration 149Q: 55 clusters Score -5.327805e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97598 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 92778 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1186 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83382 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80457 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88511 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 90470 members 
Mstep: Class 19 contains 48816 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 82928 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66867 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123185 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 517 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278228.000000 Penalty: 33680.636719
Iteration 150Q: 55 clusters Score -5.327823e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97645 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 92726 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1187 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83345 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80442 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88432 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 3988 members 
Mstep: Class 18 contains 90454 members 
Mstep: Class 19 contains 49087 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5481 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 83057 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66926 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 123038 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 156 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278276.000000 Penalty: 33680.636719
Iteration 151Q: 55 clusters Score -5.327828e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97711 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 92654 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1193 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83300 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80400 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88394 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 90434 members 
Mstep: Class 19 contains 49383 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 83120 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 66997 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 122887 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 156 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278572.000000 Penalty: 33680.636719
Iteration 152Q: 55 clusters Score -5.327857e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97758 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 92537 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83255 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80314 members 
Mstep: Class 13 contains 3336 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88372 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 90449 members 
Mstep: Class 19 contains 49665 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5419 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 83215 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67066 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 122756 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 156 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279024.000000 Penalty: 33680.636719
Iteration 153Q: 55 clusters Score -5.327902e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97794 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 92450 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83278 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80211 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88307 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 90456 members 
Mstep: Class 19 contains 49952 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 83289 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67120 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 122609 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 156 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279140.000000 Penalty: 33680.636719
Iteration 154Q: 55 clusters Score -5.327914e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97839 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 92400 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83256 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80103 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88248 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 90462 members 
Mstep: Class 19 contains 50227 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 83352 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67208 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 122464 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279336.000000 Penalty: 33680.636719
Iteration 155Q: 55 clusters Score -5.327934e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97846 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 92364 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83277 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 80027 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88183 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 90459 members 
Mstep: Class 19 contains 50504 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 83413 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67270 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 122324 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279424.000000 Penalty: 33680.636719
Iteration 156Q: 55 clusters Score -5.327942e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97801 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 92275 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83286 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79997 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88129 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 90454 members 
Mstep: Class 19 contains 50812 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 83530 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67348 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 122161 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279628.000000 Penalty: 33680.636719
Iteration 157Q: 55 clusters Score -5.327963e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97729 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 92194 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83305 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79973 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88086 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 90460 members 
Mstep: Class 19 contains 51096 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 83636 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67452 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121993 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279764.000000 Penalty: 33680.636719
Iteration 158Q: 55 clusters Score -5.327976e+07 nChanged 2360
Entering ConstructFrom: 
Score: -53279764.000000 Penalty: 33680.636719
Entering ConstructFrom: 
Trying to split cluster 1 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10596.769531 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -10596.77 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 91 members 
Entering Unmasked Estep 
Score: -10343.108398 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10343.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10586.308594 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10586.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10789.024414 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10789.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10895.847656 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -10895.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10968.574219 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10968.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10970.235352 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10970.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10972.264648 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -10972.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10972.264648 Penalty: 480.308441
	Iteration 7F: 3 clusters Score -10972.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 90420 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
Score: -53279868.000000 Penalty: 34304.355469
Splitting cluster 1 changes total score from -53279764.000000 to -53279868.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 2 (97680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Entering Unmasked Estep 
Score: -6027583.000000 Penalty: 522.770081
	Iteration 0F: 2 clusters Score -6027583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -5963290.000000 Penalty: 1045.540161
	Iteration 0F: 3 clusters Score -5963290 nChanged 47574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -5991368.000000 Penalty: 1045.540161
	Iteration 1F: 3 clusters Score -5991368 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -5992432.500000 Penalty: 1045.540161
	Iteration 2Q: 3 clusters Score -5992432 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -5993883.000000 Penalty: 1045.540161
	Iteration 3Q: 3 clusters Score -5993883 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -5996463.500000 Penalty: 1045.540161
	Iteration 4F: 3 clusters Score -5996464 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -6000925.500000 Penalty: 1045.540161
	Iteration 5F: 3 clusters Score -6000926 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -6007850.500000 Penalty: 1045.540161
	Iteration 6F: 3 clusters Score -6007850 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -6015303.000000 Penalty: 1045.540161
	Iteration 7F: 3 clusters Score -6015303 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -6020316.500000 Penalty: 1045.540161
	Iteration 8F: 3 clusters Score -6020316 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -6022613.500000 Penalty: 1045.540161
	Iteration 9Q: 3 clusters Score -6022614 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -6023882.500000 Penalty: 1045.540161
	Iteration 10Q: 3 clusters Score -6023882 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -6024806.500000 Penalty: 1045.540161
	Iteration 11Q: 3 clusters Score -6024806 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -6025627.000000 Penalty: 1045.540161
	Iteration 12Q: 3 clusters Score -6025627 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -6026209.000000 Penalty: 1045.540161
	Iteration 13Q: 3 clusters Score -6026209 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -6026682.500000 Penalty: 1045.540161
	Iteration 14Q: 3 clusters Score -6026682 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -6026975.000000 Penalty: 1045.540161
	Iteration 15Q: 3 clusters Score -6026975 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -6027208.000000 Penalty: 1045.540161
	Iteration 16Q: 3 clusters Score -6027208 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -6027344.500000 Penalty: 1045.540161
	Iteration 17Q: 3 clusters Score -6027344 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -6027481.000000 Penalty: 1045.540161
	Iteration 18Q: 3 clusters Score -6027481 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -6027561.500000 Penalty: 1045.540161
	Iteration 19Q: 3 clusters Score -6027562 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -6027592.000000 Penalty: 1045.540161
	Iteration 20F: 3 clusters Score -6027592 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -6027636.000000 Penalty: 1045.540161
	Iteration 21Q: 3 clusters Score -6027636 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -6027652.500000 Penalty: 1045.540161
	Iteration 22Q: 3 clusters Score -6027652 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -6027687.000000 Penalty: 1045.540161
	Iteration 23Q: 3 clusters Score -6027687 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -6027689.000000 Penalty: 1045.540161
	Iteration 24Q: 3 clusters Score -6027689 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -6027632.000000 Penalty: 1045.540161
	Iteration 25Q: 3 clusters Score -6027632 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -6027643.000000 Penalty: 1045.540161
	Iteration 26Q: 3 clusters Score -6027643 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 94131 members 
Entering Unmasked Estep 
Score: -6027641.500000 Penalty: 1045.540161
	Iteration 27Q: 3 clusters Score -6027642 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -6027626.000000 Penalty: 1045.540161
	Iteration 28Q: 3 clusters Score -6027626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -6027615.500000 Penalty: 1045.540161
	Iteration 29Q: 3 clusters Score -6027616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -6027611.500000 Penalty: 1045.540161
	Iteration 30Q: 3 clusters Score -6027612 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -6027597.500000 Penalty: 1045.540161
	Iteration 31Q: 3 clusters Score -6027598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -6027579.500000 Penalty: 1045.540161
	Iteration 32Q: 3 clusters Score -6027580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -6027553.500000 Penalty: 1045.540161
	Iteration 33Q: 3 clusters Score -6027554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -6027542.000000 Penalty: 1045.540161
	Iteration 34Q: 3 clusters Score -6027542 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -6027525.500000 Penalty: 1045.540161
	Iteration 35Q: 3 clusters Score -6027526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -6027514.500000 Penalty: 1045.540161
	Iteration 36Q: 3 clusters Score -6027514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -6027535.500000 Penalty: 1045.540161
	Iteration 37Q: 3 clusters Score -6027536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -6027546.000000 Penalty: 1045.540161
	Iteration 38Q: 3 clusters Score -6027546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -6027528.000000 Penalty: 1045.540161
	Iteration 39Q: 3 clusters Score -6027528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -6027514.000000 Penalty: 1045.540161
	Iteration 40F: 3 clusters Score -6027514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -6027517.500000 Penalty: 1045.540161
	Iteration 41Q: 3 clusters Score -6027518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -6027516.000000 Penalty: 1045.540161
	Iteration 42Q: 3 clusters Score -6027516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -6027514.500000 Penalty: 1045.540161
	Iteration 43Q: 3 clusters Score -6027514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -6027494.000000 Penalty: 1045.540161
	Iteration 44Q: 3 clusters Score -6027494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -6027484.500000 Penalty: 1045.540161
	Iteration 45Q: 3 clusters Score -6027484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 96564 members 
Entering Unmasked Estep 
Score: -6027462.000000 Penalty: 1045.540161
	Iteration 46Q: 3 clusters Score -6027462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -6027458.500000 Penalty: 1045.540161
	Iteration 47Q: 3 clusters Score -6027458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -6027442.000000 Penalty: 1045.540161
	Iteration 48Q: 3 clusters Score -6027442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -6027436.000000 Penalty: 1045.540161
	Iteration 49Q: 3 clusters Score -6027436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 96734 members 
Entering Unmasked Estep 
Score: -6027415.500000 Penalty: 1045.540161
	Iteration 50Q: 3 clusters Score -6027416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -6027414.500000 Penalty: 1045.540161
	Iteration 51Q: 3 clusters Score -6027414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -6027411.500000 Penalty: 1045.540161
	Iteration 52Q: 3 clusters Score -6027412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -6027408.000000 Penalty: 1045.540161
	Iteration 53Q: 3 clusters Score -6027408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -6027396.000000 Penalty: 1045.540161
	Iteration 54Q: 3 clusters Score -6027396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -6027393.500000 Penalty: 1045.540161
	Iteration 55Q: 3 clusters Score -6027394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -6027396.500000 Penalty: 1045.540161
	Iteration 56Q: 3 clusters Score -6027396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -6027382.500000 Penalty: 1045.540161
	Iteration 57Q: 3 clusters Score -6027382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -6027382.000000 Penalty: 1045.540161
	Iteration 58Q: 3 clusters Score -6027382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -6027379.000000 Penalty: 1045.540161
	Iteration 59Q: 3 clusters Score -6027379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -6027381.500000 Penalty: 1045.540161
	Iteration 60F: 3 clusters Score -6027382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -6027383.000000 Penalty: 1045.540161
	Iteration 61Q: 3 clusters Score -6027383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -6027377.500000 Penalty: 1045.540161
	Iteration 62Q: 3 clusters Score -6027378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -6027381.000000 Penalty: 1045.540161
	Iteration 63Q: 3 clusters Score -6027381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -6027380.500000 Penalty: 1045.540161
	Iteration 64Q: 3 clusters Score -6027380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -6027379.000000 Penalty: 1045.540161
	Iteration 65Q: 3 clusters Score -6027379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -6027386.000000 Penalty: 1045.540161
	Iteration 66Q: 3 clusters Score -6027386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -6027386.000000 Penalty: 1045.540161
	Iteration 67F: 3 clusters Score -6027386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -267374.500000 Penalty: 378.436157
	Iteration 0F: 2 clusters Score -267374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -264618.093750 Penalty: 756.872314
	Iteration 0F: 3 clusters Score -264618.1 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -265651.406250 Penalty: 756.872314
	Iteration 1F: 3 clusters Score -265651.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -265743.218750 Penalty: 756.872314
	Iteration 2F: 3 clusters Score -265743.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -265830.781250 Penalty: 756.872314
	Iteration 3Q: 3 clusters Score -265830.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -265923.343750 Penalty: 756.872314
	Iteration 4Q: 3 clusters Score -265923.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -266047.593750 Penalty: 756.872314
	Iteration 5Q: 3 clusters Score -266047.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -266185.875000 Penalty: 756.872314
	Iteration 6Q: 3 clusters Score -266185.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -266338.500000 Penalty: 756.872314
	Iteration 7F: 3 clusters Score -266338.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -266481.656250 Penalty: 756.872314
	Iteration 8F: 3 clusters Score -266481.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -266571.125000 Penalty: 756.872314
	Iteration 9Q: 3 clusters Score -266571.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -266612.562500 Penalty: 756.872314
	Iteration 10Q: 3 clusters Score -266612.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -266624.781250 Penalty: 756.872314
	Iteration 11Q: 3 clusters Score -266624.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -266629.187500 Penalty: 756.872314
	Iteration 12Q: 3 clusters Score -266629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -266630.500000 Penalty: 756.872314
	Iteration 13Q: 3 clusters Score -266630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -266631.656250 Penalty: 756.872314
	Iteration 14Q: 3 clusters Score -266631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -266632.406250 Penalty: 756.872314
	Iteration 15Q: 3 clusters Score -266632.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -266635.031250 Penalty: 756.872314
	Iteration 16Q: 3 clusters Score -266635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -266637.500000 Penalty: 756.872314
	Iteration 17Q: 3 clusters Score -266637.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -266641.875000 Penalty: 756.872314
	Iteration 18Q: 3 clusters Score -266641.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -266648.250000 Penalty: 756.872314
	Iteration 19Q: 3 clusters Score -266648.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -266654.375000 Penalty: 756.872314
	Iteration 20F: 3 clusters Score -266654.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -266660.437500 Penalty: 756.872314
	Iteration 21Q: 3 clusters Score -266660.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -266665.031250 Penalty: 756.872314
	Iteration 22Q: 3 clusters Score -266665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -266668.562500 Penalty: 756.872314
	Iteration 23Q: 3 clusters Score -266668.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -266672.343750 Penalty: 756.872314
	Iteration 24Q: 3 clusters Score -266672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -266677.312500 Penalty: 756.872314
	Iteration 25Q: 3 clusters Score -266677.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -266680.687500 Penalty: 756.872314
	Iteration 26Q: 3 clusters Score -266680.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -266683.687500 Penalty: 756.872314
	Iteration 27Q: 3 clusters Score -266683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -266685.281250 Penalty: 756.872314
	Iteration 28Q: 3 clusters Score -266685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -266686.156250 Penalty: 756.872314
	Iteration 29Q: 3 clusters Score -266686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -266686.531250 Penalty: 756.872314
	Iteration 30Q: 3 clusters Score -266686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -266686.875000 Penalty: 756.872314
	Iteration 31Q: 3 clusters Score -266686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -266687.718750 Penalty: 756.872314
	Iteration 32Q: 3 clusters Score -266687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -266688.156250 Penalty: 756.872314
	Iteration 33Q: 3 clusters Score -266688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -266687.906250 Penalty: 756.872314
	Iteration 34Q: 3 clusters Score -266687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -266688.062500 Penalty: 756.872314
	Iteration 35Q: 3 clusters Score -266688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -266688.437500 Penalty: 756.872314
	Iteration 36Q: 3 clusters Score -266688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -266688.718750 Penalty: 756.872314
	Iteration 37Q: 3 clusters Score -266688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -266688.875000 Penalty: 756.872314
	Iteration 38Q: 3 clusters Score -266688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -266688.562500 Penalty: 756.872314
	Iteration 39Q: 3 clusters Score -266688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -266689.156250 Penalty: 756.872314
	Iteration 40F: 3 clusters Score -266689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -266689.062500 Penalty: 756.872314
	Iteration 41Q: 3 clusters Score -266689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -266689.812500 Penalty: 756.872314
	Iteration 42Q: 3 clusters Score -266689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -266690.500000 Penalty: 756.872314
	Iteration 43Q: 3 clusters Score -266690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -266691.718750 Penalty: 756.872314
	Iteration 44Q: 3 clusters Score -266691.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -266692.531250 Penalty: 756.872314
	Iteration 45Q: 3 clusters Score -266692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -266693.062500 Penalty: 756.872314
	Iteration 46Q: 3 clusters Score -266693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -266694.562500 Penalty: 756.872314
	Iteration 47Q: 3 clusters Score -266694.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -266695.062500 Penalty: 756.872314
	Iteration 48Q: 3 clusters Score -266695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -266696.125000 Penalty: 756.872314
	Iteration 49Q: 3 clusters Score -266696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -266697.875000 Penalty: 756.872314
	Iteration 50Q: 3 clusters Score -266697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -266698.718750 Penalty: 756.872314
	Iteration 51Q: 3 clusters Score -266698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -266698.625000 Penalty: 756.872314
	Iteration 52Q: 3 clusters Score -266698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -266700.156250 Penalty: 756.872314
	Iteration 53Q: 3 clusters Score -266700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -266702.000000 Penalty: 756.872314
	Iteration 54Q: 3 clusters Score -266702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -266702.687500 Penalty: 756.872314
	Iteration 55Q: 3 clusters Score -266702.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -266703.562500 Penalty: 756.872314
	Iteration 56Q: 3 clusters Score -266703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -266703.937500 Penalty: 756.872314
	Iteration 57Q: 3 clusters Score -266703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -266704.812500 Penalty: 756.872314
	Iteration 58Q: 3 clusters Score -266704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -266705.531250 Penalty: 756.872314
	Iteration 59Q: 3 clusters Score -266705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -266705.281250 Penalty: 756.872314
	Iteration 60F: 3 clusters Score -266705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -266705.187500 Penalty: 756.872314
	Iteration 61Q: 3 clusters Score -266705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -266705.187500 Penalty: 756.872314
	Iteration 62F: 3 clusters Score -266705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -96665.773438 Penalty: 334.331451
	Iteration 0F: 2 clusters Score -96665.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -95520.789062 Penalty: 668.662903
	Iteration 0F: 3 clusters Score -95520.79 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -95864.890625 Penalty: 668.662903
	Iteration 1F: 3 clusters Score -95864.89 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -95919.218750 Penalty: 668.662903
	Iteration 2F: 3 clusters Score -95919.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -95967.335938 Penalty: 668.662903
	Iteration 3Q: 3 clusters Score -95967.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -96006.750000 Penalty: 668.662903
	Iteration 4Q: 3 clusters Score -96006.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -96047.695312 Penalty: 668.662903
	Iteration 5Q: 3 clusters Score -96047.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -96089.164062 Penalty: 668.662903
	Iteration 6Q: 3 clusters Score -96089.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96139.132812 Penalty: 668.662903
	Iteration 7Q: 3 clusters Score -96139.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96211.937500 Penalty: 668.662903
	Iteration 8Q: 3 clusters Score -96211.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96270.757812 Penalty: 668.662903
	Iteration 9Q: 3 clusters Score -96270.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96310.882812 Penalty: 668.662903
	Iteration 10Q: 3 clusters Score -96310.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96352.335938 Penalty: 668.662903
	Iteration 11Q: 3 clusters Score -96352.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96380.460938 Penalty: 668.662903
	Iteration 12Q: 3 clusters Score -96380.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96395.890625 Penalty: 668.662903
	Iteration 13Q: 3 clusters Score -96395.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96404.273438 Penalty: 668.662903
	Iteration 14Q: 3 clusters Score -96404.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96410.593750 Penalty: 668.662903
	Iteration 15Q: 3 clusters Score -96410.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96414.835938 Penalty: 668.662903
	Iteration 16Q: 3 clusters Score -96414.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96417.578125 Penalty: 668.662903
	Iteration 17Q: 3 clusters Score -96417.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96419.531250 Penalty: 668.662903
	Iteration 18Q: 3 clusters Score -96419.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96421.437500 Penalty: 668.662903
	Iteration 19Q: 3 clusters Score -96421.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96423.687500 Penalty: 668.662903
	Iteration 20F: 3 clusters Score -96423.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96428.015625 Penalty: 668.662903
	Iteration 21Q: 3 clusters Score -96428.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96433.343750 Penalty: 668.662903
	Iteration 22Q: 3 clusters Score -96433.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96435.648438 Penalty: 668.662903
	Iteration 23Q: 3 clusters Score -96435.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96436.265625 Penalty: 668.662903
	Iteration 24Q: 3 clusters Score -96436.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96437.062500 Penalty: 668.662903
	Iteration 25Q: 3 clusters Score -96437.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96437.437500 Penalty: 668.662903
	Iteration 26Q: 3 clusters Score -96437.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96440.296875 Penalty: 668.662903
	Iteration 27Q: 3 clusters Score -96440.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96441.343750 Penalty: 668.662903
	Iteration 28Q: 3 clusters Score -96441.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96441.414062 Penalty: 668.662903
	Iteration 29Q: 3 clusters Score -96441.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96441.781250 Penalty: 668.662903
	Iteration 30Q: 3 clusters Score -96441.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96441.804688 Penalty: 668.662903
	Iteration 31Q: 3 clusters Score -96441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96442.195312 Penalty: 668.662903
	Iteration 32Q: 3 clusters Score -96442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96442.296875 Penalty: 668.662903
	Iteration 33Q: 3 clusters Score -96442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96442.296875 Penalty: 668.662903
	Iteration 34F: 3 clusters Score -96442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Entering Unmasked Estep 
Score: -5741381.500000 Penalty: 520.109497
	Iteration 0F: 2 clusters Score -5741382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -5680604.500000 Penalty: 1040.218994
	Iteration 0F: 3 clusters Score -5680604 nChanged 45209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5706972.000000 Penalty: 1040.218994
	Iteration 1F: 3 clusters Score -5706972 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -5707606.000000 Penalty: 1040.218994
	Iteration 2Q: 3 clusters Score -5707606 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -5708420.000000 Penalty: 1040.218994
	Iteration 3Q: 3 clusters Score -5708420 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -5709425.500000 Penalty: 1040.218994
	Iteration 4Q: 3 clusters Score -5709426 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -5710920.500000 Penalty: 1040.218994
	Iteration 5Q: 3 clusters Score -5710920 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -5713033.000000 Penalty: 1040.218994
	Iteration 6Q: 3 clusters Score -5713033 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -5716301.000000 Penalty: 1040.218994
	Iteration 7F: 3 clusters Score -5716301 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -5720873.000000 Penalty: 1040.218994
	Iteration 8F: 3 clusters Score -5720873 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -5725331.500000 Penalty: 1040.218994
	Iteration 9F: 3 clusters Score -5725332 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -5727572.000000 Penalty: 1040.218994
	Iteration 10F: 3 clusters Score -5727572 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -5728319.000000 Penalty: 1040.218994
	Iteration 11Q: 3 clusters Score -5728319 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -5728682.500000 Penalty: 1040.218994
	Iteration 12Q: 3 clusters Score -5728682 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5728957.500000 Penalty: 1040.218994
	Iteration 13Q: 3 clusters Score -5728958 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5729283.500000 Penalty: 1040.218994
	Iteration 14Q: 3 clusters Score -5729284 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5729663.500000 Penalty: 1040.218994
	Iteration 15Q: 3 clusters Score -5729664 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -5729971.500000 Penalty: 1040.218994
	Iteration 16Q: 3 clusters Score -5729972 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5730425.000000 Penalty: 1040.218994
	Iteration 17Q: 3 clusters Score -5730425 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5730919.000000 Penalty: 1040.218994
	Iteration 18Q: 3 clusters Score -5730919 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5731550.000000 Penalty: 1040.218994
	Iteration 19Q: 3 clusters Score -5731550 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -5732302.000000 Penalty: 1040.218994
	Iteration 20F: 3 clusters Score -5732302 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -5733196.000000 Penalty: 1040.218994
	Iteration 21Q: 3 clusters Score -5733196 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5734124.000000 Penalty: 1040.218994
	Iteration 22Q: 3 clusters Score -5734124 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5734987.500000 Penalty: 1040.218994
	Iteration 23Q: 3 clusters Score -5734988 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5735738.000000 Penalty: 1040.218994
	Iteration 24Q: 3 clusters Score -5735738 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5736515.500000 Penalty: 1040.218994
	Iteration 25Q: 3 clusters Score -5736516 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -5737174.500000 Penalty: 1040.218994
	Iteration 26Q: 3 clusters Score -5737174 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5737818.500000 Penalty: 1040.218994
	Iteration 27Q: 3 clusters Score -5737818 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5738350.000000 Penalty: 1040.218994
	Iteration 28Q: 3 clusters Score -5738350 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -5738744.000000 Penalty: 1040.218994
	Iteration 29Q: 3 clusters Score -5738744 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -5738982.000000 Penalty: 1040.218994
	Iteration 30Q: 3 clusters Score -5738982 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5739169.500000 Penalty: 1040.218994
	Iteration 31Q: 3 clusters Score -5739170 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5739290.500000 Penalty: 1040.218994
	Iteration 32Q: 3 clusters Score -5739290 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5739338.000000 Penalty: 1040.218994
	Iteration 33Q: 3 clusters Score -5739338 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5739376.500000 Penalty: 1040.218994
	Iteration 34Q: 3 clusters Score -5739376 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5739393.500000 Penalty: 1040.218994
	Iteration 35Q: 3 clusters Score -5739394 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5739409.000000 Penalty: 1040.218994
	Iteration 36Q: 3 clusters Score -5739409 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5739450.000000 Penalty: 1040.218994
	Iteration 37Q: 3 clusters Score -5739450 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5739463.500000 Penalty: 1040.218994
	Iteration 38Q: 3 clusters Score -5739464 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -5739484.000000 Penalty: 1040.218994
	Iteration 39Q: 3 clusters Score -5739484 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5739836.000000 Penalty: 1040.218994
	Iteration 40F: 3 clusters Score -5739836 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -5739918.500000 Penalty: 1040.218994
	Iteration 41Q: 3 clusters Score -5739918 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5739917.500000 Penalty: 1040.218994
	Iteration 42Q: 3 clusters Score -5739918 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -5739902.000000 Penalty: 1040.218994
	Iteration 43Q: 3 clusters Score -5739902 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5739963.000000 Penalty: 1040.218994
	Iteration 44Q: 3 clusters Score -5739963 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -5739953.500000 Penalty: 1040.218994
	Iteration 45Q: 3 clusters Score -5739954 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5739980.000000 Penalty: 1040.218994
	Iteration 46Q: 3 clusters Score -5739980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5739972.000000 Penalty: 1040.218994
	Iteration 47Q: 3 clusters Score -5739972 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5739981.500000 Penalty: 1040.218994
	Iteration 48Q: 3 clusters Score -5739982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5739981.000000 Penalty: 1040.218994
	Iteration 49Q: 3 clusters Score -5739981 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -5739987.500000 Penalty: 1040.218994
	Iteration 50Q: 3 clusters Score -5739988 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5739974 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5739968 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5739962 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5739992 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5739998 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5740039 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5740074 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5740120 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5740172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5740214.000000 Penalty: 1040.218994
	Iteration 60F: 3 clusters Score -5740214 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5740244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5740252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -5740275.000000 Penalty: 1040.218994
	Iteration 63Q: 3 clusters Score -5740275 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5740287 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5740315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5740322.000000 Penalty: 1040.218994
	Iteration 66Q: 3 clusters Score -5740322 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5740336.500000 Penalty: 1040.218994
	Iteration 67Q: 3 clusters Score -5740336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -5740347.500000 Penalty: 1040.218994
	Iteration 68Q: 3 clusters Score -5740348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5740374.500000 Penalty: 1040.218994
	Iteration 69Q: 3 clusters Score -5740374 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5740391.000000 Penalty: 1040.218994
	Iteration 70Q: 3 clusters Score -5740391 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5740401.500000 Penalty: 1040.218994
	Iteration 71Q: 3 clusters Score -5740402 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -5740446.500000 Penalty: 1040.218994
	Iteration 72Q: 3 clusters Score -5740446 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -5740476.500000 Penalty: 1040.218994
	Iteration 73Q: 3 clusters Score -5740476 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5740516.000000 Penalty: 1040.218994
	Iteration 74Q: 3 clusters Score -5740516 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -5740544.500000 Penalty: 1040.218994
	Iteration 75Q: 3 clusters Score -5740544 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5740588.000000 Penalty: 1040.218994
	Iteration 76Q: 3 clusters Score -5740588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5740654.000000 Penalty: 1040.218994
	Iteration 77Q: 3 clusters Score -5740654 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5740692.500000 Penalty: 1040.218994
	Iteration 78Q: 3 clusters Score -5740692 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5740734.000000 Penalty: 1040.218994
	Iteration 79Q: 3 clusters Score -5740734 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5740728.000000 Penalty: 1040.218994
	Iteration 80F: 3 clusters Score -5740728 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5740758 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -5740791.500000 Penalty: 1040.218994
	Iteration 82Q: 3 clusters Score -5740792 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5740794 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5740835.000000 Penalty: 1040.218994
	Iteration 84Q: 3 clusters Score -5740835 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5740876 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -5740917.000000 Penalty: 1040.218994
	Iteration 86Q: 3 clusters Score -5740917 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5740900 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5740935 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5740955 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5740994 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5741010.500000 Penalty: 1040.218994
	Iteration 91Q: 3 clusters Score -5741010 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5741010 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -5741045.500000 Penalty: 1040.218994
	Iteration 93Q: 3 clusters Score -5741046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5741032.000000 Penalty: 1040.218994
	Iteration 94Q: 3 clusters Score -5741032 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -5741058.500000 Penalty: 1040.218994
	Iteration 95Q: 3 clusters Score -5741058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5741042.000000 Penalty: 1040.218994
	Iteration 96Q: 3 clusters Score -5741042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -5741062.000000 Penalty: 1040.218994
	Iteration 97Q: 3 clusters Score -5741062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5741045 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -5741050.000000 Penalty: 1040.218994
	Iteration 99Q: 3 clusters Score -5741050 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -5741041.000000 Penalty: 1040.218994
	Iteration 100F: 3 clusters Score -5741041 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5741032 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -5741013.500000 Penalty: 1040.218994
	Iteration 102Q: 3 clusters Score -5741014 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5741023.500000 Penalty: 1040.218994
	Iteration 103Q: 3 clusters Score -5741024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5740996 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -5741001.500000 Penalty: 1040.218994
	Iteration 105Q: 3 clusters Score -5741002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5740980.500000 Penalty: 1040.218994
	Iteration 106Q: 3 clusters Score -5740980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5740985.500000 Penalty: 1040.218994
	Iteration 107Q: 3 clusters Score -5740986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5740971.000000 Penalty: 1040.218994
	Iteration 108Q: 3 clusters Score -5740971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5740988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5740976.500000 Penalty: 1040.218994
	Iteration 110Q: 3 clusters Score -5740976 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5740969.000000 Penalty: 1040.218994
	Iteration 111Q: 3 clusters Score -5740969 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5740962.000000 Penalty: 1040.218994
	Iteration 112Q: 3 clusters Score -5740962 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5740968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5740960.500000 Penalty: 1040.218994
	Iteration 114Q: 3 clusters Score -5740960 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5740960 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5740947.500000 Penalty: 1040.218994
	Iteration 116Q: 3 clusters Score -5740948 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5740965.500000 Penalty: 1040.218994
	Iteration 117Q: 3 clusters Score -5740966 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5740975.000000 Penalty: 1040.218994
	Iteration 118Q: 3 clusters Score -5740975 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5741000 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5740994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5741016.500000 Penalty: 1040.218994
	Iteration 121Q: 3 clusters Score -5741016 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5741022.500000 Penalty: 1040.218994
	Iteration 122Q: 3 clusters Score -5741022 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5741037.500000 Penalty: 1040.218994
	Iteration 123Q: 3 clusters Score -5741038 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5741044.000000 Penalty: 1040.218994
	Iteration 124Q: 3 clusters Score -5741044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5741027.000000 Penalty: 1040.218994
	Iteration 125Q: 3 clusters Score -5741027 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5740998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5740982.000000 Penalty: 1040.218994
	Iteration 127Q: 3 clusters Score -5740982 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5740991 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5740998 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5741009 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5741012.500000 Penalty: 1040.218994
	Iteration 131Q: 3 clusters Score -5741012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5741014.500000 Penalty: 1040.218994
	Iteration 132Q: 3 clusters Score -5741014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5741018.000000 Penalty: 1040.218994
	Iteration 133Q: 3 clusters Score -5741018 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5741009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5741005 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5741009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5741000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5740996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5740994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5740983.500000 Penalty: 1040.218994
	Iteration 140F: 3 clusters Score -5740984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5740984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5740995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5740992 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5740999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5740992.500000 Penalty: 1040.218994
	Iteration 145Q: 3 clusters Score -5740992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5740996.000000 Penalty: 1040.218994
	Iteration 146Q: 3 clusters Score -5740996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5741001.500000 Penalty: 1040.218994
	Iteration 147Q: 3 clusters Score -5741002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5741008.500000 Penalty: 1040.218994
	Iteration 148Q: 3 clusters Score -5741008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5741012.500000 Penalty: 1040.218994
	Iteration 149Q: 3 clusters Score -5741012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5741008.500000 Penalty: 1040.218994
	Iteration 150Q: 3 clusters Score -5741008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5741018.500000 Penalty: 1040.218994
	Iteration 151Q: 3 clusters Score -5741018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5741020.000000 Penalty: 1040.218994
	Iteration 152Q: 3 clusters Score -5741020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5741013.000000 Penalty: 1040.218994
	Iteration 153Q: 3 clusters Score -5741013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5741014.000000 Penalty: 1040.218994
	Iteration 154Q: 3 clusters Score -5741014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5741016.500000 Penalty: 1040.218994
	Iteration 155Q: 3 clusters Score -5741016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5741016.500000 Penalty: 1040.218994
	Iteration 156Q: 3 clusters Score -5741016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5741017.000000 Penalty: 1040.218994
	Iteration 157Q: 3 clusters Score -5741017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5741021.500000 Penalty: 1040.218994
	Iteration 158Q: 3 clusters Score -5741022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5741026.500000 Penalty: 1040.218994
	Iteration 159Q: 3 clusters Score -5741026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5741023.000000 Penalty: 1040.218994
	Iteration 160F: 3 clusters Score -5741023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5741029.500000 Penalty: 1040.218994
	Iteration 161Q: 3 clusters Score -5741030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5741031.000000 Penalty: 1040.218994
	Iteration 162Q: 3 clusters Score -5741031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5741029.500000 Penalty: 1040.218994
	Iteration 163Q: 3 clusters Score -5741030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5741029.000000 Penalty: 1040.218994
	Iteration 164Q: 3 clusters Score -5741029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5741028.500000 Penalty: 1040.218994
	Iteration 165Q: 3 clusters Score -5741028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5741026.500000 Penalty: 1040.218994
	Iteration 166Q: 3 clusters Score -5741026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5741027.000000 Penalty: 1040.218994
	Iteration 167Q: 3 clusters Score -5741027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5741028.500000 Penalty: 1040.218994
	Iteration 168Q: 3 clusters Score -5741028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5741029.000000 Penalty: 1040.218994
	Iteration 169Q: 3 clusters Score -5741029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5741028.500000 Penalty: 1040.218994
	Iteration 170Q: 3 clusters Score -5741028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5741024.000000 Penalty: 1040.218994
	Iteration 171Q: 3 clusters Score -5741024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5741023.500000 Penalty: 1040.218994
	Iteration 172Q: 3 clusters Score -5741024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5741027.000000 Penalty: 1040.218994
	Iteration 173Q: 3 clusters Score -5741027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5741025.500000 Penalty: 1040.218994
	Iteration 174Q: 3 clusters Score -5741026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5741022.000000 Penalty: 1040.218994
	Iteration 175Q: 3 clusters Score -5741022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5741024.500000 Penalty: 1040.218994
	Iteration 176Q: 3 clusters Score -5741024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5741023.500000 Penalty: 1040.218994
	Iteration 177Q: 3 clusters Score -5741024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5741027.000000 Penalty: 1040.218994
	Iteration 178Q: 3 clusters Score -5741027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5741026.500000 Penalty: 1040.218994
	Iteration 179Q: 3 clusters Score -5741026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5741027.000000 Penalty: 1040.218994
	Iteration 180F: 3 clusters Score -5741027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5741026.500000 Penalty: 1040.218994
	Iteration 181Q: 3 clusters Score -5741026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5741038.000000 Penalty: 1040.218994
	Iteration 182Q: 3 clusters Score -5741038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5741039.000000 Penalty: 1040.218994
	Iteration 183Q: 3 clusters Score -5741039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5741034.000000 Penalty: 1040.218994
	Iteration 184Q: 3 clusters Score -5741034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5741033.500000 Penalty: 1040.218994
	Iteration 185Q: 3 clusters Score -5741034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5741039.500000 Penalty: 1040.218994
	Iteration 186Q: 3 clusters Score -5741040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5741042.000000 Penalty: 1040.218994
	Iteration 187Q: 3 clusters Score -5741042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5741043.000000 Penalty: 1040.218994
	Iteration 188Q: 3 clusters Score -5741043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5741039.000000 Penalty: 1040.218994
	Iteration 189Q: 3 clusters Score -5741039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5741043.000000 Penalty: 1040.218994
	Iteration 190Q: 3 clusters Score -5741043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5741050.000000 Penalty: 1040.218994
	Iteration 191Q: 3 clusters Score -5741050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5741052.000000 Penalty: 1040.218994
	Iteration 192Q: 3 clusters Score -5741052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5741053.500000 Penalty: 1040.218994
	Iteration 193Q: 3 clusters Score -5741054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5741047.000000 Penalty: 1040.218994
	Iteration 194Q: 3 clusters Score -5741047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5741052.000000 Penalty: 1040.218994
	Iteration 195Q: 3 clusters Score -5741052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5741049.000000 Penalty: 1040.218994
	Iteration 196Q: 3 clusters Score -5741049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5741050.500000 Penalty: 1040.218994
	Iteration 197Q: 3 clusters Score -5741050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5741052.500000 Penalty: 1040.218994
	Iteration 198Q: 3 clusters Score -5741052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5741053.500000 Penalty: 1040.218994
	Iteration 199Q: 3 clusters Score -5741054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5741050.500000 Penalty: 1040.218994
	Iteration 200F: 3 clusters Score -5741050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5741055.000000 Penalty: 1040.218994
	Iteration 201Q: 3 clusters Score -5741055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5741054.000000 Penalty: 1040.218994
	Iteration 202Q: 3 clusters Score -5741054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5741058.500000 Penalty: 1040.218994
	Iteration 203Q: 3 clusters Score -5741058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5741059.000000 Penalty: 1040.218994
	Iteration 204Q: 3 clusters Score -5741059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5741057.000000 Penalty: 1040.218994
	Iteration 205Q: 3 clusters Score -5741057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5741056.500000 Penalty: 1040.218994
	Iteration 206Q: 3 clusters Score -5741056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5741056.500000 Penalty: 1040.218994
	Iteration 207F: 3 clusters Score -5741056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -26581.839844 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -26581.84 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 213 members 
Entering Unmasked Estep 
Score: -26110.121094 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -26110.12 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26196.355469 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -26196.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26223.029297 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -26223.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26237.197266 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -26237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26246.828125 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -26246.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26253.183594 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -26253.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26257.933594 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -26257.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26261.195312 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -26261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26266.833984 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -26266.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26272.839844 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -26272.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26277.662109 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -26277.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26280.898438 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -26280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26285.404297 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -26285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26294.636719 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -26294.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26309.478516 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -26309.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26324.062500 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -26324.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26333.259766 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -26333.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26339.583984 Penalty: 556.947083
	Iteration 17Q: 3 clusters Score -26339.58 nChanged 10
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: -26363.578125 Penalty: 556.947083
	Iteration 18Q: 3 clusters Score -26363.58 nChanged 17
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: -26411.634766 Penalty: 556.947083
	Iteration 19Q: 3 clusters Score -26411.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26424.058594 Penalty: 556.947083
	Iteration 20F: 3 clusters Score -26424.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26434.718750 Penalty: 556.947083
	Iteration 21Q: 3 clusters Score -26434.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26443.298828 Penalty: 556.947083
	Iteration 22Q: 3 clusters Score -26443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26452.470703 Penalty: 556.947083
	Iteration 23Q: 3 clusters Score -26452.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26459.146484 Penalty: 556.947083
	Iteration 24Q: 3 clusters Score -26459.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26464.767578 Penalty: 556.947083
	Iteration 25Q: 3 clusters Score -26464.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -26470.083984 Penalty: 556.947083
	Iteration 26Q: 3 clusters Score -26470.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -26472.867188 Penalty: 556.947083
	Iteration 27Q: 3 clusters Score -26472.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -26474.027344 Penalty: 556.947083
	Iteration 28Q: 3 clusters Score -26474.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -26474.027344 Penalty: 556.947083
	Iteration 29F: 3 clusters Score -26474.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -79348.296875 Penalty: 325.889069
	Iteration 0F: 2 clusters Score -79348.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78335.953125 Penalty: 651.778137
	Iteration 0F: 3 clusters Score -78335.95 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -78628.914062 Penalty: 651.778137
	Iteration 1F: 3 clusters Score -78628.91 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78690.070312 Penalty: 651.778137
	Iteration 2F: 3 clusters Score -78690.07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78748.468750 Penalty: 651.778137
	Iteration 3F: 3 clusters Score -78748.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78786.335938 Penalty: 651.778137
	Iteration 4Q: 3 clusters Score -78786.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78840.843750 Penalty: 651.778137
	Iteration 5Q: 3 clusters Score -78840.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78887.070312 Penalty: 651.778137
	Iteration 6Q: 3 clusters Score -78887.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78932.914062 Penalty: 651.778137
	Iteration 7Q: 3 clusters Score -78932.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -78968.570312 Penalty: 651.778137
	Iteration 8Q: 3 clusters Score -78968.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -78991.320312 Penalty: 651.778137
	Iteration 9Q: 3 clusters Score -78991.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -79006.617188 Penalty: 651.778137
	Iteration 10Q: 3 clusters Score -79006.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -79023.054688 Penalty: 651.778137
	Iteration 11Q: 3 clusters Score -79023.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -79035.968750 Penalty: 651.778137
	Iteration 12Q: 3 clusters Score -79035.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -79044.007812 Penalty: 651.778137
	Iteration 13Q: 3 clusters Score -79044.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -79055.031250 Penalty: 651.778137
	Iteration 14Q: 3 clusters Score -79055.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -79060.476562 Penalty: 651.778137
	Iteration 15Q: 3 clusters Score -79060.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -79067.953125 Penalty: 651.778137
	Iteration 16Q: 3 clusters Score -79067.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -79077.109375 Penalty: 651.778137
	Iteration 17Q: 3 clusters Score -79077.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -79080.609375 Penalty: 651.778137
	Iteration 18Q: 3 clusters Score -79080.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -79080.609375 Penalty: 651.778137
	Iteration 19F: 3 clusters Score -79080.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -10193.411133 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10193.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -9923.026367 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -9923.026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10025.380859 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10025.38 nChanged 21
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: -10180.456055 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10180.46 nChanged 10
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: -10251.279297 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10251.28 nChanged 6
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: -10271.100586 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10281.635742 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10281.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10288.224609 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10288.22 nChanged 2
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: -10296.241211 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10296.24 nChanged 2
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: -10300.054688 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10300.05 nChanged 1
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: -10300.896484 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -10300.9 nChanged 1
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: -10301.664062 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -10301.66 nChanged 0
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: -10301.664062 Penalty: 470.514038
	Iteration 11F: 3 clusters Score -10301.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 67 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 90420 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 109 members 
Entering Unmasked Estep 
Score: -53279584.000000 Penalty: 34928.070312
Splitting cluster 8 changes total score from -53279764.000000 to -53279584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (83304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Entering Unmasked Estep 
Score: -5176625.500000 Penalty: 515.526428
	Iteration 0F: 2 clusters Score -5176626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -5121296.500000 Penalty: 1031.052856
	Iteration 0F: 3 clusters Score -5121296 nChanged 40579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5147830.500000 Penalty: 1031.052856
	Iteration 1F: 3 clusters Score -5147830 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -5150792.000000 Penalty: 1031.052856
	Iteration 2F: 3 clusters Score -5150792 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -5155772.500000 Penalty: 1031.052856
	Iteration 3F: 3 clusters Score -5155772 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -5161937.000000 Penalty: 1031.052856
	Iteration 4F: 3 clusters Score -5161937 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -5165670.000000 Penalty: 1031.052856
	Iteration 5F: 3 clusters Score -5165670 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -5166731.000000 Penalty: 1031.052856
	Iteration 6Q: 3 clusters Score -5166731 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -5167013.000000 Penalty: 1031.052856
	Iteration 7Q: 3 clusters Score -5167013 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -5167203.000000 Penalty: 1031.052856
	Iteration 8Q: 3 clusters Score -5167203 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -5167328.500000 Penalty: 1031.052856
	Iteration 9Q: 3 clusters Score -5167328 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -5167403.000000 Penalty: 1031.052856
	Iteration 10Q: 3 clusters Score -5167403 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -5167478.500000 Penalty: 1031.052856
	Iteration 11Q: 3 clusters Score -5167478 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -5167545.000000 Penalty: 1031.052856
	Iteration 12Q: 3 clusters Score -5167545 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -5167585.000000 Penalty: 1031.052856
	Iteration 13Q: 3 clusters Score -5167585 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -5167612.000000 Penalty: 1031.052856
	Iteration 14Q: 3 clusters Score -5167612 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -5167621.000000 Penalty: 1031.052856
	Iteration 15Q: 3 clusters Score -5167621 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -5167661.500000 Penalty: 1031.052856
	Iteration 16Q: 3 clusters Score -5167662 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -5167646.000000 Penalty: 1031.052856
	Iteration 17Q: 3 clusters Score -5167646 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5167638.000000 Penalty: 1031.052856
	Iteration 18Q: 3 clusters Score -5167638 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5167686.000000 Penalty: 1031.052856
	Iteration 19Q: 3 clusters Score -5167686 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5167703.500000 Penalty: 1031.052856
	Iteration 20F: 3 clusters Score -5167704 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5167740.000000 Penalty: 1031.052856
	Iteration 21Q: 3 clusters Score -5167740 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -5167791.500000 Penalty: 1031.052856
	Iteration 22Q: 3 clusters Score -5167792 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5167841.500000 Penalty: 1031.052856
	Iteration 23Q: 3 clusters Score -5167842 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -5167837.500000 Penalty: 1031.052856
	Iteration 24Q: 3 clusters Score -5167838 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5167905.500000 Penalty: 1031.052856
	Iteration 25Q: 3 clusters Score -5167906 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5167952.500000 Penalty: 1031.052856
	Iteration 26Q: 3 clusters Score -5167952 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5167973.500000 Penalty: 1031.052856
	Iteration 27Q: 3 clusters Score -5167974 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5168008.000000 Penalty: 1031.052856
	Iteration 28Q: 3 clusters Score -5168008 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5168041.500000 Penalty: 1031.052856
	Iteration 29Q: 3 clusters Score -5168042 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5168106.500000 Penalty: 1031.052856
	Iteration 30Q: 3 clusters Score -5168106 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5168148.000000 Penalty: 1031.052856
	Iteration 31Q: 3 clusters Score -5168148 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -5168234.500000 Penalty: 1031.052856
	Iteration 32Q: 3 clusters Score -5168234 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5168328.000000 Penalty: 1031.052856
	Iteration 33Q: 3 clusters Score -5168328 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -5168364.500000 Penalty: 1031.052856
	Iteration 34Q: 3 clusters Score -5168364 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5168432.500000 Penalty: 1031.052856
	Iteration 35Q: 3 clusters Score -5168432 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5168532.500000 Penalty: 1031.052856
	Iteration 36Q: 3 clusters Score -5168532 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5168628.000000 Penalty: 1031.052856
	Iteration 37Q: 3 clusters Score -5168628 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5168755.000000 Penalty: 1031.052856
	Iteration 38Q: 3 clusters Score -5168755 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5168849.500000 Penalty: 1031.052856
	Iteration 39Q: 3 clusters Score -5168850 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -5168964.000000 Penalty: 1031.052856
	Iteration 40F: 3 clusters Score -5168964 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -5169033.000000 Penalty: 1031.052856
	Iteration 41Q: 3 clusters Score -5169033 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5169113.000000 Penalty: 1031.052856
	Iteration 42Q: 3 clusters Score -5169113 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5169226.000000 Penalty: 1031.052856
	Iteration 43Q: 3 clusters Score -5169226 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5169366.500000 Penalty: 1031.052856
	Iteration 44Q: 3 clusters Score -5169366 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -5169466.500000 Penalty: 1031.052856
	Iteration 45Q: 3 clusters Score -5169466 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5169586.500000 Penalty: 1031.052856
	Iteration 46Q: 3 clusters Score -5169586 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5169727.000000 Penalty: 1031.052856
	Iteration 47Q: 3 clusters Score -5169727 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5169851.000000 Penalty: 1031.052856
	Iteration 48Q: 3 clusters Score -5169851 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5170140 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5170565 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5170687 nChanged 790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5170844 nChanged 797
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5170990 nChanged 804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5171138 nChanged 832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5171293 nChanged 819
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5171402 nChanged 817
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5171564 nChanged 875
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Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5171726 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5171883 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5172023 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5172205 nChanged 789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5172347 nChanged 743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5172458 nChanged 719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5172574 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5172701 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5172830 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5172938 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5173092 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5173216 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5173289 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5173368 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5173438 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5173511 nChanged 485
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Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5173598 nChanged 475
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Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5173653 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5173712 nChanged 434
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Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5173790 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5173842 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5173877 nChanged 371
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Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5173918 nChanged 348
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Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5174158 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5174202 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5174320 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5174344 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5174483 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5174610 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5174730 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5174862 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5175005 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5175107 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5175222 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5175304 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5175402 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5175450 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5175548 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5175640 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5175694 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5175750 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5175836 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5175916 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5175990 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5176121 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5176161 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81829 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5176240 nChanged 147
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Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5176258 nChanged 127
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Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5176288 nChanged 111
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Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5176314 nChanged 97
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Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82347 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82405 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5176328 nChanged 40
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5176337 nChanged 40
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Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5176334 nChanged 30
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Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 736 members 
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Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5176333 nChanged 24
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Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5176338 nChanged 25
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Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5176341 nChanged 25
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Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5176339 nChanged 15
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Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5176339 nChanged 11
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Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5176338 nChanged 15
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Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5176337 nChanged 11
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Mstep: Class 1 contains 82741 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5176342 nChanged 6
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Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5176341.000000 Penalty: 1031.052856
	Iteration 141Q: 3 clusters Score -5176341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5176342.000000 Penalty: 1031.052856
	Iteration 142Q: 3 clusters Score -5176342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5176344.500000 Penalty: 1031.052856
	Iteration 143Q: 3 clusters Score -5176344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5176344.000000 Penalty: 1031.052856
	Iteration 144Q: 3 clusters Score -5176344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5176345.500000 Penalty: 1031.052856
	Iteration 145Q: 3 clusters Score -5176346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5176346.500000 Penalty: 1031.052856
	Iteration 146Q: 3 clusters Score -5176346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5176345.000000 Penalty: 1031.052856
	Iteration 147Q: 3 clusters Score -5176345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5176346.000000 Penalty: 1031.052856
	Iteration 148Q: 3 clusters Score -5176346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5176342.000000 Penalty: 1031.052856
	Iteration 149Q: 3 clusters Score -5176342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5176345.000000 Penalty: 1031.052856
	Iteration 150Q: 3 clusters Score -5176345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5176341.500000 Penalty: 1031.052856
	Iteration 151Q: 3 clusters Score -5176342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5176341.500000 Penalty: 1031.052856
	Iteration 152F: 3 clusters Score -5176342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -40942.000000 Penalty: 296.216736
	Iteration 0F: 2 clusters Score -40942 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 331 members 
Entering Unmasked Estep 
Score: -40381.226562 Penalty: 592.433472
	Iteration 0F: 3 clusters Score -40381.23 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40614.839844 Penalty: 592.433472
	Iteration 1F: 3 clusters Score -40614.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40682.824219 Penalty: 592.433472
	Iteration 2F: 3 clusters Score -40682.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40773.765625 Penalty: 592.433472
	Iteration 3F: 3 clusters Score -40773.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40858.769531 Penalty: 592.433472
	Iteration 4F: 3 clusters Score -40858.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40916.785156 Penalty: 592.433472
	Iteration 5Q: 3 clusters Score -40916.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40954.277344 Penalty: 592.433472
	Iteration 6Q: 3 clusters Score -40954.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40974.320312 Penalty: 592.433472
	Iteration 7Q: 3 clusters Score -40974.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40982.222656 Penalty: 592.433472
	Iteration 8Q: 3 clusters Score -40982.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40991.906250 Penalty: 592.433472
	Iteration 9Q: 3 clusters Score -40991.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40997.476562 Penalty: 592.433472
	Iteration 10Q: 3 clusters Score -40997.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41000.964844 Penalty: 592.433472
	Iteration 11Q: 3 clusters Score -41000.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41002.757812 Penalty: 592.433472
	Iteration 12Q: 3 clusters Score -41002.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41006.148438 Penalty: 592.433472
	Iteration 13Q: 3 clusters Score -41006.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41007.726562 Penalty: 592.433472
	Iteration 14Q: 3 clusters Score -41007.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41010.804688 Penalty: 592.433472
	Iteration 15Q: 3 clusters Score -41010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -41018.605469 Penalty: 592.433472
	Iteration 16Q: 3 clusters Score -41018.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41041.152344 Penalty: 592.433472
	Iteration 17Q: 3 clusters Score -41041.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -41086.984375 Penalty: 592.433472
	Iteration 18Q: 3 clusters Score -41086.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41103.242188 Penalty: 592.433472
	Iteration 19Q: 3 clusters Score -41103.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -41110.343750 Penalty: 592.433472
	Iteration 20F: 3 clusters Score -41110.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -41111.750000 Penalty: 592.433472
	Iteration 21Q: 3 clusters Score -41111.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41112.660156 Penalty: 592.433472
	Iteration 22Q: 3 clusters Score -41112.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -41114.539062 Penalty: 592.433472
	Iteration 23Q: 3 clusters Score -41114.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41115.542969 Penalty: 592.433472
	Iteration 24Q: 3 clusters Score -41115.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41116.500000 Penalty: 592.433472
	Iteration 25Q: 3 clusters Score -41116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41117.035156 Penalty: 592.433472
	Iteration 26Q: 3 clusters Score -41117.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41117.523438 Penalty: 592.433472
	Iteration 27Q: 3 clusters Score -41117.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41117.523438 Penalty: 592.433472
	Iteration 28F: 3 clusters Score -41117.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 90420 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 420 members 
Entering Unmasked Estep 
Score: -53279676.000000 Penalty: 34928.070312
Splitting cluster 10 changes total score from -53279764.000000 to -53279676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -51384.558594 Penalty: 307.068573
	Iteration 0F: 2 clusters Score -51384.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -50690.050781 Penalty: 614.137146
	Iteration 0F: 3 clusters Score -50690.05 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51077.425781 Penalty: 614.137146
	Iteration 1F: 3 clusters Score -51077.43 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -51320.718750 Penalty: 614.137146
	Iteration 2F: 3 clusters Score -51320.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -51461.734375 Penalty: 614.137146
	Iteration 3F: 3 clusters Score -51461.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -51583.414062 Penalty: 614.137146
	Iteration 4F: 3 clusters Score -51583.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -51650.613281 Penalty: 614.137146
	Iteration 5Q: 3 clusters Score -51650.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -51682.390625 Penalty: 614.137146
	Iteration 6Q: 3 clusters Score -51682.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -51700.316406 Penalty: 614.137146
	Iteration 7Q: 3 clusters Score -51700.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -51707.789062 Penalty: 614.137146
	Iteration 8Q: 3 clusters Score -51707.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -51708.496094 Penalty: 614.137146
	Iteration 9Q: 3 clusters Score -51708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -51709.500000 Penalty: 614.137146
	Iteration 10Q: 3 clusters Score -51709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -51709.500000 Penalty: 614.137146
	Iteration 11F: 3 clusters Score -51709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1971 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 90420 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Entering Unmasked Estep 
Score: -53279892.000000 Penalty: 34928.070312
Splitting cluster 11 changes total score from -53279764.000000 to -53279892.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 12 (79935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Entering Unmasked Estep 
Score: -4906656.000000 Penalty: 513.648071
	Iteration 0F: 2 clusters Score -4906656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4852852.000000 Penalty: 1027.296143
	Iteration 0F: 3 clusters Score -4852852 nChanged 39137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -4878821.500000 Penalty: 1027.296143
	Iteration 1F: 3 clusters Score -4878822 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -4881507.500000 Penalty: 1027.296143
	Iteration 2F: 3 clusters Score -4881508 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -4885858.500000 Penalty: 1027.296143
	Iteration 3F: 3 clusters Score -4885858 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -4891154.500000 Penalty: 1027.296143
	Iteration 4F: 3 clusters Score -4891154 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -4894925.500000 Penalty: 1027.296143
	Iteration 5F: 3 clusters Score -4894926 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -4896780.000000 Penalty: 1027.296143
	Iteration 6Q: 3 clusters Score -4896780 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -4897506.500000 Penalty: 1027.296143
	Iteration 7Q: 3 clusters Score -4897506 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -4897984.500000 Penalty: 1027.296143
	Iteration 8Q: 3 clusters Score -4897984 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -4898410.500000 Penalty: 1027.296143
	Iteration 9Q: 3 clusters Score -4898410 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -4898804.000000 Penalty: 1027.296143
	Iteration 10Q: 3 clusters Score -4898804 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -4899180.000000 Penalty: 1027.296143
	Iteration 11Q: 3 clusters Score -4899180 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -4899630.000000 Penalty: 1027.296143
	Iteration 12Q: 3 clusters Score -4899630 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -4900074.000000 Penalty: 1027.296143
	Iteration 13Q: 3 clusters Score -4900074 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -4900555.500000 Penalty: 1027.296143
	Iteration 14Q: 3 clusters Score -4900556 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -4901024.500000 Penalty: 1027.296143
	Iteration 15Q: 3 clusters Score -4901024 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -4901552.500000 Penalty: 1027.296143
	Iteration 16Q: 3 clusters Score -4901552 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -4902004.000000 Penalty: 1027.296143
	Iteration 17Q: 3 clusters Score -4902004 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -4902530.000000 Penalty: 1027.296143
	Iteration 18Q: 3 clusters Score -4902530 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -4902985.000000 Penalty: 1027.296143
	Iteration 19Q: 3 clusters Score -4902985 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -4903461.500000 Penalty: 1027.296143
	Iteration 20F: 3 clusters Score -4903462 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -4903953.000000 Penalty: 1027.296143
	Iteration 21Q: 3 clusters Score -4903953 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -4904417.000000 Penalty: 1027.296143
	Iteration 22Q: 3 clusters Score -4904417 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -4904813.500000 Penalty: 1027.296143
	Iteration 23Q: 3 clusters Score -4904814 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -4905215.500000 Penalty: 1027.296143
	Iteration 24Q: 3 clusters Score -4905216 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -4905502.500000 Penalty: 1027.296143
	Iteration 25Q: 3 clusters Score -4905502 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -4905716.000000 Penalty: 1027.296143
	Iteration 26Q: 3 clusters Score -4905716 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -4905863.000000 Penalty: 1027.296143
	Iteration 27Q: 3 clusters Score -4905863 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -4905979.500000 Penalty: 1027.296143
	Iteration 28Q: 3 clusters Score -4905980 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -4906035.000000 Penalty: 1027.296143
	Iteration 29Q: 3 clusters Score -4906035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -4906108.500000 Penalty: 1027.296143
	Iteration 30Q: 3 clusters Score -4906108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -4906160.000000 Penalty: 1027.296143
	Iteration 31Q: 3 clusters Score -4906160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -4906195.500000 Penalty: 1027.296143
	Iteration 32Q: 3 clusters Score -4906196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -4906211.000000 Penalty: 1027.296143
	Iteration 33Q: 3 clusters Score -4906211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -4906226.500000 Penalty: 1027.296143
	Iteration 34Q: 3 clusters Score -4906226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -4906245.000000 Penalty: 1027.296143
	Iteration 35Q: 3 clusters Score -4906245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -4906248.000000 Penalty: 1027.296143
	Iteration 36Q: 3 clusters Score -4906248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -4906251.000000 Penalty: 1027.296143
	Iteration 37Q: 3 clusters Score -4906251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -4906249.500000 Penalty: 1027.296143
	Iteration 38Q: 3 clusters Score -4906250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4906250.500000 Penalty: 1027.296143
	Iteration 39Q: 3 clusters Score -4906250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -4906251.500000 Penalty: 1027.296143
	Iteration 40F: 3 clusters Score -4906252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -4906250.500000 Penalty: 1027.296143
	Iteration 41Q: 3 clusters Score -4906250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -4906251.000000 Penalty: 1027.296143
	Iteration 42Q: 3 clusters Score -4906251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -4906251.000000 Penalty: 1027.296143
	Iteration 43F: 3 clusters Score -4906251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -198709.718750 Penalty: 367.523834
	Iteration 0F: 2 clusters Score -198709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -196491.656250 Penalty: 735.047668
	Iteration 0F: 3 clusters Score -196491.7 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -197274.406250 Penalty: 735.047668
	Iteration 1F: 3 clusters Score -197274.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -197399.406250 Penalty: 735.047668
	Iteration 2F: 3 clusters Score -197399.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -197526.843750 Penalty: 735.047668
	Iteration 3F: 3 clusters Score -197526.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -197705.281250 Penalty: 735.047668
	Iteration 4F: 3 clusters Score -197705.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -197867.781250 Penalty: 735.047668
	Iteration 5F: 3 clusters Score -197867.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -197998.031250 Penalty: 735.047668
	Iteration 6F: 3 clusters Score -197998 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -198099.468750 Penalty: 735.047668
	Iteration 7F: 3 clusters Score -198099.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -198176.890625 Penalty: 735.047668
	Iteration 8Q: 3 clusters Score -198176.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -198243.156250 Penalty: 735.047668
	Iteration 9Q: 3 clusters Score -198243.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -198294.718750 Penalty: 735.047668
	Iteration 10Q: 3 clusters Score -198294.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -198329.281250 Penalty: 735.047668
	Iteration 11Q: 3 clusters Score -198329.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -198350.609375 Penalty: 735.047668
	Iteration 12Q: 3 clusters Score -198350.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -198356.312500 Penalty: 735.047668
	Iteration 13Q: 3 clusters Score -198356.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -198360.000000 Penalty: 735.047668
	Iteration 14Q: 3 clusters Score -198360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -198363.500000 Penalty: 735.047668
	Iteration 15Q: 3 clusters Score -198363.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -198365.953125 Penalty: 735.047668
	Iteration 16Q: 3 clusters Score -198366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -198368.671875 Penalty: 735.047668
	Iteration 17Q: 3 clusters Score -198368.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -198370.796875 Penalty: 735.047668
	Iteration 18Q: 3 clusters Score -198370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -198373.109375 Penalty: 735.047668
	Iteration 19Q: 3 clusters Score -198373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -198373.781250 Penalty: 735.047668
	Iteration 20F: 3 clusters Score -198373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -198374.859375 Penalty: 735.047668
	Iteration 21Q: 3 clusters Score -198374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -198375.312500 Penalty: 735.047668
	Iteration 22Q: 3 clusters Score -198375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -198376.078125 Penalty: 735.047668
	Iteration 23Q: 3 clusters Score -198376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -198376.718750 Penalty: 735.047668
	Iteration 24Q: 3 clusters Score -198376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -198377.296875 Penalty: 735.047668
	Iteration 25Q: 3 clusters Score -198377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -198377.625000 Penalty: 735.047668
	Iteration 26Q: 3 clusters Score -198377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -198378.375000 Penalty: 735.047668
	Iteration 27Q: 3 clusters Score -198378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -198378.734375 Penalty: 735.047668
	Iteration 28Q: 3 clusters Score -198378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -198379.421875 Penalty: 735.047668
	Iteration 29Q: 3 clusters Score -198379.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -198380.328125 Penalty: 735.047668
	Iteration 30Q: 3 clusters Score -198380.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -198380.406250 Penalty: 735.047668
	Iteration 31Q: 3 clusters Score -198380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -198380.296875 Penalty: 735.047668
	Iteration 32Q: 3 clusters Score -198380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -198380.500000 Penalty: 735.047668
	Iteration 33Q: 3 clusters Score -198380.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -198380.500000 Penalty: 735.047668
	Iteration 34F: 3 clusters Score -198380.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -124798.148438 Penalty: 345.176483
	Iteration 0F: 2 clusters Score -124798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -123424.515625 Penalty: 690.352966
	Iteration 0F: 3 clusters Score -123424.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -124268.898438 Penalty: 690.352966
	Iteration 1F: 3 clusters Score -124268.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -124647.406250 Penalty: 690.352966
	Iteration 2F: 3 clusters Score -124647.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -124983.242188 Penalty: 690.352966
	Iteration 3F: 3 clusters Score -124983.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -125146.687500 Penalty: 690.352966
	Iteration 4F: 3 clusters Score -125146.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -125200.148438 Penalty: 690.352966
	Iteration 5Q: 3 clusters Score -125200.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -125234.390625 Penalty: 690.352966
	Iteration 6Q: 3 clusters Score -125234.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -125255.421875 Penalty: 690.352966
	Iteration 7Q: 3 clusters Score -125255.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -125266.757812 Penalty: 690.352966
	Iteration 8Q: 3 clusters Score -125266.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125275.289062 Penalty: 690.352966
	Iteration 9Q: 3 clusters Score -125275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125279.226562 Penalty: 690.352966
	Iteration 10Q: 3 clusters Score -125279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125283.406250 Penalty: 690.352966
	Iteration 11Q: 3 clusters Score -125283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -125286.156250 Penalty: 690.352966
	Iteration 12Q: 3 clusters Score -125286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125288.117188 Penalty: 690.352966
	Iteration 13Q: 3 clusters Score -125288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125288.781250 Penalty: 690.352966
	Iteration 14Q: 3 clusters Score -125288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -125289.890625 Penalty: 690.352966
	Iteration 15Q: 3 clusters Score -125289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -125291.546875 Penalty: 690.352966
	Iteration 16Q: 3 clusters Score -125291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125292.773438 Penalty: 690.352966
	Iteration 17Q: 3 clusters Score -125292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125293.203125 Penalty: 690.352966
	Iteration 18Q: 3 clusters Score -125293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125293.335938 Penalty: 690.352966
	Iteration 19Q: 3 clusters Score -125293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -125293.781250 Penalty: 690.352966
	Iteration 20F: 3 clusters Score -125293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -125293.828125 Penalty: 690.352966
	Iteration 21Q: 3 clusters Score -125293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125294.507812 Penalty: 690.352966
	Iteration 22Q: 3 clusters Score -125294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125295.109375 Penalty: 690.352966
	Iteration 23Q: 3 clusters Score -125295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -125295.796875 Penalty: 690.352966
	Iteration 24Q: 3 clusters Score -125295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125296.539062 Penalty: 690.352966
	Iteration 25Q: 3 clusters Score -125296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -125297.093750 Penalty: 690.352966
	Iteration 26Q: 3 clusters Score -125297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125298.031250 Penalty: 690.352966
	Iteration 27Q: 3 clusters Score -125298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125299.609375 Penalty: 690.352966
	Iteration 28Q: 3 clusters Score -125299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125300.328125 Penalty: 690.352966
	Iteration 29Q: 3 clusters Score -125300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -125301.421875 Penalty: 690.352966
	Iteration 30Q: 3 clusters Score -125301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125301.718750 Penalty: 690.352966
	Iteration 31Q: 3 clusters Score -125301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125302.359375 Penalty: 690.352966
	Iteration 32Q: 3 clusters Score -125302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -125302.812500 Penalty: 690.352966
	Iteration 33Q: 3 clusters Score -125302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125302.945312 Penalty: 690.352966
	Iteration 34Q: 3 clusters Score -125302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125303.179688 Penalty: 690.352966
	Iteration 35Q: 3 clusters Score -125303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125303.179688 Penalty: 690.352966
	Iteration 36F: 3 clusters Score -125303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 90420 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Entering Unmasked Estep 
Score: -53280056.000000 Penalty: 35551.785156
Splitting cluster 14 changes total score from -53279764.000000 to -53280056.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 15 (88061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Entering Unmasked Estep 
Score: -5504344.000000 Penalty: 518.053223
	Iteration 0F: 2 clusters Score -5504344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5447644.000000 Penalty: 1036.106445
	Iteration 0F: 3 clusters Score -5447644 nChanged 42877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5472580.000000 Penalty: 1036.106445
	Iteration 1F: 3 clusters Score -5472580 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -5473309.500000 Penalty: 1036.106445
	Iteration 2Q: 3 clusters Score -5473310 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -5474289.000000 Penalty: 1036.106445
	Iteration 3Q: 3 clusters Score -5474289 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -5476326.000000 Penalty: 1036.106445
	Iteration 4Q: 3 clusters Score -5476326 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -5480512.500000 Penalty: 1036.106445
	Iteration 5F: 3 clusters Score -5480512 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -5487364.000000 Penalty: 1036.106445
	Iteration 6F: 3 clusters Score -5487364 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -5494130.000000 Penalty: 1036.106445
	Iteration 7F: 3 clusters Score -5494130 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -5497329.000000 Penalty: 1036.106445
	Iteration 8F: 3 clusters Score -5497329 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -5498136.000000 Penalty: 1036.106445
	Iteration 9Q: 3 clusters Score -5498136 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -5498432.500000 Penalty: 1036.106445
	Iteration 10Q: 3 clusters Score -5498432 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -5498641.500000 Penalty: 1036.106445
	Iteration 11Q: 3 clusters Score -5498642 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -5498774.000000 Penalty: 1036.106445
	Iteration 12Q: 3 clusters Score -5498774 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -5498877.500000 Penalty: 1036.106445
	Iteration 13Q: 3 clusters Score -5498878 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -5498943.500000 Penalty: 1036.106445
	Iteration 14Q: 3 clusters Score -5498944 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -5499002.500000 Penalty: 1036.106445
	Iteration 15Q: 3 clusters Score -5499002 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -5498996.500000 Penalty: 1036.106445
	Iteration 16Q: 3 clusters Score -5498996 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -5498988.500000 Penalty: 1036.106445
	Iteration 17Q: 3 clusters Score -5498988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -5498952.000000 Penalty: 1036.106445
	Iteration 18Q: 3 clusters Score -5498952 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -5498898.000000 Penalty: 1036.106445
	Iteration 19Q: 3 clusters Score -5498898 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -5498807.000000 Penalty: 1036.106445
	Iteration 20F: 3 clusters Score -5498807 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -5498737.000000 Penalty: 1036.106445
	Iteration 21Q: 3 clusters Score -5498737 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -5498657.000000 Penalty: 1036.106445
	Iteration 22Q: 3 clusters Score -5498657 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -5498565.000000 Penalty: 1036.106445
	Iteration 23Q: 3 clusters Score -5498565 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -5498437.500000 Penalty: 1036.106445
	Iteration 24Q: 3 clusters Score -5498438 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -5498340.500000 Penalty: 1036.106445
	Iteration 25Q: 3 clusters Score -5498340 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -5498232.500000 Penalty: 1036.106445
	Iteration 26Q: 3 clusters Score -5498232 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -5498113.000000 Penalty: 1036.106445
	Iteration 27Q: 3 clusters Score -5498113 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -5498046.500000 Penalty: 1036.106445
	Iteration 28Q: 3 clusters Score -5498046 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -5497956.000000 Penalty: 1036.106445
	Iteration 29Q: 3 clusters Score -5497956 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -5497843.000000 Penalty: 1036.106445
	Iteration 30Q: 3 clusters Score -5497843 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -5497767.500000 Penalty: 1036.106445
	Iteration 31Q: 3 clusters Score -5497768 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -5497700.000000 Penalty: 1036.106445
	Iteration 32Q: 3 clusters Score -5497700 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -5497711.000000 Penalty: 1036.106445
	Iteration 33Q: 3 clusters Score -5497711 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5497664.000000 Penalty: 1036.106445
	Iteration 34Q: 3 clusters Score -5497664 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -5497620.000000 Penalty: 1036.106445
	Iteration 35Q: 3 clusters Score -5497620 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -5497636.000000 Penalty: 1036.106445
	Iteration 36Q: 3 clusters Score -5497636 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5497637.000000 Penalty: 1036.106445
	Iteration 37Q: 3 clusters Score -5497637 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -5497652.500000 Penalty: 1036.106445
	Iteration 38Q: 3 clusters Score -5497652 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -5497684.000000 Penalty: 1036.106445
	Iteration 39Q: 3 clusters Score -5497684 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -5497714.000000 Penalty: 1036.106445
	Iteration 40F: 3 clusters Score -5497714 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5497766.500000 Penalty: 1036.106445
	Iteration 41Q: 3 clusters Score -5497766 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -5497821.500000 Penalty: 1036.106445
	Iteration 42Q: 3 clusters Score -5497822 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5497850.500000 Penalty: 1036.106445
	Iteration 43Q: 3 clusters Score -5497850 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5497890.000000 Penalty: 1036.106445
	Iteration 44Q: 3 clusters Score -5497890 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5497893.500000 Penalty: 1036.106445
	Iteration 45Q: 3 clusters Score -5497894 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5497901.500000 Penalty: 1036.106445
	Iteration 46Q: 3 clusters Score -5497902 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5497932.000000 Penalty: 1036.106445
	Iteration 47Q: 3 clusters Score -5497932 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5497942.500000 Penalty: 1036.106445
	Iteration 48Q: 3 clusters Score -5497942 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -5497939.000000 Penalty: 1036.106445
	Iteration 49Q: 3 clusters Score -5497939 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5497944.000000 Penalty: 1036.106445
	Iteration 50Q: 3 clusters Score -5497944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -5497971.000000 Penalty: 1036.106445
	Iteration 51Q: 3 clusters Score -5497971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5497978.500000 Penalty: 1036.106445
	Iteration 52Q: 3 clusters Score -5497978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5497988.000000 Penalty: 1036.106445
	Iteration 53Q: 3 clusters Score -5497988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5497998.500000 Penalty: 1036.106445
	Iteration 54Q: 3 clusters Score -5497998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5498018.000000 Penalty: 1036.106445
	Iteration 55Q: 3 clusters Score -5498018 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5498044.500000 Penalty: 1036.106445
	Iteration 56Q: 3 clusters Score -5498044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5498062.000000 Penalty: 1036.106445
	Iteration 57Q: 3 clusters Score -5498062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -5498057.000000 Penalty: 1036.106445
	Iteration 58Q: 3 clusters Score -5498057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5498052.000000 Penalty: 1036.106445
	Iteration 59Q: 3 clusters Score -5498052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5498065.000000 Penalty: 1036.106445
	Iteration 60F: 3 clusters Score -5498065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5498065.500000 Penalty: 1036.106445
	Iteration 61Q: 3 clusters Score -5498066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5498063.000000 Penalty: 1036.106445
	Iteration 62Q: 3 clusters Score -5498063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -5498061.000000 Penalty: 1036.106445
	Iteration 63Q: 3 clusters Score -5498061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5498050.500000 Penalty: 1036.106445
	Iteration 64Q: 3 clusters Score -5498050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5498055.500000 Penalty: 1036.106445
	Iteration 65Q: 3 clusters Score -5498056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5498058.500000 Penalty: 1036.106445
	Iteration 66Q: 3 clusters Score -5498058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5498058.000000 Penalty: 1036.106445
	Iteration 67Q: 3 clusters Score -5498058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5498067.000000 Penalty: 1036.106445
	Iteration 68Q: 3 clusters Score -5498067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5498072.500000 Penalty: 1036.106445
	Iteration 69Q: 3 clusters Score -5498072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5498063.000000 Penalty: 1036.106445
	Iteration 70Q: 3 clusters Score -5498063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5498057.500000 Penalty: 1036.106445
	Iteration 71Q: 3 clusters Score -5498058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5498060.000000 Penalty: 1036.106445
	Iteration 72Q: 3 clusters Score -5498060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -5498064.000000 Penalty: 1036.106445
	Iteration 73Q: 3 clusters Score -5498064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5498063.500000 Penalty: 1036.106445
	Iteration 74Q: 3 clusters Score -5498064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5498071.500000 Penalty: 1036.106445
	Iteration 75Q: 3 clusters Score -5498072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5498077.500000 Penalty: 1036.106445
	Iteration 76Q: 3 clusters Score -5498078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5498075.500000 Penalty: 1036.106445
	Iteration 77Q: 3 clusters Score -5498076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -5498073.500000 Penalty: 1036.106445
	Iteration 78Q: 3 clusters Score -5498074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5498062.000000 Penalty: 1036.106445
	Iteration 79Q: 3 clusters Score -5498062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5498060.500000 Penalty: 1036.106445
	Iteration 80F: 3 clusters Score -5498060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5498059.000000 Penalty: 1036.106445
	Iteration 81Q: 3 clusters Score -5498059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -5498040.500000 Penalty: 1036.106445
	Iteration 82Q: 3 clusters Score -5498040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5498034.500000 Penalty: 1036.106445
	Iteration 83Q: 3 clusters Score -5498034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5498037.000000 Penalty: 1036.106445
	Iteration 84Q: 3 clusters Score -5498037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5498042.000000 Penalty: 1036.106445
	Iteration 85Q: 3 clusters Score -5498042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -5498047.500000 Penalty: 1036.106445
	Iteration 86Q: 3 clusters Score -5498048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5498051.000000 Penalty: 1036.106445
	Iteration 87Q: 3 clusters Score -5498051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5498059.500000 Penalty: 1036.106445
	Iteration 88Q: 3 clusters Score -5498060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5498059.500000 Penalty: 1036.106445
	Iteration 89Q: 3 clusters Score -5498060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5498063.500000 Penalty: 1036.106445
	Iteration 90Q: 3 clusters Score -5498064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5498063.000000 Penalty: 1036.106445
	Iteration 91Q: 3 clusters Score -5498063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5498073.500000 Penalty: 1036.106445
	Iteration 92Q: 3 clusters Score -5498074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5498074.500000 Penalty: 1036.106445
	Iteration 93Q: 3 clusters Score -5498074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5498073.500000 Penalty: 1036.106445
	Iteration 94Q: 3 clusters Score -5498074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5498076.000000 Penalty: 1036.106445
	Iteration 95Q: 3 clusters Score -5498076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5498075.500000 Penalty: 1036.106445
	Iteration 96Q: 3 clusters Score -5498076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5498083.500000 Penalty: 1036.106445
	Iteration 97Q: 3 clusters Score -5498084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5498087.000000 Penalty: 1036.106445
	Iteration 98Q: 3 clusters Score -5498087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5498084.500000 Penalty: 1036.106445
	Iteration 99Q: 3 clusters Score -5498084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5498084.500000 Penalty: 1036.106445
	Iteration 100F: 3 clusters Score -5498084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -5498089.000000 Penalty: 1036.106445
	Iteration 101Q: 3 clusters Score -5498089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5498085.000000 Penalty: 1036.106445
	Iteration 102Q: 3 clusters Score -5498085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5498088.000000 Penalty: 1036.106445
	Iteration 103Q: 3 clusters Score -5498088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5498091.000000 Penalty: 1036.106445
	Iteration 104Q: 3 clusters Score -5498091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5498088.500000 Penalty: 1036.106445
	Iteration 105Q: 3 clusters Score -5498088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5498077.000000 Penalty: 1036.106445
	Iteration 106Q: 3 clusters Score -5498077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5498073.500000 Penalty: 1036.106445
	Iteration 107Q: 3 clusters Score -5498074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5498072.000000 Penalty: 1036.106445
	Iteration 108Q: 3 clusters Score -5498072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5498067.500000 Penalty: 1036.106445
	Iteration 109Q: 3 clusters Score -5498068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -5498064.000000 Penalty: 1036.106445
	Iteration 110Q: 3 clusters Score -5498064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5498075.000000 Penalty: 1036.106445
	Iteration 111Q: 3 clusters Score -5498075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5498078.000000 Penalty: 1036.106445
	Iteration 112Q: 3 clusters Score -5498078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5498081.000000 Penalty: 1036.106445
	Iteration 113Q: 3 clusters Score -5498081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5498082.500000 Penalty: 1036.106445
	Iteration 114Q: 3 clusters Score -5498082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5498068.500000 Penalty: 1036.106445
	Iteration 115Q: 3 clusters Score -5498068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -5498071.500000 Penalty: 1036.106445
	Iteration 116Q: 3 clusters Score -5498072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5498078.000000 Penalty: 1036.106445
	Iteration 117Q: 3 clusters Score -5498078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5498083.000000 Penalty: 1036.106445
	Iteration 118Q: 3 clusters Score -5498083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5498085.500000 Penalty: 1036.106445
	Iteration 119Q: 3 clusters Score -5498086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5498085.000000 Penalty: 1036.106445
	Iteration 120F: 3 clusters Score -5498085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5498085.500000 Penalty: 1036.106445
	Iteration 121Q: 3 clusters Score -5498086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5498093.000000 Penalty: 1036.106445
	Iteration 122Q: 3 clusters Score -5498093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5498096.000000 Penalty: 1036.106445
	Iteration 123Q: 3 clusters Score -5498096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5498100.000000 Penalty: 1036.106445
	Iteration 124Q: 3 clusters Score -5498100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5498098.000000 Penalty: 1036.106445
	Iteration 125Q: 3 clusters Score -5498098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5498104.000000 Penalty: 1036.106445
	Iteration 126Q: 3 clusters Score -5498104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5498107.500000 Penalty: 1036.106445
	Iteration 127Q: 3 clusters Score -5498108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5498106.000000 Penalty: 1036.106445
	Iteration 128Q: 3 clusters Score -5498106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5498104.500000 Penalty: 1036.106445
	Iteration 129Q: 3 clusters Score -5498104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5498104.500000 Penalty: 1036.106445
	Iteration 130Q: 3 clusters Score -5498104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5498105.000000 Penalty: 1036.106445
	Iteration 131Q: 3 clusters Score -5498105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5498103.500000 Penalty: 1036.106445
	Iteration 132Q: 3 clusters Score -5498104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -5498103.000000 Penalty: 1036.106445
	Iteration 133Q: 3 clusters Score -5498103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5498101.500000 Penalty: 1036.106445
	Iteration 134Q: 3 clusters Score -5498102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5498101.500000 Penalty: 1036.106445
	Iteration 135F: 3 clusters Score -5498102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -9885.369141 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -9885.369 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 105 members 
Entering Unmasked Estep 
Score: -9633.325195 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -9633.325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9805.693359 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -9805.693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9880.041016 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -9880.041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9927.085938 Penalty: 487.877594
	Iteration 3F: 3 clusters Score -9927.086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9947.978516 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -9947.979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9952.569336 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -9952.569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9953.859375 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -9953.859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9955.966797 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -9955.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9957.177734 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -9957.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9957.177734 Penalty: 487.877594
	Iteration 9F: 3 clusters Score -9957.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 69 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 90420 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 144 members 
Entering Unmasked Estep 
Score: -53279744.000000 Penalty: 36175.500000
Splitting cluster 16 changes total score from -53279764.000000 to -53279744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -229923.656250 Penalty: 375.486298
	Iteration 0F: 2 clusters Score -229923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -227287.796875 Penalty: 750.972595
	Iteration 0F: 3 clusters Score -227287.8 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -228204.312500 Penalty: 750.972595
	Iteration 1F: 3 clusters Score -228204.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -228296.343750 Penalty: 750.972595
	Iteration 2F: 3 clusters Score -228296.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -228374.093750 Penalty: 750.972595
	Iteration 3F: 3 clusters Score -228374.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -228439.875000 Penalty: 750.972595
	Iteration 4Q: 3 clusters Score -228439.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -228518.187500 Penalty: 750.972595
	Iteration 5Q: 3 clusters Score -228518.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -228610.984375 Penalty: 750.972595
	Iteration 6Q: 3 clusters Score -228611 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -228710.000000 Penalty: 750.972595
	Iteration 7Q: 3 clusters Score -228710 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -228831.625000 Penalty: 750.972595
	Iteration 8Q: 3 clusters Score -228831.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -228943.890625 Penalty: 750.972595
	Iteration 9Q: 3 clusters Score -228943.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -229023.921875 Penalty: 750.972595
	Iteration 10Q: 3 clusters Score -229023.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -229080.468750 Penalty: 750.972595
	Iteration 11Q: 3 clusters Score -229080.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -229115.875000 Penalty: 750.972595
	Iteration 12Q: 3 clusters Score -229115.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -229144.796875 Penalty: 750.972595
	Iteration 13Q: 3 clusters Score -229144.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -229173.984375 Penalty: 750.972595
	Iteration 14Q: 3 clusters Score -229174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -229202.500000 Penalty: 750.972595
	Iteration 15Q: 3 clusters Score -229202.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -229231.312500 Penalty: 750.972595
	Iteration 16Q: 3 clusters Score -229231.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -229254.500000 Penalty: 750.972595
	Iteration 17Q: 3 clusters Score -229254.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -229272.171875 Penalty: 750.972595
	Iteration 18Q: 3 clusters Score -229272.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -229287.250000 Penalty: 750.972595
	Iteration 19Q: 3 clusters Score -229287.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -229302.453125 Penalty: 750.972595
	Iteration 20F: 3 clusters Score -229302.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -229317.796875 Penalty: 750.972595
	Iteration 21Q: 3 clusters Score -229317.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -229328.937500 Penalty: 750.972595
	Iteration 22Q: 3 clusters Score -229328.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -229335.968750 Penalty: 750.972595
	Iteration 23Q: 3 clusters Score -229336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -229344.203125 Penalty: 750.972595
	Iteration 24Q: 3 clusters Score -229344.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -229349.609375 Penalty: 750.972595
	Iteration 25Q: 3 clusters Score -229349.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -229354.203125 Penalty: 750.972595
	Iteration 26Q: 3 clusters Score -229354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -229356.859375 Penalty: 750.972595
	Iteration 27Q: 3 clusters Score -229356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -229360.859375 Penalty: 750.972595
	Iteration 28Q: 3 clusters Score -229360.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -229366.015625 Penalty: 750.972595
	Iteration 29Q: 3 clusters Score -229366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -229372.000000 Penalty: 750.972595
	Iteration 30Q: 3 clusters Score -229372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -229374.984375 Penalty: 750.972595
	Iteration 31Q: 3 clusters Score -229375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -229378.062500 Penalty: 750.972595
	Iteration 32Q: 3 clusters Score -229378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -229382.468750 Penalty: 750.972595
	Iteration 33Q: 3 clusters Score -229382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -229386.625000 Penalty: 750.972595
	Iteration 34Q: 3 clusters Score -229386.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -229388.953125 Penalty: 750.972595
	Iteration 35Q: 3 clusters Score -229389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -229389.937500 Penalty: 750.972595
	Iteration 36Q: 3 clusters Score -229389.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -229391.671875 Penalty: 750.972595
	Iteration 37Q: 3 clusters Score -229391.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -229393.281250 Penalty: 750.972595
	Iteration 38Q: 3 clusters Score -229393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -229396.890625 Penalty: 750.972595
	Iteration 39Q: 3 clusters Score -229396.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -229404.046875 Penalty: 750.972595
	Iteration 40F: 3 clusters Score -229404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -229411.937500 Penalty: 750.972595
	Iteration 41Q: 3 clusters Score -229411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -229421.984375 Penalty: 750.972595
	Iteration 42Q: 3 clusters Score -229422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -229430.625000 Penalty: 750.972595
	Iteration 43Q: 3 clusters Score -229430.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -229437.406250 Penalty: 750.972595
	Iteration 44Q: 3 clusters Score -229437.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -229441.921875 Penalty: 750.972595
	Iteration 45Q: 3 clusters Score -229441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -229444.859375 Penalty: 750.972595
	Iteration 46Q: 3 clusters Score -229444.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -229446.437500 Penalty: 750.972595
	Iteration 47Q: 3 clusters Score -229446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -229447.515625 Penalty: 750.972595
	Iteration 48Q: 3 clusters Score -229447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -229448.109375 Penalty: 750.972595
	Iteration 49Q: 3 clusters Score -229448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -229448.234375 Penalty: 750.972595
	Iteration 50Q: 3 clusters Score -229448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -229448.234375 Penalty: 750.972595
	Iteration 51F: 3 clusters Score -229448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Entering Unmasked Estep 
Score: -5659522.000000 Penalty: 519.256042
	Iteration 0F: 2 clusters Score -5659522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -5602562.500000 Penalty: 1038.512085
	Iteration 0F: 3 clusters Score -5602562 nChanged 44078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -5629515.000000 Penalty: 1038.512085
	Iteration 1F: 3 clusters Score -5629515 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -5630522.000000 Penalty: 1038.512085
	Iteration 2Q: 3 clusters Score -5630522 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -5632286.500000 Penalty: 1038.512085
	Iteration 3Q: 3 clusters Score -5632286 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -5635621.000000 Penalty: 1038.512085
	Iteration 4F: 3 clusters Score -5635621 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -5640955.500000 Penalty: 1038.512085
	Iteration 5F: 3 clusters Score -5640956 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -5646448.000000 Penalty: 1038.512085
	Iteration 6F: 3 clusters Score -5646448 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -5648842.000000 Penalty: 1038.512085
	Iteration 7F: 3 clusters Score -5648842 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -5649459.500000 Penalty: 1038.512085
	Iteration 8Q: 3 clusters Score -5649460 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -5649722.000000 Penalty: 1038.512085
	Iteration 9Q: 3 clusters Score -5649722 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -5649898.000000 Penalty: 1038.512085
	Iteration 10Q: 3 clusters Score -5649898 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -5650130.500000 Penalty: 1038.512085
	Iteration 11Q: 3 clusters Score -5650130 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -5650359.000000 Penalty: 1038.512085
	Iteration 12Q: 3 clusters Score -5650359 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -5650536.500000 Penalty: 1038.512085
	Iteration 13Q: 3 clusters Score -5650536 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -5650747.500000 Penalty: 1038.512085
	Iteration 14Q: 3 clusters Score -5650748 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -5651053.000000 Penalty: 1038.512085
	Iteration 15Q: 3 clusters Score -5651053 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -5651280.000000 Penalty: 1038.512085
	Iteration 16Q: 3 clusters Score -5651280 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5651552.000000 Penalty: 1038.512085
	Iteration 17Q: 3 clusters Score -5651552 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5651736.500000 Penalty: 1038.512085
	Iteration 18Q: 3 clusters Score -5651736 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -5651999.500000 Penalty: 1038.512085
	Iteration 19Q: 3 clusters Score -5652000 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5652201.000000 Penalty: 1038.512085
	Iteration 20F: 3 clusters Score -5652201 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5652372.000000 Penalty: 1038.512085
	Iteration 21Q: 3 clusters Score -5652372 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5652581.500000 Penalty: 1038.512085
	Iteration 22Q: 3 clusters Score -5652582 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5652761.000000 Penalty: 1038.512085
	Iteration 23Q: 3 clusters Score -5652761 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5652888.500000 Penalty: 1038.512085
	Iteration 24Q: 3 clusters Score -5652888 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5653067.000000 Penalty: 1038.512085
	Iteration 25Q: 3 clusters Score -5653067 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5653174.000000 Penalty: 1038.512085
	Iteration 26Q: 3 clusters Score -5653174 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5653303.000000 Penalty: 1038.512085
	Iteration 27Q: 3 clusters Score -5653303 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5653360.000000 Penalty: 1038.512085
	Iteration 28Q: 3 clusters Score -5653360 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5653443.000000 Penalty: 1038.512085
	Iteration 29Q: 3 clusters Score -5653443 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -5653546.000000 Penalty: 1038.512085
	Iteration 30Q: 3 clusters Score -5653546 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5653645.000000 Penalty: 1038.512085
	Iteration 31Q: 3 clusters Score -5653645 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5653705.000000 Penalty: 1038.512085
	Iteration 32Q: 3 clusters Score -5653705 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5653747.500000 Penalty: 1038.512085
	Iteration 33Q: 3 clusters Score -5653748 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5653808.000000 Penalty: 1038.512085
	Iteration 34Q: 3 clusters Score -5653808 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5653876.000000 Penalty: 1038.512085
	Iteration 35Q: 3 clusters Score -5653876 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5653927.000000 Penalty: 1038.512085
	Iteration 36Q: 3 clusters Score -5653927 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5653971.500000 Penalty: 1038.512085
	Iteration 37Q: 3 clusters Score -5653972 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5654028.000000 Penalty: 1038.512085
	Iteration 38Q: 3 clusters Score -5654028 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -5654058.500000 Penalty: 1038.512085
	Iteration 39Q: 3 clusters Score -5654058 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5654062.000000 Penalty: 1038.512085
	Iteration 40F: 3 clusters Score -5654062 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5654116.500000 Penalty: 1038.512085
	Iteration 41Q: 3 clusters Score -5654116 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5654103.000000 Penalty: 1038.512085
	Iteration 42Q: 3 clusters Score -5654103 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5654135.500000 Penalty: 1038.512085
	Iteration 43Q: 3 clusters Score -5654136 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5654130.500000 Penalty: 1038.512085
	Iteration 44Q: 3 clusters Score -5654130 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5654164.000000 Penalty: 1038.512085
	Iteration 45Q: 3 clusters Score -5654164 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5654190.000000 Penalty: 1038.512085
	Iteration 46Q: 3 clusters Score -5654190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5654177.000000 Penalty: 1038.512085
	Iteration 47Q: 3 clusters Score -5654177 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5654171.500000 Penalty: 1038.512085
	Iteration 48Q: 3 clusters Score -5654172 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5654176.500000 Penalty: 1038.512085
	Iteration 49Q: 3 clusters Score -5654176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5654182.500000 Penalty: 1038.512085
	Iteration 50Q: 3 clusters Score -5654182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5654200.000000 Penalty: 1038.512085
	Iteration 51Q: 3 clusters Score -5654200 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5654196.500000 Penalty: 1038.512085
	Iteration 52Q: 3 clusters Score -5654196 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5654191.000000 Penalty: 1038.512085
	Iteration 53Q: 3 clusters Score -5654191 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5654184.500000 Penalty: 1038.512085
	Iteration 54Q: 3 clusters Score -5654184 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5654215.000000 Penalty: 1038.512085
	Iteration 55Q: 3 clusters Score -5654215 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5654221 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5654241 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5654241 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5654254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5654263.500000 Penalty: 1038.512085
	Iteration 60F: 3 clusters Score -5654264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5654273 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5654278 nChanged 141
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Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5654270 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5654282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5654292.500000 Penalty: 1038.512085
	Iteration 65Q: 3 clusters Score -5654292 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5654298 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5654308 nChanged 104
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Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5654325 nChanged 83
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Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5654317 nChanged 89
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Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5654322.000000 Penalty: 1038.512085
	Iteration 70Q: 3 clusters Score -5654322 nChanged 97
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Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5654339 nChanged 83
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Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5654352 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5654363.000000 Penalty: 1038.512085
	Iteration 73Q: 3 clusters Score -5654363 nChanged 117
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Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5654372 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5654380.500000 Penalty: 1038.512085
	Iteration 75Q: 3 clusters Score -5654380 nChanged 104
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Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5654398 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5654410 nChanged 127
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Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5654412 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5654430 nChanged 126
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Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5654433.500000 Penalty: 1038.512085
	Iteration 80F: 3 clusters Score -5654434 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5654429 nChanged 136
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Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5654439 nChanged 157
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Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5654474 nChanged 147
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Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5654461 nChanged 127
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Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5654472 nChanged 119
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Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5654490 nChanged 113
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Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5654482 nChanged 130
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Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5654475 nChanged 143
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Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5654474 nChanged 160
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Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5654500 nChanged 149
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Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5654517 nChanged 182
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Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5654525 nChanged 173
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Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -5654556.500000 Penalty: 1038.512085
	Iteration 93Q: 3 clusters Score -5654556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5654554.500000 Penalty: 1038.512085
	Iteration 94Q: 3 clusters Score -5654554 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5654570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5654576.500000 Penalty: 1038.512085
	Iteration 96Q: 3 clusters Score -5654576 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5654613.500000 Penalty: 1038.512085
	Iteration 97Q: 3 clusters Score -5654614 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5654622.500000 Penalty: 1038.512085
	Iteration 98Q: 3 clusters Score -5654622 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5654660 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5654686 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5654730 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5654729 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5654742 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5654738 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5654776 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5654805 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5654823 nChanged 265
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Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5654859 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5654860 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5654906 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5654929 nChanged 350
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Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5654953 nChanged 356
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Mstep: Class 1 contains 53043 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5654994 nChanged 394
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Mstep: Class 1 contains 53101 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5655018 nChanged 395
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Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5655078 nChanged 398
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Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -5655125.000000 Penalty: 1038.512085
	Iteration 116Q: 3 clusters Score -5655125 nChanged 407
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Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5655149.000000 Penalty: 1038.512085
	Iteration 117Q: 3 clusters Score -5655149 nChanged 394
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Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5655201.000000 Penalty: 1038.512085
	Iteration 118Q: 3 clusters Score -5655201 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -5655285.500000 Penalty: 1038.512085
	Iteration 119Q: 3 clusters Score -5655286 nChanged 495
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Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -5655339.000000 Penalty: 1038.512085
	Iteration 120F: 3 clusters Score -5655339 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5655453 nChanged 574
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Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -5655526.500000 Penalty: 1038.512085
	Iteration 122Q: 3 clusters Score -5655526 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5655584 nChanged 575
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Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5655659 nChanged 608
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Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -5655754.000000 Penalty: 1038.512085
	Iteration 125Q: 3 clusters Score -5655754 nChanged 658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5655899 nChanged 675
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5656043.500000 Penalty: 1038.512085
	Iteration 127Q: 3 clusters Score -5656044 nChanged 696
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5656208 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5656352 nChanged 827
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5656500 nChanged 835
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Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5656660 nChanged 783
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Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5656777 nChanged 747
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Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5656932 nChanged 761
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Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5657012 nChanged 725
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Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5657108 nChanged 718
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Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5657249 nChanged 683
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Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5657350 nChanged 671
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Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5657448 nChanged 610
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5657522 nChanged 579
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Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5657583.500000 Penalty: 1038.512085
	Iteration 140F: 3 clusters Score -5657584 nChanged 605
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Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5657630 nChanged 621
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Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5657662 nChanged 641
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Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5657744 nChanged 661
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Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5657848 nChanged 671
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Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5657948 nChanged 680
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Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5658039.500000 Penalty: 1038.512085
	Iteration 146Q: 3 clusters Score -5658040 nChanged 697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5658119 nChanged 690
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Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -5658202.000000 Penalty: 1038.512085
	Iteration 148Q: 3 clusters Score -5658202 nChanged 661
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Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5658358 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5658446 nChanged 634
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5658522 nChanged 677
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5658632 nChanged 711
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5658768 nChanged 750
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Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5658910 nChanged 725
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Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5659034 nChanged 754
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5659172 nChanged 699
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5659280 nChanged 699
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5659426 nChanged 670
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Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5659600 nChanged 696
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Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5659836 nChanged 644
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5659984 nChanged 577
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Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5660093 nChanged 547
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Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5660186 nChanged 604
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Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5660288 nChanged 575
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Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5660384 nChanged 531
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Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5660441 nChanged 496
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Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5660522 nChanged 490
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Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5660536 nChanged 461
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Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5660606 nChanged 417
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Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5660616 nChanged 363
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Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5660580 nChanged 341
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Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5660589 nChanged 345
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Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5660577 nChanged 323
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Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5660558 nChanged 314
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Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5660536 nChanged 307
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Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5660524 nChanged 301
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Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5660489 nChanged 276
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Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5660452 nChanged 265
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Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5660427 nChanged 246
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Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5660406 nChanged 214
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Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5660380 nChanged 194
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Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5660336 nChanged 179
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Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5660316 nChanged 174
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Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5660256 nChanged 150
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Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5660223 nChanged 147
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Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5660190 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5660166 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5660135 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5660126 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5660116.000000 Penalty: 1038.512085
	Iteration 193Q: 3 clusters Score -5660116 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87081 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5660098 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5660076 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5660058 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5660050 nChanged 71
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Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5660026 nChanged 48
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Mstep: Class 1 contains 87392 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5660014 nChanged 41
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Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5659996 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5659975 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5659960 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5659944 nChanged 48
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Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5659951 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5659942 nChanged 50
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Mstep: Class 1 contains 87690 members 
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	Iteration 206Q: 3 clusters Score -5659944 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87740 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5659920 nChanged 50
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Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5659906 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87824 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5659898 nChanged 47
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Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5659897 nChanged 41
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Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5659887 nChanged 37
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Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5659886 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5659881 nChanged 34
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Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5659865 nChanged 22
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Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 2398 members 
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	Iteration 215Q: 3 clusters Score -5659864 nChanged 21
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Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5659861 nChanged 22
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Mstep: Class 1 contains 88065 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5659860 nChanged 16
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	Iteration 218Q: 3 clusters Score -5659856 nChanged 17
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Mstep: Class 1 contains 88094 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5659860 nChanged 15
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Mstep: Class 1 contains 88109 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5659854 nChanged 14
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Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5659844 nChanged 19
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Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5659841 nChanged 24
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5659840 nChanged 16
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5659838 nChanged 16
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	Iteration 225Q: 3 clusters Score -5659835 nChanged 20
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	Iteration 226Q: 3 clusters Score -5659836 nChanged 17
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Mstep: Class 1 contains 88223 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5659836 nChanged 14
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5659831 nChanged 16
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5659834 nChanged 16
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Mstep: Class 1 contains 88269 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5659828 nChanged 12
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Mstep: Class 1 contains 88281 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5659820 nChanged 10
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Mstep: Class 1 contains 88291 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5659820 nChanged 7
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Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5659820 nChanged 5
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5659818 nChanged 7
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Mstep: Class 2 contains 2110 members 
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	Iteration 235Q: 3 clusters Score -5659818 nChanged 5
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Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5659816 nChanged 6
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5659818 nChanged 5
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Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5659820 nChanged 6
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5659820 nChanged 5
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Mstep: Class 1 contains 88329 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5659818 nChanged 5
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Entering Unmasked Estep 
Score: -5659821.500000 Penalty: 1038.512085
	Iteration 241Q: 3 clusters Score -5659822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5659823.500000 Penalty: 1038.512085
	Iteration 242Q: 3 clusters Score -5659824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5659823.000000 Penalty: 1038.512085
	Iteration 243Q: 3 clusters Score -5659823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5659830.000000 Penalty: 1038.512085
	Iteration 244Q: 3 clusters Score -5659830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5659827.500000 Penalty: 1038.512085
	Iteration 245Q: 3 clusters Score -5659828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5659824.500000 Penalty: 1038.512085
	Iteration 246Q: 3 clusters Score -5659824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5659822.000000 Penalty: 1038.512085
	Iteration 247Q: 3 clusters Score -5659822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5659822.500000 Penalty: 1038.512085
	Iteration 248Q: 3 clusters Score -5659822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5659822.500000 Penalty: 1038.512085
	Iteration 249F: 3 clusters Score -5659822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Entering Unmasked Estep 
Score: -53280000.000000 Penalty: 36175.500000
Splitting cluster 18 changes total score from -53279764.000000 to -53280000.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 19 (51371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Entering Unmasked Estep 
Score: -3154606.250000 Penalty: 493.530731
	Iteration 0F: 2 clusters Score -3154606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3120103.250000 Penalty: 987.061462
	Iteration 0F: 3 clusters Score -3120103 nChanged 24928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3137418.250000 Penalty: 987.061462
	Iteration 1F: 3 clusters Score -3137418 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3139602.250000 Penalty: 987.061462
	Iteration 2F: 3 clusters Score -3139602 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3142557.500000 Penalty: 987.061462
	Iteration 3F: 3 clusters Score -3142558 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3145398.500000 Penalty: 987.061462
	Iteration 4F: 3 clusters Score -3145398 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3147015.750000 Penalty: 987.061462
	Iteration 5F: 3 clusters Score -3147016 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3147548.250000 Penalty: 987.061462
	Iteration 6Q: 3 clusters Score -3147548 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3147764.500000 Penalty: 987.061462
	Iteration 7Q: 3 clusters Score -3147764 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3147918.250000 Penalty: 987.061462
	Iteration 8Q: 3 clusters Score -3147918 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3148036.000000 Penalty: 987.061462
	Iteration 9Q: 3 clusters Score -3148036 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3148116.750000 Penalty: 987.061462
	Iteration 10Q: 3 clusters Score -3148117 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3148190.500000 Penalty: 987.061462
	Iteration 11Q: 3 clusters Score -3148190 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3148268.000000 Penalty: 987.061462
	Iteration 12Q: 3 clusters Score -3148268 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3148334.000000 Penalty: 987.061462
	Iteration 13Q: 3 clusters Score -3148334 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3148397.750000 Penalty: 987.061462
	Iteration 14Q: 3 clusters Score -3148398 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3148472.750000 Penalty: 987.061462
	Iteration 15Q: 3 clusters Score -3148473 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3148554.000000 Penalty: 987.061462
	Iteration 16Q: 3 clusters Score -3148554 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3148634.000000 Penalty: 987.061462
	Iteration 17Q: 3 clusters Score -3148634 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3148696.500000 Penalty: 987.061462
	Iteration 18Q: 3 clusters Score -3148696 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3148728.750000 Penalty: 987.061462
	Iteration 19Q: 3 clusters Score -3148729 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3148790.500000 Penalty: 987.061462
	Iteration 20F: 3 clusters Score -3148790 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3148847.000000 Penalty: 987.061462
	Iteration 21Q: 3 clusters Score -3148847 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3148911.750000 Penalty: 987.061462
	Iteration 22Q: 3 clusters Score -3148912 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3148988.250000 Penalty: 987.061462
	Iteration 23Q: 3 clusters Score -3148988 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3149052.250000 Penalty: 987.061462
	Iteration 24Q: 3 clusters Score -3149052 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3149123.750000 Penalty: 987.061462
	Iteration 25Q: 3 clusters Score -3149124 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3149203.750000 Penalty: 987.061462
	Iteration 26Q: 3 clusters Score -3149204 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3149293.500000 Penalty: 987.061462
	Iteration 27Q: 3 clusters Score -3149294 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3149382.000000 Penalty: 987.061462
	Iteration 28Q: 3 clusters Score -3149382 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3149470.000000 Penalty: 987.061462
	Iteration 29Q: 3 clusters Score -3149470 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3149549.500000 Penalty: 987.061462
	Iteration 30Q: 3 clusters Score -3149550 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3149644.250000 Penalty: 987.061462
	Iteration 31Q: 3 clusters Score -3149644 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3149745.000000 Penalty: 987.061462
	Iteration 32Q: 3 clusters Score -3149745 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3149832.500000 Penalty: 987.061462
	Iteration 33Q: 3 clusters Score -3149832 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3149941.250000 Penalty: 987.061462
	Iteration 34Q: 3 clusters Score -3149941 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3150063.500000 Penalty: 987.061462
	Iteration 35Q: 3 clusters Score -3150064 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3150159.750000 Penalty: 987.061462
	Iteration 36Q: 3 clusters Score -3150160 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3150289.250000 Penalty: 987.061462
	Iteration 37Q: 3 clusters Score -3150289 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3150407.250000 Penalty: 987.061462
	Iteration 38Q: 3 clusters Score -3150407 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3150557.250000 Penalty: 987.061462
	Iteration 39Q: 3 clusters Score -3150557 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3150699.250000 Penalty: 987.061462
	Iteration 40F: 3 clusters Score -3150699 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3150838.000000 Penalty: 987.061462
	Iteration 41Q: 3 clusters Score -3150838 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3150957.250000 Penalty: 987.061462
	Iteration 42Q: 3 clusters Score -3150957 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3151086.250000 Penalty: 987.061462
	Iteration 43Q: 3 clusters Score -3151086 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3151212.750000 Penalty: 987.061462
	Iteration 44Q: 3 clusters Score -3151213 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3151346.750000 Penalty: 987.061462
	Iteration 45Q: 3 clusters Score -3151347 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3151503.500000 Penalty: 987.061462
	Iteration 46Q: 3 clusters Score -3151504 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3151619.000000 Penalty: 987.061462
	Iteration 47Q: 3 clusters Score -3151619 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3151730.250000 Penalty: 987.061462
	Iteration 48Q: 3 clusters Score -3151730 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3151838.500000 Penalty: 987.061462
	Iteration 49Q: 3 clusters Score -3151838 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3151925.750000 Penalty: 987.061462
	Iteration 50Q: 3 clusters Score -3151926 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3152019.750000 Penalty: 987.061462
	Iteration 51Q: 3 clusters Score -3152020 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3152123.000000 Penalty: 987.061462
	Iteration 52Q: 3 clusters Score -3152123 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3152222.500000 Penalty: 987.061462
	Iteration 53Q: 3 clusters Score -3152222 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3152329.500000 Penalty: 987.061462
	Iteration 54Q: 3 clusters Score -3152330 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3152436.500000 Penalty: 987.061462
	Iteration 55Q: 3 clusters Score -3152436 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3152560.750000 Penalty: 987.061462
	Iteration 56Q: 3 clusters Score -3152561 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3152663.500000 Penalty: 987.061462
	Iteration 57Q: 3 clusters Score -3152664 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3152761.500000 Penalty: 987.061462
	Iteration 58Q: 3 clusters Score -3152762 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3152853.750000 Penalty: 987.061462
	Iteration 59Q: 3 clusters Score -3152854 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3152961.000000 Penalty: 987.061462
	Iteration 60F: 3 clusters Score -3152961 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3153077.000000 Penalty: 987.061462
	Iteration 61Q: 3 clusters Score -3153077 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3153175.250000 Penalty: 987.061462
	Iteration 62Q: 3 clusters Score -3153175 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3153279.500000 Penalty: 987.061462
	Iteration 63Q: 3 clusters Score -3153280 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3153404.500000 Penalty: 987.061462
	Iteration 64Q: 3 clusters Score -3153404 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3153508.750000 Penalty: 987.061462
	Iteration 65Q: 3 clusters Score -3153509 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3153596.250000 Penalty: 987.061462
	Iteration 66Q: 3 clusters Score -3153596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3153690.750000 Penalty: 987.061462
	Iteration 67Q: 3 clusters Score -3153691 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3153750.000000 Penalty: 987.061462
	Iteration 68Q: 3 clusters Score -3153750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3153817.500000 Penalty: 987.061462
	Iteration 69Q: 3 clusters Score -3153818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3153890.000000 Penalty: 987.061462
	Iteration 70Q: 3 clusters Score -3153890 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3153941.750000 Penalty: 987.061462
	Iteration 71Q: 3 clusters Score -3153942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3153983.000000 Penalty: 987.061462
	Iteration 72Q: 3 clusters Score -3153983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3154022.250000 Penalty: 987.061462
	Iteration 73Q: 3 clusters Score -3154022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3154054.750000 Penalty: 987.061462
	Iteration 74Q: 3 clusters Score -3154055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3154074.000000 Penalty: 987.061462
	Iteration 75Q: 3 clusters Score -3154074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3154093.250000 Penalty: 987.061462
	Iteration 76Q: 3 clusters Score -3154093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3154112.250000 Penalty: 987.061462
	Iteration 77Q: 3 clusters Score -3154112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3154130.500000 Penalty: 987.061462
	Iteration 78Q: 3 clusters Score -3154130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3154159.250000 Penalty: 987.061462
	Iteration 79Q: 3 clusters Score -3154159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3154179.000000 Penalty: 987.061462
	Iteration 80F: 3 clusters Score -3154179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3154207.750000 Penalty: 987.061462
	Iteration 81Q: 3 clusters Score -3154208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3154208.000000 Penalty: 987.061462
	Iteration 82Q: 3 clusters Score -3154208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3154222.000000 Penalty: 987.061462
	Iteration 83Q: 3 clusters Score -3154222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3154231.500000 Penalty: 987.061462
	Iteration 84Q: 3 clusters Score -3154232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3154233.000000 Penalty: 987.061462
	Iteration 85Q: 3 clusters Score -3154233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3154236.750000 Penalty: 987.061462
	Iteration 86Q: 3 clusters Score -3154237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3154239.750000 Penalty: 987.061462
	Iteration 87Q: 3 clusters Score -3154240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3154238.000000 Penalty: 987.061462
	Iteration 88Q: 3 clusters Score -3154238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3154240.250000 Penalty: 987.061462
	Iteration 89Q: 3 clusters Score -3154240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3154239.000000 Penalty: 987.061462
	Iteration 90Q: 3 clusters Score -3154239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3154242.750000 Penalty: 987.061462
	Iteration 91Q: 3 clusters Score -3154243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3154242.500000 Penalty: 987.061462
	Iteration 92Q: 3 clusters Score -3154242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3154242.500000 Penalty: 987.061462
	Iteration 93F: 3 clusters Score -3154242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -7309.825684 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -7309.826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7084.141602 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -7084.142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7145.432617 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -7145.433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7162.289062 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -7162.289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7171.496094 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -7171.496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7183.604492 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -7183.604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7198.460938 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -7198.461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7208.207031 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -7208.207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7235.415039 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -7235.415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7259.670898 Penalty: 439.376556
	Iteration 8Q: 3 clusters Score -7259.671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7261.745605 Penalty: 439.376556
	Iteration 9Q: 3 clusters Score -7261.746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7261.745605 Penalty: 439.376556
	Iteration 10F: 3 clusters Score -7261.746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -14949.662109 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -14949.66 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 124 members 
Entering Unmasked Estep 
Score: -14602.853516 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -14602.85 nChanged 78
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: -14719.383789 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -14719.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14810.646484 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -14810.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14880.111328 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -14880.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14932.170898 Penalty: 505.671356
	Iteration 4F: 3 clusters Score -14932.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14954.407227 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -14954.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14961.639648 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -14961.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14966.172852 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -14966.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14966.827148 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -14966.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14966.827148 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -14966.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 107 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 315 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 152 members 
Entering Unmasked Estep 
Score: -53279636.000000 Penalty: 36799.214844
Splitting cluster 21 changes total score from -53279764.000000 to -53279636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -9955.408203 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -9955.408 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 149 members 
Entering Unmasked Estep 
Score: -9631.449219 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -9631.449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9776.332031 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -9776.332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9841.579102 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -9841.579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9861.451172 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -9861.451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9873.874023 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -9873.874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9889.958984 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -9889.959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9904.218750 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -9904.219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9908.208984 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -9908.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9908.208984 Penalty: 522.613281
	Iteration 8F: 3 clusters Score -9908.209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -333653.625000 Penalty: 390.002899
	Iteration 0F: 2 clusters Score -333653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -330219.906250 Penalty: 780.005798
	Iteration 0F: 3 clusters Score -330219.9 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -331628.781250 Penalty: 780.005798
	Iteration 1F: 3 clusters Score -331628.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -331936.375000 Penalty: 780.005798
	Iteration 2F: 3 clusters Score -331936.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -332269.687500 Penalty: 780.005798
	Iteration 3F: 3 clusters Score -332269.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -332657.656250 Penalty: 780.005798
	Iteration 4F: 3 clusters Score -332657.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -332946.312500 Penalty: 780.005798
	Iteration 5F: 3 clusters Score -332946.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -333091.781250 Penalty: 780.005798
	Iteration 6Q: 3 clusters Score -333091.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -333158.593750 Penalty: 780.005798
	Iteration 7Q: 3 clusters Score -333158.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -333193.312500 Penalty: 780.005798
	Iteration 8Q: 3 clusters Score -333193.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -333218.843750 Penalty: 780.005798
	Iteration 9Q: 3 clusters Score -333218.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -333239.375000 Penalty: 780.005798
	Iteration 10Q: 3 clusters Score -333239.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -333260.875000 Penalty: 780.005798
	Iteration 11Q: 3 clusters Score -333260.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -333279.437500 Penalty: 780.005798
	Iteration 12Q: 3 clusters Score -333279.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -333295.937500 Penalty: 780.005798
	Iteration 13Q: 3 clusters Score -333295.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -333307.718750 Penalty: 780.005798
	Iteration 14Q: 3 clusters Score -333307.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -333320.156250 Penalty: 780.005798
	Iteration 15Q: 3 clusters Score -333320.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -333329.343750 Penalty: 780.005798
	Iteration 16Q: 3 clusters Score -333329.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -333338.187500 Penalty: 780.005798
	Iteration 17Q: 3 clusters Score -333338.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -333343.406250 Penalty: 780.005798
	Iteration 18Q: 3 clusters Score -333343.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -333347.343750 Penalty: 780.005798
	Iteration 19Q: 3 clusters Score -333347.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -333351.250000 Penalty: 780.005798
	Iteration 20F: 3 clusters Score -333351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -333351.406250 Penalty: 780.005798
	Iteration 21Q: 3 clusters Score -333351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -333352.218750 Penalty: 780.005798
	Iteration 22Q: 3 clusters Score -333352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -333354.125000 Penalty: 780.005798
	Iteration 23Q: 3 clusters Score -333354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -333356.781250 Penalty: 780.005798
	Iteration 24Q: 3 clusters Score -333356.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -333358.312500 Penalty: 780.005798
	Iteration 25Q: 3 clusters Score -333358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -333360.781250 Penalty: 780.005798
	Iteration 26Q: 3 clusters Score -333360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -333363.218750 Penalty: 780.005798
	Iteration 27Q: 3 clusters Score -333363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -333362.968750 Penalty: 780.005798
	Iteration 28Q: 3 clusters Score -333363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -333363.875000 Penalty: 780.005798
	Iteration 29Q: 3 clusters Score -333363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -333364.062500 Penalty: 780.005798
	Iteration 30Q: 3 clusters Score -333364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -333363.687500 Penalty: 780.005798
	Iteration 31Q: 3 clusters Score -333363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -333364.093750 Penalty: 780.005798
	Iteration 32Q: 3 clusters Score -333364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -333364.093750 Penalty: 780.005798
	Iteration 33Q: 3 clusters Score -333364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -333365.312500 Penalty: 780.005798
	Iteration 34Q: 3 clusters Score -333365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -333368.062500 Penalty: 780.005798
	Iteration 35Q: 3 clusters Score -333368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -333370.375000 Penalty: 780.005798
	Iteration 36Q: 3 clusters Score -333370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -333374.312500 Penalty: 780.005798
	Iteration 37Q: 3 clusters Score -333374.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -333376.281250 Penalty: 780.005798
	Iteration 38Q: 3 clusters Score -333376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -333378.468750 Penalty: 780.005798
	Iteration 39Q: 3 clusters Score -333378.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -333379.125000 Penalty: 780.005798
	Iteration 40F: 3 clusters Score -333379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -333379.500000 Penalty: 780.005798
	Iteration 41Q: 3 clusters Score -333379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -333379.656250 Penalty: 780.005798
	Iteration 42Q: 3 clusters Score -333379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -333380.718750 Penalty: 780.005798
	Iteration 43Q: 3 clusters Score -333380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -333381.218750 Penalty: 780.005798
	Iteration 44Q: 3 clusters Score -333381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -333382.468750 Penalty: 780.005798
	Iteration 45Q: 3 clusters Score -333382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -333383.656250 Penalty: 780.005798
	Iteration 46Q: 3 clusters Score -333383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -333384.562500 Penalty: 780.005798
	Iteration 47Q: 3 clusters Score -333384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -333384.750000 Penalty: 780.005798
	Iteration 48Q: 3 clusters Score -333384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -333385.250000 Penalty: 780.005798
	Iteration 49Q: 3 clusters Score -333385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -333385.250000 Penalty: 780.005798
	Iteration 50F: 3 clusters Score -333385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -57134.761719 Penalty: 311.049805
	Iteration 0F: 2 clusters Score -57134.76 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 465 members 
Entering Unmasked Estep 
Score: -56343.734375 Penalty: 622.099609
	Iteration 0F: 3 clusters Score -56343.73 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56651.941406 Penalty: 622.099609
	Iteration 1F: 3 clusters Score -56651.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -56714.070312 Penalty: 622.099609
	Iteration 2F: 3 clusters Score -56714.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -56748.453125 Penalty: 622.099609
	Iteration 3F: 3 clusters Score -56748.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56769.625000 Penalty: 622.099609
	Iteration 4Q: 3 clusters Score -56769.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56794.324219 Penalty: 622.099609
	Iteration 5Q: 3 clusters Score -56794.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56820.191406 Penalty: 622.099609
	Iteration 6Q: 3 clusters Score -56820.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56848.785156 Penalty: 622.099609
	Iteration 7Q: 3 clusters Score -56848.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56880.378906 Penalty: 622.099609
	Iteration 8Q: 3 clusters Score -56880.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56895.644531 Penalty: 622.099609
	Iteration 9Q: 3 clusters Score -56895.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56905.730469 Penalty: 622.099609
	Iteration 10Q: 3 clusters Score -56905.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56911.484375 Penalty: 622.099609
	Iteration 11Q: 3 clusters Score -56911.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56919.214844 Penalty: 622.099609
	Iteration 12Q: 3 clusters Score -56919.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56926.988281 Penalty: 622.099609
	Iteration 13Q: 3 clusters Score -56926.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56944.125000 Penalty: 622.099609
	Iteration 14Q: 3 clusters Score -56944.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56957.792969 Penalty: 622.099609
	Iteration 15Q: 3 clusters Score -56957.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56973.234375 Penalty: 622.099609
	Iteration 16Q: 3 clusters Score -56973.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56989.960938 Penalty: 622.099609
	Iteration 17Q: 3 clusters Score -56989.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57002.601562 Penalty: 622.099609
	Iteration 18Q: 3 clusters Score -57002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57016.679688 Penalty: 622.099609
	Iteration 19Q: 3 clusters Score -57016.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57027.136719 Penalty: 622.099609
	Iteration 20F: 3 clusters Score -57027.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57033.875000 Penalty: 622.099609
	Iteration 21Q: 3 clusters Score -57033.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57038.000000 Penalty: 622.099609
	Iteration 22Q: 3 clusters Score -57038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57041.312500 Penalty: 622.099609
	Iteration 23Q: 3 clusters Score -57041.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57044.457031 Penalty: 622.099609
	Iteration 24Q: 3 clusters Score -57044.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57047.246094 Penalty: 622.099609
	Iteration 25Q: 3 clusters Score -57047.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57048.132812 Penalty: 622.099609
	Iteration 26Q: 3 clusters Score -57048.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57048.132812 Penalty: 622.099609
	Iteration 27F: 3 clusters Score -57048.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -15652.054688 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -15652.05 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 165 members 
Entering Unmasked Estep 
Score: -15346.768555 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -15346.77 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15684.293945 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -15684.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15806.375000 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -15806.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15819.694336 Penalty: 523.484131
	Iteration 3Q: 3 clusters Score -15819.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15830.676758 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -15830.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15835.203125 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -15835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15836.917969 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -15836.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15836.917969 Penalty: 523.484131
	Iteration 7F: 3 clusters Score -15836.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 1620 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Entering Unmasked Estep 
Score: -53279836.000000 Penalty: 36799.214844
Splitting cluster 26 changes total score from -53279764.000000 to -53279836.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 27 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -82810.710938 Penalty: 328.259949
	Iteration 0F: 2 clusters Score -82810.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -81786.304688 Penalty: 656.519897
	Iteration 0F: 3 clusters Score -81786.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -82092.445312 Penalty: 656.519897
	Iteration 1F: 3 clusters Score -82092.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -82141.429688 Penalty: 656.519897
	Iteration 2F: 3 clusters Score -82141.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -82180.210938 Penalty: 656.519897
	Iteration 3F: 3 clusters Score -82180.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82212.078125 Penalty: 656.519897
	Iteration 4Q: 3 clusters Score -82212.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82262.820312 Penalty: 656.519897
	Iteration 5Q: 3 clusters Score -82262.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82315.632812 Penalty: 656.519897
	Iteration 6F: 3 clusters Score -82315.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82373.250000 Penalty: 656.519897
	Iteration 7Q: 3 clusters Score -82373.25 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82453.218750 Penalty: 656.519897
	Iteration 8F: 3 clusters Score -82453.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82522.968750 Penalty: 656.519897
	Iteration 9F: 3 clusters Score -82522.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82566.687500 Penalty: 656.519897
	Iteration 10Q: 3 clusters Score -82566.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82593.132812 Penalty: 656.519897
	Iteration 11Q: 3 clusters Score -82593.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82615.500000 Penalty: 656.519897
	Iteration 12Q: 3 clusters Score -82615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82626.546875 Penalty: 656.519897
	Iteration 13Q: 3 clusters Score -82626.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82634.742188 Penalty: 656.519897
	Iteration 14Q: 3 clusters Score -82634.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82637.984375 Penalty: 656.519897
	Iteration 15Q: 3 clusters Score -82637.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82640.859375 Penalty: 656.519897
	Iteration 16Q: 3 clusters Score -82640.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82642.804688 Penalty: 656.519897
	Iteration 17Q: 3 clusters Score -82642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82643.015625 Penalty: 656.519897
	Iteration 18Q: 3 clusters Score -82643.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82643.015625 Penalty: 656.519897
	Iteration 19F: 3 clusters Score -82643.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (83742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Entering Unmasked Estep 
Score: -5198524.000000 Penalty: 515.765076
	Iteration 0F: 2 clusters Score -5198524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5142049.000000 Penalty: 1031.530151
	Iteration 0F: 3 clusters Score -5142049 nChanged 40843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -5168556.000000 Penalty: 1031.530151
	Iteration 1F: 3 clusters Score -5168556 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5171857.500000 Penalty: 1031.530151
	Iteration 2F: 3 clusters Score -5171858 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5177289.500000 Penalty: 1031.530151
	Iteration 3F: 3 clusters Score -5177290 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5184017.000000 Penalty: 1031.530151
	Iteration 4F: 3 clusters Score -5184017 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -5190211.500000 Penalty: 1031.530151
	Iteration 5F: 3 clusters Score -5190212 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -5194096.500000 Penalty: 1031.530151
	Iteration 6Q: 3 clusters Score -5194096 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -5195606.000000 Penalty: 1031.530151
	Iteration 7Q: 3 clusters Score -5195606 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5196084.000000 Penalty: 1031.530151
	Iteration 8Q: 3 clusters Score -5196084 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5196365.500000 Penalty: 1031.530151
	Iteration 9Q: 3 clusters Score -5196366 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5196602.000000 Penalty: 1031.530151
	Iteration 10Q: 3 clusters Score -5196602 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5196785.500000 Penalty: 1031.530151
	Iteration 11Q: 3 clusters Score -5196786 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5196951.500000 Penalty: 1031.530151
	Iteration 12Q: 3 clusters Score -5196952 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -5197079.500000 Penalty: 1031.530151
	Iteration 13Q: 3 clusters Score -5197080 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5197207.000000 Penalty: 1031.530151
	Iteration 14Q: 3 clusters Score -5197207 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5197283.500000 Penalty: 1031.530151
	Iteration 15Q: 3 clusters Score -5197284 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5197359.500000 Penalty: 1031.530151
	Iteration 16Q: 3 clusters Score -5197360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5197432.000000 Penalty: 1031.530151
	Iteration 17Q: 3 clusters Score -5197432 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5197515.500000 Penalty: 1031.530151
	Iteration 18Q: 3 clusters Score -5197516 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5197604.000000 Penalty: 1031.530151
	Iteration 19Q: 3 clusters Score -5197604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5197656.000000 Penalty: 1031.530151
	Iteration 20F: 3 clusters Score -5197656 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5197695.500000 Penalty: 1031.530151
	Iteration 21Q: 3 clusters Score -5197696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5197729.500000 Penalty: 1031.530151
	Iteration 22Q: 3 clusters Score -5197730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5197786.000000 Penalty: 1031.530151
	Iteration 23Q: 3 clusters Score -5197786 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5197814.000000 Penalty: 1031.530151
	Iteration 24Q: 3 clusters Score -5197814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5197867.500000 Penalty: 1031.530151
	Iteration 25Q: 3 clusters Score -5197868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5197885.000000 Penalty: 1031.530151
	Iteration 26Q: 3 clusters Score -5197885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5197923.000000 Penalty: 1031.530151
	Iteration 27Q: 3 clusters Score -5197923 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5197940.000000 Penalty: 1031.530151
	Iteration 28Q: 3 clusters Score -5197940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5197949.500000 Penalty: 1031.530151
	Iteration 29Q: 3 clusters Score -5197950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5197966.500000 Penalty: 1031.530151
	Iteration 30Q: 3 clusters Score -5197966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5197978.500000 Penalty: 1031.530151
	Iteration 31Q: 3 clusters Score -5197978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5197988.000000 Penalty: 1031.530151
	Iteration 32Q: 3 clusters Score -5197988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5197998.000000 Penalty: 1031.530151
	Iteration 33Q: 3 clusters Score -5197998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5198003.500000 Penalty: 1031.530151
	Iteration 34Q: 3 clusters Score -5198004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5198018.000000 Penalty: 1031.530151
	Iteration 35Q: 3 clusters Score -5198018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5198027.500000 Penalty: 1031.530151
	Iteration 36Q: 3 clusters Score -5198028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5198043.500000 Penalty: 1031.530151
	Iteration 37Q: 3 clusters Score -5198044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5198058.500000 Penalty: 1031.530151
	Iteration 38Q: 3 clusters Score -5198058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5198061.500000 Penalty: 1031.530151
	Iteration 39Q: 3 clusters Score -5198062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5198069.500000 Penalty: 1031.530151
	Iteration 40F: 3 clusters Score -5198070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5198066.500000 Penalty: 1031.530151
	Iteration 41Q: 3 clusters Score -5198066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5198076.500000 Penalty: 1031.530151
	Iteration 42Q: 3 clusters Score -5198076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5198080.000000 Penalty: 1031.530151
	Iteration 43Q: 3 clusters Score -5198080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5198084.500000 Penalty: 1031.530151
	Iteration 44Q: 3 clusters Score -5198084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5198093.500000 Penalty: 1031.530151
	Iteration 45Q: 3 clusters Score -5198094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5198094.000000 Penalty: 1031.530151
	Iteration 46Q: 3 clusters Score -5198094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5198094.000000 Penalty: 1031.530151
	Iteration 47Q: 3 clusters Score -5198094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5198097.500000 Penalty: 1031.530151
	Iteration 48Q: 3 clusters Score -5198098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5198090.000000 Penalty: 1031.530151
	Iteration 49Q: 3 clusters Score -5198090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5198092.000000 Penalty: 1031.530151
	Iteration 50Q: 3 clusters Score -5198092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5198092.000000 Penalty: 1031.530151
	Iteration 51Q: 3 clusters Score -5198092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5198092.500000 Penalty: 1031.530151
	Iteration 52Q: 3 clusters Score -5198092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5198090.000000 Penalty: 1031.530151
	Iteration 53Q: 3 clusters Score -5198090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5198095.000000 Penalty: 1031.530151
	Iteration 54Q: 3 clusters Score -5198095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5198095.000000 Penalty: 1031.530151
	Iteration 55F: 3 clusters Score -5198095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -15119.648438 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -15119.65 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 154 members 
Entering Unmasked Estep 
Score: -14785.908203 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -14785.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14901.640625 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -14901.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14934.255859 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -14934.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14936.888672 Penalty: 512.113525
	Iteration 3Q: 3 clusters Score -14936.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14942.633789 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -14942.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14954.402344 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -14954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14967.129883 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -14967.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14985.665039 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -14985.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15016.739258 Penalty: 512.113525
	Iteration 8Q: 3 clusters Score -15016.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15036.997070 Penalty: 512.113525
	Iteration 9Q: 3 clusters Score -15037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15049.314453 Penalty: 512.113525
	Iteration 10Q: 3 clusters Score -15049.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15052.250977 Penalty: 512.113525
	Iteration 11Q: 3 clusters Score -15052.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15054.571289 Penalty: 512.113525
	Iteration 12Q: 3 clusters Score -15054.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15057.963867 Penalty: 512.113525
	Iteration 13Q: 3 clusters Score -15057.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15062.033203 Penalty: 512.113525
	Iteration 14Q: 3 clusters Score -15062.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15067.632812 Penalty: 512.113525
	Iteration 15Q: 3 clusters Score -15067.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15072.849609 Penalty: 512.113525
	Iteration 16Q: 3 clusters Score -15072.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15073.145508 Penalty: 512.113525
	Iteration 17Q: 3 clusters Score -15073.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15073.680664 Penalty: 512.113525
	Iteration 18Q: 3 clusters Score -15073.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15074.889648 Penalty: 512.113525
	Iteration 19Q: 3 clusters Score -15074.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15074.889648 Penalty: 512.113525
	Iteration 20F: 3 clusters Score -15074.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -104249.890625 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -104249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -103047.007812 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -103047 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -103511.132812 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -103511.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -103678.351562 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -103678.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -103854.773438 Penalty: 672.506531
	Iteration 3F: 3 clusters Score -103854.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104050.109375 Penalty: 672.506531
	Iteration 4F: 3 clusters Score -104050.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -104207.921875 Penalty: 672.506531
	Iteration 5F: 3 clusters Score -104207.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -104261.109375 Penalty: 672.506531
	Iteration 6Q: 3 clusters Score -104261.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -104317.718750 Penalty: 672.506531
	Iteration 7Q: 3 clusters Score -104317.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -104362.812500 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -104362.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -104400.132812 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -104400.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -104432.398438 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -104432.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -104458.484375 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -104458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -104476.320312 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -104476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -104480.484375 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -104480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -104483.882812 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -104483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -104484.757812 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -104484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -104485.718750 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -104485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -104487.023438 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -104487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -104488.523438 Penalty: 672.506531
	Iteration 18Q: 3 clusters Score -104488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -104489.367188 Penalty: 672.506531
	Iteration 19Q: 3 clusters Score -104489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -104489.406250 Penalty: 672.506531
	Iteration 20F: 3 clusters Score -104489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Entering Unmasked Estep 
Score: -53279892.000000 Penalty: 37422.929688
Splitting cluster 30 changes total score from -53279764.000000 to -53279892.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 31 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -30426.687500 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -30426.69 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 228 members 
Entering Unmasked Estep 
Score: -29953.619141 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -29953.62 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30113.058594 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -30113.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30159.591797 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -30159.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30188.505859 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -30188.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30223.355469 Penalty: 561.244019
	Iteration 4F: 3 clusters Score -30223.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30267.207031 Penalty: 561.244019
	Iteration 5F: 3 clusters Score -30267.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30295.933594 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -30295.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30307.287109 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -30307.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30322.236328 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -30322.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30329.697266 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -30329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30332.023438 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -30332.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30333.720703 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -30333.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30335.060547 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -30335.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30335.302734 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -30335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30335.302734 Penalty: 561.244019
	Iteration 14F: 3 clusters Score -30335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Entering Unmasked Estep 
Score: -4178068.250000 Penalty: 505.987671
	Iteration 0F: 2 clusters Score -4178068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -4132673.750000 Penalty: 1011.975342
	Iteration 0F: 3 clusters Score -4132674 nChanged 32794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4152333.500000 Penalty: 1011.975342
	Iteration 1F: 3 clusters Score -4152334 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4153125.250000 Penalty: 1011.975342
	Iteration 2Q: 3 clusters Score -4153125 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4154297.000000 Penalty: 1011.975342
	Iteration 3Q: 3 clusters Score -4154297 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4156315.750000 Penalty: 1011.975342
	Iteration 4Q: 3 clusters Score -4156316 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4159424.750000 Penalty: 1011.975342
	Iteration 5F: 3 clusters Score -4159425 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4163181.000000 Penalty: 1011.975342
	Iteration 6F: 3 clusters Score -4163181 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4166703.500000 Penalty: 1011.975342
	Iteration 7F: 3 clusters Score -4166704 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4169120.750000 Penalty: 1011.975342
	Iteration 8F: 3 clusters Score -4169121 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4170394.250000 Penalty: 1011.975342
	Iteration 9Q: 3 clusters Score -4170394 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4171058.250000 Penalty: 1011.975342
	Iteration 10Q: 3 clusters Score -4171058 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4171487.500000 Penalty: 1011.975342
	Iteration 11Q: 3 clusters Score -4171488 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4171803.750000 Penalty: 1011.975342
	Iteration 12Q: 3 clusters Score -4171804 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4172045.250000 Penalty: 1011.975342
	Iteration 13Q: 3 clusters Score -4172045 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4172294.750000 Penalty: 1011.975342
	Iteration 14Q: 3 clusters Score -4172295 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4172493.250000 Penalty: 1011.975342
	Iteration 15Q: 3 clusters Score -4172493 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4172656.500000 Penalty: 1011.975342
	Iteration 16Q: 3 clusters Score -4172656 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -4172794.750000 Penalty: 1011.975342
	Iteration 17Q: 3 clusters Score -4172795 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4172931.250000 Penalty: 1011.975342
	Iteration 18Q: 3 clusters Score -4172931 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4173048.500000 Penalty: 1011.975342
	Iteration 19Q: 3 clusters Score -4173048 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4173157.750000 Penalty: 1011.975342
	Iteration 20F: 3 clusters Score -4173158 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4173235.250000 Penalty: 1011.975342
	Iteration 21Q: 3 clusters Score -4173235 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4173353.250000 Penalty: 1011.975342
	Iteration 22Q: 3 clusters Score -4173353 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4173465.750000 Penalty: 1011.975342
	Iteration 23Q: 3 clusters Score -4173466 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4173538.000000 Penalty: 1011.975342
	Iteration 24Q: 3 clusters Score -4173538 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -4173619.750000 Penalty: 1011.975342
	Iteration 25Q: 3 clusters Score -4173620 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4173690.500000 Penalty: 1011.975342
	Iteration 26Q: 3 clusters Score -4173690 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4173786.750000 Penalty: 1011.975342
	Iteration 27Q: 3 clusters Score -4173787 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4173866.750000 Penalty: 1011.975342
	Iteration 28Q: 3 clusters Score -4173867 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4173949.750000 Penalty: 1011.975342
	Iteration 29Q: 3 clusters Score -4173950 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -4174009.000000 Penalty: 1011.975342
	Iteration 30Q: 3 clusters Score -4174009 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4174083.500000 Penalty: 1011.975342
	Iteration 31Q: 3 clusters Score -4174084 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4174166.500000 Penalty: 1011.975342
	Iteration 32Q: 3 clusters Score -4174166 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4174260.500000 Penalty: 1011.975342
	Iteration 33Q: 3 clusters Score -4174260 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4174322.000000 Penalty: 1011.975342
	Iteration 34Q: 3 clusters Score -4174322 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4174407.750000 Penalty: 1011.975342
	Iteration 35Q: 3 clusters Score -4174408 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4174489.000000 Penalty: 1011.975342
	Iteration 36Q: 3 clusters Score -4174489 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4174553.750000 Penalty: 1011.975342
	Iteration 37Q: 3 clusters Score -4174554 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4174579.000000 Penalty: 1011.975342
	Iteration 38Q: 3 clusters Score -4174579 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4174590.500000 Penalty: 1011.975342
	Iteration 39Q: 3 clusters Score -4174590 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4174629.000000 Penalty: 1011.975342
	Iteration 40F: 3 clusters Score -4174629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4174667.750000 Penalty: 1011.975342
	Iteration 41Q: 3 clusters Score -4174668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4174681.250000 Penalty: 1011.975342
	Iteration 42Q: 3 clusters Score -4174681 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4174685.750000 Penalty: 1011.975342
	Iteration 43Q: 3 clusters Score -4174686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4174689.000000 Penalty: 1011.975342
	Iteration 44Q: 3 clusters Score -4174689 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4174720.750000 Penalty: 1011.975342
	Iteration 45Q: 3 clusters Score -4174721 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4174729.750000 Penalty: 1011.975342
	Iteration 46Q: 3 clusters Score -4174730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -4174743.000000 Penalty: 1011.975342
	Iteration 47Q: 3 clusters Score -4174743 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4174750.500000 Penalty: 1011.975342
	Iteration 48Q: 3 clusters Score -4174750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4174753.000000 Penalty: 1011.975342
	Iteration 49Q: 3 clusters Score -4174753 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4174756.250000 Penalty: 1011.975342
	Iteration 50Q: 3 clusters Score -4174756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4174766.250000 Penalty: 1011.975342
	Iteration 51Q: 3 clusters Score -4174766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4174769.750000 Penalty: 1011.975342
	Iteration 52Q: 3 clusters Score -4174770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4174763.750000 Penalty: 1011.975342
	Iteration 53Q: 3 clusters Score -4174764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4174754.750000 Penalty: 1011.975342
	Iteration 54Q: 3 clusters Score -4174755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4174761.750000 Penalty: 1011.975342
	Iteration 55Q: 3 clusters Score -4174762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4174757.750000 Penalty: 1011.975342
	Iteration 56Q: 3 clusters Score -4174758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4174749.250000 Penalty: 1011.975342
	Iteration 57Q: 3 clusters Score -4174749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4174747.750000 Penalty: 1011.975342
	Iteration 58Q: 3 clusters Score -4174748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4174752.500000 Penalty: 1011.975342
	Iteration 59Q: 3 clusters Score -4174752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4174752.250000 Penalty: 1011.975342
	Iteration 60F: 3 clusters Score -4174752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4174743.000000 Penalty: 1011.975342
	Iteration 61Q: 3 clusters Score -4174743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4174745.750000 Penalty: 1011.975342
	Iteration 62Q: 3 clusters Score -4174746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4174746.750000 Penalty: 1011.975342
	Iteration 63Q: 3 clusters Score -4174747 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4174751 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4174754 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4174757 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4174756 nChanged 46
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Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4174753 nChanged 35
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Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4174758 nChanged 30
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Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4174764 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4174767 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4174764 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4174771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4174772 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4174770 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4174772 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4174771 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4174768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4174763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4174762 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4174767 nChanged 49
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Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4174768 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4174767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4174771 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4174777 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4174778 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4174784 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4174786 nChanged 62
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Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4174774 nChanged 65
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Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4174778 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4174773 nChanged 66
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Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4174777 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4174784 nChanged 70
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Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4174790 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4174794 nChanged 88
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Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4174794 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4174801 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4174806 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4174812 nChanged 97
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Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4174814 nChanged 91
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Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4174816 nChanged 101
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Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4174816 nChanged 101
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Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4174816 nChanged 106
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Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4174816 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4174818 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4174820 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4174831 nChanged 99
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Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4174833 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4174847 nChanged 117
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Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4174846 nChanged 134
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Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4174861 nChanged 134
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Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4174867 nChanged 136
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Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4174877 nChanged 133
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Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4174862 nChanged 149
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Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4174880 nChanged 154
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Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4174886 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4174901 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4174902 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4174921 nChanged 179
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Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4174923 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4174930 nChanged 192
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Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4174946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4174963 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4174968 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4174988 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4175016 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4175012 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4175024 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52765 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4175038 nChanged 189
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Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4175055 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4175102 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4175122 nChanged 231
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Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4175154 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4175186 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4175204.250000 Penalty: 1011.975342
	Iteration 140F: 3 clusters Score -4175204 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4175245 nChanged 250
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Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 12744 members 
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	Iteration 142Q: 3 clusters Score -4175274 nChanged 269
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Mstep: Class 1 contains 55074 members 
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	Iteration 143Q: 3 clusters Score -4175302 nChanged 248
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Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4175344 nChanged 257
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Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 11970 members 
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Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4175395 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4175421 nChanged 230
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Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 10984 members 
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Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4175503 nChanged 218
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Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4175518 nChanged 220
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Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4175550 nChanged 229
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Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4175571 nChanged 257
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Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4175599.250000 Penalty: 1011.975342
	Iteration 154Q: 3 clusters Score -4175599 nChanged 253
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Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4175660.000000 Penalty: 1011.975342
	Iteration 155Q: 3 clusters Score -4175660 nChanged 251
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Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4175698.500000 Penalty: 1011.975342
	Iteration 156Q: 3 clusters Score -4175698 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -4175727.250000 Penalty: 1011.975342
	Iteration 157Q: 3 clusters Score -4175727 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -4175781.250000 Penalty: 1011.975342
	Iteration 158Q: 3 clusters Score -4175781 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4175797.750000 Penalty: 1011.975342
	Iteration 159Q: 3 clusters Score -4175798 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4175844.250000 Penalty: 1011.975342
	Iteration 160F: 3 clusters Score -4175844 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4175892.750000 Penalty: 1011.975342
	Iteration 161Q: 3 clusters Score -4175893 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4175932.500000 Penalty: 1011.975342
	Iteration 162Q: 3 clusters Score -4175932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4175959.500000 Penalty: 1011.975342
	Iteration 163Q: 3 clusters Score -4175960 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4175991.750000 Penalty: 1011.975342
	Iteration 164Q: 3 clusters Score -4175992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4176025.750000 Penalty: 1011.975342
	Iteration 165Q: 3 clusters Score -4176026 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4176076.000000 Penalty: 1011.975342
	Iteration 166Q: 3 clusters Score -4176076 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4176103.000000 Penalty: 1011.975342
	Iteration 167Q: 3 clusters Score -4176103 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4176163.250000 Penalty: 1011.975342
	Iteration 168Q: 3 clusters Score -4176163 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4176208.000000 Penalty: 1011.975342
	Iteration 169Q: 3 clusters Score -4176208 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4176264.250000 Penalty: 1011.975342
	Iteration 170Q: 3 clusters Score -4176264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4176317.750000 Penalty: 1011.975342
	Iteration 171Q: 3 clusters Score -4176318 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4176352.750000 Penalty: 1011.975342
	Iteration 172Q: 3 clusters Score -4176353 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4176405.500000 Penalty: 1011.975342
	Iteration 173Q: 3 clusters Score -4176406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4176447.000000 Penalty: 1011.975342
	Iteration 174Q: 3 clusters Score -4176447 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4176507.250000 Penalty: 1011.975342
	Iteration 175Q: 3 clusters Score -4176507 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4176579.000000 Penalty: 1011.975342
	Iteration 176Q: 3 clusters Score -4176579 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4176623.750000 Penalty: 1011.975342
	Iteration 177Q: 3 clusters Score -4176624 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4176695.250000 Penalty: 1011.975342
	Iteration 178Q: 3 clusters Score -4176695 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4176745.000000 Penalty: 1011.975342
	Iteration 179Q: 3 clusters Score -4176745 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4176798.000000 Penalty: 1011.975342
	Iteration 180F: 3 clusters Score -4176798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4176843.500000 Penalty: 1011.975342
	Iteration 181Q: 3 clusters Score -4176844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4176885.500000 Penalty: 1011.975342
	Iteration 182Q: 3 clusters Score -4176886 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4176925.500000 Penalty: 1011.975342
	Iteration 183Q: 3 clusters Score -4176926 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4176978.750000 Penalty: 1011.975342
	Iteration 184Q: 3 clusters Score -4176979 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4177029.500000 Penalty: 1011.975342
	Iteration 185Q: 3 clusters Score -4177030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4177078.500000 Penalty: 1011.975342
	Iteration 186Q: 3 clusters Score -4177078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4177114.000000 Penalty: 1011.975342
	Iteration 187Q: 3 clusters Score -4177114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4177158.750000 Penalty: 1011.975342
	Iteration 188Q: 3 clusters Score -4177159 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4177197.250000 Penalty: 1011.975342
	Iteration 189Q: 3 clusters Score -4177197 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4177226.750000 Penalty: 1011.975342
	Iteration 190Q: 3 clusters Score -4177227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4177255.250000 Penalty: 1011.975342
	Iteration 191Q: 3 clusters Score -4177255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4177273.250000 Penalty: 1011.975342
	Iteration 192Q: 3 clusters Score -4177273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4177298.500000 Penalty: 1011.975342
	Iteration 193Q: 3 clusters Score -4177298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4177334.250000 Penalty: 1011.975342
	Iteration 194Q: 3 clusters Score -4177334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4177357.500000 Penalty: 1011.975342
	Iteration 195Q: 3 clusters Score -4177358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4177376.750000 Penalty: 1011.975342
	Iteration 196Q: 3 clusters Score -4177377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4177401.750000 Penalty: 1011.975342
	Iteration 197Q: 3 clusters Score -4177402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4177419.750000 Penalty: 1011.975342
	Iteration 198Q: 3 clusters Score -4177420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4177447.500000 Penalty: 1011.975342
	Iteration 199Q: 3 clusters Score -4177448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4177470.500000 Penalty: 1011.975342
	Iteration 200F: 3 clusters Score -4177470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4177494.750000 Penalty: 1011.975342
	Iteration 201Q: 3 clusters Score -4177495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4177523.000000 Penalty: 1011.975342
	Iteration 202Q: 3 clusters Score -4177523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4177550.500000 Penalty: 1011.975342
	Iteration 203Q: 3 clusters Score -4177550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4177570.250000 Penalty: 1011.975342
	Iteration 204Q: 3 clusters Score -4177570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4177579.500000 Penalty: 1011.975342
	Iteration 205Q: 3 clusters Score -4177580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4177585.250000 Penalty: 1011.975342
	Iteration 206Q: 3 clusters Score -4177585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4177601.250000 Penalty: 1011.975342
	Iteration 207Q: 3 clusters Score -4177601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4177617.000000 Penalty: 1011.975342
	Iteration 208Q: 3 clusters Score -4177617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4177630.250000 Penalty: 1011.975342
	Iteration 209Q: 3 clusters Score -4177630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4177632.250000 Penalty: 1011.975342
	Iteration 210Q: 3 clusters Score -4177632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4177641.500000 Penalty: 1011.975342
	Iteration 211Q: 3 clusters Score -4177642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4177649.250000 Penalty: 1011.975342
	Iteration 212Q: 3 clusters Score -4177649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4177649.750000 Penalty: 1011.975342
	Iteration 213Q: 3 clusters Score -4177650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4177656.000000 Penalty: 1011.975342
	Iteration 214Q: 3 clusters Score -4177656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4177659.750000 Penalty: 1011.975342
	Iteration 215Q: 3 clusters Score -4177660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4177659.000000 Penalty: 1011.975342
	Iteration 216Q: 3 clusters Score -4177659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4177661.250000 Penalty: 1011.975342
	Iteration 217Q: 3 clusters Score -4177661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4177668.500000 Penalty: 1011.975342
	Iteration 218Q: 3 clusters Score -4177668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4177674.000000 Penalty: 1011.975342
	Iteration 219Q: 3 clusters Score -4177674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4177677.000000 Penalty: 1011.975342
	Iteration 220F: 3 clusters Score -4177677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4177686.250000 Penalty: 1011.975342
	Iteration 221Q: 3 clusters Score -4177686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4177688.750000 Penalty: 1011.975342
	Iteration 222Q: 3 clusters Score -4177689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4177698.250000 Penalty: 1011.975342
	Iteration 223Q: 3 clusters Score -4177698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4177701.250000 Penalty: 1011.975342
	Iteration 224Q: 3 clusters Score -4177701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4177704.250000 Penalty: 1011.975342
	Iteration 225Q: 3 clusters Score -4177704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4177706.750000 Penalty: 1011.975342
	Iteration 226Q: 3 clusters Score -4177707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4177707.000000 Penalty: 1011.975342
	Iteration 227Q: 3 clusters Score -4177707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4177708.250000 Penalty: 1011.975342
	Iteration 228Q: 3 clusters Score -4177708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4177707.750000 Penalty: 1011.975342
	Iteration 229Q: 3 clusters Score -4177708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4177707.000000 Penalty: 1011.975342
	Iteration 230Q: 3 clusters Score -4177707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4177707.500000 Penalty: 1011.975342
	Iteration 231Q: 3 clusters Score -4177708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4177709.250000 Penalty: 1011.975342
	Iteration 232Q: 3 clusters Score -4177709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4177711.750000 Penalty: 1011.975342
	Iteration 233Q: 3 clusters Score -4177712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4177711.250000 Penalty: 1011.975342
	Iteration 234Q: 3 clusters Score -4177711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4177712.750000 Penalty: 1011.975342
	Iteration 235Q: 3 clusters Score -4177713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4177713.500000 Penalty: 1011.975342
	Iteration 236Q: 3 clusters Score -4177714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4177713.500000 Penalty: 1011.975342
	Iteration 237F: 3 clusters Score -4177714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -22760.167969 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -22760.17 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 171 members 
Entering Unmasked Estep 
Score: -22379.244141 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -22379.24 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22540.218750 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -22540.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22613.365234 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -22613.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22641.755859 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -22641.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22656.390625 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -22656.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22667.644531 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -22667.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22688.814453 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -22688.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22706.453125 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -22706.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22711.414062 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -22711.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22712.671875 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -22712.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22712.671875 Penalty: 539.107300
	Iteration 10F: 3 clusters Score -22712.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7650.873535 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7650.874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7369.402832 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7369.403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7442.196289 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7442.196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7463.559570 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7463.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7475.966797 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7475.967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7478.252930 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7478.253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7478.252930 Penalty: 476.516235
	Iteration 5F: 3 clusters Score -7478.253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -42160.621094 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -42160.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -41554.027344 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -41554.03 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41736.332031 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -41736.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41788.843750 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -41788.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41867.710938 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -41867.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42025.144531 Penalty: 595.364929
	Iteration 4F: 3 clusters Score -42025.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -42148.269531 Penalty: 595.364929
	Iteration 5F: 3 clusters Score -42148.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -42202.734375 Penalty: 595.364929
	Iteration 6F: 3 clusters Score -42202.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42224.523438 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -42224.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42234.613281 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -42234.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42238.183594 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -42238.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -42240.226562 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -42240.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42242.566406 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -42242.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42247.132812 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -42247.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42255.671875 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -42255.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42265.625000 Penalty: 595.364929
	Iteration 14Q: 3 clusters Score -42265.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42288.429688 Penalty: 595.364929
	Iteration 15Q: 3 clusters Score -42288.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42311.851562 Penalty: 595.364929
	Iteration 16Q: 3 clusters Score -42311.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42321.781250 Penalty: 595.364929
	Iteration 17Q: 3 clusters Score -42321.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42324.652344 Penalty: 595.364929
	Iteration 18Q: 3 clusters Score -42324.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42327.839844 Penalty: 595.364929
	Iteration 19Q: 3 clusters Score -42327.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42330.535156 Penalty: 595.364929
	Iteration 20F: 3 clusters Score -42330.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42332.628906 Penalty: 595.364929
	Iteration 21Q: 3 clusters Score -42332.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42332.628906 Penalty: 595.364929
	Iteration 22F: 3 clusters Score -42332.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 437 members 
Entering Unmasked Estep 
Score: -53279748.000000 Penalty: 38046.648438
Splitting cluster 35 changes total score from -53279764.000000 to -53279748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -28508.255859 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -28508.26 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 225 members 
Entering Unmasked Estep 
Score: -28048.435547 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -28048.44 nChanged 162
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: -28180.339844 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -28180.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28223.414062 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -28223.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28244.726562 Penalty: 557.941589
	Iteration 3Q: 3 clusters Score -28244.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28268.464844 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -28268.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28296.160156 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -28296.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28306.005859 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -28306.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28310.445312 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -28310.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28314.449219 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -28314.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28320.033203 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -28320.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28324.761719 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -28324.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28327.175781 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -28327.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28328.408203 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -28328.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28328.738281 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -28328.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28328.738281 Penalty: 557.941589
	Iteration 14F: 3 clusters Score -28328.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -6264.531738 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -6264.532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -6000.491699 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -6000.492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6140.461426 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -6140.461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6176.799316 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -6176.799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6184.670898 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -6184.671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6187.578125 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -6187.578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6188.570801 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -6188.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6188.570801 Penalty: 503.897430
	Iteration 6F: 3 clusters Score -6188.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -197389.578125 Penalty: 366.147125
	Iteration 0F: 2 clusters Score -197389.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -195183.718750 Penalty: 732.294250
	Iteration 0F: 3 clusters Score -195183.7 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -196013.937500 Penalty: 732.294250
	Iteration 1F: 3 clusters Score -196013.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -196256.687500 Penalty: 732.294250
	Iteration 2F: 3 clusters Score -196256.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -196592.078125 Penalty: 732.294250
	Iteration 3F: 3 clusters Score -196592.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197012.812500 Penalty: 732.294250
	Iteration 4F: 3 clusters Score -197012.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -197361.468750 Penalty: 732.294250
	Iteration 5F: 3 clusters Score -197361.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -197504.453125 Penalty: 732.294250
	Iteration 6Q: 3 clusters Score -197504.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197635.250000 Penalty: 732.294250
	Iteration 7Q: 3 clusters Score -197635.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -197774.406250 Penalty: 732.294250
	Iteration 8Q: 3 clusters Score -197774.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -197868.156250 Penalty: 732.294250
	Iteration 9Q: 3 clusters Score -197868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197876.390625 Penalty: 732.294250
	Iteration 10Q: 3 clusters Score -197876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -197877.718750 Penalty: 732.294250
	Iteration 11Q: 3 clusters Score -197877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -197878.296875 Penalty: 732.294250
	Iteration 12Q: 3 clusters Score -197878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197877.640625 Penalty: 732.294250
	Iteration 13Q: 3 clusters Score -197877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197877.640625 Penalty: 732.294250
	Iteration 14F: 3 clusters Score -197877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Entering Unmasked Estep 
Score: -53280100.000000 Penalty: 38046.648438
Splitting cluster 38 changes total score from -53279764.000000 to -53280100.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 39 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -18524.861328 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -18524.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18245.927734 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -18245.93 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18817.693359 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -18817.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18987.769531 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -18987.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19115.220703 Penalty: 534.362732
	Iteration 3Q: 3 clusters Score -19115.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19144.513672 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -19144.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19158.929688 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -19158.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19157.800781 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -19157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19157.800781 Penalty: 534.362732
	Iteration 7F: 3 clusters Score -19157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Entering Unmasked Estep 
Score: -53280420.000000 Penalty: 38670.363281
Splitting cluster 39 changes total score from -53279764.000000 to -53280420.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 40 (121836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Entering Unmasked Estep 
Score: -7450657.500000 Penalty: 532.824585
	Iteration 0F: 2 clusters Score -7450658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7370775.500000 Penalty: 1065.649170
	Iteration 0F: 3 clusters Score -7370776 nChanged 59949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -7407861.000000 Penalty: 1065.649170
	Iteration 1F: 3 clusters Score -7407861 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -7410671.500000 Penalty: 1065.649170
	Iteration 2F: 3 clusters Score -7410672 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -7415366.000000 Penalty: 1065.649170
	Iteration 3F: 3 clusters Score -7415366 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -7422570.500000 Penalty: 1065.649170
	Iteration 4F: 3 clusters Score -7422570 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -7432176.500000 Penalty: 1065.649170
	Iteration 5F: 3 clusters Score -7432176 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -7441494.500000 Penalty: 1065.649170
	Iteration 6F: 3 clusters Score -7441494 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -7447108.000000 Penalty: 1065.649170
	Iteration 7F: 3 clusters Score -7447108 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 120650 members 
Entering Unmasked Estep 
Score: -7449412.500000 Penalty: 1065.649170
	Iteration 8Q: 3 clusters Score -7449412 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -7450005.000000 Penalty: 1065.649170
	Iteration 9Q: 3 clusters Score -7450005 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 121690 members 
Entering Unmasked Estep 
Score: -7450139.000000 Penalty: 1065.649170
	Iteration 10Q: 3 clusters Score -7450139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -7450165.500000 Penalty: 1065.649170
	Iteration 11Q: 3 clusters Score -7450166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121754 members 
Entering Unmasked Estep 
Score: -7450186.500000 Penalty: 1065.649170
	Iteration 12Q: 3 clusters Score -7450186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -7450197.500000 Penalty: 1065.649170
	Iteration 13Q: 3 clusters Score -7450198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121765 members 
Entering Unmasked Estep 
Score: -7450200.500000 Penalty: 1065.649170
	Iteration 14Q: 3 clusters Score -7450200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121765 members 
Entering Unmasked Estep 
Score: -7450202.000000 Penalty: 1065.649170
	Iteration 15Q: 3 clusters Score -7450202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121765 members 
Entering Unmasked Estep 
Score: -7450202.000000 Penalty: 1065.649170
	Iteration 16F: 3 clusters Score -7450202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -10081.278320 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -10081.28 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 95 members 
Entering Unmasked Estep 
Score: -9810.503906 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9810.504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9878.975586 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9878.976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9952.434570 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9952.435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10002.760742 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -10002.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10034.018555 Penalty: 475.542938
	Iteration 4F: 3 clusters Score -10034.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10075.891602 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -10075.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10117.158203 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -10117.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10138.938477 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -10138.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10149.908203 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -10149.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10161.586914 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -10161.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10168.839844 Penalty: 475.542938
	Iteration 10Q: 3 clusters Score -10168.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10199.010742 Penalty: 475.542938
	Iteration 11Q: 3 clusters Score -10199.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10199.010742 Penalty: 475.542938
	Iteration 12F: 3 clusters Score -10199.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1446 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Entering Unmasked Estep 
Score: -53280132.000000 Penalty: 39294.078125
Splitting cluster 41 changes total score from -53279764.000000 to -53280132.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -89932.554688 Penalty: 331.083313
	Iteration 0F: 2 clusters Score -89932.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -88882.023438 Penalty: 662.166626
	Iteration 0F: 3 clusters Score -88882.02 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -89415.687500 Penalty: 662.166626
	Iteration 1F: 3 clusters Score -89415.69 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -89584.835938 Penalty: 662.166626
	Iteration 2F: 3 clusters Score -89584.84 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -89699.875000 Penalty: 662.166626
	Iteration 3F: 3 clusters Score -89699.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -89763.343750 Penalty: 662.166626
	Iteration 4F: 3 clusters Score -89763.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -89792.078125 Penalty: 662.166626
	Iteration 5Q: 3 clusters Score -89792.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -89805.968750 Penalty: 662.166626
	Iteration 6Q: 3 clusters Score -89805.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -89814.093750 Penalty: 662.166626
	Iteration 7Q: 3 clusters Score -89814.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -89826.078125 Penalty: 662.166626
	Iteration 8Q: 3 clusters Score -89826.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -89840.765625 Penalty: 662.166626
	Iteration 9Q: 3 clusters Score -89840.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -89860.953125 Penalty: 662.166626
	Iteration 10Q: 3 clusters Score -89860.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89885.765625 Penalty: 662.166626
	Iteration 11Q: 3 clusters Score -89885.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89904.859375 Penalty: 662.166626
	Iteration 12Q: 3 clusters Score -89904.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89934.703125 Penalty: 662.166626
	Iteration 13Q: 3 clusters Score -89934.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89970.679688 Penalty: 662.166626
	Iteration 14Q: 3 clusters Score -89970.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90004.960938 Penalty: 662.166626
	Iteration 15Q: 3 clusters Score -90004.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90026.570312 Penalty: 662.166626
	Iteration 16Q: 3 clusters Score -90026.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90045.921875 Penalty: 662.166626
	Iteration 17Q: 3 clusters Score -90045.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90055.367188 Penalty: 662.166626
	Iteration 18Q: 3 clusters Score -90055.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90062.062500 Penalty: 662.166626
	Iteration 19Q: 3 clusters Score -90062.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90069.976562 Penalty: 662.166626
	Iteration 20F: 3 clusters Score -90069.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90077.976562 Penalty: 662.166626
	Iteration 21Q: 3 clusters Score -90077.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90086.617188 Penalty: 662.166626
	Iteration 22Q: 3 clusters Score -90086.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90098.953125 Penalty: 662.166626
	Iteration 23Q: 3 clusters Score -90098.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90133.007812 Penalty: 662.166626
	Iteration 24Q: 3 clusters Score -90133.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90169.273438 Penalty: 662.166626
	Iteration 25Q: 3 clusters Score -90169.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90182.484375 Penalty: 662.166626
	Iteration 26Q: 3 clusters Score -90182.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90183.234375 Penalty: 662.166626
	Iteration 27Q: 3 clusters Score -90183.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90185.476562 Penalty: 662.166626
	Iteration 28Q: 3 clusters Score -90185.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90183.562500 Penalty: 662.166626
	Iteration 29Q: 3 clusters Score -90183.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90183.562500 Penalty: 662.166626
	Iteration 30F: 3 clusters Score -90183.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Entering Unmasked Estep 
Score: -53280148.000000 Penalty: 39917.792969
Splitting cluster 42 changes total score from -53279764.000000 to -53280148.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 43 (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: -13285.464844 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -13285.46 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 118 members 
Entering Unmasked Estep 
Score: -12967.698242 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12967.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13068.708984 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -13068.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13118.485352 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -13118.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13175.780273 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -13175.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13228.572266 Penalty: 503.897430
	Iteration 4F: 3 clusters Score -13228.57 nChanged 15
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: -13280.863281 Penalty: 503.897430
	Iteration 5F: 3 clusters Score -13280.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13335.608398 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -13335.61 nChanged 13
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: -13476.594727 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -13476.59 nChanged 13
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: -13540.581055 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -13540.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13601.175781 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -13601.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13604.533203 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -13604.53 nChanged 1
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: -13611.957031 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -13611.96 nChanged 0
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: -13611.957031 Penalty: 503.897430
	Iteration 12F: 3 clusters Score -13611.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 518 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Entering Unmasked Estep 
Score: -53280076.000000 Penalty: 40541.507812
Splitting cluster 43 changes total score from -53279764.000000 to -53280076.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 44 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9662.350586 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -9662.351 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 79 members 
Entering Unmasked Estep 
Score: -9416.682617 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -9416.683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9489.264648 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -9489.265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9536.392578 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -9536.393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9569.331055 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -9569.331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9592.464844 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -9592.465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9606.467773 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -9606.468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9609.777344 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -9609.777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9610.584961 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -9610.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9610.584961 Penalty: 460.696136
	Iteration 8F: 3 clusters Score -9610.585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -32204.236328 Penalty: 284.373871
	Iteration 0F: 2 clusters Score -32204.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31740.646484 Penalty: 568.747742
	Iteration 0F: 3 clusters Score -31740.65 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31980.820312 Penalty: 568.747742
	Iteration 1F: 3 clusters Score -31980.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32200.564453 Penalty: 568.747742
	Iteration 2F: 3 clusters Score -32200.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -32424.759766 Penalty: 568.747742
	Iteration 3F: 3 clusters Score -32424.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32586.441406 Penalty: 568.747742
	Iteration 4F: 3 clusters Score -32586.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32650.488281 Penalty: 568.747742
	Iteration 5Q: 3 clusters Score -32650.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32686.181641 Penalty: 568.747742
	Iteration 6Q: 3 clusters Score -32686.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32734.626953 Penalty: 568.747742
	Iteration 7Q: 3 clusters Score -32734.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32830.035156 Penalty: 568.747742
	Iteration 8Q: 3 clusters Score -32830.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33041.015625 Penalty: 568.747742
	Iteration 9Q: 3 clusters Score -33041.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33048.597656 Penalty: 568.747742
	Iteration 10Q: 3 clusters Score -33048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33048.597656 Penalty: 568.747742
	Iteration 11F: 3 clusters Score -33048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 480 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 210 members 
Entering Unmasked Estep 
Score: -53280628.000000 Penalty: 41165.226562
Splitting cluster 45 changes total score from -53279764.000000 to -53280628.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -26109.421875 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -26109.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25668.498047 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25668.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25820.888672 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25820.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25901.195312 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25901.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25950.433594 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -25950.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25983.289062 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -25983.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26020.400391 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -26020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26052.373047 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -26052.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26067.521484 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -26067.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26075.250000 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26075.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26076.859375 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26076.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26077.416016 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26077.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26078.152344 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -26078.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26078.152344 Penalty: 548.353821
	Iteration 12F: 3 clusters Score -26078.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -21591.630859 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -21591.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21175.847656 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -21175.85 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21531.246094 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -21531.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21693.128906 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -21693.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21799.689453 Penalty: 561.814514
	Iteration 3F: 3 clusters Score -21799.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21823.810547 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -21823.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21825.748047 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -21825.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21826.341797 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -21826.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21826.341797 Penalty: 561.814514
	Iteration 7F: 3 clusters Score -21826.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 222 members 
Mstep: Class 48 contains 267 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 258 members 
Entering Unmasked Estep 
Score: -53280656.000000 Penalty: 41788.941406
Splitting cluster 47 changes total score from -53279764.000000 to -53280656.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -15482.975586 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -15482.98 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 137 members 
Entering Unmasked Estep 
Score: -15173.075195 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -15173.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15316.223633 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -15316.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15408.083008 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -15408.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15480.614258 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -15480.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15521.121094 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -15521.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15581.881836 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -15581.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15602.228516 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -15602.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15616.916016 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -15616.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15617.941406 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -15617.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15617.941406 Penalty: 508.439636
	Iteration 9F: 3 clusters Score -15617.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 222 members 
Mstep: Class 48 contains 130 members 
Mstep: Class 49 contains 556 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 137 members 
Entering Unmasked Estep 
Score: -53280440.000000 Penalty: 42412.656250
Splitting cluster 48 changes total score from -53279764.000000 to -53280440.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -34868.917969 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -34868.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34354.574219 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -34354.57 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34588.414062 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -34588.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34693.031250 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -34693.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34750.816406 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -34750.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34797.003906 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -34797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34809.636719 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -34809.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34813.015625 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -34813.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34814.539062 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -34814.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34819.167969 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -34819.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34828.265625 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -34828.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34833.265625 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -34833.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34845.488281 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -34845.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34878.558594 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -34878.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34892.386719 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -34892.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -34900.753906 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -34900.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -34917.199219 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -34917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -34928.847656 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -34928.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34940.398438 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -34940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34944.000000 Penalty: 575.189941
	Iteration 18Q: 3 clusters Score -34944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34944.953125 Penalty: 575.189941
	Iteration 19Q: 3 clusters Score -34944.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34946.058594 Penalty: 575.189941
	Iteration 20F: 3 clusters Score -34946.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34947.679688 Penalty: 575.189941
	Iteration 21Q: 3 clusters Score -34947.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34948.269531 Penalty: 575.189941
	Iteration 22Q: 3 clusters Score -34948.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34950.226562 Penalty: 575.189941
	Iteration 23Q: 3 clusters Score -34950.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34952.402344 Penalty: 575.189941
	Iteration 24Q: 3 clusters Score -34952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34956.605469 Penalty: 575.189941
	Iteration 25Q: 3 clusters Score -34956.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34973.824219 Penalty: 575.189941
	Iteration 26Q: 3 clusters Score -34973.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34981.605469 Penalty: 575.189941
	Iteration 27Q: 3 clusters Score -34981.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34983.031250 Penalty: 575.189941
	Iteration 28Q: 3 clusters Score -34983.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34986.980469 Penalty: 575.189941
	Iteration 29Q: 3 clusters Score -34986.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34992.093750 Penalty: 575.189941
	Iteration 30Q: 3 clusters Score -34992.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34998.175781 Penalty: 575.189941
	Iteration 31Q: 3 clusters Score -34998.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34998.175781 Penalty: 575.189941
	Iteration 32F: 3 clusters Score -34998.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 222 members 
Mstep: Class 48 contains 130 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 155 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 137 members 
Mstep: Class 69 contains 409 members 
Entering Unmasked Estep 
Score: -53280256.000000 Penalty: 43036.371094
Splitting cluster 49 changes total score from -53279764.000000 to -53280256.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 50 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -53401.898438 Penalty: 305.050842
	Iteration 0F: 2 clusters Score -53401.9 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 391 members 
Entering Unmasked Estep 
Score: -52718.417969 Penalty: 610.101685
	Iteration 0F: 3 clusters Score -52718.42 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52943.984375 Penalty: 610.101685
	Iteration 1F: 3 clusters Score -52943.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -53024.429688 Penalty: 610.101685
	Iteration 2F: 3 clusters Score -53024.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53123.968750 Penalty: 610.101685
	Iteration 3F: 3 clusters Score -53123.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53203.472656 Penalty: 610.101685
	Iteration 4F: 3 clusters Score -53203.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53232.964844 Penalty: 610.101685
	Iteration 5Q: 3 clusters Score -53232.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53260.972656 Penalty: 610.101685
	Iteration 6Q: 3 clusters Score -53260.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53283.671875 Penalty: 610.101685
	Iteration 7Q: 3 clusters Score -53283.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53298.285156 Penalty: 610.101685
	Iteration 8Q: 3 clusters Score -53298.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53316.695312 Penalty: 610.101685
	Iteration 9Q: 3 clusters Score -53316.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53327.531250 Penalty: 610.101685
	Iteration 10Q: 3 clusters Score -53327.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53345.066406 Penalty: 610.101685
	Iteration 11Q: 3 clusters Score -53345.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53355.023438 Penalty: 610.101685
	Iteration 12Q: 3 clusters Score -53355.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53363.988281 Penalty: 610.101685
	Iteration 13Q: 3 clusters Score -53363.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53371.941406 Penalty: 610.101685
	Iteration 14Q: 3 clusters Score -53371.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53377.296875 Penalty: 610.101685
	Iteration 15Q: 3 clusters Score -53377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53379.292969 Penalty: 610.101685
	Iteration 16Q: 3 clusters Score -53379.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53380.242188 Penalty: 610.101685
	Iteration 17Q: 3 clusters Score -53380.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53382.503906 Penalty: 610.101685
	Iteration 18Q: 3 clusters Score -53382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53382.843750 Penalty: 610.101685
	Iteration 19Q: 3 clusters Score -53382.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53384.714844 Penalty: 610.101685
	Iteration 20F: 3 clusters Score -53384.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53386.375000 Penalty: 610.101685
	Iteration 21Q: 3 clusters Score -53386.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53387.484375 Penalty: 610.101685
	Iteration 22Q: 3 clusters Score -53387.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53389.246094 Penalty: 610.101685
	Iteration 23Q: 3 clusters Score -53389.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53389.617188 Penalty: 610.101685
	Iteration 24Q: 3 clusters Score -53389.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53389.617188 Penalty: 610.101685
	Iteration 25F: 3 clusters Score -53389.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -50857.417969 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -50857.42 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 382 members 
Entering Unmasked Estep 
Score: -50205.207031 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -50205.21 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50447.250000 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -50447.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50500.808594 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -50500.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50530.234375 Penalty: 607.499939
	Iteration 3Q: 3 clusters Score -50530.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50555.140625 Penalty: 607.499939
	Iteration 4Q: 3 clusters Score -50555.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50573.312500 Penalty: 607.499939
	Iteration 5Q: 3 clusters Score -50573.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50585.574219 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -50585.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50596.195312 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -50596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50601.753906 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -50601.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50606.507812 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -50606.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50608.488281 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -50608.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -50610.167969 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -50610.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -50611.203125 Penalty: 607.499939
	Iteration 12Q: 3 clusters Score -50611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50611.429688 Penalty: 607.499939
	Iteration 13Q: 3 clusters Score -50611.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50611.621094 Penalty: 607.499939
	Iteration 14Q: 3 clusters Score -50611.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -50611.902344 Penalty: 607.499939
	Iteration 15Q: 3 clusters Score -50611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50612.082031 Penalty: 607.499939
	Iteration 16Q: 3 clusters Score -50612.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50612.589844 Penalty: 607.499939
	Iteration 17Q: 3 clusters Score -50612.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50613.273438 Penalty: 607.499939
	Iteration 18Q: 3 clusters Score -50613.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -50613.730469 Penalty: 607.499939
	Iteration 19Q: 3 clusters Score -50613.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50614.527344 Penalty: 607.499939
	Iteration 20F: 3 clusters Score -50614.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -50615.113281 Penalty: 607.499939
	Iteration 21Q: 3 clusters Score -50615.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50615.210938 Penalty: 607.499939
	Iteration 22Q: 3 clusters Score -50615.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50615.210938 Penalty: 607.499939
	Iteration 23F: 3 clusters Score -50615.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -7722.589355 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -7722.589 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 75 members 
Entering Unmasked Estep 
Score: -7482.270996 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -7482.271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7562.943359 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -7562.943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7581.620605 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -7581.621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7593.298828 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -7593.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7594.125000 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -7594.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7596.330566 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -7596.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7602.831055 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -7602.831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7619.876953 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -7619.877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7639.170410 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -7639.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7712.589355 Penalty: 458.951691
	Iteration 9Q: 3 clusters Score -7712.589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7794.380859 Penalty: 458.951691
	Iteration 10F: 3 clusters Score -7794.381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7848.952637 Penalty: 458.951691
	Iteration 11F: 3 clusters Score -7848.953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7942.028320 Penalty: 458.951691
	Iteration 12Q: 3 clusters Score -7942.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7982.263184 Penalty: 458.951691
	Iteration 13Q: 3 clusters Score -7982.263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7991.312500 Penalty: 458.951691
	Iteration 14Q: 3 clusters Score -7991.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7991.312500 Penalty: 458.951691
	Iteration 15F: 3 clusters Score -7991.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 222 members 
Mstep: Class 48 contains 130 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 90 members 
Mstep: Class 53 contains 701 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 137 members 
Mstep: Class 69 contains 409 members 
Mstep: Class 70 contains 65 members 
Entering Unmasked Estep 
Score: -53280136.000000 Penalty: 43660.085938
Splitting cluster 52 changes total score from -53279764.000000 to -53280136.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 53 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -41350.523438 Penalty: 298.139099
	Iteration 0F: 2 clusters Score -41350.52 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 355 members 
Entering Unmasked Estep 
Score: -40733.199219 Penalty: 596.278198
	Iteration 0F: 3 clusters Score -40733.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -41121.332031 Penalty: 596.278198
	Iteration 1F: 3 clusters Score -41121.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41216.726562 Penalty: 596.278198
	Iteration 2F: 3 clusters Score -41216.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41256.953125 Penalty: 596.278198
	Iteration 3F: 3 clusters Score -41256.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -41298.828125 Penalty: 596.278198
	Iteration 4F: 3 clusters Score -41298.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41316.003906 Penalty: 596.278198
	Iteration 5Q: 3 clusters Score -41316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41327.742188 Penalty: 596.278198
	Iteration 6Q: 3 clusters Score -41327.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41337.480469 Penalty: 596.278198
	Iteration 7Q: 3 clusters Score -41337.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -41338.679688 Penalty: 596.278198
	Iteration 8Q: 3 clusters Score -41338.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41340.398438 Penalty: 596.278198
	Iteration 9Q: 3 clusters Score -41340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -41342.261719 Penalty: 596.278198
	Iteration 10Q: 3 clusters Score -41342.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -41344.230469 Penalty: 596.278198
	Iteration 11Q: 3 clusters Score -41344.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -41349.667969 Penalty: 596.278198
	Iteration 12Q: 3 clusters Score -41349.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -41353.476562 Penalty: 596.278198
	Iteration 13Q: 3 clusters Score -41353.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41358.042969 Penalty: 596.278198
	Iteration 14Q: 3 clusters Score -41358.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -41359.496094 Penalty: 596.278198
	Iteration 15Q: 3 clusters Score -41359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -41359.667969 Penalty: 596.278198
	Iteration 16Q: 3 clusters Score -41359.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -41359.667969 Penalty: 596.278198
	Iteration 17F: 3 clusters Score -41359.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 222 members 
Mstep: Class 48 contains 130 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 90 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 543 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 2066 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1116 members 
Mstep: Class 61 contains 1038 members 
Mstep: Class 62 contains 154 members 
Mstep: Class 63 contains 139 members 
Mstep: Class 64 contains 395 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 210 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 137 members 
Mstep: Class 69 contains 409 members 
Mstep: Class 70 contains 65 members 
Mstep: Class 71 contains 480 members 
Entering Unmasked Estep 
Score: -53279780.000000 Penalty: 44283.800781
Splitting cluster 53 changes total score from -53279764.000000 to -53279780.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -14899.027344 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -14899.03 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 131 members 
Entering Unmasked Estep 
Score: -14568.770508 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -14568.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14656.389648 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -14656.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14702.816406 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -14702.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14727.658203 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -14727.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14738.286133 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -14738.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14745.389648 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -14745.39 nChanged 7
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: -14755.491211 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -14755.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14756.176758 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -14756.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14756.176758 Penalty: 502.452942
	Iteration 8F: 3 clusters Score -14756.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1843.990356 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1843.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1914.689697 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1914.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1943.404419 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -1943.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1948.811523 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -1948.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1948.811523 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -1948.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 92132 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1290 members 
Mstep: Class 8 contains 176 members 
Mstep: Class 9 contains 83304 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 88061 members 
Mstep: Class 16 contains 213 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 88354 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 312 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 238 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 83742 members 
Mstep: Class 29 contains 278 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67549 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 188 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 254 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 121836 members 
Mstep: Class 41 contains 47 members 
Mstep: Class 42 contains 1051 members 
Mstep: Class 43 contains 114 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 308 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 222 members 
Mstep: Class 48 contains 130 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 816 members 
Mstep: Class 51 contains 793 members 
Mstep: Class 52 contains 90 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 70. Lose 523.189026 but Gain 623.714844
Score: -53280736.000000 Penalty: 43660.085938
Iteration 159Q: 71 clusters Score -5.328074e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97772 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 92086 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 83387 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 80070 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 88525 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 87567 members 
Mstep: Class 19 contains 51604 members 
Mstep: Class 20 contains 127 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 5252 members 
Mstep: Class 24 contains 67 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 239 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 83839 members 
Mstep: Class 29 contains 280 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 67615 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 215 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 454 members 
Mstep: Class 37 contains 255 members 
Mstep: Class 38 contains 2049 members 
Mstep: Class 39 contains 206 members 
Mstep: Class 40 contains 121595 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1076 members 
Mstep: Class 43 contains 138 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 325 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 236 members 
Mstep: Class 48 contains 133 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 814 members 
Mstep: Class 51 contains 800 members 
Mstep: Class 52 contains 103 members 
Mstep: Class 53 contains 220 members 
Mstep: Class 54 contains 246 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 549 members 
Mstep: Class 57 contains 618 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 1108 members 
Mstep: Class 61 contains 1034 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 127 members 
Mstep: Class 64 contains 394 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 200 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 133 members 
Mstep: Class 69 contains 410 members 
Mstep: Class 71 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 59. Lose 570.333984 but Gain 623.714844
Score: -53283360.000000 Penalty: 43036.371094
Iteration 160F: 70 clusters Score -5.328336e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97706 members 
Mstep: Class 3 contains 3949 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 91896 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83307 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 80141 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 88892 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 87071 members 
Mstep: Class 19 contains 51824 members 
Mstep: Class 20 contains 129 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 335 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 271 members 
Mstep: Class 27 contains 1352 members 
Mstep: Class 28 contains 83904 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 474 members 
Mstep: Class 32 contains 67617 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 200 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 456 members 
Mstep: Class 37 contains 255 members 
Mstep: Class 38 contains 1998 members 
Mstep: Class 39 contains 203 members 
Mstep: Class 40 contains 121232 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 151 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 330 members 
Mstep: Class 46 contains 415 members 
Mstep: Class 47 contains 230 members 
Mstep: Class 48 contains 136 members 
Mstep: Class 49 contains 148 members 
Mstep: Class 50 contains 812 members 
Mstep: Class 51 contains 783 members 
Mstep: Class 52 contains 109 members 
Mstep: Class 53 contains 216 members 
Mstep: Class 54 contains 243 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 555 members 
Mstep: Class 57 contains 624 members 
Mstep: Class 58 contains 2490 members 
Mstep: Class 60 contains 1126 members 
Mstep: Class 61 contains 1028 members 
Mstep: Class 62 contains 163 members 
Mstep: Class 63 contains 137 members 
Mstep: Class 64 contains 406 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 425 members 
Mstep: Class 67 contains 279 members 
Mstep: Class 68 contains 134 members 
Mstep: Class 69 contains 423 members 
Mstep: Class 71 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285408.000000 Penalty: 43036.371094
Iteration 161Q: 70 clusters Score -5.328541e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97704 members 
Mstep: Class 3 contains 3867 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 91753 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83197 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 80202 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 89082 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 86968 members 
Mstep: Class 19 contains 52056 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 278 members 
Mstep: Class 27 contains 1350 members 
Mstep: Class 28 contains 83935 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 472 members 
Mstep: Class 32 contains 67596 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 705 members 
Mstep: Class 36 contains 458 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1976 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 120821 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 328 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 138 members 
Mstep: Class 49 contains 148 members 
Mstep: Class 50 contains 812 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 109 members 
Mstep: Class 53 contains 214 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 560 members 
Mstep: Class 57 contains 627 members 
Mstep: Class 58 contains 2810 members 
Mstep: Class 60 contains 1143 members 
Mstep: Class 61 contains 1020 members 
Mstep: Class 62 contains 168 members 
Mstep: Class 63 contains 144 members 
Mstep: Class 64 contains 409 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 532 members 
Mstep: Class 67 contains 276 members 
Mstep: Class 68 contains 136 members 
Mstep: Class 69 contains 419 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286108.000000 Penalty: 43036.371094
Iteration 162Q: 70 clusters Score -5.328611e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97695 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 91559 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83146 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 80251 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 89107 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 86999 members 
Mstep: Class 19 contains 52292 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 325 members 
Mstep: Class 23 contains 5123 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 273 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 84016 members 
Mstep: Class 29 contains 271 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67637 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1964 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 120387 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 326 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 238 members 
Mstep: Class 48 contains 138 members 
Mstep: Class 49 contains 148 members 
Mstep: Class 50 contains 814 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 239 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 628 members 
Mstep: Class 58 contains 3123 members 
Mstep: Class 60 contains 1147 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 155 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 550 members 
Mstep: Class 67 contains 271 members 
Mstep: Class 68 contains 137 members 
Mstep: Class 69 contains 418 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286912.000000 Penalty: 43036.371094
Iteration 163Q: 70 clusters Score -5.328691e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97686 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 91441 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1320 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83106 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80260 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 89018 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 87170 members 
Mstep: Class 19 contains 52545 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 265 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 84037 members 
Mstep: Class 29 contains 272 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67670 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 194 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1961 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 119947 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1088 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 154 members 
Mstep: Class 45 contains 327 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 239 members 
Mstep: Class 48 contains 138 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 765 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 215 members 
Mstep: Class 54 contains 237 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 567 members 
Mstep: Class 57 contains 629 members 
Mstep: Class 58 contains 3414 members 
Mstep: Class 60 contains 1149 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 171 members 
Mstep: Class 63 contains 166 members 
Mstep: Class 64 contains 416 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 559 members 
Mstep: Class 67 contains 266 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 418 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287436.000000 Penalty: 43036.371094
Iteration 164Q: 70 clusters Score -5.328744e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97650 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 91290 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83064 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 80276 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 88873 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 87429 members 
Mstep: Class 19 contains 52802 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 239 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 258 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 84076 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67735 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1957 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 119492 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1092 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 153 members 
Mstep: Class 45 contains 327 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 244 members 
Mstep: Class 48 contains 138 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 754 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 570 members 
Mstep: Class 57 contains 631 members 
Mstep: Class 58 contains 3702 members 
Mstep: Class 60 contains 1154 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 175 members 
Mstep: Class 64 contains 421 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 566 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 416 members 
Mstep: Class 71 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287852.000000 Penalty: 43036.371094
Iteration 165Q: 70 clusters Score -5.328785e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97612 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 91223 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83054 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80266 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 88688 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 87672 members 
Mstep: Class 19 contains 53055 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 247 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 84134 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 470 members 
Mstep: Class 32 contains 67772 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 705 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 119031 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1096 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 151 members 
Mstep: Class 45 contains 327 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 251 members 
Mstep: Class 48 contains 138 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 746 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 571 members 
Mstep: Class 57 contains 632 members 
Mstep: Class 58 contains 3988 members 
Mstep: Class 60 contains 1157 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 424 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 565 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 413 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288032.000000 Penalty: 43036.371094
Iteration 166Q: 70 clusters Score -5.328803e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97576 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 91144 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83019 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80248 members 
Mstep: Class 13 contains 3136 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 88495 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 87901 members 
Mstep: Class 19 contains 53300 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4976 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1343 members 
Mstep: Class 28 contains 84201 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67804 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 458 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1954 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 118628 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1097 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 150 members 
Mstep: Class 45 contains 327 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 740 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 572 members 
Mstep: Class 57 contains 633 members 
Mstep: Class 58 contains 4291 members 
Mstep: Class 60 contains 1159 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 428 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 564 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288300.000000 Penalty: 43036.371094
Iteration 167Q: 70 clusters Score -5.32883e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97537 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 91096 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82971 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80270 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 1315 members 
Mstep: Class 15 contains 88329 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 18 contains 88162 members 
Mstep: Class 19 contains 53543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1348 members 
Mstep: Class 28 contains 84211 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67833 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1955 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 118191 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1099 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 327 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 733 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 233 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 635 members 
Mstep: Class 58 contains 4565 members 
Mstep: Class 60 contains 1163 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 431 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 410 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288392.000000 Penalty: 43036.371094
Iteration 168Q: 70 clusters Score -5.328839e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97501 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 1571 members 
Mstep: Class 5 contains 91059 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1335 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82970 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80289 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 88186 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 88344 members 
Mstep: Class 19 contains 53763 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 84227 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67861 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 117785 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1099 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 327 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 732 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 636 members 
Mstep: Class 58 contains 4823 members 
Mstep: Class 60 contains 1166 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 432 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 559 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 407 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288568.000000 Penalty: 43036.371094
Iteration 169Q: 70 clusters Score -5.328857e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97423 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 90992 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82967 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80294 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 88088 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 88443 members 
Mstep: Class 19 contains 54021 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 251 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4875 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 84302 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67897 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 117344 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1098 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 329 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 728 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 639 members 
Mstep: Class 58 contains 5101 members 
Mstep: Class 60 contains 1168 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 435 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 405 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288760.000000 Penalty: 43036.371094
Iteration 170Q: 70 clusters Score -5.328876e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97277 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 90959 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82997 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80267 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 88025 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 88514 members 
Mstep: Class 19 contains 54283 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 84379 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67924 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 116910 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1095 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 725 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 642 members 
Mstep: Class 58 contains 5395 members 
Mstep: Class 60 contains 1171 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 437 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 402 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288824.000000 Penalty: 43036.371094
Iteration 171Q: 70 clusters Score -5.328882e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 97103 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 90920 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83017 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80247 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 87975 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 88573 members 
Mstep: Class 19 contains 54546 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4841 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1346 members 
Mstep: Class 28 contains 84411 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67975 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 116503 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1095 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 723 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 645 members 
Mstep: Class 58 contains 5694 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 438 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289024.000000 Penalty: 43036.371094
Iteration 172Q: 70 clusters Score -5.328902e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96930 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 90917 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83036 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80288 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 1309 members 
Mstep: Class 15 contains 87953 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 88525 members 
Mstep: Class 19 contains 54791 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 84453 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68028 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 116073 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1095 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 722 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 648 members 
Mstep: Class 58 contains 6010 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 439 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289028.000000 Penalty: 43036.371094
Iteration 173Q: 70 clusters Score -5.328903e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96763 members 
Mstep: Class 3 contains 3246 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 90901 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83014 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80318 members 
Mstep: Class 13 contains 3125 members 
Mstep: Class 14 contains 1304 members 
Mstep: Class 15 contains 87954 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 88450 members 
Mstep: Class 19 contains 55040 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4817 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1350 members 
Mstep: Class 28 contains 84508 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68079 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 115690 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1096 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 721 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 653 members 
Mstep: Class 58 contains 6338 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 439 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289052.000000 Penalty: 43036.371094
Iteration 174Q: 70 clusters Score -5.328905e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96603 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 90884 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82976 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80319 members 
Mstep: Class 13 contains 3114 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 87986 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 88393 members 
Mstep: Class 19 contains 55296 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4817 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 84532 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68136 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 115288 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1097 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 718 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 660 members 
Mstep: Class 58 contains 6687 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 439 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289324.000000 Penalty: 43036.371094
Iteration 175Q: 70 clusters Score -5.328932e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96448 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 90837 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82960 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80324 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 87987 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 88369 members 
Mstep: Class 19 contains 55533 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 84566 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68175 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 114938 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1099 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 715 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 666 members 
Mstep: Class 58 contains 7031 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 440 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 557 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289764.000000 Penalty: 43036.371094
Iteration 176Q: 70 clusters Score -5.328976e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96286 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 1592 members 
Mstep: Class 5 contains 90791 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82914 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80338 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87996 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 88393 members 
Mstep: Class 19 contains 55767 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4806 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 84603 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68204 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 114572 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1100 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 712 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 668 members 
Mstep: Class 58 contains 7343 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 441 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 558 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289972.000000 Penalty: 43036.371094
Iteration 177Q: 70 clusters Score -5.328997e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96156 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 90747 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82889 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80356 members 
Mstep: Class 13 contains 3120 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87964 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 88375 members 
Mstep: Class 19 contains 56002 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 84599 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68237 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 114289 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1099 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 712 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 668 members 
Mstep: Class 58 contains 7644 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 442 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 558 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290140.000000 Penalty: 43036.371094
Iteration 178Q: 70 clusters Score -5.329014e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95992 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 90705 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82855 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80360 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87960 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 88394 members 
Mstep: Class 19 contains 56230 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4795 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 84603 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68255 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 114020 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1098 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 712 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 668 members 
Mstep: Class 58 contains 7915 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 443 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 558 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290248.000000 Penalty: 43036.371094
Iteration 179Q: 70 clusters Score -5.329025e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95855 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 90647 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82830 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80346 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87944 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 88425 members 
Mstep: Class 19 contains 56457 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 327 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 257 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 84604 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68242 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 113788 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1099 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 710 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 668 members 
Mstep: Class 58 contains 8160 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 444 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 558 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290480.000000 Penalty: 43036.371094
Iteration 180F: 70 clusters Score -5.329048e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95728 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 90565 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82826 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80342 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87877 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 88341 members 
Mstep: Class 19 contains 56679 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 324 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1385 members 
Mstep: Class 28 contains 84603 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68245 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 113598 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1100 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 708 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 668 members 
Mstep: Class 58 contains 8507 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 187 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 140 members 
Mstep: Class 66 contains 559 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290776.000000 Penalty: 43036.371094
Iteration 181Q: 70 clusters Score -5.329078e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95611 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 1614 members 
Mstep: Class 5 contains 90503 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82821 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80359 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87817 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3739 members 
Mstep: Class 18 contains 88253 members 
Mstep: Class 19 contains 56892 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 4785 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 84581 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68248 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 113405 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1100 members 
Mstep: Class 43 contains 169 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 249 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 707 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 8845 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 193 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 141 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 256 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290984.000000 Penalty: 43036.371094
Iteration 182Q: 70 clusters Score -5.329098e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95484 members 
Mstep: Class 3 contains 2884 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 90432 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80375 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87749 members 
Mstep: Class 16 contains 217 members 
Mstep: Class 17 contains 3738 members 
Mstep: Class 18 contains 88161 members 
Mstep: Class 19 contains 57110 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 4780 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1390 members 
Mstep: Class 28 contains 84581 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68265 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 181 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 113200 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 247 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 706 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 9193 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 195 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 145 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 256 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291348.000000 Penalty: 43036.371094
Iteration 183Q: 70 clusters Score -5.329135e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95387 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 90358 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82802 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80364 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 88084 members 
Mstep: Class 19 contains 57294 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 4774 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1394 members 
Mstep: Class 28 contains 84533 members 
Mstep: Class 29 contains 274 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68265 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 182 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 113005 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1102 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 245 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 9566 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 256 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291564.000000 Penalty: 43036.371094
Iteration 184Q: 70 clusters Score -5.329156e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95314 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 90276 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82770 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80344 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87677 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 87989 members 
Mstep: Class 19 contains 57479 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 84527 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68286 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 112792 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 9942 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291688.000000 Penalty: 43036.371094
Iteration 185Q: 70 clusters Score -5.329169e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95239 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 90201 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82727 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80329 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87655 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 87896 members 
Mstep: Class 19 contains 57655 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4763 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 84532 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68289 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 112587 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 10317 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291796.000000 Penalty: 43036.371094
Iteration 186Q: 70 clusters Score -5.32918e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95163 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 90115 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82707 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80295 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87635 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 87847 members 
Mstep: Class 19 contains 57843 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4757 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 84506 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68277 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 112378 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 10673 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291920.000000 Penalty: 43036.371094
Iteration 187Q: 70 clusters Score -5.329192e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95072 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 90055 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82699 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80253 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87581 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 87796 members 
Mstep: Class 19 contains 58044 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1401 members 
Mstep: Class 28 contains 84471 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68276 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 112172 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 11041 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291864.000000 Penalty: 43036.371094
Iteration 188Q: 70 clusters Score -5.329186e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94990 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 89950 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82668 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80209 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87561 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 87721 members 
Mstep: Class 19 contains 58230 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1404 members 
Mstep: Class 28 contains 84460 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68300 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 111926 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 11470 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291896.000000 Penalty: 43036.371094
Iteration 189Q: 70 clusters Score -5.32919e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94916 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 89889 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82611 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80202 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87538 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 87644 members 
Mstep: Class 19 contains 58413 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 84453 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68329 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 111656 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 11868 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291912.000000 Penalty: 43036.371094
Iteration 190Q: 70 clusters Score -5.329191e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94839 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 1633 members 
Mstep: Class 5 contains 89844 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82565 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80197 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87530 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 87576 members 
Mstep: Class 19 contains 58621 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4728 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1409 members 
Mstep: Class 28 contains 84428 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68372 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 111337 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 12248 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291896.000000 Penalty: 43036.371094
Iteration 191Q: 70 clusters Score -5.32919e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94763 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 89785 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82554 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80172 members 
Mstep: Class 13 contains 3124 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87525 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 87483 members 
Mstep: Class 19 contains 58810 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4726 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1410 members 
Mstep: Class 28 contains 84408 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68404 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 111042 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 12622 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292040.000000 Penalty: 43036.371094
Iteration 192Q: 70 clusters Score -5.329204e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94706 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 1636 members 
Mstep: Class 5 contains 89735 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82524 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80154 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87491 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 87401 members 
Mstep: Class 19 contains 59026 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1411 members 
Mstep: Class 28 contains 84383 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68432 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 110746 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 12985 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292120.000000 Penalty: 43036.371094
Iteration 193Q: 70 clusters Score -5.329212e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94664 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 89633 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82495 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80131 members 
Mstep: Class 13 contains 3122 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87463 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 87343 members 
Mstep: Class 19 contains 59224 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4721 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1413 members 
Mstep: Class 28 contains 84410 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68439 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 110459 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 13310 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292324.000000 Penalty: 43036.371094
Iteration 194Q: 70 clusters Score -5.329232e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94625 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 89557 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82478 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80104 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87439 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 87288 members 
Mstep: Class 19 contains 59438 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1414 members 
Mstep: Class 28 contains 84385 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68468 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 110159 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 13623 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292396.000000 Penalty: 43036.371094
Iteration 195Q: 70 clusters Score -5.32924e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94572 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 89476 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82470 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80055 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87411 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 87314 members 
Mstep: Class 19 contains 59653 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1416 members 
Mstep: Class 28 contains 84349 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68505 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 109838 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 13910 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292600.000000 Penalty: 43036.371094
Iteration 196Q: 70 clusters Score -5.32926e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94497 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 89412 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82460 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80011 members 
Mstep: Class 13 contains 3109 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87395 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 87327 members 
Mstep: Class 19 contains 59850 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 84317 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68537 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 109521 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14225 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292548.000000 Penalty: 43036.371094
Iteration 197Q: 70 clusters Score -5.329255e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94438 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 89357 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82450 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79981 members 
Mstep: Class 13 contains 3102 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87362 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 87284 members 
Mstep: Class 19 contains 60057 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4713 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1425 members 
Mstep: Class 28 contains 84323 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68562 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 109229 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14534 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292800.000000 Penalty: 43036.371094
Iteration 198Q: 70 clusters Score -5.32928e+07 nChanged 2073
Entering ConstructFrom: 
Score: -53292800.000000 Penalty: 43036.371094
Entering ConstructFrom: 
Trying to split cluster 1 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -7168.152344 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -7168.152 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 55 members 
Entering Unmasked Estep 
Score: -6959.960449 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6959.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7005.667480 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -7005.667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7018.749512 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -7018.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7031.821289 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -7031.821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7057.981934 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -7057.982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7082.585449 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -7082.585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7098.101562 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -7098.102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7111.470703 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -7111.471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7117.576660 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -7117.577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7119.336914 Penalty: 437.165894
	Iteration 9Q: 3 clusters Score -7119.337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7121.869141 Penalty: 437.165894
	Iteration 10Q: 3 clusters Score -7121.869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7129.148926 Penalty: 437.165894
	Iteration 11Q: 3 clusters Score -7129.149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7135.954102 Penalty: 437.165894
	Iteration 12Q: 3 clusters Score -7135.954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7144.938477 Penalty: 437.165894
	Iteration 13Q: 3 clusters Score -7144.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7149.706055 Penalty: 437.165894
	Iteration 14Q: 3 clusters Score -7149.706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7160.524414 Penalty: 437.165894
	Iteration 15Q: 3 clusters Score -7160.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7190.717773 Penalty: 437.165894
	Iteration 16Q: 3 clusters Score -7190.718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7222.709473 Penalty: 437.165894
	Iteration 17Q: 3 clusters Score -7222.709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7222.709473 Penalty: 437.165894
	Iteration 18F: 3 clusters Score -7222.709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 42 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292612.000000 Penalty: 43660.085938
Splitting cluster 1 changes total score from -53292800.000000 to -53292612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (94374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Entering Unmasked Estep 
Score: -5826658.000000 Penalty: 521.203430
	Iteration 0F: 2 clusters Score -5826658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5764617.000000 Penalty: 1042.406860
	Iteration 0F: 3 clusters Score -5764617 nChanged 46201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5793136.000000 Penalty: 1042.406860
	Iteration 1F: 3 clusters Score -5793136 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5795215.500000 Penalty: 1042.406860
	Iteration 2Q: 3 clusters Score -5795216 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5798975.500000 Penalty: 1042.406860
	Iteration 3F: 3 clusters Score -5798976 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -5804646.500000 Penalty: 1042.406860
	Iteration 4F: 3 clusters Score -5804646 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -5810438.500000 Penalty: 1042.406860
	Iteration 5F: 3 clusters Score -5810438 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5813326.000000 Penalty: 1042.406860
	Iteration 6F: 3 clusters Score -5813326 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -5814262.000000 Penalty: 1042.406860
	Iteration 7Q: 3 clusters Score -5814262 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -5814591.000000 Penalty: 1042.406860
	Iteration 8Q: 3 clusters Score -5814591 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5814738.500000 Penalty: 1042.406860
	Iteration 9Q: 3 clusters Score -5814738 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -5814874.000000 Penalty: 1042.406860
	Iteration 10Q: 3 clusters Score -5814874 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5814994.500000 Penalty: 1042.406860
	Iteration 11Q: 3 clusters Score -5814994 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5815177.500000 Penalty: 1042.406860
	Iteration 12Q: 3 clusters Score -5815178 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5815356.000000 Penalty: 1042.406860
	Iteration 13Q: 3 clusters Score -5815356 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -5815512.500000 Penalty: 1042.406860
	Iteration 14Q: 3 clusters Score -5815512 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -5815663.000000 Penalty: 1042.406860
	Iteration 15Q: 3 clusters Score -5815663 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5815824.000000 Penalty: 1042.406860
	Iteration 16Q: 3 clusters Score -5815824 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5815974.000000 Penalty: 1042.406860
	Iteration 17Q: 3 clusters Score -5815974 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5816125.000000 Penalty: 1042.406860
	Iteration 18Q: 3 clusters Score -5816125 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5816316.000000 Penalty: 1042.406860
	Iteration 19Q: 3 clusters Score -5816316 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -5816560.000000 Penalty: 1042.406860
	Iteration 20F: 3 clusters Score -5816560 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5816890.000000 Penalty: 1042.406860
	Iteration 21Q: 3 clusters Score -5816890 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5817181.500000 Penalty: 1042.406860
	Iteration 22Q: 3 clusters Score -5817182 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -5817526.000000 Penalty: 1042.406860
	Iteration 23Q: 3 clusters Score -5817526 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -5817842.500000 Penalty: 1042.406860
	Iteration 24Q: 3 clusters Score -5817842 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -5818218.500000 Penalty: 1042.406860
	Iteration 25Q: 3 clusters Score -5818218 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5818663.000000 Penalty: 1042.406860
	Iteration 26Q: 3 clusters Score -5818663 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -5819098.000000 Penalty: 1042.406860
	Iteration 27Q: 3 clusters Score -5819098 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -5819486.500000 Penalty: 1042.406860
	Iteration 28Q: 3 clusters Score -5819486 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -5819866.000000 Penalty: 1042.406860
	Iteration 29Q: 3 clusters Score -5819866 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -5820188.500000 Penalty: 1042.406860
	Iteration 30Q: 3 clusters Score -5820188 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -5820542.000000 Penalty: 1042.406860
	Iteration 31Q: 3 clusters Score -5820542 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -5820835.500000 Penalty: 1042.406860
	Iteration 32Q: 3 clusters Score -5820836 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -5821225.500000 Penalty: 1042.406860
	Iteration 33Q: 3 clusters Score -5821226 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -5821606.000000 Penalty: 1042.406860
	Iteration 34Q: 3 clusters Score -5821606 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -5822006.000000 Penalty: 1042.406860
	Iteration 35Q: 3 clusters Score -5822006 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -5822362.500000 Penalty: 1042.406860
	Iteration 36Q: 3 clusters Score -5822362 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -5822647.000000 Penalty: 1042.406860
	Iteration 37Q: 3 clusters Score -5822647 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -5822910.000000 Penalty: 1042.406860
	Iteration 38Q: 3 clusters Score -5822910 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -5823158.500000 Penalty: 1042.406860
	Iteration 39Q: 3 clusters Score -5823158 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -5823441.000000 Penalty: 1042.406860
	Iteration 40F: 3 clusters Score -5823441 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -5823734.500000 Penalty: 1042.406860
	Iteration 41Q: 3 clusters Score -5823734 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -5824050.500000 Penalty: 1042.406860
	Iteration 42Q: 3 clusters Score -5824050 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -5824348.500000 Penalty: 1042.406860
	Iteration 43Q: 3 clusters Score -5824348 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -5824577.500000 Penalty: 1042.406860
	Iteration 44Q: 3 clusters Score -5824578 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -5824819.500000 Penalty: 1042.406860
	Iteration 45Q: 3 clusters Score -5824820 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -5825099.000000 Penalty: 1042.406860
	Iteration 46Q: 3 clusters Score -5825099 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -5825366.000000 Penalty: 1042.406860
	Iteration 47Q: 3 clusters Score -5825366 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -5825615.500000 Penalty: 1042.406860
	Iteration 48Q: 3 clusters Score -5825616 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -5825835.500000 Penalty: 1042.406860
	Iteration 49Q: 3 clusters Score -5825836 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -5826096.500000 Penalty: 1042.406860
	Iteration 50Q: 3 clusters Score -5826096 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -5826335.500000 Penalty: 1042.406860
	Iteration 51Q: 3 clusters Score -5826336 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -5826442.500000 Penalty: 1042.406860
	Iteration 52Q: 3 clusters Score -5826442 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -5826598.500000 Penalty: 1042.406860
	Iteration 53Q: 3 clusters Score -5826598 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -5826673.500000 Penalty: 1042.406860
	Iteration 54Q: 3 clusters Score -5826674 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -5826838.500000 Penalty: 1042.406860
	Iteration 55Q: 3 clusters Score -5826838 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -5826912.000000 Penalty: 1042.406860
	Iteration 56Q: 3 clusters Score -5826912 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -5826877.500000 Penalty: 1042.406860
	Iteration 57Q: 3 clusters Score -5826878 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -5826895.000000 Penalty: 1042.406860
	Iteration 58Q: 3 clusters Score -5826895 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -5826898.500000 Penalty: 1042.406860
	Iteration 59Q: 3 clusters Score -5826898 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -5826890.000000 Penalty: 1042.406860
	Iteration 60F: 3 clusters Score -5826890 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -5826856.000000 Penalty: 1042.406860
	Iteration 61Q: 3 clusters Score -5826856 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -5826853.500000 Penalty: 1042.406860
	Iteration 62Q: 3 clusters Score -5826854 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -5826812.500000 Penalty: 1042.406860
	Iteration 63Q: 3 clusters Score -5826812 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -5826802.500000 Penalty: 1042.406860
	Iteration 64Q: 3 clusters Score -5826802 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -5826762.000000 Penalty: 1042.406860
	Iteration 65Q: 3 clusters Score -5826762 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -5826741.000000 Penalty: 1042.406860
	Iteration 66Q: 3 clusters Score -5826741 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -5826751.500000 Penalty: 1042.406860
	Iteration 67Q: 3 clusters Score -5826752 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -5826770.500000 Penalty: 1042.406860
	Iteration 68Q: 3 clusters Score -5826770 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -5826753.500000 Penalty: 1042.406860
	Iteration 69Q: 3 clusters Score -5826754 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -5826739.000000 Penalty: 1042.406860
	Iteration 70Q: 3 clusters Score -5826739 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -5826748.500000 Penalty: 1042.406860
	Iteration 71Q: 3 clusters Score -5826748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -5826721.500000 Penalty: 1042.406860
	Iteration 72Q: 3 clusters Score -5826722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -5826698.500000 Penalty: 1042.406860
	Iteration 73Q: 3 clusters Score -5826698 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -5826671.000000 Penalty: 1042.406860
	Iteration 74Q: 3 clusters Score -5826671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -5826673.500000 Penalty: 1042.406860
	Iteration 75Q: 3 clusters Score -5826674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -5826648.500000 Penalty: 1042.406860
	Iteration 76Q: 3 clusters Score -5826648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -5826631.500000 Penalty: 1042.406860
	Iteration 77Q: 3 clusters Score -5826632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -5826608.500000 Penalty: 1042.406860
	Iteration 78Q: 3 clusters Score -5826608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -5826605.500000 Penalty: 1042.406860
	Iteration 79Q: 3 clusters Score -5826606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -5826608.000000 Penalty: 1042.406860
	Iteration 80F: 3 clusters Score -5826608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -5826607.000000 Penalty: 1042.406860
	Iteration 81Q: 3 clusters Score -5826607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -5826600.500000 Penalty: 1042.406860
	Iteration 82Q: 3 clusters Score -5826600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -5826584.000000 Penalty: 1042.406860
	Iteration 83Q: 3 clusters Score -5826584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -5826567.500000 Penalty: 1042.406860
	Iteration 84Q: 3 clusters Score -5826568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -5826548.500000 Penalty: 1042.406860
	Iteration 85Q: 3 clusters Score -5826548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -5826537.500000 Penalty: 1042.406860
	Iteration 86Q: 3 clusters Score -5826538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -5826531.000000 Penalty: 1042.406860
	Iteration 87Q: 3 clusters Score -5826531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -5826510.500000 Penalty: 1042.406860
	Iteration 88Q: 3 clusters Score -5826510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -5826505.500000 Penalty: 1042.406860
	Iteration 89Q: 3 clusters Score -5826506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -5826503.500000 Penalty: 1042.406860
	Iteration 90Q: 3 clusters Score -5826504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -5826486.000000 Penalty: 1042.406860
	Iteration 91Q: 3 clusters Score -5826486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -5826496.500000 Penalty: 1042.406860
	Iteration 92Q: 3 clusters Score -5826496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -5826497.500000 Penalty: 1042.406860
	Iteration 93Q: 3 clusters Score -5826498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -5826503.000000 Penalty: 1042.406860
	Iteration 94Q: 3 clusters Score -5826503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -5826495.000000 Penalty: 1042.406860
	Iteration 95Q: 3 clusters Score -5826495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -5826502.000000 Penalty: 1042.406860
	Iteration 96Q: 3 clusters Score -5826502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -5826509.500000 Penalty: 1042.406860
	Iteration 97Q: 3 clusters Score -5826510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -5826499.000000 Penalty: 1042.406860
	Iteration 98Q: 3 clusters Score -5826499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -5826497.000000 Penalty: 1042.406860
	Iteration 99Q: 3 clusters Score -5826497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -5826487.500000 Penalty: 1042.406860
	Iteration 100F: 3 clusters Score -5826488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -5826490.000000 Penalty: 1042.406860
	Iteration 101Q: 3 clusters Score -5826490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -5826499.500000 Penalty: 1042.406860
	Iteration 102Q: 3 clusters Score -5826500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -5826492.500000 Penalty: 1042.406860
	Iteration 103Q: 3 clusters Score -5826492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -5826481.500000 Penalty: 1042.406860
	Iteration 104Q: 3 clusters Score -5826482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -5826479.000000 Penalty: 1042.406860
	Iteration 105Q: 3 clusters Score -5826479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -5826483.000000 Penalty: 1042.406860
	Iteration 106Q: 3 clusters Score -5826483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -5826497.000000 Penalty: 1042.406860
	Iteration 107Q: 3 clusters Score -5826497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -5826486.000000 Penalty: 1042.406860
	Iteration 108Q: 3 clusters Score -5826486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -5826488.000000 Penalty: 1042.406860
	Iteration 109Q: 3 clusters Score -5826488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -5826491.500000 Penalty: 1042.406860
	Iteration 110Q: 3 clusters Score -5826492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -5826484.500000 Penalty: 1042.406860
	Iteration 111Q: 3 clusters Score -5826484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -5826481.500000 Penalty: 1042.406860
	Iteration 112Q: 3 clusters Score -5826482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -5826471.500000 Penalty: 1042.406860
	Iteration 113Q: 3 clusters Score -5826472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -5826472.500000 Penalty: 1042.406860
	Iteration 114Q: 3 clusters Score -5826472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -5826473.500000 Penalty: 1042.406860
	Iteration 115Q: 3 clusters Score -5826474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -5826472.000000 Penalty: 1042.406860
	Iteration 116Q: 3 clusters Score -5826472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -5826471.500000 Penalty: 1042.406860
	Iteration 117Q: 3 clusters Score -5826472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -5826469.500000 Penalty: 1042.406860
	Iteration 118Q: 3 clusters Score -5826470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -5826474.000000 Penalty: 1042.406860
	Iteration 119Q: 3 clusters Score -5826474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -5826470.000000 Penalty: 1042.406860
	Iteration 120F: 3 clusters Score -5826470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -5826469.500000 Penalty: 1042.406860
	Iteration 121Q: 3 clusters Score -5826470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -5826472.000000 Penalty: 1042.406860
	Iteration 122Q: 3 clusters Score -5826472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -5826472.000000 Penalty: 1042.406860
	Iteration 123F: 3 clusters Score -5826472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -172855.703125 Penalty: 358.524994
	Iteration 0F: 2 clusters Score -172855.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -170975.406250 Penalty: 717.049988
	Iteration 0F: 3 clusters Score -170975.4 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -171601.062500 Penalty: 717.049988
	Iteration 1F: 3 clusters Score -171601.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -171663.531250 Penalty: 717.049988
	Iteration 2F: 3 clusters Score -171663.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -171720.250000 Penalty: 717.049988
	Iteration 3Q: 3 clusters Score -171720.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -171789.906250 Penalty: 717.049988
	Iteration 4Q: 3 clusters Score -171789.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -171852.781250 Penalty: 717.049988
	Iteration 5Q: 3 clusters Score -171852.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -171941.609375 Penalty: 717.049988
	Iteration 6Q: 3 clusters Score -171941.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -172042.359375 Penalty: 717.049988
	Iteration 7Q: 3 clusters Score -172042.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -172164.453125 Penalty: 717.049988
	Iteration 8F: 3 clusters Score -172164.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -172268.500000 Penalty: 717.049988
	Iteration 9Q: 3 clusters Score -172268.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -172359.265625 Penalty: 717.049988
	Iteration 10Q: 3 clusters Score -172359.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -172420.500000 Penalty: 717.049988
	Iteration 11Q: 3 clusters Score -172420.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -172468.875000 Penalty: 717.049988
	Iteration 12Q: 3 clusters Score -172468.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -172487.046875 Penalty: 717.049988
	Iteration 13Q: 3 clusters Score -172487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -172498.406250 Penalty: 717.049988
	Iteration 14Q: 3 clusters Score -172498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -172518.218750 Penalty: 717.049988
	Iteration 15Q: 3 clusters Score -172518.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -172534.203125 Penalty: 717.049988
	Iteration 16Q: 3 clusters Score -172534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -172546.890625 Penalty: 717.049988
	Iteration 17Q: 3 clusters Score -172546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -172551.500000 Penalty: 717.049988
	Iteration 18Q: 3 clusters Score -172551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -172555.453125 Penalty: 717.049988
	Iteration 19Q: 3 clusters Score -172555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -172560.906250 Penalty: 717.049988
	Iteration 20F: 3 clusters Score -172560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -172563.484375 Penalty: 717.049988
	Iteration 21Q: 3 clusters Score -172563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -172564.281250 Penalty: 717.049988
	Iteration 22Q: 3 clusters Score -172564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -172564.281250 Penalty: 717.049988
	Iteration 23F: 3 clusters Score -172564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -104036.203125 Penalty: 337.609100
	Iteration 0F: 2 clusters Score -104036.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -102773.531250 Penalty: 675.218201
	Iteration 0F: 3 clusters Score -102773.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -103185.023438 Penalty: 675.218201
	Iteration 1F: 3 clusters Score -103185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103294.453125 Penalty: 675.218201
	Iteration 2F: 3 clusters Score -103294.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103427.664062 Penalty: 675.218201
	Iteration 3F: 3 clusters Score -103427.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103556.250000 Penalty: 675.218201
	Iteration 4F: 3 clusters Score -103556.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -103648.562500 Penalty: 675.218201
	Iteration 5F: 3 clusters Score -103648.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -103724.789062 Penalty: 675.218201
	Iteration 6Q: 3 clusters Score -103724.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -103780.007812 Penalty: 675.218201
	Iteration 7Q: 3 clusters Score -103780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -103805.937500 Penalty: 675.218201
	Iteration 8Q: 3 clusters Score -103805.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -103828.921875 Penalty: 675.218201
	Iteration 9Q: 3 clusters Score -103828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -103852.976562 Penalty: 675.218201
	Iteration 10Q: 3 clusters Score -103853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -103860.921875 Penalty: 675.218201
	Iteration 11Q: 3 clusters Score -103860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -103862.289062 Penalty: 675.218201
	Iteration 12Q: 3 clusters Score -103862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -103863.226562 Penalty: 675.218201
	Iteration 13Q: 3 clusters Score -103863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -103863.226562 Penalty: 675.218201
	Iteration 14F: 3 clusters Score -103863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Entering Unmasked Estep 
Score: -5570902.000000 Penalty: 518.698608
	Iteration 0F: 2 clusters Score -5570902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5511737.500000 Penalty: 1037.397217
	Iteration 0F: 3 clusters Score -5511738 nChanged 43695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5540521 nChanged 5759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5543705 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5548844 nChanged 6639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5555137 nChanged 5661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5559286 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -5560404.500000 Penalty: 1037.397217
	Iteration 6Q: 3 clusters Score -5560404 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -5560585.000000 Penalty: 1037.397217
	Iteration 7Q: 3 clusters Score -5560585 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5560626 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -5560668.500000 Penalty: 1037.397217
	Iteration 9Q: 3 clusters Score -5560668 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -5560722.000000 Penalty: 1037.397217
	Iteration 10Q: 3 clusters Score -5560722 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -5560728.500000 Penalty: 1037.397217
	Iteration 11Q: 3 clusters Score -5560728 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -5560716.000000 Penalty: 1037.397217
	Iteration 12Q: 3 clusters Score -5560716 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -5560738.500000 Penalty: 1037.397217
	Iteration 13Q: 3 clusters Score -5560738 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -5560711.000000 Penalty: 1037.397217
	Iteration 14Q: 3 clusters Score -5560711 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -5560663.000000 Penalty: 1037.397217
	Iteration 15Q: 3 clusters Score -5560663 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -5560655.000000 Penalty: 1037.397217
	Iteration 16Q: 3 clusters Score -5560655 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -5560599.500000 Penalty: 1037.397217
	Iteration 17Q: 3 clusters Score -5560600 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -5560577.000000 Penalty: 1037.397217
	Iteration 18Q: 3 clusters Score -5560577 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -5560523.500000 Penalty: 1037.397217
	Iteration 19Q: 3 clusters Score -5560524 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -5560444.000000 Penalty: 1037.397217
	Iteration 20F: 3 clusters Score -5560444 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -5560395.500000 Penalty: 1037.397217
	Iteration 21Q: 3 clusters Score -5560396 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -5560337.500000 Penalty: 1037.397217
	Iteration 22Q: 3 clusters Score -5560338 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -5560300.500000 Penalty: 1037.397217
	Iteration 23Q: 3 clusters Score -5560300 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -5560273.500000 Penalty: 1037.397217
	Iteration 24Q: 3 clusters Score -5560274 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -5560180.500000 Penalty: 1037.397217
	Iteration 25Q: 3 clusters Score -5560180 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -5560169.500000 Penalty: 1037.397217
	Iteration 26Q: 3 clusters Score -5560170 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -5560187.000000 Penalty: 1037.397217
	Iteration 27Q: 3 clusters Score -5560187 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -5560141.000000 Penalty: 1037.397217
	Iteration 28Q: 3 clusters Score -5560141 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5560135 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -5560131.500000 Penalty: 1037.397217
	Iteration 30Q: 3 clusters Score -5560132 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5560094 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -5560125.000000 Penalty: 1037.397217
	Iteration 32Q: 3 clusters Score -5560125 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5560159.500000 Penalty: 1037.397217
	Iteration 33Q: 3 clusters Score -5560160 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5560146.000000 Penalty: 1037.397217
	Iteration 34Q: 3 clusters Score -5560146 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -5560132.500000 Penalty: 1037.397217
	Iteration 35Q: 3 clusters Score -5560132 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5560149.500000 Penalty: 1037.397217
	Iteration 36Q: 3 clusters Score -5560150 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5560139.500000 Penalty: 1037.397217
	Iteration 37Q: 3 clusters Score -5560140 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5560146 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5560138.500000 Penalty: 1037.397217
	Iteration 39Q: 3 clusters Score -5560138 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5560140.500000 Penalty: 1037.397217
	Iteration 40F: 3 clusters Score -5560140 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -5560136.500000 Penalty: 1037.397217
	Iteration 41Q: 3 clusters Score -5560136 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5560139 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5560150.000000 Penalty: 1037.397217
	Iteration 43Q: 3 clusters Score -5560150 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -5560147.500000 Penalty: 1037.397217
	Iteration 44Q: 3 clusters Score -5560148 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5560135.000000 Penalty: 1037.397217
	Iteration 45Q: 3 clusters Score -5560135 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -5560200.000000 Penalty: 1037.397217
	Iteration 46Q: 3 clusters Score -5560200 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -5560244.500000 Penalty: 1037.397217
	Iteration 47Q: 3 clusters Score -5560244 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5560298.000000 Penalty: 1037.397217
	Iteration 48Q: 3 clusters Score -5560298 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5560373 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5560584 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5560760.000000 Penalty: 1037.397217
	Iteration 51Q: 3 clusters Score -5560760 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5560940 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5561293 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5561714 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5562132.500000 Penalty: 1037.397217
	Iteration 55Q: 3 clusters Score -5562132 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5562706.000000 Penalty: 1037.397217
	Iteration 56Q: 3 clusters Score -5562706 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5563424 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -5564227.500000 Penalty: 1037.397217
	Iteration 58Q: 3 clusters Score -5564228 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5565253.500000 Penalty: 1037.397217
	Iteration 59Q: 3 clusters Score -5565254 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5566130 nChanged 1553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5566847 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5567455 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5567952 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5568430 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5568827 nChanged 801
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5569157.000000 Penalty: 1037.397217
	Iteration 66Q: 3 clusters Score -5569157 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5569390 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5569597.500000 Penalty: 1037.397217
	Iteration 68Q: 3 clusters Score -5569598 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5569784.500000 Penalty: 1037.397217
	Iteration 69Q: 3 clusters Score -5569784 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5569936.000000 Penalty: 1037.397217
	Iteration 70Q: 3 clusters Score -5569936 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5570060 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5570134.500000 Penalty: 1037.397217
	Iteration 72Q: 3 clusters Score -5570134 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5570179.000000 Penalty: 1037.397217
	Iteration 73Q: 3 clusters Score -5570179 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5570224 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5570260 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5570290 nChanged 67
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Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5570310 nChanged 60
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Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5570336.500000 Penalty: 1037.397217
	Iteration 78Q: 3 clusters Score -5570336 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5570360.500000 Penalty: 1037.397217
	Iteration 79Q: 3 clusters Score -5570360 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5570391.500000 Penalty: 1037.397217
	Iteration 80F: 3 clusters Score -5570392 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5570411.500000 Penalty: 1037.397217
	Iteration 81Q: 3 clusters Score -5570412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5570420.000000 Penalty: 1037.397217
	Iteration 82Q: 3 clusters Score -5570420 nChanged 15
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Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5570423.000000 Penalty: 1037.397217
	Iteration 83Q: 3 clusters Score -5570423 nChanged 13
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Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5570426.500000 Penalty: 1037.397217
	Iteration 84Q: 3 clusters Score -5570426 nChanged 15
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Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5570433 nChanged 14
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Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5570438.000000 Penalty: 1037.397217
	Iteration 86Q: 3 clusters Score -5570438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5570441.500000 Penalty: 1037.397217
	Iteration 87Q: 3 clusters Score -5570442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5570447.000000 Penalty: 1037.397217
	Iteration 88Q: 3 clusters Score -5570447 nChanged 4
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Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5570452 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5570448 nChanged 3
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Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5570452.500000 Penalty: 1037.397217
	Iteration 91Q: 3 clusters Score -5570452 nChanged 2
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Entering Unmasked Estep 
Score: -5570451.500000 Penalty: 1037.397217
	Iteration 92Q: 3 clusters Score -5570452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5570453.000000 Penalty: 1037.397217
	Iteration 93Q: 3 clusters Score -5570453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5570453.000000 Penalty: 1037.397217
	Iteration 94Q: 3 clusters Score -5570453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5570454.500000 Penalty: 1037.397217
	Iteration 95Q: 3 clusters Score -5570454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5570454.000000 Penalty: 1037.397217
	Iteration 96Q: 3 clusters Score -5570454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5570454.000000 Penalty: 1037.397217
	Iteration 97F: 3 clusters Score -5570454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -26294.726562 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -26294.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25840.357422 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25840.36 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25925.552734 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25925.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25945.644531 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25945.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25974.486328 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -25974.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25994.019531 Penalty: 555.941528
	Iteration 4F: 3 clusters Score -25994.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26029.880859 Penalty: 555.941528
	Iteration 5F: 3 clusters Score -26029.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26076.101562 Penalty: 555.941528
	Iteration 6F: 3 clusters Score -26076.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26105.925781 Penalty: 555.941528
	Iteration 7F: 3 clusters Score -26105.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26116.503906 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -26116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26119.011719 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -26119.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26122.083984 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -26122.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26126.373047 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -26126.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26130.851562 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -26130.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -26132.039062 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -26132.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -26143.818359 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -26143.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -26149.015625 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -26149.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -26151.910156 Penalty: 555.941528
	Iteration 16Q: 3 clusters Score -26151.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -26152.591797 Penalty: 555.941528
	Iteration 17Q: 3 clusters Score -26152.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -26152.591797 Penalty: 555.941528
	Iteration 18F: 3 clusters Score -26152.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -84710.921875 Penalty: 328.825592
	Iteration 0F: 2 clusters Score -84710.92 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 672 members 
Entering Unmasked Estep 
Score: -83695.695312 Penalty: 657.651184
	Iteration 0F: 3 clusters Score -83695.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -84018.757812 Penalty: 657.651184
	Iteration 1F: 3 clusters Score -84018.76 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84087.148438 Penalty: 657.651184
	Iteration 2F: 3 clusters Score -84087.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -84143.757812 Penalty: 657.651184
	Iteration 3F: 3 clusters Score -84143.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -84182.593750 Penalty: 657.651184
	Iteration 4Q: 3 clusters Score -84182.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84219.695312 Penalty: 657.651184
	Iteration 5Q: 3 clusters Score -84219.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84270.585938 Penalty: 657.651184
	Iteration 6Q: 3 clusters Score -84270.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84310.382812 Penalty: 657.651184
	Iteration 7Q: 3 clusters Score -84310.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -84345.320312 Penalty: 657.651184
	Iteration 8Q: 3 clusters Score -84345.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84380.039062 Penalty: 657.651184
	Iteration 9Q: 3 clusters Score -84380.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84408.460938 Penalty: 657.651184
	Iteration 10Q: 3 clusters Score -84408.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84425.484375 Penalty: 657.651184
	Iteration 11Q: 3 clusters Score -84425.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84436.929688 Penalty: 657.651184
	Iteration 12Q: 3 clusters Score -84436.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84443.992188 Penalty: 657.651184
	Iteration 13Q: 3 clusters Score -84443.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84448.875000 Penalty: 657.651184
	Iteration 14Q: 3 clusters Score -84448.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84453.695312 Penalty: 657.651184
	Iteration 15Q: 3 clusters Score -84453.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84457.781250 Penalty: 657.651184
	Iteration 16Q: 3 clusters Score -84457.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84459.609375 Penalty: 657.651184
	Iteration 17Q: 3 clusters Score -84459.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84459.937500 Penalty: 657.651184
	Iteration 18Q: 3 clusters Score -84459.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84460.500000 Penalty: 657.651184
	Iteration 19Q: 3 clusters Score -84460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84461.179688 Penalty: 657.651184
	Iteration 20F: 3 clusters Score -84461.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84462.515625 Penalty: 657.651184
	Iteration 21Q: 3 clusters Score -84462.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84464.796875 Penalty: 657.651184
	Iteration 22Q: 3 clusters Score -84464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84466.218750 Penalty: 657.651184
	Iteration 23Q: 3 clusters Score -84466.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84466.781250 Penalty: 657.651184
	Iteration 24Q: 3 clusters Score -84466.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84467.093750 Penalty: 657.651184
	Iteration 25Q: 3 clusters Score -84467.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84467.234375 Penalty: 657.651184
	Iteration 26Q: 3 clusters Score -84467.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84467.234375 Penalty: 657.651184
	Iteration 27F: 3 clusters Score -84467.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 85 members 
Entering Unmasked Estep 
Score: -9753.362305 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9753.362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9856.566406 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9856.566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9916.326172 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9916.326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9994.463867 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -9994.464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10033.886719 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -10033.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10039.521484 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10039.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10047.691406 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10047.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10047.691406 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10047.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 117 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 55 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292588.000000 Penalty: 43660.085938
Splitting cluster 8 changes total score from -53292800.000000 to -53292588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (82439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Entering Unmasked Estep 
Score: -5125020.500000 Penalty: 515.051514
	Iteration 0F: 2 clusters Score -5125020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -5070333.000000 Penalty: 1030.103027
	Iteration 0F: 3 clusters Score -5070333 nChanged 40150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5095010.000000 Penalty: 1030.103027
	Iteration 1F: 3 clusters Score -5095010 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5096583.000000 Penalty: 1030.103027
	Iteration 2Q: 3 clusters Score -5096583 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5099300.500000 Penalty: 1030.103027
	Iteration 3F: 3 clusters Score -5099300 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -5104262.500000 Penalty: 1030.103027
	Iteration 4F: 3 clusters Score -5104262 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5111822.000000 Penalty: 1030.103027
	Iteration 5F: 3 clusters Score -5111822 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5117344.000000 Penalty: 1030.103027
	Iteration 6F: 3 clusters Score -5117344 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5119080.500000 Penalty: 1030.103027
	Iteration 7Q: 3 clusters Score -5119080 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5119657.500000 Penalty: 1030.103027
	Iteration 8Q: 3 clusters Score -5119658 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5120036.000000 Penalty: 1030.103027
	Iteration 9Q: 3 clusters Score -5120036 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5120304.000000 Penalty: 1030.103027
	Iteration 10Q: 3 clusters Score -5120304 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5120459.500000 Penalty: 1030.103027
	Iteration 11Q: 3 clusters Score -5120460 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -5120522.000000 Penalty: 1030.103027
	Iteration 12Q: 3 clusters Score -5120522 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -5120560.000000 Penalty: 1030.103027
	Iteration 13Q: 3 clusters Score -5120560 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -5120600.500000 Penalty: 1030.103027
	Iteration 14Q: 3 clusters Score -5120600 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5120641.500000 Penalty: 1030.103027
	Iteration 15Q: 3 clusters Score -5120642 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5120646.500000 Penalty: 1030.103027
	Iteration 16Q: 3 clusters Score -5120646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5120645.000000 Penalty: 1030.103027
	Iteration 17Q: 3 clusters Score -5120645 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 30493 members 
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Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54969 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5120774 nChanged 438
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Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5120807 nChanged 428
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Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5120831 nChanged 460
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Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5120880 nChanged 466
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Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5120909 nChanged 513
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Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5120992 nChanged 552
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Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5121040 nChanged 530
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Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5121104 nChanged 538
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Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5121126 nChanged 565
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Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5121188 nChanged 568
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Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5121238 nChanged 562
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Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5121369 nChanged 602
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Mstep: Class 1 contains 63301 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5121447 nChanged 598
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Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17941 members 
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	Iteration 48Q: 3 clusters Score -5121546 nChanged 594
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Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5121606 nChanged 619
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Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67689 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68969 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69572 members 
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	Iteration 56Q: 3 clusters Score -5122212 nChanged 611
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Mstep: Class 2 contains 12256 members 
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Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5122337 nChanged 594
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Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 11064 members 
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Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 10516 members 
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	Iteration 60F: 3 clusters Score -5122552 nChanged 533
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Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 9983 members 
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	Iteration 61Q: 3 clusters Score -5122616 nChanged 512
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	Iteration 63Q: 3 clusters Score -5122744 nChanged 479
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	Iteration 69Q: 3 clusters Score -5123667 nChanged 459
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Mstep: Class 1 contains 76842 members 
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	Iteration 70Q: 3 clusters Score -5123845 nChanged 408
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Mstep: Class 1 contains 77250 members 
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	Iteration 72Q: 3 clusters Score -5124155 nChanged 350
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Mstep: Class 1 contains 77979 members 
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Mstep: Class 2 contains 3853 members 
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Mstep: Class 1 contains 79070 members 
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Mstep: Class 1 contains 79646 members 
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	Iteration 80F: 3 clusters Score -5124674 nChanged 143
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Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 2654 members 
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	Iteration 81Q: 3 clusters Score -5124710 nChanged 153
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Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 2503 members 
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	Iteration 82Q: 3 clusters Score -5124735 nChanged 135
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Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 2370 members 
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	Iteration 83Q: 3 clusters Score -5124768 nChanged 125
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Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 2247 members 
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	Iteration 84Q: 3 clusters Score -5124763 nChanged 116
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Mstep: Class 1 contains 80306 members 
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Mstep: Class 1 contains 80417 members 
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Mstep: Class 2 contains 1921 members 
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Mstep: Class 1 contains 80697 members 
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	Iteration 89Q: 3 clusters Score -5124814 nChanged 72
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	Iteration 90Q: 3 clusters Score -5124816 nChanged 77
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Mstep: Class 1 contains 80846 members 
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	Iteration 91Q: 3 clusters Score -5124822 nChanged 76
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Mstep: Class 1 contains 80920 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5124823 nChanged 70
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Mstep: Class 2 contains 1455 members 
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	Iteration 93Q: 3 clusters Score -5124815 nChanged 66
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Mstep: Class 2 contains 1393 members 
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	Iteration 94Q: 3 clusters Score -5124818 nChanged 56
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Mstep: Class 2 contains 1339 members 
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	Iteration 95Q: 3 clusters Score -5124822 nChanged 56
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Mstep: Class 2 contains 1289 members 
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	Iteration 96Q: 3 clusters Score -5124835 nChanged 42
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	Iteration 97Q: 3 clusters Score -5124846 nChanged 31
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	Iteration 99Q: 3 clusters Score -5124860 nChanged 25
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Mstep: Class 2 contains 1167 members 
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	Iteration 100F: 3 clusters Score -5124869 nChanged 16
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Mstep: Class 1 contains 81284 members 
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	Iteration 101Q: 3 clusters Score -5124880 nChanged 12
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Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5124885 nChanged 7
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Mstep: Class 2 contains 1125 members 
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Mstep: Class 2 contains 1115 members 
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	Iteration 105Q: 3 clusters Score -5124880 nChanged 11
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5124878 nChanged 10
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5124874 nChanged 14
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	Iteration 108Q: 3 clusters Score -5124870 nChanged 21
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	Iteration 109Q: 3 clusters Score -5124880 nChanged 23
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	Iteration 110Q: 3 clusters Score -5124886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5124884.500000 Penalty: 1030.103027
	Iteration 111Q: 3 clusters Score -5124884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5124873.000000 Penalty: 1030.103027
	Iteration 112Q: 3 clusters Score -5124873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5124873.500000 Penalty: 1030.103027
	Iteration 113Q: 3 clusters Score -5124874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5124874.500000 Penalty: 1030.103027
	Iteration 114Q: 3 clusters Score -5124874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5124878.500000 Penalty: 1030.103027
	Iteration 115Q: 3 clusters Score -5124878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5124880.000000 Penalty: 1030.103027
	Iteration 116Q: 3 clusters Score -5124880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5124886.500000 Penalty: 1030.103027
	Iteration 117Q: 3 clusters Score -5124886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5124886.500000 Penalty: 1030.103027
	Iteration 118Q: 3 clusters Score -5124886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5124887.000000 Penalty: 1030.103027
	Iteration 119Q: 3 clusters Score -5124887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5124894.500000 Penalty: 1030.103027
	Iteration 120F: 3 clusters Score -5124894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5124894.500000 Penalty: 1030.103027
	Iteration 121Q: 3 clusters Score -5124894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5124906.000000 Penalty: 1030.103027
	Iteration 122Q: 3 clusters Score -5124906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5124905.000000 Penalty: 1030.103027
	Iteration 123Q: 3 clusters Score -5124905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5124904.500000 Penalty: 1030.103027
	Iteration 124Q: 3 clusters Score -5124904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5124903.000000 Penalty: 1030.103027
	Iteration 125Q: 3 clusters Score -5124903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5124906.000000 Penalty: 1030.103027
	Iteration 126Q: 3 clusters Score -5124906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5124903.500000 Penalty: 1030.103027
	Iteration 127Q: 3 clusters Score -5124904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5124907.500000 Penalty: 1030.103027
	Iteration 128Q: 3 clusters Score -5124908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5124907.000000 Penalty: 1030.103027
	Iteration 129Q: 3 clusters Score -5124907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5124910.000000 Penalty: 1030.103027
	Iteration 130Q: 3 clusters Score -5124910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5124905.500000 Penalty: 1030.103027
	Iteration 131Q: 3 clusters Score -5124906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5124909.000000 Penalty: 1030.103027
	Iteration 132Q: 3 clusters Score -5124909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5124900.000000 Penalty: 1030.103027
	Iteration 133Q: 3 clusters Score -5124900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5124900.000000 Penalty: 1030.103027
	Iteration 134Q: 3 clusters Score -5124900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5124899.500000 Penalty: 1030.103027
	Iteration 135Q: 3 clusters Score -5124900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5124893.500000 Penalty: 1030.103027
	Iteration 136Q: 3 clusters Score -5124894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5124894.000000 Penalty: 1030.103027
	Iteration 137Q: 3 clusters Score -5124894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5124894.000000 Penalty: 1030.103027
	Iteration 138Q: 3 clusters Score -5124894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5124890.000000 Penalty: 1030.103027
	Iteration 139Q: 3 clusters Score -5124890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5124890.000000 Penalty: 1030.103027
	Iteration 140F: 3 clusters Score -5124890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5124883.500000 Penalty: 1030.103027
	Iteration 141Q: 3 clusters Score -5124884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5124884.500000 Penalty: 1030.103027
	Iteration 142Q: 3 clusters Score -5124884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5124885.000000 Penalty: 1030.103027
	Iteration 143Q: 3 clusters Score -5124885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5124885.000000 Penalty: 1030.103027
	Iteration 144F: 3 clusters Score -5124885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 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 316 members 
Entering Unmasked Estep 
Score: -37556.722656 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37556.72 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37885.750000 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37885.75 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38057.253906 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -38057.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38149.531250 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -38149.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38180.046875 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -38180.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38203.128906 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -38203.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38209.914062 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38209.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38212.285156 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38212.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38215.179688 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38215.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38216.390625 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38216.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38216.253906 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38216.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38217.160156 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38217.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38217.160156 Penalty: 586.126160
	Iteration 12F: 3 clusters Score -38217.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 291 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 336 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292676.000000 Penalty: 43660.085938
Splitting cluster 10 changes total score from -53292800.000000 to -53292676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 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 148 members 
Entering Unmasked Estep 
Score: -18227.474609 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18227.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18335.791016 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18335.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18358.472656 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18358.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18371.000000 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18382.152344 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18382.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18386.144531 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18386.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18391.164062 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18391.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18395.273438 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18395.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18404.355469 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18404.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18413.396484 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18421.642578 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18421.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18426.626953 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18426.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18431.710938 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18431.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18435.490234 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -18435.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18439.216797 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -18439.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18442.808594 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -18442.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18445.572266 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -18445.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18446.408203 Penalty: 517.822693
	Iteration 17Q: 3 clusters Score -18446.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18447.958984 Penalty: 517.822693
	Iteration 18Q: 3 clusters Score -18447.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18447.958984 Penalty: 517.822693
	Iteration 19F: 3 clusters Score -18447.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Entering Unmasked Estep 
Score: -4909120.500000 Penalty: 513.653198
	Iteration 0F: 2 clusters Score -4909120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4855245.000000 Penalty: 1027.306396
	Iteration 0F: 3 clusters Score -4855245 nChanged 38828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -4878840.000000 Penalty: 1027.306396
	Iteration 1F: 3 clusters Score -4878840 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4879970.500000 Penalty: 1027.306396
	Iteration 2Q: 3 clusters Score -4879970 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -4881252.500000 Penalty: 1027.306396
	Iteration 3Q: 3 clusters Score -4881252 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -4882979.000000 Penalty: 1027.306396
	Iteration 4Q: 3 clusters Score -4882979 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -4885491.000000 Penalty: 1027.306396
	Iteration 5F: 3 clusters Score -4885491 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -4888837.000000 Penalty: 1027.306396
	Iteration 6F: 3 clusters Score -4888837 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -4892700.500000 Penalty: 1027.306396
	Iteration 7F: 3 clusters Score -4892700 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -4895626.500000 Penalty: 1027.306396
	Iteration 8F: 3 clusters Score -4895626 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -4896848.000000 Penalty: 1027.306396
	Iteration 9Q: 3 clusters Score -4896848 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -4897298.000000 Penalty: 1027.306396
	Iteration 10Q: 3 clusters Score -4897298 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -4897485.500000 Penalty: 1027.306396
	Iteration 11Q: 3 clusters Score -4897486 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -4897596.500000 Penalty: 1027.306396
	Iteration 12Q: 3 clusters Score -4897596 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -4897733.500000 Penalty: 1027.306396
	Iteration 13Q: 3 clusters Score -4897734 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -4897908.500000 Penalty: 1027.306396
	Iteration 14Q: 3 clusters Score -4897908 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -4898068.000000 Penalty: 1027.306396
	Iteration 15Q: 3 clusters Score -4898068 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -4898204.500000 Penalty: 1027.306396
	Iteration 16Q: 3 clusters Score -4898204 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -4898374.500000 Penalty: 1027.306396
	Iteration 17Q: 3 clusters Score -4898374 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -4898541.500000 Penalty: 1027.306396
	Iteration 18Q: 3 clusters Score -4898542 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -4898749.500000 Penalty: 1027.306396
	Iteration 19Q: 3 clusters Score -4898750 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -4898977.500000 Penalty: 1027.306396
	Iteration 20F: 3 clusters Score -4898978 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -4899217.000000 Penalty: 1027.306396
	Iteration 21Q: 3 clusters Score -4899217 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -4899461.500000 Penalty: 1027.306396
	Iteration 22Q: 3 clusters Score -4899462 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -4899747.000000 Penalty: 1027.306396
	Iteration 23Q: 3 clusters Score -4899747 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -4900104.500000 Penalty: 1027.306396
	Iteration 24Q: 3 clusters Score -4900104 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -4900390.500000 Penalty: 1027.306396
	Iteration 25Q: 3 clusters Score -4900390 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -4900800.500000 Penalty: 1027.306396
	Iteration 26Q: 3 clusters Score -4900800 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -4901225.000000 Penalty: 1027.306396
	Iteration 27Q: 3 clusters Score -4901225 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -4901717.500000 Penalty: 1027.306396
	Iteration 28Q: 3 clusters Score -4901718 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -4902168.500000 Penalty: 1027.306396
	Iteration 29Q: 3 clusters Score -4902168 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -4902663.000000 Penalty: 1027.306396
	Iteration 30Q: 3 clusters Score -4902663 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -4903175.500000 Penalty: 1027.306396
	Iteration 31Q: 3 clusters Score -4903176 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -4903703.500000 Penalty: 1027.306396
	Iteration 32Q: 3 clusters Score -4903704 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -4904235.500000 Penalty: 1027.306396
	Iteration 33Q: 3 clusters Score -4904236 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -4904779.500000 Penalty: 1027.306396
	Iteration 34Q: 3 clusters Score -4904780 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -4905293.000000 Penalty: 1027.306396
	Iteration 35Q: 3 clusters Score -4905293 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -4905821.500000 Penalty: 1027.306396
	Iteration 36Q: 3 clusters Score -4905822 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -4906375.000000 Penalty: 1027.306396
	Iteration 37Q: 3 clusters Score -4906375 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -4906797.000000 Penalty: 1027.306396
	Iteration 38Q: 3 clusters Score -4906797 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -4907145.500000 Penalty: 1027.306396
	Iteration 39Q: 3 clusters Score -4907146 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -4907498.500000 Penalty: 1027.306396
	Iteration 40F: 3 clusters Score -4907498 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -4907788.000000 Penalty: 1027.306396
	Iteration 41Q: 3 clusters Score -4907788 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -4907987.500000 Penalty: 1027.306396
	Iteration 42Q: 3 clusters Score -4907988 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -4908148.000000 Penalty: 1027.306396
	Iteration 43Q: 3 clusters Score -4908148 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -4908301.000000 Penalty: 1027.306396
	Iteration 44Q: 3 clusters Score -4908301 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -4908386.500000 Penalty: 1027.306396
	Iteration 45Q: 3 clusters Score -4908386 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -4908445.000000 Penalty: 1027.306396
	Iteration 46Q: 3 clusters Score -4908445 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -4908505.500000 Penalty: 1027.306396
	Iteration 47Q: 3 clusters Score -4908506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -4908551.500000 Penalty: 1027.306396
	Iteration 48Q: 3 clusters Score -4908552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -4908575.000000 Penalty: 1027.306396
	Iteration 49Q: 3 clusters Score -4908575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -4908599.500000 Penalty: 1027.306396
	Iteration 50Q: 3 clusters Score -4908600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
Score: -4908621.500000 Penalty: 1027.306396
	Iteration 51Q: 3 clusters Score -4908622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -4908645.500000 Penalty: 1027.306396
	Iteration 52Q: 3 clusters Score -4908646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -4908662.000000 Penalty: 1027.306396
	Iteration 53Q: 3 clusters Score -4908662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -4908668.000000 Penalty: 1027.306396
	Iteration 54Q: 3 clusters Score -4908668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -4908669.500000 Penalty: 1027.306396
	Iteration 55Q: 3 clusters Score -4908670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4908674.000000 Penalty: 1027.306396
	Iteration 56Q: 3 clusters Score -4908674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -4908677.000000 Penalty: 1027.306396
	Iteration 57Q: 3 clusters Score -4908677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -4908681.000000 Penalty: 1027.306396
	Iteration 58Q: 3 clusters Score -4908681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -4908681.500000 Penalty: 1027.306396
	Iteration 59Q: 3 clusters Score -4908682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -4908682.500000 Penalty: 1027.306396
	Iteration 60F: 3 clusters Score -4908682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -4908679.500000 Penalty: 1027.306396
	Iteration 61Q: 3 clusters Score -4908680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -4908679.000000 Penalty: 1027.306396
	Iteration 62Q: 3 clusters Score -4908679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -4908675.500000 Penalty: 1027.306396
	Iteration 63Q: 3 clusters Score -4908676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -4908683.000000 Penalty: 1027.306396
	Iteration 64Q: 3 clusters Score -4908683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -4908687.000000 Penalty: 1027.306396
	Iteration 65Q: 3 clusters Score -4908687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -4908688.500000 Penalty: 1027.306396
	Iteration 66Q: 3 clusters Score -4908688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -4908686.500000 Penalty: 1027.306396
	Iteration 67Q: 3 clusters Score -4908686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -4908687.000000 Penalty: 1027.306396
	Iteration 68Q: 3 clusters Score -4908687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -4908688.500000 Penalty: 1027.306396
	Iteration 69Q: 3 clusters Score -4908688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -4908692.000000 Penalty: 1027.306396
	Iteration 70Q: 3 clusters Score -4908692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -4908691.000000 Penalty: 1027.306396
	Iteration 71Q: 3 clusters Score -4908691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -4908691.500000 Penalty: 1027.306396
	Iteration 72Q: 3 clusters Score -4908692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -4908693.000000 Penalty: 1027.306396
	Iteration 73Q: 3 clusters Score -4908693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -4908696.000000 Penalty: 1027.306396
	Iteration 74Q: 3 clusters Score -4908696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -4908696.000000 Penalty: 1027.306396
	Iteration 75F: 3 clusters Score -4908696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -190446.046875 Penalty: 365.605194
	Iteration 0F: 2 clusters Score -190446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -188271.250000 Penalty: 731.210388
	Iteration 0F: 3 clusters Score -188271.2 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -188985.546875 Penalty: 731.210388
	Iteration 1F: 3 clusters Score -188985.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -189130.750000 Penalty: 731.210388
	Iteration 2F: 3 clusters Score -189130.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189322.890625 Penalty: 731.210388
	Iteration 3F: 3 clusters Score -189322.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -189564.328125 Penalty: 731.210388
	Iteration 4F: 3 clusters Score -189564.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189805.156250 Penalty: 731.210388
	Iteration 5F: 3 clusters Score -189805.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190028.921875 Penalty: 731.210388
	Iteration 6F: 3 clusters Score -190028.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -190150.296875 Penalty: 731.210388
	Iteration 7Q: 3 clusters Score -190150.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -190233.812500 Penalty: 731.210388
	Iteration 8Q: 3 clusters Score -190233.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -190266.890625 Penalty: 731.210388
	Iteration 9Q: 3 clusters Score -190266.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190281.187500 Penalty: 731.210388
	Iteration 10Q: 3 clusters Score -190281.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -190290.109375 Penalty: 731.210388
	Iteration 11Q: 3 clusters Score -190290.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -190293.515625 Penalty: 731.210388
	Iteration 12Q: 3 clusters Score -190293.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -190297.390625 Penalty: 731.210388
	Iteration 13Q: 3 clusters Score -190297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -190301.109375 Penalty: 731.210388
	Iteration 14Q: 3 clusters Score -190301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -190303.359375 Penalty: 731.210388
	Iteration 15Q: 3 clusters Score -190303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -190303.921875 Penalty: 731.210388
	Iteration 16Q: 3 clusters Score -190303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -190304.265625 Penalty: 731.210388
	Iteration 17Q: 3 clusters Score -190304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -190304.078125 Penalty: 731.210388
	Iteration 18Q: 3 clusters Score -190304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -190304.125000 Penalty: 731.210388
	Iteration 19Q: 3 clusters Score -190304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -190304.203125 Penalty: 731.210388
	Iteration 20F: 3 clusters Score -190304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -190305.031250 Penalty: 731.210388
	Iteration 21Q: 3 clusters Score -190305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -190305.031250 Penalty: 731.210388
	Iteration 22F: 3 clusters Score -190305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -82182.546875 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82182.55 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -82532.203125 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82532.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -82678.593750 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82678.59 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82788.875000 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -82788.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -82853.875000 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -82853.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -82884.406250 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -82884.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -82903.796875 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -82903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -82918.359375 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -82918.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -82932.632812 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -82932.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -82944.859375 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -82944.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82959.023438 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -82959.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -82972.960938 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -82972.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -82983.085938 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -82983.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -82990.281250 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -82990.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82994.585938 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -82994.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82996.695312 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -82996.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82997.406250 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -82997.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82997.445312 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -82997.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82997.445312 Penalty: 651.919128
	Iteration 18F: 3 clusters Score -82997.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Entering Unmasked Estep 
Score: -5459214.000000 Penalty: 517.674988
	Iteration 0F: 2 clusters Score -5459214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5402431.000000 Penalty: 1035.349976
	Iteration 0F: 3 clusters Score -5402431 nChanged 42586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -5428617.000000 Penalty: 1035.349976
	Iteration 1F: 3 clusters Score -5428617 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -5430687.000000 Penalty: 1035.349976
	Iteration 2Q: 3 clusters Score -5430687 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -5434403.500000 Penalty: 1035.349976
	Iteration 3F: 3 clusters Score -5434404 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -5440268.000000 Penalty: 1035.349976
	Iteration 4F: 3 clusters Score -5440268 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -5447299.500000 Penalty: 1035.349976
	Iteration 5F: 3 clusters Score -5447300 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -5453466.000000 Penalty: 1035.349976
	Iteration 6F: 3 clusters Score -5453466 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -5456804.500000 Penalty: 1035.349976
	Iteration 7Q: 3 clusters Score -5456804 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -5458056.000000 Penalty: 1035.349976
	Iteration 8Q: 3 clusters Score -5458056 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -5458569.000000 Penalty: 1035.349976
	Iteration 9Q: 3 clusters Score -5458569 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -5458698.500000 Penalty: 1035.349976
	Iteration 10Q: 3 clusters Score -5458698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -5458755.000000 Penalty: 1035.349976
	Iteration 11Q: 3 clusters Score -5458755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -5458784.500000 Penalty: 1035.349976
	Iteration 12Q: 3 clusters Score -5458784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -5458793.500000 Penalty: 1035.349976
	Iteration 13Q: 3 clusters Score -5458794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -5458806.000000 Penalty: 1035.349976
	Iteration 14Q: 3 clusters Score -5458806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -5458810.000000 Penalty: 1035.349976
	Iteration 15Q: 3 clusters Score -5458810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -5458813.000000 Penalty: 1035.349976
	Iteration 16Q: 3 clusters Score -5458813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -5458808.000000 Penalty: 1035.349976
	Iteration 17Q: 3 clusters Score -5458808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -5458806.500000 Penalty: 1035.349976
	Iteration 18Q: 3 clusters Score -5458806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -5458806.500000 Penalty: 1035.349976
	Iteration 19F: 3 clusters Score -5458806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -10022.077148 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -10022.08 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 100 members 
Entering Unmasked Estep 
Score: -9741.574219 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9741.574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9850.893555 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9850.894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9922.650391 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -9922.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9963.475586 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -9963.476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9977.601562 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9977.602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9981.918945 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9981.919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9982.459961 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9982.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9982.459961 Penalty: 489.150330
	Iteration 7F: 3 clusters Score -9982.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -226429.046875 Penalty: 374.769196
	Iteration 0F: 2 clusters Score -226429 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 1891 members 
Entering Unmasked Estep 
Score: -223876.921875 Penalty: 749.538391
	Iteration 0F: 3 clusters Score -223876.9 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -224802.968750 Penalty: 749.538391
	Iteration 1F: 3 clusters Score -224803 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -224937.687500 Penalty: 749.538391
	Iteration 2F: 3 clusters Score -224937.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -225070.968750 Penalty: 749.538391
	Iteration 3F: 3 clusters Score -225071 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -225230.703125 Penalty: 749.538391
	Iteration 4F: 3 clusters Score -225230.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -225368.078125 Penalty: 749.538391
	Iteration 5F: 3 clusters Score -225368.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -225487.890625 Penalty: 749.538391
	Iteration 6Q: 3 clusters Score -225487.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -225574.734375 Penalty: 749.538391
	Iteration 7Q: 3 clusters Score -225574.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -225620.046875 Penalty: 749.538391
	Iteration 8Q: 3 clusters Score -225620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -225653.390625 Penalty: 749.538391
	Iteration 9Q: 3 clusters Score -225653.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -225678.812500 Penalty: 749.538391
	Iteration 10Q: 3 clusters Score -225678.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -225700.640625 Penalty: 749.538391
	Iteration 11Q: 3 clusters Score -225700.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -225727.796875 Penalty: 749.538391
	Iteration 12Q: 3 clusters Score -225727.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -225750.531250 Penalty: 749.538391
	Iteration 13Q: 3 clusters Score -225750.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -225777.328125 Penalty: 749.538391
	Iteration 14Q: 3 clusters Score -225777.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -225805.093750 Penalty: 749.538391
	Iteration 15Q: 3 clusters Score -225805.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -225817.406250 Penalty: 749.538391
	Iteration 16Q: 3 clusters Score -225817.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -225827.609375 Penalty: 749.538391
	Iteration 17Q: 3 clusters Score -225827.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -225838.375000 Penalty: 749.538391
	Iteration 18Q: 3 clusters Score -225838.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -225846.968750 Penalty: 749.538391
	Iteration 19Q: 3 clusters Score -225847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -225851.765625 Penalty: 749.538391
	Iteration 20F: 3 clusters Score -225851.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -225856.703125 Penalty: 749.538391
	Iteration 21Q: 3 clusters Score -225856.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -225861.468750 Penalty: 749.538391
	Iteration 22Q: 3 clusters Score -225861.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -225865.812500 Penalty: 749.538391
	Iteration 23Q: 3 clusters Score -225865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -225868.578125 Penalty: 749.538391
	Iteration 24Q: 3 clusters Score -225868.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -225871.953125 Penalty: 749.538391
	Iteration 25Q: 3 clusters Score -225872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -225873.203125 Penalty: 749.538391
	Iteration 26Q: 3 clusters Score -225873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -225873.843750 Penalty: 749.538391
	Iteration 27Q: 3 clusters Score -225873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -225874.546875 Penalty: 749.538391
	Iteration 28Q: 3 clusters Score -225874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -225874.531250 Penalty: 749.538391
	Iteration 29Q: 3 clusters Score -225874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -225875.234375 Penalty: 749.538391
	Iteration 30Q: 3 clusters Score -225875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -225876.437500 Penalty: 749.538391
	Iteration 31Q: 3 clusters Score -225876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -225877.406250 Penalty: 749.538391
	Iteration 32Q: 3 clusters Score -225877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -225877.703125 Penalty: 749.538391
	Iteration 33Q: 3 clusters Score -225877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -225878.812500 Penalty: 749.538391
	Iteration 34Q: 3 clusters Score -225878.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -225880.953125 Penalty: 749.538391
	Iteration 35Q: 3 clusters Score -225881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -225882.671875 Penalty: 749.538391
	Iteration 36Q: 3 clusters Score -225882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -225885.171875 Penalty: 749.538391
	Iteration 37Q: 3 clusters Score -225885.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -225888.562500 Penalty: 749.538391
	Iteration 38Q: 3 clusters Score -225888.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -225893.125000 Penalty: 749.538391
	Iteration 39Q: 3 clusters Score -225893.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -225897.906250 Penalty: 749.538391
	Iteration 40F: 3 clusters Score -225897.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -225903.453125 Penalty: 749.538391
	Iteration 41Q: 3 clusters Score -225903.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -225906.593750 Penalty: 749.538391
	Iteration 42Q: 3 clusters Score -225906.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -225910.468750 Penalty: 749.538391
	Iteration 43Q: 3 clusters Score -225910.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -225915.937500 Penalty: 749.538391
	Iteration 44Q: 3 clusters Score -225915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -225920.734375 Penalty: 749.538391
	Iteration 45Q: 3 clusters Score -225920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -225926.046875 Penalty: 749.538391
	Iteration 46Q: 3 clusters Score -225926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -225934.125000 Penalty: 749.538391
	Iteration 47Q: 3 clusters Score -225934.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -225943.109375 Penalty: 749.538391
	Iteration 48Q: 3 clusters Score -225943.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -225950.250000 Penalty: 749.538391
	Iteration 49Q: 3 clusters Score -225950.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -225958.281250 Penalty: 749.538391
	Iteration 50Q: 3 clusters Score -225958.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -225966.843750 Penalty: 749.538391
	Iteration 51Q: 3 clusters Score -225966.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -225973.296875 Penalty: 749.538391
	Iteration 52Q: 3 clusters Score -225973.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -225978.140625 Penalty: 749.538391
	Iteration 53Q: 3 clusters Score -225978.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -225982.890625 Penalty: 749.538391
	Iteration 54Q: 3 clusters Score -225982.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -225987.140625 Penalty: 749.538391
	Iteration 55Q: 3 clusters Score -225987.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -225989.937500 Penalty: 749.538391
	Iteration 56Q: 3 clusters Score -225989.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -225992.484375 Penalty: 749.538391
	Iteration 57Q: 3 clusters Score -225992.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -225994.984375 Penalty: 749.538391
	Iteration 58Q: 3 clusters Score -225995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -225998.828125 Penalty: 749.538391
	Iteration 59Q: 3 clusters Score -225998.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -226006.109375 Penalty: 749.538391
	Iteration 60F: 3 clusters Score -226006.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -226013.031250 Penalty: 749.538391
	Iteration 61Q: 3 clusters Score -226013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226017.796875 Penalty: 749.538391
	Iteration 62Q: 3 clusters Score -226017.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -226020.921875 Penalty: 749.538391
	Iteration 63Q: 3 clusters Score -226020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -226021.593750 Penalty: 749.538391
	Iteration 64Q: 3 clusters Score -226021.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226024.437500 Penalty: 749.538391
	Iteration 65Q: 3 clusters Score -226024.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -226029.078125 Penalty: 749.538391
	Iteration 66Q: 3 clusters Score -226029.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -226032.625000 Penalty: 749.538391
	Iteration 67Q: 3 clusters Score -226032.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -226036.515625 Penalty: 749.538391
	Iteration 68Q: 3 clusters Score -226036.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -226041.062500 Penalty: 749.538391
	Iteration 69Q: 3 clusters Score -226041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -226044.734375 Penalty: 749.538391
	Iteration 70Q: 3 clusters Score -226044.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -226049.937500 Penalty: 749.538391
	Iteration 71Q: 3 clusters Score -226049.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -226054.093750 Penalty: 749.538391
	Iteration 72Q: 3 clusters Score -226054.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -226057.281250 Penalty: 749.538391
	Iteration 73Q: 3 clusters Score -226057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226060.453125 Penalty: 749.538391
	Iteration 74Q: 3 clusters Score -226060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226065.218750 Penalty: 749.538391
	Iteration 75Q: 3 clusters Score -226065.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226071.859375 Penalty: 749.538391
	Iteration 76Q: 3 clusters Score -226071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -226076.953125 Penalty: 749.538391
	Iteration 77Q: 3 clusters Score -226077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226081.812500 Penalty: 749.538391
	Iteration 78Q: 3 clusters Score -226081.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -226083.953125 Penalty: 749.538391
	Iteration 79Q: 3 clusters Score -226084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226086.406250 Penalty: 749.538391
	Iteration 80F: 3 clusters Score -226086.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226088.890625 Penalty: 749.538391
	Iteration 81Q: 3 clusters Score -226088.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -226091.109375 Penalty: 749.538391
	Iteration 82Q: 3 clusters Score -226091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226093.500000 Penalty: 749.538391
	Iteration 83Q: 3 clusters Score -226093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226094.203125 Penalty: 749.538391
	Iteration 84Q: 3 clusters Score -226094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -226094.390625 Penalty: 749.538391
	Iteration 85Q: 3 clusters Score -226094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226094.859375 Penalty: 749.538391
	Iteration 86Q: 3 clusters Score -226094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226096.125000 Penalty: 749.538391
	Iteration 87Q: 3 clusters Score -226096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226096.812500 Penalty: 749.538391
	Iteration 88Q: 3 clusters Score -226096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226097.062500 Penalty: 749.538391
	Iteration 89Q: 3 clusters Score -226097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -226097.531250 Penalty: 749.538391
	Iteration 90Q: 3 clusters Score -226097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226097.812500 Penalty: 749.538391
	Iteration 91Q: 3 clusters Score -226097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -226098.890625 Penalty: 749.538391
	Iteration 92Q: 3 clusters Score -226098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -226099.687500 Penalty: 749.538391
	Iteration 93Q: 3 clusters Score -226099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -226100.984375 Penalty: 749.538391
	Iteration 94Q: 3 clusters Score -226101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226101.312500 Penalty: 749.538391
	Iteration 95Q: 3 clusters Score -226101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226101.562500 Penalty: 749.538391
	Iteration 96Q: 3 clusters Score -226101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226101.593750 Penalty: 749.538391
	Iteration 97Q: 3 clusters Score -226101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226101.593750 Penalty: 749.538391
	Iteration 98F: 3 clusters Score -226101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Entering Unmasked Estep 
Score: -5452055.000000 Penalty: 517.600952
	Iteration 0F: 2 clusters Score -5452055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -5395537.500000 Penalty: 1035.201904
	Iteration 0F: 3 clusters Score -5395538 nChanged 42711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5422153.000000 Penalty: 1035.201904
	Iteration 1F: 3 clusters Score -5422153 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -5424194.000000 Penalty: 1035.201904
	Iteration 2F: 3 clusters Score -5424194 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5427806.000000 Penalty: 1035.201904
	Iteration 3F: 3 clusters Score -5427806 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5433993.500000 Penalty: 1035.201904
	Iteration 4F: 3 clusters Score -5433994 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -5442456.000000 Penalty: 1035.201904
	Iteration 5F: 3 clusters Score -5442456 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5448644.000000 Penalty: 1035.201904
	Iteration 6F: 3 clusters Score -5448644 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5450800.500000 Penalty: 1035.201904
	Iteration 7Q: 3 clusters Score -5450800 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5451399.000000 Penalty: 1035.201904
	Iteration 8Q: 3 clusters Score -5451399 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5451518.000000 Penalty: 1035.201904
	Iteration 9Q: 3 clusters Score -5451518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5451555.000000 Penalty: 1035.201904
	Iteration 10Q: 3 clusters Score -5451555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5451573.500000 Penalty: 1035.201904
	Iteration 11Q: 3 clusters Score -5451574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5451590.500000 Penalty: 1035.201904
	Iteration 12Q: 3 clusters Score -5451590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5451602.000000 Penalty: 1035.201904
	Iteration 13Q: 3 clusters Score -5451602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5451599.500000 Penalty: 1035.201904
	Iteration 14Q: 3 clusters Score -5451600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5451601.500000 Penalty: 1035.201904
	Iteration 15Q: 3 clusters Score -5451602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5451602.000000 Penalty: 1035.201904
	Iteration 16Q: 3 clusters Score -5451602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5451602.000000 Penalty: 1035.201904
	Iteration 17F: 3 clusters Score -5451602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Entering Unmasked Estep 
Score: -3695734.500000 Penalty: 500.792297
	Iteration 0F: 2 clusters Score -3695734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3655338.500000 Penalty: 1001.584595
	Iteration 0F: 3 clusters Score -3655338 nChanged 29202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3673355.500000 Penalty: 1001.584595
	Iteration 1F: 3 clusters Score -3673356 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3675398.750000 Penalty: 1001.584595
	Iteration 2F: 3 clusters Score -3675399 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3678601.500000 Penalty: 1001.584595
	Iteration 3F: 3 clusters Score -3678602 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3682788.750000 Penalty: 1001.584595
	Iteration 4F: 3 clusters Score -3682789 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3686562.000000 Penalty: 1001.584595
	Iteration 5F: 3 clusters Score -3686562 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3688557.000000 Penalty: 1001.584595
	Iteration 6Q: 3 clusters Score -3688557 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3689509.750000 Penalty: 1001.584595
	Iteration 7Q: 3 clusters Score -3689510 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3690196.250000 Penalty: 1001.584595
	Iteration 8Q: 3 clusters Score -3690196 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3690732.500000 Penalty: 1001.584595
	Iteration 9Q: 3 clusters Score -3690732 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3691229.000000 Penalty: 1001.584595
	Iteration 10Q: 3 clusters Score -3691229 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3691728.250000 Penalty: 1001.584595
	Iteration 11Q: 3 clusters Score -3691728 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3692186.750000 Penalty: 1001.584595
	Iteration 12Q: 3 clusters Score -3692187 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3692601.250000 Penalty: 1001.584595
	Iteration 13Q: 3 clusters Score -3692601 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3692962.500000 Penalty: 1001.584595
	Iteration 14Q: 3 clusters Score -3692962 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3693346.750000 Penalty: 1001.584595
	Iteration 15Q: 3 clusters Score -3693347 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3693727.750000 Penalty: 1001.584595
	Iteration 16Q: 3 clusters Score -3693728 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3694041.000000 Penalty: 1001.584595
	Iteration 17Q: 3 clusters Score -3694041 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3694302.250000 Penalty: 1001.584595
	Iteration 18Q: 3 clusters Score -3694302 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3694521.000000 Penalty: 1001.584595
	Iteration 19Q: 3 clusters Score -3694521 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3694701.500000 Penalty: 1001.584595
	Iteration 20F: 3 clusters Score -3694702 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3694890.750000 Penalty: 1001.584595
	Iteration 21Q: 3 clusters Score -3694891 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3695011.750000 Penalty: 1001.584595
	Iteration 22Q: 3 clusters Score -3695012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3695118.250000 Penalty: 1001.584595
	Iteration 23Q: 3 clusters Score -3695118 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3695205.000000 Penalty: 1001.584595
	Iteration 24Q: 3 clusters Score -3695205 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3695253.500000 Penalty: 1001.584595
	Iteration 25Q: 3 clusters Score -3695254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3695314.500000 Penalty: 1001.584595
	Iteration 26Q: 3 clusters Score -3695314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3695347.500000 Penalty: 1001.584595
	Iteration 27Q: 3 clusters Score -3695348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3695372.500000 Penalty: 1001.584595
	Iteration 28Q: 3 clusters Score -3695372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3695389.250000 Penalty: 1001.584595
	Iteration 29Q: 3 clusters Score -3695389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3695407.000000 Penalty: 1001.584595
	Iteration 30Q: 3 clusters Score -3695407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3695418.000000 Penalty: 1001.584595
	Iteration 31Q: 3 clusters Score -3695418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3695424.000000 Penalty: 1001.584595
	Iteration 32Q: 3 clusters Score -3695424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3695441.500000 Penalty: 1001.584595
	Iteration 33Q: 3 clusters Score -3695442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3695449.000000 Penalty: 1001.584595
	Iteration 34Q: 3 clusters Score -3695449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3695463.750000 Penalty: 1001.584595
	Iteration 35Q: 3 clusters Score -3695464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3695472.750000 Penalty: 1001.584595
	Iteration 36Q: 3 clusters Score -3695473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3695477.500000 Penalty: 1001.584595
	Iteration 37Q: 3 clusters Score -3695478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3695487.750000 Penalty: 1001.584595
	Iteration 38Q: 3 clusters Score -3695488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3695491.750000 Penalty: 1001.584595
	Iteration 39Q: 3 clusters Score -3695492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3695505.750000 Penalty: 1001.584595
	Iteration 40F: 3 clusters Score -3695506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3695515.250000 Penalty: 1001.584595
	Iteration 41Q: 3 clusters Score -3695515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3695519.750000 Penalty: 1001.584595
	Iteration 42Q: 3 clusters Score -3695520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3695523.250000 Penalty: 1001.584595
	Iteration 43Q: 3 clusters Score -3695523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3695529.250000 Penalty: 1001.584595
	Iteration 44Q: 3 clusters Score -3695529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3695527.250000 Penalty: 1001.584595
	Iteration 45Q: 3 clusters Score -3695527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3695529.500000 Penalty: 1001.584595
	Iteration 46Q: 3 clusters Score -3695530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3695531.750000 Penalty: 1001.584595
	Iteration 47Q: 3 clusters Score -3695532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3695531.750000 Penalty: 1001.584595
	Iteration 48F: 3 clusters Score -3695532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 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 61 members 
Entering Unmasked Estep 
Score: -7510.057617 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7510.058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7605.420410 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7605.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7623.518066 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -7623.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7628.627441 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7628.627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7630.335449 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7630.335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7631.760254 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7631.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7631.760254 Penalty: 444.334991
	Iteration 6F: 3 clusters Score -7631.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -14299.199219 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -14299.2 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 125 members 
Entering Unmasked Estep 
Score: -14018.519531 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -14018.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14175.072266 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -14175.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14205.859375 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -14205.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14212.363281 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -14212.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14229.072266 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -14229.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14246.652344 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -14246.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14250.515625 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -14250.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14255.144531 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -14255.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14273.598633 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -14273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14308.497070 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -14308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14349.299805 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -14349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14358.200195 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -14358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14359.284180 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -14359.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14363.708008 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -14363.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14364.112305 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -14364.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14364.844727 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -14364.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14366.433594 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -14366.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14366.767578 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -14366.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14366.767578 Penalty: 501.722015
	Iteration 18F: 3 clusters Score -14366.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 111 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 137 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292628.000000 Penalty: 43660.085938
Splitting cluster 21 changes total score from -53292800.000000 to -53292628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10324.598633 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -10324.6 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 170 members 
Entering Unmasked Estep 
Score: -9992.565430 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -9992.565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10141.828125 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -10141.83 nChanged 18
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: -10165.574219 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -10165.57 nChanged 10
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: -10190.107422 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -10190.11 nChanged 12
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: -10206.373047 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -10206.37 nChanged 8
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: -10235.311523 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -10235.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10263.058594 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -10263.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10281.288086 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -10281.29 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: -10291.079102 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -10291.08 nChanged 4
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: -10295.128906 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -10295.13 nChanged 6
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: -10302.704102 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -10302.7 nChanged 6
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: -10320.529297 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -10320.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10327.680664 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -10327.68 nChanged 3
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: -10337.577148 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -10337.58 nChanged 3
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: -10342.247070 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -10342.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10343.467773 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -10343.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10343.467773 Penalty: 525.201111
	Iteration 16F: 3 clusters Score -10343.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 202 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292620.000000 Penalty: 43660.085938
Splitting cluster 22 changes total score from -53292800.000000 to -53292620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -297450.656250 Penalty: 384.765320
	Iteration 0F: 2 clusters Score -297450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -294260.531250 Penalty: 769.530640
	Iteration 0F: 3 clusters Score -294260.5 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -295546.812500 Penalty: 769.530640
	Iteration 1F: 3 clusters Score -295546.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -295853.312500 Penalty: 769.530640
	Iteration 2F: 3 clusters Score -295853.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -296265.500000 Penalty: 769.530640
	Iteration 3F: 3 clusters Score -296265.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -296672.500000 Penalty: 769.530640
	Iteration 4F: 3 clusters Score -296672.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -296880.312500 Penalty: 769.530640
	Iteration 5F: 3 clusters Score -296880.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -296962.750000 Penalty: 769.530640
	Iteration 6Q: 3 clusters Score -296962.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -297000.375000 Penalty: 769.530640
	Iteration 7Q: 3 clusters Score -297000.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297035.062500 Penalty: 769.530640
	Iteration 8Q: 3 clusters Score -297035.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -297058.062500 Penalty: 769.530640
	Iteration 9Q: 3 clusters Score -297058.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297070.625000 Penalty: 769.530640
	Iteration 10Q: 3 clusters Score -297070.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -297081.500000 Penalty: 769.530640
	Iteration 11Q: 3 clusters Score -297081.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297091.968750 Penalty: 769.530640
	Iteration 12Q: 3 clusters Score -297092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -297099.218750 Penalty: 769.530640
	Iteration 13Q: 3 clusters Score -297099.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -297105.031250 Penalty: 769.530640
	Iteration 14Q: 3 clusters Score -297105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -297110.437500 Penalty: 769.530640
	Iteration 15Q: 3 clusters Score -297110.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -297114.125000 Penalty: 769.530640
	Iteration 16Q: 3 clusters Score -297114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -297117.468750 Penalty: 769.530640
	Iteration 17Q: 3 clusters Score -297117.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -297119.250000 Penalty: 769.530640
	Iteration 18Q: 3 clusters Score -297119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -297120.343750 Penalty: 769.530640
	Iteration 19Q: 3 clusters Score -297120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -297123.500000 Penalty: 769.530640
	Iteration 20F: 3 clusters Score -297123.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -297127.406250 Penalty: 769.530640
	Iteration 21Q: 3 clusters Score -297127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -297132.625000 Penalty: 769.530640
	Iteration 22Q: 3 clusters Score -297132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -297138.468750 Penalty: 769.530640
	Iteration 23Q: 3 clusters Score -297138.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -297144.531250 Penalty: 769.530640
	Iteration 24Q: 3 clusters Score -297144.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -297150.968750 Penalty: 769.530640
	Iteration 25Q: 3 clusters Score -297151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -297155.281250 Penalty: 769.530640
	Iteration 26Q: 3 clusters Score -297155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -297157.156250 Penalty: 769.530640
	Iteration 27Q: 3 clusters Score -297157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -297157.281250 Penalty: 769.530640
	Iteration 28Q: 3 clusters Score -297157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -297158.156250 Penalty: 769.530640
	Iteration 29Q: 3 clusters Score -297158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -297158.156250 Penalty: 769.530640
	Iteration 30F: 3 clusters Score -297158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3550.050781 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3550.051 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 29 members 
Entering Unmasked Estep 
Score: -3403.664551 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3403.665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3523.513672 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3523.514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3570.105469 Penalty: 381.258575
	Iteration 2F: 3 clusters Score -3570.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3617.549316 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -3617.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3617.549316 Penalty: 381.258575
	Iteration 4F: 3 clusters Score -3617.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 23 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 43 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292604.000000 Penalty: 43660.085938
Splitting cluster 24 changes total score from -53292800.000000 to -53292604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -63273.679688 Penalty: 315.515076
	Iteration 0F: 2 clusters Score -63273.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -62450.753906 Penalty: 631.030151
	Iteration 0F: 3 clusters Score -62450.75 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62760.753906 Penalty: 631.030151
	Iteration 1F: 3 clusters Score -62760.75 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62859.226562 Penalty: 631.030151
	Iteration 2F: 3 clusters Score -62859.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62921.328125 Penalty: 631.030151
	Iteration 3F: 3 clusters Score -62921.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -62953.875000 Penalty: 631.030151
	Iteration 4Q: 3 clusters Score -62953.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -62994.574219 Penalty: 631.030151
	Iteration 5Q: 3 clusters Score -62994.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -63026.378906 Penalty: 631.030151
	Iteration 6Q: 3 clusters Score -63026.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -63055.730469 Penalty: 631.030151
	Iteration 7Q: 3 clusters Score -63055.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -63083.917969 Penalty: 631.030151
	Iteration 8Q: 3 clusters Score -63083.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63112.972656 Penalty: 631.030151
	Iteration 9Q: 3 clusters Score -63112.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63149.628906 Penalty: 631.030151
	Iteration 10Q: 3 clusters Score -63149.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -63180.667969 Penalty: 631.030151
	Iteration 11Q: 3 clusters Score -63180.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -63252.132812 Penalty: 631.030151
	Iteration 12Q: 3 clusters Score -63252.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -63289.980469 Penalty: 631.030151
	Iteration 13Q: 3 clusters Score -63289.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63297.886719 Penalty: 631.030151
	Iteration 14Q: 3 clusters Score -63297.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -63302.292969 Penalty: 631.030151
	Iteration 15Q: 3 clusters Score -63302.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -63308.617188 Penalty: 631.030151
	Iteration 16Q: 3 clusters Score -63308.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -63311.527344 Penalty: 631.030151
	Iteration 17Q: 3 clusters Score -63311.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -63312.234375 Penalty: 631.030151
	Iteration 18Q: 3 clusters Score -63312.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63312.652344 Penalty: 631.030151
	Iteration 19Q: 3 clusters Score -63312.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63312.652344 Penalty: 631.030151
	Iteration 20F: 3 clusters Score -63312.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 789 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292708.000000 Penalty: 43660.085938
Splitting cluster 25 changes total score from -53292800.000000 to -53292708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 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 120 members 
Entering Unmasked Estep 
Score: -12475.314453 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12475.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12552.502930 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12552.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12588.138672 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12588.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12600.423828 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12600.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12614.985352 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12614.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12625.936523 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12625.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12638.708984 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12638.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12644.994141 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12644.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12652.829102 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12652.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12656.973633 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12656.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12657.550781 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12657.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12657.550781 Penalty: 501.722015
	Iteration 11F: 3 clusters Score -12657.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -87119.976562 Penalty: 330.577057
	Iteration 0F: 2 clusters Score -87119.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -86060.226562 Penalty: 661.154114
	Iteration 0F: 3 clusters Score -86060.23 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -86415.203125 Penalty: 661.154114
	Iteration 1F: 3 clusters Score -86415.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -86500.046875 Penalty: 661.154114
	Iteration 2F: 3 clusters Score -86500.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86585.109375 Penalty: 661.154114
	Iteration 3F: 3 clusters Score -86585.11 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -86662.859375 Penalty: 661.154114
	Iteration 4F: 3 clusters Score -86662.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86731.820312 Penalty: 661.154114
	Iteration 5F: 3 clusters Score -86731.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86792.070312 Penalty: 661.154114
	Iteration 6F: 3 clusters Score -86792.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86830.312500 Penalty: 661.154114
	Iteration 7Q: 3 clusters Score -86830.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86855.015625 Penalty: 661.154114
	Iteration 8Q: 3 clusters Score -86855.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86873.367188 Penalty: 661.154114
	Iteration 9Q: 3 clusters Score -86873.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86890.835938 Penalty: 661.154114
	Iteration 10Q: 3 clusters Score -86890.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86906.937500 Penalty: 661.154114
	Iteration 11Q: 3 clusters Score -86906.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86923.343750 Penalty: 661.154114
	Iteration 12Q: 3 clusters Score -86923.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86930.617188 Penalty: 661.154114
	Iteration 13Q: 3 clusters Score -86930.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86933.359375 Penalty: 661.154114
	Iteration 14Q: 3 clusters Score -86933.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86935.265625 Penalty: 661.154114
	Iteration 15Q: 3 clusters Score -86935.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86939.929688 Penalty: 661.154114
	Iteration 16Q: 3 clusters Score -86939.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86943.421875 Penalty: 661.154114
	Iteration 17Q: 3 clusters Score -86943.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86945.265625 Penalty: 661.154114
	Iteration 18Q: 3 clusters Score -86945.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86946.132812 Penalty: 661.154114
	Iteration 19Q: 3 clusters Score -86946.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86946.265625 Penalty: 661.154114
	Iteration 20F: 3 clusters Score -86946.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86946.781250 Penalty: 661.154114
	Iteration 21Q: 3 clusters Score -86946.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86946.781250 Penalty: 661.154114
	Iteration 22F: 3 clusters Score -86946.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (84326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Entering Unmasked Estep 
Score: -5239641.500000 Penalty: 516.081238
	Iteration 0F: 2 clusters Score -5239642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5183201.000000 Penalty: 1032.162476
	Iteration 0F: 3 clusters Score -5183201 nChanged 41057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5209544.000000 Penalty: 1032.162476
	Iteration 1F: 3 clusters Score -5209544 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5212255.000000 Penalty: 1032.162476
	Iteration 2F: 3 clusters Score -5212255 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5216983.000000 Penalty: 1032.162476
	Iteration 3F: 3 clusters Score -5216983 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -5223423.500000 Penalty: 1032.162476
	Iteration 4F: 3 clusters Score -5223424 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -5228130.500000 Penalty: 1032.162476
	Iteration 5F: 3 clusters Score -5228130 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -5229419.500000 Penalty: 1032.162476
	Iteration 6Q: 3 clusters Score -5229420 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -5229690.000000 Penalty: 1032.162476
	Iteration 7Q: 3 clusters Score -5229690 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -5229845.000000 Penalty: 1032.162476
	Iteration 8Q: 3 clusters Score -5229845 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -5229998.000000 Penalty: 1032.162476
	Iteration 9Q: 3 clusters Score -5229998 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5230116.500000 Penalty: 1032.162476
	Iteration 10Q: 3 clusters Score -5230116 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -5230212.500000 Penalty: 1032.162476
	Iteration 11Q: 3 clusters Score -5230212 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5230287.500000 Penalty: 1032.162476
	Iteration 12Q: 3 clusters Score -5230288 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -5230371.500000 Penalty: 1032.162476
	Iteration 13Q: 3 clusters Score -5230372 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -5230409.000000 Penalty: 1032.162476
	Iteration 14Q: 3 clusters Score -5230409 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5230486.000000 Penalty: 1032.162476
	Iteration 15Q: 3 clusters Score -5230486 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -5230528.000000 Penalty: 1032.162476
	Iteration 16Q: 3 clusters Score -5230528 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5230579.500000 Penalty: 1032.162476
	Iteration 17Q: 3 clusters Score -5230580 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5230632.000000 Penalty: 1032.162476
	Iteration 18Q: 3 clusters Score -5230632 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5230665.500000 Penalty: 1032.162476
	Iteration 19Q: 3 clusters Score -5230666 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5230711.500000 Penalty: 1032.162476
	Iteration 20F: 3 clusters Score -5230712 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -5230752.000000 Penalty: 1032.162476
	Iteration 21Q: 3 clusters Score -5230752 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -5230776.000000 Penalty: 1032.162476
	Iteration 22Q: 3 clusters Score -5230776 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5230786.500000 Penalty: 1032.162476
	Iteration 23Q: 3 clusters Score -5230786 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -5230775.000000 Penalty: 1032.162476
	Iteration 24Q: 3 clusters Score -5230775 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -5230784.500000 Penalty: 1032.162476
	Iteration 25Q: 3 clusters Score -5230784 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -5230792.500000 Penalty: 1032.162476
	Iteration 26Q: 3 clusters Score -5230792 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5230767.500000 Penalty: 1032.162476
	Iteration 27Q: 3 clusters Score -5230768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -5230759.500000 Penalty: 1032.162476
	Iteration 28Q: 3 clusters Score -5230760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5230780.000000 Penalty: 1032.162476
	Iteration 29Q: 3 clusters Score -5230780 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5230788.000000 Penalty: 1032.162476
	Iteration 30Q: 3 clusters Score -5230788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5230798.500000 Penalty: 1032.162476
	Iteration 31Q: 3 clusters Score -5230798 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -5230801.500000 Penalty: 1032.162476
	Iteration 32Q: 3 clusters Score -5230802 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -5230800.000000 Penalty: 1032.162476
	Iteration 33Q: 3 clusters Score -5230800 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5230799.000000 Penalty: 1032.162476
	Iteration 34Q: 3 clusters Score -5230799 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5230802.500000 Penalty: 1032.162476
	Iteration 35Q: 3 clusters Score -5230802 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -5230779.500000 Penalty: 1032.162476
	Iteration 36Q: 3 clusters Score -5230780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5230784.000000 Penalty: 1032.162476
	Iteration 37Q: 3 clusters Score -5230784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5230764.000000 Penalty: 1032.162476
	Iteration 38Q: 3 clusters Score -5230764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5230745.000000 Penalty: 1032.162476
	Iteration 39Q: 3 clusters Score -5230745 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5230747.500000 Penalty: 1032.162476
	Iteration 40F: 3 clusters Score -5230748 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5230759.500000 Penalty: 1032.162476
	Iteration 41Q: 3 clusters Score -5230760 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5230741.000000 Penalty: 1032.162476
	Iteration 42Q: 3 clusters Score -5230741 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5230720.000000 Penalty: 1032.162476
	Iteration 43Q: 3 clusters Score -5230720 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5230707.500000 Penalty: 1032.162476
	Iteration 44Q: 3 clusters Score -5230708 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5230715.000000 Penalty: 1032.162476
	Iteration 45Q: 3 clusters Score -5230715 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5230710.000000 Penalty: 1032.162476
	Iteration 46Q: 3 clusters Score -5230710 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5230729.500000 Penalty: 1032.162476
	Iteration 47Q: 3 clusters Score -5230730 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5230705.000000 Penalty: 1032.162476
	Iteration 48Q: 3 clusters Score -5230705 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5230735.000000 Penalty: 1032.162476
	Iteration 49Q: 3 clusters Score -5230735 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5230743.500000 Penalty: 1032.162476
	Iteration 50Q: 3 clusters Score -5230744 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5230745.000000 Penalty: 1032.162476
	Iteration 51Q: 3 clusters Score -5230745 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -5230773.500000 Penalty: 1032.162476
	Iteration 52Q: 3 clusters Score -5230774 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -5230806.500000 Penalty: 1032.162476
	Iteration 53Q: 3 clusters Score -5230806 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5230855.500000 Penalty: 1032.162476
	Iteration 54Q: 3 clusters Score -5230856 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -5230886.500000 Penalty: 1032.162476
	Iteration 55Q: 3 clusters Score -5230886 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5230917.500000 Penalty: 1032.162476
	Iteration 56Q: 3 clusters Score -5230918 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -5230933.000000 Penalty: 1032.162476
	Iteration 57Q: 3 clusters Score -5230933 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5230974.500000 Penalty: 1032.162476
	Iteration 58Q: 3 clusters Score -5230974 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -5231007.000000 Penalty: 1032.162476
	Iteration 59Q: 3 clusters Score -5231007 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -5231074.500000 Penalty: 1032.162476
	Iteration 60F: 3 clusters Score -5231074 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5231099.500000 Penalty: 1032.162476
	Iteration 61Q: 3 clusters Score -5231100 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -5231209.500000 Penalty: 1032.162476
	Iteration 62Q: 3 clusters Score -5231210 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -5231277.000000 Penalty: 1032.162476
	Iteration 63Q: 3 clusters Score -5231277 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -5231347.500000 Penalty: 1032.162476
	Iteration 64Q: 3 clusters Score -5231348 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -5231430.000000 Penalty: 1032.162476
	Iteration 65Q: 3 clusters Score -5231430 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5231561 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5231670 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5231770 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5231882 nChanged 794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5232004 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5232162 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5232302 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5232510 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5232684 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5232908 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5233056 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5233276 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5233523 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5233814 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5234144 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5234368 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5234647 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5234850 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -5235115.500000 Penalty: 1032.162476
	Iteration 84Q: 3 clusters Score -5235116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5235383 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5235600 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5235746 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5235895 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5236061 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5236239 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5236407 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5236558 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5236690 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5236838 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5236982 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -5237137.000000 Penalty: 1032.162476
	Iteration 96Q: 3 clusters Score -5237137 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5237291 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5237438 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5237588 nChanged 521
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5237740 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5237856 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5237964 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5238060 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5238157 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5238261 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -5238319.500000 Penalty: 1032.162476
	Iteration 106Q: 3 clusters Score -5238320 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -5238390.000000 Penalty: 1032.162476
	Iteration 107Q: 3 clusters Score -5238390 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5238457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5238530 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5238598 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -5238658.000000 Penalty: 1032.162476
	Iteration 111Q: 3 clusters Score -5238658 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5238696 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5238761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5238806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5238830 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5238872 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5238917 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5238950 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5238987 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -5239037.000000 Penalty: 1032.162476
	Iteration 120F: 3 clusters Score -5239037 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5239058 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5239071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -5239078.500000 Penalty: 1032.162476
	Iteration 123Q: 3 clusters Score -5239078 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -5239091.500000 Penalty: 1032.162476
	Iteration 124Q: 3 clusters Score -5239092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -5239106.000000 Penalty: 1032.162476
	Iteration 125Q: 3 clusters Score -5239106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -5239117.000000 Penalty: 1032.162476
	Iteration 126Q: 3 clusters Score -5239117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -5239136.000000 Penalty: 1032.162476
	Iteration 127Q: 3 clusters Score -5239136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -5239148.500000 Penalty: 1032.162476
	Iteration 128Q: 3 clusters Score -5239148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -5239153.000000 Penalty: 1032.162476
	Iteration 129Q: 3 clusters Score -5239153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -5239160.500000 Penalty: 1032.162476
	Iteration 130Q: 3 clusters Score -5239160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -5239167.500000 Penalty: 1032.162476
	Iteration 131Q: 3 clusters Score -5239168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -5239176.000000 Penalty: 1032.162476
	Iteration 132Q: 3 clusters Score -5239176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -5239178.500000 Penalty: 1032.162476
	Iteration 133Q: 3 clusters Score -5239178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5239177 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -5239183.000000 Penalty: 1032.162476
	Iteration 135Q: 3 clusters Score -5239183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5239190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5239191 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 928 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5239210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5239210 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5239224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5239236 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5239242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -5239253.500000 Penalty: 1032.162476
	Iteration 143Q: 3 clusters Score -5239254 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -5239262.000000 Penalty: 1032.162476
	Iteration 144Q: 3 clusters Score -5239262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5239262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5239268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -5239263.000000 Penalty: 1032.162476
	Iteration 147Q: 3 clusters Score -5239263 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5239266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5239270 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5239270 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5239270 nChanged 5
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Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5239273 nChanged 2
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Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5239273 nChanged 7
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Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5239277 nChanged 10
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Mstep: Class 1 contains 730 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5239280 nChanged 9
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Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 83605 members 
Entering Unmasked Estep 
Score: -5239290.500000 Penalty: 1032.162476
	Iteration 156Q: 3 clusters Score -5239290 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5239294 nChanged 14
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Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5239290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -5239294.500000 Penalty: 1032.162476
	Iteration 159Q: 3 clusters Score -5239294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -5239290.500000 Penalty: 1032.162476
	Iteration 160F: 3 clusters Score -5239290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -5239293.500000 Penalty: 1032.162476
	Iteration 161Q: 3 clusters Score -5239294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -5239290.000000 Penalty: 1032.162476
	Iteration 162Q: 3 clusters Score -5239290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -5239295.500000 Penalty: 1032.162476
	Iteration 163Q: 3 clusters Score -5239296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -5239299.500000 Penalty: 1032.162476
	Iteration 164Q: 3 clusters Score -5239300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -5239302.000000 Penalty: 1032.162476
	Iteration 165Q: 3 clusters Score -5239302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -5239301.500000 Penalty: 1032.162476
	Iteration 166Q: 3 clusters Score -5239302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -5239301.500000 Penalty: 1032.162476
	Iteration 167Q: 3 clusters Score -5239302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -5239302.000000 Penalty: 1032.162476
	Iteration 168Q: 3 clusters Score -5239302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -5239301.000000 Penalty: 1032.162476
	Iteration 169Q: 3 clusters Score -5239301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -5239300.000000 Penalty: 1032.162476
	Iteration 170Q: 3 clusters Score -5239300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -5239301.000000 Penalty: 1032.162476
	Iteration 171Q: 3 clusters Score -5239301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -5239306.500000 Penalty: 1032.162476
	Iteration 172Q: 3 clusters Score -5239306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -5239303.000000 Penalty: 1032.162476
	Iteration 173Q: 3 clusters Score -5239303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -5239305.500000 Penalty: 1032.162476
	Iteration 174Q: 3 clusters Score -5239306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -5239302.000000 Penalty: 1032.162476
	Iteration 175Q: 3 clusters Score -5239302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -5239305.000000 Penalty: 1032.162476
	Iteration 176Q: 3 clusters Score -5239305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -5239306.500000 Penalty: 1032.162476
	Iteration 177Q: 3 clusters Score -5239306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -5239311.000000 Penalty: 1032.162476
	Iteration 178Q: 3 clusters Score -5239311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -5239311.000000 Penalty: 1032.162476
	Iteration 179Q: 3 clusters Score -5239311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -5239306.500000 Penalty: 1032.162476
	Iteration 180F: 3 clusters Score -5239306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -5239310.000000 Penalty: 1032.162476
	Iteration 181Q: 3 clusters Score -5239310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -5239310.000000 Penalty: 1032.162476
	Iteration 182F: 3 clusters Score -5239310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14644.622070 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14644.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14776.701172 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14776.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14829.140625 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14829.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14847.190430 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14847.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14851.230469 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14851.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14859.936523 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14859.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14865.427734 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14865.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14867.634766 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14867.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14868.746094 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14868.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14870.694336 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14870.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14870.694336 Penalty: 511.126190
	Iteration 10F: 3 clusters Score -14870.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 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 253 members 
Entering Unmasked Estep 
Score: -32868.101562 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32868.1 nChanged 176
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: -32986.105469 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -32986.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33034.031250 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33034.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33072.722656 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -33072.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33101.945312 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33101.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33120.144531 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33120.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33131.761719 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33131.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33136.261719 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -33136.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33138.730469 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -33138.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33141.148438 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -33141.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33142.023438 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -33142.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33142.023438 Penalty: 565.892639
	Iteration 11F: 3 clusters Score -33142.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -30087.005859 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -30087.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29651.531250 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -29651.53 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29810.771484 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -29810.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29850.128906 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -29850.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29866.494141 Penalty: 560.092102
	Iteration 3Q: 3 clusters Score -29866.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29877.683594 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -29877.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29880.523438 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -29880.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29882.703125 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -29882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29883.488281 Penalty: 560.092102
	Iteration 7Q: 3 clusters Score -29883.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29883.488281 Penalty: 560.092102
	Iteration 8F: 3 clusters Score -29883.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Entering Unmasked Estep 
Score: -4242416.000000 Penalty: 506.696136
	Iteration 0F: 2 clusters Score -4242416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4196339.000000 Penalty: 1013.392273
	Iteration 0F: 3 clusters Score -4196339 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4215942.500000 Penalty: 1013.392273
	Iteration 1F: 3 clusters Score -4215942 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4216763.000000 Penalty: 1013.392273
	Iteration 2Q: 3 clusters Score -4216763 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -4218227.000000 Penalty: 1013.392273
	Iteration 3Q: 3 clusters Score -4218227 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4220861.500000 Penalty: 1013.392273
	Iteration 4F: 3 clusters Score -4220862 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4225066.500000 Penalty: 1013.392273
	Iteration 5F: 3 clusters Score -4225066 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4230606.000000 Penalty: 1013.392273
	Iteration 6F: 3 clusters Score -4230606 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4235447.500000 Penalty: 1013.392273
	Iteration 7F: 3 clusters Score -4235448 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4238275.000000 Penalty: 1013.392273
	Iteration 8Q: 3 clusters Score -4238275 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4239722.000000 Penalty: 1013.392273
	Iteration 9Q: 3 clusters Score -4239722 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4240496.500000 Penalty: 1013.392273
	Iteration 10Q: 3 clusters Score -4240496 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4240950.500000 Penalty: 1013.392273
	Iteration 11Q: 3 clusters Score -4240950 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4241264.000000 Penalty: 1013.392273
	Iteration 12Q: 3 clusters Score -4241264 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4241510.500000 Penalty: 1013.392273
	Iteration 13Q: 3 clusters Score -4241510 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4241689.000000 Penalty: 1013.392273
	Iteration 14Q: 3 clusters Score -4241689 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4241806.000000 Penalty: 1013.392273
	Iteration 15Q: 3 clusters Score -4241806 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4241885.500000 Penalty: 1013.392273
	Iteration 16Q: 3 clusters Score -4241886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4241956.500000 Penalty: 1013.392273
	Iteration 17Q: 3 clusters Score -4241956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4241979.500000 Penalty: 1013.392273
	Iteration 18Q: 3 clusters Score -4241980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4242008.000000 Penalty: 1013.392273
	Iteration 19Q: 3 clusters Score -4242008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4242031.500000 Penalty: 1013.392273
	Iteration 20F: 3 clusters Score -4242032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4242042.000000 Penalty: 1013.392273
	Iteration 21Q: 3 clusters Score -4242042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4242045.000000 Penalty: 1013.392273
	Iteration 22Q: 3 clusters Score -4242045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4242064.500000 Penalty: 1013.392273
	Iteration 23Q: 3 clusters Score -4242064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4242064.500000 Penalty: 1013.392273
	Iteration 24Q: 3 clusters Score -4242064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4242068.500000 Penalty: 1013.392273
	Iteration 25Q: 3 clusters Score -4242068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4242071.000000 Penalty: 1013.392273
	Iteration 26Q: 3 clusters Score -4242071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4242066.000000 Penalty: 1013.392273
	Iteration 27Q: 3 clusters Score -4242066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4242066.000000 Penalty: 1013.392273
	Iteration 28Q: 3 clusters Score -4242066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4242067.000000 Penalty: 1013.392273
	Iteration 29Q: 3 clusters Score -4242067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4242068.500000 Penalty: 1013.392273
	Iteration 30Q: 3 clusters Score -4242068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4242067.500000 Penalty: 1013.392273
	Iteration 31Q: 3 clusters Score -4242068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4242069.500000 Penalty: 1013.392273
	Iteration 32Q: 3 clusters Score -4242070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4242066.500000 Penalty: 1013.392273
	Iteration 33Q: 3 clusters Score -4242066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4242064.500000 Penalty: 1013.392273
	Iteration 34Q: 3 clusters Score -4242064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4242064.500000 Penalty: 1013.392273
	Iteration 35F: 3 clusters Score -4242064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.208984 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.21 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 181 members 
Entering Unmasked Estep 
Score: -22179.085938 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22179.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22286.542969 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22286.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22341.427734 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22341.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22384.615234 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22384.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22422.347656 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22422.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22447.871094 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22447.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22468.191406 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22468.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22482.087891 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22482.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22491.732422 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22491.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22498.509766 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22498.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22502.173828 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22502.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22504.847656 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22504.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22508.318359 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -22508.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22512.632812 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -22512.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22513.533203 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -22513.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22519.548828 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -22519.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22520.660156 Penalty: 538.374390
	Iteration 16Q: 3 clusters Score -22520.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22520.660156 Penalty: 538.374390
	Iteration 17F: 3 clusters Score -22520.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7586.174316 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7586.174 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 89 members 
Entering Unmasked Estep 
Score: -7334.157227 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7334.157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7396.835938 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7396.836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7421.337891 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -7421.338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7428.965820 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7428.966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7433.068359 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7433.068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7433.439941 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7433.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7433.439941 Penalty: 475.542938
	Iteration 6F: 3 clusters Score -7433.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -42875.753906 Penalty: 298.462494
	Iteration 0F: 2 clusters Score -42875.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42235.933594 Penalty: 596.924988
	Iteration 0F: 3 clusters Score -42235.93 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42394.085938 Penalty: 596.924988
	Iteration 1F: 3 clusters Score -42394.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42472.566406 Penalty: 596.924988
	Iteration 2F: 3 clusters Score -42472.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42540.199219 Penalty: 596.924988
	Iteration 3F: 3 clusters Score -42540.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42612.343750 Penalty: 596.924988
	Iteration 4F: 3 clusters Score -42612.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42700.324219 Penalty: 596.924988
	Iteration 5F: 3 clusters Score -42700.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42781.519531 Penalty: 596.924988
	Iteration 6F: 3 clusters Score -42781.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42844.714844 Penalty: 596.924988
	Iteration 7Q: 3 clusters Score -42844.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42862.953125 Penalty: 596.924988
	Iteration 8Q: 3 clusters Score -42862.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42886.273438 Penalty: 596.924988
	Iteration 9Q: 3 clusters Score -42886.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42939.332031 Penalty: 596.924988
	Iteration 10Q: 3 clusters Score -42939.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42992.035156 Penalty: 596.924988
	Iteration 11Q: 3 clusters Score -42992.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43016.167969 Penalty: 596.924988
	Iteration 12Q: 3 clusters Score -43016.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43025.734375 Penalty: 596.924988
	Iteration 13Q: 3 clusters Score -43025.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43041.832031 Penalty: 596.924988
	Iteration 14Q: 3 clusters Score -43041.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43070.214844 Penalty: 596.924988
	Iteration 15Q: 3 clusters Score -43070.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43076.800781 Penalty: 596.924988
	Iteration 16Q: 3 clusters Score -43076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43079.746094 Penalty: 596.924988
	Iteration 17Q: 3 clusters Score -43079.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43081.652344 Penalty: 596.924988
	Iteration 18Q: 3 clusters Score -43081.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43082.906250 Penalty: 596.924988
	Iteration 19Q: 3 clusters Score -43082.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43082.937500 Penalty: 596.924988
	Iteration 20F: 3 clusters Score -43082.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43084.011719 Penalty: 596.924988
	Iteration 21Q: 3 clusters Score -43084.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43085.367188 Penalty: 596.924988
	Iteration 22Q: 3 clusters Score -43085.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43086.472656 Penalty: 596.924988
	Iteration 23Q: 3 clusters Score -43086.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43089.476562 Penalty: 596.924988
	Iteration 24Q: 3 clusters Score -43089.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43093.468750 Penalty: 596.924988
	Iteration 25Q: 3 clusters Score -43093.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43097.593750 Penalty: 596.924988
	Iteration 26Q: 3 clusters Score -43097.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43102.339844 Penalty: 596.924988
	Iteration 27Q: 3 clusters Score -43102.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43126.886719 Penalty: 596.924988
	Iteration 28Q: 3 clusters Score -43126.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43146.164062 Penalty: 596.924988
	Iteration 29Q: 3 clusters Score -43146.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43147.277344 Penalty: 596.924988
	Iteration 30Q: 3 clusters Score -43147.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43149.882812 Penalty: 596.924988
	Iteration 31Q: 3 clusters Score -43149.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43152.636719 Penalty: 596.924988
	Iteration 32F: 3 clusters Score -43152.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43153.296875 Penalty: 596.924988
	Iteration 33Q: 3 clusters Score -43153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43153.296875 Penalty: 596.924988
	Iteration 34F: 3 clusters Score -43153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292828.000000 Penalty: 43660.085938
Splitting cluster 35 changes total score from -53292800.000000 to -53292828.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28070.656250 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28070.66 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28228.839844 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28228.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28299.589844 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28299.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28349.115234 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28349.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28408.292969 Penalty: 558.139221
	Iteration 4F: 3 clusters Score -28408.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28450.000000 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28465.638672 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28465.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28470.488281 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28470.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28472.603516 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28476.044922 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28476.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28478.298828 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -28478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28478.804688 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -28478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28479.935547 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -28479.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28479.935547 Penalty: 558.139221
	Iteration 13F: 3 clusters Score -28479.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 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 109 members 
Entering Unmasked Estep 
Score: -6037.889160 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6037.889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6190.730957 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6190.731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6270.827148 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6270.827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6293.396484 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -6293.396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6297.043945 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6297.044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6297.580078 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6297.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6297.580078 Penalty: 504.965912
	Iteration 6F: 3 clusters Score -6297.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -125566.109375 Penalty: 344.828888
	Iteration 0F: 2 clusters Score -125566.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -124174.968750 Penalty: 689.657776
	Iteration 0F: 3 clusters Score -124175 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -124608.546875 Penalty: 689.657776
	Iteration 1F: 3 clusters Score -124608.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -124671.031250 Penalty: 689.657776
	Iteration 2F: 3 clusters Score -124671 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -124730.367188 Penalty: 689.657776
	Iteration 3F: 3 clusters Score -124730.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -124776.890625 Penalty: 689.657776
	Iteration 4Q: 3 clusters Score -124776.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -124830.687500 Penalty: 689.657776
	Iteration 5Q: 3 clusters Score -124830.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -124891.031250 Penalty: 689.657776
	Iteration 6Q: 3 clusters Score -124891 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -124947.531250 Penalty: 689.657776
	Iteration 7Q: 3 clusters Score -124947.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -124985.101562 Penalty: 689.657776
	Iteration 8Q: 3 clusters Score -124985.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -125018.382812 Penalty: 689.657776
	Iteration 9Q: 3 clusters Score -125018.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -125048.554688 Penalty: 689.657776
	Iteration 10Q: 3 clusters Score -125048.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -125080.609375 Penalty: 689.657776
	Iteration 11Q: 3 clusters Score -125080.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -125124.664062 Penalty: 689.657776
	Iteration 12Q: 3 clusters Score -125124.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -125160.015625 Penalty: 689.657776
	Iteration 13Q: 3 clusters Score -125160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -125184.906250 Penalty: 689.657776
	Iteration 14Q: 3 clusters Score -125184.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -125204.164062 Penalty: 689.657776
	Iteration 15Q: 3 clusters Score -125204.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -125220.039062 Penalty: 689.657776
	Iteration 16Q: 3 clusters Score -125220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -125232.757812 Penalty: 689.657776
	Iteration 17Q: 3 clusters Score -125232.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -125242.015625 Penalty: 689.657776
	Iteration 18Q: 3 clusters Score -125242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -125248.859375 Penalty: 689.657776
	Iteration 19Q: 3 clusters Score -125248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -125254.968750 Penalty: 689.657776
	Iteration 20F: 3 clusters Score -125255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -125259.703125 Penalty: 689.657776
	Iteration 21Q: 3 clusters Score -125259.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -125266.851562 Penalty: 689.657776
	Iteration 22Q: 3 clusters Score -125266.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -125276.585938 Penalty: 689.657776
	Iteration 23Q: 3 clusters Score -125276.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -125284.828125 Penalty: 689.657776
	Iteration 24Q: 3 clusters Score -125284.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -125290.343750 Penalty: 689.657776
	Iteration 25Q: 3 clusters Score -125290.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -125296.179688 Penalty: 689.657776
	Iteration 26Q: 3 clusters Score -125296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -125305.976562 Penalty: 689.657776
	Iteration 27Q: 3 clusters Score -125306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -125313.382812 Penalty: 689.657776
	Iteration 28Q: 3 clusters Score -125313.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -125319.132812 Penalty: 689.657776
	Iteration 29Q: 3 clusters Score -125319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -125322.750000 Penalty: 689.657776
	Iteration 30Q: 3 clusters Score -125322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -125325.125000 Penalty: 689.657776
	Iteration 31Q: 3 clusters Score -125325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -125326.421875 Penalty: 689.657776
	Iteration 32Q: 3 clusters Score -125326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -125327.750000 Penalty: 689.657776
	Iteration 33Q: 3 clusters Score -125327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -125329.156250 Penalty: 689.657776
	Iteration 34Q: 3 clusters Score -125329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -125330.804688 Penalty: 689.657776
	Iteration 35Q: 3 clusters Score -125330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -125331.632812 Penalty: 689.657776
	Iteration 36Q: 3 clusters Score -125331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -125332.640625 Penalty: 689.657776
	Iteration 37Q: 3 clusters Score -125332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -125334.187500 Penalty: 689.657776
	Iteration 38Q: 3 clusters Score -125334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -125335.492188 Penalty: 689.657776
	Iteration 39Q: 3 clusters Score -125335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -125340.039062 Penalty: 689.657776
	Iteration 40F: 3 clusters Score -125340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -125345.210938 Penalty: 689.657776
	Iteration 41Q: 3 clusters Score -125345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -125348.367188 Penalty: 689.657776
	Iteration 42Q: 3 clusters Score -125348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -125350.054688 Penalty: 689.657776
	Iteration 43Q: 3 clusters Score -125350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -125352.765625 Penalty: 689.657776
	Iteration 44Q: 3 clusters Score -125352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -125355.898438 Penalty: 689.657776
	Iteration 45Q: 3 clusters Score -125355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -125357.531250 Penalty: 689.657776
	Iteration 46Q: 3 clusters Score -125357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -125358.851562 Penalty: 689.657776
	Iteration 47Q: 3 clusters Score -125358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -125359.710938 Penalty: 689.657776
	Iteration 48Q: 3 clusters Score -125359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -125360.414062 Penalty: 689.657776
	Iteration 49Q: 3 clusters Score -125360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -125361.679688 Penalty: 689.657776
	Iteration 50Q: 3 clusters Score -125361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -125362.226562 Penalty: 689.657776
	Iteration 51Q: 3 clusters Score -125362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -125362.460938 Penalty: 689.657776
	Iteration 52Q: 3 clusters Score -125362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -125362.460938 Penalty: 689.657776
	Iteration 53F: 3 clusters Score -125362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -11724.735352 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -11724.74 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 91 members 
Entering Unmasked Estep 
Score: -11441.304688 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -11441.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11526.003906 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -11526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11566.548828 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -11566.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11636.659180 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -11636.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11724.063477 Penalty: 482.600739
	Iteration 4F: 3 clusters Score -11724.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11856.602539 Penalty: 482.600739
	Iteration 5F: 3 clusters Score -11856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11962.228516 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -11962.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12039.752930 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -12039.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12062.173828 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -12062.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12062.173828 Penalty: 482.600739
	Iteration 9F: 3 clusters Score -12062.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 67 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 134 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292740.000000 Penalty: 44283.800781
Splitting cluster 39 changes total score from -53292800.000000 to -53292740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (108958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108958 members 
Entering Unmasked Estep 
Score: -6666600.500000 Penalty: 527.741638
	Iteration 0F: 2 clusters Score -6666600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -6594000.000000 Penalty: 1055.483276
	Iteration 0F: 3 clusters Score -6594000 nChanged 53213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -6625379.000000 Penalty: 1055.483276
	Iteration 1F: 3 clusters Score -6625379 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6626448.500000 Penalty: 1055.483276
	Iteration 2Q: 3 clusters Score -6626448 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -6627703.500000 Penalty: 1055.483276
	Iteration 3Q: 3 clusters Score -6627704 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -6629411.500000 Penalty: 1055.483276
	Iteration 4Q: 3 clusters Score -6629412 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -6632217.000000 Penalty: 1055.483276
	Iteration 5F: 3 clusters Score -6632217 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -6636457.000000 Penalty: 1055.483276
	Iteration 6F: 3 clusters Score -6636457 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6642355.500000 Penalty: 1055.483276
	Iteration 7F: 3 clusters Score -6642356 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -6649321.500000 Penalty: 1055.483276
	Iteration 8F: 3 clusters Score -6649322 nChanged 6198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6657885 nChanged 2789
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Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6659565 nChanged 2036
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Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6661519 nChanged 1444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6662148 nChanged 1221
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Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6663069 nChanged 970
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Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6663359 nChanged 889
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Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6663589 nChanged 756
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Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6663822 nChanged 685
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Mstep: Class 1 contains 94372 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6663994 nChanged 621
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Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6664096 nChanged 565
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Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6664238 nChanged 588
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Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6664346 nChanged 552
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Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6664492 nChanged 566
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Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6664606 nChanged 556
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Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6664702 nChanged 556
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Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6664790 nChanged 515
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Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6664866 nChanged 480
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Mstep: Class 1 contains 99281 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6664915 nChanged 493
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Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6665011 nChanged 449
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Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6665104 nChanged 398
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Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6665188 nChanged 394
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Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6665237 nChanged 391
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Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6665292 nChanged 389
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Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6665386 nChanged 341
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Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 6822 members 
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	Iteration 36Q: 3 clusters Score -6665421 nChanged 319
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Mstep: Class 1 contains 102455 members 
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	Iteration 37Q: 3 clusters Score -6665464 nChanged 339
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Mstep: Class 2 contains 6164 members 
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	Iteration 38Q: 3 clusters Score -6665516 nChanged 297
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Mstep: Class 2 contains 5867 members 
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Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 5592 members 
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Mstep: Class 1 contains 104359 members 
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Mstep: Class 2 contains 4204 members 
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Mstep: Class 1 contains 104955 members 
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Mstep: Class 1 contains 105139 members 
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	Iteration 48Q: 3 clusters Score -6665832 nChanged 179
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Mstep: Class 1 contains 105318 members 
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	Iteration 49Q: 3 clusters Score -6665866 nChanged 167
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Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 3473 members 
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Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 3311 members 
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	Iteration 51Q: 3 clusters Score -6665886 nChanged 164
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Mstep: Class 1 contains 105963 members 
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	Iteration 53Q: 3 clusters Score -6665921 nChanged 134
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Mstep: Class 1 contains 106097 members 
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	Iteration 54Q: 3 clusters Score -6665932 nChanged 127
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Mstep: Class 1 contains 106222 members 
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	Iteration 55Q: 3 clusters Score -6665942 nChanged 125
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Mstep: Class 1 contains 106347 members 
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	Iteration 56Q: 3 clusters Score -6665960 nChanged 126
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	Iteration 57Q: 3 clusters Score -6665960 nChanged 139
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Mstep: Class 1 contains 106612 members 
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	Iteration 58Q: 3 clusters Score -6665979 nChanged 124
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Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 2224 members 
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	Iteration 59Q: 3 clusters Score -6666004 nChanged 114
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	Iteration 60F: 3 clusters Score -6666026 nChanged 100
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	Iteration 61Q: 3 clusters Score -6666017 nChanged 84
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	Iteration 62Q: 3 clusters Score -6666028 nChanged 94
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	Iteration 63Q: 3 clusters Score -6666016 nChanged 81
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	Iteration 64Q: 3 clusters Score -6666022 nChanged 81
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	Iteration 65Q: 3 clusters Score -6666026 nChanged 73
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	Iteration 66Q: 3 clusters Score -6666031 nChanged 67
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Mstep: Class 1 contains 107424 members 
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	Iteration 67Q: 3 clusters Score -6666038 nChanged 62
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	Iteration 70Q: 3 clusters Score -6666073 nChanged 45
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	Iteration 71Q: 3 clusters Score -6666084 nChanged 44
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6666082 nChanged 44
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6666100 nChanged 31
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	Iteration 77Q: 3 clusters Score -6666110 nChanged 27
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	Iteration 78Q: 3 clusters Score -6666118 nChanged 30
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	Iteration 79Q: 3 clusters Score -6666104 nChanged 28
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	Iteration 80F: 3 clusters Score -6666108 nChanged 35
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	Iteration 81Q: 3 clusters Score -6666120 nChanged 31
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	Iteration 82Q: 3 clusters Score -6666107 nChanged 36
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	Iteration 83Q: 3 clusters Score -6666116 nChanged 35
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	Iteration 84Q: 3 clusters Score -6666113 nChanged 40
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	Iteration 85Q: 3 clusters Score -6666118 nChanged 27
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	Iteration 86Q: 3 clusters Score -6666128 nChanged 26
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	Iteration 87Q: 3 clusters Score -6666126 nChanged 24
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	Iteration 88Q: 3 clusters Score -6666128 nChanged 22
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	Iteration 89Q: 3 clusters Score -6666137 nChanged 27
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	Iteration 90Q: 3 clusters Score -6666148 nChanged 18
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	Iteration 91Q: 3 clusters Score -6666166 nChanged 24
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	Iteration 92Q: 3 clusters Score -6666170 nChanged 22
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	Iteration 93Q: 3 clusters Score -6666174 nChanged 24
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	Iteration 94Q: 3 clusters Score -6666176 nChanged 23
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	Iteration 95Q: 3 clusters Score -6666181 nChanged 23
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	Iteration 96Q: 3 clusters Score -6666192 nChanged 23
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	Iteration 97Q: 3 clusters Score -6666198 nChanged 12
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Mstep: Class 2 contains 576 members 
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	Iteration 98Q: 3 clusters Score -6666201 nChanged 15
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	Iteration 99Q: 3 clusters Score -6666202 nChanged 11
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	Iteration 100F: 3 clusters Score -6666198 nChanged 11
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	Iteration 101Q: 3 clusters Score -6666192 nChanged 11
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Mstep: Class 1 contains 108428 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6666191.500000 Penalty: 1055.483276
	Iteration 102Q: 3 clusters Score -6666192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6666192.000000 Penalty: 1055.483276
	Iteration 103Q: 3 clusters Score -6666192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6666194.000000 Penalty: 1055.483276
	Iteration 104Q: 3 clusters Score -6666194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6666194.500000 Penalty: 1055.483276
	Iteration 105Q: 3 clusters Score -6666194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6666198.500000 Penalty: 1055.483276
	Iteration 106Q: 3 clusters Score -6666198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6666197.500000 Penalty: 1055.483276
	Iteration 107Q: 3 clusters Score -6666198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6666197.500000 Penalty: 1055.483276
	Iteration 108Q: 3 clusters Score -6666198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6666202.500000 Penalty: 1055.483276
	Iteration 109Q: 3 clusters Score -6666202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6666200.500000 Penalty: 1055.483276
	Iteration 110Q: 3 clusters Score -6666200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6666203.500000 Penalty: 1055.483276
	Iteration 111Q: 3 clusters Score -6666204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6666206.000000 Penalty: 1055.483276
	Iteration 112Q: 3 clusters Score -6666206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6666206.500000 Penalty: 1055.483276
	Iteration 113Q: 3 clusters Score -6666206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6666205.500000 Penalty: 1055.483276
	Iteration 114Q: 3 clusters Score -6666206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6666205.000000 Penalty: 1055.483276
	Iteration 115Q: 3 clusters Score -6666205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6666208.500000 Penalty: 1055.483276
	Iteration 116Q: 3 clusters Score -6666208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6666203.000000 Penalty: 1055.483276
	Iteration 117Q: 3 clusters Score -6666203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6666199.500000 Penalty: 1055.483276
	Iteration 118Q: 3 clusters Score -6666200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6666201.500000 Penalty: 1055.483276
	Iteration 119Q: 3 clusters Score -6666202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6666202.000000 Penalty: 1055.483276
	Iteration 120F: 3 clusters Score -6666202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6666199.000000 Penalty: 1055.483276
	Iteration 121Q: 3 clusters Score -6666199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6666207.000000 Penalty: 1055.483276
	Iteration 122Q: 3 clusters Score -6666207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6666209.500000 Penalty: 1055.483276
	Iteration 123Q: 3 clusters Score -6666210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6666207.500000 Penalty: 1055.483276
	Iteration 124Q: 3 clusters Score -6666208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6666203.000000 Penalty: 1055.483276
	Iteration 125Q: 3 clusters Score -6666203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6666201.500000 Penalty: 1055.483276
	Iteration 126Q: 3 clusters Score -6666202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6666207.500000 Penalty: 1055.483276
	Iteration 127Q: 3 clusters Score -6666208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6666207.000000 Penalty: 1055.483276
	Iteration 128Q: 3 clusters Score -6666207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6666213.000000 Penalty: 1055.483276
	Iteration 129Q: 3 clusters Score -6666213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6666214.000000 Penalty: 1055.483276
	Iteration 130Q: 3 clusters Score -6666214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6666217.500000 Penalty: 1055.483276
	Iteration 131Q: 3 clusters Score -6666218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6666215.000000 Penalty: 1055.483276
	Iteration 132Q: 3 clusters Score -6666215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6666218.000000 Penalty: 1055.483276
	Iteration 133Q: 3 clusters Score -6666218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6666218.000000 Penalty: 1055.483276
	Iteration 134F: 3 clusters Score -6666218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2574.162842 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2574.163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2588.790527 Penalty: 354.155670
	Iteration 1Q: 3 clusters Score -2588.791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2600.401855 Penalty: 354.155670
	Iteration 2Q: 3 clusters Score -2600.402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2600.401855 Penalty: 354.155670
	Iteration 3F: 3 clusters Score -2600.402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -69039.679688 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -69039.68 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 527 members 
Entering Unmasked Estep 
Score: -68153.773438 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -68153.77 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68567.523438 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -68567.52 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68749.820312 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -68749.82 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68873.101562 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -68873.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68944.820312 Penalty: 637.526794
	Iteration 4F: 3 clusters Score -68944.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68972.937500 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -68972.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68984.289062 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -68984.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68998.531250 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -68998.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69013.718750 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -69013.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69028.320312 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -69028.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69038.781250 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -69038.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69044.812500 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -69044.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69049.835938 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -69049.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -69053.281250 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -69053.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -69060.937500 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -69060.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69063.156250 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -69063.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69065.648438 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -69065.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -69069.875000 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -69069.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -69069.921875 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -69069.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -69069.921875 Penalty: 637.526794
	Iteration 19F: 3 clusters Score -69069.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 953 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 150 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292516.000000 Penalty: 44283.800781
Splitting cluster 42 changes total score from -53292800.000000 to -53292516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 81 members 
Entering Unmasked Estep 
Score: -8804.289062 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8804.289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8860.234375 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8860.234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8884.575195 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8884.575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8910.018555 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8910.019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8924.166016 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8924.166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8930.791016 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8930.791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8935.236328 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8935.236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8935.236328 Penalty: 464.087830
	Iteration 7F: 3 clusters Score -8935.236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -9066.286133 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -9066.286 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 73 members 
Entering Unmasked Estep 
Score: -8812.965820 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -8812.966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8886.064453 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -8886.064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8920.484375 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -8920.484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8958.626953 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -8958.627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8983.731445 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -8983.731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8997.105469 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -8997.105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9005.572266 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -9005.572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9005.572266 Penalty: 454.746338
	Iteration 7F: 3 clusters Score -9005.572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 157 members 
Entering Unmasked Estep 
Score: -20385.568359 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20385.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20484.582031 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20484.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20518.650391 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20518.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20540.578125 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -20540.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20553.095703 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20553.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20571.945312 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20571.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20592.574219 Penalty: 527.992737
	Iteration 6F: 3 clusters Score -20592.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20604.570312 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20604.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20622.712891 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20622.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20623.345703 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20623.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20623.794922 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -20623.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20623.794922 Penalty: 527.992737
	Iteration 11F: 3 clusters Score -20623.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 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 214 members 
Entering Unmasked Estep 
Score: -25984.712891 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25984.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26107.439453 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26107.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26148.619141 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26148.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26175.042969 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -26175.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26192.289062 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -26192.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26223.146484 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26223.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26242.095703 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26255.578125 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26255.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26265.207031 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26265.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26275.884766 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26275.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26287.988281 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26287.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26293.914062 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26293.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26300.728516 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26300.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26308.396484 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -26308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26313.203125 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -26313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26313.761719 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -26313.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26314.691406 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -26314.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26315.005859 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -26315.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26315.005859 Penalty: 549.446228
	Iteration 18F: 3 clusters Score -26315.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11641.001953 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11641 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 125 members 
Entering Unmasked Estep 
Score: -11343.708008 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11343.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11545.563477 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11545.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11626.966797 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11626.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11659.082031 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -11659.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11666.420898 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11666.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11674.822266 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11674.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11689.228516 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11689.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11691.366211 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -11691.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11691.954102 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -11691.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11691.954102 Penalty: 499.868591
	Iteration 9F: 3 clusters Score -11691.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 128 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292500.000000 Penalty: 44283.800781
Splitting cluster 47 changes total score from -53292800.000000 to -53292500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 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 66 members 
Entering Unmasked Estep 
Score: -7765.363770 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7765.364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7830.440918 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7830.441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7849.264160 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7849.264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7853.037109 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7853.037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7859.202637 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7859.203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7869.260742 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7869.261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7869.260742 Penalty: 447.718262
	Iteration 6F: 3 clusters Score -7869.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9036.307617 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9036.308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9109.869141 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9109.869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9139.125977 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9139.126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9147.223633 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9147.224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9157.314453 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9157.314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9164.119141 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -9164.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9166.690430 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -9166.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9166.690430 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -9166.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -53376.253906 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -53376.25 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 425 members 
Entering Unmasked Estep 
Score: -52702.167969 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -52702.17 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -52933.355469 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -52933.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53019.609375 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -53019.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53074.601562 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -53074.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53127.644531 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -53127.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53153.750000 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -53153.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53166.738281 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -53166.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53173.546875 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -53173.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53176.285156 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -53176.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53180.652344 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -53180.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53186.343750 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -53186.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53191.976562 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -53191.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -53203.320312 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -53203.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -53216.750000 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -53216.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -53227.820312 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -53227.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53235.609375 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -53235.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53243.089844 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -53243.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53246.601562 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -53246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53248.660156 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -53248.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -53252.085938 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -53252.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -53257.308594 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -53257.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53264.886719 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -53264.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -53269.808594 Penalty: 609.990112
	Iteration 22Q: 3 clusters Score -53269.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53274.531250 Penalty: 609.990112
	Iteration 23Q: 3 clusters Score -53274.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53281.847656 Penalty: 609.990112
	Iteration 24Q: 3 clusters Score -53281.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -53288.230469 Penalty: 609.990112
	Iteration 25Q: 3 clusters Score -53288.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53295.914062 Penalty: 609.990112
	Iteration 26Q: 3 clusters Score -53295.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53303.519531 Penalty: 609.990112
	Iteration 27Q: 3 clusters Score -53303.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -53310.730469 Penalty: 609.990112
	Iteration 28Q: 3 clusters Score -53310.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53317.230469 Penalty: 609.990112
	Iteration 29Q: 3 clusters Score -53317.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -53321.453125 Penalty: 609.990112
	Iteration 30Q: 3 clusters Score -53321.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53324.355469 Penalty: 609.990112
	Iteration 31Q: 3 clusters Score -53324.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -53331.175781 Penalty: 609.990112
	Iteration 32Q: 3 clusters Score -53331.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -53336.929688 Penalty: 609.990112
	Iteration 33Q: 3 clusters Score -53336.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -53338.789062 Penalty: 609.990112
	Iteration 34Q: 3 clusters Score -53338.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53340.531250 Penalty: 609.990112
	Iteration 35Q: 3 clusters Score -53340.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -53341.453125 Penalty: 609.990112
	Iteration 36Q: 3 clusters Score -53341.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -53342.726562 Penalty: 609.990112
	Iteration 37Q: 3 clusters Score -53342.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53342.886719 Penalty: 609.990112
	Iteration 38Q: 3 clusters Score -53342.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -53343.046875 Penalty: 609.990112
	Iteration 39Q: 3 clusters Score -53343.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -53343.046875 Penalty: 609.990112
	Iteration 40F: 3 clusters Score -53343.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -45178.679688 Penalty: 298.333405
	Iteration 0F: 2 clusters Score -45178.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44562.750000 Penalty: 596.666809
	Iteration 0F: 3 clusters Score -44562.75 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44759.660156 Penalty: 596.666809
	Iteration 1F: 3 clusters Score -44759.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44813.437500 Penalty: 596.666809
	Iteration 2F: 3 clusters Score -44813.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44849.351562 Penalty: 596.666809
	Iteration 3F: 3 clusters Score -44849.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44880.375000 Penalty: 596.666809
	Iteration 4Q: 3 clusters Score -44880.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44911.281250 Penalty: 596.666809
	Iteration 5Q: 3 clusters Score -44911.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44938.933594 Penalty: 596.666809
	Iteration 6Q: 3 clusters Score -44938.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44963.265625 Penalty: 596.666809
	Iteration 7Q: 3 clusters Score -44963.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44972.917969 Penalty: 596.666809
	Iteration 8Q: 3 clusters Score -44972.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44982.097656 Penalty: 596.666809
	Iteration 9Q: 3 clusters Score -44982.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44990.457031 Penalty: 596.666809
	Iteration 10Q: 3 clusters Score -44990.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45000.574219 Penalty: 596.666809
	Iteration 11Q: 3 clusters Score -45000.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45005.546875 Penalty: 596.666809
	Iteration 12Q: 3 clusters Score -45005.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45008.363281 Penalty: 596.666809
	Iteration 13Q: 3 clusters Score -45008.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45009.386719 Penalty: 596.666809
	Iteration 14Q: 3 clusters Score -45009.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45009.636719 Penalty: 596.666809
	Iteration 15Q: 3 clusters Score -45009.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45009.636719 Penalty: 596.666809
	Iteration 16F: 3 clusters Score -45009.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5858.946777 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5858.947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5647.896973 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5647.897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5693.227051 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5693.227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5721.237793 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5721.238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5727.006348 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5727.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5728.074219 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5728.074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5728.074219 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -5728.074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -12928.101562 Penalty: 243.938797
	Iteration 0F: 2 clusters Score -12928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12629.238281 Penalty: 487.877594
	Iteration 0F: 3 clusters Score -12629.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12684.721680 Penalty: 487.877594
	Iteration 1F: 3 clusters Score -12684.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12697.950195 Penalty: 487.877594
	Iteration 2F: 3 clusters Score -12697.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12703.190430 Penalty: 487.877594
	Iteration 3Q: 3 clusters Score -12703.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12710.716797 Penalty: 487.877594
	Iteration 4Q: 3 clusters Score -12710.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12717.079102 Penalty: 487.877594
	Iteration 5Q: 3 clusters Score -12717.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12725.580078 Penalty: 487.877594
	Iteration 6Q: 3 clusters Score -12725.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12725.813477 Penalty: 487.877594
	Iteration 7Q: 3 clusters Score -12725.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12726.809570 Penalty: 487.877594
	Iteration 8Q: 3 clusters Score -12726.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12726.809570 Penalty: 487.877594
	Iteration 9F: 3 clusters Score -12726.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13945.334961 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13945.33 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 112 members 
Entering Unmasked Estep 
Score: -13649.353516 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13649.35 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13762.412109 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13762.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13802.269531 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13802.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13835.968750 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -13835.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13857.861328 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13857.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13863.621094 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13863.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13871.051758 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13871.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13878.546875 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13878.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13891.219727 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13891.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13905.837891 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13905.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13906.310547 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13906.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13906.310547 Penalty: 496.434235
	Iteration 11F: 3 clusters Score -13906.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 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 55 members 
Entering Unmasked Estep 
Score: -1849.807007 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1849.807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1880.074219 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1880.074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1903.902222 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -1903.902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1908.946411 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -1908.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1909.277588 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -1909.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1909.277588 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -1909.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34833.992188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34833.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34301.781250 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34301.78 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34481.234375 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34481.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34605.789062 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34605.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34697.320312 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34697.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34766.449219 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -34766.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34806.855469 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34806.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34842.390625 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34842.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34859.949219 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34859.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34870.800781 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34876.816406 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34876.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34877.851562 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -34877.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34879.292969 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -34879.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34880.324219 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -34880.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34881.257812 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -34881.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34882.343750 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -34882.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34883.414062 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -34883.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34885.281250 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -34885.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34886.273438 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -34886.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34886.273438 Penalty: 577.930603
	Iteration 18F: 3 clusters Score -34886.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 415 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 158 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292580.000000 Penalty: 44283.800781
Splitting cluster 56 changes total score from -53292800.000000 to -53292580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42502.691406 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42502.69 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42759.957031 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42759.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42880.246094 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42880.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -42963.660156 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42963.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43004.613281 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -43004.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -43036.988281 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -43036.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -43060.867188 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -43060.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -43072.726562 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -43072.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43082.367188 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -43082.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43090.480469 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -43090.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43112.761719 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -43112.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43118.628906 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -43118.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43120.734375 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -43120.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43120.734375 Penalty: 592.026367
	Iteration 13F: 3 clusters Score -43120.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 153 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 516 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292484.000000 Penalty: 44283.800781
Splitting cluster 57 changes total score from -53292800.000000 to -53292484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (14850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Entering Unmasked Estep 
Score: -963902.312500 Penalty: 437.061859
	Iteration 0F: 2 clusters Score -963902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -953976.625000 Penalty: 874.123718
	Iteration 0F: 3 clusters Score -953976.6 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -957916.500000 Penalty: 874.123718
	Iteration 1F: 3 clusters Score -957916.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -958086.125000 Penalty: 874.123718
	Iteration 2Q: 3 clusters Score -958086.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -958276.812500 Penalty: 874.123718
	Iteration 3Q: 3 clusters Score -958276.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -958520.312500 Penalty: 874.123718
	Iteration 4Q: 3 clusters Score -958520.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -958884.937500 Penalty: 874.123718
	Iteration 5Q: 3 clusters Score -958884.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -959496.625000 Penalty: 874.123718
	Iteration 6F: 3 clusters Score -959496.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -960264.187500 Penalty: 874.123718
	Iteration 7F: 3 clusters Score -960264.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -961010.062500 Penalty: 874.123718
	Iteration 8F: 3 clusters Score -961010.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -961543.625000 Penalty: 874.123718
	Iteration 9Q: 3 clusters Score -961543.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -961836.562500 Penalty: 874.123718
	Iteration 10Q: 3 clusters Score -961836.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -962044.937500 Penalty: 874.123718
	Iteration 11Q: 3 clusters Score -962044.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -962179.187500 Penalty: 874.123718
	Iteration 12Q: 3 clusters Score -962179.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -962294.000000 Penalty: 874.123718
	Iteration 13Q: 3 clusters Score -962294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -962396.312500 Penalty: 874.123718
	Iteration 14Q: 3 clusters Score -962396.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -962485.687500 Penalty: 874.123718
	Iteration 15Q: 3 clusters Score -962485.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -962578.875000 Penalty: 874.123718
	Iteration 16Q: 3 clusters Score -962578.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -962690.875000 Penalty: 874.123718
	Iteration 17Q: 3 clusters Score -962690.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -962801.937500 Penalty: 874.123718
	Iteration 18Q: 3 clusters Score -962801.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -962889.250000 Penalty: 874.123718
	Iteration 19Q: 3 clusters Score -962889.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -962979.937500 Penalty: 874.123718
	Iteration 20F: 3 clusters Score -962979.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -963067.250000 Penalty: 874.123718
	Iteration 21Q: 3 clusters Score -963067.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -963146.687500 Penalty: 874.123718
	Iteration 22Q: 3 clusters Score -963146.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -963212.562500 Penalty: 874.123718
	Iteration 23Q: 3 clusters Score -963212.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -963265.750000 Penalty: 874.123718
	Iteration 24Q: 3 clusters Score -963265.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -963303.875000 Penalty: 874.123718
	Iteration 25Q: 3 clusters Score -963303.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -963339.562500 Penalty: 874.123718
	Iteration 26Q: 3 clusters Score -963339.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -963365.562500 Penalty: 874.123718
	Iteration 27Q: 3 clusters Score -963365.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -963386.062500 Penalty: 874.123718
	Iteration 28Q: 3 clusters Score -963386.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -963401.250000 Penalty: 874.123718
	Iteration 29Q: 3 clusters Score -963401.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -963415.500000 Penalty: 874.123718
	Iteration 30Q: 3 clusters Score -963415.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -963437.687500 Penalty: 874.123718
	Iteration 31Q: 3 clusters Score -963437.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -963451.375000 Penalty: 874.123718
	Iteration 32Q: 3 clusters Score -963451.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -963465.937500 Penalty: 874.123718
	Iteration 33Q: 3 clusters Score -963465.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -963478.812500 Penalty: 874.123718
	Iteration 34Q: 3 clusters Score -963478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -963489.000000 Penalty: 874.123718
	Iteration 35Q: 3 clusters Score -963489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -963497.000000 Penalty: 874.123718
	Iteration 36Q: 3 clusters Score -963497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -963507.625000 Penalty: 874.123718
	Iteration 37Q: 3 clusters Score -963507.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -963518.375000 Penalty: 874.123718
	Iteration 38Q: 3 clusters Score -963518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -963527.750000 Penalty: 874.123718
	Iteration 39Q: 3 clusters Score -963527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -963536.375000 Penalty: 874.123718
	Iteration 40F: 3 clusters Score -963536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -963541.250000 Penalty: 874.123718
	Iteration 41Q: 3 clusters Score -963541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -963541.687500 Penalty: 874.123718
	Iteration 42Q: 3 clusters Score -963541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -963542.062500 Penalty: 874.123718
	Iteration 43Q: 3 clusters Score -963542.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -963542.062500 Penalty: 874.123718
	Iteration 44F: 3 clusters Score -963542.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -74716.726562 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74716.73 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -74973.007812 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -74973.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -75012.054688 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75012.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -75048.617188 Penalty: 643.126099
	Iteration 3Q: 3 clusters Score -75048.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -75095.578125 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -75095.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -75143.046875 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75143.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -75177.929688 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75177.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75200.796875 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -75200.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -75223.578125 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75223.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -75246.898438 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75246.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -75271.968750 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75271.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -75290.109375 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75290.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -75306.023438 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75306.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -75323.671875 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75323.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -75337.250000 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75337.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -75353.500000 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75353.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -75364.710938 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -75364.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -75376.585938 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -75376.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -75386.304688 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -75386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -75391.617188 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -75391.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -75394.289062 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -75394.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -75399.406250 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -75399.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -75400.656250 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -75400.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -75401.398438 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -75401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -75401.953125 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -75401.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -75403.593750 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -75403.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -75407.351562 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -75407.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -75408.875000 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -75408.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -75413.273438 Penalty: 643.126099
	Iteration 28Q: 3 clusters Score -75413.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -75416.507812 Penalty: 643.126099
	Iteration 29Q: 3 clusters Score -75416.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -75419.421875 Penalty: 643.126099
	Iteration 30Q: 3 clusters Score -75419.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -75423.867188 Penalty: 643.126099
	Iteration 31Q: 3 clusters Score -75423.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -75427.367188 Penalty: 643.126099
	Iteration 32Q: 3 clusters Score -75427.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -75433.007812 Penalty: 643.126099
	Iteration 33Q: 3 clusters Score -75433.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -75439.523438 Penalty: 643.126099
	Iteration 34Q: 3 clusters Score -75439.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -75445.914062 Penalty: 643.126099
	Iteration 35Q: 3 clusters Score -75445.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -75448.796875 Penalty: 643.126099
	Iteration 36Q: 3 clusters Score -75448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -75449.804688 Penalty: 643.126099
	Iteration 37Q: 3 clusters Score -75449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -75451.914062 Penalty: 643.126099
	Iteration 38Q: 3 clusters Score -75451.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -75453.546875 Penalty: 643.126099
	Iteration 39Q: 3 clusters Score -75453.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -75463.585938 Penalty: 643.126099
	Iteration 40F: 3 clusters Score -75463.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -75470.281250 Penalty: 643.126099
	Iteration 41Q: 3 clusters Score -75470.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -75473.992188 Penalty: 643.126099
	Iteration 42Q: 3 clusters Score -75473.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -75477.359375 Penalty: 643.126099
	Iteration 43Q: 3 clusters Score -75477.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -75482.171875 Penalty: 643.126099
	Iteration 44Q: 3 clusters Score -75482.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -75492.132812 Penalty: 643.126099
	Iteration 45Q: 3 clusters Score -75492.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -75498.664062 Penalty: 643.126099
	Iteration 46Q: 3 clusters Score -75498.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -75500.390625 Penalty: 643.126099
	Iteration 47Q: 3 clusters Score -75500.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -75503.523438 Penalty: 643.126099
	Iteration 48Q: 3 clusters Score -75503.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -75507.125000 Penalty: 643.126099
	Iteration 49Q: 3 clusters Score -75507.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -75508.382812 Penalty: 643.126099
	Iteration 50Q: 3 clusters Score -75508.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -75509.007812 Penalty: 643.126099
	Iteration 51Q: 3 clusters Score -75509.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -75509.367188 Penalty: 643.126099
	Iteration 52Q: 3 clusters Score -75509.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -75509.367188 Penalty: 643.126099
	Iteration 53F: 3 clusters Score -75509.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -65738.390625 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -65738.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64943.710938 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -64943.71 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -65159.753906 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -65159.75 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -65204.863281 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -65204.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65244.242188 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -65244.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65274.839844 Penalty: 630.229187
	Iteration 4Q: 3 clusters Score -65274.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -65288.085938 Penalty: 630.229187
	Iteration 5Q: 3 clusters Score -65288.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65303.769531 Penalty: 630.229187
	Iteration 6Q: 3 clusters Score -65303.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -65325.035156 Penalty: 630.229187
	Iteration 7Q: 3 clusters Score -65325.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -65347.804688 Penalty: 630.229187
	Iteration 8Q: 3 clusters Score -65347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65362.878906 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -65362.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65377.277344 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -65377.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65400.734375 Penalty: 630.229187
	Iteration 11Q: 3 clusters Score -65400.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -65416.871094 Penalty: 630.229187
	Iteration 12Q: 3 clusters Score -65416.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -65430.402344 Penalty: 630.229187
	Iteration 13Q: 3 clusters Score -65430.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -65443.035156 Penalty: 630.229187
	Iteration 14Q: 3 clusters Score -65443.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65452.808594 Penalty: 630.229187
	Iteration 15Q: 3 clusters Score -65452.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -65466.605469 Penalty: 630.229187
	Iteration 16Q: 3 clusters Score -65466.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -65474.761719 Penalty: 630.229187
	Iteration 17Q: 3 clusters Score -65474.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -65481.242188 Penalty: 630.229187
	Iteration 18Q: 3 clusters Score -65481.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -65489.550781 Penalty: 630.229187
	Iteration 19Q: 3 clusters Score -65489.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -65499.398438 Penalty: 630.229187
	Iteration 20F: 3 clusters Score -65499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -65504.593750 Penalty: 630.229187
	Iteration 21Q: 3 clusters Score -65504.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -65507.054688 Penalty: 630.229187
	Iteration 22Q: 3 clusters Score -65507.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -65507.695312 Penalty: 630.229187
	Iteration 23Q: 3 clusters Score -65507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -65508.875000 Penalty: 630.229187
	Iteration 24Q: 3 clusters Score -65508.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -65511.660156 Penalty: 630.229187
	Iteration 25Q: 3 clusters Score -65511.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -65515.136719 Penalty: 630.229187
	Iteration 26Q: 3 clusters Score -65515.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -65516.367188 Penalty: 630.229187
	Iteration 27Q: 3 clusters Score -65516.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -65516.367188 Penalty: 630.229187
	Iteration 28F: 3 clusters Score -65516.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8665.546875 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8665.547 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 93 members 
Entering Unmasked Estep 
Score: -8410.228516 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8410.229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8613.375977 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8613.376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8651.026367 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8651.026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8674.493164 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8674.493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8690.671875 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8690.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8690.671875 Penalty: 468.421997
	Iteration 5F: 3 clusters Score -8690.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 71 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 101 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292452.000000 Penalty: 44283.800781
Splitting cluster 62 changes total score from -53292800.000000 to -53292452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10878.034180 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10878.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10986.451172 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10986.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11025.482422 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11025.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11040.325195 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -11040.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11050.435547 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11050.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11057.987305 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11057.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11059.913086 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11059.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11060.896484 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11060.896484 Penalty: 480.308441
	Iteration 8F: 3 clusters Score -11060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28162.544922 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28162.54 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28308.066406 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28308.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28348.419922 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28348.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28383.937500 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28383.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28407.689453 Penalty: 554.924744
	Iteration 4F: 3 clusters Score -28407.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28421.804688 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28430.152344 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28430.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28437.005859 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28437.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28441.685547 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28441.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28451.974609 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28451.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28454.576172 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28454.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28454.931641 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28454.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28454.931641 Penalty: 554.924744
	Iteration 12F: 3 clusters Score -28454.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 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 79 members 
Entering Unmasked Estep 
Score: -7606.924805 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7606.925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7677.084473 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7677.084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7696.678711 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7696.679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7712.566406 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7712.566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7714.568848 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7714.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7718.036621 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7718.037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7722.489258 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -7722.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7722.489258 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -7722.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -40231.882812 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -40231.88 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 274 members 
Entering Unmasked Estep 
Score: -39702.300781 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -39702.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39891.597656 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -39891.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40051.382812 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -40051.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40215.746094 Penalty: 575.842224
	Iteration 3F: 3 clusters Score -40215.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40352.468750 Penalty: 575.842224
	Iteration 4F: 3 clusters Score -40352.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40446.125000 Penalty: 575.842224
	Iteration 5F: 3 clusters Score -40446.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40487.941406 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -40487.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40500.011719 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -40500.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40505.269531 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -40505.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40507.710938 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -40507.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40507.898438 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -40507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40507.898438 Penalty: 575.842224
	Iteration 11F: 3 clusters Score -40507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 157 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 403 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
Score: -53292788.000000 Penalty: 44283.800781
Splitting cluster 66 changes total score from -53292800.000000 to -53292788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -11610.694336 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -11610.69 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 126 members 
Entering Unmasked Estep 
Score: -11308.662109 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -11308.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11492.548828 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -11492.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11559.521484 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -11559.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11586.383789 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -11586.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11588.615234 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -11588.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11593.321289 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -11593.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11599.418945 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -11599.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11599.418945 Penalty: 504.254974
	Iteration 7F: 3 clusters Score -11599.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8144.477051 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8144.477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8237.007812 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8237.008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8304.038086 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8304.038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8314.495117 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8314.495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8323.433594 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8323.434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8328.677734 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8328.678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8328.677734 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -8328.678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25198.083984 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25198.08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25307.392578 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25307.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25337.925781 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25337.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25346.910156 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -25346.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25347.843750 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25347.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25349.742188 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25349.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25351.289062 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25351.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25352.863281 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25352.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25356.667969 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -25356.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25359.035156 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -25359.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25360.464844 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -25360.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25360.888672 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -25360.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25361.287109 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -25361.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25364.158203 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -25364.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25364.832031 Penalty: 545.223267
	Iteration 14Q: 3 clusters Score -25364.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25365.330078 Penalty: 545.223267
	Iteration 15Q: 3 clusters Score -25365.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25365.433594 Penalty: 545.223267
	Iteration 16Q: 3 clusters Score -25365.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25365.433594 Penalty: 545.223267
	Iteration 17F: 3 clusters Score -25365.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -30163.285156 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -30163.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29705.457031 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -29705.46 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29843.140625 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -29843.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29883.029297 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -29883.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29910.230469 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -29910.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29942.265625 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -29942.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29969.105469 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -29969.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29986.259766 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -29986.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30003.892578 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -30003.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30012.208984 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -30012.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30014.595703 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -30014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30017.375000 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -30017.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30019.025391 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -30019.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30018.853516 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -30018.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30018.853516 Penalty: 566.434814
	Iteration 13F: 3 clusters Score -30018.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94374 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79944 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87332 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87190 members 
Mstep: Class 19 contains 60260 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 84326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68609 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1956 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108958 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 14850 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1018 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292908.000000 Penalty: 43660.085938
Iteration 199Q: 71 clusters Score -5.329291e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94284 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 89288 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82445 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79870 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87303 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 87098 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4707 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1435 members 
Mstep: Class 28 contains 84338 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68657 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1959 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108688 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 214 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 15169 members 
Mstep: Class 59 contains 261 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1022 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293136.000000 Penalty: 43660.085938
Iteration 200F: 71 clusters Score -5.329314e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94212 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 5 contains 89274 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82440 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79818 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87305 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 86938 members 
Mstep: Class 19 contains 60686 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 997 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1441 members 
Mstep: Class 28 contains 84340 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68707 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1964 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108407 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 216 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 15505 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1022 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293256.000000 Penalty: 43660.085938
Iteration 201Q: 71 clusters Score -5.329326e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94160 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 89275 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82414 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79757 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87292 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 86785 members 
Mstep: Class 19 contains 60870 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 84375 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68749 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1964 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 108133 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 219 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 15845 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1022 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293412.000000 Penalty: 43660.085938
Iteration 202Q: 71 clusters Score -5.329341e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94099 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 89266 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82384 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79708 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87249 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 86645 members 
Mstep: Class 19 contains 61068 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1451 members 
Mstep: Class 28 contains 84426 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68789 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 107866 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 16189 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 255 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293616.000000 Penalty: 43660.085938
Iteration 203Q: 71 clusters Score -5.329362e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94041 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 89277 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82329 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79669 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87229 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 18 contains 86505 members 
Mstep: Class 19 contains 61271 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1453 members 
Mstep: Class 28 contains 84424 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68789 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 107639 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 16554 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1022 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293772.000000 Penalty: 43660.085938
Iteration 204Q: 71 clusters Score -5.329377e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93991 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 89276 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82295 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79602 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87233 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 86363 members 
Mstep: Class 19 contains 61474 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4680 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1460 members 
Mstep: Class 28 contains 84393 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68769 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 107411 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 16948 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293768.000000 Penalty: 43660.085938
Iteration 205Q: 71 clusters Score -5.329377e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93929 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 89241 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1357 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82251 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79537 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87220 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 86266 members 
Mstep: Class 19 contains 61675 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1466 members 
Mstep: Class 28 contains 84390 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68743 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 107163 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 17373 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294016.000000 Penalty: 43660.085938
Iteration 206Q: 71 clusters Score -5.329402e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93855 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 89210 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82179 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79505 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87193 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 86188 members 
Mstep: Class 19 contains 61888 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 84397 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68719 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 106907 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 17799 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294084.000000 Penalty: 43660.085938
Iteration 207Q: 71 clusters Score -5.329408e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93780 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 89174 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82127 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79484 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87158 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 86106 members 
Mstep: Class 19 contains 62120 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 84406 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68654 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 106657 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 18248 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294248.000000 Penalty: 43660.085938
Iteration 208Q: 71 clusters Score -5.329425e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93737 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 89092 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82062 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79473 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87127 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 86044 members 
Mstep: Class 19 contains 62339 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4601 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 84432 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68586 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 106387 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 18713 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294356.000000 Penalty: 43660.085938
Iteration 209Q: 71 clusters Score -5.329436e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93671 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 89006 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82026 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79437 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87107 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 18 contains 85980 members 
Mstep: Class 19 contains 62567 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 84466 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 106105 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 111 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 19174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294540.000000 Penalty: 43660.085938
Iteration 210Q: 71 clusters Score -5.329454e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93568 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 88924 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82013 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79409 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87087 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 85945 members 
Mstep: Class 19 contains 62818 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4529 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1493 members 
Mstep: Class 28 contains 84492 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68463 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 105808 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 19635 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294624.000000 Penalty: 43660.085938
Iteration 211Q: 71 clusters Score -5.329462e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93480 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 88803 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81970 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79412 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87047 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 85942 members 
Mstep: Class 19 contains 63072 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 84530 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68406 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 105468 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 20125 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294660.000000 Penalty: 43660.085938
Iteration 212Q: 71 clusters Score -5.329466e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93388 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 88699 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81919 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79436 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86992 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 18 contains 85930 members 
Mstep: Class 19 contains 63320 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1497 members 
Mstep: Class 28 contains 84556 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68327 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 105120 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 20633 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294748.000000 Penalty: 43660.085938
Iteration 213Q: 71 clusters Score -5.329475e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93316 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 88591 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1305 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81918 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79431 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86921 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 85911 members 
Mstep: Class 19 contains 63546 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1498 members 
Mstep: Class 28 contains 84574 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68241 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 104739 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 21185 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294820.000000 Penalty: 43660.085938
Iteration 214Q: 71 clusters Score -5.329482e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93224 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 88506 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81888 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79399 members 
Mstep: Class 13 contains 2989 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86905 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 85915 members 
Mstep: Class 19 contains 63790 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4418 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1499 members 
Mstep: Class 28 contains 84607 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68127 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 104334 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 21737 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294796.000000 Penalty: 43660.085938
Iteration 215Q: 71 clusters Score -5.32948e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93131 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 88417 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81882 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79368 members 
Mstep: Class 13 contains 2986 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86871 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3796 members 
Mstep: Class 18 contains 85934 members 
Mstep: Class 19 contains 64062 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1503 members 
Mstep: Class 28 contains 84621 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 68016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 103918 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 22261 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 559 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294912.000000 Penalty: 43660.085938
Iteration 216Q: 71 clusters Score -5.329491e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93014 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 88362 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81877 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79333 members 
Mstep: Class 13 contains 2986 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86822 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 85947 members 
Mstep: Class 19 contains 64358 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4350 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 84627 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67877 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 103482 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 22810 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295208.000000 Penalty: 43660.085938
Iteration 217Q: 71 clusters Score -5.329521e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92935 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 88294 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81846 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79296 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86780 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 86023 members 
Mstep: Class 19 contains 64614 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 84635 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67764 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 103036 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 23311 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295216.000000 Penalty: 43660.085938
Iteration 218Q: 71 clusters Score -5.329522e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92861 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 88237 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1315 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81836 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79234 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86782 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 86053 members 
Mstep: Class 19 contains 64859 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1517 members 
Mstep: Class 28 contains 84656 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67644 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 102577 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 23797 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295168.000000 Penalty: 43660.085938
Iteration 219Q: 71 clusters Score -5.329517e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92783 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 88172 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81807 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79194 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86789 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 86072 members 
Mstep: Class 19 contains 65105 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4273 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1522 members 
Mstep: Class 28 contains 84701 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67506 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 102089 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 24321 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295080.000000 Penalty: 43660.085938
Iteration 220F: 71 clusters Score -5.329508e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92716 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 88091 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81808 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79162 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86833 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 86067 members 
Mstep: Class 19 contains 65339 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4255 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 84721 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67404 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 101618 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 24781 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295080.000000 Penalty: 43660.085938
Iteration 221Q: 71 clusters Score -5.329508e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92650 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 88022 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81808 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79131 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86872 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 86090 members 
Mstep: Class 19 contains 65583 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 84743 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67290 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 101118 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 25239 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295248.000000 Penalty: 43660.085938
Iteration 222Q: 71 clusters Score -5.329525e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92566 members 
Mstep: Class 3 contains 2076 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 87983 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81801 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79098 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86884 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 86105 members 
Mstep: Class 19 contains 65809 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 84768 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67189 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 100623 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 25731 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295176.000000 Penalty: 43660.085938
Iteration 223Q: 71 clusters Score -5.329518e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92506 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 87974 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81761 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79059 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86885 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 86163 members 
Mstep: Class 19 contains 66044 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 84776 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 67054 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 100114 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 26234 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295208.000000 Penalty: 43660.085938
Iteration 224Q: 71 clusters Score -5.329521e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92443 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 1782 members 
Mstep: Class 5 contains 87986 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81726 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78997 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86924 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 86125 members 
Mstep: Class 19 contains 66267 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 84799 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 66892 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 99638 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 26786 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295420.000000 Penalty: 43660.085938
Iteration 225Q: 71 clusters Score -5.329542e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92358 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 87938 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81692 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78945 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86976 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 86032 members 
Mstep: Class 19 contains 66509 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4145 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1534 members 
Mstep: Class 28 contains 84860 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 66742 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 99152 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 27374 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295448.000000 Penalty: 43660.085938
Iteration 226Q: 71 clusters Score -5.329545e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92266 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 87893 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81661 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78929 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87020 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 18 contains 85926 members 
Mstep: Class 19 contains 66751 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4126 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 84944 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 66575 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 98683 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 27931 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295668.000000 Penalty: 43660.085938
Iteration 227Q: 71 clusters Score -5.329567e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92193 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 87835 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81634 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78898 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87075 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 85859 members 
Mstep: Class 19 contains 66973 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4105 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1535 members 
Mstep: Class 28 contains 85011 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 66400 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 98213 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 28485 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295696.000000 Penalty: 43660.085938
Iteration 228Q: 71 clusters Score -5.32957e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92147 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 87761 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81636 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78881 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87079 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 85798 members 
Mstep: Class 19 contains 67216 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1536 members 
Mstep: Class 28 contains 85057 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 66217 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 97759 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 29011 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295824.000000 Penalty: 43660.085938
Iteration 229Q: 71 clusters Score -5.329582e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92113 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 87682 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 1490 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81625 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78868 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87127 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 85716 members 
Mstep: Class 19 contains 67444 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4069 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 85078 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 66030 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 97301 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 29548 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296028.000000 Penalty: 43660.085938
Iteration 230Q: 71 clusters Score -5.329603e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92092 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 87653 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81578 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78826 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87172 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 85629 members 
Mstep: Class 19 contains 67649 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1540 members 
Mstep: Class 28 contains 85114 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 65856 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 96849 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 30066 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296104.000000 Penalty: 43660.085938
Iteration 231Q: 71 clusters Score -5.32961e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92081 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 87628 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81557 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78763 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87243 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 85509 members 
Mstep: Class 19 contains 67861 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4053 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1542 members 
Mstep: Class 28 contains 85129 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 65683 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 96401 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 30594 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296196.000000 Penalty: 43660.085938
Iteration 232Q: 71 clusters Score -5.32962e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92086 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 87603 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78687 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87294 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 85440 members 
Mstep: Class 19 contains 68065 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4037 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1545 members 
Mstep: Class 28 contains 85160 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 65484 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 95949 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 31122 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296324.000000 Penalty: 43660.085938
Iteration 233Q: 71 clusters Score -5.329632e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92076 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 1896 members 
Mstep: Class 5 contains 87602 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81539 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78624 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87289 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 85362 members 
Mstep: Class 19 contains 68249 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4028 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1547 members 
Mstep: Class 28 contains 85216 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 65277 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 95527 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 31641 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296392.000000 Penalty: 43660.085938
Iteration 234Q: 71 clusters Score -5.329639e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92063 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 5 contains 87542 members 
Mstep: Class 6 contains 465 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81539 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78588 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87297 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 85230 members 
Mstep: Class 19 contains 68445 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 85277 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 65071 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 95199 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 32137 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296368.000000 Penalty: 43660.085938
Iteration 235Q: 71 clusters Score -5.329637e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92053 members 
Mstep: Class 3 contains 2079 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 87450 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 1576 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81543 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78526 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87293 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 85092 members 
Mstep: Class 19 contains 68649 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 85348 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64851 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94923 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 32657 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296636.000000 Penalty: 43660.085938
Iteration 236Q: 71 clusters Score -5.329664e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 92018 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 1912 members 
Mstep: Class 5 contains 87328 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81543 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78463 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87318 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 84951 members 
Mstep: Class 19 contains 68860 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 85417 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64629 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94653 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 33208 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296780.000000 Penalty: 43660.085938
Iteration 237Q: 71 clusters Score -5.329678e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 91986 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 1916 members 
Mstep: Class 5 contains 87231 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81515 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78427 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87334 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 84782 members 
Mstep: Class 19 contains 69038 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3966 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1570 members 
Mstep: Class 28 contains 85463 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64395 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94399 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 33811 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296972.000000 Penalty: 43660.085938
Iteration 238Q: 71 clusters Score -5.329697e+07 nChanged 2539
Entering ConstructFrom: 
Score: -53296972.000000 Penalty: 43660.085938
Entering ConstructFrom: 
Trying to split cluster 1 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -7168.152344 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -7168.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6947.042480 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6947.042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7011.896973 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -7011.897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7057.278809 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -7057.279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7228.532227 Penalty: 437.165894
	Iteration 3F: 3 clusters Score -7228.532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7256.292480 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -7256.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7267.462402 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -7267.462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7285.473145 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -7285.473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7297.365723 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -7297.366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7315.438477 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -7315.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7324.433105 Penalty: 437.165894
	Iteration 9Q: 3 clusters Score -7324.433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7391.822266 Penalty: 437.165894
	Iteration 10Q: 3 clusters Score -7391.822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7403.367188 Penalty: 437.165894
	Iteration 11Q: 3 clusters Score -7403.367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7403.367188 Penalty: 437.165894
	Iteration 12F: 3 clusters Score -7403.367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
Score: -53297040.000000 Penalty: 44283.800781
Splitting cluster 1 changes total score from -53296972.000000 to -53297040.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 2 (91967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Entering Unmasked Estep 
Score: -5680933.500000 Penalty: 520.027893
	Iteration 0F: 2 clusters Score -5680934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5620104.500000 Penalty: 1040.055786
	Iteration 0F: 3 clusters Score -5620104 nChanged 44945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -5648227.000000 Penalty: 1040.055786
	Iteration 1F: 3 clusters Score -5648227 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -5649690.000000 Penalty: 1040.055786
	Iteration 2Q: 3 clusters Score -5649690 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -5651665.000000 Penalty: 1040.055786
	Iteration 3Q: 3 clusters Score -5651665 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -5654455.000000 Penalty: 1040.055786
	Iteration 4F: 3 clusters Score -5654455 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -5658353.500000 Penalty: 1040.055786
	Iteration 5F: 3 clusters Score -5658354 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -5663222.500000 Penalty: 1040.055786
	Iteration 6F: 3 clusters Score -5663222 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -5667786.500000 Penalty: 1040.055786
	Iteration 7F: 3 clusters Score -5667786 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -5670745.500000 Penalty: 1040.055786
	Iteration 8Q: 3 clusters Score -5670746 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -5672487.000000 Penalty: 1040.055786
	Iteration 9Q: 3 clusters Score -5672487 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -5673688.000000 Penalty: 1040.055786
	Iteration 10Q: 3 clusters Score -5673688 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -5674654.000000 Penalty: 1040.055786
	Iteration 11Q: 3 clusters Score -5674654 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -5675515.500000 Penalty: 1040.055786
	Iteration 12Q: 3 clusters Score -5675516 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -5676299.000000 Penalty: 1040.055786
	Iteration 13Q: 3 clusters Score -5676299 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -5677005.000000 Penalty: 1040.055786
	Iteration 14Q: 3 clusters Score -5677005 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -5677623.500000 Penalty: 1040.055786
	Iteration 15Q: 3 clusters Score -5677624 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -5678149.000000 Penalty: 1040.055786
	Iteration 16Q: 3 clusters Score -5678149 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -5678651.000000 Penalty: 1040.055786
	Iteration 17Q: 3 clusters Score -5678651 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -5679026.500000 Penalty: 1040.055786
	Iteration 18Q: 3 clusters Score -5679026 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -5679319.500000 Penalty: 1040.055786
	Iteration 19Q: 3 clusters Score -5679320 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -5679532.000000 Penalty: 1040.055786
	Iteration 20F: 3 clusters Score -5679532 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -5679720.500000 Penalty: 1040.055786
	Iteration 21Q: 3 clusters Score -5679720 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -5679890.500000 Penalty: 1040.055786
	Iteration 22Q: 3 clusters Score -5679890 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -5680002.000000 Penalty: 1040.055786
	Iteration 23Q: 3 clusters Score -5680002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -5680093.000000 Penalty: 1040.055786
	Iteration 24Q: 3 clusters Score -5680093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -5680169.000000 Penalty: 1040.055786
	Iteration 25Q: 3 clusters Score -5680169 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -5680237.000000 Penalty: 1040.055786
	Iteration 26Q: 3 clusters Score -5680237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -5680286.500000 Penalty: 1040.055786
	Iteration 27Q: 3 clusters Score -5680286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -5680324.000000 Penalty: 1040.055786
	Iteration 28Q: 3 clusters Score -5680324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -5680358.500000 Penalty: 1040.055786
	Iteration 29Q: 3 clusters Score -5680358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -5680387.500000 Penalty: 1040.055786
	Iteration 30Q: 3 clusters Score -5680388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -5680417.000000 Penalty: 1040.055786
	Iteration 31Q: 3 clusters Score -5680417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -5680425.000000 Penalty: 1040.055786
	Iteration 32Q: 3 clusters Score -5680425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -5680433.000000 Penalty: 1040.055786
	Iteration 33Q: 3 clusters Score -5680433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -5680442.000000 Penalty: 1040.055786
	Iteration 34Q: 3 clusters Score -5680442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -5680450.500000 Penalty: 1040.055786
	Iteration 35Q: 3 clusters Score -5680450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -5680461.000000 Penalty: 1040.055786
	Iteration 36Q: 3 clusters Score -5680461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -5680463.000000 Penalty: 1040.055786
	Iteration 37Q: 3 clusters Score -5680463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -5680461.500000 Penalty: 1040.055786
	Iteration 38Q: 3 clusters Score -5680462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -5680467.500000 Penalty: 1040.055786
	Iteration 39Q: 3 clusters Score -5680468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -5680469.500000 Penalty: 1040.055786
	Iteration 40F: 3 clusters Score -5680470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -5680484.000000 Penalty: 1040.055786
	Iteration 41Q: 3 clusters Score -5680484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -5680485.500000 Penalty: 1040.055786
	Iteration 42Q: 3 clusters Score -5680486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -5680485.000000 Penalty: 1040.055786
	Iteration 43Q: 3 clusters Score -5680485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -5680486.000000 Penalty: 1040.055786
	Iteration 44Q: 3 clusters Score -5680486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -5680488.500000 Penalty: 1040.055786
	Iteration 45Q: 3 clusters Score -5680488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -5680488.500000 Penalty: 1040.055786
	Iteration 46Q: 3 clusters Score -5680488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -5680491.000000 Penalty: 1040.055786
	Iteration 47Q: 3 clusters Score -5680491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -5680491.000000 Penalty: 1040.055786
	Iteration 48F: 3 clusters Score -5680491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -133507.875000 Penalty: 346.630432
	Iteration 0F: 2 clusters Score -133507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -132078.750000 Penalty: 693.260864
	Iteration 0F: 3 clusters Score -132078.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -132571.734375 Penalty: 693.260864
	Iteration 1F: 3 clusters Score -132571.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -132629.593750 Penalty: 693.260864
	Iteration 2F: 3 clusters Score -132629.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -132657.343750 Penalty: 693.260864
	Iteration 3Q: 3 clusters Score -132657.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -132683.093750 Penalty: 693.260864
	Iteration 4Q: 3 clusters Score -132683.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -132704.140625 Penalty: 693.260864
	Iteration 5Q: 3 clusters Score -132704.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -132723.859375 Penalty: 693.260864
	Iteration 6Q: 3 clusters Score -132723.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -132747.140625 Penalty: 693.260864
	Iteration 7Q: 3 clusters Score -132747.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -132776.375000 Penalty: 693.260864
	Iteration 8Q: 3 clusters Score -132776.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -132810.546875 Penalty: 693.260864
	Iteration 9Q: 3 clusters Score -132810.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -132848.484375 Penalty: 693.260864
	Iteration 10Q: 3 clusters Score -132848.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -132877.390625 Penalty: 693.260864
	Iteration 11Q: 3 clusters Score -132877.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -132910.734375 Penalty: 693.260864
	Iteration 12Q: 3 clusters Score -132910.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -132934.406250 Penalty: 693.260864
	Iteration 13Q: 3 clusters Score -132934.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -132950.703125 Penalty: 693.260864
	Iteration 14Q: 3 clusters Score -132950.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -132961.515625 Penalty: 693.260864
	Iteration 15Q: 3 clusters Score -132961.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -132968.265625 Penalty: 693.260864
	Iteration 16Q: 3 clusters Score -132968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -132973.937500 Penalty: 693.260864
	Iteration 17Q: 3 clusters Score -132973.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -132978.796875 Penalty: 693.260864
	Iteration 18Q: 3 clusters Score -132978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -132980.546875 Penalty: 693.260864
	Iteration 19Q: 3 clusters Score -132980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -132980.859375 Penalty: 693.260864
	Iteration 20F: 3 clusters Score -132980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -132981.046875 Penalty: 693.260864
	Iteration 21Q: 3 clusters Score -132981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -132981.109375 Penalty: 693.260864
	Iteration 22Q: 3 clusters Score -132981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -132981.625000 Penalty: 693.260864
	Iteration 23Q: 3 clusters Score -132981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -132981.906250 Penalty: 693.260864
	Iteration 24Q: 3 clusters Score -132981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -132982.687500 Penalty: 693.260864
	Iteration 25Q: 3 clusters Score -132982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -132983.781250 Penalty: 693.260864
	Iteration 26Q: 3 clusters Score -132983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -132984.671875 Penalty: 693.260864
	Iteration 27Q: 3 clusters Score -132984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -132985.343750 Penalty: 693.260864
	Iteration 28Q: 3 clusters Score -132985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -132985.734375 Penalty: 693.260864
	Iteration 29Q: 3 clusters Score -132985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -132987.765625 Penalty: 693.260864
	Iteration 30Q: 3 clusters Score -132987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132988.906250 Penalty: 693.260864
	Iteration 31Q: 3 clusters Score -132988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -132990.375000 Penalty: 693.260864
	Iteration 32Q: 3 clusters Score -132990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -132991.046875 Penalty: 693.260864
	Iteration 33Q: 3 clusters Score -132991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132991.390625 Penalty: 693.260864
	Iteration 34Q: 3 clusters Score -132991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -132991.593750 Penalty: 693.260864
	Iteration 35Q: 3 clusters Score -132991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -132991.703125 Penalty: 693.260864
	Iteration 36Q: 3 clusters Score -132991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -132992.515625 Penalty: 693.260864
	Iteration 37Q: 3 clusters Score -132992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -132993.125000 Penalty: 693.260864
	Iteration 38Q: 3 clusters Score -132993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -132993.312500 Penalty: 693.260864
	Iteration 39Q: 3 clusters Score -132993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -132993.750000 Penalty: 693.260864
	Iteration 40F: 3 clusters Score -132993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -132994.578125 Penalty: 693.260864
	Iteration 41Q: 3 clusters Score -132994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -132994.890625 Penalty: 693.260864
	Iteration 42Q: 3 clusters Score -132994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -132994.890625 Penalty: 693.260864
	Iteration 43F: 3 clusters Score -132994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -119685.343750 Penalty: 344.007355
	Iteration 0F: 2 clusters Score -119685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118300.617188 Penalty: 688.014709
	Iteration 0F: 3 clusters Score -118300.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -118798.648438 Penalty: 688.014709
	Iteration 1F: 3 clusters Score -118798.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -118892.007812 Penalty: 688.014709
	Iteration 2F: 3 clusters Score -118892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -118964.953125 Penalty: 688.014709
	Iteration 3F: 3 clusters Score -118965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119038.179688 Penalty: 688.014709
	Iteration 4Q: 3 clusters Score -119038.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119114.156250 Penalty: 688.014709
	Iteration 5F: 3 clusters Score -119114.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -119188.562500 Penalty: 688.014709
	Iteration 6Q: 3 clusters Score -119188.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -119252.375000 Penalty: 688.014709
	Iteration 7Q: 3 clusters Score -119252.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119306.523438 Penalty: 688.014709
	Iteration 8Q: 3 clusters Score -119306.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119348.734375 Penalty: 688.014709
	Iteration 9Q: 3 clusters Score -119348.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119382.984375 Penalty: 688.014709
	Iteration 10Q: 3 clusters Score -119383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119412.343750 Penalty: 688.014709
	Iteration 11Q: 3 clusters Score -119412.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -119429.468750 Penalty: 688.014709
	Iteration 12Q: 3 clusters Score -119429.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119444.437500 Penalty: 688.014709
	Iteration 13Q: 3 clusters Score -119444.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119460.242188 Penalty: 688.014709
	Iteration 14Q: 3 clusters Score -119460.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -119475.687500 Penalty: 688.014709
	Iteration 15Q: 3 clusters Score -119475.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -119488.890625 Penalty: 688.014709
	Iteration 16Q: 3 clusters Score -119488.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -119499.062500 Penalty: 688.014709
	Iteration 17Q: 3 clusters Score -119499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -119505.484375 Penalty: 688.014709
	Iteration 18Q: 3 clusters Score -119505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -119508.945312 Penalty: 688.014709
	Iteration 19Q: 3 clusters Score -119508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -119514.148438 Penalty: 688.014709
	Iteration 20F: 3 clusters Score -119514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119518.218750 Penalty: 688.014709
	Iteration 21Q: 3 clusters Score -119518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -119522.531250 Penalty: 688.014709
	Iteration 22Q: 3 clusters Score -119522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -119527.929688 Penalty: 688.014709
	Iteration 23Q: 3 clusters Score -119527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -119530.429688 Penalty: 688.014709
	Iteration 24Q: 3 clusters Score -119530.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -119534.781250 Penalty: 688.014709
	Iteration 25Q: 3 clusters Score -119534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -119537.203125 Penalty: 688.014709
	Iteration 26Q: 3 clusters Score -119537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119537.742188 Penalty: 688.014709
	Iteration 27Q: 3 clusters Score -119537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119537.742188 Penalty: 688.014709
	Iteration 28F: 3 clusters Score -119537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (87145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Entering Unmasked Estep 
Score: -5438497.000000 Penalty: 517.577454
	Iteration 0F: 2 clusters Score -5438497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -5380425.500000 Penalty: 1035.154907
	Iteration 0F: 3 clusters Score -5380426 nChanged 42598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5405965.000000 Penalty: 1035.154907
	Iteration 1F: 3 clusters Score -5405965 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -5406979.500000 Penalty: 1035.154907
	Iteration 2Q: 3 clusters Score -5406980 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5408378.500000 Penalty: 1035.154907
	Iteration 3Q: 3 clusters Score -5408378 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -5410376.500000 Penalty: 1035.154907
	Iteration 4Q: 3 clusters Score -5410376 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -5413303.500000 Penalty: 1035.154907
	Iteration 5F: 3 clusters Score -5413304 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -5417167.500000 Penalty: 1035.154907
	Iteration 6F: 3 clusters Score -5417168 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -5421436.500000 Penalty: 1035.154907
	Iteration 7F: 3 clusters Score -5421436 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -5424826.500000 Penalty: 1035.154907
	Iteration 8F: 3 clusters Score -5424826 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -5427250.500000 Penalty: 1035.154907
	Iteration 9Q: 3 clusters Score -5427250 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -5428935.000000 Penalty: 1035.154907
	Iteration 10Q: 3 clusters Score -5428935 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -5430219.000000 Penalty: 1035.154907
	Iteration 11Q: 3 clusters Score -5430219 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -5431610.000000 Penalty: 1035.154907
	Iteration 12Q: 3 clusters Score -5431610 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -5432901.500000 Penalty: 1035.154907
	Iteration 13Q: 3 clusters Score -5432902 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -5434038.500000 Penalty: 1035.154907
	Iteration 14Q: 3 clusters Score -5434038 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -5435015.500000 Penalty: 1035.154907
	Iteration 15Q: 3 clusters Score -5435016 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -5435936.500000 Penalty: 1035.154907
	Iteration 16Q: 3 clusters Score -5435936 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -5436633.500000 Penalty: 1035.154907
	Iteration 17Q: 3 clusters Score -5436634 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -5437145.000000 Penalty: 1035.154907
	Iteration 18Q: 3 clusters Score -5437145 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -5437475.500000 Penalty: 1035.154907
	Iteration 19Q: 3 clusters Score -5437476 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -5437699.500000 Penalty: 1035.154907
	Iteration 20F: 3 clusters Score -5437700 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -5437872.000000 Penalty: 1035.154907
	Iteration 21Q: 3 clusters Score -5437872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -5437977.000000 Penalty: 1035.154907
	Iteration 22Q: 3 clusters Score -5437977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -5438007.000000 Penalty: 1035.154907
	Iteration 23Q: 3 clusters Score -5438007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -5438039.500000 Penalty: 1035.154907
	Iteration 24Q: 3 clusters Score -5438040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -5438061.000000 Penalty: 1035.154907
	Iteration 25Q: 3 clusters Score -5438061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -5438065.000000 Penalty: 1035.154907
	Iteration 26Q: 3 clusters Score -5438065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -5438068.000000 Penalty: 1035.154907
	Iteration 27Q: 3 clusters Score -5438068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -5438071.500000 Penalty: 1035.154907
	Iteration 28Q: 3 clusters Score -5438072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -5438070.500000 Penalty: 1035.154907
	Iteration 29Q: 3 clusters Score -5438070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -5438080.000000 Penalty: 1035.154907
	Iteration 30Q: 3 clusters Score -5438080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -5438082.000000 Penalty: 1035.154907
	Iteration 31Q: 3 clusters Score -5438082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -5438082.000000 Penalty: 1035.154907
	Iteration 32F: 3 clusters Score -5438082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -26654.177734 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -26654.18 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 231 members 
Entering Unmasked Estep 
Score: -26189.837891 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -26189.84 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26278.005859 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -26278.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26332.000000 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -26332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26384.054688 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -26384.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26434.679688 Penalty: 557.146851
	Iteration 4F: 3 clusters Score -26434.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26467.509766 Penalty: 557.146851
	Iteration 5F: 3 clusters Score -26467.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26497.238281 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -26497.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26521.533203 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -26521.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26532.257812 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -26532.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26536.517578 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -26536.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26537.615234 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -26537.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26537.615234 Penalty: 557.146851
	Iteration 11F: 3 clusters Score -26537.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -98012.976562 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -98012.98 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 799 members 
Entering Unmasked Estep 
Score: -96841.257812 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -96841.26 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -97204.468750 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -97204.47 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -97256.101562 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -97256.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -97303.179688 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -97303.18 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97348.296875 Penalty: 670.748291
	Iteration 4Q: 3 clusters Score -97348.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -97392.070312 Penalty: 670.748291
	Iteration 5Q: 3 clusters Score -97392.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -97441.968750 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -97441.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -97492.179688 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -97492.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -97514.851562 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -97514.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -97532.789062 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -97532.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -97546.648438 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -97546.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -97561.679688 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -97561.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -97567.718750 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -97567.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97572.460938 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -97572.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97576.734375 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -97576.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97579.429688 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -97579.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -97582.671875 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -97582.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -97584.773438 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -97584.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -97586.718750 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -97586.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97587.125000 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -97587.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -97588.070312 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -97588.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97589.328125 Penalty: 670.748291
	Iteration 21Q: 3 clusters Score -97589.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -97589.601562 Penalty: 670.748291
	Iteration 22Q: 3 clusters Score -97589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -97590.039062 Penalty: 670.748291
	Iteration 23Q: 3 clusters Score -97590.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -97590.796875 Penalty: 670.748291
	Iteration 24Q: 3 clusters Score -97590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97591.281250 Penalty: 670.748291
	Iteration 25Q: 3 clusters Score -97591.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97591.851562 Penalty: 670.748291
	Iteration 26Q: 3 clusters Score -97591.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -97592.242188 Penalty: 670.748291
	Iteration 27Q: 3 clusters Score -97592.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -97592.242188 Penalty: 670.748291
	Iteration 28F: 3 clusters Score -97592.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 78 members 
Entering Unmasked Estep 
Score: -9772.141602 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9772.142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9924.900391 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9966.060547 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9966.061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9977.614258 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -9977.614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10015.421875 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10015.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10037.083008 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10037.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10041.735352 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10041.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10044.056641 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10044.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10045.176758 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -10045.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10045.678711 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -10045.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10046.394531 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -10046.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10050.419922 Penalty: 468.421997
	Iteration 11Q: 3 clusters Score -10050.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10058.594727 Penalty: 468.421997
	Iteration 12Q: 3 clusters Score -10058.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10075.345703 Penalty: 468.421997
	Iteration 13Q: 3 clusters Score -10075.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10084.814453 Penalty: 468.421997
	Iteration 14Q: 3 clusters Score -10084.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10098.645508 Penalty: 468.421997
	Iteration 15Q: 3 clusters Score -10098.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10106.876953 Penalty: 468.421997
	Iteration 16Q: 3 clusters Score -10106.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10108.906250 Penalty: 468.421997
	Iteration 17Q: 3 clusters Score -10108.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10113.554688 Penalty: 468.421997
	Iteration 18Q: 3 clusters Score -10113.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10113.554688 Penalty: 468.421997
	Iteration 19F: 3 clusters Score -10113.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 60 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 112 members 
Entering Unmasked Estep 
Score: -53296736.000000 Penalty: 44907.519531
Splitting cluster 8 changes total score from -53296972.000000 to -53296736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (81496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Entering Unmasked Estep 
Score: -5068886.000000 Penalty: 514.528076
	Iteration 0F: 2 clusters Score -5068886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5014256.500000 Penalty: 1029.056152
	Iteration 0F: 3 clusters Score -5014256 nChanged 39643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5039260.500000 Penalty: 1029.056152
	Iteration 1F: 3 clusters Score -5039260 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5041995.000000 Penalty: 1029.056152
	Iteration 2F: 3 clusters Score -5041995 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -5046332.000000 Penalty: 1029.056152
	Iteration 3F: 3 clusters Score -5046332 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -5051875.000000 Penalty: 1029.056152
	Iteration 4F: 3 clusters Score -5051875 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -5055258.000000 Penalty: 1029.056152
	Iteration 5F: 3 clusters Score -5055258 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -5056262.500000 Penalty: 1029.056152
	Iteration 6Q: 3 clusters Score -5056262 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -5056680.500000 Penalty: 1029.056152
	Iteration 7Q: 3 clusters Score -5056680 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -5056927.500000 Penalty: 1029.056152
	Iteration 8Q: 3 clusters Score -5056928 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -5057197.500000 Penalty: 1029.056152
	Iteration 9Q: 3 clusters Score -5057198 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -5057391.500000 Penalty: 1029.056152
	Iteration 10Q: 3 clusters Score -5057392 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -5057549.000000 Penalty: 1029.056152
	Iteration 11Q: 3 clusters Score -5057549 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -5057737.000000 Penalty: 1029.056152
	Iteration 12Q: 3 clusters Score -5057737 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -5057917.500000 Penalty: 1029.056152
	Iteration 13Q: 3 clusters Score -5057918 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -5058157.000000 Penalty: 1029.056152
	Iteration 14Q: 3 clusters Score -5058157 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -5058370.500000 Penalty: 1029.056152
	Iteration 15Q: 3 clusters Score -5058370 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -5058578.000000 Penalty: 1029.056152
	Iteration 16Q: 3 clusters Score -5058578 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5058762 nChanged 1146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5058932 nChanged 1079
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5059158 nChanged 1097
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5059411 nChanged 1092
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5059596 nChanged 1022
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5059788 nChanged 925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5059956 nChanged 911
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5060136 nChanged 874
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Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5060266 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5060428 nChanged 819
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Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5060594 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5060742 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5060890 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5061039 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5061213 nChanged 790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5061384 nChanged 743
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Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5061516 nChanged 782
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5061666 nChanged 799
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5061866 nChanged 815
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5062023 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5062227 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5062390 nChanged 866
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5062600 nChanged 908
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5062812 nChanged 954
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5063046 nChanged 969
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5063258 nChanged 1005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5063468 nChanged 959
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5063675 nChanged 946
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5063868 nChanged 894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5064040 nChanged 799
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5064156 nChanged 737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5064286 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51109 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5064372 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5064481 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52253 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5064604 nChanged 668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52845 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5064662 nChanged 633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5064753 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5064798 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5064836 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5064904 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5064951 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5065006 nChanged 700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57141 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5065060 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5065144 nChanged 653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5065175 nChanged 636
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Mstep: Class 1 contains 59116 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5065238 nChanged 636
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Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5065268 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5065292 nChanged 612
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Mstep: Class 1 contains 60991 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5065339 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61581 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5065366 nChanged 571
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Mstep: Class 1 contains 62152 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5065422 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62702 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5065440 nChanged 574
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5065485 nChanged 610
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Mstep: Class 1 contains 63886 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5065537 nChanged 614
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5065589 nChanged 620
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	Iteration 72Q: 3 clusters Score -5065649 nChanged 612
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5065710 nChanged 596
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5065784 nChanged 614
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Mstep: Class 1 contains 66942 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5065814 nChanged 600
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5065911 nChanged 592
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5066055 nChanged 552
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5066100 nChanged 548
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5066168 nChanged 509
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70308 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5066215 nChanged 525
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Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5066280 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71340 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5066344 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5066408 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5066554 nChanged 525
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5066650 nChanged 478
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5066752 nChanged 412
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5066760 nChanged 420
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Mstep: Class 1 contains 74707 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5066826 nChanged 413
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Mstep: Class 1 contains 75120 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5066988 nChanged 466
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Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5067192 nChanged 448
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Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5067378 nChanged 464
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5068024 nChanged 311
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5068138 nChanged 284
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5068214 nChanged 250
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Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5068294 nChanged 217
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Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5068363 nChanged 194
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Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5068386 nChanged 182
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5068420 nChanged 137
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Mstep: Class 1 contains 79197 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5068464 nChanged 133
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5068548 nChanged 102
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Mstep: Class 1 contains 79642 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5068558 nChanged 92
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5068571 nChanged 67
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Entering Unmasked Estep 
Score: -5068588.500000 Penalty: 1029.056152
	Iteration 110Q: 3 clusters Score -5068588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5068597.000000 Penalty: 1029.056152
	Iteration 111Q: 3 clusters Score -5068597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5068597.500000 Penalty: 1029.056152
	Iteration 112Q: 3 clusters Score -5068598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5068608.000000 Penalty: 1029.056152
	Iteration 113Q: 3 clusters Score -5068608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5068617.000000 Penalty: 1029.056152
	Iteration 114Q: 3 clusters Score -5068617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5068612.500000 Penalty: 1029.056152
	Iteration 115Q: 3 clusters Score -5068612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5068619.500000 Penalty: 1029.056152
	Iteration 116Q: 3 clusters Score -5068620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5068618.500000 Penalty: 1029.056152
	Iteration 117Q: 3 clusters Score -5068618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5068637.000000 Penalty: 1029.056152
	Iteration 118Q: 3 clusters Score -5068637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5068637.000000 Penalty: 1029.056152
	Iteration 119Q: 3 clusters Score -5068637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5068636.000000 Penalty: 1029.056152
	Iteration 120F: 3 clusters Score -5068636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5068639.000000 Penalty: 1029.056152
	Iteration 121Q: 3 clusters Score -5068639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5068638.000000 Penalty: 1029.056152
	Iteration 122Q: 3 clusters Score -5068638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5068635.000000 Penalty: 1029.056152
	Iteration 123Q: 3 clusters Score -5068635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5068641.000000 Penalty: 1029.056152
	Iteration 124Q: 3 clusters Score -5068641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5068642.000000 Penalty: 1029.056152
	Iteration 125Q: 3 clusters Score -5068642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5068635.000000 Penalty: 1029.056152
	Iteration 126Q: 3 clusters Score -5068635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5068638.500000 Penalty: 1029.056152
	Iteration 127Q: 3 clusters Score -5068638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5068642.000000 Penalty: 1029.056152
	Iteration 128Q: 3 clusters Score -5068642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5068637.000000 Penalty: 1029.056152
	Iteration 129Q: 3 clusters Score -5068637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5068652.000000 Penalty: 1029.056152
	Iteration 130Q: 3 clusters Score -5068652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5068652.000000 Penalty: 1029.056152
	Iteration 131Q: 3 clusters Score -5068652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5068655.500000 Penalty: 1029.056152
	Iteration 132Q: 3 clusters Score -5068656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5068662.000000 Penalty: 1029.056152
	Iteration 133Q: 3 clusters Score -5068662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5068660.000000 Penalty: 1029.056152
	Iteration 134Q: 3 clusters Score -5068660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5068649.500000 Penalty: 1029.056152
	Iteration 135Q: 3 clusters Score -5068650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5068653.000000 Penalty: 1029.056152
	Iteration 136Q: 3 clusters Score -5068653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5068647.500000 Penalty: 1029.056152
	Iteration 137Q: 3 clusters Score -5068648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5068652.500000 Penalty: 1029.056152
	Iteration 138Q: 3 clusters Score -5068652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5068658.500000 Penalty: 1029.056152
	Iteration 139Q: 3 clusters Score -5068658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5068658.500000 Penalty: 1029.056152
	Iteration 140F: 3 clusters Score -5068658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5068656.500000 Penalty: 1029.056152
	Iteration 141Q: 3 clusters Score -5068656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5068659.500000 Penalty: 1029.056152
	Iteration 142Q: 3 clusters Score -5068660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5068659.000000 Penalty: 1029.056152
	Iteration 143Q: 3 clusters Score -5068659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5068662.000000 Penalty: 1029.056152
	Iteration 144Q: 3 clusters Score -5068662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5068665.000000 Penalty: 1029.056152
	Iteration 145Q: 3 clusters Score -5068665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5068669.000000 Penalty: 1029.056152
	Iteration 146Q: 3 clusters Score -5068669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80790 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5068665.000000 Penalty: 1029.056152
	Iteration 147Q: 3 clusters Score -5068665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5068669.000000 Penalty: 1029.056152
	Iteration 148Q: 3 clusters Score -5068669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5068670.000000 Penalty: 1029.056152
	Iteration 149Q: 3 clusters Score -5068670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5068669.000000 Penalty: 1029.056152
	Iteration 150Q: 3 clusters Score -5068669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80818 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5068670.500000 Penalty: 1029.056152
	Iteration 151Q: 3 clusters Score -5068670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5068673.000000 Penalty: 1029.056152
	Iteration 152Q: 3 clusters Score -5068673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5068679.000000 Penalty: 1029.056152
	Iteration 153Q: 3 clusters Score -5068679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5068679.000000 Penalty: 1029.056152
	Iteration 154Q: 3 clusters Score -5068679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5068682.500000 Penalty: 1029.056152
	Iteration 155Q: 3 clusters Score -5068682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5068681.500000 Penalty: 1029.056152
	Iteration 156Q: 3 clusters Score -5068682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5068687.000000 Penalty: 1029.056152
	Iteration 157Q: 3 clusters Score -5068687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5068688.500000 Penalty: 1029.056152
	Iteration 158Q: 3 clusters Score -5068688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5068687.000000 Penalty: 1029.056152
	Iteration 159Q: 3 clusters Score -5068687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5068687.000000 Penalty: 1029.056152
	Iteration 160F: 3 clusters Score -5068687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37561.453125 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37561.45 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37779.351562 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37779.35 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37897.062500 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37897.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37982.941406 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -37982.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38041.664062 Penalty: 586.126160
	Iteration 4F: 3 clusters Score -38041.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38080.058594 Penalty: 586.126160
	Iteration 5F: 3 clusters Score -38080.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38117.566406 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38117.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38167.671875 Penalty: 586.126160
	Iteration 7F: 3 clusters Score -38167.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38193.859375 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38193.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38237.621094 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38237.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38263.148438 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38263.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38269.714844 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38269.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38270.367188 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38270.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38270.718750 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38270.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38270.718750 Penalty: 586.126160
	Iteration 14F: 3 clusters Score -38270.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 398 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 229 members 
Entering Unmasked Estep 
Score: -53296772.000000 Penalty: 44907.519531
Splitting cluster 10 changes total score from -53296972.000000 to -53296772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 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 156 members 
Entering Unmasked Estep 
Score: -18222.144531 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18222.14 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18310.083984 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18310.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18331.628906 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18331.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18341.345703 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18341.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18355.242188 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18355.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18369.314453 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18369.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18381.501953 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18396.664062 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18396.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18403.531250 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18403.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18409.748047 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18409.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18411.205078 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18411.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18412.087891 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18412.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18414.240234 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18414.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18420.871094 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -18420.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18424.564453 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -18424.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18430.064453 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -18430.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18430.326172 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -18430.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18430.326172 Penalty: 517.822693
	Iteration 17F: 3 clusters Score -18430.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Entering Unmasked Estep 
Score: -4813456.000000 Penalty: 512.754272
	Iteration 0F: 2 clusters Score -4813456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4760525.500000 Penalty: 1025.508545
	Iteration 0F: 3 clusters Score -4760526 nChanged 38297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -4783393.500000 Penalty: 1025.508545
	Iteration 1F: 3 clusters Score -4783394 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -4784994.000000 Penalty: 1025.508545
	Iteration 2Q: 3 clusters Score -4784994 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -4787620.000000 Penalty: 1025.508545
	Iteration 3F: 3 clusters Score -4787620 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -4791544.500000 Penalty: 1025.508545
	Iteration 4F: 3 clusters Score -4791544 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -4796391.500000 Penalty: 1025.508545
	Iteration 5F: 3 clusters Score -4796392 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -4800500.500000 Penalty: 1025.508545
	Iteration 6F: 3 clusters Score -4800500 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -4802566.500000 Penalty: 1025.508545
	Iteration 7Q: 3 clusters Score -4802566 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -4803540.000000 Penalty: 1025.508545
	Iteration 8Q: 3 clusters Score -4803540 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -4804197.500000 Penalty: 1025.508545
	Iteration 9Q: 3 clusters Score -4804198 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -4804855.500000 Penalty: 1025.508545
	Iteration 10Q: 3 clusters Score -4804856 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -4805467.500000 Penalty: 1025.508545
	Iteration 11Q: 3 clusters Score -4805468 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -4806120.500000 Penalty: 1025.508545
	Iteration 12Q: 3 clusters Score -4806120 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -4806711.500000 Penalty: 1025.508545
	Iteration 13Q: 3 clusters Score -4806712 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -4807277.000000 Penalty: 1025.508545
	Iteration 14Q: 3 clusters Score -4807277 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -4807817.000000 Penalty: 1025.508545
	Iteration 15Q: 3 clusters Score -4807817 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -4808358.500000 Penalty: 1025.508545
	Iteration 16Q: 3 clusters Score -4808358 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -4808927.000000 Penalty: 1025.508545
	Iteration 17Q: 3 clusters Score -4808927 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -4809452.000000 Penalty: 1025.508545
	Iteration 18Q: 3 clusters Score -4809452 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -4809959.000000 Penalty: 1025.508545
	Iteration 19Q: 3 clusters Score -4809959 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -4810426.500000 Penalty: 1025.508545
	Iteration 20F: 3 clusters Score -4810426 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -4810869.500000 Penalty: 1025.508545
	Iteration 21Q: 3 clusters Score -4810870 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -4811286.500000 Penalty: 1025.508545
	Iteration 22Q: 3 clusters Score -4811286 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -4811672.500000 Penalty: 1025.508545
	Iteration 23Q: 3 clusters Score -4811672 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -4811988.000000 Penalty: 1025.508545
	Iteration 24Q: 3 clusters Score -4811988 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -4812216.000000 Penalty: 1025.508545
	Iteration 25Q: 3 clusters Score -4812216 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -4812396.500000 Penalty: 1025.508545
	Iteration 26Q: 3 clusters Score -4812396 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -4812534.000000 Penalty: 1025.508545
	Iteration 27Q: 3 clusters Score -4812534 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -4812652.000000 Penalty: 1025.508545
	Iteration 28Q: 3 clusters Score -4812652 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -4812741.000000 Penalty: 1025.508545
	Iteration 29Q: 3 clusters Score -4812741 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -4812806.500000 Penalty: 1025.508545
	Iteration 30Q: 3 clusters Score -4812806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -4812860.500000 Penalty: 1025.508545
	Iteration 31Q: 3 clusters Score -4812860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -4812885.500000 Penalty: 1025.508545
	Iteration 32Q: 3 clusters Score -4812886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -4812904.500000 Penalty: 1025.508545
	Iteration 33Q: 3 clusters Score -4812904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -4812923.500000 Penalty: 1025.508545
	Iteration 34Q: 3 clusters Score -4812924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -4812953.000000 Penalty: 1025.508545
	Iteration 35Q: 3 clusters Score -4812953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -4812958.500000 Penalty: 1025.508545
	Iteration 36Q: 3 clusters Score -4812958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -4812980.000000 Penalty: 1025.508545
	Iteration 37Q: 3 clusters Score -4812980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -4812991.500000 Penalty: 1025.508545
	Iteration 38Q: 3 clusters Score -4812992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -4812999.000000 Penalty: 1025.508545
	Iteration 39Q: 3 clusters Score -4812999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -4813013.000000 Penalty: 1025.508545
	Iteration 40F: 3 clusters Score -4813013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -4813020.000000 Penalty: 1025.508545
	Iteration 41Q: 3 clusters Score -4813020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -4813028.000000 Penalty: 1025.508545
	Iteration 42Q: 3 clusters Score -4813028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -4813035.000000 Penalty: 1025.508545
	Iteration 43Q: 3 clusters Score -4813035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -4813029.000000 Penalty: 1025.508545
	Iteration 44Q: 3 clusters Score -4813029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -4813033.000000 Penalty: 1025.508545
	Iteration 45Q: 3 clusters Score -4813033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -4813038.000000 Penalty: 1025.508545
	Iteration 46Q: 3 clusters Score -4813038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -4813043.500000 Penalty: 1025.508545
	Iteration 47Q: 3 clusters Score -4813044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -4813050.000000 Penalty: 1025.508545
	Iteration 48Q: 3 clusters Score -4813050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -4813057.000000 Penalty: 1025.508545
	Iteration 49Q: 3 clusters Score -4813057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -4813059.000000 Penalty: 1025.508545
	Iteration 50Q: 3 clusters Score -4813059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -4813059.000000 Penalty: 1025.508545
	Iteration 51F: 3 clusters Score -4813059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -183451.859375 Penalty: 363.939545
	Iteration 0F: 2 clusters Score -183451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -181359.421875 Penalty: 727.879089
	Iteration 0F: 3 clusters Score -181359.4 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -182094.140625 Penalty: 727.879089
	Iteration 1F: 3 clusters Score -182094.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -182226.921875 Penalty: 727.879089
	Iteration 2F: 3 clusters Score -182226.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -182396.078125 Penalty: 727.879089
	Iteration 3F: 3 clusters Score -182396.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -182614.250000 Penalty: 727.879089
	Iteration 4F: 3 clusters Score -182614.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -182801.453125 Penalty: 727.879089
	Iteration 5F: 3 clusters Score -182801.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -182972.062500 Penalty: 727.879089
	Iteration 6F: 3 clusters Score -182972.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -183105.640625 Penalty: 727.879089
	Iteration 7F: 3 clusters Score -183105.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -183195.703125 Penalty: 727.879089
	Iteration 8Q: 3 clusters Score -183195.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -183240.953125 Penalty: 727.879089
	Iteration 9Q: 3 clusters Score -183241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -183262.656250 Penalty: 727.879089
	Iteration 10Q: 3 clusters Score -183262.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -183280.703125 Penalty: 727.879089
	Iteration 11Q: 3 clusters Score -183280.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -183298.687500 Penalty: 727.879089
	Iteration 12Q: 3 clusters Score -183298.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -183305.984375 Penalty: 727.879089
	Iteration 13Q: 3 clusters Score -183306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -183312.781250 Penalty: 727.879089
	Iteration 14Q: 3 clusters Score -183312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -183316.921875 Penalty: 727.879089
	Iteration 15Q: 3 clusters Score -183316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -183321.312500 Penalty: 727.879089
	Iteration 16Q: 3 clusters Score -183321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -183324.953125 Penalty: 727.879089
	Iteration 17Q: 3 clusters Score -183325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -183329.140625 Penalty: 727.879089
	Iteration 18Q: 3 clusters Score -183329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -183331.984375 Penalty: 727.879089
	Iteration 19Q: 3 clusters Score -183332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -183334.328125 Penalty: 727.879089
	Iteration 20F: 3 clusters Score -183334.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -183336.359375 Penalty: 727.879089
	Iteration 21Q: 3 clusters Score -183336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -183337.671875 Penalty: 727.879089
	Iteration 22Q: 3 clusters Score -183337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -183337.562500 Penalty: 727.879089
	Iteration 23Q: 3 clusters Score -183337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -183337.687500 Penalty: 727.879089
	Iteration 24Q: 3 clusters Score -183337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -183337.687500 Penalty: 727.879089
	Iteration 25F: 3 clusters Score -183337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 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 641 members 
Entering Unmasked Estep 
Score: -82164.179688 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82164.18 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82572.554688 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82572.55 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -82711.203125 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82711.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82835.718750 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -82835.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82939.367188 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -82939.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83028.835938 Penalty: 651.919128
	Iteration 5F: 3 clusters Score -83028.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83106.640625 Penalty: 651.919128
	Iteration 6F: 3 clusters Score -83106.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83157.804688 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83157.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83183.054688 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83183.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83210.234375 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83210.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83229.257812 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83229.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -83236.812500 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83236.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -83238.664062 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83238.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83239.421875 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -83239.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83239.484375 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -83239.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -83239.695312 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -83239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83239.937500 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -83239.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83239.937500 Penalty: 651.919128
	Iteration 17F: 3 clusters Score -83239.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 583 members 
Entering Unmasked Estep 
Score: -53296756.000000 Penalty: 44907.519531
Splitting cluster 14 changes total score from -53296972.000000 to -53296756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (87354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Entering Unmasked Estep 
Score: -5460116.000000 Penalty: 517.686401
	Iteration 0F: 2 clusters Score -5460116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5403415.000000 Penalty: 1035.372803
	Iteration 0F: 3 clusters Score -5403415 nChanged 42510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -5430156.500000 Penalty: 1035.372803
	Iteration 1F: 3 clusters Score -5430156 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -5433245.500000 Penalty: 1035.372803
	Iteration 2F: 3 clusters Score -5433246 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -5438425.500000 Penalty: 1035.372803
	Iteration 3F: 3 clusters Score -5438426 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -5444889.500000 Penalty: 1035.372803
	Iteration 4F: 3 clusters Score -5444890 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -5450171.500000 Penalty: 1035.372803
	Iteration 5F: 3 clusters Score -5450172 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -5452323.500000 Penalty: 1035.372803
	Iteration 6Q: 3 clusters Score -5452324 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -5453059.000000 Penalty: 1035.372803
	Iteration 7Q: 3 clusters Score -5453059 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -5453518.500000 Penalty: 1035.372803
	Iteration 8Q: 3 clusters Score -5453518 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -5453933.000000 Penalty: 1035.372803
	Iteration 9Q: 3 clusters Score -5453933 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -5454307.500000 Penalty: 1035.372803
	Iteration 10Q: 3 clusters Score -5454308 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -5454592.500000 Penalty: 1035.372803
	Iteration 11Q: 3 clusters Score -5454592 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -5454831.000000 Penalty: 1035.372803
	Iteration 12Q: 3 clusters Score -5454831 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -5455019.500000 Penalty: 1035.372803
	Iteration 13Q: 3 clusters Score -5455020 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -5455198.500000 Penalty: 1035.372803
	Iteration 14Q: 3 clusters Score -5455198 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -5455366.000000 Penalty: 1035.372803
	Iteration 15Q: 3 clusters Score -5455366 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -5455505.500000 Penalty: 1035.372803
	Iteration 16Q: 3 clusters Score -5455506 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -5455600.500000 Penalty: 1035.372803
	Iteration 17Q: 3 clusters Score -5455600 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -5455629.500000 Penalty: 1035.372803
	Iteration 18Q: 3 clusters Score -5455630 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -5455703.500000 Penalty: 1035.372803
	Iteration 19Q: 3 clusters Score -5455704 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -5455764.500000 Penalty: 1035.372803
	Iteration 20F: 3 clusters Score -5455764 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -5455800.500000 Penalty: 1035.372803
	Iteration 21Q: 3 clusters Score -5455800 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -5455861.000000 Penalty: 1035.372803
	Iteration 22Q: 3 clusters Score -5455861 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -5455906.500000 Penalty: 1035.372803
	Iteration 23Q: 3 clusters Score -5455906 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -5455926.000000 Penalty: 1035.372803
	Iteration 24Q: 3 clusters Score -5455926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -5455930.500000 Penalty: 1035.372803
	Iteration 25Q: 3 clusters Score -5455930 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -5455955.500000 Penalty: 1035.372803
	Iteration 26Q: 3 clusters Score -5455956 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -5455992.500000 Penalty: 1035.372803
	Iteration 27Q: 3 clusters Score -5455992 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -5456032.500000 Penalty: 1035.372803
	Iteration 28Q: 3 clusters Score -5456032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -5456076.000000 Penalty: 1035.372803
	Iteration 29Q: 3 clusters Score -5456076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -5456120.000000 Penalty: 1035.372803
	Iteration 30Q: 3 clusters Score -5456120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -5456141.500000 Penalty: 1035.372803
	Iteration 31Q: 3 clusters Score -5456142 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -5456183.000000 Penalty: 1035.372803
	Iteration 32Q: 3 clusters Score -5456183 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -5456220.500000 Penalty: 1035.372803
	Iteration 33Q: 3 clusters Score -5456220 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -5456269.500000 Penalty: 1035.372803
	Iteration 34Q: 3 clusters Score -5456270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -5456286.000000 Penalty: 1035.372803
	Iteration 35Q: 3 clusters Score -5456286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -5456329.000000 Penalty: 1035.372803
	Iteration 36Q: 3 clusters Score -5456329 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -5456352.000000 Penalty: 1035.372803
	Iteration 37Q: 3 clusters Score -5456352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -5456382.500000 Penalty: 1035.372803
	Iteration 38Q: 3 clusters Score -5456382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -5456432.500000 Penalty: 1035.372803
	Iteration 39Q: 3 clusters Score -5456432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -5456486.000000 Penalty: 1035.372803
	Iteration 40F: 3 clusters Score -5456486 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -5456514.500000 Penalty: 1035.372803
	Iteration 41Q: 3 clusters Score -5456514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -5456535.500000 Penalty: 1035.372803
	Iteration 42Q: 3 clusters Score -5456536 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -5456566.500000 Penalty: 1035.372803
	Iteration 43Q: 3 clusters Score -5456566 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -5456621.000000 Penalty: 1035.372803
	Iteration 44Q: 3 clusters Score -5456621 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -5456649.000000 Penalty: 1035.372803
	Iteration 45Q: 3 clusters Score -5456649 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -5456685.500000 Penalty: 1035.372803
	Iteration 46Q: 3 clusters Score -5456686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -5456750.000000 Penalty: 1035.372803
	Iteration 47Q: 3 clusters Score -5456750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -5456825.000000 Penalty: 1035.372803
	Iteration 48Q: 3 clusters Score -5456825 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -5456895.500000 Penalty: 1035.372803
	Iteration 49Q: 3 clusters Score -5456896 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -5456934.500000 Penalty: 1035.372803
	Iteration 50Q: 3 clusters Score -5456934 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -5456990.500000 Penalty: 1035.372803
	Iteration 51Q: 3 clusters Score -5456990 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -5457044.000000 Penalty: 1035.372803
	Iteration 52Q: 3 clusters Score -5457044 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -5457096.000000 Penalty: 1035.372803
	Iteration 53Q: 3 clusters Score -5457096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -5457170.000000 Penalty: 1035.372803
	Iteration 54Q: 3 clusters Score -5457170 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -5457217.000000 Penalty: 1035.372803
	Iteration 55Q: 3 clusters Score -5457217 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -5457283.500000 Penalty: 1035.372803
	Iteration 56Q: 3 clusters Score -5457284 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -5457345.000000 Penalty: 1035.372803
	Iteration 57Q: 3 clusters Score -5457345 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -5457450.000000 Penalty: 1035.372803
	Iteration 58Q: 3 clusters Score -5457450 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -5457546.500000 Penalty: 1035.372803
	Iteration 59Q: 3 clusters Score -5457546 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -5457637.000000 Penalty: 1035.372803
	Iteration 60F: 3 clusters Score -5457637 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -5457742.000000 Penalty: 1035.372803
	Iteration 61Q: 3 clusters Score -5457742 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -5457869.000000 Penalty: 1035.372803
	Iteration 62Q: 3 clusters Score -5457869 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -5458028.000000 Penalty: 1035.372803
	Iteration 63Q: 3 clusters Score -5458028 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -5458218.500000 Penalty: 1035.372803
	Iteration 64Q: 3 clusters Score -5458218 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -5458415.000000 Penalty: 1035.372803
	Iteration 65Q: 3 clusters Score -5458415 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -5458660.000000 Penalty: 1035.372803
	Iteration 66Q: 3 clusters Score -5458660 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -5458882.000000 Penalty: 1035.372803
	Iteration 67Q: 3 clusters Score -5458882 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -5459047.000000 Penalty: 1035.372803
	Iteration 68Q: 3 clusters Score -5459047 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -5459218.000000 Penalty: 1035.372803
	Iteration 69Q: 3 clusters Score -5459218 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -5459374.500000 Penalty: 1035.372803
	Iteration 70Q: 3 clusters Score -5459374 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -5459496.000000 Penalty: 1035.372803
	Iteration 71Q: 3 clusters Score -5459496 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -5459595.500000 Penalty: 1035.372803
	Iteration 72Q: 3 clusters Score -5459596 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -5459681.500000 Penalty: 1035.372803
	Iteration 73Q: 3 clusters Score -5459682 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -5459778.000000 Penalty: 1035.372803
	Iteration 74Q: 3 clusters Score -5459778 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -5459852.500000 Penalty: 1035.372803
	Iteration 75Q: 3 clusters Score -5459852 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -5459904.000000 Penalty: 1035.372803
	Iteration 76Q: 3 clusters Score -5459904 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -5459938.500000 Penalty: 1035.372803
	Iteration 77Q: 3 clusters Score -5459938 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -5459898.000000 Penalty: 1035.372803
	Iteration 78Q: 3 clusters Score -5459898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -5459893.000000 Penalty: 1035.372803
	Iteration 79Q: 3 clusters Score -5459893 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -5459889.500000 Penalty: 1035.372803
	Iteration 80F: 3 clusters Score -5459890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -5459889.500000 Penalty: 1035.372803
	Iteration 81Q: 3 clusters Score -5459890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -5459864.000000 Penalty: 1035.372803
	Iteration 82Q: 3 clusters Score -5459864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -5459850.500000 Penalty: 1035.372803
	Iteration 83Q: 3 clusters Score -5459850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -5459848.000000 Penalty: 1035.372803
	Iteration 84Q: 3 clusters Score -5459848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 87086 members 
Entering Unmasked Estep 
Score: -5459847.000000 Penalty: 1035.372803
	Iteration 85Q: 3 clusters Score -5459847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -5459852.000000 Penalty: 1035.372803
	Iteration 86Q: 3 clusters Score -5459852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -5459848.500000 Penalty: 1035.372803
	Iteration 87Q: 3 clusters Score -5459848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -5459847.000000 Penalty: 1035.372803
	Iteration 88Q: 3 clusters Score -5459847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -5459843.500000 Penalty: 1035.372803
	Iteration 89Q: 3 clusters Score -5459844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -5459841.500000 Penalty: 1035.372803
	Iteration 90Q: 3 clusters Score -5459842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -5459840.000000 Penalty: 1035.372803
	Iteration 91Q: 3 clusters Score -5459840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -5459838.500000 Penalty: 1035.372803
	Iteration 92Q: 3 clusters Score -5459838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -5459830.500000 Penalty: 1035.372803
	Iteration 93Q: 3 clusters Score -5459830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -5459829.000000 Penalty: 1035.372803
	Iteration 94Q: 3 clusters Score -5459829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -5459831.000000 Penalty: 1035.372803
	Iteration 95Q: 3 clusters Score -5459831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -5459833.000000 Penalty: 1035.372803
	Iteration 96Q: 3 clusters Score -5459833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -5459834.500000 Penalty: 1035.372803
	Iteration 97Q: 3 clusters Score -5459834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -5459834.000000 Penalty: 1035.372803
	Iteration 98Q: 3 clusters Score -5459834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -5459837.500000 Penalty: 1035.372803
	Iteration 99Q: 3 clusters Score -5459838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -5459833.500000 Penalty: 1035.372803
	Iteration 100F: 3 clusters Score -5459834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -5459830.500000 Penalty: 1035.372803
	Iteration 101Q: 3 clusters Score -5459830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -5459835.500000 Penalty: 1035.372803
	Iteration 102Q: 3 clusters Score -5459836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -5459833.000000 Penalty: 1035.372803
	Iteration 103Q: 3 clusters Score -5459833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -5459831.000000 Penalty: 1035.372803
	Iteration 104Q: 3 clusters Score -5459831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -5459831.500000 Penalty: 1035.372803
	Iteration 105Q: 3 clusters Score -5459832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -5459843.500000 Penalty: 1035.372803
	Iteration 106Q: 3 clusters Score -5459844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -5459841.500000 Penalty: 1035.372803
	Iteration 107Q: 3 clusters Score -5459842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -5459843.500000 Penalty: 1035.372803
	Iteration 108Q: 3 clusters Score -5459844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -5459841.500000 Penalty: 1035.372803
	Iteration 109Q: 3 clusters Score -5459842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -5459841.500000 Penalty: 1035.372803
	Iteration 110F: 3 clusters Score -5459842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -10118.578125 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -10118.58 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 118 members 
Entering Unmasked Estep 
Score: -9815.984375 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -9815.984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9920.541016 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -9920.541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10001.128906 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -10001.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10031.542969 Penalty: 489.989075
	Iteration 3F: 3 clusters Score -10031.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10041.505859 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -10041.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10041.505859 Penalty: 489.989075
	Iteration 5F: 3 clusters Score -10041.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -230600.437500 Penalty: 375.533691
	Iteration 0F: 2 clusters Score -230600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -227939.859375 Penalty: 751.067383
	Iteration 0F: 3 clusters Score -227939.9 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -228884.046875 Penalty: 751.067383
	Iteration 1F: 3 clusters Score -228884 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -229008.343750 Penalty: 751.067383
	Iteration 2F: 3 clusters Score -229008.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -229127.046875 Penalty: 751.067383
	Iteration 3F: 3 clusters Score -229127 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -229296.890625 Penalty: 751.067383
	Iteration 4F: 3 clusters Score -229296.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -229485.281250 Penalty: 751.067383
	Iteration 5F: 3 clusters Score -229485.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -229622.531250 Penalty: 751.067383
	Iteration 6F: 3 clusters Score -229622.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -229697.171875 Penalty: 751.067383
	Iteration 7Q: 3 clusters Score -229697.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -229734.218750 Penalty: 751.067383
	Iteration 8Q: 3 clusters Score -229734.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -229749.796875 Penalty: 751.067383
	Iteration 9Q: 3 clusters Score -229749.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -229761.093750 Penalty: 751.067383
	Iteration 10Q: 3 clusters Score -229761.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -229769.984375 Penalty: 751.067383
	Iteration 11Q: 3 clusters Score -229770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -229779.953125 Penalty: 751.067383
	Iteration 12Q: 3 clusters Score -229780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -229790.546875 Penalty: 751.067383
	Iteration 13Q: 3 clusters Score -229790.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -229803.031250 Penalty: 751.067383
	Iteration 14Q: 3 clusters Score -229803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -229813.343750 Penalty: 751.067383
	Iteration 15Q: 3 clusters Score -229813.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -229820.421875 Penalty: 751.067383
	Iteration 16Q: 3 clusters Score -229820.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -229829.375000 Penalty: 751.067383
	Iteration 17Q: 3 clusters Score -229829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -229835.281250 Penalty: 751.067383
	Iteration 18Q: 3 clusters Score -229835.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -229842.078125 Penalty: 751.067383
	Iteration 19Q: 3 clusters Score -229842.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -229848.421875 Penalty: 751.067383
	Iteration 20F: 3 clusters Score -229848.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -229850.203125 Penalty: 751.067383
	Iteration 21Q: 3 clusters Score -229850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -229852.796875 Penalty: 751.067383
	Iteration 22Q: 3 clusters Score -229852.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -229857.062500 Penalty: 751.067383
	Iteration 23Q: 3 clusters Score -229857.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -229862.812500 Penalty: 751.067383
	Iteration 24Q: 3 clusters Score -229862.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -229868.359375 Penalty: 751.067383
	Iteration 25Q: 3 clusters Score -229868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -229871.796875 Penalty: 751.067383
	Iteration 26Q: 3 clusters Score -229871.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -229875.234375 Penalty: 751.067383
	Iteration 27Q: 3 clusters Score -229875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -229877.000000 Penalty: 751.067383
	Iteration 28Q: 3 clusters Score -229877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -229879.421875 Penalty: 751.067383
	Iteration 29Q: 3 clusters Score -229879.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -229883.000000 Penalty: 751.067383
	Iteration 30Q: 3 clusters Score -229883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -229886.078125 Penalty: 751.067383
	Iteration 31Q: 3 clusters Score -229886.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -229890.656250 Penalty: 751.067383
	Iteration 32Q: 3 clusters Score -229890.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -229894.750000 Penalty: 751.067383
	Iteration 33Q: 3 clusters Score -229894.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -229899.281250 Penalty: 751.067383
	Iteration 34Q: 3 clusters Score -229899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -229903.765625 Penalty: 751.067383
	Iteration 35Q: 3 clusters Score -229903.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -229909.421875 Penalty: 751.067383
	Iteration 36Q: 3 clusters Score -229909.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -229914.828125 Penalty: 751.067383
	Iteration 37Q: 3 clusters Score -229914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -229919.140625 Penalty: 751.067383
	Iteration 38Q: 3 clusters Score -229919.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -229921.984375 Penalty: 751.067383
	Iteration 39Q: 3 clusters Score -229922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229925.281250 Penalty: 751.067383
	Iteration 40F: 3 clusters Score -229925.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -229929.750000 Penalty: 751.067383
	Iteration 41Q: 3 clusters Score -229929.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229935.437500 Penalty: 751.067383
	Iteration 42Q: 3 clusters Score -229935.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -229942.546875 Penalty: 751.067383
	Iteration 43Q: 3 clusters Score -229942.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -229949.593750 Penalty: 751.067383
	Iteration 44Q: 3 clusters Score -229949.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -229958.937500 Penalty: 751.067383
	Iteration 45Q: 3 clusters Score -229958.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229966.500000 Penalty: 751.067383
	Iteration 46Q: 3 clusters Score -229966.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -229971.921875 Penalty: 751.067383
	Iteration 47Q: 3 clusters Score -229971.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -229977.343750 Penalty: 751.067383
	Iteration 48Q: 3 clusters Score -229977.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -229982.218750 Penalty: 751.067383
	Iteration 49Q: 3 clusters Score -229982.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229989.250000 Penalty: 751.067383
	Iteration 50Q: 3 clusters Score -229989.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229999.812500 Penalty: 751.067383
	Iteration 51Q: 3 clusters Score -229999.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -230011.484375 Penalty: 751.067383
	Iteration 52Q: 3 clusters Score -230011.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -230025.718750 Penalty: 751.067383
	Iteration 53Q: 3 clusters Score -230025.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230039.359375 Penalty: 751.067383
	Iteration 54Q: 3 clusters Score -230039.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -230051.406250 Penalty: 751.067383
	Iteration 55Q: 3 clusters Score -230051.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -230058.281250 Penalty: 751.067383
	Iteration 56Q: 3 clusters Score -230058.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -230067.578125 Penalty: 751.067383
	Iteration 57Q: 3 clusters Score -230067.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230080.203125 Penalty: 751.067383
	Iteration 58Q: 3 clusters Score -230080.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -230090.328125 Penalty: 751.067383
	Iteration 59Q: 3 clusters Score -230090.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -230097.421875 Penalty: 751.067383
	Iteration 60F: 3 clusters Score -230097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -230107.203125 Penalty: 751.067383
	Iteration 61Q: 3 clusters Score -230107.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230116.359375 Penalty: 751.067383
	Iteration 62Q: 3 clusters Score -230116.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -230121.375000 Penalty: 751.067383
	Iteration 63Q: 3 clusters Score -230121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230127.265625 Penalty: 751.067383
	Iteration 64Q: 3 clusters Score -230127.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -230134.984375 Penalty: 751.067383
	Iteration 65Q: 3 clusters Score -230135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -230145.109375 Penalty: 751.067383
	Iteration 66Q: 3 clusters Score -230145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -230152.359375 Penalty: 751.067383
	Iteration 67Q: 3 clusters Score -230152.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -230160.984375 Penalty: 751.067383
	Iteration 68Q: 3 clusters Score -230161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -230167.546875 Penalty: 751.067383
	Iteration 69Q: 3 clusters Score -230167.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -230173.765625 Penalty: 751.067383
	Iteration 70Q: 3 clusters Score -230173.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230182.687500 Penalty: 751.067383
	Iteration 71Q: 3 clusters Score -230182.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -230194.703125 Penalty: 751.067383
	Iteration 72Q: 3 clusters Score -230194.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -230205.984375 Penalty: 751.067383
	Iteration 73Q: 3 clusters Score -230206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -230216.328125 Penalty: 751.067383
	Iteration 74Q: 3 clusters Score -230216.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -230222.781250 Penalty: 751.067383
	Iteration 75Q: 3 clusters Score -230222.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -230228.500000 Penalty: 751.067383
	Iteration 76Q: 3 clusters Score -230228.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -230237.000000 Penalty: 751.067383
	Iteration 77Q: 3 clusters Score -230237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -230243.078125 Penalty: 751.067383
	Iteration 78Q: 3 clusters Score -230243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -230252.890625 Penalty: 751.067383
	Iteration 79Q: 3 clusters Score -230252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -230262.671875 Penalty: 751.067383
	Iteration 80F: 3 clusters Score -230262.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -230276.937500 Penalty: 751.067383
	Iteration 81Q: 3 clusters Score -230276.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -230285.093750 Penalty: 751.067383
	Iteration 82Q: 3 clusters Score -230285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -230289.328125 Penalty: 751.067383
	Iteration 83Q: 3 clusters Score -230289.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -230294.015625 Penalty: 751.067383
	Iteration 84Q: 3 clusters Score -230294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -230298.437500 Penalty: 751.067383
	Iteration 85Q: 3 clusters Score -230298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -230301.609375 Penalty: 751.067383
	Iteration 86Q: 3 clusters Score -230301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -230305.203125 Penalty: 751.067383
	Iteration 87Q: 3 clusters Score -230305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -230307.765625 Penalty: 751.067383
	Iteration 88Q: 3 clusters Score -230307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -230308.453125 Penalty: 751.067383
	Iteration 89Q: 3 clusters Score -230308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -230309.093750 Penalty: 751.067383
	Iteration 90Q: 3 clusters Score -230309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -230310.000000 Penalty: 751.067383
	Iteration 91Q: 3 clusters Score -230310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -230312.593750 Penalty: 751.067383
	Iteration 92Q: 3 clusters Score -230312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -230312.843750 Penalty: 751.067383
	Iteration 93Q: 3 clusters Score -230312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -230312.750000 Penalty: 751.067383
	Iteration 94Q: 3 clusters Score -230312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -230313.312500 Penalty: 751.067383
	Iteration 95Q: 3 clusters Score -230313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -230313.312500 Penalty: 751.067383
	Iteration 96F: 3 clusters Score -230313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Entering Unmasked Estep 
Score: -5277649.000000 Penalty: 516.233704
	Iteration 0F: 2 clusters Score -5277649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5221873.500000 Penalty: 1032.467407
	Iteration 0F: 3 clusters Score -5221874 nChanged 41139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -5247690.500000 Penalty: 1032.467407
	Iteration 1F: 3 clusters Score -5247690 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5249313.000000 Penalty: 1032.467407
	Iteration 2Q: 3 clusters Score -5249313 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5251918.500000 Penalty: 1032.467407
	Iteration 3F: 3 clusters Score -5251918 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5255693.500000 Penalty: 1032.467407
	Iteration 4F: 3 clusters Score -5255694 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5260487.000000 Penalty: 1032.467407
	Iteration 5F: 3 clusters Score -5260487 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5265026.500000 Penalty: 1032.467407
	Iteration 6F: 3 clusters Score -5265026 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -5268030.500000 Penalty: 1032.467407
	Iteration 7Q: 3 clusters Score -5268030 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5269752.500000 Penalty: 1032.467407
	Iteration 8Q: 3 clusters Score -5269752 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5270941.000000 Penalty: 1032.467407
	Iteration 9Q: 3 clusters Score -5270941 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -5271926.500000 Penalty: 1032.467407
	Iteration 10Q: 3 clusters Score -5271926 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5272862.500000 Penalty: 1032.467407
	Iteration 11Q: 3 clusters Score -5272862 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -5273876.500000 Penalty: 1032.467407
	Iteration 12Q: 3 clusters Score -5273876 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5274679.500000 Penalty: 1032.467407
	Iteration 13Q: 3 clusters Score -5274680 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5275334.000000 Penalty: 1032.467407
	Iteration 14Q: 3 clusters Score -5275334 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -5275827.500000 Penalty: 1032.467407
	Iteration 15Q: 3 clusters Score -5275828 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5276247.500000 Penalty: 1032.467407
	Iteration 16Q: 3 clusters Score -5276248 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5276542.500000 Penalty: 1032.467407
	Iteration 17Q: 3 clusters Score -5276542 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5276749.000000 Penalty: 1032.467407
	Iteration 18Q: 3 clusters Score -5276749 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5276909.500000 Penalty: 1032.467407
	Iteration 19Q: 3 clusters Score -5276910 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5277018.500000 Penalty: 1032.467407
	Iteration 20F: 3 clusters Score -5277018 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5277092.000000 Penalty: 1032.467407
	Iteration 21Q: 3 clusters Score -5277092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5277160.500000 Penalty: 1032.467407
	Iteration 22Q: 3 clusters Score -5277160 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5277218.000000 Penalty: 1032.467407
	Iteration 23Q: 3 clusters Score -5277218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5277248.500000 Penalty: 1032.467407
	Iteration 24Q: 3 clusters Score -5277248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5277285.500000 Penalty: 1032.467407
	Iteration 25Q: 3 clusters Score -5277286 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5277310.000000 Penalty: 1032.467407
	Iteration 26Q: 3 clusters Score -5277310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5277318.500000 Penalty: 1032.467407
	Iteration 27Q: 3 clusters Score -5277318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5277321.500000 Penalty: 1032.467407
	Iteration 28Q: 3 clusters Score -5277322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5277325.500000 Penalty: 1032.467407
	Iteration 29Q: 3 clusters Score -5277326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5277332.000000 Penalty: 1032.467407
	Iteration 30Q: 3 clusters Score -5277332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5277335.000000 Penalty: 1032.467407
	Iteration 31Q: 3 clusters Score -5277335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5277350.500000 Penalty: 1032.467407
	Iteration 32Q: 3 clusters Score -5277350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5277360.500000 Penalty: 1032.467407
	Iteration 33Q: 3 clusters Score -5277360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5277358.000000 Penalty: 1032.467407
	Iteration 34Q: 3 clusters Score -5277358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5277353.000000 Penalty: 1032.467407
	Iteration 35Q: 3 clusters Score -5277353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5277361.000000 Penalty: 1032.467407
	Iteration 36Q: 3 clusters Score -5277361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5277363.500000 Penalty: 1032.467407
	Iteration 37Q: 3 clusters Score -5277364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5277365.000000 Penalty: 1032.467407
	Iteration 38Q: 3 clusters Score -5277365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5277370.000000 Penalty: 1032.467407
	Iteration 39Q: 3 clusters Score -5277370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5277372.500000 Penalty: 1032.467407
	Iteration 40F: 3 clusters Score -5277372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5277374.000000 Penalty: 1032.467407
	Iteration 41Q: 3 clusters Score -5277374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5277385.500000 Penalty: 1032.467407
	Iteration 42Q: 3 clusters Score -5277386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5277388.000000 Penalty: 1032.467407
	Iteration 43Q: 3 clusters Score -5277388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5277390.500000 Penalty: 1032.467407
	Iteration 44Q: 3 clusters Score -5277390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5277391.500000 Penalty: 1032.467407
	Iteration 45Q: 3 clusters Score -5277392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5277392.000000 Penalty: 1032.467407
	Iteration 46Q: 3 clusters Score -5277392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5277390.000000 Penalty: 1032.467407
	Iteration 47Q: 3 clusters Score -5277390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5277403.000000 Penalty: 1032.467407
	Iteration 48Q: 3 clusters Score -5277403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5277400.000000 Penalty: 1032.467407
	Iteration 49Q: 3 clusters Score -5277400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5277401.500000 Penalty: 1032.467407
	Iteration 50Q: 3 clusters Score -5277402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5277396.500000 Penalty: 1032.467407
	Iteration 51Q: 3 clusters Score -5277396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5277405.000000 Penalty: 1032.467407
	Iteration 52Q: 3 clusters Score -5277405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5277406.500000 Penalty: 1032.467407
	Iteration 53Q: 3 clusters Score -5277406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5277410.000000 Penalty: 1032.467407
	Iteration 54Q: 3 clusters Score -5277410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5277409.000000 Penalty: 1032.467407
	Iteration 55Q: 3 clusters Score -5277409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5277410.000000 Penalty: 1032.467407
	Iteration 56Q: 3 clusters Score -5277410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5277411.000000 Penalty: 1032.467407
	Iteration 57Q: 3 clusters Score -5277411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5277410.500000 Penalty: 1032.467407
	Iteration 58Q: 3 clusters Score -5277410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5277410.500000 Penalty: 1032.467407
	Iteration 59F: 3 clusters Score -5277410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Entering Unmasked Estep 
Score: -4238868.000000 Penalty: 507.087067
	Iteration 0F: 2 clusters Score -4238868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4192560.000000 Penalty: 1014.174133
	Iteration 0F: 3 clusters Score -4192560 nChanged 33534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -4215390.500000 Penalty: 1014.174133
	Iteration 1F: 3 clusters Score -4215390 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -4219025.500000 Penalty: 1014.174133
	Iteration 2F: 3 clusters Score -4219026 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -4223901.000000 Penalty: 1014.174133
	Iteration 3F: 3 clusters Score -4223901 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -4228527.500000 Penalty: 1014.174133
	Iteration 4F: 3 clusters Score -4228528 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -4231278.500000 Penalty: 1014.174133
	Iteration 5F: 3 clusters Score -4231278 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -4232449.500000 Penalty: 1014.174133
	Iteration 6Q: 3 clusters Score -4232450 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -4233026.000000 Penalty: 1014.174133
	Iteration 7Q: 3 clusters Score -4233026 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -4233519.000000 Penalty: 1014.174133
	Iteration 8Q: 3 clusters Score -4233519 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -4233940.500000 Penalty: 1014.174133
	Iteration 9Q: 3 clusters Score -4233940 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -4234364.500000 Penalty: 1014.174133
	Iteration 10Q: 3 clusters Score -4234364 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -4234800.500000 Penalty: 1014.174133
	Iteration 11Q: 3 clusters Score -4234800 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -4235157.500000 Penalty: 1014.174133
	Iteration 12Q: 3 clusters Score -4235158 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -4235527.500000 Penalty: 1014.174133
	Iteration 13Q: 3 clusters Score -4235528 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -4235841.500000 Penalty: 1014.174133
	Iteration 14Q: 3 clusters Score -4235842 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -4236168.500000 Penalty: 1014.174133
	Iteration 15Q: 3 clusters Score -4236168 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -4236451.000000 Penalty: 1014.174133
	Iteration 16Q: 3 clusters Score -4236451 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -4236747.000000 Penalty: 1014.174133
	Iteration 17Q: 3 clusters Score -4236747 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -4237004.000000 Penalty: 1014.174133
	Iteration 18Q: 3 clusters Score -4237004 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -4237272.000000 Penalty: 1014.174133
	Iteration 19Q: 3 clusters Score -4237272 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -4237480.000000 Penalty: 1014.174133
	Iteration 20F: 3 clusters Score -4237480 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -4237696.500000 Penalty: 1014.174133
	Iteration 21Q: 3 clusters Score -4237696 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -4237889.000000 Penalty: 1014.174133
	Iteration 22Q: 3 clusters Score -4237889 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -4238024.500000 Penalty: 1014.174133
	Iteration 23Q: 3 clusters Score -4238024 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -4238120.500000 Penalty: 1014.174133
	Iteration 24Q: 3 clusters Score -4238120 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -4238226.000000 Penalty: 1014.174133
	Iteration 25Q: 3 clusters Score -4238226 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -4238313.000000 Penalty: 1014.174133
	Iteration 26Q: 3 clusters Score -4238313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -4238359.500000 Penalty: 1014.174133
	Iteration 27Q: 3 clusters Score -4238360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -4238403.500000 Penalty: 1014.174133
	Iteration 28Q: 3 clusters Score -4238404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -4238472.000000 Penalty: 1014.174133
	Iteration 29Q: 3 clusters Score -4238472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -4238521.000000 Penalty: 1014.174133
	Iteration 30Q: 3 clusters Score -4238521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -4238558.500000 Penalty: 1014.174133
	Iteration 31Q: 3 clusters Score -4238558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -4238574.000000 Penalty: 1014.174133
	Iteration 32Q: 3 clusters Score -4238574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -4238595.500000 Penalty: 1014.174133
	Iteration 33Q: 3 clusters Score -4238596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -4238613.000000 Penalty: 1014.174133
	Iteration 34Q: 3 clusters Score -4238613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -4238616.000000 Penalty: 1014.174133
	Iteration 35Q: 3 clusters Score -4238616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -4238636.500000 Penalty: 1014.174133
	Iteration 36Q: 3 clusters Score -4238636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -4238635.000000 Penalty: 1014.174133
	Iteration 37Q: 3 clusters Score -4238635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -4238639.500000 Penalty: 1014.174133
	Iteration 38Q: 3 clusters Score -4238640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -4238646.000000 Penalty: 1014.174133
	Iteration 39Q: 3 clusters Score -4238646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -4238652.000000 Penalty: 1014.174133
	Iteration 40F: 3 clusters Score -4238652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -4238655.500000 Penalty: 1014.174133
	Iteration 41Q: 3 clusters Score -4238656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -4238656.000000 Penalty: 1014.174133
	Iteration 42Q: 3 clusters Score -4238656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -4238660.000000 Penalty: 1014.174133
	Iteration 43Q: 3 clusters Score -4238660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -4238654.500000 Penalty: 1014.174133
	Iteration 44Q: 3 clusters Score -4238654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -4238658.000000 Penalty: 1014.174133
	Iteration 45Q: 3 clusters Score -4238658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -4238654.500000 Penalty: 1014.174133
	Iteration 46Q: 3 clusters Score -4238654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -4238654.500000 Penalty: 1014.174133
	Iteration 47F: 3 clusters Score -4238654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7494.423828 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7494.424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7550.583008 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7550.583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7559.599609 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -7559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7563.311523 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7563.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7563.734863 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7563.735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7564.676270 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7564.676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7568.262207 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7568.262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7583.718262 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7583.718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7611.954102 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -7611.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7613.731445 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -7613.731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7613.731445 Penalty: 444.334991
	Iteration 10F: 3 clusters Score -7613.731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -14299.199219 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -14299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13981.794922 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -13981.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14110.782227 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -14110.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14197.236328 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -14197.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14292.390625 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -14292.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14336.220703 Penalty: 501.722015
	Iteration 4F: 3 clusters Score -14336.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14362.674805 Penalty: 501.722015
	Iteration 5F: 3 clusters Score -14362.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14383.984375 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -14383.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14393.958984 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -14393.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14394.286133 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -14394.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14394.286133 Penalty: 501.722015
	Iteration 9F: 3 clusters Score -14394.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 173 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 75 members 
Entering Unmasked Estep 
Score: -53296740.000000 Penalty: 44907.519531
Splitting cluster 21 changes total score from -53296972.000000 to -53296740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10324.598633 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -10324.6 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: -9974.677734 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -9974.678 nChanged 111
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: -10156.908203 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -10156.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10201.555664 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -10201.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10220.964844 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -10220.96 nChanged 9
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: -10244.863281 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -10244.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10263.298828 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -10263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10270.912109 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -10270.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10274.847656 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -10274.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10276.504883 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -10276.5 nChanged 2
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: -10277.364258 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -10277.36 nChanged 2
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: -10279.738281 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -10279.74 nChanged 0
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: -10279.738281 Penalty: 525.201111
	Iteration 11F: 3 clusters Score -10279.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -250391.265625 Penalty: 376.875977
	Iteration 0F: 2 clusters Score -250391.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -247719.781250 Penalty: 753.751953
	Iteration 0F: 3 clusters Score -247719.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -248839.765625 Penalty: 753.751953
	Iteration 1F: 3 clusters Score -248839.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -249073.046875 Penalty: 753.751953
	Iteration 2F: 3 clusters Score -249073 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -249324.921875 Penalty: 753.751953
	Iteration 3F: 3 clusters Score -249324.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -249558.140625 Penalty: 753.751953
	Iteration 4F: 3 clusters Score -249558.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -249734.890625 Penalty: 753.751953
	Iteration 5F: 3 clusters Score -249734.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -249821.734375 Penalty: 753.751953
	Iteration 6Q: 3 clusters Score -249821.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -249870.296875 Penalty: 753.751953
	Iteration 7Q: 3 clusters Score -249870.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -249900.734375 Penalty: 753.751953
	Iteration 8Q: 3 clusters Score -249900.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -249926.265625 Penalty: 753.751953
	Iteration 9Q: 3 clusters Score -249926.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -249944.203125 Penalty: 753.751953
	Iteration 10Q: 3 clusters Score -249944.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -249960.140625 Penalty: 753.751953
	Iteration 11Q: 3 clusters Score -249960.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -249971.625000 Penalty: 753.751953
	Iteration 12Q: 3 clusters Score -249971.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -249982.890625 Penalty: 753.751953
	Iteration 13Q: 3 clusters Score -249982.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -249990.265625 Penalty: 753.751953
	Iteration 14Q: 3 clusters Score -249990.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -249998.187500 Penalty: 753.751953
	Iteration 15Q: 3 clusters Score -249998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -250003.203125 Penalty: 753.751953
	Iteration 16Q: 3 clusters Score -250003.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -250008.484375 Penalty: 753.751953
	Iteration 17Q: 3 clusters Score -250008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -250013.359375 Penalty: 753.751953
	Iteration 18Q: 3 clusters Score -250013.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -250017.687500 Penalty: 753.751953
	Iteration 19Q: 3 clusters Score -250017.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -250020.718750 Penalty: 753.751953
	Iteration 20F: 3 clusters Score -250020.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -250023.109375 Penalty: 753.751953
	Iteration 21Q: 3 clusters Score -250023.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -250025.468750 Penalty: 753.751953
	Iteration 22Q: 3 clusters Score -250025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -250028.703125 Penalty: 753.751953
	Iteration 23Q: 3 clusters Score -250028.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -250031.843750 Penalty: 753.751953
	Iteration 24Q: 3 clusters Score -250031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -250035.593750 Penalty: 753.751953
	Iteration 25Q: 3 clusters Score -250035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -250040.625000 Penalty: 753.751953
	Iteration 26Q: 3 clusters Score -250040.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -250044.906250 Penalty: 753.751953
	Iteration 27Q: 3 clusters Score -250044.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -250048.031250 Penalty: 753.751953
	Iteration 28Q: 3 clusters Score -250048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -250051.484375 Penalty: 753.751953
	Iteration 29Q: 3 clusters Score -250051.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -250054.375000 Penalty: 753.751953
	Iteration 30Q: 3 clusters Score -250054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -250057.625000 Penalty: 753.751953
	Iteration 31Q: 3 clusters Score -250057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -250059.875000 Penalty: 753.751953
	Iteration 32Q: 3 clusters Score -250059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -250061.406250 Penalty: 753.751953
	Iteration 33Q: 3 clusters Score -250061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -250062.562500 Penalty: 753.751953
	Iteration 34Q: 3 clusters Score -250062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -250064.234375 Penalty: 753.751953
	Iteration 35Q: 3 clusters Score -250064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -250066.375000 Penalty: 753.751953
	Iteration 36Q: 3 clusters Score -250066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -250069.765625 Penalty: 753.751953
	Iteration 37Q: 3 clusters Score -250069.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -250072.093750 Penalty: 753.751953
	Iteration 38Q: 3 clusters Score -250072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -250076.281250 Penalty: 753.751953
	Iteration 39Q: 3 clusters Score -250076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -250079.843750 Penalty: 753.751953
	Iteration 40F: 3 clusters Score -250079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -250081.609375 Penalty: 753.751953
	Iteration 41Q: 3 clusters Score -250081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -250083.312500 Penalty: 753.751953
	Iteration 42Q: 3 clusters Score -250083.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -250084.953125 Penalty: 753.751953
	Iteration 43Q: 3 clusters Score -250085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -250086.187500 Penalty: 753.751953
	Iteration 44Q: 3 clusters Score -250086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -250087.140625 Penalty: 753.751953
	Iteration 45Q: 3 clusters Score -250087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -250087.703125 Penalty: 753.751953
	Iteration 46Q: 3 clusters Score -250087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -250088.281250 Penalty: 753.751953
	Iteration 47Q: 3 clusters Score -250088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -250088.296875 Penalty: 753.751953
	Iteration 48Q: 3 clusters Score -250088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -250089.218750 Penalty: 753.751953
	Iteration 49Q: 3 clusters Score -250089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -250089.968750 Penalty: 753.751953
	Iteration 50Q: 3 clusters Score -250090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -250090.656250 Penalty: 753.751953
	Iteration 51Q: 3 clusters Score -250090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -250091.125000 Penalty: 753.751953
	Iteration 52Q: 3 clusters Score -250091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -250091.234375 Penalty: 753.751953
	Iteration 53Q: 3 clusters Score -250091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -250091.484375 Penalty: 753.751953
	Iteration 54Q: 3 clusters Score -250091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -250091.484375 Penalty: 753.751953
	Iteration 55F: 3 clusters Score -250091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -3550.050781 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -3550.051 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 33 members 
Entering Unmasked Estep 
Score: -3409.400391 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -3433.161865 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -3433.162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60260.285156 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60260.29 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60542.769531 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60542.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60620.898438 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60620.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60686.851562 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60686.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60780.535156 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -60780.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60882.781250 Penalty: 627.599182
	Iteration 5F: 3 clusters Score -60882.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60957.257812 Penalty: 627.599182
	Iteration 6F: 3 clusters Score -60957.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60989.996094 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -60990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61024.347656 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -61024.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61064.433594 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61064.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61081.867188 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -61081.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61085.406250 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -61085.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61087.902344 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -61087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61088.605469 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -61088.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61088.691406 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -61088.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61088.691406 Penalty: 627.599182
	Iteration 15F: 3 clusters Score -61088.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 704 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 285 members 
Entering Unmasked Estep 
Score: -53296752.000000 Penalty: 44907.519531
Splitting cluster 25 changes total score from -53296972.000000 to -53296752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 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 130 members 
Entering Unmasked Estep 
Score: -12475.039062 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12475.04 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12580.716797 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12580.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12634.484375 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12634.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12665.674805 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12665.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12682.047852 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12682.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12688.777344 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12688.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12694.690430 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12694.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12699.221680 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12699.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12705.705078 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12705.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12716.850586 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12716.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12726.549805 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12726.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12731.624023 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12731.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12735.008789 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12735.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12741.402344 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12747.764648 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -12747.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12754.206055 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -12754.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12764.105469 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -12764.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12768.074219 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -12768.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12771.074219 Penalty: 501.722015
	Iteration 18Q: 3 clusters Score -12771.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12778.027344 Penalty: 501.722015
	Iteration 19Q: 3 clusters Score -12778.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12784.793945 Penalty: 501.722015
	Iteration 20F: 3 clusters Score -12784.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12790.059570 Penalty: 501.722015
	Iteration 21Q: 3 clusters Score -12790.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12790.997070 Penalty: 501.722015
	Iteration 22Q: 3 clusters Score -12791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12790.997070 Penalty: 501.722015
	Iteration 23F: 3 clusters Score -12791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 91 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 157 members 
Entering Unmasked Estep 
Score: -53296648.000000 Penalty: 44907.519531
Splitting cluster 26 changes total score from -53296972.000000 to -53296648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -96085.484375 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -96085.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94964.539062 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -94964.54 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -95360.203125 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -95360.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95497.273438 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -95497.27 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95625.937500 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -95625.94 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95718.773438 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -95718.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95788.609375 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -95788.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95829.726562 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -95829.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95880.656250 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -95880.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95909.312500 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -95909.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -95925.687500 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -95925.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -95929.835938 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -95929.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95930.093750 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -95930.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95930.093750 Penalty: 670.058411
	Iteration 12F: 3 clusters Score -95930.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (85536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Entering Unmasked Estep 
Score: -5318728.500000 Penalty: 516.729492
	Iteration 0F: 2 clusters Score -5318728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5261191.000000 Penalty: 1033.458984
	Iteration 0F: 3 clusters Score -5261191 nChanged 41704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -5286660.000000 Penalty: 1033.458984
	Iteration 1F: 3 clusters Score -5286660 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5288300.000000 Penalty: 1033.458984
	Iteration 2Q: 3 clusters Score -5288300 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5291421.500000 Penalty: 1033.458984
	Iteration 3F: 3 clusters Score -5291422 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5296719.000000 Penalty: 1033.458984
	Iteration 4F: 3 clusters Score -5296719 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5304699.000000 Penalty: 1033.458984
	Iteration 5F: 3 clusters Score -5304699 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -5312686.500000 Penalty: 1033.458984
	Iteration 6F: 3 clusters Score -5312686 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5316825.000000 Penalty: 1033.458984
	Iteration 7Q: 3 clusters Score -5316825 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5317960.000000 Penalty: 1033.458984
	Iteration 8Q: 3 clusters Score -5317960 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5318186.500000 Penalty: 1033.458984
	Iteration 9Q: 3 clusters Score -5318186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5318243.000000 Penalty: 1033.458984
	Iteration 10Q: 3 clusters Score -5318243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5318250.000000 Penalty: 1033.458984
	Iteration 11Q: 3 clusters Score -5318250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5318259.000000 Penalty: 1033.458984
	Iteration 12Q: 3 clusters Score -5318259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5318269.500000 Penalty: 1033.458984
	Iteration 13Q: 3 clusters Score -5318270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5318269.000000 Penalty: 1033.458984
	Iteration 14Q: 3 clusters Score -5318269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5318271.500000 Penalty: 1033.458984
	Iteration 15Q: 3 clusters Score -5318272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85494 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5318273.500000 Penalty: 1033.458984
	Iteration 16Q: 3 clusters Score -5318274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5318277.000000 Penalty: 1033.458984
	Iteration 17Q: 3 clusters Score -5318277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5318279.500000 Penalty: 1033.458984
	Iteration 18Q: 3 clusters Score -5318280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5318286.500000 Penalty: 1033.458984
	Iteration 19Q: 3 clusters Score -5318286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5318286.500000 Penalty: 1033.458984
	Iteration 20F: 3 clusters Score -5318286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 147 members 
Entering Unmasked Estep 
Score: -14608.914062 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14608.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14730.219727 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14730.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14813.351562 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14813.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14848.463867 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14848.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14871.676758 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14871.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14899.840820 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14899.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14939.210938 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14939.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14953.873047 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14953.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14956.870117 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14956.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14958.862305 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14958.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14958.862305 Penalty: 511.126190
	Iteration 10F: 3 clusters Score -14958.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 153 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 122 members 
Entering Unmasked Estep 
Score: -53296692.000000 Penalty: 44907.519531
Splitting cluster 29 changes total score from -53296972.000000 to -53296692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -32893.828125 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32893.83 nChanged 187
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: -33063.957031 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -33063.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33114.007812 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33114.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33143.000000 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -33143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33151.855469 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33151.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33156.285156 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33156.29 nChanged 11
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: -33164.937500 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33164.94 nChanged 9
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: -33170.488281 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -33170.49 nChanged 3
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: -33172.121094 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -33172.12 nChanged 2
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: -33173.152344 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -33173.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33174.277344 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -33174.28 nChanged 3
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: -33176.050781 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -33176.05 nChanged 3
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: -33177.914062 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -33177.91 nChanged 1
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: -33178.058594 Penalty: 565.892639
	Iteration 13Q: 3 clusters Score -33178.06 nChanged 0
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: -33178.058594 Penalty: 565.892639
	Iteration 14F: 3 clusters Score -33178.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -30087.005859 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -30087.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29601.851562 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -29601.85 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29726.005859 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -29726.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29765.382812 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -29765.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29790.125000 Penalty: 560.092102
	Iteration 3F: 3 clusters Score -29790.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29807.507812 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -29807.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29820.283203 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -29820.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29829.855469 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -29829.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29841.560547 Penalty: 560.092102
	Iteration 7Q: 3 clusters Score -29841.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29859.101562 Penalty: 560.092102
	Iteration 8Q: 3 clusters Score -29859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29870.644531 Penalty: 560.092102
	Iteration 9Q: 3 clusters Score -29870.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29898.259766 Penalty: 560.092102
	Iteration 10Q: 3 clusters Score -29898.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29937.095703 Penalty: 560.092102
	Iteration 11Q: 3 clusters Score -29937.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29962.507812 Penalty: 560.092102
	Iteration 12Q: 3 clusters Score -29962.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29971.953125 Penalty: 560.092102
	Iteration 13Q: 3 clusters Score -29971.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29979.707031 Penalty: 560.092102
	Iteration 14Q: 3 clusters Score -29979.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29984.367188 Penalty: 560.092102
	Iteration 15Q: 3 clusters Score -29984.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29985.716797 Penalty: 560.092102
	Iteration 16Q: 3 clusters Score -29985.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29986.066406 Penalty: 560.092102
	Iteration 17Q: 3 clusters Score -29986.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29986.066406 Penalty: 560.092102
	Iteration 18F: 3 clusters Score -29986.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (64173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64173 members 
Entering Unmasked Estep 
Score: -3970281.000000 Penalty: 503.654877
	Iteration 0F: 2 clusters Score -3970281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3927099.000000 Penalty: 1007.309753
	Iteration 0F: 3 clusters Score -3927099 nChanged 31127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3945431.500000 Penalty: 1007.309753
	Iteration 1F: 3 clusters Score -3945432 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3946085.250000 Penalty: 1007.309753
	Iteration 2Q: 3 clusters Score -3946085 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3947115.000000 Penalty: 1007.309753
	Iteration 3Q: 3 clusters Score -3947115 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -3948604.250000 Penalty: 1007.309753
	Iteration 4Q: 3 clusters Score -3948604 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3951070.250000 Penalty: 1007.309753
	Iteration 5F: 3 clusters Score -3951070 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3954652.750000 Penalty: 1007.309753
	Iteration 6F: 3 clusters Score -3954653 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3958509.250000 Penalty: 1007.309753
	Iteration 7F: 3 clusters Score -3958509 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3960953.250000 Penalty: 1007.309753
	Iteration 8F: 3 clusters Score -3960953 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3961914.750000 Penalty: 1007.309753
	Iteration 9Q: 3 clusters Score -3961915 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3962674.750000 Penalty: 1007.309753
	Iteration 10Q: 3 clusters Score -3962675 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3963453.250000 Penalty: 1007.309753
	Iteration 11Q: 3 clusters Score -3963453 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3964274.000000 Penalty: 1007.309753
	Iteration 12Q: 3 clusters Score -3964274 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3965024.750000 Penalty: 1007.309753
	Iteration 13Q: 3 clusters Score -3965025 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3965674.250000 Penalty: 1007.309753
	Iteration 14Q: 3 clusters Score -3965674 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3966214.250000 Penalty: 1007.309753
	Iteration 15Q: 3 clusters Score -3966214 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3966633.000000 Penalty: 1007.309753
	Iteration 16Q: 3 clusters Score -3966633 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3966999.000000 Penalty: 1007.309753
	Iteration 17Q: 3 clusters Score -3966999 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3967273.500000 Penalty: 1007.309753
	Iteration 18Q: 3 clusters Score -3967274 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3967462.500000 Penalty: 1007.309753
	Iteration 19Q: 3 clusters Score -3967462 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3967627.000000 Penalty: 1007.309753
	Iteration 20F: 3 clusters Score -3967627 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3967750.500000 Penalty: 1007.309753
	Iteration 21Q: 3 clusters Score -3967750 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3967807.750000 Penalty: 1007.309753
	Iteration 22Q: 3 clusters Score -3967808 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3967888.500000 Penalty: 1007.309753
	Iteration 23Q: 3 clusters Score -3967888 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3967967.500000 Penalty: 1007.309753
	Iteration 24Q: 3 clusters Score -3967968 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3968013.750000 Penalty: 1007.309753
	Iteration 25Q: 3 clusters Score -3968014 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3968049.000000 Penalty: 1007.309753
	Iteration 26Q: 3 clusters Score -3968049 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3968090.250000 Penalty: 1007.309753
	Iteration 27Q: 3 clusters Score -3968090 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3968128.000000 Penalty: 1007.309753
	Iteration 28Q: 3 clusters Score -3968128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3968141.500000 Penalty: 1007.309753
	Iteration 29Q: 3 clusters Score -3968142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3968182.250000 Penalty: 1007.309753
	Iteration 30Q: 3 clusters Score -3968182 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3968208.250000 Penalty: 1007.309753
	Iteration 31Q: 3 clusters Score -3968208 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3968248.500000 Penalty: 1007.309753
	Iteration 32Q: 3 clusters Score -3968248 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3968259.750000 Penalty: 1007.309753
	Iteration 33Q: 3 clusters Score -3968260 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3968312.500000 Penalty: 1007.309753
	Iteration 34Q: 3 clusters Score -3968312 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3968337.250000 Penalty: 1007.309753
	Iteration 35Q: 3 clusters Score -3968337 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3968356.500000 Penalty: 1007.309753
	Iteration 36Q: 3 clusters Score -3968356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3968398.500000 Penalty: 1007.309753
	Iteration 37Q: 3 clusters Score -3968398 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3968418.250000 Penalty: 1007.309753
	Iteration 38Q: 3 clusters Score -3968418 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3968438.500000 Penalty: 1007.309753
	Iteration 39Q: 3 clusters Score -3968438 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3968471.000000 Penalty: 1007.309753
	Iteration 40F: 3 clusters Score -3968471 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3968496.500000 Penalty: 1007.309753
	Iteration 41Q: 3 clusters Score -3968496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3968558 nChanged 226
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Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3968570 nChanged 223
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Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3968591 nChanged 212
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Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3968609 nChanged 216
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Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3968622 nChanged 217
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Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 11771 members 
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Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3968664 nChanged 216
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Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3968691 nChanged 215
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Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 11134 members 
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	Iteration 51Q: 3 clusters Score -3968707 nChanged 223
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Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 10688 members 
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	Iteration 53Q: 3 clusters Score -3968760 nChanged 229
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Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 10459 members 
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	Iteration 54Q: 3 clusters Score -3968786 nChanged 238
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Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3968818 nChanged 247
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Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3968866 nChanged 274
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Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 9700 members 
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	Iteration 57Q: 3 clusters Score -3968926 nChanged 248
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Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3968976 nChanged 242
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Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 9210 members 
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	Iteration 59Q: 3 clusters Score -3968992 nChanged 222
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Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3969025 nChanged 222
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Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 8766 members 
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	Iteration 61Q: 3 clusters Score -3969048 nChanged 228
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Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 8538 members 
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	Iteration 62Q: 3 clusters Score -3969089 nChanged 256
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Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 8282 members 
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	Iteration 63Q: 3 clusters Score -3969142 nChanged 261
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Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 8021 members 
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	Iteration 64Q: 3 clusters Score -3969174 nChanged 247
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Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 7774 members 
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	Iteration 65Q: 3 clusters Score -3969224 nChanged 253
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Mstep: Class 2 contains 7521 members 
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	Iteration 66Q: 3 clusters Score -3969258 nChanged 251
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	Iteration 67Q: 3 clusters Score -3969310 nChanged 240
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Mstep: Class 1 contains 57141 members 
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	Iteration 68Q: 3 clusters Score -3969358 nChanged 176
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Mstep: Class 1 contains 57317 members 
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	Iteration 69Q: 3 clusters Score -3969377 nChanged 151
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	Iteration 70Q: 3 clusters Score -3969393 nChanged 141
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	Iteration 71Q: 3 clusters Score -3969401 nChanged 125
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	Iteration 72Q: 3 clusters Score -3969415 nChanged 132
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	Iteration 76Q: 3 clusters Score -3969487 nChanged 98
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	Iteration 78Q: 3 clusters Score -3969511 nChanged 101
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	Iteration 79Q: 3 clusters Score -3969510 nChanged 83
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	Iteration 80F: 3 clusters Score -3969502 nChanged 72
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	Iteration 81Q: 3 clusters Score -3969499 nChanged 67
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	Iteration 82Q: 3 clusters Score -3969503 nChanged 72
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	Iteration 83Q: 3 clusters Score -3969500 nChanged 80
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Mstep: Class 1 contains 58920 members 
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	Iteration 84Q: 3 clusters Score -3969510 nChanged 70
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3969528 nChanged 69
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Mstep: Class 1 contains 59057 members 
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	Iteration 86Q: 3 clusters Score -3969543 nChanged 59
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	Iteration 87Q: 3 clusters Score -3969540 nChanged 53
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Mstep: Class 1 contains 59169 members 
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	Iteration 88Q: 3 clusters Score -3969546 nChanged 53
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Mstep: Class 1 contains 59222 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3969545 nChanged 54
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Mstep: Class 1 contains 59276 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3969550 nChanged 62
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Mstep: Class 1 contains 59338 members 
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	Iteration 91Q: 3 clusters Score -3969555 nChanged 58
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Mstep: Class 1 contains 59396 members 
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	Iteration 92Q: 3 clusters Score -3969561 nChanged 49
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Mstep: Class 1 contains 59445 members 
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	Iteration 93Q: 3 clusters Score -3969561 nChanged 50
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	Iteration 94Q: 3 clusters Score -3969563 nChanged 41
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	Iteration 95Q: 3 clusters Score -3969576 nChanged 31
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	Iteration 96Q: 3 clusters Score -3969576 nChanged 41
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	Iteration 97Q: 3 clusters Score -3969576 nChanged 26
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	Iteration 98Q: 3 clusters Score -3969577 nChanged 38
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	Iteration 99Q: 3 clusters Score -3969585 nChanged 33
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	Iteration 100F: 3 clusters Score -3969580 nChanged 33
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	Iteration 101Q: 3 clusters Score -3969584 nChanged 38
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Mstep: Class 1 contains 59774 members 
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	Iteration 102Q: 3 clusters Score -3969588 nChanged 46
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	Iteration 103Q: 3 clusters Score -3969588 nChanged 50
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	Iteration 104Q: 3 clusters Score -3969584 nChanged 63
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Mstep: Class 1 contains 59933 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3969612 nChanged 59
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Mstep: Class 1 contains 59992 members 
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	Iteration 106Q: 3 clusters Score -3969624 nChanged 58
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Mstep: Class 1 contains 60050 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3969620 nChanged 60
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	Iteration 108Q: 3 clusters Score -3969626 nChanged 67
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	Iteration 109Q: 3 clusters Score -3969630 nChanged 67
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Mstep: Class 1 contains 60244 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3969635 nChanged 59
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	Iteration 111Q: 3 clusters Score -3969633 nChanged 45
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	Iteration 112Q: 3 clusters Score -3969644 nChanged 50
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	Iteration 113Q: 3 clusters Score -3969649 nChanged 45
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	Iteration 114Q: 3 clusters Score -3969649 nChanged 39
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	Iteration 115Q: 3 clusters Score -3969645 nChanged 41
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	Iteration 116Q: 3 clusters Score -3969645 nChanged 41
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	Iteration 117Q: 3 clusters Score -3969644 nChanged 33
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	Iteration 118Q: 3 clusters Score -3969644 nChanged 26
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	Iteration 119Q: 3 clusters Score -3969640 nChanged 25
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	Iteration 120F: 3 clusters Score -3969644 nChanged 27
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	Iteration 121Q: 3 clusters Score -3969649 nChanged 28
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	Iteration 122Q: 3 clusters Score -3969642 nChanged 26
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	Iteration 123Q: 3 clusters Score -3969644 nChanged 27
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	Iteration 124Q: 3 clusters Score -3969646 nChanged 27
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	Iteration 125Q: 3 clusters Score -3969649 nChanged 30
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	Iteration 126Q: 3 clusters Score -3969653 nChanged 25
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	Iteration 127Q: 3 clusters Score -3969654 nChanged 26
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	Iteration 128Q: 3 clusters Score -3969650 nChanged 25
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	Iteration 129Q: 3 clusters Score -3969652 nChanged 25
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	Iteration 130Q: 3 clusters Score -3969652 nChanged 28
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	Iteration 131Q: 3 clusters Score -3969652 nChanged 37
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	Iteration 132Q: 3 clusters Score -3969656 nChanged 44
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	Iteration 133Q: 3 clusters Score -3969659 nChanged 36
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	Iteration 134Q: 3 clusters Score -3969654 nChanged 37
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	Iteration 135Q: 3 clusters Score -3969659 nChanged 35
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Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3969655.000000 Penalty: 1007.309753
	Iteration 136Q: 3 clusters Score -3969655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3969660.000000 Penalty: 1007.309753
	Iteration 137Q: 3 clusters Score -3969660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3969662.500000 Penalty: 1007.309753
	Iteration 138Q: 3 clusters Score -3969662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3969665.750000 Penalty: 1007.309753
	Iteration 139Q: 3 clusters Score -3969666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3969673.750000 Penalty: 1007.309753
	Iteration 140F: 3 clusters Score -3969674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3969690.250000 Penalty: 1007.309753
	Iteration 141Q: 3 clusters Score -3969690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3969695.000000 Penalty: 1007.309753
	Iteration 142Q: 3 clusters Score -3969695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3969697.250000 Penalty: 1007.309753
	Iteration 143Q: 3 clusters Score -3969697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3969701.500000 Penalty: 1007.309753
	Iteration 144Q: 3 clusters Score -3969702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3969703.250000 Penalty: 1007.309753
	Iteration 145Q: 3 clusters Score -3969703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3969709.000000 Penalty: 1007.309753
	Iteration 146Q: 3 clusters Score -3969709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3969714.000000 Penalty: 1007.309753
	Iteration 147Q: 3 clusters Score -3969714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3969717.000000 Penalty: 1007.309753
	Iteration 148Q: 3 clusters Score -3969717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3969715.500000 Penalty: 1007.309753
	Iteration 149Q: 3 clusters Score -3969716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3969718.250000 Penalty: 1007.309753
	Iteration 150Q: 3 clusters Score -3969718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3969722.500000 Penalty: 1007.309753
	Iteration 151Q: 3 clusters Score -3969722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3969724.000000 Penalty: 1007.309753
	Iteration 152Q: 3 clusters Score -3969724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3969730.500000 Penalty: 1007.309753
	Iteration 153Q: 3 clusters Score -3969730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3969737.000000 Penalty: 1007.309753
	Iteration 154Q: 3 clusters Score -3969737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3969737.250000 Penalty: 1007.309753
	Iteration 155Q: 3 clusters Score -3969737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3969738.500000 Penalty: 1007.309753
	Iteration 156Q: 3 clusters Score -3969738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3969733.500000 Penalty: 1007.309753
	Iteration 157Q: 3 clusters Score -3969734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3969736.000000 Penalty: 1007.309753
	Iteration 158Q: 3 clusters Score -3969736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3969742.000000 Penalty: 1007.309753
	Iteration 159Q: 3 clusters Score -3969742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3969746.500000 Penalty: 1007.309753
	Iteration 160F: 3 clusters Score -3969746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3969741.000000 Penalty: 1007.309753
	Iteration 161Q: 3 clusters Score -3969741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3969747.750000 Penalty: 1007.309753
	Iteration 162Q: 3 clusters Score -3969748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3969751.750000 Penalty: 1007.309753
	Iteration 163Q: 3 clusters Score -3969752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3969751.250000 Penalty: 1007.309753
	Iteration 164Q: 3 clusters Score -3969751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3969749.000000 Penalty: 1007.309753
	Iteration 165Q: 3 clusters Score -3969749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3969747.750000 Penalty: 1007.309753
	Iteration 166Q: 3 clusters Score -3969748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3969745.000000 Penalty: 1007.309753
	Iteration 167Q: 3 clusters Score -3969745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3969743.750000 Penalty: 1007.309753
	Iteration 168Q: 3 clusters Score -3969744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3969747.750000 Penalty: 1007.309753
	Iteration 169Q: 3 clusters Score -3969748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3969746.000000 Penalty: 1007.309753
	Iteration 170Q: 3 clusters Score -3969746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3969757.000000 Penalty: 1007.309753
	Iteration 171Q: 3 clusters Score -3969757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3969761.750000 Penalty: 1007.309753
	Iteration 172Q: 3 clusters Score -3969762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3969767.000000 Penalty: 1007.309753
	Iteration 173Q: 3 clusters Score -3969767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3969772.750000 Penalty: 1007.309753
	Iteration 174Q: 3 clusters Score -3969773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3969776.500000 Penalty: 1007.309753
	Iteration 175Q: 3 clusters Score -3969776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3969780.000000 Penalty: 1007.309753
	Iteration 176Q: 3 clusters Score -3969780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3969785.250000 Penalty: 1007.309753
	Iteration 177Q: 3 clusters Score -3969785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3969785.000000 Penalty: 1007.309753
	Iteration 178Q: 3 clusters Score -3969785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3969779.000000 Penalty: 1007.309753
	Iteration 179Q: 3 clusters Score -3969779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3969778.750000 Penalty: 1007.309753
	Iteration 180F: 3 clusters Score -3969779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3969774.000000 Penalty: 1007.309753
	Iteration 181Q: 3 clusters Score -3969774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3969773.250000 Penalty: 1007.309753
	Iteration 182Q: 3 clusters Score -3969773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3969773.500000 Penalty: 1007.309753
	Iteration 183Q: 3 clusters Score -3969774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3969771.500000 Penalty: 1007.309753
	Iteration 184Q: 3 clusters Score -3969772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3969771.500000 Penalty: 1007.309753
	Iteration 185Q: 3 clusters Score -3969772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3969775.500000 Penalty: 1007.309753
	Iteration 186Q: 3 clusters Score -3969776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3969770.250000 Penalty: 1007.309753
	Iteration 187Q: 3 clusters Score -3969770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3969768.000000 Penalty: 1007.309753
	Iteration 188Q: 3 clusters Score -3969768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3969771.500000 Penalty: 1007.309753
	Iteration 189Q: 3 clusters Score -3969772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3969773.000000 Penalty: 1007.309753
	Iteration 190Q: 3 clusters Score -3969773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3969772.000000 Penalty: 1007.309753
	Iteration 191Q: 3 clusters Score -3969772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3969772.000000 Penalty: 1007.309753
	Iteration 192F: 3 clusters Score -3969772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.208984 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.21 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 192 members 
Entering Unmasked Estep 
Score: -22162.398438 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22162.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22286.078125 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22286.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22344.705078 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22344.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22372.974609 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22372.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22404.781250 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22404.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22444.917969 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22444.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22474.609375 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22474.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22478.085938 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22478.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22478.263672 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22478.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22478.263672 Penalty: 538.374390
	Iteration 9F: 3 clusters Score -22478.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -7586.174316 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -7586.174 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 100 members 
Entering Unmasked Estep 
Score: -7319.854492 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -7319.854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7379.918945 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -7379.919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7394.360352 Penalty: 475.542938
	Iteration 2Q: 3 clusters Score -7394.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7406.007324 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -7406.007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7418.373047 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -7418.373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7428.268066 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -7428.268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7429.127441 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -7429.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7429.127441 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -7429.127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28108.814453 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28108.81 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28247.994141 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28247.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28283.621094 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28283.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28300.197266 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -28300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28316.439453 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -28316.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28320.679688 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -28320.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28323.697266 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28324.509766 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28324.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28326.318359 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28326.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28327.023438 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28327.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28327.322266 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28327.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28327.322266 Penalty: 558.925415
	Iteration 11F: 3 clusters Score -28327.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28078.605469 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28078.61 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28264.150391 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28264.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28338.287109 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28338.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28413.619141 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28413.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28450.185547 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -28450.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28460.212891 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28460.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28463.027344 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28463.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28464.062500 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28464.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28464.570312 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28464.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28465.404297 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28465.404297 Penalty: 558.139221
	Iteration 10F: 3 clusters Score -28465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 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 121 members 
Entering Unmasked Estep 
Score: -6012.687500 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6012.688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6091.942871 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6091.943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6143.440430 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6143.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6183.032227 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -6183.032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6212.600098 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6216.889648 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6216.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6219.489258 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -6219.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6219.489258 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -6219.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -124646.664062 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124646.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -125083.046875 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -125184.171875 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125184.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -125273.968750 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -125371.007812 Penalty: 690.075562
	Iteration 4F: 3 clusters Score -125371 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -125487.390625 Penalty: 690.075562
	Iteration 5F: 3 clusters Score -125487.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -125602.203125 Penalty: 690.075562
	Iteration 6F: 3 clusters Score -125602.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -125710.429688 Penalty: 690.075562
	Iteration 7F: 3 clusters Score -125710.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -125763.914062 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125763.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -125799.359375 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125799.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -125829.500000 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125829.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -125851.226562 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -125864.015625 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -125875.023438 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -125881.000000 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -125883.921875 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -125884.718750 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -125889.750000 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -125892.843750 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -125893.742188 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -125893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125894.617188 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -125894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125894.617188 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -125894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125894.617188 Penalty: 690.075562
	Iteration 22F: 3 clusters Score -125894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -11724.735352 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -11724.74 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 95 members 
Entering Unmasked Estep 
Score: -11484.619141 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -11484.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11660.343750 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -11660.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11743.754883 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -11743.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11771.563477 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -11771.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11791.110352 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -11791.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11803.000000 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -11803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11805.051758 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -11805.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11811.419922 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -11811.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11822.114258 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -11822.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11830.693359 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -11830.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11833.119141 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -11833.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11840.030273 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -11840.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11893.125977 Penalty: 482.600739
	Iteration 12Q: 3 clusters Score -11893.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11893.678711 Penalty: 482.600739
	Iteration 13Q: 3 clusters Score -11893.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11891.374023 Penalty: 482.600739
	Iteration 14Q: 3 clusters Score -11891.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11895.891602 Penalty: 482.600739
	Iteration 15Q: 3 clusters Score -11895.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11895.891602 Penalty: 482.600739
	Iteration 16F: 3 clusters Score -11895.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 129 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 72 members 
Entering Unmasked Estep 
Score: -53296828.000000 Penalty: 44907.519531
Splitting cluster 39 changes total score from -53296972.000000 to -53296828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (94126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Entering Unmasked Estep 
Score: -5764486.500000 Penalty: 521.083740
	Iteration 0F: 2 clusters Score -5764486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5701341.500000 Penalty: 1042.167480
	Iteration 0F: 3 clusters Score -5701342 nChanged 45988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -5728818.000000 Penalty: 1042.167480
	Iteration 1F: 3 clusters Score -5728818 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5729528.500000 Penalty: 1042.167480
	Iteration 2Q: 3 clusters Score -5729528 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -5730500.000000 Penalty: 1042.167480
	Iteration 3Q: 3 clusters Score -5730500 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -5732050.000000 Penalty: 1042.167480
	Iteration 4Q: 3 clusters Score -5732050 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5734805.500000 Penalty: 1042.167480
	Iteration 5Q: 3 clusters Score -5734806 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5739390.500000 Penalty: 1042.167480
	Iteration 6F: 3 clusters Score -5739390 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5745220.000000 Penalty: 1042.167480
	Iteration 7F: 3 clusters Score -5745220 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5749410.000000 Penalty: 1042.167480
	Iteration 8F: 3 clusters Score -5749410 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5750969.000000 Penalty: 1042.167480
	Iteration 9Q: 3 clusters Score -5750969 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5751601.000000 Penalty: 1042.167480
	Iteration 10Q: 3 clusters Score -5751601 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -5752009.500000 Penalty: 1042.167480
	Iteration 11Q: 3 clusters Score -5752010 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5752395.500000 Penalty: 1042.167480
	Iteration 12Q: 3 clusters Score -5752396 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5752777.000000 Penalty: 1042.167480
	Iteration 13Q: 3 clusters Score -5752777 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5753154.000000 Penalty: 1042.167480
	Iteration 14Q: 3 clusters Score -5753154 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5753560.000000 Penalty: 1042.167480
	Iteration 15Q: 3 clusters Score -5753560 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -5753863.500000 Penalty: 1042.167480
	Iteration 16Q: 3 clusters Score -5753864 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5754194.000000 Penalty: 1042.167480
	Iteration 17Q: 3 clusters Score -5754194 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5754558.000000 Penalty: 1042.167480
	Iteration 18Q: 3 clusters Score -5754558 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -5754889.000000 Penalty: 1042.167480
	Iteration 19Q: 3 clusters Score -5754889 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -5755199.500000 Penalty: 1042.167480
	Iteration 20F: 3 clusters Score -5755200 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -5755478.000000 Penalty: 1042.167480
	Iteration 21Q: 3 clusters Score -5755478 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5755759 nChanged 1146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5756017 nChanged 1103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5756382 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5756650 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5756990 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5757305 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5757629 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5757879 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5758076 nChanged 960
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5758326 nChanged 956
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5758541 nChanged 927
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5758724 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5758880 nChanged 860
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5759066 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5759164 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5759274 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5759368 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5759508 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5759688 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5759824 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5759966 nChanged 820
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Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5760041 nChanged 841
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Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5760130 nChanged 836
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5760255 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5760351 nChanged 779
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5760464 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -5760552.500000 Penalty: 1042.167480
	Iteration 48Q: 3 clusters Score -5760552 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5760652 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5760760 nChanged 710
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -5760835.500000 Penalty: 1042.167480
	Iteration 51Q: 3 clusters Score -5760836 nChanged 697
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Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5760956 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5761021 nChanged 617
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Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5761098 nChanged 614
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Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5761196 nChanged 581
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5761299 nChanged 554
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Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5761374 nChanged 511
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Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5761412 nChanged 504
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Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5761432 nChanged 489
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Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5761469 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5761543 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5761604 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5761648 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5761738 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5761810 nChanged 466
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5761849 nChanged 448
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Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5761905 nChanged 409
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Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5761950 nChanged 430
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Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5762020 nChanged 431
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Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5762069 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5762159 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5762206 nChanged 373
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Mstep: Class 1 contains 18801 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5762230 nChanged 384
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Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5762252 nChanged 405
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5762298 nChanged 440
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Mstep: Class 1 contains 17572 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5762385 nChanged 440
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Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5762392 nChanged 399
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Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5762437 nChanged 410
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Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5762482 nChanged 406
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Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5762554 nChanged 393
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Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5762596 nChanged 398
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Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5762640 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5762724 nChanged 401
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Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5762787 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 80193 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5762835 nChanged 389
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Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5762888 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5762915 nChanged 357
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Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5762952 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5763028 nChanged 365
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Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5763053 nChanged 386
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Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5763121 nChanged 370
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Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5763140 nChanged 382
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Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5763160 nChanged 353
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Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5763254 nChanged 366
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Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5763288 nChanged 339
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Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5763302 nChanged 322
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Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5763362 nChanged 299
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Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5763406 nChanged 291
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5763420 nChanged 303
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Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -5763441.500000 Penalty: 1042.167480
	Iteration 100F: 3 clusters Score -5763442 nChanged 292
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Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5763474 nChanged 302
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Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5763506 nChanged 309
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Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -5763536.500000 Penalty: 1042.167480
	Iteration 103Q: 3 clusters Score -5763536 nChanged 302
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Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5763574 nChanged 269
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Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5763603 nChanged 266
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Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5763660 nChanged 269
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Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5763674 nChanged 250
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Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -5763711.500000 Penalty: 1042.167480
	Iteration 108Q: 3 clusters Score -5763712 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 87942 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5763706 nChanged 224
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Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5763751 nChanged 227
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Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5763760 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5763780 nChanged 187
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5763788 nChanged 187
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Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5763848 nChanged 170
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Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5763900 nChanged 166
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Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5763900 nChanged 151
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5763918 nChanged 146
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Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5763926 nChanged 150
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Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 90291 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5763948 nChanged 139
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5763958 nChanged 129
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Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5763981 nChanged 115
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Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5763964 nChanged 98
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 90772 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5763974 nChanged 92
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Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5763978 nChanged 89
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Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 90953 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5763984 nChanged 80
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5763983 nChanged 82
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Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5763980 nChanged 82
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Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5763966 nChanged 75
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Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5763953 nChanged 76
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Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5763952 nChanged 75
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Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5763958 nChanged 66
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Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5763961 nChanged 67
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Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5763971 nChanged 59
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5763986 nChanged 52
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Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5763992 nChanged 60
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5764002 nChanged 59
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5764003 nChanged 60
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Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5763993 nChanged 49
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5763996 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5763995 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5763992 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5763996 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 92082 members 
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	Iteration 146Q: 3 clusters Score -5764008 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5764006 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5764011 nChanged 68
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Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 92240 members 
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	Iteration 149Q: 3 clusters Score -5764000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5764004 nChanged 66
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5764013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5764034 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5764046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5764052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5764054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5764040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5764050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5764060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5764055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5764054 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5764069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5764070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5764072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5764070 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5764076 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5764071 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5764073 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5764074 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5764074 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5764074 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5764086 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5764094 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5764093 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5764098 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5764098 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5764098 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5764100 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 93206 members 
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	Iteration 178Q: 3 clusters Score -5764100 nChanged 16
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5764102 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5764098 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -5764108.000000 Penalty: 1042.167480
	Iteration 181Q: 3 clusters Score -5764108 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5764104 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 93280 members 
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	Iteration 183Q: 3 clusters Score -5764098 nChanged 10
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 93286 members 
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	Iteration 184Q: 3 clusters Score -5764102 nChanged 13
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Mstep: Class 1 contains 831 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5764102 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5764102 nChanged 11
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5764103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5764104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5764104 nChanged 10
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Mstep: Class 1 contains 782 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5764104 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -5764115.000000 Penalty: 1042.167480
	Iteration 191Q: 3 clusters Score -5764115 nChanged 14
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Mstep: Class 1 contains 755 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5764116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 93389 members 
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	Iteration 193Q: 3 clusters Score -5764124 nChanged 16
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Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5764118 nChanged 18
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Mstep: Class 1 contains 705 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5764114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5764116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -5764125.000000 Penalty: 1042.167480
	Iteration 197Q: 3 clusters Score -5764125 nChanged 19
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Mstep: Class 1 contains 654 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5764112 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5764114 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5764124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -5764129.000000 Penalty: 1042.167480
	Iteration 201Q: 3 clusters Score -5764129 nChanged 15
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Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -5764139.000000 Penalty: 1042.167480
	Iteration 202Q: 3 clusters Score -5764139 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -5764136.000000 Penalty: 1042.167480
	Iteration 203Q: 3 clusters Score -5764136 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -5764142.000000 Penalty: 1042.167480
	Iteration 204Q: 3 clusters Score -5764142 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -5764143.500000 Penalty: 1042.167480
	Iteration 205Q: 3 clusters Score -5764144 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -5764151.000000 Penalty: 1042.167480
	Iteration 206Q: 3 clusters Score -5764151 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -5764153.500000 Penalty: 1042.167480
	Iteration 207Q: 3 clusters Score -5764154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -5764152.000000 Penalty: 1042.167480
	Iteration 208Q: 3 clusters Score -5764152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -5764152.000000 Penalty: 1042.167480
	Iteration 209Q: 3 clusters Score -5764152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -5764151.500000 Penalty: 1042.167480
	Iteration 210Q: 3 clusters Score -5764152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -5764150.500000 Penalty: 1042.167480
	Iteration 211Q: 3 clusters Score -5764150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -5764155.500000 Penalty: 1042.167480
	Iteration 212Q: 3 clusters Score -5764156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -5764155.500000 Penalty: 1042.167480
	Iteration 213Q: 3 clusters Score -5764156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -5764153.000000 Penalty: 1042.167480
	Iteration 214Q: 3 clusters Score -5764153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -5764153.000000 Penalty: 1042.167480
	Iteration 215F: 3 clusters Score -5764153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 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 26 members 
Entering Unmasked Estep 
Score: -2583.053711 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2583.054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2600.274902 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2600.275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -69039.679688 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -69039.68 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 537 members 
Entering Unmasked Estep 
Score: -68205.359375 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -68205.36 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68601.000000 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -68601 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68725.335938 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -68725.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68793.000000 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -68793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68837.421875 Penalty: 637.526794
	Iteration 4F: 3 clusters Score -68837.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68863.539062 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -68863.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68881.734375 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -68881.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68893.492188 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -68893.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68898.828125 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -68898.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68902.687500 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -68902.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68907.085938 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -68907.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68913.359375 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -68913.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68923.351562 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -68923.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68929.710938 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -68929.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68937.078125 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -68937.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68944.062500 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -68944.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68951.039062 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -68951.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68956.101562 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -68956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68958.976562 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -68958.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68963.195312 Penalty: 637.526794
	Iteration 19Q: 3 clusters Score -68963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -68965.500000 Penalty: 637.526794
	Iteration 20F: 3 clusters Score -68965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -68968.109375 Penalty: 637.526794
	Iteration 21Q: 3 clusters Score -68968.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -68970.054688 Penalty: 637.526794
	Iteration 22Q: 3 clusters Score -68970.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -68971.710938 Penalty: 637.526794
	Iteration 23Q: 3 clusters Score -68971.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68971.531250 Penalty: 637.526794
	Iteration 24Q: 3 clusters Score -68971.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68972.312500 Penalty: 637.526794
	Iteration 25Q: 3 clusters Score -68972.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68974.156250 Penalty: 637.526794
	Iteration 26Q: 3 clusters Score -68974.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -68974.187500 Penalty: 637.526794
	Iteration 27Q: 3 clusters Score -68974.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -68973.929688 Penalty: 637.526794
	Iteration 28Q: 3 clusters Score -68973.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -68975.773438 Penalty: 637.526794
	Iteration 29Q: 3 clusters Score -68975.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68976.054688 Penalty: 637.526794
	Iteration 30Q: 3 clusters Score -68976.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -68977.171875 Penalty: 637.526794
	Iteration 31Q: 3 clusters Score -68977.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -68977.242188 Penalty: 637.526794
	Iteration 32Q: 3 clusters Score -68977.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -68978.804688 Penalty: 637.526794
	Iteration 33Q: 3 clusters Score -68978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -68978.703125 Penalty: 637.526794
	Iteration 34Q: 3 clusters Score -68978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -68979.164062 Penalty: 637.526794
	Iteration 35Q: 3 clusters Score -68979.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68979.632812 Penalty: 637.526794
	Iteration 36Q: 3 clusters Score -68979.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -68980.890625 Penalty: 637.526794
	Iteration 37Q: 3 clusters Score -68980.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -68980.890625 Penalty: 637.526794
	Iteration 38F: 3 clusters Score -68980.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 81 members 
Entering Unmasked Estep 
Score: -8798.297852 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8798.298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8857.057617 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8857.058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8862.170898 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8862.171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8864.492188 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8864.492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8866.552734 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8866.553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8874.382812 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8874.383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8877.203125 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8877.203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8878.623047 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8878.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8878.623047 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8878.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8859.695312 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8859.695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8900.616211 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8900.616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8911.425781 Penalty: 455.359100
	Iteration 2Q: 3 clusters Score -8911.426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8928.698242 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -8928.698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8935.183594 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -8935.184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8938.651367 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -8938.651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8942.834961 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -8942.835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8949.486328 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -8949.486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8955.668945 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -8955.669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8958.765625 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -8958.766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8964.181641 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -8964.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8966.196289 Penalty: 455.359100
	Iteration 11Q: 3 clusters Score -8966.196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8970.905273 Penalty: 455.359100
	Iteration 12Q: 3 clusters Score -8970.905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8985.018555 Penalty: 455.359100
	Iteration 13Q: 3 clusters Score -8985.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8993.671875 Penalty: 455.359100
	Iteration 14Q: 3 clusters Score -8993.672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9013.605469 Penalty: 455.359100
	Iteration 15Q: 3 clusters Score -9013.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9059.997070 Penalty: 455.359100
	Iteration 16Q: 3 clusters Score -9059.997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9086.036133 Penalty: 455.359100
	Iteration 17F: 3 clusters Score -9086.036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9103.575195 Penalty: 455.359100
	Iteration 18Q: 3 clusters Score -9103.575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9125.748047 Penalty: 455.359100
	Iteration 19Q: 3 clusters Score -9125.748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9140.719727 Penalty: 455.359100
	Iteration 20F: 3 clusters Score -9140.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9190.954102 Penalty: 455.359100
	Iteration 21Q: 3 clusters Score -9190.954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9202.666016 Penalty: 455.359100
	Iteration 22Q: 3 clusters Score -9202.666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9215.825195 Penalty: 455.359100
	Iteration 23Q: 3 clusters Score -9215.825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9215.825195 Penalty: 455.359100
	Iteration 24F: 3 clusters Score -9215.825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 85 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 64 members 
Entering Unmasked Estep 
Score: -53296696.000000 Penalty: 44907.519531
Splitting cluster 44 changes total score from -53296972.000000 to -53296696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 162 members 
Entering Unmasked Estep 
Score: -20370.453125 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20370.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20440.332031 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20440.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20466.933594 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20466.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20486.867188 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -20486.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20502.328125 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20502.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20509.123047 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20509.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20527.113281 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20527.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20534.753906 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20534.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20537.082031 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20537.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20538.574219 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20538.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20539.064453 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -20539.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20539.064453 Penalty: 527.992737
	Iteration 11F: 3 clusters Score -20539.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25980.648438 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25980.65 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26117.716797 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26117.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26169.478516 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26169.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26231.669922 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -26231.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26297.787109 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -26297.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26340.240234 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26340.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26367.880859 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26367.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26377.980469 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26377.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26381.462891 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26381.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26382.322266 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26382.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26383.386719 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26383.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26384.013672 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26384.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26385.880859 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26385.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26389.669922 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -26389.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26394.917969 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -26394.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26397.396484 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -26397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26399.326172 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -26399.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26400.074219 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -26400.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26400.074219 Penalty: 549.446228
	Iteration 18F: 3 clusters Score -26400.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11641.001953 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11641 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 124 members 
Entering Unmasked Estep 
Score: -11334.924805 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11334.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11457.913086 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11457.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11516.046875 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11516.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11592.255859 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -11592.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11640.215820 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11640.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11662.524414 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11662.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11692.361328 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11692.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11708.283203 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -11708.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11717.114258 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -11717.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11723.671875 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -11723.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11725.409180 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -11725.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11727.514648 Penalty: 499.868591
	Iteration 11Q: 3 clusters Score -11727.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11732.239258 Penalty: 499.868591
	Iteration 12Q: 3 clusters Score -11732.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11741.164062 Penalty: 499.868591
	Iteration 13Q: 3 clusters Score -11741.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11747.500000 Penalty: 499.868591
	Iteration 14Q: 3 clusters Score -11747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11756.776367 Penalty: 499.868591
	Iteration 15Q: 3 clusters Score -11756.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11772.393555 Penalty: 499.868591
	Iteration 16Q: 3 clusters Score -11772.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11773.353516 Penalty: 499.868591
	Iteration 17Q: 3 clusters Score -11773.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11773.353516 Penalty: 499.868591
	Iteration 18F: 3 clusters Score -11773.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 94 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 149 members 
Entering Unmasked Estep 
Score: -53296768.000000 Penalty: 44907.519531
Splitting cluster 47 changes total score from -53296972.000000 to -53296768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7755.249512 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7755.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7849.241699 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7849.242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7874.287598 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7874.288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7916.044434 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7916.044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7959.705566 Penalty: 447.718262
	Iteration 4F: 3 clusters Score -7959.706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7989.043945 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7989.044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7998.208984 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7998.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8003.720215 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -8003.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8012.760742 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -8012.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8012.760742 Penalty: 447.718262
	Iteration 9F: 3 clusters Score -8012.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 77 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 60 members 
Entering Unmasked Estep 
Score: -53296644.000000 Penalty: 44907.519531
Splitting cluster 48 changes total score from -53296972.000000 to -53296644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 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 74 members 
Entering Unmasked Estep 
Score: -9048.498047 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9048.498 nChanged 33
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: -9129.206055 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9129.206 nChanged 14
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: -9170.653320 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9170.653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9185.737305 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -9185.737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9188.976562 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9188.977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9188.976562 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -9188.977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -53376.253906 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -53376.25 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 389 members 
Entering Unmasked Estep 
Score: -52717.015625 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -52717.02 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52959.941406 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -52959.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53072.906250 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -53072.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53140.437500 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -53140.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53197.828125 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -53197.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53249.000000 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -53249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53292.222656 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -53292.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53322.636719 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -53322.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53340.402344 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -53340.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53350.210938 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -53350.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53353.687500 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -53353.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53355.101562 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -53355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53355.316406 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -53355.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53355.316406 Penalty: 609.990112
	Iteration 13F: 3 clusters Score -53355.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -45178.679688 Penalty: 298.333405
	Iteration 0F: 2 clusters Score -45178.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44547.058594 Penalty: 596.666809
	Iteration 0F: 3 clusters Score -44547.06 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44740.007812 Penalty: 596.666809
	Iteration 1F: 3 clusters Score -44740.01 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44806.718750 Penalty: 596.666809
	Iteration 2F: 3 clusters Score -44806.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44844.703125 Penalty: 596.666809
	Iteration 3F: 3 clusters Score -44844.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44870.558594 Penalty: 596.666809
	Iteration 4Q: 3 clusters Score -44870.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -44886.671875 Penalty: 596.666809
	Iteration 5Q: 3 clusters Score -44886.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44896.472656 Penalty: 596.666809
	Iteration 6Q: 3 clusters Score -44896.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44904.355469 Penalty: 596.666809
	Iteration 7Q: 3 clusters Score -44904.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -44910.515625 Penalty: 596.666809
	Iteration 8Q: 3 clusters Score -44910.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -44911.898438 Penalty: 596.666809
	Iteration 9Q: 3 clusters Score -44911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44914.960938 Penalty: 596.666809
	Iteration 10Q: 3 clusters Score -44914.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44917.656250 Penalty: 596.666809
	Iteration 11Q: 3 clusters Score -44917.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44919.929688 Penalty: 596.666809
	Iteration 12Q: 3 clusters Score -44919.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44921.285156 Penalty: 596.666809
	Iteration 13Q: 3 clusters Score -44921.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44923.339844 Penalty: 596.666809
	Iteration 14Q: 3 clusters Score -44923.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44927.378906 Penalty: 596.666809
	Iteration 15Q: 3 clusters Score -44927.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44929.191406 Penalty: 596.666809
	Iteration 16Q: 3 clusters Score -44929.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44931.546875 Penalty: 596.666809
	Iteration 17Q: 3 clusters Score -44931.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44934.367188 Penalty: 596.666809
	Iteration 18Q: 3 clusters Score -44934.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44935.820312 Penalty: 596.666809
	Iteration 19Q: 3 clusters Score -44935.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44936.578125 Penalty: 596.666809
	Iteration 20F: 3 clusters Score -44936.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44937.632812 Penalty: 596.666809
	Iteration 21Q: 3 clusters Score -44937.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -44939.167969 Penalty: 596.666809
	Iteration 22Q: 3 clusters Score -44939.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44939.304688 Penalty: 596.666809
	Iteration 23Q: 3 clusters Score -44939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -44939.652344 Penalty: 596.666809
	Iteration 24Q: 3 clusters Score -44939.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44941.171875 Penalty: 596.666809
	Iteration 25Q: 3 clusters Score -44941.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44942.078125 Penalty: 596.666809
	Iteration 26Q: 3 clusters Score -44942.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44944.359375 Penalty: 596.666809
	Iteration 27Q: 3 clusters Score -44944.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44945.097656 Penalty: 596.666809
	Iteration 28Q: 3 clusters Score -44945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44945.527344 Penalty: 596.666809
	Iteration 29Q: 3 clusters Score -44945.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44945.757812 Penalty: 596.666809
	Iteration 30Q: 3 clusters Score -44945.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44945.757812 Penalty: 596.666809
	Iteration 31F: 3 clusters Score -44945.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5911.337891 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5911.338 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 63 members 
Entering Unmasked Estep 
Score: -5716.740723 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5716.741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5753.379395 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5753.379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5762.497070 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5762.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5766.120605 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5766.121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5766.120605 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -5766.121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13238.030273 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13238.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13306.070312 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13306.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13316.736328 Penalty: 492.052612
	Iteration 2Q: 3 clusters Score -13316.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13334.532227 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13334.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13359.973633 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13359.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13376.667969 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13376.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13384.258789 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13384.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13416.526367 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13416.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13436.325195 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13436.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13440.872070 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -13440.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13443.517578 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -13443.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13443.517578 Penalty: 492.052612
	Iteration 11F: 3 clusters Score -13443.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13945.334961 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13945.33 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 121 members 
Entering Unmasked Estep 
Score: -13617.572266 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13617.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13748.770508 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13748.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13788.684570 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13788.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13812.109375 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13812.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13833.135742 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13833.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13845.938477 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13845.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13853.753906 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13853.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13855.499023 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13856.091797 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13856.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13864.079102 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13864.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13868.622070 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13868.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13877.764648 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13877.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13880.827148 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -13880.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13880.827148 Penalty: 496.434235
	Iteration 13F: 3 clusters Score -13880.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1828.277832 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1828.278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1878.615845 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1878.616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1892.750122 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -1892.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1894.488892 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -1894.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1894.488892 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -1894.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34833.992188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34833.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34288.601562 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34288.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34487.625000 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34487.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34576.714844 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34576.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34650.929688 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34650.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34692.589844 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -34692.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34714.738281 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34714.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34728.207031 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34728.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34733.441406 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34733.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34734.710938 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34734.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34735.597656 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34735.597656 Penalty: 577.930603
	Iteration 10F: 3 clusters Score -34735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 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 330 members 
Entering Unmasked Estep 
Score: -42497.316406 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42497.32 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42675.359375 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42675.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -42741.492188 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42741.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42822.660156 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42822.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42891.898438 Penalty: 592.026367
	Iteration 4F: 3 clusters Score -42891.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -42931.437500 Penalty: 592.026367
	Iteration 5F: 3 clusters Score -42931.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42957.078125 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -42957.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42987.371094 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -42987.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43010.601562 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -43010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43017.207031 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -43017.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43018.054688 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -43018.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43018.054688 Penalty: 592.026367
	Iteration 11F: 3 clusters Score -43018.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (34396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Entering Unmasked Estep 
Score: -2200309.000000 Penalty: 475.279175
	Iteration 0F: 2 clusters Score -2200309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2177144.750000 Penalty: 950.558350
	Iteration 0F: 3 clusters Score -2177145 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2188019.250000 Penalty: 950.558350
	Iteration 1F: 3 clusters Score -2188019 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2189487.750000 Penalty: 950.558350
	Iteration 2F: 3 clusters Score -2189488 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2191693.250000 Penalty: 950.558350
	Iteration 3F: 3 clusters Score -2191693 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2194013.000000 Penalty: 950.558350
	Iteration 4F: 3 clusters Score -2194013 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2195566.500000 Penalty: 950.558350
	Iteration 5F: 3 clusters Score -2195566 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2196161.500000 Penalty: 950.558350
	Iteration 6Q: 3 clusters Score -2196162 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2196413.250000 Penalty: 950.558350
	Iteration 7Q: 3 clusters Score -2196413 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2196606.250000 Penalty: 950.558350
	Iteration 8Q: 3 clusters Score -2196606 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2196781.750000 Penalty: 950.558350
	Iteration 9Q: 3 clusters Score -2196782 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2196961.250000 Penalty: 950.558350
	Iteration 10Q: 3 clusters Score -2196961 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2197189.000000 Penalty: 950.558350
	Iteration 11Q: 3 clusters Score -2197189 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2197395.250000 Penalty: 950.558350
	Iteration 12Q: 3 clusters Score -2197395 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2197609.250000 Penalty: 950.558350
	Iteration 13Q: 3 clusters Score -2197609 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2197825.000000 Penalty: 950.558350
	Iteration 14Q: 3 clusters Score -2197825 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2198038.250000 Penalty: 950.558350
	Iteration 15Q: 3 clusters Score -2198038 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2198262.000000 Penalty: 950.558350
	Iteration 16Q: 3 clusters Score -2198262 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2198492.250000 Penalty: 950.558350
	Iteration 17Q: 3 clusters Score -2198492 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2198724.000000 Penalty: 950.558350
	Iteration 18Q: 3 clusters Score -2198724 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2198909.750000 Penalty: 950.558350
	Iteration 19Q: 3 clusters Score -2198910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2199089.250000 Penalty: 950.558350
	Iteration 20F: 3 clusters Score -2199089 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2199243.750000 Penalty: 950.558350
	Iteration 21Q: 3 clusters Score -2199244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2199384.500000 Penalty: 950.558350
	Iteration 22Q: 3 clusters Score -2199384 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2199496.750000 Penalty: 950.558350
	Iteration 23Q: 3 clusters Score -2199497 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2199589.250000 Penalty: 950.558350
	Iteration 24Q: 3 clusters Score -2199589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2199655.000000 Penalty: 950.558350
	Iteration 25Q: 3 clusters Score -2199655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2199711.000000 Penalty: 950.558350
	Iteration 26Q: 3 clusters Score -2199711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2199739.750000 Penalty: 950.558350
	Iteration 27Q: 3 clusters Score -2199740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2199763.750000 Penalty: 950.558350
	Iteration 28Q: 3 clusters Score -2199764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2199784.750000 Penalty: 950.558350
	Iteration 29Q: 3 clusters Score -2199785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2199807.250000 Penalty: 950.558350
	Iteration 30Q: 3 clusters Score -2199807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2199834.500000 Penalty: 950.558350
	Iteration 31Q: 3 clusters Score -2199834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2199859.750000 Penalty: 950.558350
	Iteration 32Q: 3 clusters Score -2199860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2199869.000000 Penalty: 950.558350
	Iteration 33Q: 3 clusters Score -2199869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2199874.000000 Penalty: 950.558350
	Iteration 34Q: 3 clusters Score -2199874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2199876.250000 Penalty: 950.558350
	Iteration 35Q: 3 clusters Score -2199876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2199883.750000 Penalty: 950.558350
	Iteration 36Q: 3 clusters Score -2199884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2199895.250000 Penalty: 950.558350
	Iteration 37Q: 3 clusters Score -2199895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2199899.000000 Penalty: 950.558350
	Iteration 38Q: 3 clusters Score -2199899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2199897.500000 Penalty: 950.558350
	Iteration 39Q: 3 clusters Score -2199898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2199899.500000 Penalty: 950.558350
	Iteration 40F: 3 clusters Score -2199900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 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 109 members 
Entering Unmasked Estep 
Score: -16167.931641 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16167.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16286.880859 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16286.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16320.975586 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16320.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16365.625000 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -16365.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16392.882812 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -16392.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16408.097656 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16412.078125 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -16412.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16414.632812 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -16414.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16414.632812 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -16414.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -74708.796875 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74708.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -75074.656250 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -75074.66 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -75163.257812 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75163.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -75209.726562 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -75209.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -75249.640625 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -75249.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -75280.703125 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75280.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75313.125000 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75313.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -75345.445312 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -75345.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75382.054688 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75382.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -75411.593750 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75411.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -75425.882812 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75425.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -75437.609375 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75437.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -75449.664062 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75449.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -75454.984375 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75454.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -75457.625000 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75457.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -75459.507812 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75459.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -75462.617188 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -75462.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -75465.796875 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -75465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -75470.320312 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -75470.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -75475.054688 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -75475.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -75479.203125 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -75479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -75482.750000 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -75482.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -75484.328125 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -75484.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75486.773438 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -75486.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75488.679688 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -75488.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -75490.210938 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -75490.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -75491.125000 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -75491.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -75491.500000 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -75491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -75491.500000 Penalty: 643.126099
	Iteration 28F: 3 clusters Score -75491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -65085.539062 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65085.54 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65306.082031 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65306.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65364.910156 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65364.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65413.214844 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -65413.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -65459.835938 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -65459.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -65496.890625 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65496.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -65522.195312 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65522.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -65552.937500 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65552.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65592.273438 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65592.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -65624.000000 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -65648.859375 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -65648.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -65664.898438 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -65664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -65673.226562 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -65673.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -65684.328125 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -65684.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -65691.171875 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -65691.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -65698.570312 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -65698.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -65711.156250 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -65711.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -65724.390625 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -65724.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -65732.843750 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -65732.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -65744.867188 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -65744.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -65747.421875 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -65747.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -65749.843750 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -65749.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -65750.726562 Penalty: 630.496948
	Iteration 22Q: 3 clusters Score -65750.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -65752.406250 Penalty: 630.496948
	Iteration 23Q: 3 clusters Score -65752.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -65753.367188 Penalty: 630.496948
	Iteration 24Q: 3 clusters Score -65753.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -65753.718750 Penalty: 630.496948
	Iteration 25Q: 3 clusters Score -65753.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -65753.718750 Penalty: 630.496948
	Iteration 26F: 3 clusters Score -65753.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8665.546875 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8665.547 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 84 members 
Entering Unmasked Estep 
Score: -8398.157227 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8398.157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8537.548828 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8537.549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8590.455078 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8590.455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8603.225586 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8603.226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8615.769531 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8615.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8634.103516 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8634.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8635.442383 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8635.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8636.399414 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -8636.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8636.399414 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -8636.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 102 members 
Entering Unmasked Estep 
Score: -10850.146484 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10850.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10944.674805 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10944.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10969.062500 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10969.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10992.786133 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10992.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11001.868164 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11001.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11004.446289 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11004.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11006.786133 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11006.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11009.042969 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11009.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11016.536133 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11016.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11022.263672 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -11022.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11022.263672 Penalty: 480.308441
	Iteration 10F: 3 clusters Score -11022.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28178.480469 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28178.48 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28301.957031 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28301.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28345.013672 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28345.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28369.298828 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28369.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28381.804688 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28381.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28390.775391 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28390.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28395.771484 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28395.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28400.785156 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28400.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28406.341797 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28406.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28407.078125 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28407.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28407.556641 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28407.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28408.320312 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28408.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28408.320312 Penalty: 554.924744
	Iteration 12F: 3 clusters Score -28408.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7618.559082 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7618.559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7681.230469 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7681.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7714.630859 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7714.631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7720.983887 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7720.984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7729.018066 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7729.018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7729.018066 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -7729.018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -40298.246094 Penalty: 288.002319
	Iteration 0F: 2 clusters Score -40298.25 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 270 members 
Entering Unmasked Estep 
Score: -39789.941406 Penalty: 576.004639
	Iteration 0F: 3 clusters Score -39789.94 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39933.484375 Penalty: 576.004639
	Iteration 1F: 3 clusters Score -39933.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39972.539062 Penalty: 576.004639
	Iteration 2F: 3 clusters Score -39972.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39998.082031 Penalty: 576.004639
	Iteration 3Q: 3 clusters Score -39998.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40062.449219 Penalty: 576.004639
	Iteration 4Q: 3 clusters Score -40062.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40159.769531 Penalty: 576.004639
	Iteration 5F: 3 clusters Score -40159.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40271.839844 Penalty: 576.004639
	Iteration 6F: 3 clusters Score -40271.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40344.781250 Penalty: 576.004639
	Iteration 7F: 3 clusters Score -40344.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40447.812500 Penalty: 576.004639
	Iteration 8F: 3 clusters Score -40447.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40514.609375 Penalty: 576.004639
	Iteration 9F: 3 clusters Score -40514.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40546.609375 Penalty: 576.004639
	Iteration 10Q: 3 clusters Score -40546.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40568.050781 Penalty: 576.004639
	Iteration 11Q: 3 clusters Score -40568.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40571.070312 Penalty: 576.004639
	Iteration 12Q: 3 clusters Score -40571.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40573.585938 Penalty: 576.004639
	Iteration 13Q: 3 clusters Score -40573.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40574.824219 Penalty: 576.004639
	Iteration 14Q: 3 clusters Score -40574.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40575.390625 Penalty: 576.004639
	Iteration 15Q: 3 clusters Score -40575.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40575.390625 Penalty: 576.004639
	Iteration 16F: 3 clusters Score -40575.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 158 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 40 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 403 members 
Entering Unmasked Estep 
Score: -53296996.000000 Penalty: 44907.519531
Splitting cluster 66 changes total score from -53296972.000000 to -53296996.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 67 (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: -11561.458008 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11561.46 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: -11230.872070 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11230.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11348.694336 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11348.69 nChanged 30
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: -11414.772461 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11414.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11441.530273 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -11441.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11450.407227 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11450.41 nChanged 4
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: -11459.152344 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11459.15 nChanged 4
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: -11471.080078 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11471.08 nChanged 8
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: -11484.438477 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -11484.44 nChanged 4
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: -11494.042969 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -11494.04 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: -11496.873047 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -11496.87 nChanged 0
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: -11496.873047 Penalty: 503.897430
	Iteration 10F: 3 clusters Score -11496.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 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 61 members 
Entering Unmasked Estep 
Score: -8197.314453 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8197.314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8304.912109 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8304.912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8327.418945 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8327.419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8332.284180 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8332.284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8332.919922 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8332.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8332.919922 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -8332.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 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 189 members 
Entering Unmasked Estep 
Score: -25202.671875 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25202.67 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25309.654297 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25309.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25350.646484 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25350.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25368.453125 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -25368.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25376.142578 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25376.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25384.060547 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25384.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25390.308594 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25390.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25394.908203 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25394.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25398.892578 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -25398.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25399.662109 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -25399.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25399.662109 Penalty: 545.223267
	Iteration 10F: 3 clusters Score -25399.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29376.576172 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29376.58 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29534.736328 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29534.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29593.951172 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29593.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29617.705078 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -29617.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29638.115234 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29638.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29657.363281 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29657.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29672.066406 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29672.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29687.082031 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29687.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29699.335938 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29699.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29708.195312 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29711.349609 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29711.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29712.578125 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29712.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29714.398438 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29715.826172 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29715.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29715.960938 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29715.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29716.746094 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29716.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29718.496094 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -29718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29721.628906 Penalty: 565.529358
	Iteration 17Q: 3 clusters Score -29721.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29722.283203 Penalty: 565.529358
	Iteration 18Q: 3 clusters Score -29722.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29722.283203 Penalty: 565.529358
	Iteration 19F: 3 clusters Score -29722.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 87145 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78380 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87354 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 84609 members 
Mstep: Class 19 contains 69201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 66 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 85536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 64173 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 201 members 
Mstep: Class 40 contains 94126 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34396 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 172 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 158 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 70. Lose 500.692078 but Gain 623.718750
Score: -53297252.000000 Penalty: 44283.800781
Iteration 239Q: 72 clusters Score -5.329725e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91915 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 87063 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81458 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78336 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87415 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 84455 members 
Mstep: Class 19 contains 69374 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 241 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 75 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 85563 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 63925 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 186 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 210 members 
Mstep: Class 40 contains 93887 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 704 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 34990 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 190 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 166 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297344.000000 Penalty: 44283.800781
Iteration 240F: 72 clusters Score -5.329734e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91877 members 
Mstep: Class 3 contains 2029 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 86998 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81402 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78274 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87428 members 
Mstep: Class 16 contains 219 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 84340 members 
Mstep: Class 19 contains 69532 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 234 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 77 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 85609 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 63649 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 208 members 
Mstep: Class 40 contains 93640 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1103 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 703 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 35622 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297560.000000 Penalty: 44283.800781
Iteration 241Q: 72 clusters Score -5.329756e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91864 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 86934 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81331 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78217 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87407 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 84281 members 
Mstep: Class 19 contains 69718 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 233 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3891 members 
Mstep: Class 24 contains 78 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 85636 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 63360 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93380 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 36254 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 193 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 175 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297728.000000 Penalty: 44283.800781
Iteration 242Q: 72 clusters Score -5.329773e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91852 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 86876 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81284 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78131 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87388 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 84208 members 
Mstep: Class 19 contains 69878 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 231 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3876 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 85700 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 63110 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93100 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 36866 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 177 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297864.000000 Penalty: 44283.800781
Iteration 243Q: 72 clusters Score -5.329786e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91836 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 86786 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81264 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78074 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87369 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 84113 members 
Mstep: Class 19 contains 70053 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3861 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 85764 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 62859 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92807 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 37479 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297912.000000 Penalty: 44283.800781
Iteration 244Q: 72 clusters Score -5.329791e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91793 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 86704 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81254 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78035 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87399 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 84010 members 
Mstep: Class 19 contains 70233 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3841 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 85832 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 62620 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92470 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 38075 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297936.000000 Penalty: 44283.800781
Iteration 245Q: 72 clusters Score -5.329794e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91743 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 86623 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81250 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77986 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87413 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 83983 members 
Mstep: Class 19 contains 70422 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 85836 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 62391 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92113 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 38672 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297980.000000 Penalty: 44283.800781
Iteration 246Q: 72 clusters Score -5.329798e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91704 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 86556 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81245 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77892 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87440 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 83981 members 
Mstep: Class 19 contains 70614 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 85821 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 62143 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91737 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 39309 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297892.000000 Penalty: 44283.800781
Iteration 247Q: 72 clusters Score -5.329789e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91661 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 86516 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81218 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77806 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87443 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 84023 members 
Mstep: Class 19 contains 70804 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3785 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1630 members 
Mstep: Class 28 contains 85789 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 61906 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91340 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 39943 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297968.000000 Penalty: 44283.800781
Iteration 248Q: 72 clusters Score -5.329797e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91614 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 1946 members 
Mstep: Class 5 contains 86425 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81198 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77724 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87406 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 84063 members 
Mstep: Class 19 contains 71007 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3772 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1636 members 
Mstep: Class 28 contains 85775 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 61681 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90959 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 40595 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297864.000000 Penalty: 44283.800781
Iteration 249Q: 72 clusters Score -5.329786e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91578 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 1954 members 
Mstep: Class 5 contains 86318 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81149 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77639 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87372 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 84077 members 
Mstep: Class 19 contains 71199 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3753 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 85759 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 61484 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90578 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 41313 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297672.000000 Penalty: 44283.800781
Iteration 250Q: 72 clusters Score -5.329767e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91535 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 1963 members 
Mstep: Class 5 contains 86207 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81123 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77568 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87320 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 84070 members 
Mstep: Class 19 contains 71373 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3732 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 85752 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 61299 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90190 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 42038 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297648.000000 Penalty: 44283.800781
Iteration 251Q: 72 clusters Score -5.329765e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91479 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 1971 members 
Mstep: Class 5 contains 86095 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81086 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77494 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87268 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 84058 members 
Mstep: Class 19 contains 71533 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3720 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 85765 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 61088 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89825 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 42776 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297812.000000 Penalty: 44283.800781
Iteration 252Q: 72 clusters Score -5.329781e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91417 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 1978 members 
Mstep: Class 5 contains 85980 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81044 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77431 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87247 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 84128 members 
Mstep: Class 19 contains 71696 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 85734 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 60868 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89437 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 43488 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298036.000000 Penalty: 44283.800781
Iteration 253Q: 72 clusters Score -5.329804e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91345 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 85857 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81043 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77361 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87211 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 84186 members 
Mstep: Class 19 contains 71866 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1645 members 
Mstep: Class 28 contains 85706 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 60657 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89034 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 44205 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298040.000000 Penalty: 44283.800781
Iteration 254Q: 72 clusters Score -5.329804e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91271 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 1995 members 
Mstep: Class 5 contains 85732 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81016 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77295 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87137 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 84216 members 
Mstep: Class 19 contains 72033 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1647 members 
Mstep: Class 28 contains 85693 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 60484 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88639 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 44946 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297872.000000 Penalty: 44283.800781
Iteration 255Q: 72 clusters Score -5.329787e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91179 members 
Mstep: Class 3 contains 1932 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 85574 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81010 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77250 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87098 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 84225 members 
Mstep: Class 19 contains 72211 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1649 members 
Mstep: Class 28 contains 85640 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 60306 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88253 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 45688 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298048.000000 Penalty: 44283.800781
Iteration 256Q: 72 clusters Score -5.329805e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91053 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 85441 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77177 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87090 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 18 contains 84285 members 
Mstep: Class 19 contains 72388 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1650 members 
Mstep: Class 28 contains 85617 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 60123 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 185 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87874 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 46398 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297996.000000 Penalty: 44283.800781
Iteration 257Q: 72 clusters Score -5.3298e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90959 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 2048 members 
Mstep: Class 5 contains 85337 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80923 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77085 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87083 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 84286 members 
Mstep: Class 19 contains 72539 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1651 members 
Mstep: Class 28 contains 85653 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 59914 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87527 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 47108 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297932.000000 Penalty: 44283.800781
Iteration 258Q: 72 clusters Score -5.329793e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90890 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 85223 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80865 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76999 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87068 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 84314 members 
Mstep: Class 19 contains 72677 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1656 members 
Mstep: Class 28 contains 85642 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 59715 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87189 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 47798 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298016.000000 Penalty: 44283.800781
Iteration 259Q: 72 clusters Score -5.329802e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90820 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 85131 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80823 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76946 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87040 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3904 members 
Mstep: Class 18 contains 84345 members 
Mstep: Class 19 contains 72802 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 85665 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 59483 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 86837 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 48480 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298156.000000 Penalty: 44283.800781
Iteration 260F: 72 clusters Score -5.329816e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90749 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 2098 members 
Mstep: Class 5 contains 85073 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80789 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76873 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87013 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 84317 members 
Mstep: Class 19 contains 72928 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3719 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 85641 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 59268 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 86528 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 49171 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298180.000000 Penalty: 44283.800781
Iteration 261Q: 72 clusters Score -5.329818e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90668 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 84992 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76785 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87025 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 84245 members 
Mstep: Class 19 contains 73052 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1667 members 
Mstep: Class 28 contains 85650 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 59029 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 86211 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 49876 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298192.000000 Penalty: 44283.800781
Iteration 262Q: 72 clusters Score -5.329819e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90623 members 
Mstep: Class 3 contains 1801 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 84932 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80732 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76693 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87013 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 84154 members 
Mstep: Class 19 contains 73170 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3728 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1672 members 
Mstep: Class 28 contains 85646 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 58781 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 85886 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 50639 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298368.000000 Penalty: 44283.800781
Iteration 263Q: 72 clusters Score -5.329837e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90608 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 84852 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80693 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76582 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86997 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 84085 members 
Mstep: Class 19 contains 73289 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3717 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 85651 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 58542 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 85536 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 51389 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298436.000000 Penalty: 44283.800781
Iteration 264Q: 72 clusters Score -5.329844e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90585 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 84748 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80696 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76455 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86984 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 84049 members 
Mstep: Class 19 contains 73420 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3708 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1683 members 
Mstep: Class 28 contains 85602 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 58338 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 85197 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 52110 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298176.000000 Penalty: 44283.800781
Iteration 265Q: 72 clusters Score -5.329818e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90574 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 2212 members 
Mstep: Class 5 contains 84653 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80685 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76334 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86949 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 84018 members 
Mstep: Class 19 contains 73545 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3702 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 85599 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 58133 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 84867 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 52792 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298236.000000 Penalty: 44283.800781
Iteration 266Q: 72 clusters Score -5.329824e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90545 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 84604 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80670 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76216 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86899 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 83975 members 
Mstep: Class 19 contains 73663 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 85612 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 57912 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 84497 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 53504 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298320.000000 Penalty: 44283.800781
Iteration 267Q: 72 clusters Score -5.329832e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90556 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 84588 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80625 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76077 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86870 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 83968 members 
Mstep: Class 19 contains 73771 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3679 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1699 members 
Mstep: Class 28 contains 85634 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 57705 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 84107 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 54152 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298464.000000 Penalty: 44283.800781
Iteration 268Q: 72 clusters Score -5.329846e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90540 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 84538 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80605 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75938 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86845 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 83935 members 
Mstep: Class 19 contains 73868 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3670 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1705 members 
Mstep: Class 28 contains 85695 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 57500 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 83714 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 54817 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298584.000000 Penalty: 44283.800781
Iteration 269Q: 72 clusters Score -5.329858e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90543 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 84478 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80563 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75830 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86787 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 83845 members 
Mstep: Class 19 contains 73984 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 85751 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 57319 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 83326 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 55516 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298512.000000 Penalty: 44283.800781
Iteration 270Q: 72 clusters Score -5.329851e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90554 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 84481 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80536 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75720 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86722 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 83779 members 
Mstep: Class 19 contains 74081 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 85772 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 57114 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 82960 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 56151 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298596.000000 Penalty: 44283.800781
Iteration 271Q: 72 clusters Score -5.32986e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90580 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 84488 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80540 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75595 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86661 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 83687 members 
Mstep: Class 19 contains 74201 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3657 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 85731 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 56931 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 82591 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 56814 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298784.000000 Penalty: 44283.800781
Iteration 272Q: 72 clusters Score -5.329878e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90594 members 
Mstep: Class 3 contains 1747 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 84442 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80544 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75509 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86612 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 83625 members 
Mstep: Class 19 contains 74302 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 85729 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 56747 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 82226 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 57442 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298924.000000 Penalty: 44283.800781
Iteration 273Q: 72 clusters Score -5.329892e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90606 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 84364 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 1997 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80543 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75438 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86591 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 83595 members 
Mstep: Class 19 contains 74369 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3651 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 85733 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 56553 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 81850 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 58053 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299052.000000 Penalty: 44283.800781
Iteration 274Q: 72 clusters Score -5.329905e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90628 members 
Mstep: Class 3 contains 1747 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 84330 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 2009 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80552 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75349 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86561 members 
Mstep: Class 16 contains 221 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83571 members 
Mstep: Class 19 contains 74406 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 85720 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 56346 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 81476 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 58654 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299192.000000 Penalty: 44283.800781
Iteration 275Q: 72 clusters Score -5.329919e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90641 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 84298 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80559 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75268 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86510 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 83515 members 
Mstep: Class 19 contains 74441 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 85750 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 56132 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 81078 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 59285 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299320.000000 Penalty: 44283.800781
Iteration 276Q: 72 clusters Score -5.329932e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90660 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 84270 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80551 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75169 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86486 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 83430 members 
Mstep: Class 19 contains 74470 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 85768 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55920 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80733 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 59939 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299500.000000 Penalty: 44283.800781
Iteration 277Q: 72 clusters Score -5.32995e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90681 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 84288 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2041 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80540 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75081 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86476 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 83351 members 
Mstep: Class 19 contains 74533 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3661 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 85721 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55701 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80374 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 122 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 60575 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299676.000000 Penalty: 44283.800781
Iteration 278Q: 72 clusters Score -5.329968e+07 nChanged 2513
Entering ConstructFrom: 
Score: -53299676.000000 Penalty: 44283.800781
Entering ConstructFrom: 
Trying to split cluster 1 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5371.824219 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -5371.824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5180.705566 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -5180.706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5238.090820 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -5238.091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5273.708008 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -5273.708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5285.142578 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -5285.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5285.142578 Penalty: 404.281281
	Iteration 4F: 3 clusters Score -5285.143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Entering Unmasked Estep 
Score: -5603630.000000 Penalty: 519.391724
	Iteration 0F: 2 clusters Score -5603630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5543382.500000 Penalty: 1038.783447
	Iteration 0F: 3 clusters Score -5543382 nChanged 44270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -5569738.000000 Penalty: 1038.783447
	Iteration 1F: 3 clusters Score -5569738 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -5570912.000000 Penalty: 1038.783447
	Iteration 2Q: 3 clusters Score -5570912 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -5573221.500000 Penalty: 1038.783447
	Iteration 3Q: 3 clusters Score -5573222 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -5577752.000000 Penalty: 1038.783447
	Iteration 4F: 3 clusters Score -5577752 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -5584414.000000 Penalty: 1038.783447
	Iteration 5F: 3 clusters Score -5584414 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -5590850.500000 Penalty: 1038.783447
	Iteration 6F: 3 clusters Score -5590850 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -5594462.000000 Penalty: 1038.783447
	Iteration 7F: 3 clusters Score -5594462 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -5595797.000000 Penalty: 1038.783447
	Iteration 8Q: 3 clusters Score -5595797 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -5596574.000000 Penalty: 1038.783447
	Iteration 9Q: 3 clusters Score -5596574 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -5597347.500000 Penalty: 1038.783447
	Iteration 10Q: 3 clusters Score -5597348 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -5598316.500000 Penalty: 1038.783447
	Iteration 11Q: 3 clusters Score -5598316 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -5599333.500000 Penalty: 1038.783447
	Iteration 12Q: 3 clusters Score -5599334 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -5600306.500000 Penalty: 1038.783447
	Iteration 13Q: 3 clusters Score -5600306 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -5601111.500000 Penalty: 1038.783447
	Iteration 14Q: 3 clusters Score -5601112 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -5601722.000000 Penalty: 1038.783447
	Iteration 15Q: 3 clusters Score -5601722 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -5602170.500000 Penalty: 1038.783447
	Iteration 16Q: 3 clusters Score -5602170 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -5602466.500000 Penalty: 1038.783447
	Iteration 17Q: 3 clusters Score -5602466 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -5602732.000000 Penalty: 1038.783447
	Iteration 18Q: 3 clusters Score -5602732 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -5602925.000000 Penalty: 1038.783447
	Iteration 19Q: 3 clusters Score -5602925 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -5603100.000000 Penalty: 1038.783447
	Iteration 20F: 3 clusters Score -5603100 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -5603311.500000 Penalty: 1038.783447
	Iteration 21Q: 3 clusters Score -5603312 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -5603462.000000 Penalty: 1038.783447
	Iteration 22Q: 3 clusters Score -5603462 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -5603574.000000 Penalty: 1038.783447
	Iteration 23Q: 3 clusters Score -5603574 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -5603680.500000 Penalty: 1038.783447
	Iteration 24Q: 3 clusters Score -5603680 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -5603756.000000 Penalty: 1038.783447
	Iteration 25Q: 3 clusters Score -5603756 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -5603857.000000 Penalty: 1038.783447
	Iteration 26Q: 3 clusters Score -5603857 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -5603933.000000 Penalty: 1038.783447
	Iteration 27Q: 3 clusters Score -5603933 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -5603952.000000 Penalty: 1038.783447
	Iteration 28Q: 3 clusters Score -5603952 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -5604003.500000 Penalty: 1038.783447
	Iteration 29Q: 3 clusters Score -5604004 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -5604052.500000 Penalty: 1038.783447
	Iteration 30Q: 3 clusters Score -5604052 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -5604081.000000 Penalty: 1038.783447
	Iteration 31Q: 3 clusters Score -5604081 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -5604078.000000 Penalty: 1038.783447
	Iteration 32Q: 3 clusters Score -5604078 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -5604072.000000 Penalty: 1038.783447
	Iteration 33Q: 3 clusters Score -5604072 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -5604097.000000 Penalty: 1038.783447
	Iteration 34Q: 3 clusters Score -5604097 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -5604093.500000 Penalty: 1038.783447
	Iteration 35Q: 3 clusters Score -5604094 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -5604095.000000 Penalty: 1038.783447
	Iteration 36Q: 3 clusters Score -5604095 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -5604126.500000 Penalty: 1038.783447
	Iteration 37Q: 3 clusters Score -5604126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -5604095.500000 Penalty: 1038.783447
	Iteration 38Q: 3 clusters Score -5604096 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -5604083.500000 Penalty: 1038.783447
	Iteration 39Q: 3 clusters Score -5604084 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -5604037.500000 Penalty: 1038.783447
	Iteration 40F: 3 clusters Score -5604038 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -5604023.000000 Penalty: 1038.783447
	Iteration 41Q: 3 clusters Score -5604023 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -5604003.000000 Penalty: 1038.783447
	Iteration 42Q: 3 clusters Score -5604003 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -5603996.500000 Penalty: 1038.783447
	Iteration 43Q: 3 clusters Score -5603996 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -5603965.000000 Penalty: 1038.783447
	Iteration 44Q: 3 clusters Score -5603965 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -5603936.500000 Penalty: 1038.783447
	Iteration 45Q: 3 clusters Score -5603936 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -5603923.000000 Penalty: 1038.783447
	Iteration 46Q: 3 clusters Score -5603923 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -5603896.500000 Penalty: 1038.783447
	Iteration 47Q: 3 clusters Score -5603896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -5603870.000000 Penalty: 1038.783447
	Iteration 48Q: 3 clusters Score -5603870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -5603851.500000 Penalty: 1038.783447
	Iteration 49Q: 3 clusters Score -5603852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 88517 members 
Entering Unmasked Estep 
Score: -5603827.500000 Penalty: 1038.783447
	Iteration 50Q: 3 clusters Score -5603828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -5603820.000000 Penalty: 1038.783447
	Iteration 51Q: 3 clusters Score -5603820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -5603809.500000 Penalty: 1038.783447
	Iteration 52Q: 3 clusters Score -5603810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -5603795.500000 Penalty: 1038.783447
	Iteration 53Q: 3 clusters Score -5603796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -5603796.500000 Penalty: 1038.783447
	Iteration 54Q: 3 clusters Score -5603796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -5603779.000000 Penalty: 1038.783447
	Iteration 55Q: 3 clusters Score -5603779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -5603763.000000 Penalty: 1038.783447
	Iteration 56Q: 3 clusters Score -5603763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -5603746.000000 Penalty: 1038.783447
	Iteration 57Q: 3 clusters Score -5603746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -5603738.000000 Penalty: 1038.783447
	Iteration 58Q: 3 clusters Score -5603738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -5603722.000000 Penalty: 1038.783447
	Iteration 59Q: 3 clusters Score -5603722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -5603724.000000 Penalty: 1038.783447
	Iteration 60F: 3 clusters Score -5603724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -5603715.500000 Penalty: 1038.783447
	Iteration 61Q: 3 clusters Score -5603716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -5603712.500000 Penalty: 1038.783447
	Iteration 62Q: 3 clusters Score -5603712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -5603715.500000 Penalty: 1038.783447
	Iteration 63Q: 3 clusters Score -5603716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -5603715.500000 Penalty: 1038.783447
	Iteration 64Q: 3 clusters Score -5603716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -5603707.500000 Penalty: 1038.783447
	Iteration 65Q: 3 clusters Score -5603708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -5603699.500000 Penalty: 1038.783447
	Iteration 66Q: 3 clusters Score -5603700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -5603699.000000 Penalty: 1038.783447
	Iteration 67Q: 3 clusters Score -5603699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -5603684.500000 Penalty: 1038.783447
	Iteration 68Q: 3 clusters Score -5603684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -5603681.000000 Penalty: 1038.783447
	Iteration 69Q: 3 clusters Score -5603681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -5603677.000000 Penalty: 1038.783447
	Iteration 70Q: 3 clusters Score -5603677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -5603674.000000 Penalty: 1038.783447
	Iteration 71Q: 3 clusters Score -5603674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -5603675.500000 Penalty: 1038.783447
	Iteration 72Q: 3 clusters Score -5603676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -5603672.500000 Penalty: 1038.783447
	Iteration 73Q: 3 clusters Score -5603672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 89565 members 
Entering Unmasked Estep 
Score: -5603664.500000 Penalty: 1038.783447
	Iteration 74Q: 3 clusters Score -5603664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 89584 members 
Entering Unmasked Estep 
Score: -5603656.500000 Penalty: 1038.783447
	Iteration 75Q: 3 clusters Score -5603656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -5603650.500000 Penalty: 1038.783447
	Iteration 76Q: 3 clusters Score -5603650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -5603653.500000 Penalty: 1038.783447
	Iteration 77Q: 3 clusters Score -5603654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -5603651.500000 Penalty: 1038.783447
	Iteration 78Q: 3 clusters Score -5603652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -5603649.000000 Penalty: 1038.783447
	Iteration 79Q: 3 clusters Score -5603649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -5603653.000000 Penalty: 1038.783447
	Iteration 80F: 3 clusters Score -5603653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -5603654.000000 Penalty: 1038.783447
	Iteration 81Q: 3 clusters Score -5603654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -5603646.500000 Penalty: 1038.783447
	Iteration 82Q: 3 clusters Score -5603646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -5603646.500000 Penalty: 1038.783447
	Iteration 83Q: 3 clusters Score -5603646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -5603640.000000 Penalty: 1038.783447
	Iteration 84Q: 3 clusters Score -5603640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -5603639.500000 Penalty: 1038.783447
	Iteration 85Q: 3 clusters Score -5603640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -5603642.500000 Penalty: 1038.783447
	Iteration 86Q: 3 clusters Score -5603642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -5603638.000000 Penalty: 1038.783447
	Iteration 87Q: 3 clusters Score -5603638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -5603635.000000 Penalty: 1038.783447
	Iteration 88Q: 3 clusters Score -5603635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -5603635.500000 Penalty: 1038.783447
	Iteration 89Q: 3 clusters Score -5603636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -5603636.500000 Penalty: 1038.783447
	Iteration 90Q: 3 clusters Score -5603636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -5603633.000000 Penalty: 1038.783447
	Iteration 91Q: 3 clusters Score -5603633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -5603631.500000 Penalty: 1038.783447
	Iteration 92Q: 3 clusters Score -5603632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -5603632.000000 Penalty: 1038.783447
	Iteration 93Q: 3 clusters Score -5603632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -5603630.000000 Penalty: 1038.783447
	Iteration 94Q: 3 clusters Score -5603630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -5603626.000000 Penalty: 1038.783447
	Iteration 95Q: 3 clusters Score -5603626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -5603623.000000 Penalty: 1038.783447
	Iteration 96Q: 3 clusters Score -5603623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -5603623.000000 Penalty: 1038.783447
	Iteration 97F: 3 clusters Score -5603623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -116418.421875 Penalty: 340.179504
	Iteration 0F: 2 clusters Score -116418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -115112.023438 Penalty: 680.359009
	Iteration 0F: 3 clusters Score -115112 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -115480.273438 Penalty: 680.359009
	Iteration 1F: 3 clusters Score -115480.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -115526.046875 Penalty: 680.359009
	Iteration 2F: 3 clusters Score -115526 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -115563.835938 Penalty: 680.359009
	Iteration 3Q: 3 clusters Score -115563.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -115599.585938 Penalty: 680.359009
	Iteration 4Q: 3 clusters Score -115599.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -115636.632812 Penalty: 680.359009
	Iteration 5Q: 3 clusters Score -115636.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -115663.585938 Penalty: 680.359009
	Iteration 6Q: 3 clusters Score -115663.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -115698.500000 Penalty: 680.359009
	Iteration 7Q: 3 clusters Score -115698.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -115730.945312 Penalty: 680.359009
	Iteration 8Q: 3 clusters Score -115730.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -115773.507812 Penalty: 680.359009
	Iteration 9Q: 3 clusters Score -115773.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -115824.328125 Penalty: 680.359009
	Iteration 10Q: 3 clusters Score -115824.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -115864.125000 Penalty: 680.359009
	Iteration 11Q: 3 clusters Score -115864.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -115905.078125 Penalty: 680.359009
	Iteration 12Q: 3 clusters Score -115905.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -115949.203125 Penalty: 680.359009
	Iteration 13Q: 3 clusters Score -115949.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -115986.562500 Penalty: 680.359009
	Iteration 14Q: 3 clusters Score -115986.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -116015.843750 Penalty: 680.359009
	Iteration 15Q: 3 clusters Score -116015.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -116036.179688 Penalty: 680.359009
	Iteration 16Q: 3 clusters Score -116036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -116051.375000 Penalty: 680.359009
	Iteration 17Q: 3 clusters Score -116051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -116060.070312 Penalty: 680.359009
	Iteration 18Q: 3 clusters Score -116060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -116063.710938 Penalty: 680.359009
	Iteration 19Q: 3 clusters Score -116063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -116065.984375 Penalty: 680.359009
	Iteration 20F: 3 clusters Score -116066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -116069.140625 Penalty: 680.359009
	Iteration 21Q: 3 clusters Score -116069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -116070.234375 Penalty: 680.359009
	Iteration 22Q: 3 clusters Score -116070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -116070.960938 Penalty: 680.359009
	Iteration 23Q: 3 clusters Score -116071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -116070.960938 Penalty: 680.359009
	Iteration 24F: 3 clusters Score -116071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -184619.265625 Penalty: 363.954834
	Iteration 0F: 2 clusters Score -184619.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -182559.828125 Penalty: 727.909668
	Iteration 0F: 3 clusters Score -182559.8 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -183286.421875 Penalty: 727.909668
	Iteration 1F: 3 clusters Score -183286.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -183417.546875 Penalty: 727.909668
	Iteration 2F: 3 clusters Score -183417.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -183505.484375 Penalty: 727.909668
	Iteration 3F: 3 clusters Score -183505.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -183583.312500 Penalty: 727.909668
	Iteration 4Q: 3 clusters Score -183583.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -183681.796875 Penalty: 727.909668
	Iteration 5Q: 3 clusters Score -183681.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -183784.593750 Penalty: 727.909668
	Iteration 6Q: 3 clusters Score -183784.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -183885.109375 Penalty: 727.909668
	Iteration 7Q: 3 clusters Score -183885.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -183984.625000 Penalty: 727.909668
	Iteration 8Q: 3 clusters Score -183984.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -184084.265625 Penalty: 727.909668
	Iteration 9Q: 3 clusters Score -184084.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184163.718750 Penalty: 727.909668
	Iteration 10Q: 3 clusters Score -184163.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -184209.500000 Penalty: 727.909668
	Iteration 11Q: 3 clusters Score -184209.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -184251.468750 Penalty: 727.909668
	Iteration 12Q: 3 clusters Score -184251.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -184280.593750 Penalty: 727.909668
	Iteration 13Q: 3 clusters Score -184280.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -184298.984375 Penalty: 727.909668
	Iteration 14Q: 3 clusters Score -184299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -184307.328125 Penalty: 727.909668
	Iteration 15Q: 3 clusters Score -184307.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -184314.609375 Penalty: 727.909668
	Iteration 16Q: 3 clusters Score -184314.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -184318.234375 Penalty: 727.909668
	Iteration 17Q: 3 clusters Score -184318.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -184320.312500 Penalty: 727.909668
	Iteration 18Q: 3 clusters Score -184320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -184322.734375 Penalty: 727.909668
	Iteration 19Q: 3 clusters Score -184322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -184325.609375 Penalty: 727.909668
	Iteration 20F: 3 clusters Score -184325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -184327.562500 Penalty: 727.909668
	Iteration 21Q: 3 clusters Score -184327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -184328.718750 Penalty: 727.909668
	Iteration 22Q: 3 clusters Score -184328.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184330.406250 Penalty: 727.909668
	Iteration 23Q: 3 clusters Score -184330.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -184333.859375 Penalty: 727.909668
	Iteration 24Q: 3 clusters Score -184333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -184338.406250 Penalty: 727.909668
	Iteration 25Q: 3 clusters Score -184338.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -184341.500000 Penalty: 727.909668
	Iteration 26Q: 3 clusters Score -184341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -184342.921875 Penalty: 727.909668
	Iteration 27Q: 3 clusters Score -184342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -184343.421875 Penalty: 727.909668
	Iteration 28Q: 3 clusters Score -184343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -184343.484375 Penalty: 727.909668
	Iteration 29Q: 3 clusters Score -184343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -184343.593750 Penalty: 727.909668
	Iteration 30Q: 3 clusters Score -184343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -184343.593750 Penalty: 727.909668
	Iteration 31F: 3 clusters Score -184343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (84299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Entering Unmasked Estep 
Score: -5265308.500000 Penalty: 516.066711
	Iteration 0F: 2 clusters Score -5265308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5208346.000000 Penalty: 1032.133423
	Iteration 0F: 3 clusters Score -5208346 nChanged 41299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5232494.500000 Penalty: 1032.133423
	Iteration 1F: 3 clusters Score -5232494 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5233050.500000 Penalty: 1032.133423
	Iteration 2Q: 3 clusters Score -5233050 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5233808.000000 Penalty: 1032.133423
	Iteration 3Q: 3 clusters Score -5233808 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5235112.500000 Penalty: 1032.133423
	Iteration 4Q: 3 clusters Score -5235112 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5237419.000000 Penalty: 1032.133423
	Iteration 5F: 3 clusters Score -5237419 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -5241357.000000 Penalty: 1032.133423
	Iteration 6F: 3 clusters Score -5241357 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5247042.000000 Penalty: 1032.133423
	Iteration 7F: 3 clusters Score -5247042 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -5251740.000000 Penalty: 1032.133423
	Iteration 8F: 3 clusters Score -5251740 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5253971.000000 Penalty: 1032.133423
	Iteration 9Q: 3 clusters Score -5253971 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5254798.000000 Penalty: 1032.133423
	Iteration 10Q: 3 clusters Score -5254798 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -5255272.500000 Penalty: 1032.133423
	Iteration 11Q: 3 clusters Score -5255272 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5255742.500000 Penalty: 1032.133423
	Iteration 12Q: 3 clusters Score -5255742 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5256204.500000 Penalty: 1032.133423
	Iteration 13Q: 3 clusters Score -5256204 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5256693.000000 Penalty: 1032.133423
	Iteration 14Q: 3 clusters Score -5256693 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5257168.000000 Penalty: 1032.133423
	Iteration 15Q: 3 clusters Score -5257168 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5257603.000000 Penalty: 1032.133423
	Iteration 16Q: 3 clusters Score -5257603 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -5258052.000000 Penalty: 1032.133423
	Iteration 17Q: 3 clusters Score -5258052 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -5258410.000000 Penalty: 1032.133423
	Iteration 18Q: 3 clusters Score -5258410 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -5258781.500000 Penalty: 1032.133423
	Iteration 19Q: 3 clusters Score -5258782 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5259145.500000 Penalty: 1032.133423
	Iteration 20F: 3 clusters Score -5259146 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -5259473.000000 Penalty: 1032.133423
	Iteration 21Q: 3 clusters Score -5259473 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -5259944.500000 Penalty: 1032.133423
	Iteration 22Q: 3 clusters Score -5259944 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -5260465.000000 Penalty: 1032.133423
	Iteration 23Q: 3 clusters Score -5260465 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5261048.000000 Penalty: 1032.133423
	Iteration 24Q: 3 clusters Score -5261048 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -5261541.500000 Penalty: 1032.133423
	Iteration 25Q: 3 clusters Score -5261542 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -5261996.000000 Penalty: 1032.133423
	Iteration 26Q: 3 clusters Score -5261996 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5262471.500000 Penalty: 1032.133423
	Iteration 27Q: 3 clusters Score -5262472 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5262822.000000 Penalty: 1032.133423
	Iteration 28Q: 3 clusters Score -5262822 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5263180.500000 Penalty: 1032.133423
	Iteration 29Q: 3 clusters Score -5263180 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5263508.000000 Penalty: 1032.133423
	Iteration 30Q: 3 clusters Score -5263508 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5263732.500000 Penalty: 1032.133423
	Iteration 31Q: 3 clusters Score -5263732 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5263977.000000 Penalty: 1032.133423
	Iteration 32Q: 3 clusters Score -5263977 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5264176.000000 Penalty: 1032.133423
	Iteration 33Q: 3 clusters Score -5264176 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5264319.000000 Penalty: 1032.133423
	Iteration 34Q: 3 clusters Score -5264319 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5264459.500000 Penalty: 1032.133423
	Iteration 35Q: 3 clusters Score -5264460 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5264545.500000 Penalty: 1032.133423
	Iteration 36Q: 3 clusters Score -5264546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5264615.000000 Penalty: 1032.133423
	Iteration 37Q: 3 clusters Score -5264615 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5264640.000000 Penalty: 1032.133423
	Iteration 38Q: 3 clusters Score -5264640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5264673.500000 Penalty: 1032.133423
	Iteration 39Q: 3 clusters Score -5264674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5264700.000000 Penalty: 1032.133423
	Iteration 40F: 3 clusters Score -5264700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5264724.000000 Penalty: 1032.133423
	Iteration 41Q: 3 clusters Score -5264724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5264726.000000 Penalty: 1032.133423
	Iteration 42Q: 3 clusters Score -5264726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5264769.500000 Penalty: 1032.133423
	Iteration 43Q: 3 clusters Score -5264770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5264779.500000 Penalty: 1032.133423
	Iteration 44Q: 3 clusters Score -5264780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5264796.500000 Penalty: 1032.133423
	Iteration 45Q: 3 clusters Score -5264796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5264801.500000 Penalty: 1032.133423
	Iteration 46Q: 3 clusters Score -5264802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5264809.500000 Penalty: 1032.133423
	Iteration 47Q: 3 clusters Score -5264810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5264819.000000 Penalty: 1032.133423
	Iteration 48Q: 3 clusters Score -5264819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5264841.000000 Penalty: 1032.133423
	Iteration 49Q: 3 clusters Score -5264841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5264848.500000 Penalty: 1032.133423
	Iteration 50Q: 3 clusters Score -5264848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5264847.000000 Penalty: 1032.133423
	Iteration 51Q: 3 clusters Score -5264847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5264847.000000 Penalty: 1032.133423
	Iteration 52Q: 3 clusters Score -5264847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5264854.000000 Penalty: 1032.133423
	Iteration 53Q: 3 clusters Score -5264854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5264845.000000 Penalty: 1032.133423
	Iteration 54Q: 3 clusters Score -5264845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5264846.500000 Penalty: 1032.133423
	Iteration 55Q: 3 clusters Score -5264846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5264848.500000 Penalty: 1032.133423
	Iteration 56Q: 3 clusters Score -5264848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5264850.000000 Penalty: 1032.133423
	Iteration 57Q: 3 clusters Score -5264850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5264850.000000 Penalty: 1032.133423
	Iteration 58Q: 3 clusters Score -5264850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5264850.000000 Penalty: 1032.133423
	Iteration 59Q: 3 clusters Score -5264850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5264854.500000 Penalty: 1032.133423
	Iteration 60F: 3 clusters Score -5264854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5264862.000000 Penalty: 1032.133423
	Iteration 61Q: 3 clusters Score -5264862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5264867.500000 Penalty: 1032.133423
	Iteration 62Q: 3 clusters Score -5264868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5264868.500000 Penalty: 1032.133423
	Iteration 63Q: 3 clusters Score -5264868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5264868.500000 Penalty: 1032.133423
	Iteration 64Q: 3 clusters Score -5264868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5264875.000000 Penalty: 1032.133423
	Iteration 65Q: 3 clusters Score -5264875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5264876.000000 Penalty: 1032.133423
	Iteration 66Q: 3 clusters Score -5264876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5264882.500000 Penalty: 1032.133423
	Iteration 67Q: 3 clusters Score -5264882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5264882.500000 Penalty: 1032.133423
	Iteration 68Q: 3 clusters Score -5264882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5264883.500000 Penalty: 1032.133423
	Iteration 69Q: 3 clusters Score -5264884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5264883.500000 Penalty: 1032.133423
	Iteration 70Q: 3 clusters Score -5264884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5264883.500000 Penalty: 1032.133423
	Iteration 71F: 3 clusters Score -5264884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -28303.457031 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -28303.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27833.363281 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -27833.36 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27935.417969 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -27935.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27966.146484 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -27966.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27988.255859 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -27988.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28007.216797 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -28007.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28013.353516 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -28013.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28021.769531 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -28021.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28037.419922 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -28037.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28058.322266 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -28058.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28068.679688 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -28068.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28082.507812 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -28082.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28094.511719 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -28094.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28111.136719 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -28111.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28124.445312 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -28124.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28135.759766 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -28135.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28145.927734 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -28145.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28151.742188 Penalty: 562.569763
	Iteration 16Q: 3 clusters Score -28151.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28156.617188 Penalty: 562.569763
	Iteration 17Q: 3 clusters Score -28156.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28163.320312 Penalty: 562.569763
	Iteration 18Q: 3 clusters Score -28163.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28165.597656 Penalty: 562.569763
	Iteration 19Q: 3 clusters Score -28165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28170.199219 Penalty: 562.569763
	Iteration 20F: 3 clusters Score -28170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28176.843750 Penalty: 562.569763
	Iteration 21Q: 3 clusters Score -28176.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28178.974609 Penalty: 562.569763
	Iteration 22Q: 3 clusters Score -28178.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28181.113281 Penalty: 562.569763
	Iteration 23Q: 3 clusters Score -28181.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28183.152344 Penalty: 562.569763
	Iteration 24Q: 3 clusters Score -28183.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28185.150391 Penalty: 562.569763
	Iteration 25Q: 3 clusters Score -28185.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28186.312500 Penalty: 562.569763
	Iteration 26Q: 3 clusters Score -28186.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28186.312500 Penalty: 562.569763
	Iteration 27F: 3 clusters Score -28186.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -124442.218750 Penalty: 346.831207
	Iteration 0F: 2 clusters Score -124442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -122969.312500 Penalty: 693.662415
	Iteration 0F: 3 clusters Score -122969.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -123433.617188 Penalty: 693.662415
	Iteration 1F: 3 clusters Score -123433.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -123521.265625 Penalty: 693.662415
	Iteration 2F: 3 clusters Score -123521.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -123574.632812 Penalty: 693.662415
	Iteration 3F: 3 clusters Score -123574.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -123613.945312 Penalty: 693.662415
	Iteration 4Q: 3 clusters Score -123613.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -123659.703125 Penalty: 693.662415
	Iteration 5Q: 3 clusters Score -123659.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -123724.976562 Penalty: 693.662415
	Iteration 6Q: 3 clusters Score -123725 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -123810.289062 Penalty: 693.662415
	Iteration 7Q: 3 clusters Score -123810.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123910.054688 Penalty: 693.662415
	Iteration 8F: 3 clusters Score -123910.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -123975.929688 Penalty: 693.662415
	Iteration 9Q: 3 clusters Score -123975.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -124006.718750 Penalty: 693.662415
	Iteration 10Q: 3 clusters Score -124006.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124028.835938 Penalty: 693.662415
	Iteration 11Q: 3 clusters Score -124028.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124050.992188 Penalty: 693.662415
	Iteration 12Q: 3 clusters Score -124051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124074.992188 Penalty: 693.662415
	Iteration 13Q: 3 clusters Score -124075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -124106.101562 Penalty: 693.662415
	Iteration 14Q: 3 clusters Score -124106.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124132.953125 Penalty: 693.662415
	Iteration 15Q: 3 clusters Score -124133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124152.132812 Penalty: 693.662415
	Iteration 16Q: 3 clusters Score -124152.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124171.578125 Penalty: 693.662415
	Iteration 17Q: 3 clusters Score -124171.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124179.687500 Penalty: 693.662415
	Iteration 18Q: 3 clusters Score -124179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -124185.632812 Penalty: 693.662415
	Iteration 19Q: 3 clusters Score -124185.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124187.343750 Penalty: 693.662415
	Iteration 20F: 3 clusters Score -124187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124188.406250 Penalty: 693.662415
	Iteration 21Q: 3 clusters Score -124188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124190.882812 Penalty: 693.662415
	Iteration 22Q: 3 clusters Score -124190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124192.742188 Penalty: 693.662415
	Iteration 23Q: 3 clusters Score -124192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -124193.562500 Penalty: 693.662415
	Iteration 24Q: 3 clusters Score -124193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -124194.812500 Penalty: 693.662415
	Iteration 25Q: 3 clusters Score -124194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124196.859375 Penalty: 693.662415
	Iteration 26Q: 3 clusters Score -124196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124198.992188 Penalty: 693.662415
	Iteration 27Q: 3 clusters Score -124199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124200.054688 Penalty: 693.662415
	Iteration 28Q: 3 clusters Score -124200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124201.617188 Penalty: 693.662415
	Iteration 29Q: 3 clusters Score -124201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124203.601562 Penalty: 693.662415
	Iteration 30Q: 3 clusters Score -124203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124206.531250 Penalty: 693.662415
	Iteration 31Q: 3 clusters Score -124206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124210.554688 Penalty: 693.662415
	Iteration 32Q: 3 clusters Score -124210.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124218.906250 Penalty: 693.662415
	Iteration 33Q: 3 clusters Score -124218.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124223.234375 Penalty: 693.662415
	Iteration 34Q: 3 clusters Score -124223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124227.898438 Penalty: 693.662415
	Iteration 35Q: 3 clusters Score -124227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -124231.398438 Penalty: 693.662415
	Iteration 36Q: 3 clusters Score -124231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -124234.648438 Penalty: 693.662415
	Iteration 37Q: 3 clusters Score -124234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124236.789062 Penalty: 693.662415
	Iteration 38Q: 3 clusters Score -124236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -124238.539062 Penalty: 693.662415
	Iteration 39Q: 3 clusters Score -124238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -124239.500000 Penalty: 693.662415
	Iteration 40F: 3 clusters Score -124239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -124241.054688 Penalty: 693.662415
	Iteration 41Q: 3 clusters Score -124241.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -124241.820312 Penalty: 693.662415
	Iteration 42Q: 3 clusters Score -124241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -124242.554688 Penalty: 693.662415
	Iteration 43Q: 3 clusters Score -124242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -124243.398438 Penalty: 693.662415
	Iteration 44Q: 3 clusters Score -124243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -124243.710938 Penalty: 693.662415
	Iteration 45Q: 3 clusters Score -124243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -124244.507812 Penalty: 693.662415
	Iteration 46Q: 3 clusters Score -124244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -124247.085938 Penalty: 693.662415
	Iteration 47Q: 3 clusters Score -124247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -124249.093750 Penalty: 693.662415
	Iteration 48Q: 3 clusters Score -124249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -124250.039062 Penalty: 693.662415
	Iteration 49Q: 3 clusters Score -124250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -124250.664062 Penalty: 693.662415
	Iteration 50Q: 3 clusters Score -124250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -124251.656250 Penalty: 693.662415
	Iteration 51Q: 3 clusters Score -124251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -124251.656250 Penalty: 693.662415
	Iteration 52F: 3 clusters Score -124251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 77 members 
Entering Unmasked Estep 
Score: -9780.597656 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9780.598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9894.735352 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9894.735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9937.547852 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9937.548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9968.502930 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -9968.503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9979.296875 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -9979.297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9988.541016 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -9988.541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10000.178711 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10000.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10006.041016 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10006.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10006.041016 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -10006.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Entering Unmasked Estep 
Score: -5017653.500000 Penalty: 513.987793
	Iteration 0F: 2 clusters Score -5017654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -4963738.000000 Penalty: 1027.975586
	Iteration 0F: 3 clusters Score -4963738 nChanged 39067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4987948.000000 Penalty: 1027.975586
	Iteration 1F: 3 clusters Score -4987948 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4989738.000000 Penalty: 1027.975586
	Iteration 2Q: 3 clusters Score -4989738 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4992817.500000 Penalty: 1027.975586
	Iteration 3F: 3 clusters Score -4992818 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4997503.000000 Penalty: 1027.975586
	Iteration 4F: 3 clusters Score -4997503 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5002383.500000 Penalty: 1027.975586
	Iteration 5F: 3 clusters Score -5002384 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -5005616.000000 Penalty: 1027.975586
	Iteration 6F: 3 clusters Score -5005616 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5007168.000000 Penalty: 1027.975586
	Iteration 7Q: 3 clusters Score -5007168 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5008090.500000 Penalty: 1027.975586
	Iteration 8Q: 3 clusters Score -5008090 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -5009008.500000 Penalty: 1027.975586
	Iteration 9Q: 3 clusters Score -5009008 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5009976.000000 Penalty: 1027.975586
	Iteration 10Q: 3 clusters Score -5009976 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5010951.500000 Penalty: 1027.975586
	Iteration 11Q: 3 clusters Score -5010952 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5011873.000000 Penalty: 1027.975586
	Iteration 12Q: 3 clusters Score -5011873 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -5012851.500000 Penalty: 1027.975586
	Iteration 13Q: 3 clusters Score -5012852 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -5013626.000000 Penalty: 1027.975586
	Iteration 14Q: 3 clusters Score -5013626 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5014296.500000 Penalty: 1027.975586
	Iteration 15Q: 3 clusters Score -5014296 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5015050.500000 Penalty: 1027.975586
	Iteration 16Q: 3 clusters Score -5015050 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5015582.000000 Penalty: 1027.975586
	Iteration 17Q: 3 clusters Score -5015582 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5016010.000000 Penalty: 1027.975586
	Iteration 18Q: 3 clusters Score -5016010 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5016333.000000 Penalty: 1027.975586
	Iteration 19Q: 3 clusters Score -5016333 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5016583.000000 Penalty: 1027.975586
	Iteration 20F: 3 clusters Score -5016583 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5016752.500000 Penalty: 1027.975586
	Iteration 21Q: 3 clusters Score -5016752 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5016879.000000 Penalty: 1027.975586
	Iteration 22Q: 3 clusters Score -5016879 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5016956.000000 Penalty: 1027.975586
	Iteration 23Q: 3 clusters Score -5016956 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5017021.500000 Penalty: 1027.975586
	Iteration 24Q: 3 clusters Score -5017022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5017064.000000 Penalty: 1027.975586
	Iteration 25Q: 3 clusters Score -5017064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5017106.500000 Penalty: 1027.975586
	Iteration 26Q: 3 clusters Score -5017106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5017142.000000 Penalty: 1027.975586
	Iteration 27Q: 3 clusters Score -5017142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5017149.000000 Penalty: 1027.975586
	Iteration 28Q: 3 clusters Score -5017149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5017173.000000 Penalty: 1027.975586
	Iteration 29Q: 3 clusters Score -5017173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5017188.000000 Penalty: 1027.975586
	Iteration 30Q: 3 clusters Score -5017188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5017221.500000 Penalty: 1027.975586
	Iteration 31Q: 3 clusters Score -5017222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5017241.500000 Penalty: 1027.975586
	Iteration 32Q: 3 clusters Score -5017242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5017263.000000 Penalty: 1027.975586
	Iteration 33Q: 3 clusters Score -5017263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5017268.000000 Penalty: 1027.975586
	Iteration 34Q: 3 clusters Score -5017268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5017263.000000 Penalty: 1027.975586
	Iteration 35Q: 3 clusters Score -5017263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5017269.000000 Penalty: 1027.975586
	Iteration 36Q: 3 clusters Score -5017269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5017267.500000 Penalty: 1027.975586
	Iteration 37Q: 3 clusters Score -5017268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5017275.000000 Penalty: 1027.975586
	Iteration 38Q: 3 clusters Score -5017275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5017270.000000 Penalty: 1027.975586
	Iteration 39Q: 3 clusters Score -5017270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5017265.500000 Penalty: 1027.975586
	Iteration 40F: 3 clusters Score -5017266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5017269.000000 Penalty: 1027.975586
	Iteration 41Q: 3 clusters Score -5017269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5017273.500000 Penalty: 1027.975586
	Iteration 42Q: 3 clusters Score -5017274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5017272.000000 Penalty: 1027.975586
	Iteration 43Q: 3 clusters Score -5017272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5017280.000000 Penalty: 1027.975586
	Iteration 44Q: 3 clusters Score -5017280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5017277.500000 Penalty: 1027.975586
	Iteration 45Q: 3 clusters Score -5017278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5017279.000000 Penalty: 1027.975586
	Iteration 46Q: 3 clusters Score -5017279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5017281.500000 Penalty: 1027.975586
	Iteration 47Q: 3 clusters Score -5017282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5017286.500000 Penalty: 1027.975586
	Iteration 48Q: 3 clusters Score -5017286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5017291.500000 Penalty: 1027.975586
	Iteration 49Q: 3 clusters Score -5017292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5017291.000000 Penalty: 1027.975586
	Iteration 50Q: 3 clusters Score -5017291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5017291.000000 Penalty: 1027.975586
	Iteration 51Q: 3 clusters Score -5017291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5017286.000000 Penalty: 1027.975586
	Iteration 52Q: 3 clusters Score -5017286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5017295.500000 Penalty: 1027.975586
	Iteration 53Q: 3 clusters Score -5017296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5017298.500000 Penalty: 1027.975586
	Iteration 54Q: 3 clusters Score -5017298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5017301.000000 Penalty: 1027.975586
	Iteration 55Q: 3 clusters Score -5017301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5017306.500000 Penalty: 1027.975586
	Iteration 56Q: 3 clusters Score -5017306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5017302.000000 Penalty: 1027.975586
	Iteration 57Q: 3 clusters Score -5017302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5017300.500000 Penalty: 1027.975586
	Iteration 58Q: 3 clusters Score -5017300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5017302.000000 Penalty: 1027.975586
	Iteration 59Q: 3 clusters Score -5017302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5017297.500000 Penalty: 1027.975586
	Iteration 60F: 3 clusters Score -5017298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5017299.500000 Penalty: 1027.975586
	Iteration 61Q: 3 clusters Score -5017300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5017298.500000 Penalty: 1027.975586
	Iteration 62Q: 3 clusters Score -5017298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5017297.500000 Penalty: 1027.975586
	Iteration 63Q: 3 clusters Score -5017298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5017299.500000 Penalty: 1027.975586
	Iteration 64Q: 3 clusters Score -5017300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5017301.500000 Penalty: 1027.975586
	Iteration 65Q: 3 clusters Score -5017302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5017301.500000 Penalty: 1027.975586
	Iteration 66F: 3 clusters Score -5017302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37561.390625 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37561.39 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37795.980469 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37795.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37873.816406 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37873.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37929.632812 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -37929.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37968.644531 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -37968.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38010.320312 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -38010.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38045.593750 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38045.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38084.515625 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38084.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38129.925781 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38129.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38188.867188 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38188.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38210.109375 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38210.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38216.589844 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38216.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38218.496094 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38220.042969 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38220.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38222.726562 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -38222.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38225.355469 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -38225.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38227.832031 Penalty: 586.126160
	Iteration 16Q: 3 clusters Score -38227.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38228.328125 Penalty: 586.126160
	Iteration 17Q: 3 clusters Score -38228.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38230.292969 Penalty: 586.126160
	Iteration 18Q: 3 clusters Score -38230.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38230.562500 Penalty: 586.126160
	Iteration 19Q: 3 clusters Score -38230.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38231.847656 Penalty: 586.126160
	Iteration 20F: 3 clusters Score -38231.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38234.960938 Penalty: 586.126160
	Iteration 21Q: 3 clusters Score -38234.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38235.890625 Penalty: 586.126160
	Iteration 22Q: 3 clusters Score -38235.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38235.890625 Penalty: 586.126160
	Iteration 23F: 3 clusters Score -38235.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 324 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 303 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299276.000000 Penalty: 44907.519531
Splitting cluster 10 changes total score from -53299676.000000 to -53299276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 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 136 members 
Entering Unmasked Estep 
Score: -18236.203125 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18236.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18324.662109 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18324.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18348.695312 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18348.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18373.894531 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18373.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18390.189453 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18390.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18403.261719 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18403.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18407.863281 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18407.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18407.863281 Penalty: 517.822693
	Iteration 7F: 3 clusters Score -18407.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Entering Unmasked Estep 
Score: -4607352.500000 Penalty: 510.751007
	Iteration 0F: 2 clusters Score -4607352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -4557030.500000 Penalty: 1021.502014
	Iteration 0F: 3 clusters Score -4557030 nChanged 36302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -4580166.000000 Penalty: 1021.502014
	Iteration 1F: 3 clusters Score -4580166 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4582821.500000 Penalty: 1021.502014
	Iteration 2F: 3 clusters Score -4582822 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -4586668.500000 Penalty: 1021.502014
	Iteration 3F: 3 clusters Score -4586668 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4591257.000000 Penalty: 1021.502014
	Iteration 4F: 3 clusters Score -4591257 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -4594584.000000 Penalty: 1021.502014
	Iteration 5F: 3 clusters Score -4594584 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -4595957.000000 Penalty: 1021.502014
	Iteration 6Q: 3 clusters Score -4595957 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -4596440.000000 Penalty: 1021.502014
	Iteration 7Q: 3 clusters Score -4596440 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -4596704.000000 Penalty: 1021.502014
	Iteration 8Q: 3 clusters Score -4596704 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -4596869.000000 Penalty: 1021.502014
	Iteration 9Q: 3 clusters Score -4596869 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -4597021.000000 Penalty: 1021.502014
	Iteration 10Q: 3 clusters Score -4597021 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -4597252.500000 Penalty: 1021.502014
	Iteration 11Q: 3 clusters Score -4597252 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -4597392.000000 Penalty: 1021.502014
	Iteration 12Q: 3 clusters Score -4597392 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -4597570.500000 Penalty: 1021.502014
	Iteration 13Q: 3 clusters Score -4597570 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -4597717.500000 Penalty: 1021.502014
	Iteration 14Q: 3 clusters Score -4597718 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -4597886.500000 Penalty: 1021.502014
	Iteration 15Q: 3 clusters Score -4597886 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -4598029.000000 Penalty: 1021.502014
	Iteration 16Q: 3 clusters Score -4598029 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -4598168.500000 Penalty: 1021.502014
	Iteration 17Q: 3 clusters Score -4598168 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -4598278.000000 Penalty: 1021.502014
	Iteration 18Q: 3 clusters Score -4598278 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -4598417.000000 Penalty: 1021.502014
	Iteration 19Q: 3 clusters Score -4598417 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -4598548.500000 Penalty: 1021.502014
	Iteration 20F: 3 clusters Score -4598548 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -4598682.500000 Penalty: 1021.502014
	Iteration 21Q: 3 clusters Score -4598682 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -4598824.000000 Penalty: 1021.502014
	Iteration 22Q: 3 clusters Score -4598824 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -4598971.500000 Penalty: 1021.502014
	Iteration 23Q: 3 clusters Score -4598972 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -4599116.500000 Penalty: 1021.502014
	Iteration 24Q: 3 clusters Score -4599116 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -4599302.000000 Penalty: 1021.502014
	Iteration 25Q: 3 clusters Score -4599302 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -4599490.000000 Penalty: 1021.502014
	Iteration 26Q: 3 clusters Score -4599490 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -4599660.000000 Penalty: 1021.502014
	Iteration 27Q: 3 clusters Score -4599660 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -4599825.000000 Penalty: 1021.502014
	Iteration 28Q: 3 clusters Score -4599825 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -4599978.500000 Penalty: 1021.502014
	Iteration 29Q: 3 clusters Score -4599978 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -4600174.000000 Penalty: 1021.502014
	Iteration 30Q: 3 clusters Score -4600174 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -4600333.500000 Penalty: 1021.502014
	Iteration 31Q: 3 clusters Score -4600334 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -4600554.000000 Penalty: 1021.502014
	Iteration 32Q: 3 clusters Score -4600554 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -4600789.500000 Penalty: 1021.502014
	Iteration 33Q: 3 clusters Score -4600790 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -4601043.500000 Penalty: 1021.502014
	Iteration 34Q: 3 clusters Score -4601044 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -4601355.500000 Penalty: 1021.502014
	Iteration 35Q: 3 clusters Score -4601356 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -4601688.000000 Penalty: 1021.502014
	Iteration 36Q: 3 clusters Score -4601688 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -4602036.000000 Penalty: 1021.502014
	Iteration 37Q: 3 clusters Score -4602036 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -4602459.000000 Penalty: 1021.502014
	Iteration 38Q: 3 clusters Score -4602459 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -4602837.500000 Penalty: 1021.502014
	Iteration 39Q: 3 clusters Score -4602838 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -4603281.500000 Penalty: 1021.502014
	Iteration 40F: 3 clusters Score -4603282 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -4603732.500000 Penalty: 1021.502014
	Iteration 41Q: 3 clusters Score -4603732 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -4604142.500000 Penalty: 1021.502014
	Iteration 42Q: 3 clusters Score -4604142 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -4604559.000000 Penalty: 1021.502014
	Iteration 43Q: 3 clusters Score -4604559 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -4604949.500000 Penalty: 1021.502014
	Iteration 44Q: 3 clusters Score -4604950 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -4605338.500000 Penalty: 1021.502014
	Iteration 45Q: 3 clusters Score -4605338 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -4605612.500000 Penalty: 1021.502014
	Iteration 46Q: 3 clusters Score -4605612 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -4605865.000000 Penalty: 1021.502014
	Iteration 47Q: 3 clusters Score -4605865 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -4606058.000000 Penalty: 1021.502014
	Iteration 48Q: 3 clusters Score -4606058 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -4606241.500000 Penalty: 1021.502014
	Iteration 49Q: 3 clusters Score -4606242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -4606395.500000 Penalty: 1021.502014
	Iteration 50Q: 3 clusters Score -4606396 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -4606523.500000 Penalty: 1021.502014
	Iteration 51Q: 3 clusters Score -4606524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -4606619.500000 Penalty: 1021.502014
	Iteration 52Q: 3 clusters Score -4606620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -4606679.000000 Penalty: 1021.502014
	Iteration 53Q: 3 clusters Score -4606679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -4606729.000000 Penalty: 1021.502014
	Iteration 54Q: 3 clusters Score -4606729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -4606760.500000 Penalty: 1021.502014
	Iteration 55Q: 3 clusters Score -4606760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -4606792.500000 Penalty: 1021.502014
	Iteration 56Q: 3 clusters Score -4606792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -4606820.000000 Penalty: 1021.502014
	Iteration 57Q: 3 clusters Score -4606820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -4606848.500000 Penalty: 1021.502014
	Iteration 58Q: 3 clusters Score -4606848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -4606864.000000 Penalty: 1021.502014
	Iteration 59Q: 3 clusters Score -4606864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -4606874.000000 Penalty: 1021.502014
	Iteration 60F: 3 clusters Score -4606874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -4606885.500000 Penalty: 1021.502014
	Iteration 61Q: 3 clusters Score -4606886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -4606898.000000 Penalty: 1021.502014
	Iteration 62Q: 3 clusters Score -4606898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -4606909.500000 Penalty: 1021.502014
	Iteration 63Q: 3 clusters Score -4606910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -4606913.000000 Penalty: 1021.502014
	Iteration 64Q: 3 clusters Score -4606913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -4606929.000000 Penalty: 1021.502014
	Iteration 65Q: 3 clusters Score -4606929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -4606933.500000 Penalty: 1021.502014
	Iteration 66Q: 3 clusters Score -4606934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -4606936.500000 Penalty: 1021.502014
	Iteration 67Q: 3 clusters Score -4606936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -4606940.500000 Penalty: 1021.502014
	Iteration 68Q: 3 clusters Score -4606940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -4606945.000000 Penalty: 1021.502014
	Iteration 69Q: 3 clusters Score -4606945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -4606948.000000 Penalty: 1021.502014
	Iteration 70Q: 3 clusters Score -4606948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -4606953.500000 Penalty: 1021.502014
	Iteration 71Q: 3 clusters Score -4606954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -4606958.000000 Penalty: 1021.502014
	Iteration 72Q: 3 clusters Score -4606958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -4606966.000000 Penalty: 1021.502014
	Iteration 73Q: 3 clusters Score -4606966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -4606972.500000 Penalty: 1021.502014
	Iteration 74Q: 3 clusters Score -4606972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -4606977.500000 Penalty: 1021.502014
	Iteration 75Q: 3 clusters Score -4606978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -4606980.500000 Penalty: 1021.502014
	Iteration 76Q: 3 clusters Score -4606980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -4606982.000000 Penalty: 1021.502014
	Iteration 77Q: 3 clusters Score -4606982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -4606980.000000 Penalty: 1021.502014
	Iteration 78Q: 3 clusters Score -4606980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -4606983.500000 Penalty: 1021.502014
	Iteration 79Q: 3 clusters Score -4606984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -4606988.000000 Penalty: 1021.502014
	Iteration 80F: 3 clusters Score -4606988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -4606989.000000 Penalty: 1021.502014
	Iteration 81Q: 3 clusters Score -4606989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -4606990.000000 Penalty: 1021.502014
	Iteration 82Q: 3 clusters Score -4606990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -4606989.500000 Penalty: 1021.502014
	Iteration 83Q: 3 clusters Score -4606990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -4606989.500000 Penalty: 1021.502014
	Iteration 84F: 3 clusters Score -4606990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -171121.250000 Penalty: 360.627563
	Iteration 0F: 2 clusters Score -171121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -169214.343750 Penalty: 721.255127
	Iteration 0F: 3 clusters Score -169214.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -170094.171875 Penalty: 721.255127
	Iteration 1F: 3 clusters Score -170094.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -170431.203125 Penalty: 721.255127
	Iteration 2F: 3 clusters Score -170431.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -170712.156250 Penalty: 721.255127
	Iteration 3F: 3 clusters Score -170712.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -170878.171875 Penalty: 721.255127
	Iteration 4F: 3 clusters Score -170878.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -170976.828125 Penalty: 721.255127
	Iteration 5Q: 3 clusters Score -170976.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -171007.312500 Penalty: 721.255127
	Iteration 6Q: 3 clusters Score -171007.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -171015.578125 Penalty: 721.255127
	Iteration 7Q: 3 clusters Score -171015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -171019.406250 Penalty: 721.255127
	Iteration 8Q: 3 clusters Score -171019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -171020.156250 Penalty: 721.255127
	Iteration 9Q: 3 clusters Score -171020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -171021.078125 Penalty: 721.255127
	Iteration 10Q: 3 clusters Score -171021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -171021.078125 Penalty: 721.255127
	Iteration 11Q: 3 clusters Score -171021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -171021.031250 Penalty: 721.255127
	Iteration 12Q: 3 clusters Score -171021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -171021.031250 Penalty: 721.255127
	Iteration 13F: 3 clusters Score -171021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -82155.312500 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82155.31 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -82650.820312 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82650.82 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -82845.867188 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82845.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -83006.320312 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -83006.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -83095.171875 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -83095.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -83140.453125 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -83140.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -83167.484375 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -83167.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -83180.335938 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83180.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -83188.835938 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83188.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -83193.742188 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83193.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -83196.429688 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83196.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -83198.140625 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83198.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -83198.226562 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83198.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -83198.226562 Penalty: 651.919128
	Iteration 13F: 3 clusters Score -83198.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 766 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299352.000000 Penalty: 44907.519531
Splitting cluster 14 changes total score from -53299676.000000 to -53299352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (86460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Entering Unmasked Estep 
Score: -5404227.500000 Penalty: 517.218384
	Iteration 0F: 2 clusters Score -5404228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5347870.500000 Penalty: 1034.436768
	Iteration 0F: 3 clusters Score -5347870 nChanged 42194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5375664.000000 Penalty: 1034.436768
	Iteration 1F: 3 clusters Score -5375664 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -5378424.000000 Penalty: 1034.436768
	Iteration 2Q: 3 clusters Score -5378424 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -5382687.000000 Penalty: 1034.436768
	Iteration 3F: 3 clusters Score -5382687 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -5387769.000000 Penalty: 1034.436768
	Iteration 4F: 3 clusters Score -5387769 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -5392947.500000 Penalty: 1034.436768
	Iteration 5F: 3 clusters Score -5392948 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -5396928.500000 Penalty: 1034.436768
	Iteration 6F: 3 clusters Score -5396928 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -5399544.000000 Penalty: 1034.436768
	Iteration 7Q: 3 clusters Score -5399544 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -5401106.000000 Penalty: 1034.436768
	Iteration 8Q: 3 clusters Score -5401106 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -5402012.500000 Penalty: 1034.436768
	Iteration 9Q: 3 clusters Score -5402012 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -5402539.500000 Penalty: 1034.436768
	Iteration 10Q: 3 clusters Score -5402540 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -5402869.500000 Penalty: 1034.436768
	Iteration 11Q: 3 clusters Score -5402870 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -5403106.000000 Penalty: 1034.436768
	Iteration 12Q: 3 clusters Score -5403106 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -5403278.000000 Penalty: 1034.436768
	Iteration 13Q: 3 clusters Score -5403278 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -5403398.500000 Penalty: 1034.436768
	Iteration 14Q: 3 clusters Score -5403398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -5403498.000000 Penalty: 1034.436768
	Iteration 15Q: 3 clusters Score -5403498 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -5403589.500000 Penalty: 1034.436768
	Iteration 16Q: 3 clusters Score -5403590 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -5403624.500000 Penalty: 1034.436768
	Iteration 17Q: 3 clusters Score -5403624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -5403676.500000 Penalty: 1034.436768
	Iteration 18Q: 3 clusters Score -5403676 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -5403731.500000 Penalty: 1034.436768
	Iteration 19Q: 3 clusters Score -5403732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -5403763.000000 Penalty: 1034.436768
	Iteration 20F: 3 clusters Score -5403763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -5403767.000000 Penalty: 1034.436768
	Iteration 21Q: 3 clusters Score -5403767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -5403784.000000 Penalty: 1034.436768
	Iteration 22Q: 3 clusters Score -5403784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -5403787.000000 Penalty: 1034.436768
	Iteration 23Q: 3 clusters Score -5403787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -5403798.500000 Penalty: 1034.436768
	Iteration 24Q: 3 clusters Score -5403798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -5403809.000000 Penalty: 1034.436768
	Iteration 25Q: 3 clusters Score -5403809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -5403816.000000 Penalty: 1034.436768
	Iteration 26Q: 3 clusters Score -5403816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -5403821.500000 Penalty: 1034.436768
	Iteration 27Q: 3 clusters Score -5403822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -5403836.000000 Penalty: 1034.436768
	Iteration 28Q: 3 clusters Score -5403836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -5403856.000000 Penalty: 1034.436768
	Iteration 29Q: 3 clusters Score -5403856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -5403854.000000 Penalty: 1034.436768
	Iteration 30Q: 3 clusters Score -5403854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -5403858.500000 Penalty: 1034.436768
	Iteration 31Q: 3 clusters Score -5403858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -5403858.000000 Penalty: 1034.436768
	Iteration 32Q: 3 clusters Score -5403858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -5403860.500000 Penalty: 1034.436768
	Iteration 33Q: 3 clusters Score -5403860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -5403861.500000 Penalty: 1034.436768
	Iteration 34Q: 3 clusters Score -5403862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -5403858.500000 Penalty: 1034.436768
	Iteration 35Q: 3 clusters Score -5403858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -5403864.000000 Penalty: 1034.436768
	Iteration 36Q: 3 clusters Score -5403864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -5403859.500000 Penalty: 1034.436768
	Iteration 37Q: 3 clusters Score -5403860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -5403865.500000 Penalty: 1034.436768
	Iteration 38Q: 3 clusters Score -5403866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -5403866.500000 Penalty: 1034.436768
	Iteration 39Q: 3 clusters Score -5403866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -5403865.000000 Penalty: 1034.436768
	Iteration 40F: 3 clusters Score -5403865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -5403861.000000 Penalty: 1034.436768
	Iteration 41Q: 3 clusters Score -5403861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -5403862.000000 Penalty: 1034.436768
	Iteration 42Q: 3 clusters Score -5403862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -5403861.000000 Penalty: 1034.436768
	Iteration 43Q: 3 clusters Score -5403861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -5403860.500000 Penalty: 1034.436768
	Iteration 44Q: 3 clusters Score -5403860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -5403862.000000 Penalty: 1034.436768
	Iteration 45Q: 3 clusters Score -5403862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -5403861.500000 Penalty: 1034.436768
	Iteration 46Q: 3 clusters Score -5403862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -5403865.000000 Penalty: 1034.436768
	Iteration 47Q: 3 clusters Score -5403865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -5403863.000000 Penalty: 1034.436768
	Iteration 48Q: 3 clusters Score -5403863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -5403861.500000 Penalty: 1034.436768
	Iteration 49Q: 3 clusters Score -5403862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -5403864.500000 Penalty: 1034.436768
	Iteration 50Q: 3 clusters Score -5403864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -5403864.500000 Penalty: 1034.436768
	Iteration 51F: 3 clusters Score -5403864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -10315.739258 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -10315.74 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 106 members 
Entering Unmasked Estep 
Score: -10033.008789 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -10033.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10116.533203 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -10116.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10161.672852 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -10161.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10182.819336 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -10182.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10202.815430 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -10202.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10211.598633 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -10211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10225.172852 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -10225.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10225.961914 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -10225.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10225.961914 Penalty: 491.643646
	Iteration 8F: 3 clusters Score -10225.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -240571.343750 Penalty: 377.276764
	Iteration 0F: 2 clusters Score -240571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -237811.406250 Penalty: 754.553528
	Iteration 0F: 3 clusters Score -237811.4 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -238802.765625 Penalty: 754.553528
	Iteration 1F: 3 clusters Score -238802.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -238949.390625 Penalty: 754.553528
	Iteration 2F: 3 clusters Score -238949.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -239106.296875 Penalty: 754.553528
	Iteration 3F: 3 clusters Score -239106.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -239297.390625 Penalty: 754.553528
	Iteration 4F: 3 clusters Score -239297.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -239508.875000 Penalty: 754.553528
	Iteration 5F: 3 clusters Score -239508.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -239709.390625 Penalty: 754.553528
	Iteration 6F: 3 clusters Score -239709.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -239880.328125 Penalty: 754.553528
	Iteration 7F: 3 clusters Score -239880.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -240010.250000 Penalty: 754.553528
	Iteration 8Q: 3 clusters Score -240010.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -240090.703125 Penalty: 754.553528
	Iteration 9Q: 3 clusters Score -240090.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -240199.859375 Penalty: 754.553528
	Iteration 10Q: 3 clusters Score -240199.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -240267.921875 Penalty: 754.553528
	Iteration 11Q: 3 clusters Score -240267.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -240310.140625 Penalty: 754.553528
	Iteration 12Q: 3 clusters Score -240310.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -240321.296875 Penalty: 754.553528
	Iteration 13Q: 3 clusters Score -240321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -240327.734375 Penalty: 754.553528
	Iteration 14Q: 3 clusters Score -240327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -240329.593750 Penalty: 754.553528
	Iteration 15Q: 3 clusters Score -240329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -240330.843750 Penalty: 754.553528
	Iteration 16Q: 3 clusters Score -240330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -240331.593750 Penalty: 754.553528
	Iteration 17Q: 3 clusters Score -240331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -240332.078125 Penalty: 754.553528
	Iteration 18Q: 3 clusters Score -240332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -240333.234375 Penalty: 754.553528
	Iteration 19Q: 3 clusters Score -240333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -240334.015625 Penalty: 754.553528
	Iteration 20F: 3 clusters Score -240334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Entering Unmasked Estep 
Score: -5177093.000000 Penalty: 515.478882
	Iteration 0F: 2 clusters Score -5177093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5121729.500000 Penalty: 1030.957764
	Iteration 0F: 3 clusters Score -5121730 nChanged 40639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5146574.000000 Penalty: 1030.957764
	Iteration 1F: 3 clusters Score -5146574 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -5147446.500000 Penalty: 1030.957764
	Iteration 2Q: 3 clusters Score -5147446 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5148756.000000 Penalty: 1030.957764
	Iteration 3Q: 3 clusters Score -5148756 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5150787.500000 Penalty: 1030.957764
	Iteration 4Q: 3 clusters Score -5150788 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -5154218.000000 Penalty: 1030.957764
	Iteration 5F: 3 clusters Score -5154218 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5158671.500000 Penalty: 1030.957764
	Iteration 6F: 3 clusters Score -5158672 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -5161556.500000 Penalty: 1030.957764
	Iteration 7F: 3 clusters Score -5161556 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -5162380.000000 Penalty: 1030.957764
	Iteration 8Q: 3 clusters Score -5162380 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5162569.000000 Penalty: 1030.957764
	Iteration 9Q: 3 clusters Score -5162569 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5162649.500000 Penalty: 1030.957764
	Iteration 10Q: 3 clusters Score -5162650 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5162687.000000 Penalty: 1030.957764
	Iteration 11Q: 3 clusters Score -5162687 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5162725.000000 Penalty: 1030.957764
	Iteration 12Q: 3 clusters Score -5162725 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5162790.500000 Penalty: 1030.957764
	Iteration 13Q: 3 clusters Score -5162790 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5162827.500000 Penalty: 1030.957764
	Iteration 14Q: 3 clusters Score -5162828 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5162872.000000 Penalty: 1030.957764
	Iteration 15Q: 3 clusters Score -5162872 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5162924 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5163049 nChanged 497
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Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5163181 nChanged 533
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Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5163268 nChanged 589
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Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5163334 nChanged 620
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Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5163421 nChanged 673
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Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5163522 nChanged 700
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Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5163660 nChanged 743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5163792 nChanged 785
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Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5163945 nChanged 891
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Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5164139 nChanged 941
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Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5164386 nChanged 1084
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Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5164685 nChanged 1193
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Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5165086 nChanged 1283
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Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5165568 nChanged 1400
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Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5166173 nChanged 1525
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Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5166904 nChanged 1581
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Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5167682 nChanged 1605
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Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5168510 nChanged 1563
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Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5169296 nChanged 1463
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Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5170002 nChanged 1412
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Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5170738 nChanged 1352
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Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5171290 nChanged 1248
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Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5171796 nChanged 1111
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Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5172178 nChanged 965
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Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5172498 nChanged 841
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Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5172955 nChanged 730
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Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5173135 nChanged 654
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Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5173283 nChanged 558
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5173482 nChanged 513
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5173680 nChanged 503
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Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5173733 nChanged 455
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Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5173824 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63808 members 
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Mstep: Class 1 contains 64216 members 
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	Iteration 57Q: 3 clusters Score -5173960 nChanged 431
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Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5174036 nChanged 424
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Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 18160 members 
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	Iteration 59Q: 3 clusters Score -5174067 nChanged 425
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Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 17739 members 
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	Iteration 60F: 3 clusters Score -5174148 nChanged 461
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Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5174212 nChanged 463
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Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 16819 members 
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	Iteration 62Q: 3 clusters Score -5174263 nChanged 440
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Mstep: Class 1 contains 66836 members 
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Mstep: Class 1 contains 67285 members 
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	Iteration 64Q: 3 clusters Score -5174400 nChanged 436
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Mstep: Class 1 contains 68133 members 
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Mstep: Class 1 contains 68539 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5174502 nChanged 430
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5174647 nChanged 445
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Mstep: Class 1 contains 69889 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5174716 nChanged 431
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Mstep: Class 1 contains 70320 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5174756 nChanged 452
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Mstep: Class 1 contains 70772 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5174830 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71231 members 
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Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 11525 members 
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	Iteration 75Q: 3 clusters Score -5175104 nChanged 396
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Mstep: Class 1 contains 72532 members 
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Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 9859 members 
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	Iteration 78Q: 3 clusters Score -5175296 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73776 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5175362 nChanged 412
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Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5175462 nChanged 429
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Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 8600 members 
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	Iteration 81Q: 3 clusters Score -5175550 nChanged 434
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Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5175643 nChanged 436
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5176272 nChanged 488
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Mstep: Class 1 contains 79311 members 
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	Iteration 91Q: 3 clusters Score -5176406 nChanged 412
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Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 3494 members 
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	Iteration 92Q: 3 clusters Score -5176440 nChanged 403
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Mstep: Class 1 contains 80126 members 
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Mstep: Class 2 contains 2696 members 
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Mstep: Class 2 contains 2114 members 
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Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5176676 nChanged 206
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Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5176714 nChanged 152
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Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5176708 nChanged 161
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Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5176722 nChanged 122
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Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5176715 nChanged 94
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Mstep: Class 1 contains 82240 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5176725 nChanged 99
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5176726 nChanged 72
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Mstep: Class 1 contains 82481 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5176726 nChanged 53
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Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5176733 nChanged 42
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Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5176739.500000 Penalty: 1030.957764
	Iteration 108Q: 3 clusters Score -5176740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5176744.500000 Penalty: 1030.957764
	Iteration 109Q: 3 clusters Score -5176744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5176745.000000 Penalty: 1030.957764
	Iteration 110Q: 3 clusters Score -5176745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5176745.500000 Penalty: 1030.957764
	Iteration 111Q: 3 clusters Score -5176746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5176752.500000 Penalty: 1030.957764
	Iteration 112Q: 3 clusters Score -5176752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5176756.000000 Penalty: 1030.957764
	Iteration 113Q: 3 clusters Score -5176756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5176747.500000 Penalty: 1030.957764
	Iteration 114Q: 3 clusters Score -5176748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5176746.500000 Penalty: 1030.957764
	Iteration 115Q: 3 clusters Score -5176746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5176744.500000 Penalty: 1030.957764
	Iteration 116Q: 3 clusters Score -5176744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5176745.500000 Penalty: 1030.957764
	Iteration 117Q: 3 clusters Score -5176746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5176741.500000 Penalty: 1030.957764
	Iteration 118Q: 3 clusters Score -5176742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5176746.000000 Penalty: 1030.957764
	Iteration 119Q: 3 clusters Score -5176746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5176748.500000 Penalty: 1030.957764
	Iteration 120F: 3 clusters Score -5176748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5176754.500000 Penalty: 1030.957764
	Iteration 121Q: 3 clusters Score -5176754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5176751.500000 Penalty: 1030.957764
	Iteration 122Q: 3 clusters Score -5176752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5176750.500000 Penalty: 1030.957764
	Iteration 123Q: 3 clusters Score -5176750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5176751.000000 Penalty: 1030.957764
	Iteration 124Q: 3 clusters Score -5176751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82882 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5176753.000000 Penalty: 1030.957764
	Iteration 125Q: 3 clusters Score -5176753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5176752.500000 Penalty: 1030.957764
	Iteration 126Q: 3 clusters Score -5176752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5176748.500000 Penalty: 1030.957764
	Iteration 127Q: 3 clusters Score -5176748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5176751.000000 Penalty: 1030.957764
	Iteration 128Q: 3 clusters Score -5176751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5176751.000000 Penalty: 1030.957764
	Iteration 129Q: 3 clusters Score -5176751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5176748.000000 Penalty: 1030.957764
	Iteration 130Q: 3 clusters Score -5176748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5176748.500000 Penalty: 1030.957764
	Iteration 131Q: 3 clusters Score -5176748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5176749.500000 Penalty: 1030.957764
	Iteration 132Q: 3 clusters Score -5176750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5176743.500000 Penalty: 1030.957764
	Iteration 133Q: 3 clusters Score -5176744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5176745.000000 Penalty: 1030.957764
	Iteration 134Q: 3 clusters Score -5176745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5176747.000000 Penalty: 1030.957764
	Iteration 135Q: 3 clusters Score -5176747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5176746.500000 Penalty: 1030.957764
	Iteration 136Q: 3 clusters Score -5176746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5176748.000000 Penalty: 1030.957764
	Iteration 137Q: 3 clusters Score -5176748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5176747.000000 Penalty: 1030.957764
	Iteration 138Q: 3 clusters Score -5176747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5176750.000000 Penalty: 1030.957764
	Iteration 139Q: 3 clusters Score -5176750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5176746.500000 Penalty: 1030.957764
	Iteration 140F: 3 clusters Score -5176746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5176747.500000 Penalty: 1030.957764
	Iteration 141Q: 3 clusters Score -5176748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5176749.000000 Penalty: 1030.957764
	Iteration 142Q: 3 clusters Score -5176749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5176745.000000 Penalty: 1030.957764
	Iteration 143Q: 3 clusters Score -5176745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5176745.000000 Penalty: 1030.957764
	Iteration 144F: 3 clusters Score -5176745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Entering Unmasked Estep 
Score: -4563502.000000 Penalty: 510.478424
	Iteration 0F: 2 clusters Score -4563502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4513138.000000 Penalty: 1020.956848
	Iteration 0F: 3 clusters Score -4513138 nChanged 36378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4535832.500000 Penalty: 1020.956848
	Iteration 1F: 3 clusters Score -4535832 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4536919.000000 Penalty: 1020.956848
	Iteration 2Q: 3 clusters Score -4536919 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4538549.000000 Penalty: 1020.956848
	Iteration 3Q: 3 clusters Score -4538549 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4541050.500000 Penalty: 1020.956848
	Iteration 4F: 3 clusters Score -4541050 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4544580.000000 Penalty: 1020.956848
	Iteration 5F: 3 clusters Score -4544580 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4549032.500000 Penalty: 1020.956848
	Iteration 6F: 3 clusters Score -4549032 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4553062.000000 Penalty: 1020.956848
	Iteration 7F: 3 clusters Score -4553062 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4555736.500000 Penalty: 1020.956848
	Iteration 8Q: 3 clusters Score -4555736 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4557193.000000 Penalty: 1020.956848
	Iteration 9Q: 3 clusters Score -4557193 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63426 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4558065.500000 Penalty: 1020.956848
	Iteration 10Q: 3 clusters Score -4558066 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4558655.000000 Penalty: 1020.956848
	Iteration 11Q: 3 clusters Score -4558655 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4559176.000000 Penalty: 1020.956848
	Iteration 12Q: 3 clusters Score -4559176 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4559639.500000 Penalty: 1020.956848
	Iteration 13Q: 3 clusters Score -4559640 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4560061.000000 Penalty: 1020.956848
	Iteration 14Q: 3 clusters Score -4560061 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4560462.000000 Penalty: 1020.956848
	Iteration 15Q: 3 clusters Score -4560462 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4560852.500000 Penalty: 1020.956848
	Iteration 16Q: 3 clusters Score -4560852 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4561204.500000 Penalty: 1020.956848
	Iteration 17Q: 3 clusters Score -4561204 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4561570.500000 Penalty: 1020.956848
	Iteration 18Q: 3 clusters Score -4561570 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4561893.500000 Penalty: 1020.956848
	Iteration 19Q: 3 clusters Score -4561894 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4562129.500000 Penalty: 1020.956848
	Iteration 20F: 3 clusters Score -4562130 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4562314.000000 Penalty: 1020.956848
	Iteration 21Q: 3 clusters Score -4562314 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4562489.500000 Penalty: 1020.956848
	Iteration 22Q: 3 clusters Score -4562490 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4562625.000000 Penalty: 1020.956848
	Iteration 23Q: 3 clusters Score -4562625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4562705.500000 Penalty: 1020.956848
	Iteration 24Q: 3 clusters Score -4562706 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4562785.000000 Penalty: 1020.956848
	Iteration 25Q: 3 clusters Score -4562785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4562836.500000 Penalty: 1020.956848
	Iteration 26Q: 3 clusters Score -4562836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4562905.000000 Penalty: 1020.956848
	Iteration 27Q: 3 clusters Score -4562905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4562939.000000 Penalty: 1020.956848
	Iteration 28Q: 3 clusters Score -4562939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4562963.000000 Penalty: 1020.956848
	Iteration 29Q: 3 clusters Score -4562963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4562990.000000 Penalty: 1020.956848
	Iteration 30Q: 3 clusters Score -4562990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4563011.500000 Penalty: 1020.956848
	Iteration 31Q: 3 clusters Score -4563012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4563028.000000 Penalty: 1020.956848
	Iteration 32Q: 3 clusters Score -4563028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4563045.500000 Penalty: 1020.956848
	Iteration 33Q: 3 clusters Score -4563046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4563058.500000 Penalty: 1020.956848
	Iteration 34Q: 3 clusters Score -4563058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4563061.500000 Penalty: 1020.956848
	Iteration 35Q: 3 clusters Score -4563062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4563083.000000 Penalty: 1020.956848
	Iteration 36Q: 3 clusters Score -4563083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4563079.500000 Penalty: 1020.956848
	Iteration 37Q: 3 clusters Score -4563080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4563081.000000 Penalty: 1020.956848
	Iteration 38Q: 3 clusters Score -4563081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4563081.000000 Penalty: 1020.956848
	Iteration 39Q: 3 clusters Score -4563081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4563085.500000 Penalty: 1020.956848
	Iteration 40F: 3 clusters Score -4563086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4563088.500000 Penalty: 1020.956848
	Iteration 41Q: 3 clusters Score -4563088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4563087.000000 Penalty: 1020.956848
	Iteration 42Q: 3 clusters Score -4563087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4563093.000000 Penalty: 1020.956848
	Iteration 43Q: 3 clusters Score -4563093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4563094.500000 Penalty: 1020.956848
	Iteration 44Q: 3 clusters Score -4563094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4563096.500000 Penalty: 1020.956848
	Iteration 45Q: 3 clusters Score -4563096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4563095.500000 Penalty: 1020.956848
	Iteration 46Q: 3 clusters Score -4563096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4563095.500000 Penalty: 1020.956848
	Iteration 47Q: 3 clusters Score -4563096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4563100.000000 Penalty: 1020.956848
	Iteration 48Q: 3 clusters Score -4563100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4563107.500000 Penalty: 1020.956848
	Iteration 49Q: 3 clusters Score -4563108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4563106.000000 Penalty: 1020.956848
	Iteration 50Q: 3 clusters Score -4563106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4563108.500000 Penalty: 1020.956848
	Iteration 51Q: 3 clusters Score -4563108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4563105.500000 Penalty: 1020.956848
	Iteration 52Q: 3 clusters Score -4563106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4563107.000000 Penalty: 1020.956848
	Iteration 53Q: 3 clusters Score -4563107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4563107.000000 Penalty: 1020.956848
	Iteration 54F: 3 clusters Score -4563107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7490.413574 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7490.414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7576.078125 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7576.078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7595.407227 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7595.407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7597.746094 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7597.746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7597.746094 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -7597.746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13152.187500 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -13152.19 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 110 members 
Entering Unmasked Estep 
Score: -12843.750977 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12843.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13066.346680 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -13066.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13170.910156 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -13170.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13205.750977 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -13205.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13215.044922 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -13215.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13220.778320 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -13220.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13232.049805 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -13232.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13232.996094 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -13233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13232.996094 Penalty: 494.468689
	Iteration 8F: 3 clusters Score -13233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 83 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299280.000000 Penalty: 44907.519531
Splitting cluster 21 changes total score from -53299676.000000 to -53299280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10360.393555 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10360.39 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 166 members 
Entering Unmasked Estep 
Score: -10051.204102 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -10051.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10245.295898 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -10245.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10295.750977 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -10295.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10314.227539 Penalty: 525.484192
	Iteration 3Q: 3 clusters Score -10314.23 nChanged 9
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: -10321.468750 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -10321.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10323.056641 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -10323.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10325.204102 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -10325.2 nChanged 2
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: -10326.142578 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -10326.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10328.610352 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -10328.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10328.931641 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -10328.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10328.931641 Penalty: 525.484192
	Iteration 10F: 3 clusters Score -10328.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -232070.296875 Penalty: 373.362305
	Iteration 0F: 2 clusters Score -232070.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -229588.687500 Penalty: 746.724609
	Iteration 0F: 3 clusters Score -229588.7 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -230480.234375 Penalty: 746.724609
	Iteration 1F: 3 clusters Score -230480.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -230628.125000 Penalty: 746.724609
	Iteration 2F: 3 clusters Score -230628.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -230795.093750 Penalty: 746.724609
	Iteration 3F: 3 clusters Score -230795.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -231003.343750 Penalty: 746.724609
	Iteration 4F: 3 clusters Score -231003.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -231202.156250 Penalty: 746.724609
	Iteration 5F: 3 clusters Score -231202.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -231389.843750 Penalty: 746.724609
	Iteration 6F: 3 clusters Score -231389.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -231494.796875 Penalty: 746.724609
	Iteration 7Q: 3 clusters Score -231494.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -231576.093750 Penalty: 746.724609
	Iteration 8Q: 3 clusters Score -231576.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -231616.906250 Penalty: 746.724609
	Iteration 9Q: 3 clusters Score -231616.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -231643.953125 Penalty: 746.724609
	Iteration 10Q: 3 clusters Score -231644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -231662.046875 Penalty: 746.724609
	Iteration 11Q: 3 clusters Score -231662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -231677.328125 Penalty: 746.724609
	Iteration 12Q: 3 clusters Score -231677.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -231687.968750 Penalty: 746.724609
	Iteration 13Q: 3 clusters Score -231688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -231693.843750 Penalty: 746.724609
	Iteration 14Q: 3 clusters Score -231693.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -231698.968750 Penalty: 746.724609
	Iteration 15Q: 3 clusters Score -231699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -231702.453125 Penalty: 746.724609
	Iteration 16Q: 3 clusters Score -231702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -231705.453125 Penalty: 746.724609
	Iteration 17Q: 3 clusters Score -231705.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -231707.656250 Penalty: 746.724609
	Iteration 18Q: 3 clusters Score -231707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -231710.703125 Penalty: 746.724609
	Iteration 19Q: 3 clusters Score -231710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -231712.328125 Penalty: 746.724609
	Iteration 20F: 3 clusters Score -231712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -231715.093750 Penalty: 746.724609
	Iteration 21Q: 3 clusters Score -231715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -231717.000000 Penalty: 746.724609
	Iteration 22Q: 3 clusters Score -231717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -231718.265625 Penalty: 746.724609
	Iteration 23Q: 3 clusters Score -231718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -231719.578125 Penalty: 746.724609
	Iteration 24Q: 3 clusters Score -231719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -231719.890625 Penalty: 746.724609
	Iteration 25Q: 3 clusters Score -231719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -231720.890625 Penalty: 746.724609
	Iteration 26Q: 3 clusters Score -231720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -231720.968750 Penalty: 746.724609
	Iteration 27Q: 3 clusters Score -231721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -231720.812500 Penalty: 746.724609
	Iteration 28Q: 3 clusters Score -231720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -231722.046875 Penalty: 746.724609
	Iteration 29Q: 3 clusters Score -231722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -231722.046875 Penalty: 746.724609
	Iteration 30F: 3 clusters Score -231722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4281.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4115.910645 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4115.911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4164.929199 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4164.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60226.312500 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60226.31 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60597.984375 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60597.98 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -60823.464844 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60823.46 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -60940.906250 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60940.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -61015.109375 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -61015.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -61048.777344 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -61048.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -61069.023438 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -61069.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -61079.492188 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -61079.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -61081.750000 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -61081.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -61084.675781 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61084.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -61087.257812 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -61087.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -61091.359375 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -61091.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -61092.089844 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -61092.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -61093.015625 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -61093.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -61094.742188 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -61094.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -61096.781250 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -61096.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -61098.035156 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -61098.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -61100.839844 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -61100.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -61103.386719 Penalty: 627.599182
	Iteration 18Q: 3 clusters Score -61103.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -61104.929688 Penalty: 627.599182
	Iteration 19Q: 3 clusters Score -61104.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -61105.769531 Penalty: 627.599182
	Iteration 20F: 3 clusters Score -61105.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -61110.097656 Penalty: 627.599182
	Iteration 21Q: 3 clusters Score -61110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -61112.367188 Penalty: 627.599182
	Iteration 22Q: 3 clusters Score -61112.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -61112.835938 Penalty: 627.599182
	Iteration 23Q: 3 clusters Score -61112.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -61113.304688 Penalty: 627.599182
	Iteration 24Q: 3 clusters Score -61113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -61113.304688 Penalty: 627.599182
	Iteration 25F: 3 clusters Score -61113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 136 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 853 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299364.000000 Penalty: 44907.519531
Splitting cluster 25 changes total score from -53299676.000000 to -53299364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 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 117 members 
Entering Unmasked Estep 
Score: -12470.857422 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12470.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12559.157227 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12559.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12580.927734 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12580.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12597.525391 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12597.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12603.845703 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12603.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12606.228516 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12606.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12607.412109 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12607.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12608.480469 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12608.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12608.480469 Penalty: 501.722015
	Iteration 8F: 3 clusters Score -12608.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -105504.148438 Penalty: 339.268677
	Iteration 0F: 2 clusters Score -105504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -104275.117188 Penalty: 678.537354
	Iteration 0F: 3 clusters Score -104275.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104656.585938 Penalty: 678.537354
	Iteration 1F: 3 clusters Score -104656.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -104737.804688 Penalty: 678.537354
	Iteration 2F: 3 clusters Score -104737.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104852.585938 Penalty: 678.537354
	Iteration 3F: 3 clusters Score -104852.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -104965.312500 Penalty: 678.537354
	Iteration 4F: 3 clusters Score -104965.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105055.804688 Penalty: 678.537354
	Iteration 5F: 3 clusters Score -105055.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105141.226562 Penalty: 678.537354
	Iteration 6F: 3 clusters Score -105141.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105209.523438 Penalty: 678.537354
	Iteration 7Q: 3 clusters Score -105209.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105262.773438 Penalty: 678.537354
	Iteration 8Q: 3 clusters Score -105262.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105288.210938 Penalty: 678.537354
	Iteration 9Q: 3 clusters Score -105288.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105305.554688 Penalty: 678.537354
	Iteration 10Q: 3 clusters Score -105305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105319.492188 Penalty: 678.537354
	Iteration 11Q: 3 clusters Score -105319.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -105337.515625 Penalty: 678.537354
	Iteration 12Q: 3 clusters Score -105337.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105351.054688 Penalty: 678.537354
	Iteration 13Q: 3 clusters Score -105351.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105358.484375 Penalty: 678.537354
	Iteration 14Q: 3 clusters Score -105358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105363.273438 Penalty: 678.537354
	Iteration 15Q: 3 clusters Score -105363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105367.734375 Penalty: 678.537354
	Iteration 16Q: 3 clusters Score -105367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105374.554688 Penalty: 678.537354
	Iteration 17Q: 3 clusters Score -105374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -105375.921875 Penalty: 678.537354
	Iteration 18Q: 3 clusters Score -105375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -105376.117188 Penalty: 678.537354
	Iteration 19Q: 3 clusters Score -105376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -105376.117188 Penalty: 678.537354
	Iteration 20F: 3 clusters Score -105376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (85709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Entering Unmasked Estep 
Score: -5331719.500000 Penalty: 516.821472
	Iteration 0F: 2 clusters Score -5331720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5274558.500000 Penalty: 1033.642944
	Iteration 0F: 3 clusters Score -5274558 nChanged 41769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -5300239.000000 Penalty: 1033.642944
	Iteration 1F: 3 clusters Score -5300239 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -5301160.500000 Penalty: 1033.642944
	Iteration 2Q: 3 clusters Score -5301160 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -5302280.000000 Penalty: 1033.642944
	Iteration 3Q: 3 clusters Score -5302280 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -5303962.500000 Penalty: 1033.642944
	Iteration 4Q: 3 clusters Score -5303962 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -5306611.500000 Penalty: 1033.642944
	Iteration 5F: 3 clusters Score -5306612 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -5310337.000000 Penalty: 1033.642944
	Iteration 6F: 3 clusters Score -5310337 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -5314243.500000 Penalty: 1033.642944
	Iteration 7F: 3 clusters Score -5314244 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -5316687.000000 Penalty: 1033.642944
	Iteration 8F: 3 clusters Score -5316687 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -5317641.000000 Penalty: 1033.642944
	Iteration 9Q: 3 clusters Score -5317641 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -5318190.500000 Penalty: 1033.642944
	Iteration 10Q: 3 clusters Score -5318190 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -5318613.000000 Penalty: 1033.642944
	Iteration 11Q: 3 clusters Score -5318613 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -5319222.000000 Penalty: 1033.642944
	Iteration 12Q: 3 clusters Score -5319222 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -5319938.000000 Penalty: 1033.642944
	Iteration 13Q: 3 clusters Score -5319938 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -5320795.500000 Penalty: 1033.642944
	Iteration 14Q: 3 clusters Score -5320796 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -5321770.000000 Penalty: 1033.642944
	Iteration 15Q: 3 clusters Score -5321770 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -5322815.500000 Penalty: 1033.642944
	Iteration 16Q: 3 clusters Score -5322816 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -5323947.000000 Penalty: 1033.642944
	Iteration 17Q: 3 clusters Score -5323947 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -5325000.500000 Penalty: 1033.642944
	Iteration 18Q: 3 clusters Score -5325000 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -5325909.000000 Penalty: 1033.642944
	Iteration 19Q: 3 clusters Score -5325909 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -5326713.500000 Penalty: 1033.642944
	Iteration 20F: 3 clusters Score -5326714 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -5327444.500000 Penalty: 1033.642944
	Iteration 21Q: 3 clusters Score -5327444 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -5328042.000000 Penalty: 1033.642944
	Iteration 22Q: 3 clusters Score -5328042 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -5328513.000000 Penalty: 1033.642944
	Iteration 23Q: 3 clusters Score -5328513 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -5328911.500000 Penalty: 1033.642944
	Iteration 24Q: 3 clusters Score -5328912 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -5329211.500000 Penalty: 1033.642944
	Iteration 25Q: 3 clusters Score -5329212 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -5329428.000000 Penalty: 1033.642944
	Iteration 26Q: 3 clusters Score -5329428 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -5329586.500000 Penalty: 1033.642944
	Iteration 27Q: 3 clusters Score -5329586 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -5329721.000000 Penalty: 1033.642944
	Iteration 28Q: 3 clusters Score -5329721 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -5329809.000000 Penalty: 1033.642944
	Iteration 29Q: 3 clusters Score -5329809 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -5329872.000000 Penalty: 1033.642944
	Iteration 30Q: 3 clusters Score -5329872 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -5329951.000000 Penalty: 1033.642944
	Iteration 31Q: 3 clusters Score -5329951 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -5330010.500000 Penalty: 1033.642944
	Iteration 32Q: 3 clusters Score -5330010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -5330043.000000 Penalty: 1033.642944
	Iteration 33Q: 3 clusters Score -5330043 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -5330074.500000 Penalty: 1033.642944
	Iteration 34Q: 3 clusters Score -5330074 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -5330127.500000 Penalty: 1033.642944
	Iteration 35Q: 3 clusters Score -5330128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -5330148.000000 Penalty: 1033.642944
	Iteration 36Q: 3 clusters Score -5330148 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -5330193.500000 Penalty: 1033.642944
	Iteration 37Q: 3 clusters Score -5330194 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -5330251.500000 Penalty: 1033.642944
	Iteration 38Q: 3 clusters Score -5330252 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -5330317.000000 Penalty: 1033.642944
	Iteration 39Q: 3 clusters Score -5330317 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -5330337.500000 Penalty: 1033.642944
	Iteration 40F: 3 clusters Score -5330338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -5330369.000000 Penalty: 1033.642944
	Iteration 41Q: 3 clusters Score -5330369 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -5330403.000000 Penalty: 1033.642944
	Iteration 42Q: 3 clusters Score -5330403 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -5330433.000000 Penalty: 1033.642944
	Iteration 43Q: 3 clusters Score -5330433 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -5330472.500000 Penalty: 1033.642944
	Iteration 44Q: 3 clusters Score -5330472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -5330540.500000 Penalty: 1033.642944
	Iteration 45Q: 3 clusters Score -5330540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -5330580.500000 Penalty: 1033.642944
	Iteration 46Q: 3 clusters Score -5330580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -5330597.500000 Penalty: 1033.642944
	Iteration 47Q: 3 clusters Score -5330598 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -5330609.000000 Penalty: 1033.642944
	Iteration 48Q: 3 clusters Score -5330609 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -5330622.000000 Penalty: 1033.642944
	Iteration 49Q: 3 clusters Score -5330622 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -5330632.500000 Penalty: 1033.642944
	Iteration 50Q: 3 clusters Score -5330632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -5330644.500000 Penalty: 1033.642944
	Iteration 51Q: 3 clusters Score -5330644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -5330668.000000 Penalty: 1033.642944
	Iteration 52Q: 3 clusters Score -5330668 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -5330691.000000 Penalty: 1033.642944
	Iteration 53Q: 3 clusters Score -5330691 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -5330706.000000 Penalty: 1033.642944
	Iteration 54Q: 3 clusters Score -5330706 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -5330720.500000 Penalty: 1033.642944
	Iteration 55Q: 3 clusters Score -5330720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -5330750.500000 Penalty: 1033.642944
	Iteration 56Q: 3 clusters Score -5330750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -5330768.000000 Penalty: 1033.642944
	Iteration 57Q: 3 clusters Score -5330768 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -5330778.000000 Penalty: 1033.642944
	Iteration 58Q: 3 clusters Score -5330778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -5330797.000000 Penalty: 1033.642944
	Iteration 59Q: 3 clusters Score -5330797 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -5330785.500000 Penalty: 1033.642944
	Iteration 60F: 3 clusters Score -5330786 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -5330805.500000 Penalty: 1033.642944
	Iteration 61Q: 3 clusters Score -5330806 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -5330853.500000 Penalty: 1033.642944
	Iteration 62Q: 3 clusters Score -5330854 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -5330888.500000 Penalty: 1033.642944
	Iteration 63Q: 3 clusters Score -5330888 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -5330920.000000 Penalty: 1033.642944
	Iteration 64Q: 3 clusters Score -5330920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -5330967.000000 Penalty: 1033.642944
	Iteration 65Q: 3 clusters Score -5330967 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -5331001.500000 Penalty: 1033.642944
	Iteration 66Q: 3 clusters Score -5331002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -5331035.000000 Penalty: 1033.642944
	Iteration 67Q: 3 clusters Score -5331035 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -5331099.000000 Penalty: 1033.642944
	Iteration 68Q: 3 clusters Score -5331099 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -5331145.000000 Penalty: 1033.642944
	Iteration 69Q: 3 clusters Score -5331145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -5331190.000000 Penalty: 1033.642944
	Iteration 70Q: 3 clusters Score -5331190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -5331221.000000 Penalty: 1033.642944
	Iteration 71Q: 3 clusters Score -5331221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -5331247.500000 Penalty: 1033.642944
	Iteration 72Q: 3 clusters Score -5331248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -5331266.500000 Penalty: 1033.642944
	Iteration 73Q: 3 clusters Score -5331266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -5331296.000000 Penalty: 1033.642944
	Iteration 74Q: 3 clusters Score -5331296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -5331300.000000 Penalty: 1033.642944
	Iteration 75Q: 3 clusters Score -5331300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -5331308.000000 Penalty: 1033.642944
	Iteration 76Q: 3 clusters Score -5331308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -5331311.000000 Penalty: 1033.642944
	Iteration 77Q: 3 clusters Score -5331311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -5331320.500000 Penalty: 1033.642944
	Iteration 78Q: 3 clusters Score -5331320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -5331325.000000 Penalty: 1033.642944
	Iteration 79Q: 3 clusters Score -5331325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -5331340.500000 Penalty: 1033.642944
	Iteration 80F: 3 clusters Score -5331340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -5331346.500000 Penalty: 1033.642944
	Iteration 81Q: 3 clusters Score -5331346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -5331350.500000 Penalty: 1033.642944
	Iteration 82Q: 3 clusters Score -5331350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -5331348.000000 Penalty: 1033.642944
	Iteration 83Q: 3 clusters Score -5331348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -5331354.000000 Penalty: 1033.642944
	Iteration 84Q: 3 clusters Score -5331354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -5331359.000000 Penalty: 1033.642944
	Iteration 85Q: 3 clusters Score -5331359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -5331363.000000 Penalty: 1033.642944
	Iteration 86Q: 3 clusters Score -5331363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -5331367.000000 Penalty: 1033.642944
	Iteration 87Q: 3 clusters Score -5331367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -5331365.500000 Penalty: 1033.642944
	Iteration 88Q: 3 clusters Score -5331366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -5331364.500000 Penalty: 1033.642944
	Iteration 89Q: 3 clusters Score -5331364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -5331363.000000 Penalty: 1033.642944
	Iteration 90Q: 3 clusters Score -5331363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -5331362.000000 Penalty: 1033.642944
	Iteration 91Q: 3 clusters Score -5331362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -5331366.000000 Penalty: 1033.642944
	Iteration 92Q: 3 clusters Score -5331366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -5331369.000000 Penalty: 1033.642944
	Iteration 93Q: 3 clusters Score -5331369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -5331367.500000 Penalty: 1033.642944
	Iteration 94Q: 3 clusters Score -5331368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -5331365.000000 Penalty: 1033.642944
	Iteration 95Q: 3 clusters Score -5331365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -5331370.000000 Penalty: 1033.642944
	Iteration 96Q: 3 clusters Score -5331370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -5331364.500000 Penalty: 1033.642944
	Iteration 97Q: 3 clusters Score -5331364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -5331368.500000 Penalty: 1033.642944
	Iteration 98Q: 3 clusters Score -5331368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -5331368.500000 Penalty: 1033.642944
	Iteration 99Q: 3 clusters Score -5331368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -5331367.000000 Penalty: 1033.642944
	Iteration 100F: 3 clusters Score -5331367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -5331369.500000 Penalty: 1033.642944
	Iteration 101Q: 3 clusters Score -5331370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -5331368.500000 Penalty: 1033.642944
	Iteration 102Q: 3 clusters Score -5331368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -5331364.000000 Penalty: 1033.642944
	Iteration 103Q: 3 clusters Score -5331364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -5331365.000000 Penalty: 1033.642944
	Iteration 104Q: 3 clusters Score -5331365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -5331365.000000 Penalty: 1033.642944
	Iteration 105Q: 3 clusters Score -5331365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -5331365.000000 Penalty: 1033.642944
	Iteration 106Q: 3 clusters Score -5331365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -5331365.000000 Penalty: 1033.642944
	Iteration 107Q: 3 clusters Score -5331365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -5331368.500000 Penalty: 1033.642944
	Iteration 108Q: 3 clusters Score -5331368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -5331368.500000 Penalty: 1033.642944
	Iteration 109F: 3 clusters Score -5331368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 144 members 
Entering Unmasked Estep 
Score: -14620.023438 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14620.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14727.410156 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14727.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14768.757812 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14768.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14826.500000 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14884.045898 Penalty: 511.126190
	Iteration 4F: 3 clusters Score -14884.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14895.533203 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14895.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14911.301758 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14926.874023 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14926.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14926.874023 Penalty: 511.126190
	Iteration 8F: 3 clusters Score -14926.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -32893.410156 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32893.41 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33045.027344 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -33045.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33083.484375 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33083.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33102.695312 Penalty: 565.892639
	Iteration 3Q: 3 clusters Score -33102.7 nChanged 16
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: -33117.082031 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33117.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33131.960938 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33131.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33136.386719 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33136.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33136.386719 Penalty: 565.892639
	Iteration 7F: 3 clusters Score -33136.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -30087.005859 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -30087.01 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 230 members 
Entering Unmasked Estep 
Score: -29617.644531 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -29617.64 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29727.681641 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -29727.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29768.625000 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -29768.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29792.052734 Penalty: 560.092102
	Iteration 3F: 3 clusters Score -29792.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29810.351562 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -29810.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29826.164062 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -29826.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29833.484375 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -29833.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29846.421875 Penalty: 560.092102
	Iteration 7Q: 3 clusters Score -29846.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29863.117188 Penalty: 560.092102
	Iteration 8Q: 3 clusters Score -29863.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29879.533203 Penalty: 560.092102
	Iteration 9Q: 3 clusters Score -29879.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29892.998047 Penalty: 560.092102
	Iteration 10Q: 3 clusters Score -29893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29902.611328 Penalty: 560.092102
	Iteration 11Q: 3 clusters Score -29902.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29905.658203 Penalty: 560.092102
	Iteration 12Q: 3 clusters Score -29905.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29907.791016 Penalty: 560.092102
	Iteration 13Q: 3 clusters Score -29907.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29909.306641 Penalty: 560.092102
	Iteration 14Q: 3 clusters Score -29909.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29909.640625 Penalty: 560.092102
	Iteration 15Q: 3 clusters Score -29909.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29909.640625 Penalty: 560.092102
	Iteration 16F: 3 clusters Score -29909.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (55520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Entering Unmasked Estep 
Score: -3437939.750000 Penalty: 497.064697
	Iteration 0F: 2 clusters Score -3437940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3400544.000000 Penalty: 994.129395
	Iteration 0F: 3 clusters Score -3400544 nChanged 26886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3416542.000000 Penalty: 994.129395
	Iteration 1F: 3 clusters Score -3416542 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -3417504.750000 Penalty: 994.129395
	Iteration 2Q: 3 clusters Score -3417505 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3419259.000000 Penalty: 994.129395
	Iteration 3F: 3 clusters Score -3419259 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -3422260.750000 Penalty: 994.129395
	Iteration 4F: 3 clusters Score -3422261 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -3426432.000000 Penalty: 994.129395
	Iteration 5F: 3 clusters Score -3426432 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -3430593.250000 Penalty: 994.129395
	Iteration 6F: 3 clusters Score -3430593 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -3433559.000000 Penalty: 994.129395
	Iteration 7F: 3 clusters Score -3433559 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -3435236.500000 Penalty: 994.129395
	Iteration 8Q: 3 clusters Score -3435236 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -3436115.750000 Penalty: 994.129395
	Iteration 9Q: 3 clusters Score -3436116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -3436594.000000 Penalty: 994.129395
	Iteration 10Q: 3 clusters Score -3436594 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -3436855.750000 Penalty: 994.129395
	Iteration 11Q: 3 clusters Score -3436856 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -3436997.750000 Penalty: 994.129395
	Iteration 12Q: 3 clusters Score -3436998 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -3437082.250000 Penalty: 994.129395
	Iteration 13Q: 3 clusters Score -3437082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -3437146.750000 Penalty: 994.129395
	Iteration 14Q: 3 clusters Score -3437147 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -3437194.250000 Penalty: 994.129395
	Iteration 15Q: 3 clusters Score -3437194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -3437232.000000 Penalty: 994.129395
	Iteration 16Q: 3 clusters Score -3437232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -3437265.000000 Penalty: 994.129395
	Iteration 17Q: 3 clusters Score -3437265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -3437307.750000 Penalty: 994.129395
	Iteration 18Q: 3 clusters Score -3437308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -3437339.500000 Penalty: 994.129395
	Iteration 19Q: 3 clusters Score -3437340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -3437368.500000 Penalty: 994.129395
	Iteration 20F: 3 clusters Score -3437368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -3437384.250000 Penalty: 994.129395
	Iteration 21Q: 3 clusters Score -3437384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -3437410.750000 Penalty: 994.129395
	Iteration 22Q: 3 clusters Score -3437411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -3437423.250000 Penalty: 994.129395
	Iteration 23Q: 3 clusters Score -3437423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -3437441.250000 Penalty: 994.129395
	Iteration 24Q: 3 clusters Score -3437441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -3437460.000000 Penalty: 994.129395
	Iteration 25Q: 3 clusters Score -3437460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -3437476.750000 Penalty: 994.129395
	Iteration 26Q: 3 clusters Score -3437477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -3437490.750000 Penalty: 994.129395
	Iteration 27Q: 3 clusters Score -3437491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -3437506.250000 Penalty: 994.129395
	Iteration 28Q: 3 clusters Score -3437506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -3437508.750000 Penalty: 994.129395
	Iteration 29Q: 3 clusters Score -3437509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -3437526.250000 Penalty: 994.129395
	Iteration 30Q: 3 clusters Score -3437526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -3437532.000000 Penalty: 994.129395
	Iteration 31Q: 3 clusters Score -3437532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -3437548.250000 Penalty: 994.129395
	Iteration 32Q: 3 clusters Score -3437548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -3437556.500000 Penalty: 994.129395
	Iteration 33Q: 3 clusters Score -3437556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -3437559.750000 Penalty: 994.129395
	Iteration 34Q: 3 clusters Score -3437560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -3437563.250000 Penalty: 994.129395
	Iteration 35Q: 3 clusters Score -3437563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -3437565.750000 Penalty: 994.129395
	Iteration 36Q: 3 clusters Score -3437566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -3437573.250000 Penalty: 994.129395
	Iteration 37Q: 3 clusters Score -3437573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -3437574.250000 Penalty: 994.129395
	Iteration 38Q: 3 clusters Score -3437574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -3437573.250000 Penalty: 994.129395
	Iteration 39Q: 3 clusters Score -3437573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -3437576.250000 Penalty: 994.129395
	Iteration 40F: 3 clusters Score -3437576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -3437575.500000 Penalty: 994.129395
	Iteration 41Q: 3 clusters Score -3437576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -3437573.500000 Penalty: 994.129395
	Iteration 42Q: 3 clusters Score -3437574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -3437574.250000 Penalty: 994.129395
	Iteration 43Q: 3 clusters Score -3437574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -3437573.000000 Penalty: 994.129395
	Iteration 44Q: 3 clusters Score -3437573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -3437572.250000 Penalty: 994.129395
	Iteration 45Q: 3 clusters Score -3437572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -3437571.750000 Penalty: 994.129395
	Iteration 46Q: 3 clusters Score -3437572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -3437572.500000 Penalty: 994.129395
	Iteration 47Q: 3 clusters Score -3437572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -3437573.250000 Penalty: 994.129395
	Iteration 48Q: 3 clusters Score -3437573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -3437573.750000 Penalty: 994.129395
	Iteration 49Q: 3 clusters Score -3437574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -3437576.000000 Penalty: 994.129395
	Iteration 50Q: 3 clusters Score -3437576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -3437575.500000 Penalty: 994.129395
	Iteration 51Q: 3 clusters Score -3437576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -3437574.250000 Penalty: 994.129395
	Iteration 52Q: 3 clusters Score -3437574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -3437575.750000 Penalty: 994.129395
	Iteration 53Q: 3 clusters Score -3437576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -3437579.750000 Penalty: 994.129395
	Iteration 54Q: 3 clusters Score -3437580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -3437581.000000 Penalty: 994.129395
	Iteration 55Q: 3 clusters Score -3437581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -3437577.500000 Penalty: 994.129395
	Iteration 56Q: 3 clusters Score -3437578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -3437577.250000 Penalty: 994.129395
	Iteration 57Q: 3 clusters Score -3437577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -3437579.500000 Penalty: 994.129395
	Iteration 58Q: 3 clusters Score -3437580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -3437578.750000 Penalty: 994.129395
	Iteration 59Q: 3 clusters Score -3437579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -3437580.000000 Penalty: 994.129395
	Iteration 60F: 3 clusters Score -3437580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -3437580.750000 Penalty: 994.129395
	Iteration 61Q: 3 clusters Score -3437581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -3437579.500000 Penalty: 994.129395
	Iteration 62Q: 3 clusters Score -3437580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -3437583.000000 Penalty: 994.129395
	Iteration 63Q: 3 clusters Score -3437583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -3437584.500000 Penalty: 994.129395
	Iteration 64Q: 3 clusters Score -3437584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -3437584.000000 Penalty: 994.129395
	Iteration 65Q: 3 clusters Score -3437584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -3437585.500000 Penalty: 994.129395
	Iteration 66Q: 3 clusters Score -3437586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -3437587.250000 Penalty: 994.129395
	Iteration 67Q: 3 clusters Score -3437587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -3437585.250000 Penalty: 994.129395
	Iteration 68Q: 3 clusters Score -3437585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -3437583.250000 Penalty: 994.129395
	Iteration 69Q: 3 clusters Score -3437583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -3437584.750000 Penalty: 994.129395
	Iteration 70Q: 3 clusters Score -3437585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -3437584.750000 Penalty: 994.129395
	Iteration 71F: 3 clusters Score -3437585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.876953 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22184.283203 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22184.28 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22375.519531 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22375.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22429.777344 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22429.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22450.996094 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22468.375000 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22468.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22488.281250 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22488.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22495.349609 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22495.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22499.906250 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22499.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22506.941406 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22506.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22507.904297 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22509.318359 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22509.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22509.318359 Penalty: 538.374390
	Iteration 11F: 3 clusters Score -22509.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7502.544434 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7502.544 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 91 members 
Entering Unmasked Estep 
Score: -7225.686523 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -7225.687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7278.650879 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -7278.651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7303.455078 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -7303.455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7329.589355 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -7329.589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7344.145020 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -7344.145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7365.888184 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -7365.888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7372.025391 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -7372.025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7376.113281 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -7376.113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7376.113281 Penalty: 474.559143
	Iteration 8F: 3 clusters Score -7376.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 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 217 members 
Entering Unmasked Estep 
Score: -28111.052734 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28111.05 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28247.960938 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28247.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28290.818359 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28290.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28321.103516 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -28321.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28343.265625 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -28343.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28361.802734 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -28361.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28388.123047 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28388.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28410.562500 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28410.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28425.771484 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28425.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28434.410156 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28434.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28437.685547 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28437.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28441.855469 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -28441.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28445.005859 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -28445.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28448.453125 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -28448.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28454.443359 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -28454.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28460.412109 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -28460.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28463.808594 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -28463.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28464.335938 Penalty: 558.925415
	Iteration 17Q: 3 clusters Score -28464.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28464.335938 Penalty: 558.925415
	Iteration 18F: 3 clusters Score -28464.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 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 238 members 
Entering Unmasked Estep 
Score: -28065.982422 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28065.98 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28232.484375 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28232.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28321.470703 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28321.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28420.722656 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28420.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28501.681641 Penalty: 558.139221
	Iteration 4F: 3 clusters Score -28501.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28542.964844 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28542.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28552.099609 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28556.248047 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28556.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28556.248047 Penalty: 558.139221
	Iteration 8F: 3 clusters Score -28556.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 199 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299256.000000 Penalty: 44907.519531
Splitting cluster 36 changes total score from -53299676.000000 to -53299256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6046.020020 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6046.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6180.358887 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6180.359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6218.148438 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6218.148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6234.580566 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -6234.581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6241.152344 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6241.152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6258.222656 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6258.223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6263.479004 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -6263.479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6263.479004 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -6263.479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -124699.515625 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124699.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -125369.382812 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125369.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -125489.718750 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125489.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125593.945312 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125593.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -125669.546875 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -125669.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125717.812500 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -125717.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125748.648438 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -125748.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125778.445312 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -125778.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125794.937500 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125808.960938 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125817.218750 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125817.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125831.289062 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125831.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125841.070312 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125841.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125849.054688 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125855.039062 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125869.273438 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125877.546875 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125877.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125887.257812 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125887.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125892.476562 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125893.578125 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -125893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125895.460938 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -125895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125896.375000 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -125896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125896.835938 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -125896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125897.695312 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -125897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125898.554688 Penalty: 690.075562
	Iteration 24Q: 3 clusters Score -125898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125898.554688 Penalty: 690.075562
	Iteration 25F: 3 clusters Score -125898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12069.428711 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12069.43 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 99 members 
Entering Unmasked Estep 
Score: -11790.594727 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11790.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11994.423828 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11994.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12101.345703 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12101.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12167.222656 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -12167.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12215.860352 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12215.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12334.862305 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12334.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12383.826172 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12383.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12383.826172 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -12383.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299512.000000 Penalty: 44907.519531
Splitting cluster 39 changes total score from -53299676.000000 to -53299512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (80052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Entering Unmasked Estep 
Score: -4910001.500000 Penalty: 513.714661
	Iteration 0F: 2 clusters Score -4910002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -4856066.500000 Penalty: 1027.429321
	Iteration 0F: 3 clusters Score -4856066 nChanged 39091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4880066.000000 Penalty: 1027.429321
	Iteration 1F: 3 clusters Score -4880066 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4881455.500000 Penalty: 1027.429321
	Iteration 2Q: 3 clusters Score -4881456 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4883984.500000 Penalty: 1027.429321
	Iteration 3Q: 3 clusters Score -4883984 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4887917.000000 Penalty: 1027.429321
	Iteration 4F: 3 clusters Score -4887917 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4892189.500000 Penalty: 1027.429321
	Iteration 5F: 3 clusters Score -4892190 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4895015.500000 Penalty: 1027.429321
	Iteration 6F: 3 clusters Score -4895016 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4896219.000000 Penalty: 1027.429321
	Iteration 7Q: 3 clusters Score -4896219 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4896711.500000 Penalty: 1027.429321
	Iteration 8Q: 3 clusters Score -4896712 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4897084.500000 Penalty: 1027.429321
	Iteration 9Q: 3 clusters Score -4897084 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4897461.500000 Penalty: 1027.429321
	Iteration 10Q: 3 clusters Score -4897462 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4897873.500000 Penalty: 1027.429321
	Iteration 11Q: 3 clusters Score -4897874 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4898408.000000 Penalty: 1027.429321
	Iteration 12Q: 3 clusters Score -4898408 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4898991.000000 Penalty: 1027.429321
	Iteration 13Q: 3 clusters Score -4898991 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4899683.000000 Penalty: 1027.429321
	Iteration 14Q: 3 clusters Score -4899683 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -4900400.000000 Penalty: 1027.429321
	Iteration 15Q: 3 clusters Score -4900400 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4901214.000000 Penalty: 1027.429321
	Iteration 16Q: 3 clusters Score -4901214 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4902178.000000 Penalty: 1027.429321
	Iteration 17Q: 3 clusters Score -4902178 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4903194.000000 Penalty: 1027.429321
	Iteration 18Q: 3 clusters Score -4903194 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4904250.000000 Penalty: 1027.429321
	Iteration 19Q: 3 clusters Score -4904250 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4905313.500000 Penalty: 1027.429321
	Iteration 20F: 3 clusters Score -4905314 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4906378.500000 Penalty: 1027.429321
	Iteration 21Q: 3 clusters Score -4906378 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4907224.000000 Penalty: 1027.429321
	Iteration 22Q: 3 clusters Score -4907224 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4907966.000000 Penalty: 1027.429321
	Iteration 23Q: 3 clusters Score -4907966 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4908590.000000 Penalty: 1027.429321
	Iteration 24Q: 3 clusters Score -4908590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4909045.500000 Penalty: 1027.429321
	Iteration 25Q: 3 clusters Score -4909046 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4909320.000000 Penalty: 1027.429321
	Iteration 26Q: 3 clusters Score -4909320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4909452.000000 Penalty: 1027.429321
	Iteration 27Q: 3 clusters Score -4909452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4909492.500000 Penalty: 1027.429321
	Iteration 28Q: 3 clusters Score -4909492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4909516.000000 Penalty: 1027.429321
	Iteration 29Q: 3 clusters Score -4909516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4909522.000000 Penalty: 1027.429321
	Iteration 30Q: 3 clusters Score -4909522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4909533.500000 Penalty: 1027.429321
	Iteration 31Q: 3 clusters Score -4909534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4909538.000000 Penalty: 1027.429321
	Iteration 32Q: 3 clusters Score -4909538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4909546.500000 Penalty: 1027.429321
	Iteration 33Q: 3 clusters Score -4909546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4909553.500000 Penalty: 1027.429321
	Iteration 34Q: 3 clusters Score -4909554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4909553.000000 Penalty: 1027.429321
	Iteration 35Q: 3 clusters Score -4909553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4909556.000000 Penalty: 1027.429321
	Iteration 36Q: 3 clusters Score -4909556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4909555.500000 Penalty: 1027.429321
	Iteration 37Q: 3 clusters Score -4909556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4909556.000000 Penalty: 1027.429321
	Iteration 38Q: 3 clusters Score -4909556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4909558.500000 Penalty: 1027.429321
	Iteration 39Q: 3 clusters Score -4909558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4909558.500000 Penalty: 1027.429321
	Iteration 40F: 3 clusters Score -4909558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 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 23 members 
Entering Unmasked Estep 
Score: -2581.301758 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2581.302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2607.549072 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2607.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68911.976562 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68911.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68069.554688 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68069.55 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -68432.070312 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68432.07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -68586.898438 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68586.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -68698.882812 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -68698.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -68761.968750 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -68761.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -68800.507812 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -68800.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -68816.718750 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68816.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68830.156250 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68830.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -68845.695312 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68845.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -68859.648438 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68859.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -68873.078125 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68873.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -68878.765625 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68878.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -68881.617188 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68881.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -68883.687500 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68883.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -68883.375000 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -68883.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -68883.867188 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -68883.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -68883.867188 Penalty: 637.361633
	Iteration 16F: 3 clusters Score -68883.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 78 members 
Entering Unmasked Estep 
Score: -8819.862305 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8819.862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8882.953125 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8882.953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8893.661133 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8893.661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8899.438477 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8899.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8904.190430 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8904.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8905.548828 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8905.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8905.548828 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -8905.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 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 72 members 
Entering Unmasked Estep 
Score: -8899.928711 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8899.929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8940.052734 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8940.053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8955.078125 Penalty: 455.359100
	Iteration 2Q: 3 clusters Score -8955.078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8963.679688 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -8963.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8967.443359 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -8967.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8968.452148 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -8968.452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8972.445312 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -8972.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8975.641602 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -8975.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8975.641602 Penalty: 455.359100
	Iteration 8F: 3 clusters Score -8975.642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 184 members 
Entering Unmasked Estep 
Score: -20386.296875 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20386.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20474.550781 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20474.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20498.298828 Penalty: 527.992737
	Iteration 2Q: 3 clusters Score -20498.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20507.238281 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -20507.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20515.531250 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20515.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20522.382812 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20522.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20533.791016 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20533.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20548.417969 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20548.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20561.539062 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20561.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20568.724609 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20568.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20575.189453 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -20575.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20580.695312 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -20580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20588.998047 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -20589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20601.746094 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -20601.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20618.005859 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -20618.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20632.349609 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -20632.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20645.091797 Penalty: 527.992737
	Iteration 16Q: 3 clusters Score -20645.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20662.380859 Penalty: 527.992737
	Iteration 17Q: 3 clusters Score -20662.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20668.984375 Penalty: 527.992737
	Iteration 18Q: 3 clusters Score -20668.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20673.375000 Penalty: 527.992737
	Iteration 19Q: 3 clusters Score -20673.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20673.875000 Penalty: 527.992737
	Iteration 20F: 3 clusters Score -20673.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20674.695312 Penalty: 527.992737
	Iteration 21Q: 3 clusters Score -20674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20675.777344 Penalty: 527.992737
	Iteration 22Q: 3 clusters Score -20675.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20676.082031 Penalty: 527.992737
	Iteration 23Q: 3 clusters Score -20676.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20676.082031 Penalty: 527.992737
	Iteration 24F: 3 clusters Score -20676.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 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 199 members 
Entering Unmasked Estep 
Score: -25988.380859 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25988.38 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26113.740234 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26113.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26165.634766 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26165.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26195.771484 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -26195.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26237.490234 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -26237.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26272.042969 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26272.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26289.509766 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26289.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26301.105469 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26301.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26314.531250 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26314.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26318.849609 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26318.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26323.150391 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26323.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26325.166016 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26325.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26325.542969 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26325.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26325.542969 Penalty: 549.446228
	Iteration 13F: 3 clusters Score -26325.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -11588.709961 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -11588.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11271.217773 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -11271.22 nChanged 84
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: -11494.931641 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -11494.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11635.150391 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -11635.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11710.447266 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -11710.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11737.064453 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -11737.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11752.136719 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -11752.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11776.139648 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -11776.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11787.561523 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -11787.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11794.262695 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -11794.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11796.948242 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -11796.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11808.583984 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -11808.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11808.583984 Penalty: 499.493347
	Iteration 11F: 3 clusters Score -11808.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 165 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 77 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299464.000000 Penalty: 44907.519531
Splitting cluster 47 changes total score from -53299676.000000 to -53299464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 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 74 members 
Entering Unmasked Estep 
Score: -7764.951172 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7764.951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7847.087402 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7847.087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7883.017090 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7883.017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7898.295898 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7898.296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7903.957520 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7903.958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7903.957520 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -7903.958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 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 63 members 
Entering Unmasked Estep 
Score: -9041.252930 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9041.253 nChanged 35
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: -9102.378906 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9102.379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9117.954102 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9117.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9120.440430 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9120.44 nChanged 2
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: -9122.151367 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9122.151 nChanged 0
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: -9122.151367 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -9122.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -53376.253906 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -53376.25 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 413 members 
Entering Unmasked Estep 
Score: -52705.738281 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -52705.74 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52927.742188 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -52927.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52965.074219 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -52965.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52988.425781 Penalty: 609.990112
	Iteration 3Q: 3 clusters Score -52988.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -53006.265625 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -53006.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53015.671875 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -53015.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53024.058594 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -53024.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53032.691406 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -53032.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53041.324219 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -53041.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -53053.390625 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -53053.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53076.578125 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -53076.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53096.250000 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -53096.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53111.144531 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -53111.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53125.960938 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -53125.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53141.503906 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -53141.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53156.488281 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -53156.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -53166.625000 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -53166.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53184.226562 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -53184.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53207.605469 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -53207.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53226.859375 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -53226.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -53234.246094 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -53234.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -53237.152344 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -53237.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53239.355469 Penalty: 609.990112
	Iteration 22Q: 3 clusters Score -53239.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53240.621094 Penalty: 609.990112
	Iteration 23Q: 3 clusters Score -53240.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53240.621094 Penalty: 609.990112
	Iteration 24F: 3 clusters Score -53240.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -45259.335938 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -45259.34 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: -44630.468750 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -44630.47 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44832.968750 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -44832.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44880.507812 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -44880.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44911.148438 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -44911.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -44925.175781 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -44925.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44932.125000 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -44932.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -44937.542969 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -44937.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44941.054688 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -44941.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44944.156250 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -44944.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -44948.843750 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -44948.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44952.207031 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -44952.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44954.058594 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -44954.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44955.500000 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -44955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -44957.269531 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -44957.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -44957.910156 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -44957.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44959.847656 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -44959.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44961.171875 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -44961.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44962.273438 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -44962.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44962.914062 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -44962.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44963.269531 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -44963.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44963.269531 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -44963.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -6521.896973 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -6521.897 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 60 members 
Entering Unmasked Estep 
Score: -6291.640625 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -6291.641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6338.573242 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -6338.573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6352.439941 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -6352.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6358.702148 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -6358.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6361.901855 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -6361.902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6361.901855 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -6361.902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 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 110 members 
Entering Unmasked Estep 
Score: -13236.080078 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13236.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13285.178711 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13285.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13313.238281 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13313.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13345.542969 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -13345.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13389.586914 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13389.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13412.000977 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13432.730469 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13432.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13445.425781 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13445.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13457.392578 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13457.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13460.091797 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -13460.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13461.003906 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -13461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13461.003906 Penalty: 492.052612
	Iteration 11F: 3 clusters Score -13461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13945.334961 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13945.33 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 132 members 
Entering Unmasked Estep 
Score: -13650.176758 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13650.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13748.870117 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13748.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13777.763672 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13777.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13791.649414 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13791.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13801.225586 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13801.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13811.351562 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13811.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13819.805664 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13819.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13825.827148 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13825.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13838.750977 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13838.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13849.052734 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13849.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13857.459961 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13857.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13862.192383 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13862.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13864.110352 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -13864.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13866.092773 Penalty: 496.434235
	Iteration 13Q: 3 clusters Score -13866.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13869.854492 Penalty: 496.434235
	Iteration 14Q: 3 clusters Score -13869.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13869.854492 Penalty: 496.434235
	Iteration 15F: 3 clusters Score -13869.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1841.519409 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1841.519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1907.274414 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1907.274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1917.646240 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -1917.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1917.646240 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -1917.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34833.992188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34833.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34315.765625 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34315.77 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34526.437500 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34526.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34585.886719 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34585.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34643.320312 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34643.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34710.031250 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -34710.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34799.351562 Penalty: 577.930603
	Iteration 5F: 3 clusters Score -34799.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34848.960938 Penalty: 577.930603
	Iteration 6F: 3 clusters Score -34848.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34886.367188 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34886.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34903.175781 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34903.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34906.570312 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34906.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34907.542969 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -34907.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34910.953125 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -34910.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34915.015625 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -34915.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34916.773438 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -34916.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34917.984375 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -34917.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34918.636719 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -34918.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34918.636719 Penalty: 577.930603
	Iteration 16F: 3 clusters Score -34918.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 279 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299340.000000 Penalty: 44907.519531
Splitting cluster 56 changes total score from -53299676.000000 to -53299340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 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 319 members 
Entering Unmasked Estep 
Score: -42502.550781 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42502.55 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42670.503906 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42670.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42731.500000 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42731.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42764.437500 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42764.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42792.496094 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -42792.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42833.832031 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -42833.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42891.984375 Penalty: 592.026367
	Iteration 6F: 3 clusters Score -42891.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42948.765625 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -42948.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42997.324219 Penalty: 592.026367
	Iteration 8F: 3 clusters Score -42997.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43029.242188 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -43029.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43048.378906 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -43048.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43070.351562 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -43070.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43087.152344 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -43087.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43094.312500 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -43094.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43102.105469 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -43102.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43112.917969 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -43112.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43120.050781 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -43120.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43120.304688 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -43120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43120.781250 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -43120.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43120.781250 Penalty: 592.026367
	Iteration 19F: 3 clusters Score -43120.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 516 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 153 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299252.000000 Penalty: 44907.519531
Splitting cluster 57 changes total score from -53299676.000000 to -53299252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (61220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Entering Unmasked Estep 
Score: -3866185.500000 Penalty: 501.511414
	Iteration 0F: 2 clusters Score -3866186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3825139.500000 Penalty: 1003.022827
	Iteration 0F: 3 clusters Score -3825140 nChanged 29735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3842885.000000 Penalty: 1003.022827
	Iteration 1F: 3 clusters Score -3842885 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3843543.250000 Penalty: 1003.022827
	Iteration 2Q: 3 clusters Score -3843543 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -3844424.250000 Penalty: 1003.022827
	Iteration 3Q: 3 clusters Score -3844424 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3845700.000000 Penalty: 1003.022827
	Iteration 4Q: 3 clusters Score -3845700 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3847799.500000 Penalty: 1003.022827
	Iteration 5F: 3 clusters Score -3847800 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3850875.750000 Penalty: 1003.022827
	Iteration 6F: 3 clusters Score -3850876 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3854321.000000 Penalty: 1003.022827
	Iteration 7F: 3 clusters Score -3854321 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3856722.750000 Penalty: 1003.022827
	Iteration 8F: 3 clusters Score -3856723 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3857618.250000 Penalty: 1003.022827
	Iteration 9Q: 3 clusters Score -3857618 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3857922.000000 Penalty: 1003.022827
	Iteration 10Q: 3 clusters Score -3857922 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3858054.000000 Penalty: 1003.022827
	Iteration 11Q: 3 clusters Score -3858054 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3858149.750000 Penalty: 1003.022827
	Iteration 12Q: 3 clusters Score -3858150 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3858279.750000 Penalty: 1003.022827
	Iteration 13Q: 3 clusters Score -3858280 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3858411.750000 Penalty: 1003.022827
	Iteration 14Q: 3 clusters Score -3858412 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3858499.750000 Penalty: 1003.022827
	Iteration 15Q: 3 clusters Score -3858500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3858606.250000 Penalty: 1003.022827
	Iteration 16Q: 3 clusters Score -3858606 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3858685.750000 Penalty: 1003.022827
	Iteration 17Q: 3 clusters Score -3858686 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3858804.500000 Penalty: 1003.022827
	Iteration 18Q: 3 clusters Score -3858804 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3858932.000000 Penalty: 1003.022827
	Iteration 19Q: 3 clusters Score -3858932 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3859027.250000 Penalty: 1003.022827
	Iteration 20F: 3 clusters Score -3859027 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3859124.500000 Penalty: 1003.022827
	Iteration 21Q: 3 clusters Score -3859124 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3859234.750000 Penalty: 1003.022827
	Iteration 22Q: 3 clusters Score -3859235 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3859338.250000 Penalty: 1003.022827
	Iteration 23Q: 3 clusters Score -3859338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3859452.500000 Penalty: 1003.022827
	Iteration 24Q: 3 clusters Score -3859452 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3859593.250000 Penalty: 1003.022827
	Iteration 25Q: 3 clusters Score -3859593 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3859742.000000 Penalty: 1003.022827
	Iteration 26Q: 3 clusters Score -3859742 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3859880.500000 Penalty: 1003.022827
	Iteration 27Q: 3 clusters Score -3859880 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3859988.750000 Penalty: 1003.022827
	Iteration 28Q: 3 clusters Score -3859989 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3860114.250000 Penalty: 1003.022827
	Iteration 29Q: 3 clusters Score -3860114 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3860196.500000 Penalty: 1003.022827
	Iteration 30Q: 3 clusters Score -3860196 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3860307.250000 Penalty: 1003.022827
	Iteration 31Q: 3 clusters Score -3860307 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3860403.750000 Penalty: 1003.022827
	Iteration 32Q: 3 clusters Score -3860404 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3860499.000000 Penalty: 1003.022827
	Iteration 33Q: 3 clusters Score -3860499 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3860593.250000 Penalty: 1003.022827
	Iteration 34Q: 3 clusters Score -3860593 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3860728.000000 Penalty: 1003.022827
	Iteration 35Q: 3 clusters Score -3860728 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3860831.500000 Penalty: 1003.022827
	Iteration 36Q: 3 clusters Score -3860832 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3860966.500000 Penalty: 1003.022827
	Iteration 37Q: 3 clusters Score -3860966 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3861074.000000 Penalty: 1003.022827
	Iteration 38Q: 3 clusters Score -3861074 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3861172.000000 Penalty: 1003.022827
	Iteration 39Q: 3 clusters Score -3861172 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3861286.250000 Penalty: 1003.022827
	Iteration 40F: 3 clusters Score -3861286 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3861381.000000 Penalty: 1003.022827
	Iteration 41Q: 3 clusters Score -3861381 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3861477.250000 Penalty: 1003.022827
	Iteration 42Q: 3 clusters Score -3861477 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3861567.000000 Penalty: 1003.022827
	Iteration 43Q: 3 clusters Score -3861567 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3861670.250000 Penalty: 1003.022827
	Iteration 44Q: 3 clusters Score -3861670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3861755.750000 Penalty: 1003.022827
	Iteration 45Q: 3 clusters Score -3861756 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3861855.500000 Penalty: 1003.022827
	Iteration 46Q: 3 clusters Score -3861856 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3861978.000000 Penalty: 1003.022827
	Iteration 47Q: 3 clusters Score -3861978 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3862091.000000 Penalty: 1003.022827
	Iteration 48Q: 3 clusters Score -3862091 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3862195.750000 Penalty: 1003.022827
	Iteration 49Q: 3 clusters Score -3862196 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3862315.500000 Penalty: 1003.022827
	Iteration 50Q: 3 clusters Score -3862316 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3862409.000000 Penalty: 1003.022827
	Iteration 51Q: 3 clusters Score -3862409 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3862519.750000 Penalty: 1003.022827
	Iteration 52Q: 3 clusters Score -3862520 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3862632.000000 Penalty: 1003.022827
	Iteration 53Q: 3 clusters Score -3862632 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3862748.750000 Penalty: 1003.022827
	Iteration 54Q: 3 clusters Score -3862749 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3862860.750000 Penalty: 1003.022827
	Iteration 55Q: 3 clusters Score -3862861 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3862967.500000 Penalty: 1003.022827
	Iteration 56Q: 3 clusters Score -3862968 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3863081.500000 Penalty: 1003.022827
	Iteration 57Q: 3 clusters Score -3863082 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3863206.000000 Penalty: 1003.022827
	Iteration 58Q: 3 clusters Score -3863206 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3863322.250000 Penalty: 1003.022827
	Iteration 59Q: 3 clusters Score -3863322 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3863422.250000 Penalty: 1003.022827
	Iteration 60F: 3 clusters Score -3863422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3863529.250000 Penalty: 1003.022827
	Iteration 61Q: 3 clusters Score -3863529 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3863648.500000 Penalty: 1003.022827
	Iteration 62Q: 3 clusters Score -3863648 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3863801.750000 Penalty: 1003.022827
	Iteration 63Q: 3 clusters Score -3863802 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3863940.750000 Penalty: 1003.022827
	Iteration 64Q: 3 clusters Score -3863941 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3864058.250000 Penalty: 1003.022827
	Iteration 65Q: 3 clusters Score -3864058 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3864153.000000 Penalty: 1003.022827
	Iteration 66Q: 3 clusters Score -3864153 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3864266.500000 Penalty: 1003.022827
	Iteration 67Q: 3 clusters Score -3864266 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3864400.500000 Penalty: 1003.022827
	Iteration 68Q: 3 clusters Score -3864400 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3864533.500000 Penalty: 1003.022827
	Iteration 69Q: 3 clusters Score -3864534 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3864651.000000 Penalty: 1003.022827
	Iteration 70Q: 3 clusters Score -3864651 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3864760.250000 Penalty: 1003.022827
	Iteration 71Q: 3 clusters Score -3864760 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3864866.000000 Penalty: 1003.022827
	Iteration 72Q: 3 clusters Score -3864866 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3864969.250000 Penalty: 1003.022827
	Iteration 73Q: 3 clusters Score -3864969 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3865058.250000 Penalty: 1003.022827
	Iteration 74Q: 3 clusters Score -3865058 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3865125.250000 Penalty: 1003.022827
	Iteration 75Q: 3 clusters Score -3865125 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3865191.750000 Penalty: 1003.022827
	Iteration 76Q: 3 clusters Score -3865192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3865250.000000 Penalty: 1003.022827
	Iteration 77Q: 3 clusters Score -3865250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3865295.750000 Penalty: 1003.022827
	Iteration 78Q: 3 clusters Score -3865296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3865330.750000 Penalty: 1003.022827
	Iteration 79Q: 3 clusters Score -3865331 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3865361.500000 Penalty: 1003.022827
	Iteration 80F: 3 clusters Score -3865362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3865397.000000 Penalty: 1003.022827
	Iteration 81Q: 3 clusters Score -3865397 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3865441.000000 Penalty: 1003.022827
	Iteration 82Q: 3 clusters Score -3865441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3865481.500000 Penalty: 1003.022827
	Iteration 83Q: 3 clusters Score -3865482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3865497.250000 Penalty: 1003.022827
	Iteration 84Q: 3 clusters Score -3865497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3865523.500000 Penalty: 1003.022827
	Iteration 85Q: 3 clusters Score -3865524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3865555.000000 Penalty: 1003.022827
	Iteration 86Q: 3 clusters Score -3865555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3865589.250000 Penalty: 1003.022827
	Iteration 87Q: 3 clusters Score -3865589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3865605.750000 Penalty: 1003.022827
	Iteration 88Q: 3 clusters Score -3865606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3865629.250000 Penalty: 1003.022827
	Iteration 89Q: 3 clusters Score -3865629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3865636.750000 Penalty: 1003.022827
	Iteration 90Q: 3 clusters Score -3865637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3865646.500000 Penalty: 1003.022827
	Iteration 91Q: 3 clusters Score -3865646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3865658.750000 Penalty: 1003.022827
	Iteration 92Q: 3 clusters Score -3865659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3865664.000000 Penalty: 1003.022827
	Iteration 93Q: 3 clusters Score -3865664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3865670.000000 Penalty: 1003.022827
	Iteration 94Q: 3 clusters Score -3865670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3865670.000000 Penalty: 1003.022827
	Iteration 95Q: 3 clusters Score -3865670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3865677.250000 Penalty: 1003.022827
	Iteration 96Q: 3 clusters Score -3865677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3865675.500000 Penalty: 1003.022827
	Iteration 97Q: 3 clusters Score -3865676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3865680.750000 Penalty: 1003.022827
	Iteration 98Q: 3 clusters Score -3865681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3865683.500000 Penalty: 1003.022827
	Iteration 99Q: 3 clusters Score -3865684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3865684.750000 Penalty: 1003.022827
	Iteration 100F: 3 clusters Score -3865685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3865677.500000 Penalty: 1003.022827
	Iteration 101Q: 3 clusters Score -3865678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3865683.250000 Penalty: 1003.022827
	Iteration 102Q: 3 clusters Score -3865683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3865682.000000 Penalty: 1003.022827
	Iteration 103Q: 3 clusters Score -3865682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3865680.750000 Penalty: 1003.022827
	Iteration 104Q: 3 clusters Score -3865681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3865686.500000 Penalty: 1003.022827
	Iteration 105Q: 3 clusters Score -3865686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3865683.750000 Penalty: 1003.022827
	Iteration 106Q: 3 clusters Score -3865684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3865683.750000 Penalty: 1003.022827
	Iteration 107F: 3 clusters Score -3865684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16139.833008 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16139.83 nChanged 78
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: -16233.423828 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16233.42 nChanged 23
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: -16264.941406 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16264.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16286.266602 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -16286.27 nChanged 8
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: -16297.065430 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -16297.07 nChanged 6
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: -16304.821289 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16304.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16306.772461 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -16306.77 nChanged 2
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: -16307.460938 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -16307.46 nChanged 0
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: -16307.460938 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -16307.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74680.703125 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74680.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74956.078125 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -74956.08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -75020.898438 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75020.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75057.812500 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -75057.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75081.359375 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -75081.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75095.281250 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75095.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75105.945312 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75105.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75120.054688 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -75120.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75137.796875 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75137.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75156.351562 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75156.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75184.164062 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75184.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75224.578125 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75224.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75254.507812 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75254.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75286.687500 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75286.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75306.898438 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75317.328125 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75317.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75324.062500 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -75324.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75329.585938 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -75329.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75330.820312 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -75330.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75332.617188 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -75332.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75333.445312 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -75333.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75335.234375 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -75335.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75337.351562 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -75337.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75338.539062 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -75338.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75343.164062 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -75343.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75344.257812 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -75344.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75345.203125 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -75345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75345.312500 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -75345.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75345.312500 Penalty: 643.126099
	Iteration 28F: 3 clusters Score -75345.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65079.949219 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65079.95 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65324.714844 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65324.71 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65366.343750 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65366.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65392.628906 Penalty: 630.496948
	Iteration 3Q: 3 clusters Score -65392.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65423.261719 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -65423.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65447.460938 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65447.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65478.480469 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65478.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65511.171875 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65511.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65545.859375 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65545.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65573.953125 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65573.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65592.195312 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -65592.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65605.617188 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -65605.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65621.148438 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -65621.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65635.890625 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -65635.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65652.062500 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -65652.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -65681.093750 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -65681.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65711.210938 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -65711.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65738.179688 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -65738.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -65763.195312 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -65763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65785.031250 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -65785.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -65801.171875 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -65801.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65810.187500 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -65810.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65816.757812 Penalty: 630.496948
	Iteration 22Q: 3 clusters Score -65816.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -65821.093750 Penalty: 630.496948
	Iteration 23Q: 3 clusters Score -65821.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -65822.773438 Penalty: 630.496948
	Iteration 24Q: 3 clusters Score -65822.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65823.585938 Penalty: 630.496948
	Iteration 25Q: 3 clusters Score -65823.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65824.398438 Penalty: 630.496948
	Iteration 26Q: 3 clusters Score -65824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -65824.515625 Penalty: 630.496948
	Iteration 27Q: 3 clusters Score -65824.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -65824.664062 Penalty: 630.496948
	Iteration 28Q: 3 clusters Score -65824.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -65824.664062 Penalty: 630.496948
	Iteration 29F: 3 clusters Score -65824.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -9676.716797 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9676.717 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 98 members 
Entering Unmasked Estep 
Score: -9461.705078 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9461.705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9581.928711 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9581.929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9636.724609 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9636.725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9672.929688 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -9672.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9684.023438 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9684.023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9685.000000 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9689.502930 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9689.503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9690.231445 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9690.231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9691.651367 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9691.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9691.651367 Penalty: 478.432068
	Iteration 9F: 3 clusters Score -9691.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 51 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 141 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299248.000000 Penalty: 44907.519531
Splitting cluster 62 changes total score from -53299676.000000 to -53299248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 101 members 
Entering Unmasked Estep 
Score: -10835.337891 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10835.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10930.118164 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10930.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10974.364258 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10974.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11016.931641 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11016.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11040.436523 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11040.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11074.435547 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11074.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11082.175781 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11082.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11085.330078 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11085.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11089.003906 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11094.967773 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -11094.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11096.187500 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -11096.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11100.562500 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -11100.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11104.916016 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -11104.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11104.916016 Penalty: 480.308441
	Iteration 13F: 3 clusters Score -11104.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28180.587891 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28180.59 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28304.193359 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28304.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28352.898438 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28387.248047 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28387.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28402.820312 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28402.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28413.423828 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28413.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28419.052734 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28419.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28420.634766 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28420.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28422.505859 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28422.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28425.085938 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28425.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28426.556641 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28426.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28428.167969 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28428.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28430.546875 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28430.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28436.695312 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28441.023438 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28441.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28444.064453 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28444.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28448.529297 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28448.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28453.906250 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28453.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28457.878906 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28457.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28461.445312 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -28461.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28463.951172 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -28463.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28464.990234 Penalty: 554.924744
	Iteration 21Q: 3 clusters Score -28464.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28465.724609 Penalty: 554.924744
	Iteration 22Q: 3 clusters Score -28465.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28465.724609 Penalty: 554.924744
	Iteration 23F: 3 clusters Score -28465.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 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 71 members 
Entering Unmasked Estep 
Score: -7598.117676 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7598.118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7645.507812 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7645.508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7655.976074 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7655.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7660.003418 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7660.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7660.003418 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -7660.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -12640.949219 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -12640.95 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 82 members 
Entering Unmasked Estep 
Score: -12365.016602 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -12365.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12406.569336 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -12406.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12414.782227 Penalty: 471.542328
	Iteration 2Q: 3 clusters Score -12414.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12418.020508 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -12418.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12426.993164 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -12426.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12430.841797 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -12430.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12435.560547 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -12435.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12435.560547 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -12435.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -11561.458008 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11561.46 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 130 members 
Entering Unmasked Estep 
Score: -11249.504883 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11249.5 nChanged 80
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: -11454.191406 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11454.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11509.928711 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11509.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11541.398438 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -11541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11564.874023 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11564.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11573.042969 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11573.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11583.343750 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11583.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11583.343750 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -11583.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 100 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
Score: -53299280.000000 Penalty: 44907.519531
Splitting cluster 67 changes total score from -53299676.000000 to -53299280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 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 62 members 
Entering Unmasked Estep 
Score: -8114.336914 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8114.337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8192.620117 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8192.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8237.968750 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8237.969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8305.610352 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -8305.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8316.546875 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8316.547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8323.208008 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8323.208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8327.319336 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -8327.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8327.319336 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -8327.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25198.712891 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25198.71 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25298.285156 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25298.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25334.701172 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25350.800781 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -25350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25361.322266 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25361.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25364.238281 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25364.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25364.990234 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25364.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25365.494141 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25365.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25365.494141 Penalty: 545.223267
	Iteration 8F: 3 clusters Score -25365.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29380.669922 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29380.67 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29538.046875 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29538.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29620.634766 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29620.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29653.886719 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -29653.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29667.791016 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29667.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29672.923828 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29672.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29675.689453 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29675.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29678.501953 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29686.380859 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29686.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29687.482422 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29687.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29688.771484 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29688.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29690.550781 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29690.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29691.488281 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29691.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29691.488281 Penalty: 565.529358
	Iteration 13F: 3 clusters Score -29691.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -32112.923828 Penalty: 276.740967
	Iteration 0F: 2 clusters Score -32112.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31667.873047 Penalty: 553.481934
	Iteration 0F: 3 clusters Score -31667.87 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31820.046875 Penalty: 553.481934
	Iteration 1F: 3 clusters Score -31820.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31861.726562 Penalty: 553.481934
	Iteration 2F: 3 clusters Score -31861.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31887.029297 Penalty: 553.481934
	Iteration 3Q: 3 clusters Score -31887.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31899.962891 Penalty: 553.481934
	Iteration 4Q: 3 clusters Score -31899.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31902.003906 Penalty: 553.481934
	Iteration 5Q: 3 clusters Score -31902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31902.808594 Penalty: 553.481934
	Iteration 6Q: 3 clusters Score -31902.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31903.791016 Penalty: 553.481934
	Iteration 7Q: 3 clusters Score -31903.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -31905.775391 Penalty: 553.481934
	Iteration 8Q: 3 clusters Score -31905.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31907.933594 Penalty: 553.481934
	Iteration 9Q: 3 clusters Score -31907.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31909.019531 Penalty: 553.481934
	Iteration 10Q: 3 clusters Score -31909.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31910.498047 Penalty: 553.481934
	Iteration 11Q: 3 clusters Score -31910.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31910.498047 Penalty: 553.481934
	Iteration 12F: 3 clusters Score -31910.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90690 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 84299 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80534 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75004 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 83217 members 
Mstep: Class 19 contains 74556 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 85709 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61220 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299628.000000 Penalty: 44283.800781
Iteration 279Q: 72 clusters Score -5.329963e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90671 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 84294 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80540 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74942 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86479 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 83096 members 
Mstep: Class 19 contains 74571 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3657 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1732 members 
Mstep: Class 28 contains 85731 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55316 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 79685 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 61875 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299508.000000 Penalty: 44283.800781
Iteration 280F: 72 clusters Score -5.329951e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90645 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 84276 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80543 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74859 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86477 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 82995 members 
Mstep: Class 19 contains 74599 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 85731 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 55149 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 79277 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 126 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 62571 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299516.000000 Penalty: 44283.800781
Iteration 281Q: 72 clusters Score -5.329952e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90626 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3177 members 
Mstep: Class 5 contains 84253 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80558 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74781 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86487 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 82930 members 
Mstep: Class 19 contains 74627 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3654 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 85724 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 54979 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 78848 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 126 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 63237 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299448.000000 Penalty: 44283.800781
Iteration 282Q: 72 clusters Score -5.329945e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90593 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 84274 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80597 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74681 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86505 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 82897 members 
Mstep: Class 19 contains 74633 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3654 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 85702 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 54799 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 78404 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 127 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 63895 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299532.000000 Penalty: 44283.800781
Iteration 283Q: 72 clusters Score -5.329953e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90559 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 84250 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80652 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74604 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86513 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3947 members 
Mstep: Class 18 contains 82809 members 
Mstep: Class 19 contains 74653 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3666 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 85697 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 54616 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 77972 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 127 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 64588 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299540.000000 Penalty: 44283.800781
Iteration 284Q: 72 clusters Score -5.329954e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90501 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 84222 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80675 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74545 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86524 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 82724 members 
Mstep: Class 19 contains 74680 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3674 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 85687 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 54444 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 77603 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 128 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 65246 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299476.000000 Penalty: 44283.800781
Iteration 285Q: 72 clusters Score -5.329948e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90429 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 84168 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80716 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74487 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86511 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 82630 members 
Mstep: Class 19 contains 74713 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3679 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 85695 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 54273 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 77220 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 65949 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299452.000000 Penalty: 44283.800781
Iteration 286Q: 72 clusters Score -5.329945e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90361 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 84119 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80724 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74428 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86524 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 82562 members 
Mstep: Class 19 contains 74744 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3680 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 85661 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 54112 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 76804 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 66695 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299732.000000 Penalty: 44283.800781
Iteration 287Q: 72 clusters Score -5.329973e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90277 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 84061 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80750 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74350 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86538 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 82520 members 
Mstep: Class 19 contains 74751 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3690 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 85652 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53971 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 76360 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 67446 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299860.000000 Penalty: 44283.800781
Iteration 288Q: 72 clusters Score -5.329986e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90190 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 84052 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80790 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74264 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86492 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 82481 members 
Mstep: Class 19 contains 74759 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 85621 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53827 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 75928 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 68213 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299960.000000 Penalty: 44283.800781
Iteration 289Q: 72 clusters Score -5.329996e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90089 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 84063 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80799 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74165 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86466 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 82469 members 
Mstep: Class 19 contains 74748 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1771 members 
Mstep: Class 28 contains 85617 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53677 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 75481 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 68992 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299916.000000 Penalty: 44283.800781
Iteration 290Q: 72 clusters Score -5.329992e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89971 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 84082 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80820 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74056 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86463 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 82518 members 
Mstep: Class 19 contains 74708 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1785 members 
Mstep: Class 28 contains 85601 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53508 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 75068 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 69738 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300020.000000 Penalty: 44283.800781
Iteration 291Q: 72 clusters Score -5.330002e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89869 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 84041 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80857 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73947 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86480 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 82547 members 
Mstep: Class 19 contains 74666 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3701 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 85574 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53340 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 74694 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 70470 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300020.000000 Penalty: 44283.800781
Iteration 292Q: 72 clusters Score -5.330002e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89769 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 84013 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80898 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73862 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86464 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3958 members 
Mstep: Class 18 contains 82588 members 
Mstep: Class 19 contains 74641 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 85513 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53194 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 74333 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 71182 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300024.000000 Penalty: 44283.800781
Iteration 293Q: 72 clusters Score -5.330002e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89688 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 5 contains 83979 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80900 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73767 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86439 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 82625 members 
Mstep: Class 19 contains 74613 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3689 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 85499 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 53044 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 73995 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 71891 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300148.000000 Penalty: 44283.800781
Iteration 294Q: 72 clusters Score -5.330015e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89621 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 83962 members 
Mstep: Class 6 contains 517 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80872 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73659 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86426 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 82579 members 
Mstep: Class 19 contains 74581 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3690 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 85509 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52889 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 73707 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 72603 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300280.000000 Penalty: 44283.800781
Iteration 295Q: 72 clusters Score -5.330028e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89570 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 3571 members 
Mstep: Class 5 contains 83933 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80821 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73558 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86415 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 82543 members 
Mstep: Class 19 contains 74539 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 85494 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52733 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 73438 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 73345 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300472.000000 Penalty: 44283.800781
Iteration 296Q: 72 clusters Score -5.330047e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89541 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 83906 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80783 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73458 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86393 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 82457 members 
Mstep: Class 19 contains 74488 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1847 members 
Mstep: Class 28 contains 85510 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52563 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 73173 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 74092 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300476.000000 Penalty: 44283.800781
Iteration 297Q: 72 clusters Score -5.330048e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89500 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 83848 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 2099 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80780 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73376 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86351 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 82350 members 
Mstep: Class 19 contains 74420 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3698 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1849 members 
Mstep: Class 28 contains 85493 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52418 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 72949 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 74847 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300788.000000 Penalty: 44283.800781
Iteration 298Q: 72 clusters Score -5.330079e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89460 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 83810 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73288 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86323 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 82276 members 
Mstep: Class 19 contains 74351 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3702 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1852 members 
Mstep: Class 28 contains 85437 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52282 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 72738 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 75563 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300736.000000 Penalty: 44283.800781
Iteration 299Q: 72 clusters Score -5.330074e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89414 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 83791 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80782 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73180 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86305 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 18 contains 82183 members 
Mstep: Class 19 contains 74311 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3703 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 85376 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52161 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 72518 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 76246 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300956.000000 Penalty: 44283.800781
Iteration 300F: 72 clusters Score -5.330096e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89357 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3623 members 
Mstep: Class 5 contains 83806 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80804 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73073 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86296 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3988 members 
Mstep: Class 18 contains 82032 members 
Mstep: Class 19 contains 74246 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 85379 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 52035 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 72272 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 76935 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301128.000000 Penalty: 44283.800781
Iteration 301Q: 72 clusters Score -5.330113e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89267 members 
Mstep: Class 3 contains 1753 members 
Mstep: Class 4 contains 3637 members 
Mstep: Class 5 contains 83821 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80812 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72931 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86228 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 81835 members 
Mstep: Class 19 contains 74182 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3696 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 85399 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51927 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 72067 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 77761 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301344.000000 Penalty: 44283.800781
Iteration 302Q: 72 clusters Score -5.330134e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89181 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 83859 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80789 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72769 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86100 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 81605 members 
Mstep: Class 19 contains 74070 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 85395 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51777 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71885 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 78805 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301564.000000 Penalty: 44283.800781
Iteration 303Q: 72 clusters Score -5.330156e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89088 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 83842 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80733 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72567 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85925 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 81325 members 
Mstep: Class 19 contains 73929 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3682 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 85349 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51634 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71719 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 80126 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301748.000000 Penalty: 44283.800781
Iteration 304Q: 72 clusters Score -5.330175e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89002 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 83770 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80639 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72305 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85671 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 18 contains 80928 members 
Mstep: Class 19 contains 73745 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3664 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1867 members 
Mstep: Class 28 contains 85297 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51475 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71575 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 81843 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301280.000000 Penalty: 44283.800781
Iteration 305Q: 72 clusters Score -5.330128e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88910 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 83673 members 
Mstep: Class 6 contains 519 members 
Mstep: Class 7 contains 2096 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80549 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71965 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85293 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4037 members 
Mstep: Class 18 contains 80411 members 
Mstep: Class 19 contains 73477 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3646 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 85301 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51345 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71416 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83902 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300820.000000 Penalty: 44283.800781
Iteration 306Q: 72 clusters Score -5.330082e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88815 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 3674 members 
Mstep: Class 5 contains 83578 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80493 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71575 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84793 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 79761 members 
Mstep: Class 19 contains 73203 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3616 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1879 members 
Mstep: Class 28 contains 85278 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51190 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71268 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86279 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300088.000000 Penalty: 44283.800781
Iteration 307Q: 72 clusters Score -5.330009e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88703 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 83484 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 2110 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71122 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84166 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4074 members 
Mstep: Class 18 contains 79118 members 
Mstep: Class 19 contains 72919 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3575 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 85280 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 51071 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71147 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88761 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298808.000000 Penalty: 44283.800781
Iteration 308Q: 72 clusters Score -5.329881e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88615 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 83490 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80369 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70684 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83424 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 18 contains 78426 members 
Mstep: Class 19 contains 72584 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3544 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 85367 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50957 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71045 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91235 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297264.000000 Penalty: 44283.800781
Iteration 309Q: 72 clusters Score -5.329726e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88529 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 83595 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 2149 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80300 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70269 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82715 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4076 members 
Mstep: Class 18 contains 77849 members 
Mstep: Class 19 contains 72278 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3531 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1898 members 
Mstep: Class 28 contains 85471 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50835 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70944 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93368 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295900.000000 Penalty: 44283.800781
Iteration 310Q: 72 clusters Score -5.32959e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88462 members 
Mstep: Class 3 contains 1752 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 83797 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80406 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69905 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82072 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 77291 members 
Mstep: Class 19 contains 72034 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3511 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 85591 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50702 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70918 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 94948 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294484.000000 Penalty: 44283.800781
Iteration 311Q: 72 clusters Score -5.329448e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88398 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 83935 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80536 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69663 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81545 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 76813 members 
Mstep: Class 19 contains 71809 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1908 members 
Mstep: Class 28 contains 85686 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50587 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70935 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 96162 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293064.000000 Penalty: 44283.800781
Iteration 312Q: 72 clusters Score -5.329306e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88324 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 3759 members 
Mstep: Class 5 contains 84125 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 80803 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69428 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81240 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 76487 members 
Mstep: Class 19 contains 71701 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3490 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1913 members 
Mstep: Class 28 contains 85768 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50492 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70954 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 96683 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292752.000000 Penalty: 44283.800781
Iteration 313Q: 72 clusters Score -5.329275e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88162 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 84275 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81146 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69283 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81286 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 76401 members 
Mstep: Class 19 contains 71678 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 85765 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50403 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70968 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 96582 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292624.000000 Penalty: 44283.800781
Iteration 314Q: 72 clusters Score -5.329262e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87909 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 84364 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81432 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69221 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81729 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 76437 members 
Mstep: Class 19 contains 71664 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3504 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1925 members 
Mstep: Class 28 contains 85785 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50324 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71012 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 96024 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292432.000000 Penalty: 44283.800781
Iteration 315Q: 72 clusters Score -5.329243e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87642 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 84443 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81656 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69173 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82331 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3992 members 
Mstep: Class 18 contains 76567 members 
Mstep: Class 19 contains 71641 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3504 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1934 members 
Mstep: Class 28 contains 85831 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50239 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71005 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 95323 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292564.000000 Penalty: 44283.800781
Iteration 316Q: 72 clusters Score -5.329256e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87330 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 84503 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81877 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69156 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82961 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 76715 members 
Mstep: Class 19 contains 71608 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3508 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1946 members 
Mstep: Class 28 contains 85897 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50151 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70960 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 94606 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293060.000000 Penalty: 44283.800781
Iteration 317Q: 72 clusters Score -5.329306e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87047 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 3862 members 
Mstep: Class 5 contains 84569 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82007 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69129 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83572 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 76851 members 
Mstep: Class 19 contains 71570 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3515 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 85955 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50093 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70889 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 94001 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293056.000000 Penalty: 44283.800781
Iteration 318Q: 72 clusters Score -5.329306e+07 nChanged 3806
Entering ConstructFrom: 
Score: -53293056.000000 Penalty: 44283.800781
Entering ConstructFrom: 
Trying to split cluster 1 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5371.824219 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -5371.824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5191.650391 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -5191.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5216.055664 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -5216.056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5220.352051 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -5220.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5223.374023 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -5223.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5227.142578 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -5227.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5230.355469 Penalty: 404.281281
	Iteration 5Q: 3 clusters Score -5230.355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5234.987793 Penalty: 404.281281
	Iteration 6Q: 3 clusters Score -5234.988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5254.811523 Penalty: 404.281281
	Iteration 7Q: 3 clusters Score -5254.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5254.811523 Penalty: 404.281281
	Iteration 8F: 3 clusters Score -5254.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Entering Unmasked Estep 
Score: -5358242.000000 Penalty: 517.350830
	Iteration 0F: 2 clusters Score -5358242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5300401.500000 Penalty: 1034.701660
	Iteration 0F: 3 clusters Score -5300402 nChanged 42497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5326672.000000 Penalty: 1034.701660
	Iteration 1F: 3 clusters Score -5326672 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5329109.000000 Penalty: 1034.701660
	Iteration 2F: 3 clusters Score -5329109 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5333385.000000 Penalty: 1034.701660
	Iteration 3F: 3 clusters Score -5333385 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -5339538.000000 Penalty: 1034.701660
	Iteration 4F: 3 clusters Score -5339538 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -5346679.000000 Penalty: 1034.701660
	Iteration 5F: 3 clusters Score -5346679 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -5353234.500000 Penalty: 1034.701660
	Iteration 6F: 3 clusters Score -5353234 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5356495.000000 Penalty: 1034.701660
	Iteration 7Q: 3 clusters Score -5356495 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5357166.500000 Penalty: 1034.701660
	Iteration 8Q: 3 clusters Score -5357166 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5357482.500000 Penalty: 1034.701660
	Iteration 9Q: 3 clusters Score -5357482 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5357645.500000 Penalty: 1034.701660
	Iteration 10Q: 3 clusters Score -5357646 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5357759.500000 Penalty: 1034.701660
	Iteration 11Q: 3 clusters Score -5357760 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5357867.000000 Penalty: 1034.701660
	Iteration 12Q: 3 clusters Score -5357867 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5357948.000000 Penalty: 1034.701660
	Iteration 13Q: 3 clusters Score -5357948 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -5357999.000000 Penalty: 1034.701660
	Iteration 14Q: 3 clusters Score -5357999 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -5358066.000000 Penalty: 1034.701660
	Iteration 15Q: 3 clusters Score -5358066 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -5358122.000000 Penalty: 1034.701660
	Iteration 16Q: 3 clusters Score -5358122 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -5358196.500000 Penalty: 1034.701660
	Iteration 17Q: 3 clusters Score -5358196 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5358268.500000 Penalty: 1034.701660
	Iteration 18Q: 3 clusters Score -5358268 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5358262.500000 Penalty: 1034.701660
	Iteration 19Q: 3 clusters Score -5358262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -5358339.500000 Penalty: 1034.701660
	Iteration 20F: 3 clusters Score -5358340 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5358373.000000 Penalty: 1034.701660
	Iteration 21Q: 3 clusters Score -5358373 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5358412.500000 Penalty: 1034.701660
	Iteration 22Q: 3 clusters Score -5358412 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -5358458.000000 Penalty: 1034.701660
	Iteration 23Q: 3 clusters Score -5358458 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5358495.500000 Penalty: 1034.701660
	Iteration 24Q: 3 clusters Score -5358496 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5358525.500000 Penalty: 1034.701660
	Iteration 25Q: 3 clusters Score -5358526 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -5358530.000000 Penalty: 1034.701660
	Iteration 26Q: 3 clusters Score -5358530 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5358538.500000 Penalty: 1034.701660
	Iteration 27Q: 3 clusters Score -5358538 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5358536.000000 Penalty: 1034.701660
	Iteration 28Q: 3 clusters Score -5358536 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5358556.000000 Penalty: 1034.701660
	Iteration 29Q: 3 clusters Score -5358556 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5358570.500000 Penalty: 1034.701660
	Iteration 30Q: 3 clusters Score -5358570 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5358586.000000 Penalty: 1034.701660
	Iteration 31Q: 3 clusters Score -5358586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5358574.000000 Penalty: 1034.701660
	Iteration 32Q: 3 clusters Score -5358574 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5358582.500000 Penalty: 1034.701660
	Iteration 33Q: 3 clusters Score -5358582 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -5358560.500000 Penalty: 1034.701660
	Iteration 34Q: 3 clusters Score -5358560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5358571.000000 Penalty: 1034.701660
	Iteration 35Q: 3 clusters Score -5358571 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5358578.500000 Penalty: 1034.701660
	Iteration 36Q: 3 clusters Score -5358578 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5358573.500000 Penalty: 1034.701660
	Iteration 37Q: 3 clusters Score -5358574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5358573.500000 Penalty: 1034.701660
	Iteration 38Q: 3 clusters Score -5358574 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5358570.500000 Penalty: 1034.701660
	Iteration 39Q: 3 clusters Score -5358570 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5358570.500000 Penalty: 1034.701660
	Iteration 40F: 3 clusters Score -5358570 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5358549.000000 Penalty: 1034.701660
	Iteration 41Q: 3 clusters Score -5358549 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5358534.500000 Penalty: 1034.701660
	Iteration 42Q: 3 clusters Score -5358534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5358532.500000 Penalty: 1034.701660
	Iteration 43Q: 3 clusters Score -5358532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5358532.000000 Penalty: 1034.701660
	Iteration 44Q: 3 clusters Score -5358532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5358522.500000 Penalty: 1034.701660
	Iteration 45Q: 3 clusters Score -5358522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5358527.000000 Penalty: 1034.701660
	Iteration 46Q: 3 clusters Score -5358527 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5358502.500000 Penalty: 1034.701660
	Iteration 47Q: 3 clusters Score -5358502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5358506.000000 Penalty: 1034.701660
	Iteration 48Q: 3 clusters Score -5358506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5358499.000000 Penalty: 1034.701660
	Iteration 49Q: 3 clusters Score -5358499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84015 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5358489.000000 Penalty: 1034.701660
	Iteration 50Q: 3 clusters Score -5358489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5358488.000000 Penalty: 1034.701660
	Iteration 51Q: 3 clusters Score -5358488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5358476.500000 Penalty: 1034.701660
	Iteration 52Q: 3 clusters Score -5358476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5358465.500000 Penalty: 1034.701660
	Iteration 53Q: 3 clusters Score -5358466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5358467.000000 Penalty: 1034.701660
	Iteration 54Q: 3 clusters Score -5358467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5358460.500000 Penalty: 1034.701660
	Iteration 55Q: 3 clusters Score -5358460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5358438.000000 Penalty: 1034.701660
	Iteration 56Q: 3 clusters Score -5358438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5358424.000000 Penalty: 1034.701660
	Iteration 57Q: 3 clusters Score -5358424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5358416.000000 Penalty: 1034.701660
	Iteration 58Q: 3 clusters Score -5358416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5358405.000000 Penalty: 1034.701660
	Iteration 59Q: 3 clusters Score -5358405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5358405.500000 Penalty: 1034.701660
	Iteration 60F: 3 clusters Score -5358406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5358396.500000 Penalty: 1034.701660
	Iteration 61Q: 3 clusters Score -5358396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5358399.500000 Penalty: 1034.701660
	Iteration 62Q: 3 clusters Score -5358400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5358404.000000 Penalty: 1034.701660
	Iteration 63Q: 3 clusters Score -5358404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5358394.000000 Penalty: 1034.701660
	Iteration 64Q: 3 clusters Score -5358394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5358382.000000 Penalty: 1034.701660
	Iteration 65Q: 3 clusters Score -5358382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5358378.500000 Penalty: 1034.701660
	Iteration 66Q: 3 clusters Score -5358378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5358369.000000 Penalty: 1034.701660
	Iteration 67Q: 3 clusters Score -5358369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5358365.000000 Penalty: 1034.701660
	Iteration 68Q: 3 clusters Score -5358365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5358363.500000 Penalty: 1034.701660
	Iteration 69Q: 3 clusters Score -5358364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5358365.000000 Penalty: 1034.701660
	Iteration 70Q: 3 clusters Score -5358365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5358356.000000 Penalty: 1034.701660
	Iteration 71Q: 3 clusters Score -5358356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5358360.500000 Penalty: 1034.701660
	Iteration 72Q: 3 clusters Score -5358360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5358367.500000 Penalty: 1034.701660
	Iteration 73Q: 3 clusters Score -5358368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5358356.000000 Penalty: 1034.701660
	Iteration 74Q: 3 clusters Score -5358356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5358350.500000 Penalty: 1034.701660
	Iteration 75Q: 3 clusters Score -5358350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5358359.500000 Penalty: 1034.701660
	Iteration 76Q: 3 clusters Score -5358360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5358345.500000 Penalty: 1034.701660
	Iteration 77Q: 3 clusters Score -5358346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5358349.500000 Penalty: 1034.701660
	Iteration 78Q: 3 clusters Score -5358350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5358343.000000 Penalty: 1034.701660
	Iteration 79Q: 3 clusters Score -5358343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5358345.500000 Penalty: 1034.701660
	Iteration 80F: 3 clusters Score -5358346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5358350.000000 Penalty: 1034.701660
	Iteration 81Q: 3 clusters Score -5358350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5358349.500000 Penalty: 1034.701660
	Iteration 82Q: 3 clusters Score -5358350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5358349.500000 Penalty: 1034.701660
	Iteration 83Q: 3 clusters Score -5358350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5358342.500000 Penalty: 1034.701660
	Iteration 84Q: 3 clusters Score -5358342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5358345.500000 Penalty: 1034.701660
	Iteration 85Q: 3 clusters Score -5358346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5358343.000000 Penalty: 1034.701660
	Iteration 86Q: 3 clusters Score -5358343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5358340.500000 Penalty: 1034.701660
	Iteration 87Q: 3 clusters Score -5358340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5358340.500000 Penalty: 1034.701660
	Iteration 88Q: 3 clusters Score -5358340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5358337.500000 Penalty: 1034.701660
	Iteration 89Q: 3 clusters Score -5358338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5358338.000000 Penalty: 1034.701660
	Iteration 90Q: 3 clusters Score -5358338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5358338.000000 Penalty: 1034.701660
	Iteration 91F: 3 clusters Score -5358338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85133 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 1579 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292800.000000 Penalty: 44907.519531
Splitting cluster 2 changes total score from -53293056.000000 to -53292800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -126744.640625 Penalty: 343.983673
	Iteration 0F: 2 clusters Score -126744.6 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 1006 members 
Entering Unmasked Estep 
Score: -125377.351562 Penalty: 687.967346
	Iteration 0F: 3 clusters Score -125377.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -125821.234375 Penalty: 687.967346
	Iteration 1F: 3 clusters Score -125821.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -125885.960938 Penalty: 687.967346
	Iteration 2F: 3 clusters Score -125886 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -125941.703125 Penalty: 687.967346
	Iteration 3Q: 3 clusters Score -125941.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -126010.765625 Penalty: 687.967346
	Iteration 4F: 3 clusters Score -126010.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -126078.375000 Penalty: 687.967346
	Iteration 5Q: 3 clusters Score -126078.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -126160.804688 Penalty: 687.967346
	Iteration 6Q: 3 clusters Score -126160.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -126223.882812 Penalty: 687.967346
	Iteration 7Q: 3 clusters Score -126223.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -126263.914062 Penalty: 687.967346
	Iteration 8Q: 3 clusters Score -126263.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -126289.781250 Penalty: 687.967346
	Iteration 9Q: 3 clusters Score -126289.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -126312.601562 Penalty: 687.967346
	Iteration 10Q: 3 clusters Score -126312.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -126328.195312 Penalty: 687.967346
	Iteration 11Q: 3 clusters Score -126328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -126336.257812 Penalty: 687.967346
	Iteration 12Q: 3 clusters Score -126336.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -126345.500000 Penalty: 687.967346
	Iteration 13Q: 3 clusters Score -126345.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -126358.984375 Penalty: 687.967346
	Iteration 14Q: 3 clusters Score -126359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -126378.312500 Penalty: 687.967346
	Iteration 15Q: 3 clusters Score -126378.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -126392.859375 Penalty: 687.967346
	Iteration 16Q: 3 clusters Score -126392.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -126407.640625 Penalty: 687.967346
	Iteration 17Q: 3 clusters Score -126407.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -126422.468750 Penalty: 687.967346
	Iteration 18Q: 3 clusters Score -126422.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -126433.164062 Penalty: 687.967346
	Iteration 19Q: 3 clusters Score -126433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -126436.148438 Penalty: 687.967346
	Iteration 20F: 3 clusters Score -126436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -126438.320312 Penalty: 687.967346
	Iteration 21Q: 3 clusters Score -126438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -126441.828125 Penalty: 687.967346
	Iteration 22Q: 3 clusters Score -126441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -126443.703125 Penalty: 687.967346
	Iteration 23Q: 3 clusters Score -126443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -126445.289062 Penalty: 687.967346
	Iteration 24Q: 3 clusters Score -126445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -126445.765625 Penalty: 687.967346
	Iteration 25Q: 3 clusters Score -126445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -126445.765625 Penalty: 687.967346
	Iteration 26F: 3 clusters Score -126445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -240679.468750 Penalty: 376.122162
	Iteration 0F: 2 clusters Score -240679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -238051.484375 Penalty: 752.244324
	Iteration 0F: 3 clusters Score -238051.5 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -239059.671875 Penalty: 752.244324
	Iteration 1F: 3 clusters Score -239059.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -239294.015625 Penalty: 752.244324
	Iteration 2F: 3 clusters Score -239294 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -239559.328125 Penalty: 752.244324
	Iteration 3F: 3 clusters Score -239559.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -239819.484375 Penalty: 752.244324
	Iteration 4F: 3 clusters Score -239819.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -240005.562500 Penalty: 752.244324
	Iteration 5F: 3 clusters Score -240005.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -240097.000000 Penalty: 752.244324
	Iteration 6Q: 3 clusters Score -240097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -240140.703125 Penalty: 752.244324
	Iteration 7Q: 3 clusters Score -240140.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -240165.656250 Penalty: 752.244324
	Iteration 8Q: 3 clusters Score -240165.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -240184.984375 Penalty: 752.244324
	Iteration 9Q: 3 clusters Score -240185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -240207.609375 Penalty: 752.244324
	Iteration 10Q: 3 clusters Score -240207.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -240230.609375 Penalty: 752.244324
	Iteration 11Q: 3 clusters Score -240230.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -240251.906250 Penalty: 752.244324
	Iteration 12Q: 3 clusters Score -240251.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -240275.843750 Penalty: 752.244324
	Iteration 13Q: 3 clusters Score -240275.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -240292.937500 Penalty: 752.244324
	Iteration 14Q: 3 clusters Score -240292.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -240303.031250 Penalty: 752.244324
	Iteration 15Q: 3 clusters Score -240303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -240308.937500 Penalty: 752.244324
	Iteration 16Q: 3 clusters Score -240308.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -240312.640625 Penalty: 752.244324
	Iteration 17Q: 3 clusters Score -240312.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -240316.984375 Penalty: 752.244324
	Iteration 18Q: 3 clusters Score -240317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -240320.453125 Penalty: 752.244324
	Iteration 19Q: 3 clusters Score -240320.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -240323.031250 Penalty: 752.244324
	Iteration 20F: 3 clusters Score -240323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -240327.390625 Penalty: 752.244324
	Iteration 21Q: 3 clusters Score -240327.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -240329.875000 Penalty: 752.244324
	Iteration 22Q: 3 clusters Score -240329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -240331.703125 Penalty: 752.244324
	Iteration 23Q: 3 clusters Score -240331.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -240333.656250 Penalty: 752.244324
	Iteration 24Q: 3 clusters Score -240333.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -240334.984375 Penalty: 752.244324
	Iteration 25Q: 3 clusters Score -240335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -240335.968750 Penalty: 752.244324
	Iteration 26Q: 3 clusters Score -240336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -240337.046875 Penalty: 752.244324
	Iteration 27Q: 3 clusters Score -240337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -240337.765625 Penalty: 752.244324
	Iteration 28Q: 3 clusters Score -240337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -240338.171875 Penalty: 752.244324
	Iteration 29Q: 3 clusters Score -240338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -240338.312500 Penalty: 752.244324
	Iteration 30Q: 3 clusters Score -240338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -240338.125000 Penalty: 752.244324
	Iteration 31Q: 3 clusters Score -240338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -240338.125000 Penalty: 752.244324
	Iteration 32F: 3 clusters Score -240338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (84643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Entering Unmasked Estep 
Score: -5284236.000000 Penalty: 516.252014
	Iteration 0F: 2 clusters Score -5284236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -5227429.500000 Penalty: 1032.504028
	Iteration 0F: 3 clusters Score -5227430 nChanged 41310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -5252765.000000 Penalty: 1032.504028
	Iteration 1F: 3 clusters Score -5252765 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -5253284.500000 Penalty: 1032.504028
	Iteration 2Q: 3 clusters Score -5253284 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -5253910.000000 Penalty: 1032.504028
	Iteration 3Q: 3 clusters Score -5253910 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5254784.500000 Penalty: 1032.504028
	Iteration 4Q: 3 clusters Score -5254784 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5256330.000000 Penalty: 1032.504028
	Iteration 5Q: 3 clusters Score -5256330 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5258905.000000 Penalty: 1032.504028
	Iteration 6Q: 3 clusters Score -5258905 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5262663.000000 Penalty: 1032.504028
	Iteration 7F: 3 clusters Score -5262663 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5266770.500000 Penalty: 1032.504028
	Iteration 8F: 3 clusters Score -5266770 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -5269287.500000 Penalty: 1032.504028
	Iteration 9F: 3 clusters Score -5269288 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -5270167.000000 Penalty: 1032.504028
	Iteration 10Q: 3 clusters Score -5270167 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -5270576.500000 Penalty: 1032.504028
	Iteration 11Q: 3 clusters Score -5270576 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -5270910.000000 Penalty: 1032.504028
	Iteration 12Q: 3 clusters Score -5270910 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -5271223.000000 Penalty: 1032.504028
	Iteration 13Q: 3 clusters Score -5271223 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -5271625.500000 Penalty: 1032.504028
	Iteration 14Q: 3 clusters Score -5271626 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5272061.000000 Penalty: 1032.504028
	Iteration 15Q: 3 clusters Score -5272061 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5272564.500000 Penalty: 1032.504028
	Iteration 16Q: 3 clusters Score -5272564 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5273083.500000 Penalty: 1032.504028
	Iteration 17Q: 3 clusters Score -5273084 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -5273735.000000 Penalty: 1032.504028
	Iteration 18Q: 3 clusters Score -5273735 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5274418.500000 Penalty: 1032.504028
	Iteration 19Q: 3 clusters Score -5274418 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5275197.000000 Penalty: 1032.504028
	Iteration 20F: 3 clusters Score -5275197 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -5276024.500000 Penalty: 1032.504028
	Iteration 21Q: 3 clusters Score -5276024 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -5276893.500000 Penalty: 1032.504028
	Iteration 22Q: 3 clusters Score -5276894 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -5277923.500000 Penalty: 1032.504028
	Iteration 23Q: 3 clusters Score -5277924 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -5279115.000000 Penalty: 1032.504028
	Iteration 24Q: 3 clusters Score -5279115 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5280146.000000 Penalty: 1032.504028
	Iteration 25Q: 3 clusters Score -5280146 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5281106.000000 Penalty: 1032.504028
	Iteration 26Q: 3 clusters Score -5281106 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5281901.500000 Penalty: 1032.504028
	Iteration 27Q: 3 clusters Score -5281902 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5282549.000000 Penalty: 1032.504028
	Iteration 28Q: 3 clusters Score -5282549 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5283001.500000 Penalty: 1032.504028
	Iteration 29Q: 3 clusters Score -5283002 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5283303.500000 Penalty: 1032.504028
	Iteration 30Q: 3 clusters Score -5283304 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5283479.500000 Penalty: 1032.504028
	Iteration 31Q: 3 clusters Score -5283480 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5283580.000000 Penalty: 1032.504028
	Iteration 32Q: 3 clusters Score -5283580 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5283659.000000 Penalty: 1032.504028
	Iteration 33Q: 3 clusters Score -5283659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5283702.500000 Penalty: 1032.504028
	Iteration 34Q: 3 clusters Score -5283702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5283727.500000 Penalty: 1032.504028
	Iteration 35Q: 3 clusters Score -5283728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5283743.000000 Penalty: 1032.504028
	Iteration 36Q: 3 clusters Score -5283743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5283755.500000 Penalty: 1032.504028
	Iteration 37Q: 3 clusters Score -5283756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5283753.500000 Penalty: 1032.504028
	Iteration 38Q: 3 clusters Score -5283754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5283765.000000 Penalty: 1032.504028
	Iteration 39Q: 3 clusters Score -5283765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5283771.500000 Penalty: 1032.504028
	Iteration 40F: 3 clusters Score -5283772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5283776.000000 Penalty: 1032.504028
	Iteration 41Q: 3 clusters Score -5283776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84398 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5283773.500000 Penalty: 1032.504028
	Iteration 42Q: 3 clusters Score -5283774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5283780.000000 Penalty: 1032.504028
	Iteration 43Q: 3 clusters Score -5283780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5283793.000000 Penalty: 1032.504028
	Iteration 44Q: 3 clusters Score -5283793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5283801.000000 Penalty: 1032.504028
	Iteration 45Q: 3 clusters Score -5283801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5283805.000000 Penalty: 1032.504028
	Iteration 46Q: 3 clusters Score -5283805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5283807.500000 Penalty: 1032.504028
	Iteration 47Q: 3 clusters Score -5283808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5283815.500000 Penalty: 1032.504028
	Iteration 48Q: 3 clusters Score -5283816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5283815.500000 Penalty: 1032.504028
	Iteration 49Q: 3 clusters Score -5283816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5283814.500000 Penalty: 1032.504028
	Iteration 50Q: 3 clusters Score -5283814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5283814.500000 Penalty: 1032.504028
	Iteration 51F: 3 clusters Score -5283814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -30607.304688 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -30607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30098.544922 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -30098.54 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30254.740234 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -30254.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30288.865234 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -30288.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30328.980469 Penalty: 569.447754
	Iteration 3Q: 3 clusters Score -30328.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30365.517578 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -30365.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30390.666016 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -30390.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30416.619141 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -30416.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30433.121094 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -30433.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30449.312500 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -30449.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30463.427734 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -30463.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30473.853516 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -30473.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30483.261719 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -30483.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30489.306641 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -30489.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30492.603516 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -30492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -30496.230469 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -30496.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -30497.962891 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -30497.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30500.185547 Penalty: 569.447754
	Iteration 16Q: 3 clusters Score -30500.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30500.732422 Penalty: 569.447754
	Iteration 17Q: 3 clusters Score -30500.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30501.009766 Penalty: 569.447754
	Iteration 18F: 3 clusters Score -30501.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -30502.357422 Penalty: 569.447754
	Iteration 19Q: 3 clusters Score -30502.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -30502.357422 Penalty: 569.447754
	Iteration 20F: 3 clusters Score -30502.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -145772.687500 Penalty: 354.136688
	Iteration 0F: 2 clusters Score -145772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -144018.109375 Penalty: 708.273376
	Iteration 0F: 3 clusters Score -144018.1 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -144598.390625 Penalty: 708.273376
	Iteration 1F: 3 clusters Score -144598.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -144675.265625 Penalty: 708.273376
	Iteration 2F: 3 clusters Score -144675.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -144724.031250 Penalty: 708.273376
	Iteration 3F: 3 clusters Score -144724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -144758.546875 Penalty: 708.273376
	Iteration 4Q: 3 clusters Score -144758.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -144799.281250 Penalty: 708.273376
	Iteration 5Q: 3 clusters Score -144799.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -144851.375000 Penalty: 708.273376
	Iteration 6Q: 3 clusters Score -144851.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -144920.734375 Penalty: 708.273376
	Iteration 7Q: 3 clusters Score -144920.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -144975.843750 Penalty: 708.273376
	Iteration 8Q: 3 clusters Score -144975.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -145036.531250 Penalty: 708.273376
	Iteration 9Q: 3 clusters Score -145036.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -145101.515625 Penalty: 708.273376
	Iteration 10Q: 3 clusters Score -145101.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -145172.625000 Penalty: 708.273376
	Iteration 11Q: 3 clusters Score -145172.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -145239.765625 Penalty: 708.273376
	Iteration 12Q: 3 clusters Score -145239.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -145287.171875 Penalty: 708.273376
	Iteration 13Q: 3 clusters Score -145287.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -145313.375000 Penalty: 708.273376
	Iteration 14Q: 3 clusters Score -145313.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -145333.984375 Penalty: 708.273376
	Iteration 15Q: 3 clusters Score -145334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -145344.875000 Penalty: 708.273376
	Iteration 16Q: 3 clusters Score -145344.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -145350.984375 Penalty: 708.273376
	Iteration 17Q: 3 clusters Score -145351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -145357.859375 Penalty: 708.273376
	Iteration 18Q: 3 clusters Score -145357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -145362.000000 Penalty: 708.273376
	Iteration 19Q: 3 clusters Score -145362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -145366.328125 Penalty: 708.273376
	Iteration 20F: 3 clusters Score -145366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -145368.812500 Penalty: 708.273376
	Iteration 21Q: 3 clusters Score -145368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -145370.593750 Penalty: 708.273376
	Iteration 22Q: 3 clusters Score -145370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -145371.906250 Penalty: 708.273376
	Iteration 23Q: 3 clusters Score -145371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -145372.328125 Penalty: 708.273376
	Iteration 24Q: 3 clusters Score -145372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -145373.578125 Penalty: 708.273376
	Iteration 25Q: 3 clusters Score -145373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -145373.750000 Penalty: 708.273376
	Iteration 26Q: 3 clusters Score -145373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -145374.281250 Penalty: 708.273376
	Iteration 27Q: 3 clusters Score -145374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -145374.343750 Penalty: 708.273376
	Iteration 28Q: 3 clusters Score -145374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -145374.468750 Penalty: 708.273376
	Iteration 29Q: 3 clusters Score -145374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -145374.593750 Penalty: 708.273376
	Iteration 30Q: 3 clusters Score -145374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -145375.062500 Penalty: 708.273376
	Iteration 31Q: 3 clusters Score -145375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -145375.687500 Penalty: 708.273376
	Iteration 32Q: 3 clusters Score -145375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -145375.734375 Penalty: 708.273376
	Iteration 33Q: 3 clusters Score -145375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -145376.000000 Penalty: 708.273376
	Iteration 34Q: 3 clusters Score -145376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -145376.000000 Penalty: 708.273376
	Iteration 35F: 3 clusters Score -145376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 85 members 
Entering Unmasked Estep 
Score: -9787.655273 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9787.655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9870.463867 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9870.464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9942.160156 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9942.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9960.322266 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -9960.322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9982.473633 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -9982.474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10005.997070 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10005.997070 Penalty: 468.421997
	Iteration 6F: 3 clusters Score -10006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Entering Unmasked Estep 
Score: -5123835.500000 Penalty: 514.893433
	Iteration 0F: 2 clusters Score -5123836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5068996.500000 Penalty: 1029.786865
	Iteration 0F: 3 clusters Score -5068996 nChanged 39971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -5093427.000000 Penalty: 1029.786865
	Iteration 1F: 3 clusters Score -5093427 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5096446.500000 Penalty: 1029.786865
	Iteration 2F: 3 clusters Score -5096446 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5101281.000000 Penalty: 1029.786865
	Iteration 3F: 3 clusters Score -5101281 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -5107898.000000 Penalty: 1029.786865
	Iteration 4F: 3 clusters Score -5107898 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -5113944.500000 Penalty: 1029.786865
	Iteration 5F: 3 clusters Score -5113944 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5117536.000000 Penalty: 1029.786865
	Iteration 6Q: 3 clusters Score -5117536 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -5119564.000000 Penalty: 1029.786865
	Iteration 7Q: 3 clusters Score -5119564 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5120443.500000 Penalty: 1029.786865
	Iteration 8Q: 3 clusters Score -5120444 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5120970.500000 Penalty: 1029.786865
	Iteration 9Q: 3 clusters Score -5120970 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -5121408.500000 Penalty: 1029.786865
	Iteration 10Q: 3 clusters Score -5121408 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -5121859.500000 Penalty: 1029.786865
	Iteration 11Q: 3 clusters Score -5121860 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5122253.500000 Penalty: 1029.786865
	Iteration 12Q: 3 clusters Score -5122254 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5122564.000000 Penalty: 1029.786865
	Iteration 13Q: 3 clusters Score -5122564 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5122828.000000 Penalty: 1029.786865
	Iteration 14Q: 3 clusters Score -5122828 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5123011.000000 Penalty: 1029.786865
	Iteration 15Q: 3 clusters Score -5123011 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5123200.000000 Penalty: 1029.786865
	Iteration 16Q: 3 clusters Score -5123200 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5123298.000000 Penalty: 1029.786865
	Iteration 17Q: 3 clusters Score -5123298 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5123362.000000 Penalty: 1029.786865
	Iteration 18Q: 3 clusters Score -5123362 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5123434.000000 Penalty: 1029.786865
	Iteration 19Q: 3 clusters Score -5123434 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5123505.000000 Penalty: 1029.786865
	Iteration 20F: 3 clusters Score -5123505 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5123533.000000 Penalty: 1029.786865
	Iteration 21Q: 3 clusters Score -5123533 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5123558.000000 Penalty: 1029.786865
	Iteration 22Q: 3 clusters Score -5123558 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5123570.500000 Penalty: 1029.786865
	Iteration 23Q: 3 clusters Score -5123570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5123599.500000 Penalty: 1029.786865
	Iteration 24Q: 3 clusters Score -5123600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5123610.500000 Penalty: 1029.786865
	Iteration 25Q: 3 clusters Score -5123610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5123607.500000 Penalty: 1029.786865
	Iteration 26Q: 3 clusters Score -5123608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5123592.000000 Penalty: 1029.786865
	Iteration 27Q: 3 clusters Score -5123592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5123585.500000 Penalty: 1029.786865
	Iteration 28Q: 3 clusters Score -5123586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5123565.500000 Penalty: 1029.786865
	Iteration 29Q: 3 clusters Score -5123566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5123576.000000 Penalty: 1029.786865
	Iteration 30Q: 3 clusters Score -5123576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5123584.500000 Penalty: 1029.786865
	Iteration 31Q: 3 clusters Score -5123584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5123575.500000 Penalty: 1029.786865
	Iteration 32Q: 3 clusters Score -5123576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5123568.000000 Penalty: 1029.786865
	Iteration 33Q: 3 clusters Score -5123568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5123572.500000 Penalty: 1029.786865
	Iteration 34Q: 3 clusters Score -5123572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5123554.500000 Penalty: 1029.786865
	Iteration 35Q: 3 clusters Score -5123554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5123556.000000 Penalty: 1029.786865
	Iteration 36Q: 3 clusters Score -5123556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5123551.500000 Penalty: 1029.786865
	Iteration 37Q: 3 clusters Score -5123552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5123553.000000 Penalty: 1029.786865
	Iteration 38Q: 3 clusters Score -5123553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5123550.500000 Penalty: 1029.786865
	Iteration 39Q: 3 clusters Score -5123550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5123552.000000 Penalty: 1029.786865
	Iteration 40F: 3 clusters Score -5123552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5123547.500000 Penalty: 1029.786865
	Iteration 41Q: 3 clusters Score -5123548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5123550.500000 Penalty: 1029.786865
	Iteration 42Q: 3 clusters Score -5123550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5123551.000000 Penalty: 1029.786865
	Iteration 43Q: 3 clusters Score -5123551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5123551.000000 Penalty: 1029.786865
	Iteration 44Q: 3 clusters Score -5123551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5123549.000000 Penalty: 1029.786865
	Iteration 45Q: 3 clusters Score -5123549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5123556.000000 Penalty: 1029.786865
	Iteration 46Q: 3 clusters Score -5123556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5123560.000000 Penalty: 1029.786865
	Iteration 47Q: 3 clusters Score -5123560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5123564.000000 Penalty: 1029.786865
	Iteration 48Q: 3 clusters Score -5123564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5123568.000000 Penalty: 1029.786865
	Iteration 49Q: 3 clusters Score -5123568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5123565.000000 Penalty: 1029.786865
	Iteration 50Q: 3 clusters Score -5123565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5123563.500000 Penalty: 1029.786865
	Iteration 51Q: 3 clusters Score -5123564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5123563.500000 Penalty: 1029.786865
	Iteration 52F: 3 clusters Score -5123564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 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 288 members 
Entering Unmasked Estep 
Score: -37564.468750 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37564.47 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37796.035156 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37796.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37984.199219 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37984.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38170.183594 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -38170.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38281.363281 Penalty: 586.126160
	Iteration 4F: 3 clusters Score -38281.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38328.617188 Penalty: 586.126160
	Iteration 5F: 3 clusters Score -38328.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38344.851562 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38344.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38353.113281 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38353.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38354.878906 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38354.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38355.195312 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38356.113281 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38356.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38356.851562 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38356.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38356.851562 Penalty: 586.126160
	Iteration 12F: 3 clusters Score -38356.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 314 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292756.000000 Penalty: 44907.519531
Splitting cluster 10 changes total score from -53293056.000000 to -53292756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 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 148 members 
Entering Unmasked Estep 
Score: -18218.044922 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18218.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18306.480469 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18306.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18336.480469 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18336.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18353.041016 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18353.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18371.205078 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18371.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18390.480469 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18390.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18405.222656 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18405.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18421.048828 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18421.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18426.648438 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18426.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18432.601562 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18436.507812 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18436.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18442.416016 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18442.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18449.128906 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18449.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18451.843750 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -18451.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18456.175781 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -18456.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18459.140625 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -18459.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18459.140625 Penalty: 517.822693
	Iteration 16F: 3 clusters Score -18459.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Entering Unmasked Estep 
Score: -4245463.000000 Penalty: 507.018646
	Iteration 0F: 2 clusters Score -4245463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4198910.500000 Penalty: 1014.037292
	Iteration 0F: 3 clusters Score -4198910 nChanged 33726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4219376.000000 Penalty: 1014.037292
	Iteration 1F: 3 clusters Score -4219376 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4220208.000000 Penalty: 1014.037292
	Iteration 2Q: 3 clusters Score -4220208 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4221625.000000 Penalty: 1014.037292
	Iteration 3Q: 3 clusters Score -4221625 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -4224093.000000 Penalty: 1014.037292
	Iteration 4F: 3 clusters Score -4224093 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -4228189.500000 Penalty: 1014.037292
	Iteration 5F: 3 clusters Score -4228190 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -4233891.500000 Penalty: 1014.037292
	Iteration 6F: 3 clusters Score -4233892 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -4239127.000000 Penalty: 1014.037292
	Iteration 7F: 3 clusters Score -4239127 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -4242347.000000 Penalty: 1014.037292
	Iteration 8Q: 3 clusters Score -4242347 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -4243844.500000 Penalty: 1014.037292
	Iteration 9Q: 3 clusters Score -4243844 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -4244509.500000 Penalty: 1014.037292
	Iteration 10Q: 3 clusters Score -4244510 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -4244776.000000 Penalty: 1014.037292
	Iteration 11Q: 3 clusters Score -4244776 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -4244884.000000 Penalty: 1014.037292
	Iteration 12Q: 3 clusters Score -4244884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -4244962.000000 Penalty: 1014.037292
	Iteration 13Q: 3 clusters Score -4244962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -4244999.500000 Penalty: 1014.037292
	Iteration 14Q: 3 clusters Score -4245000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -4245026.500000 Penalty: 1014.037292
	Iteration 15Q: 3 clusters Score -4245026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -4245051.500000 Penalty: 1014.037292
	Iteration 16Q: 3 clusters Score -4245052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -4245076.000000 Penalty: 1014.037292
	Iteration 17Q: 3 clusters Score -4245076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -4245087.500000 Penalty: 1014.037292
	Iteration 18Q: 3 clusters Score -4245088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -4245098.500000 Penalty: 1014.037292
	Iteration 19Q: 3 clusters Score -4245098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -4245113.500000 Penalty: 1014.037292
	Iteration 20F: 3 clusters Score -4245114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -4245131.500000 Penalty: 1014.037292
	Iteration 21Q: 3 clusters Score -4245132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -4245154.500000 Penalty: 1014.037292
	Iteration 22Q: 3 clusters Score -4245154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -4245163.500000 Penalty: 1014.037292
	Iteration 23Q: 3 clusters Score -4245164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -4245171.500000 Penalty: 1014.037292
	Iteration 24Q: 3 clusters Score -4245172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -4245184.500000 Penalty: 1014.037292
	Iteration 25Q: 3 clusters Score -4245184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -4245184.000000 Penalty: 1014.037292
	Iteration 26Q: 3 clusters Score -4245184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -4245185.500000 Penalty: 1014.037292
	Iteration 27Q: 3 clusters Score -4245186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -4245184.500000 Penalty: 1014.037292
	Iteration 28Q: 3 clusters Score -4245184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -4245186.500000 Penalty: 1014.037292
	Iteration 29Q: 3 clusters Score -4245186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -4245184.000000 Penalty: 1014.037292
	Iteration 30Q: 3 clusters Score -4245184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -4245189.500000 Penalty: 1014.037292
	Iteration 31Q: 3 clusters Score -4245190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -4245190.000000 Penalty: 1014.037292
	Iteration 32Q: 3 clusters Score -4245190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -4245194.500000 Penalty: 1014.037292
	Iteration 33Q: 3 clusters Score -4245194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -4245194.500000 Penalty: 1014.037292
	Iteration 34F: 3 clusters Score -4245194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -178081.625000 Penalty: 362.384888
	Iteration 0F: 2 clusters Score -178081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -176071.546875 Penalty: 724.769775
	Iteration 0F: 3 clusters Score -176071.5 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -176828.843750 Penalty: 724.769775
	Iteration 1F: 3 clusters Score -176828.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -176919.140625 Penalty: 724.769775
	Iteration 2F: 3 clusters Score -176919.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -177032.703125 Penalty: 724.769775
	Iteration 3F: 3 clusters Score -177032.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -177149.765625 Penalty: 724.769775
	Iteration 4F: 3 clusters Score -177149.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -177262.140625 Penalty: 724.769775
	Iteration 5F: 3 clusters Score -177262.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -177410.953125 Penalty: 724.769775
	Iteration 6F: 3 clusters Score -177411 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -177563.343750 Penalty: 724.769775
	Iteration 7F: 3 clusters Score -177563.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -177687.062500 Penalty: 724.769775
	Iteration 8F: 3 clusters Score -177687.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -177762.562500 Penalty: 724.769775
	Iteration 9Q: 3 clusters Score -177762.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -177813.843750 Penalty: 724.769775
	Iteration 10Q: 3 clusters Score -177813.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -177870.468750 Penalty: 724.769775
	Iteration 11Q: 3 clusters Score -177870.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -177903.656250 Penalty: 724.769775
	Iteration 12Q: 3 clusters Score -177903.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -177920.921875 Penalty: 724.769775
	Iteration 13Q: 3 clusters Score -177920.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -177939.140625 Penalty: 724.769775
	Iteration 14Q: 3 clusters Score -177939.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -177948.968750 Penalty: 724.769775
	Iteration 15Q: 3 clusters Score -177949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -177956.906250 Penalty: 724.769775
	Iteration 16Q: 3 clusters Score -177956.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -177960.906250 Penalty: 724.769775
	Iteration 17Q: 3 clusters Score -177960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -177965.609375 Penalty: 724.769775
	Iteration 18Q: 3 clusters Score -177965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -177967.562500 Penalty: 724.769775
	Iteration 19Q: 3 clusters Score -177967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -177969.546875 Penalty: 724.769775
	Iteration 20F: 3 clusters Score -177969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -177970.484375 Penalty: 724.769775
	Iteration 21Q: 3 clusters Score -177970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -177972.015625 Penalty: 724.769775
	Iteration 22Q: 3 clusters Score -177972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -177973.859375 Penalty: 724.769775
	Iteration 23Q: 3 clusters Score -177973.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -177975.937500 Penalty: 724.769775
	Iteration 24Q: 3 clusters Score -177975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -177976.500000 Penalty: 724.769775
	Iteration 25Q: 3 clusters Score -177976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -177976.812500 Penalty: 724.769775
	Iteration 26Q: 3 clusters Score -177976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -177977.125000 Penalty: 724.769775
	Iteration 27Q: 3 clusters Score -177977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -177977.000000 Penalty: 724.769775
	Iteration 28Q: 3 clusters Score -177977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -177977.000000 Penalty: 724.769775
	Iteration 29F: 3 clusters Score -177977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -82164.390625 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82164.39 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82645.851562 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82645.85 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82811.984375 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82811.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82910.890625 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -82910.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82954.109375 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -82954.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82978.757812 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -82978.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82997.554688 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -82997.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83005.328125 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83005.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83014.632812 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83014.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83019.476562 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83019.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83021.781250 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83021.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83023.742188 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83023.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83025.382812 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83025.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83026.289062 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -83026.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83028.593750 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -83028.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83030.265625 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -83030.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83031.453125 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -83031.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83033.015625 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -83033.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83034.718750 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -83034.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83035.437500 Penalty: 651.919128
	Iteration 19Q: 3 clusters Score -83035.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83035.796875 Penalty: 651.919128
	Iteration 20F: 3 clusters Score -83035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83036.812500 Penalty: 651.919128
	Iteration 21Q: 3 clusters Score -83036.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83038.085938 Penalty: 651.919128
	Iteration 22Q: 3 clusters Score -83038.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83040.304688 Penalty: 651.919128
	Iteration 23Q: 3 clusters Score -83040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83042.148438 Penalty: 651.919128
	Iteration 24Q: 3 clusters Score -83042.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83043.468750 Penalty: 651.919128
	Iteration 25Q: 3 clusters Score -83043.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83043.718750 Penalty: 651.919128
	Iteration 26Q: 3 clusters Score -83043.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83043.976562 Penalty: 651.919128
	Iteration 27Q: 3 clusters Score -83043.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83044.507812 Penalty: 651.919128
	Iteration 28Q: 3 clusters Score -83044.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83045.656250 Penalty: 651.919128
	Iteration 29Q: 3 clusters Score -83045.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83046.617188 Penalty: 651.919128
	Iteration 30Q: 3 clusters Score -83046.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83048.742188 Penalty: 651.919128
	Iteration 31Q: 3 clusters Score -83048.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83053.000000 Penalty: 651.919128
	Iteration 32Q: 3 clusters Score -83053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83055.968750 Penalty: 651.919128
	Iteration 33Q: 3 clusters Score -83055.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -83057.500000 Penalty: 651.919128
	Iteration 34Q: 3 clusters Score -83057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83060.460938 Penalty: 651.919128
	Iteration 35Q: 3 clusters Score -83060.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83063.187500 Penalty: 651.919128
	Iteration 36Q: 3 clusters Score -83063.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83064.812500 Penalty: 651.919128
	Iteration 37Q: 3 clusters Score -83064.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83066.054688 Penalty: 651.919128
	Iteration 38Q: 3 clusters Score -83066.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83066.789062 Penalty: 651.919128
	Iteration 39Q: 3 clusters Score -83066.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83067.023438 Penalty: 651.919128
	Iteration 40F: 3 clusters Score -83067.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83067.101562 Penalty: 651.919128
	Iteration 41Q: 3 clusters Score -83067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83067.460938 Penalty: 651.919128
	Iteration 42Q: 3 clusters Score -83067.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83068.757812 Penalty: 651.919128
	Iteration 43Q: 3 clusters Score -83068.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83071.164062 Penalty: 651.919128
	Iteration 44Q: 3 clusters Score -83071.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83073.703125 Penalty: 651.919128
	Iteration 45Q: 3 clusters Score -83073.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -83076.320312 Penalty: 651.919128
	Iteration 46Q: 3 clusters Score -83076.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83088.546875 Penalty: 651.919128
	Iteration 47Q: 3 clusters Score -83088.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -83149.335938 Penalty: 651.919128
	Iteration 48Q: 3 clusters Score -83149.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -83218.890625 Penalty: 651.919128
	Iteration 49Q: 3 clusters Score -83218.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83229.125000 Penalty: 651.919128
	Iteration 50Q: 3 clusters Score -83229.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83233.289062 Penalty: 651.919128
	Iteration 51Q: 3 clusters Score -83233.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -83234.468750 Penalty: 651.919128
	Iteration 52Q: 3 clusters Score -83234.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -83234.468750 Penalty: 651.919128
	Iteration 53F: 3 clusters Score -83234.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 170 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292656.000000 Penalty: 44907.519531
Splitting cluster 14 changes total score from -53293056.000000 to -53292656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (84043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Entering Unmasked Estep 
Score: -5257118.500000 Penalty: 515.928284
	Iteration 0F: 2 clusters Score -5257118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5201592.000000 Penalty: 1031.856567
	Iteration 0F: 3 clusters Score -5201592 nChanged 41032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5226177.500000 Penalty: 1031.856567
	Iteration 1F: 3 clusters Score -5226178 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5227080.500000 Penalty: 1031.856567
	Iteration 2Q: 3 clusters Score -5227080 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -5228621.000000 Penalty: 1031.856567
	Iteration 3Q: 3 clusters Score -5228621 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -5231238.000000 Penalty: 1031.856567
	Iteration 4F: 3 clusters Score -5231238 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5235454.500000 Penalty: 1031.856567
	Iteration 5F: 3 clusters Score -5235454 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5241186.000000 Penalty: 1031.856567
	Iteration 6F: 3 clusters Score -5241186 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5246577.000000 Penalty: 1031.856567
	Iteration 7F: 3 clusters Score -5246577 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5249972.000000 Penalty: 1031.856567
	Iteration 8Q: 3 clusters Score -5249972 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -5251837.500000 Penalty: 1031.856567
	Iteration 9Q: 3 clusters Score -5251838 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -5252970.500000 Penalty: 1031.856567
	Iteration 10Q: 3 clusters Score -5252970 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -5253809.500000 Penalty: 1031.856567
	Iteration 11Q: 3 clusters Score -5253810 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5254538.000000 Penalty: 1031.856567
	Iteration 12Q: 3 clusters Score -5254538 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -5255094.000000 Penalty: 1031.856567
	Iteration 13Q: 3 clusters Score -5255094 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -5255478.500000 Penalty: 1031.856567
	Iteration 14Q: 3 clusters Score -5255478 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -5255788.500000 Penalty: 1031.856567
	Iteration 15Q: 3 clusters Score -5255788 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5255992.500000 Penalty: 1031.856567
	Iteration 16Q: 3 clusters Score -5255992 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5256138.000000 Penalty: 1031.856567
	Iteration 17Q: 3 clusters Score -5256138 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5256287.000000 Penalty: 1031.856567
	Iteration 18Q: 3 clusters Score -5256287 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5256389.000000 Penalty: 1031.856567
	Iteration 19Q: 3 clusters Score -5256389 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5256443.000000 Penalty: 1031.856567
	Iteration 20F: 3 clusters Score -5256443 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5256543.500000 Penalty: 1031.856567
	Iteration 21Q: 3 clusters Score -5256544 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5256597.500000 Penalty: 1031.856567
	Iteration 22Q: 3 clusters Score -5256598 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5256655.500000 Penalty: 1031.856567
	Iteration 23Q: 3 clusters Score -5256656 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5256720.500000 Penalty: 1031.856567
	Iteration 24Q: 3 clusters Score -5256720 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5256750.000000 Penalty: 1031.856567
	Iteration 25Q: 3 clusters Score -5256750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5256754.000000 Penalty: 1031.856567
	Iteration 26Q: 3 clusters Score -5256754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5256748.000000 Penalty: 1031.856567
	Iteration 27Q: 3 clusters Score -5256748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5256749.000000 Penalty: 1031.856567
	Iteration 28Q: 3 clusters Score -5256749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5256745.000000 Penalty: 1031.856567
	Iteration 29Q: 3 clusters Score -5256745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5256744.500000 Penalty: 1031.856567
	Iteration 30Q: 3 clusters Score -5256744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5256758.500000 Penalty: 1031.856567
	Iteration 31Q: 3 clusters Score -5256758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5256761.000000 Penalty: 1031.856567
	Iteration 32Q: 3 clusters Score -5256761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5256761.500000 Penalty: 1031.856567
	Iteration 33Q: 3 clusters Score -5256762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5256764.500000 Penalty: 1031.856567
	Iteration 34Q: 3 clusters Score -5256764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5256764.000000 Penalty: 1031.856567
	Iteration 35Q: 3 clusters Score -5256764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5256767.500000 Penalty: 1031.856567
	Iteration 36Q: 3 clusters Score -5256768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5256762.500000 Penalty: 1031.856567
	Iteration 37Q: 3 clusters Score -5256762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5256765.500000 Penalty: 1031.856567
	Iteration 38Q: 3 clusters Score -5256766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5256773.500000 Penalty: 1031.856567
	Iteration 39Q: 3 clusters Score -5256774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5256773.000000 Penalty: 1031.856567
	Iteration 40F: 3 clusters Score -5256773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5256775.000000 Penalty: 1031.856567
	Iteration 41Q: 3 clusters Score -5256775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5256771.500000 Penalty: 1031.856567
	Iteration 42Q: 3 clusters Score -5256772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5256777.500000 Penalty: 1031.856567
	Iteration 43Q: 3 clusters Score -5256778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5256778.000000 Penalty: 1031.856567
	Iteration 44Q: 3 clusters Score -5256778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5256778.500000 Penalty: 1031.856567
	Iteration 45Q: 3 clusters Score -5256778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5256776.500000 Penalty: 1031.856567
	Iteration 46Q: 3 clusters Score -5256776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5256776.500000 Penalty: 1031.856567
	Iteration 47F: 3 clusters Score -5256776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -10414.799805 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -10414.8 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 114 members 
Entering Unmasked Estep 
Score: -10118.617188 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -10118.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10249.390625 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -10249.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10279.430664 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -10279.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10303.562500 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -10303.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10328.800781 Penalty: 492.459778
	Iteration 4Q: 3 clusters Score -10328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10382.910156 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -10382.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10411.285156 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -10411.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10419.142578 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -10419.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10423.909180 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -10423.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10425.522461 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -10425.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10425.522461 Penalty: 492.459778
	Iteration 10F: 3 clusters Score -10425.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 113 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292540.000000 Penalty: 44907.519531
Splitting cluster 16 changes total score from -53293056.000000 to -53292540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -238730.031250 Penalty: 376.852966
	Iteration 0F: 2 clusters Score -238730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -235979.656250 Penalty: 753.705933
	Iteration 0F: 3 clusters Score -235979.7 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -236976.328125 Penalty: 753.705933
	Iteration 1F: 3 clusters Score -236976.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -237086.421875 Penalty: 753.705933
	Iteration 2F: 3 clusters Score -237086.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -237215.109375 Penalty: 753.705933
	Iteration 3F: 3 clusters Score -237215.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -237376.062500 Penalty: 753.705933
	Iteration 4F: 3 clusters Score -237376.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -237552.000000 Penalty: 753.705933
	Iteration 5F: 3 clusters Score -237552 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -237710.187500 Penalty: 753.705933
	Iteration 6F: 3 clusters Score -237710.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -237858.234375 Penalty: 753.705933
	Iteration 7Q: 3 clusters Score -237858.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -238016.453125 Penalty: 753.705933
	Iteration 8Q: 3 clusters Score -238016.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -238163.171875 Penalty: 753.705933
	Iteration 9Q: 3 clusters Score -238163.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -238262.078125 Penalty: 753.705933
	Iteration 10Q: 3 clusters Score -238262.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -238311.093750 Penalty: 753.705933
	Iteration 11Q: 3 clusters Score -238311.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -238344.312500 Penalty: 753.705933
	Iteration 12Q: 3 clusters Score -238344.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -238361.484375 Penalty: 753.705933
	Iteration 13Q: 3 clusters Score -238361.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -238378.031250 Penalty: 753.705933
	Iteration 14Q: 3 clusters Score -238378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -238395.156250 Penalty: 753.705933
	Iteration 15Q: 3 clusters Score -238395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -238402.859375 Penalty: 753.705933
	Iteration 16Q: 3 clusters Score -238402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -238403.875000 Penalty: 753.705933
	Iteration 17Q: 3 clusters Score -238403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -238406.421875 Penalty: 753.705933
	Iteration 18Q: 3 clusters Score -238406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -238408.781250 Penalty: 753.705933
	Iteration 19Q: 3 clusters Score -238408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -238410.031250 Penalty: 753.705933
	Iteration 20F: 3 clusters Score -238410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -238410.515625 Penalty: 753.705933
	Iteration 21Q: 3 clusters Score -238410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -238410.515625 Penalty: 753.705933
	Iteration 22F: 3 clusters Score -238410.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Entering Unmasked Estep 
Score: -4787007.000000 Penalty: 511.953705
	Iteration 0F: 2 clusters Score -4787007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -4735294.000000 Penalty: 1023.907410
	Iteration 0F: 3 clusters Score -4735294 nChanged 37278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4759057.000000 Penalty: 1023.907410
	Iteration 1F: 3 clusters Score -4759057 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -4761525.500000 Penalty: 1023.907410
	Iteration 2F: 3 clusters Score -4761526 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4765746.500000 Penalty: 1023.907410
	Iteration 3F: 3 clusters Score -4765746 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -4771509.500000 Penalty: 1023.907410
	Iteration 4F: 3 clusters Score -4771510 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4777202.000000 Penalty: 1023.907410
	Iteration 5F: 3 clusters Score -4777202 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4781129.000000 Penalty: 1023.907410
	Iteration 6F: 3 clusters Score -4781129 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4783462.500000 Penalty: 1023.907410
	Iteration 7Q: 3 clusters Score -4783462 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4784711.000000 Penalty: 1023.907410
	Iteration 8Q: 3 clusters Score -4784711 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4785380.500000 Penalty: 1023.907410
	Iteration 9Q: 3 clusters Score -4785380 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4785805.500000 Penalty: 1023.907410
	Iteration 10Q: 3 clusters Score -4785806 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4786073.000000 Penalty: 1023.907410
	Iteration 11Q: 3 clusters Score -4786073 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4786241.500000 Penalty: 1023.907410
	Iteration 12Q: 3 clusters Score -4786242 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4786321.500000 Penalty: 1023.907410
	Iteration 13Q: 3 clusters Score -4786322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4786391.500000 Penalty: 1023.907410
	Iteration 14Q: 3 clusters Score -4786392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4786429.500000 Penalty: 1023.907410
	Iteration 15Q: 3 clusters Score -4786430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4786457.500000 Penalty: 1023.907410
	Iteration 16Q: 3 clusters Score -4786458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4786477.000000 Penalty: 1023.907410
	Iteration 17Q: 3 clusters Score -4786477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4786507.500000 Penalty: 1023.907410
	Iteration 18Q: 3 clusters Score -4786508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4786525.000000 Penalty: 1023.907410
	Iteration 19Q: 3 clusters Score -4786525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4786531.500000 Penalty: 1023.907410
	Iteration 20F: 3 clusters Score -4786532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4786552.500000 Penalty: 1023.907410
	Iteration 21Q: 3 clusters Score -4786552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4786567.000000 Penalty: 1023.907410
	Iteration 22Q: 3 clusters Score -4786567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4786575.500000 Penalty: 1023.907410
	Iteration 23Q: 3 clusters Score -4786576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4786581.000000 Penalty: 1023.907410
	Iteration 24Q: 3 clusters Score -4786581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4786582.500000 Penalty: 1023.907410
	Iteration 25Q: 3 clusters Score -4786582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4786592.500000 Penalty: 1023.907410
	Iteration 26Q: 3 clusters Score -4786592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4786587.500000 Penalty: 1023.907410
	Iteration 27Q: 3 clusters Score -4786588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4786593.500000 Penalty: 1023.907410
	Iteration 28Q: 3 clusters Score -4786594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4786602.500000 Penalty: 1023.907410
	Iteration 29Q: 3 clusters Score -4786602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4786607.000000 Penalty: 1023.907410
	Iteration 30Q: 3 clusters Score -4786607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4786613.000000 Penalty: 1023.907410
	Iteration 31Q: 3 clusters Score -4786613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4786618.000000 Penalty: 1023.907410
	Iteration 32Q: 3 clusters Score -4786618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4786617.500000 Penalty: 1023.907410
	Iteration 33Q: 3 clusters Score -4786618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4786618.500000 Penalty: 1023.907410
	Iteration 34Q: 3 clusters Score -4786618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4786623.000000 Penalty: 1023.907410
	Iteration 35Q: 3 clusters Score -4786623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4786620.500000 Penalty: 1023.907410
	Iteration 36Q: 3 clusters Score -4786620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4786621.000000 Penalty: 1023.907410
	Iteration 37Q: 3 clusters Score -4786621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4786622.000000 Penalty: 1023.907410
	Iteration 38Q: 3 clusters Score -4786622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4786619.000000 Penalty: 1023.907410
	Iteration 39Q: 3 clusters Score -4786619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4786620.500000 Penalty: 1023.907410
	Iteration 40F: 3 clusters Score -4786620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4786622.500000 Penalty: 1023.907410
	Iteration 41Q: 3 clusters Score -4786622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4786623.500000 Penalty: 1023.907410
	Iteration 42Q: 3 clusters Score -4786624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4786623.500000 Penalty: 1023.907410
	Iteration 43Q: 3 clusters Score -4786624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4786624.500000 Penalty: 1023.907410
	Iteration 44Q: 3 clusters Score -4786624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4786621.500000 Penalty: 1023.907410
	Iteration 45Q: 3 clusters Score -4786622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4786624.000000 Penalty: 1023.907410
	Iteration 46Q: 3 clusters Score -4786624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4786621.000000 Penalty: 1023.907410
	Iteration 47Q: 3 clusters Score -4786621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4786624.500000 Penalty: 1023.907410
	Iteration 48Q: 3 clusters Score -4786624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4786623.500000 Penalty: 1023.907410
	Iteration 49Q: 3 clusters Score -4786624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4786625.500000 Penalty: 1023.907410
	Iteration 50Q: 3 clusters Score -4786626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4786624.500000 Penalty: 1023.907410
	Iteration 51Q: 3 clusters Score -4786624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4786624.500000 Penalty: 1023.907410
	Iteration 52F: 3 clusters Score -4786624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (71543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Entering Unmasked Estep 
Score: -4378855.500000 Penalty: 508.601440
	Iteration 0F: 2 clusters Score -4378856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4330607.000000 Penalty: 1017.202881
	Iteration 0F: 3 clusters Score -4330607 nChanged 34838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -4351964.500000 Penalty: 1017.202881
	Iteration 1F: 3 clusters Score -4351964 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -4353744.500000 Penalty: 1017.202881
	Iteration 2F: 3 clusters Score -4353744 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -4356957.000000 Penalty: 1017.202881
	Iteration 3F: 3 clusters Score -4356957 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -4362293.500000 Penalty: 1017.202881
	Iteration 4F: 3 clusters Score -4362294 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -4369019.500000 Penalty: 1017.202881
	Iteration 5F: 3 clusters Score -4369020 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -4374463.500000 Penalty: 1017.202881
	Iteration 6F: 3 clusters Score -4374464 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -4377000.500000 Penalty: 1017.202881
	Iteration 7Q: 3 clusters Score -4377000 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -4377941.000000 Penalty: 1017.202881
	Iteration 8Q: 3 clusters Score -4377941 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -4378236.000000 Penalty: 1017.202881
	Iteration 9Q: 3 clusters Score -4378236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -4378351.000000 Penalty: 1017.202881
	Iteration 10Q: 3 clusters Score -4378351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -4378392.500000 Penalty: 1017.202881
	Iteration 11Q: 3 clusters Score -4378392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -4378415.000000 Penalty: 1017.202881
	Iteration 12Q: 3 clusters Score -4378415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -4378433.000000 Penalty: 1017.202881
	Iteration 13Q: 3 clusters Score -4378433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -4378441.000000 Penalty: 1017.202881
	Iteration 14Q: 3 clusters Score -4378441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -4378448.000000 Penalty: 1017.202881
	Iteration 15Q: 3 clusters Score -4378448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -4378468.500000 Penalty: 1017.202881
	Iteration 16Q: 3 clusters Score -4378468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -4378490.500000 Penalty: 1017.202881
	Iteration 17Q: 3 clusters Score -4378490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -4378492.000000 Penalty: 1017.202881
	Iteration 18Q: 3 clusters Score -4378492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -4378493.000000 Penalty: 1017.202881
	Iteration 19Q: 3 clusters Score -4378493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -4378498.500000 Penalty: 1017.202881
	Iteration 20F: 3 clusters Score -4378498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -4378504.000000 Penalty: 1017.202881
	Iteration 21Q: 3 clusters Score -4378504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -4378503.000000 Penalty: 1017.202881
	Iteration 22Q: 3 clusters Score -4378503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -4378509.000000 Penalty: 1017.202881
	Iteration 23Q: 3 clusters Score -4378509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -4378511.000000 Penalty: 1017.202881
	Iteration 24Q: 3 clusters Score -4378511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -4378508.500000 Penalty: 1017.202881
	Iteration 25Q: 3 clusters Score -4378508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -4378509.000000 Penalty: 1017.202881
	Iteration 26Q: 3 clusters Score -4378509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -4378509.000000 Penalty: 1017.202881
	Iteration 27F: 3 clusters Score -4378509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 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 68 members 
Entering Unmasked Estep 
Score: -7494.126465 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7494.126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7545.186523 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7545.187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7559.558105 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7559.558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7573.081543 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7573.082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7600.577637 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7600.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7612.178223 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7612.178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7620.133789 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7620.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7626.765137 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7626.765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7630.145996 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -7630.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7635.976074 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -7635.976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7644.289062 Penalty: 444.334991
	Iteration 10Q: 3 clusters Score -7644.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7645.750488 Penalty: 444.334991
	Iteration 11Q: 3 clusters Score -7645.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7645.750488 Penalty: 444.334991
	Iteration 12F: 3 clusters Score -7645.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13152.187500 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -13152.19 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 105 members 
Entering Unmasked Estep 
Score: -12839.023438 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12839.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12975.010742 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12975.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13032.420898 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -13032.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13076.259766 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -13076.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13124.214844 Penalty: 494.468689
	Iteration 4F: 3 clusters Score -13124.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13148.321289 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -13148.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13153.384766 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -13153.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13176.324219 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -13176.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13177.113281 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -13177.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13178.211914 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -13178.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13178.211914 Penalty: 494.468689
	Iteration 10F: 3 clusters Score -13178.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 121 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 108 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292552.000000 Penalty: 44907.519531
Splitting cluster 21 changes total score from -53293056.000000 to -53292552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10360.393555 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10360.39 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 148 members 
Entering Unmasked Estep 
Score: -10034.097656 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -10034.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10257.854492 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -10257.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10367.502930 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -10367.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10399.507812 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -10399.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10408.083008 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -10408.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10408.083008 Penalty: 525.484192
	Iteration 5F: 3 clusters Score -10408.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292592.000000 Penalty: 44907.519531
Splitting cluster 22 changes total score from -53293056.000000 to -53292592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -223021.968750 Penalty: 371.549896
	Iteration 0F: 2 clusters Score -223022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -220594.609375 Penalty: 743.099792
	Iteration 0F: 3 clusters Score -220594.6 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -221480.078125 Penalty: 743.099792
	Iteration 1F: 3 clusters Score -221480.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -221651.000000 Penalty: 743.099792
	Iteration 2F: 3 clusters Score -221651 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -221876.937500 Penalty: 743.099792
	Iteration 3F: 3 clusters Score -221876.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -222107.046875 Penalty: 743.099792
	Iteration 4F: 3 clusters Score -222107 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -222333.062500 Penalty: 743.099792
	Iteration 5F: 3 clusters Score -222333.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -222508.515625 Penalty: 743.099792
	Iteration 6F: 3 clusters Score -222508.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -222626.312500 Penalty: 743.099792
	Iteration 7Q: 3 clusters Score -222626.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -222668.328125 Penalty: 743.099792
	Iteration 8Q: 3 clusters Score -222668.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -222694.734375 Penalty: 743.099792
	Iteration 9Q: 3 clusters Score -222694.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -222707.343750 Penalty: 743.099792
	Iteration 10Q: 3 clusters Score -222707.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -222716.640625 Penalty: 743.099792
	Iteration 11Q: 3 clusters Score -222716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -222723.593750 Penalty: 743.099792
	Iteration 12Q: 3 clusters Score -222723.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -222732.328125 Penalty: 743.099792
	Iteration 13Q: 3 clusters Score -222732.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -222737.578125 Penalty: 743.099792
	Iteration 14Q: 3 clusters Score -222737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -222742.578125 Penalty: 743.099792
	Iteration 15Q: 3 clusters Score -222742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -222743.828125 Penalty: 743.099792
	Iteration 16Q: 3 clusters Score -222743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -222745.875000 Penalty: 743.099792
	Iteration 17Q: 3 clusters Score -222745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -222745.953125 Penalty: 743.099792
	Iteration 18Q: 3 clusters Score -222746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -222746.640625 Penalty: 743.099792
	Iteration 19Q: 3 clusters Score -222746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -222746.640625 Penalty: 743.099792
	Iteration 20F: 3 clusters Score -222746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4281.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4110.290039 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4110.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4153.538574 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4153.539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4176.696777 Penalty: 397.619751
	Iteration 2F: 3 clusters Score -4176.697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4186.752441 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4186.752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4191.401855 Penalty: 397.619751
	Iteration 4Q: 3 clusters Score -4191.402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4200.505859 Penalty: 397.619751
	Iteration 5Q: 3 clusters Score -4200.506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4117.936523 Penalty: 397.619751
	Iteration 6Q: 3 clusters Score -4117.937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -4140.087402 Penalty: 397.619751
	Iteration 7F: 3 clusters Score -4140.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4065.189941 Penalty: 198.809875
	Iteration 8Q: 2 clusters Score -4065.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 9F: 2 clusters Score -4281.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 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 490 members 
Entering Unmasked Estep 
Score: -60192.535156 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60192.54 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60468.968750 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60468.97 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60601.562500 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60601.56 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -60734.957031 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60734.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60861.265625 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -60861.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -60995.378906 Penalty: 627.599182
	Iteration 5F: 3 clusters Score -60995.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61077.480469 Penalty: 627.599182
	Iteration 6F: 3 clusters Score -61077.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -61102.859375 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -61102.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -61113.207031 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -61113.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -61115.085938 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61115.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -61115.488281 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -61115.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -61115.695312 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -61115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -61115.695312 Penalty: 627.599182
	Iteration 12F: 3 clusters Score -61115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 288 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 701 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292652.000000 Penalty: 44907.519531
Splitting cluster 25 changes total score from -53293056.000000 to -53292652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12460.584961 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12460.58 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12535.559570 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12535.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12545.595703 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12555.356445 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12555.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12560.354492 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12560.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12562.930664 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12562.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12567.989258 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12567.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12568.769531 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12568.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12569.261719 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12569.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12571.252930 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12571.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12573.118164 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12573.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12573.993164 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12573.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12573.993164 Penalty: 501.722015
	Iteration 12F: 3 clusters Score -12573.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -120162.421875 Penalty: 345.107178
	Iteration 0F: 2 clusters Score -120162.4 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 963 members 
Entering Unmasked Estep 
Score: -118739.468750 Penalty: 690.214355
	Iteration 0F: 3 clusters Score -118739.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -119195.679688 Penalty: 690.214355
	Iteration 1F: 3 clusters Score -119195.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -119336.859375 Penalty: 690.214355
	Iteration 2F: 3 clusters Score -119336.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -119492.226562 Penalty: 690.214355
	Iteration 3F: 3 clusters Score -119492.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119679.812500 Penalty: 690.214355
	Iteration 4F: 3 clusters Score -119679.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119825.218750 Penalty: 690.214355
	Iteration 5F: 3 clusters Score -119825.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119904.976562 Penalty: 690.214355
	Iteration 6Q: 3 clusters Score -119905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119953.328125 Penalty: 690.214355
	Iteration 7Q: 3 clusters Score -119953.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119990.531250 Penalty: 690.214355
	Iteration 8Q: 3 clusters Score -119990.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120013.375000 Penalty: 690.214355
	Iteration 9Q: 3 clusters Score -120013.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120035.562500 Penalty: 690.214355
	Iteration 10Q: 3 clusters Score -120035.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120046.687500 Penalty: 690.214355
	Iteration 11Q: 3 clusters Score -120046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120050.070312 Penalty: 690.214355
	Iteration 12Q: 3 clusters Score -120050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -120052.140625 Penalty: 690.214355
	Iteration 13Q: 3 clusters Score -120052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120053.437500 Penalty: 690.214355
	Iteration 14Q: 3 clusters Score -120053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -120054.632812 Penalty: 690.214355
	Iteration 15Q: 3 clusters Score -120054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -120055.445312 Penalty: 690.214355
	Iteration 16Q: 3 clusters Score -120055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -120055.539062 Penalty: 690.214355
	Iteration 17Q: 3 clusters Score -120055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -120055.773438 Penalty: 690.214355
	Iteration 18Q: 3 clusters Score -120055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -120056.210938 Penalty: 690.214355
	Iteration 19Q: 3 clusters Score -120056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120057.250000 Penalty: 690.214355
	Iteration 20F: 3 clusters Score -120057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -120058.171875 Penalty: 690.214355
	Iteration 21Q: 3 clusters Score -120058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -120058.390625 Penalty: 690.214355
	Iteration 22Q: 3 clusters Score -120058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120058.437500 Penalty: 690.214355
	Iteration 23Q: 3 clusters Score -120058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120058.437500 Penalty: 690.214355
	Iteration 24F: 3 clusters Score -120058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (86013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Entering Unmasked Estep 
Score: -5351180.000000 Penalty: 516.982544
	Iteration 0F: 2 clusters Score -5351180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5293515.000000 Penalty: 1033.965088
	Iteration 0F: 3 clusters Score -5293515 nChanged 42197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5319917.000000 Penalty: 1033.965088
	Iteration 1F: 3 clusters Score -5319917 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5321607.500000 Penalty: 1033.965088
	Iteration 2Q: 3 clusters Score -5321608 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5324475.000000 Penalty: 1033.965088
	Iteration 3F: 3 clusters Score -5324475 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5328988.000000 Penalty: 1033.965088
	Iteration 4F: 3 clusters Score -5328988 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -5333854.000000 Penalty: 1033.965088
	Iteration 5F: 3 clusters Score -5333854 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5336563.000000 Penalty: 1033.965088
	Iteration 6F: 3 clusters Score -5336563 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5337526.000000 Penalty: 1033.965088
	Iteration 7Q: 3 clusters Score -5337526 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5337966.500000 Penalty: 1033.965088
	Iteration 8Q: 3 clusters Score -5337966 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5338340.000000 Penalty: 1033.965088
	Iteration 9Q: 3 clusters Score -5338340 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5338677.000000 Penalty: 1033.965088
	Iteration 10Q: 3 clusters Score -5338677 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5339025.000000 Penalty: 1033.965088
	Iteration 11Q: 3 clusters Score -5339025 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -5339446.000000 Penalty: 1033.965088
	Iteration 12Q: 3 clusters Score -5339446 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5339926.500000 Penalty: 1033.965088
	Iteration 13Q: 3 clusters Score -5339926 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5340439.000000 Penalty: 1033.965088
	Iteration 14Q: 3 clusters Score -5340439 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5340976.000000 Penalty: 1033.965088
	Iteration 15Q: 3 clusters Score -5340976 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5341644.500000 Penalty: 1033.965088
	Iteration 16Q: 3 clusters Score -5341644 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -5342273.000000 Penalty: 1033.965088
	Iteration 17Q: 3 clusters Score -5342273 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -5342953.000000 Penalty: 1033.965088
	Iteration 18Q: 3 clusters Score -5342953 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -5343717.500000 Penalty: 1033.965088
	Iteration 19Q: 3 clusters Score -5343718 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -5344476.000000 Penalty: 1033.965088
	Iteration 20F: 3 clusters Score -5344476 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -5345143.500000 Penalty: 1033.965088
	Iteration 21Q: 3 clusters Score -5345144 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -5345693.500000 Penalty: 1033.965088
	Iteration 22Q: 3 clusters Score -5345694 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -5346274.000000 Penalty: 1033.965088
	Iteration 23Q: 3 clusters Score -5346274 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -5346714.500000 Penalty: 1033.965088
	Iteration 24Q: 3 clusters Score -5346714 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -5346971.500000 Penalty: 1033.965088
	Iteration 25Q: 3 clusters Score -5346972 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -5347183.500000 Penalty: 1033.965088
	Iteration 26Q: 3 clusters Score -5347184 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -5347282.500000 Penalty: 1033.965088
	Iteration 27Q: 3 clusters Score -5347282 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -5347400.500000 Penalty: 1033.965088
	Iteration 28Q: 3 clusters Score -5347400 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -5347451.000000 Penalty: 1033.965088
	Iteration 29Q: 3 clusters Score -5347451 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -5347496.000000 Penalty: 1033.965088
	Iteration 30Q: 3 clusters Score -5347496 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -5347517.000000 Penalty: 1033.965088
	Iteration 31Q: 3 clusters Score -5347517 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -5347537.000000 Penalty: 1033.965088
	Iteration 32Q: 3 clusters Score -5347537 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -5347545.000000 Penalty: 1033.965088
	Iteration 33Q: 3 clusters Score -5347545 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -5347568.500000 Penalty: 1033.965088
	Iteration 34Q: 3 clusters Score -5347568 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -5347569.000000 Penalty: 1033.965088
	Iteration 35Q: 3 clusters Score -5347569 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -5347589.500000 Penalty: 1033.965088
	Iteration 36Q: 3 clusters Score -5347590 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -5347622.000000 Penalty: 1033.965088
	Iteration 37Q: 3 clusters Score -5347622 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -5347607.000000 Penalty: 1033.965088
	Iteration 38Q: 3 clusters Score -5347607 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -5347604.500000 Penalty: 1033.965088
	Iteration 39Q: 3 clusters Score -5347604 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -5347624.000000 Penalty: 1033.965088
	Iteration 40F: 3 clusters Score -5347624 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -5347632.000000 Penalty: 1033.965088
	Iteration 41Q: 3 clusters Score -5347632 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -5347671.000000 Penalty: 1033.965088
	Iteration 42Q: 3 clusters Score -5347671 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -5347674.000000 Penalty: 1033.965088
	Iteration 43Q: 3 clusters Score -5347674 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -5347687.500000 Penalty: 1033.965088
	Iteration 44Q: 3 clusters Score -5347688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -5347715.000000 Penalty: 1033.965088
	Iteration 45Q: 3 clusters Score -5347715 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -5347725.500000 Penalty: 1033.965088
	Iteration 46Q: 3 clusters Score -5347726 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -5347730.500000 Penalty: 1033.965088
	Iteration 47Q: 3 clusters Score -5347730 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -5347740.500000 Penalty: 1033.965088
	Iteration 48Q: 3 clusters Score -5347740 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -5347751.500000 Penalty: 1033.965088
	Iteration 49Q: 3 clusters Score -5347752 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -5347743.500000 Penalty: 1033.965088
	Iteration 50Q: 3 clusters Score -5347744 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -5347756.000000 Penalty: 1033.965088
	Iteration 51Q: 3 clusters Score -5347756 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -5347770.000000 Penalty: 1033.965088
	Iteration 52Q: 3 clusters Score -5347770 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -5347783.000000 Penalty: 1033.965088
	Iteration 53Q: 3 clusters Score -5347783 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -5347788.000000 Penalty: 1033.965088
	Iteration 54Q: 3 clusters Score -5347788 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -5347809.000000 Penalty: 1033.965088
	Iteration 55Q: 3 clusters Score -5347809 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -5347808.000000 Penalty: 1033.965088
	Iteration 56Q: 3 clusters Score -5347808 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -5347858.500000 Penalty: 1033.965088
	Iteration 57Q: 3 clusters Score -5347858 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -5347877.000000 Penalty: 1033.965088
	Iteration 58Q: 3 clusters Score -5347877 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -5347897.500000 Penalty: 1033.965088
	Iteration 59Q: 3 clusters Score -5347898 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -5347914.000000 Penalty: 1033.965088
	Iteration 60F: 3 clusters Score -5347914 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -5347950.500000 Penalty: 1033.965088
	Iteration 61Q: 3 clusters Score -5347950 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -5347987.500000 Penalty: 1033.965088
	Iteration 62Q: 3 clusters Score -5347988 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -5348031.000000 Penalty: 1033.965088
	Iteration 63Q: 3 clusters Score -5348031 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -5348057.500000 Penalty: 1033.965088
	Iteration 64Q: 3 clusters Score -5348058 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -5348093.000000 Penalty: 1033.965088
	Iteration 65Q: 3 clusters Score -5348093 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -5348118.500000 Penalty: 1033.965088
	Iteration 66Q: 3 clusters Score -5348118 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -5348194.500000 Penalty: 1033.965088
	Iteration 67Q: 3 clusters Score -5348194 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -5348235.500000 Penalty: 1033.965088
	Iteration 68Q: 3 clusters Score -5348236 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -5348286.500000 Penalty: 1033.965088
	Iteration 69Q: 3 clusters Score -5348286 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -5348331.500000 Penalty: 1033.965088
	Iteration 70Q: 3 clusters Score -5348332 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -5348353.000000 Penalty: 1033.965088
	Iteration 71Q: 3 clusters Score -5348353 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -5348420.000000 Penalty: 1033.965088
	Iteration 72Q: 3 clusters Score -5348420 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -5348451.000000 Penalty: 1033.965088
	Iteration 73Q: 3 clusters Score -5348451 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -5348494.500000 Penalty: 1033.965088
	Iteration 74Q: 3 clusters Score -5348494 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5348546 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5348610 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5348656 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5348674 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -5348721.500000 Penalty: 1033.965088
	Iteration 79Q: 3 clusters Score -5348722 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5348762 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5348820 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5348872 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5348924 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5348998 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5349066 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5349134 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5349178 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5349252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -5349307.500000 Penalty: 1033.965088
	Iteration 89Q: 3 clusters Score -5349308 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -5349333.500000 Penalty: 1033.965088
	Iteration 90Q: 3 clusters Score -5349334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5349378 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5349426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5349479 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5349535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5349588 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -5349643.000000 Penalty: 1033.965088
	Iteration 96Q: 3 clusters Score -5349643 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -5349711.500000 Penalty: 1033.965088
	Iteration 97Q: 3 clusters Score -5349712 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5349742 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5349760 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -5349800.500000 Penalty: 1033.965088
	Iteration 100F: 3 clusters Score -5349800 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5349884 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5349962 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5350027 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5350068 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5350116 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5350146 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5350180 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5350220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5350245 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5350274 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -5350303.000000 Penalty: 1033.965088
	Iteration 111Q: 3 clusters Score -5350303 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5350321 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5350346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5350370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5350394 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5350412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5350434 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5350466 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5350449 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5350466 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5350503 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5350526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5350557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5350614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5350632 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5350670 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5350676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5350683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5350698 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5350710 nChanged 63
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Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5350734 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -5350744.000000 Penalty: 1033.965088
	Iteration 132Q: 3 clusters Score -5350744 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5350752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5350764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5350767 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5350774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -5350778.500000 Penalty: 1033.965088
	Iteration 137Q: 3 clusters Score -5350778 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -5350783.500000 Penalty: 1033.965088
	Iteration 138Q: 3 clusters Score -5350784 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -5350790.000000 Penalty: 1033.965088
	Iteration 139Q: 3 clusters Score -5350790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -5350804.500000 Penalty: 1033.965088
	Iteration 140F: 3 clusters Score -5350804 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -5350807.500000 Penalty: 1033.965088
	Iteration 141Q: 3 clusters Score -5350808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5350807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -5350811.000000 Penalty: 1033.965088
	Iteration 143Q: 3 clusters Score -5350811 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -5350818.000000 Penalty: 1033.965088
	Iteration 144Q: 3 clusters Score -5350818 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -5350833.000000 Penalty: 1033.965088
	Iteration 145Q: 3 clusters Score -5350833 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5350836 nChanged 16
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Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -5350843.000000 Penalty: 1033.965088
	Iteration 147Q: 3 clusters Score -5350843 nChanged 14
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Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -5350841.500000 Penalty: 1033.965088
	Iteration 148Q: 3 clusters Score -5350842 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5350844 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5350847 nChanged 11
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Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5350844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5350842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5350850 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -5350853.000000 Penalty: 1033.965088
	Iteration 154Q: 3 clusters Score -5350853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 85551 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5350852 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5350852 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5350852 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5350851 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5350850 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5350850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5350848 nChanged 3
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Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5350847 nChanged 2
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Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -5350845.000000 Penalty: 1033.965088
	Iteration 163Q: 3 clusters Score -5350845 nChanged 2
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Mstep: Class 1 contains 440 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5350850 nChanged 3
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Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5350850 nChanged 5
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Mstep: Class 1 contains 442 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5350853 nChanged 2
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -5350856.500000 Penalty: 1033.965088
	Iteration 167Q: 3 clusters Score -5350856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -5350852.500000 Penalty: 1033.965088
	Iteration 168Q: 3 clusters Score -5350852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -5350851.000000 Penalty: 1033.965088
	Iteration 169Q: 3 clusters Score -5350851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -5350853.000000 Penalty: 1033.965088
	Iteration 170Q: 3 clusters Score -5350853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -5350853.000000 Penalty: 1033.965088
	Iteration 171F: 3 clusters Score -5350853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 143 members 
Entering Unmasked Estep 
Score: -14630.363281 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14630.36 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14787.167969 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14787.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14825.212891 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14825.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14852.194336 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14852.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14874.150391 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14874.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14882.708008 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14882.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14885.007812 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14885.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14886.959961 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14886.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14888.713867 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14888.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14890.836914 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14890.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14895.951172 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14895.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14900.866211 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14900.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14906.009766 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14906.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14907.714844 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -14907.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14907.714844 Penalty: 511.126190
	Iteration 14F: 3 clusters Score -14907.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32889.304688 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32889.3 nChanged 174
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: -33032.343750 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -33032.34 nChanged 43
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: -33067.371094 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33067.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33091.039062 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -33091.04 nChanged 22
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: -33114.496094 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33114.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33122.355469 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33122.36 nChanged 11
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: -33133.027344 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33133.03 nChanged 9
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: -33141.234375 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -33141.23 nChanged 7
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: -33144.230469 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -33144.23 nChanged 1
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: -33144.441406 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -33144.44 nChanged 0
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: -33144.441406 Penalty: 565.892639
	Iteration 10F: 3 clusters Score -33144.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -30087.005859 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -30087.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29600.513672 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -29600.51 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29729.384766 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -29729.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29773.527344 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -29773.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29798.285156 Penalty: 560.092102
	Iteration 3Q: 3 clusters Score -29798.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29817.677734 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -29817.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29831.136719 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -29831.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29836.031250 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -29836.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29847.048828 Penalty: 560.092102
	Iteration 7Q: 3 clusters Score -29847.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29857.767578 Penalty: 560.092102
	Iteration 8Q: 3 clusters Score -29857.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29865.988281 Penalty: 560.092102
	Iteration 9Q: 3 clusters Score -29865.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29869.199219 Penalty: 560.092102
	Iteration 10Q: 3 clusters Score -29869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29873.363281 Penalty: 560.092102
	Iteration 11Q: 3 clusters Score -29873.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29875.537109 Penalty: 560.092102
	Iteration 12Q: 3 clusters Score -29875.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29877.484375 Penalty: 560.092102
	Iteration 13Q: 3 clusters Score -29877.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29879.054688 Penalty: 560.092102
	Iteration 14Q: 3 clusters Score -29879.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29880.714844 Penalty: 560.092102
	Iteration 15Q: 3 clusters Score -29880.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29880.714844 Penalty: 560.092102
	Iteration 16F: 3 clusters Score -29880.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (50016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Entering Unmasked Estep 
Score: -3099517.000000 Penalty: 492.314453
	Iteration 0F: 2 clusters Score -3099517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3065946.000000 Penalty: 984.628906
	Iteration 0F: 3 clusters Score -3065946 nChanged 24188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3080717.750000 Penalty: 984.628906
	Iteration 1F: 3 clusters Score -3080718 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3081920.750000 Penalty: 984.628906
	Iteration 2F: 3 clusters Score -3081921 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3083887.250000 Penalty: 984.628906
	Iteration 3F: 3 clusters Score -3083887 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3087101.750000 Penalty: 984.628906
	Iteration 4F: 3 clusters Score -3087102 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3090818.750000 Penalty: 984.628906
	Iteration 5F: 3 clusters Score -3090819 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3092932.500000 Penalty: 984.628906
	Iteration 6F: 3 clusters Score -3092932 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3093773.500000 Penalty: 984.628906
	Iteration 7Q: 3 clusters Score -3093774 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3094286.750000 Penalty: 984.628906
	Iteration 8Q: 3 clusters Score -3094287 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3094793.750000 Penalty: 984.628906
	Iteration 9Q: 3 clusters Score -3094794 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3095316.000000 Penalty: 984.628906
	Iteration 10Q: 3 clusters Score -3095316 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3095870.750000 Penalty: 984.628906
	Iteration 11Q: 3 clusters Score -3095871 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3096434.000000 Penalty: 984.628906
	Iteration 12Q: 3 clusters Score -3096434 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3096908.500000 Penalty: 984.628906
	Iteration 13Q: 3 clusters Score -3096908 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3097258.250000 Penalty: 984.628906
	Iteration 14Q: 3 clusters Score -3097258 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -3097492.000000 Penalty: 984.628906
	Iteration 15Q: 3 clusters Score -3097492 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3097671.500000 Penalty: 984.628906
	Iteration 16Q: 3 clusters Score -3097672 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3097771.250000 Penalty: 984.628906
	Iteration 17Q: 3 clusters Score -3097771 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -3097818.750000 Penalty: 984.628906
	Iteration 18Q: 3 clusters Score -3097819 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3097852.500000 Penalty: 984.628906
	Iteration 19Q: 3 clusters Score -3097852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3097888.750000 Penalty: 984.628906
	Iteration 20F: 3 clusters Score -3097889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -3097912.750000 Penalty: 984.628906
	Iteration 21Q: 3 clusters Score -3097913 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3097923.000000 Penalty: 984.628906
	Iteration 22Q: 3 clusters Score -3097923 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3097938.000000 Penalty: 984.628906
	Iteration 23Q: 3 clusters Score -3097938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3097939.500000 Penalty: 984.628906
	Iteration 24Q: 3 clusters Score -3097940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -3097950.750000 Penalty: 984.628906
	Iteration 25Q: 3 clusters Score -3097951 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3097957.750000 Penalty: 984.628906
	Iteration 26Q: 3 clusters Score -3097958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -3097961.750000 Penalty: 984.628906
	Iteration 27Q: 3 clusters Score -3097962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3097969.750000 Penalty: 984.628906
	Iteration 28Q: 3 clusters Score -3097970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -3097985.000000 Penalty: 984.628906
	Iteration 29Q: 3 clusters Score -3097985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -3097990.000000 Penalty: 984.628906
	Iteration 30Q: 3 clusters Score -3097990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3098004.000000 Penalty: 984.628906
	Iteration 31Q: 3 clusters Score -3098004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -3098005.250000 Penalty: 984.628906
	Iteration 32Q: 3 clusters Score -3098005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -3098019.000000 Penalty: 984.628906
	Iteration 33Q: 3 clusters Score -3098019 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -3098020.500000 Penalty: 984.628906
	Iteration 34Q: 3 clusters Score -3098020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3098026.000000 Penalty: 984.628906
	Iteration 35Q: 3 clusters Score -3098026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -3098039.750000 Penalty: 984.628906
	Iteration 36Q: 3 clusters Score -3098040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -3098039.750000 Penalty: 984.628906
	Iteration 37Q: 3 clusters Score -3098040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -3098045.500000 Penalty: 984.628906
	Iteration 38Q: 3 clusters Score -3098046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -3098061.250000 Penalty: 984.628906
	Iteration 39Q: 3 clusters Score -3098061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -3098076.000000 Penalty: 984.628906
	Iteration 40F: 3 clusters Score -3098076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -3098074.250000 Penalty: 984.628906
	Iteration 41Q: 3 clusters Score -3098074 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3098080.250000 Penalty: 984.628906
	Iteration 42Q: 3 clusters Score -3098080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -3098089.250000 Penalty: 984.628906
	Iteration 43Q: 3 clusters Score -3098089 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3098092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3098102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3098097.500000 Penalty: 984.628906
	Iteration 46Q: 3 clusters Score -3098098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3098108 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3098130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3098128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3098126.500000 Penalty: 984.628906
	Iteration 50Q: 3 clusters Score -3098126 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3098140.750000 Penalty: 984.628906
	Iteration 51Q: 3 clusters Score -3098141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3098162.000000 Penalty: 984.628906
	Iteration 52Q: 3 clusters Score -3098162 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3098169 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -3098187.000000 Penalty: 984.628906
	Iteration 54Q: 3 clusters Score -3098187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3098205 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3098224 nChanged 146
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Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3098234 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3098250 nChanged 151
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Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3098257 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3098276 nChanged 132
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Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3098282 nChanged 137
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Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3098301 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3098321 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3098342 nChanged 147
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Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3098340 nChanged 154
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Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3098363 nChanged 167
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Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3098386 nChanged 182
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Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3098406 nChanged 177
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Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3098419 nChanged 178
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Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3098437 nChanged 183
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3098456 nChanged 150
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Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3098475 nChanged 142
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Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 39474 members 
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	Iteration 73Q: 3 clusters Score -3098492 nChanged 121
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Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3098498 nChanged 123
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Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3098504 nChanged 102
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 39820 members 
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	Iteration 76Q: 3 clusters Score -3098510 nChanged 109
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Mstep: Class 1 contains 10087 members 
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	Iteration 77Q: 3 clusters Score -3098508 nChanged 104
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Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3098517 nChanged 92
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Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3098529 nChanged 90
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Mstep: Class 1 contains 9801 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3098533 nChanged 84
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Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3098546 nChanged 80
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3098547 nChanged 78
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 40457 members 
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	Iteration 83Q: 3 clusters Score -3098557 nChanged 71
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Mstep: Class 1 contains 9488 members 
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	Iteration 84Q: 3 clusters Score -3098564 nChanged 85
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Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3098571 nChanged 96
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Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 40709 members 
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	Iteration 86Q: 3 clusters Score -3098579 nChanged 96
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Mstep: Class 1 contains 9211 members 
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	Iteration 87Q: 3 clusters Score -3098576 nChanged 84
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Mstep: Class 1 contains 9127 members 
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	Iteration 88Q: 3 clusters Score -3098585 nChanged 84
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Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 40973 members 
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	Iteration 89Q: 3 clusters Score -3098593 nChanged 76
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Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 41049 members 
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	Iteration 90Q: 3 clusters Score -3098592 nChanged 84
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 41133 members 
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	Iteration 91Q: 3 clusters Score -3098604 nChanged 90
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Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3098614 nChanged 90
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Mstep: Class 1 contains 8703 members 
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	Iteration 93Q: 3 clusters Score -3098620 nChanged 109
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Mstep: Class 1 contains 8594 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3098623 nChanged 116
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Mstep: Class 1 contains 8478 members 
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	Iteration 95Q: 3 clusters Score -3098622 nChanged 116
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Mstep: Class 1 contains 8362 members 
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	Iteration 96Q: 3 clusters Score -3098630 nChanged 111
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Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 41765 members 
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	Iteration 97Q: 3 clusters Score -3098651 nChanged 117
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Mstep: Class 1 contains 8134 members 
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	Iteration 98Q: 3 clusters Score -3098661 nChanged 114
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Mstep: Class 1 contains 8020 members 
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	Iteration 99Q: 3 clusters Score -3098663 nChanged 103
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Mstep: Class 1 contains 7917 members 
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	Iteration 100F: 3 clusters Score -3098674 nChanged 88
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Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 42187 members 
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	Iteration 101Q: 3 clusters Score -3098674 nChanged 105
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Mstep: Class 1 contains 7724 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3098680 nChanged 98
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Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3098697 nChanged 91
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Mstep: Class 1 contains 7535 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3098715 nChanged 89
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Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -3098726.750000 Penalty: 984.628906
	Iteration 105Q: 3 clusters Score -3098727 nChanged 73
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 42643 members 
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	Iteration 106Q: 3 clusters Score -3098720 nChanged 81
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Mstep: Class 1 contains 7292 members 
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	Iteration 107Q: 3 clusters Score -3098728 nChanged 85
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Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -3098738.500000 Penalty: 984.628906
	Iteration 108Q: 3 clusters Score -3098738 nChanged 80
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Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -3098756.000000 Penalty: 984.628906
	Iteration 109Q: 3 clusters Score -3098756 nChanged 75
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Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 42964 members 
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	Iteration 110Q: 3 clusters Score -3098754 nChanged 84
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Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3098756 nChanged 93
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Mstep: Class 1 contains 6875 members 
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	Iteration 112Q: 3 clusters Score -3098763 nChanged 91
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Mstep: Class 1 contains 6784 members 
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	Iteration 113Q: 3 clusters Score -3098784 nChanged 94
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Mstep: Class 1 contains 6690 members 
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	Iteration 114Q: 3 clusters Score -3098786 nChanged 132
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Mstep: Class 1 contains 6558 members 
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Entering Unmasked Estep 
Score: -3098808.000000 Penalty: 984.628906
	Iteration 115Q: 3 clusters Score -3098808 nChanged 139
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Mstep: Class 1 contains 6419 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3098820 nChanged 134
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Mstep: Class 1 contains 6285 members 
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Entering Unmasked Estep 
Score: -3098839.500000 Penalty: 984.628906
	Iteration 117Q: 3 clusters Score -3098840 nChanged 124
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Mstep: Class 1 contains 6161 members 
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	Iteration 118Q: 3 clusters Score -3098850 nChanged 103
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Mstep: Class 1 contains 6058 members 
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	Iteration 119Q: 3 clusters Score -3098872 nChanged 94
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Mstep: Class 1 contains 5964 members 
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Entering Unmasked Estep 
Score: -3098854.250000 Penalty: 984.628906
	Iteration 120F: 3 clusters Score -3098854 nChanged 75
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Mstep: Class 1 contains 5889 members 
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	Iteration 121Q: 3 clusters Score -3098862 nChanged 82
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Mstep: Class 1 contains 5807 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3098870 nChanged 60
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Mstep: Class 1 contains 5747 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3098878 nChanged 60
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Mstep: Class 1 contains 5687 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3098884 nChanged 59
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Mstep: Class 1 contains 5628 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3098881 nChanged 42
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3098874 nChanged 37
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	Iteration 127Q: 3 clusters Score -3098874 nChanged 38
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	Iteration 128Q: 3 clusters Score -3098877 nChanged 31
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	Iteration 129Q: 3 clusters Score -3098877 nChanged 19
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3098882 nChanged 21
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	Iteration 131Q: 3 clusters Score -3098882 nChanged 22
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3098879 nChanged 19
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	Iteration 133Q: 3 clusters Score -3098882 nChanged 17
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3098878 nChanged 12
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Entering Unmasked Estep 
Score: -3098879.500000 Penalty: 984.628906
	Iteration 135Q: 3 clusters Score -3098880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -3098881.500000 Penalty: 984.628906
	Iteration 136Q: 3 clusters Score -3098882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -3098878.250000 Penalty: 984.628906
	Iteration 137Q: 3 clusters Score -3098878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -3098880.000000 Penalty: 984.628906
	Iteration 138Q: 3 clusters Score -3098880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -3098879.500000 Penalty: 984.628906
	Iteration 139Q: 3 clusters Score -3098880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -3098879.000000 Penalty: 984.628906
	Iteration 140F: 3 clusters Score -3098879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -3098880.000000 Penalty: 984.628906
	Iteration 141Q: 3 clusters Score -3098880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -3098880.000000 Penalty: 984.628906
	Iteration 142F: 3 clusters Score -3098880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.876953 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.88 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 194 members 
Entering Unmasked Estep 
Score: -22206.263672 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22206.26 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22440.681641 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22440.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22483.501953 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22487.173828 Penalty: 538.374390
	Iteration 3Q: 3 clusters Score -22487.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22487.173828 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -22487.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7456.987793 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7456.988 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 102 members 
Entering Unmasked Estep 
Score: -7174.344727 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7174.345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7248.763184 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7248.763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7265.894043 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7265.894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7271.868652 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -7271.869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7276.785645 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7276.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7279.175781 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -7279.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7279.175781 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -7279.176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 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 230 members 
Entering Unmasked Estep 
Score: -28103.070312 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28103.07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28236.134766 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28236.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28268.394531 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28268.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28283.617188 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -28283.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28293.564453 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -28293.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28310.988281 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -28310.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28322.484375 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28322.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28330.824219 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28330.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28336.884766 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28336.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28343.814453 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28343.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28349.324219 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28349.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28352.519531 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -28352.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28357.406250 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -28357.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28360.328125 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -28360.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28360.982422 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -28360.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28360.982422 Penalty: 558.925415
	Iteration 15F: 3 clusters Score -28360.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28049.181641 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28049.18 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28189.824219 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28189.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28219.849609 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28219.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28242.859375 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -28242.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28263.111328 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -28263.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28275.203125 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28278.611328 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28278.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28280.888672 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28280.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28282.093750 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28282.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28283.404297 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28284.025391 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -28284.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28285.912109 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -28285.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28287.152344 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -28287.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28288.013672 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -28288.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28289.908203 Penalty: 558.139221
	Iteration 14Q: 3 clusters Score -28289.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28295.220703 Penalty: 558.139221
	Iteration 15Q: 3 clusters Score -28295.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28300.173828 Penalty: 558.139221
	Iteration 16Q: 3 clusters Score -28300.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28308.033203 Penalty: 558.139221
	Iteration 17Q: 3 clusters Score -28308.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28314.105469 Penalty: 558.139221
	Iteration 18Q: 3 clusters Score -28314.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28327.710938 Penalty: 558.139221
	Iteration 19Q: 3 clusters Score -28327.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28333.812500 Penalty: 558.139221
	Iteration 20F: 3 clusters Score -28333.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28335.181641 Penalty: 558.139221
	Iteration 21Q: 3 clusters Score -28335.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28335.181641 Penalty: 558.139221
	Iteration 22F: 3 clusters Score -28335.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 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 140 members 
Entering Unmasked Estep 
Score: -6045.387207 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6045.387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6153.431641 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6153.432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6190.386230 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6190.386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6214.386719 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -6214.387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6226.242188 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6226.242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6227.935059 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6227.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6228.740723 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -6228.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6228.740723 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -6228.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 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 960 members 
Entering Unmasked Estep 
Score: -124697.632812 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124697.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -125237.000000 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125237 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -125363.546875 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125363.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125456.640625 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125456.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -125507.375000 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -125507.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -125542.812500 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -125542.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125566.578125 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -125566.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -125589.046875 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -125589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125609.539062 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125609.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -125621.484375 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125621.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -125634.265625 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125634.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -125647.804688 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -125663.632812 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125663.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125682.117188 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125682.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125697.273438 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125697.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125715.609375 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125715.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125736.007812 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -125754.531250 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125754.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -125771.289062 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125771.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -125789.679688 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -125789.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125809.835938 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -125809.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -125824.296875 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -125824.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -125836.320312 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -125836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -125845.687500 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -125845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -125855.617188 Penalty: 690.075562
	Iteration 24Q: 3 clusters Score -125855.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -125860.929688 Penalty: 690.075562
	Iteration 25Q: 3 clusters Score -125860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -125861.992188 Penalty: 690.075562
	Iteration 26Q: 3 clusters Score -125862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125862.820312 Penalty: 690.075562
	Iteration 27Q: 3 clusters Score -125862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -125863.875000 Penalty: 690.075562
	Iteration 28Q: 3 clusters Score -125863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125864.000000 Penalty: 690.075562
	Iteration 29Q: 3 clusters Score -125864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125864.000000 Penalty: 690.075562
	Iteration 30F: 3 clusters Score -125864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12069.428711 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12069.43 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 106 members 
Entering Unmasked Estep 
Score: -11801.330078 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11801.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12006.950195 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -12006.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12202.940430 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12202.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12215.468750 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -12215.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12215.468750 Penalty: 485.277405
	Iteration 4F: 3 clusters Score -12215.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 81 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 126 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292696.000000 Penalty: 44907.519531
Splitting cluster 39 changes total score from -53293056.000000 to -53292696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (70820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Entering Unmasked Estep 
Score: -4348724.500000 Penalty: 508.139282
	Iteration 0F: 2 clusters Score -4348724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4300934.000000 Penalty: 1016.278564
	Iteration 0F: 3 clusters Score -4300934 nChanged 34593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4322531.500000 Penalty: 1016.278564
	Iteration 1F: 3 clusters Score -4322532 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4323708.500000 Penalty: 1016.278564
	Iteration 2Q: 3 clusters Score -4323708 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4325574.500000 Penalty: 1016.278564
	Iteration 3F: 3 clusters Score -4325574 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4328887.000000 Penalty: 1016.278564
	Iteration 4F: 3 clusters Score -4328887 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4333981.000000 Penalty: 1016.278564
	Iteration 5F: 3 clusters Score -4333981 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4339267.000000 Penalty: 1016.278564
	Iteration 6F: 3 clusters Score -4339267 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4342124.000000 Penalty: 1016.278564
	Iteration 7F: 3 clusters Score -4342124 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4343453.500000 Penalty: 1016.278564
	Iteration 8Q: 3 clusters Score -4343454 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4344422.000000 Penalty: 1016.278564
	Iteration 9Q: 3 clusters Score -4344422 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -4345238.500000 Penalty: 1016.278564
	Iteration 10Q: 3 clusters Score -4345238 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4345879.500000 Penalty: 1016.278564
	Iteration 11Q: 3 clusters Score -4345880 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4346318.000000 Penalty: 1016.278564
	Iteration 12Q: 3 clusters Score -4346318 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4346608.000000 Penalty: 1016.278564
	Iteration 13Q: 3 clusters Score -4346608 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4346738.500000 Penalty: 1016.278564
	Iteration 14Q: 3 clusters Score -4346738 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -4346851.500000 Penalty: 1016.278564
	Iteration 15Q: 3 clusters Score -4346852 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -4346909.500000 Penalty: 1016.278564
	Iteration 16Q: 3 clusters Score -4346910 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4346937.000000 Penalty: 1016.278564
	Iteration 17Q: 3 clusters Score -4346937 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4346982.500000 Penalty: 1016.278564
	Iteration 18Q: 3 clusters Score -4346982 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4347032.500000 Penalty: 1016.278564
	Iteration 19Q: 3 clusters Score -4347032 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4347060.000000 Penalty: 1016.278564
	Iteration 20F: 3 clusters Score -4347060 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4347105.000000 Penalty: 1016.278564
	Iteration 21Q: 3 clusters Score -4347105 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4347131.500000 Penalty: 1016.278564
	Iteration 22Q: 3 clusters Score -4347132 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4347143.000000 Penalty: 1016.278564
	Iteration 23Q: 3 clusters Score -4347143 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4347159.000000 Penalty: 1016.278564
	Iteration 24Q: 3 clusters Score -4347159 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4347185.500000 Penalty: 1016.278564
	Iteration 25Q: 3 clusters Score -4347186 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4347209.500000 Penalty: 1016.278564
	Iteration 26Q: 3 clusters Score -4347210 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4347225.000000 Penalty: 1016.278564
	Iteration 27Q: 3 clusters Score -4347225 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4347233.500000 Penalty: 1016.278564
	Iteration 28Q: 3 clusters Score -4347234 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4347242.000000 Penalty: 1016.278564
	Iteration 29Q: 3 clusters Score -4347242 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4347259.500000 Penalty: 1016.278564
	Iteration 30Q: 3 clusters Score -4347260 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4347292.500000 Penalty: 1016.278564
	Iteration 31Q: 3 clusters Score -4347292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4347306.500000 Penalty: 1016.278564
	Iteration 32Q: 3 clusters Score -4347306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4347320.000000 Penalty: 1016.278564
	Iteration 33Q: 3 clusters Score -4347320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4347327.000000 Penalty: 1016.278564
	Iteration 34Q: 3 clusters Score -4347327 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4347343.500000 Penalty: 1016.278564
	Iteration 35Q: 3 clusters Score -4347344 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4347340.500000 Penalty: 1016.278564
	Iteration 36Q: 3 clusters Score -4347340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4347361.500000 Penalty: 1016.278564
	Iteration 37Q: 3 clusters Score -4347362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4347377.000000 Penalty: 1016.278564
	Iteration 38Q: 3 clusters Score -4347377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4347384.500000 Penalty: 1016.278564
	Iteration 39Q: 3 clusters Score -4347384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4347392.500000 Penalty: 1016.278564
	Iteration 40F: 3 clusters Score -4347392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4347410.000000 Penalty: 1016.278564
	Iteration 41Q: 3 clusters Score -4347410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4347413.000000 Penalty: 1016.278564
	Iteration 42Q: 3 clusters Score -4347413 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4347409.000000 Penalty: 1016.278564
	Iteration 43Q: 3 clusters Score -4347409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4347420.500000 Penalty: 1016.278564
	Iteration 44Q: 3 clusters Score -4347420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4347423.500000 Penalty: 1016.278564
	Iteration 45Q: 3 clusters Score -4347424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4347422.500000 Penalty: 1016.278564
	Iteration 46Q: 3 clusters Score -4347422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4347432.000000 Penalty: 1016.278564
	Iteration 47Q: 3 clusters Score -4347432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4347446.500000 Penalty: 1016.278564
	Iteration 48Q: 3 clusters Score -4347446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4347452.500000 Penalty: 1016.278564
	Iteration 49Q: 3 clusters Score -4347452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4347459.000000 Penalty: 1016.278564
	Iteration 50Q: 3 clusters Score -4347459 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4347463.500000 Penalty: 1016.278564
	Iteration 51Q: 3 clusters Score -4347464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4347473.000000 Penalty: 1016.278564
	Iteration 52Q: 3 clusters Score -4347473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4347475.000000 Penalty: 1016.278564
	Iteration 53Q: 3 clusters Score -4347475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4347477.500000 Penalty: 1016.278564
	Iteration 54Q: 3 clusters Score -4347478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4347486.500000 Penalty: 1016.278564
	Iteration 55Q: 3 clusters Score -4347486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4347488.000000 Penalty: 1016.278564
	Iteration 56Q: 3 clusters Score -4347488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4347488.000000 Penalty: 1016.278564
	Iteration 57Q: 3 clusters Score -4347488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4347499.500000 Penalty: 1016.278564
	Iteration 58Q: 3 clusters Score -4347500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4347494.000000 Penalty: 1016.278564
	Iteration 59Q: 3 clusters Score -4347494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4347506.000000 Penalty: 1016.278564
	Iteration 60F: 3 clusters Score -4347506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4347516.000000 Penalty: 1016.278564
	Iteration 61Q: 3 clusters Score -4347516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4347513.000000 Penalty: 1016.278564
	Iteration 62Q: 3 clusters Score -4347513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4347511.500000 Penalty: 1016.278564
	Iteration 63Q: 3 clusters Score -4347512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4347523 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4347537 nChanged 82
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Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4347551 nChanged 73
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Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4347546 nChanged 68
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Mstep: Class 1 contains 55046 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4347542 nChanged 61
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Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4347544 nChanged 66
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Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4347557 nChanged 63
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Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4347546 nChanged 56
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Mstep: Class 1 contains 55292 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4347550 nChanged 56
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Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4347552 nChanged 45
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Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4347560 nChanged 40
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Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4347556 nChanged 31
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Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4347558 nChanged 31
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Mstep: Class 1 contains 55495 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4347556 nChanged 32
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Mstep: Class 1 contains 55527 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4347558 nChanged 35
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Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4347558 nChanged 23
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Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4347558 nChanged 32
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Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4347562 nChanged 23
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Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4347558 nChanged 23
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Mstep: Class 1 contains 55663 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4347564 nChanged 22
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Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4347562 nChanged 25
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4347564 nChanged 22
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Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4347570 nChanged 19
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Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4347576 nChanged 21
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Mstep: Class 1 contains 55772 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4347573 nChanged 22
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Mstep: Class 1 contains 55794 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4347576 nChanged 18
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Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4347576 nChanged 18
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Mstep: Class 1 contains 55830 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4347580 nChanged 23
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Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55874 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 55888 members 
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	Iteration 94Q: 3 clusters Score -4347588 nChanged 13
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Mstep: Class 1 contains 55901 members 
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	Iteration 95Q: 3 clusters Score -4347588 nChanged 19
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	Iteration 96Q: 3 clusters Score -4347593 nChanged 17
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Mstep: Class 1 contains 55937 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4347599 nChanged 16
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Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4347602 nChanged 12
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Mstep: Class 1 contains 56005 members 
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	Iteration 101Q: 3 clusters Score -4347601 nChanged 14
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Mstep: Class 1 contains 56019 members 
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	Iteration 102Q: 3 clusters Score -4347605 nChanged 19
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Mstep: Class 1 contains 56038 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4347604 nChanged 19
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Mstep: Class 1 contains 56057 members 
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	Iteration 104Q: 3 clusters Score -4347600 nChanged 13
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Mstep: Class 1 contains 56070 members 
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	Iteration 105Q: 3 clusters Score -4347596 nChanged 9
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Mstep: Class 1 contains 56079 members 
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	Iteration 106Q: 3 clusters Score -4347602 nChanged 8
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Mstep: Class 1 contains 56087 members 
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	Iteration 107Q: 3 clusters Score -4347597 nChanged 13
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Mstep: Class 1 contains 56100 members 
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	Iteration 108Q: 3 clusters Score -4347600 nChanged 13
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4347598 nChanged 5
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4347604 nChanged 3
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Mstep: Class 1 contains 56121 members 
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	Iteration 111Q: 3 clusters Score -4347606 nChanged 5
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	Iteration 112Q: 3 clusters Score -4347605 nChanged 5
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	Iteration 113Q: 3 clusters Score -4347604 nChanged 11
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Mstep: Class 1 contains 56140 members 
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	Iteration 114Q: 3 clusters Score -4347600 nChanged 14
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	Iteration 115Q: 3 clusters Score -4347603 nChanged 17
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	Iteration 116Q: 3 clusters Score -4347606 nChanged 12
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	Iteration 117Q: 3 clusters Score -4347608 nChanged 9
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	Iteration 118Q: 3 clusters Score -4347612 nChanged 6
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	Iteration 119Q: 3 clusters Score -4347604 nChanged 11
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	Iteration 120F: 3 clusters Score -4347608 nChanged 10
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	Iteration 121Q: 3 clusters Score -4347609 nChanged 9
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	Iteration 122Q: 3 clusters Score -4347604 nChanged 10
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Mstep: Class 1 contains 56236 members 
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	Iteration 123Q: 3 clusters Score -4347612 nChanged 13
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	Iteration 124Q: 3 clusters Score -4347612 nChanged 14
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	Iteration 125Q: 3 clusters Score -4347610 nChanged 8
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	Iteration 126Q: 3 clusters Score -4347616 nChanged 7
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	Iteration 127Q: 3 clusters Score -4347614 nChanged 5
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	Iteration 128Q: 3 clusters Score -4347614 nChanged 3
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	Iteration 129Q: 3 clusters Score -4347613 nChanged 3
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	Iteration 130Q: 3 clusters Score -4347614 nChanged 6
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	Iteration 131Q: 3 clusters Score -4347614 nChanged 6
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	Iteration 132Q: 3 clusters Score -4347614 nChanged 6
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	Iteration 133Q: 3 clusters Score -4347612 nChanged 4
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	Iteration 134Q: 3 clusters Score -4347613 nChanged 3
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	Iteration 135Q: 3 clusters Score -4347618 nChanged 5
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	Iteration 136Q: 3 clusters Score -4347616 nChanged 4
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	Iteration 137Q: 3 clusters Score -4347618 nChanged 7
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	Iteration 138Q: 3 clusters Score -4347618 nChanged 7
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	Iteration 139Q: 3 clusters Score -4347620 nChanged 4
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	Iteration 140F: 3 clusters Score -4347621 nChanged 8
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	Iteration 141Q: 3 clusters Score -4347622 nChanged 14
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	Iteration 142Q: 3 clusters Score -4347620 nChanged 13
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	Iteration 143Q: 3 clusters Score -4347626 nChanged 14
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	Iteration 144Q: 3 clusters Score -4347628 nChanged 15
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	Iteration 145Q: 3 clusters Score -4347629 nChanged 20
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	Iteration 146Q: 3 clusters Score -4347630 nChanged 23
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	Iteration 147Q: 3 clusters Score -4347630 nChanged 25
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	Iteration 148Q: 3 clusters Score -4347628 nChanged 25
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	Iteration 149Q: 3 clusters Score -4347628 nChanged 26
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	Iteration 150Q: 3 clusters Score -4347631 nChanged 27
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	Iteration 151Q: 3 clusters Score -4347631 nChanged 31
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	Iteration 152Q: 3 clusters Score -4347628 nChanged 27
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	Iteration 153Q: 3 clusters Score -4347624 nChanged 34
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	Iteration 154Q: 3 clusters Score -4347626 nChanged 25
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	Iteration 155Q: 3 clusters Score -4347624 nChanged 29
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	Iteration 156Q: 3 clusters Score -4347617 nChanged 29
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4347620 nChanged 25
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Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4347621 nChanged 27
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Mstep: Class 1 contains 56803 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4347622 nChanged 35
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Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4347628 nChanged 30
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Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4347630 nChanged 27
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Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4347638 nChanged 30
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Mstep: Class 1 contains 56925 members 
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	Iteration 164Q: 3 clusters Score -4347644 nChanged 28
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Mstep: Class 1 contains 56953 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4347642 nChanged 35
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Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4347647 nChanged 43
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Mstep: Class 1 contains 57031 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4347647 nChanged 41
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Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4347656 nChanged 51
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4347654 nChanged 42
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Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4347650 nChanged 38
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Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4347653 nChanged 51
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Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4347654 nChanged 40
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Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4347650 nChanged 31
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Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4347656 nChanged 32
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Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4347664 nChanged 30
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Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4347660 nChanged 38
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4347667 nChanged 35
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Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4347673 nChanged 41
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Mstep: Class 1 contains 57493 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4347682 nChanged 42
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Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 13285 members 
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	Iteration 180F: 3 clusters Score -4347684 nChanged 24
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Mstep: Class 1 contains 57559 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13237 members 
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	Iteration 182Q: 3 clusters Score -4347692 nChanged 34
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	Iteration 183Q: 3 clusters Score -4347694 nChanged 31
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4347696 nChanged 30
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4347694 nChanged 39
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	Iteration 186Q: 3 clusters Score -4347688 nChanged 45
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4347696 nChanged 30
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Mstep: Class 1 contains 57792 members 
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	Iteration 188Q: 3 clusters Score -4347694 nChanged 35
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Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 12993 members 
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	Iteration 189Q: 3 clusters Score -4347700 nChanged 38
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Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 12921 members 
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Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4347714 nChanged 46
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Mstep: Class 2 contains 12832 members 
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	Iteration 195Q: 3 clusters Score -4347712 nChanged 41
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Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 12712 members 
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Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4347712 nChanged 36
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Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4347707 nChanged 35
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	Iteration 199Q: 3 clusters Score -4347704 nChanged 30
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Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4347700 nChanged 39
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Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 12534 members 
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	Iteration 201Q: 3 clusters Score -4347706 nChanged 41
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Mstep: Class 1 contains 58327 members 
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Mstep: Class 1 contains 58366 members 
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	Iteration 203Q: 3 clusters Score -4347706 nChanged 21
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	Iteration 204Q: 3 clusters Score -4347708 nChanged 27
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	Iteration 205Q: 3 clusters Score -4347712 nChanged 22
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	Iteration 206Q: 3 clusters Score -4347720 nChanged 26
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	Iteration 207Q: 3 clusters Score -4347717 nChanged 28
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	Iteration 208Q: 3 clusters Score -4347714 nChanged 25
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	Iteration 209Q: 3 clusters Score -4347710 nChanged 16
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	Iteration 210Q: 3 clusters Score -4347709 nChanged 17
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	Iteration 211Q: 3 clusters Score -4347714 nChanged 18
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Mstep: Class 1 contains 58566 members 
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	Iteration 212Q: 3 clusters Score -4347716 nChanged 22
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	Iteration 213Q: 3 clusters Score -4347716 nChanged 14
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	Iteration 214Q: 3 clusters Score -4347714 nChanged 12
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	Iteration 215Q: 3 clusters Score -4347714 nChanged 11
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	Iteration 216Q: 3 clusters Score -4347712 nChanged 11
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	Iteration 217Q: 3 clusters Score -4347717 nChanged 10
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	Iteration 218Q: 3 clusters Score -4347719 nChanged 10
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	Iteration 219Q: 3 clusters Score -4347718 nChanged 14
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4347724 nChanged 15
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	Iteration 221Q: 3 clusters Score -4347729 nChanged 12
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	Iteration 222Q: 3 clusters Score -4347728 nChanged 10
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	Iteration 223Q: 3 clusters Score -4347728 nChanged 5
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	Iteration 224Q: 3 clusters Score -4347724 nChanged 2
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	Iteration 225Q: 3 clusters Score -4347726 nChanged 3
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	Iteration 226Q: 3 clusters Score -4347722 nChanged 5
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	Iteration 227Q: 3 clusters Score -4347725 nChanged 4
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	Iteration 228Q: 3 clusters Score -4347726 nChanged 4
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	Iteration 229Q: 3 clusters Score -4347731 nChanged 7
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	Iteration 230Q: 3 clusters Score -4347730 nChanged 8
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	Iteration 231Q: 3 clusters Score -4347724 nChanged 9
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	Iteration 232Q: 3 clusters Score -4347726 nChanged 10
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	Iteration 233Q: 3 clusters Score -4347728 nChanged 12
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	Iteration 234Q: 3 clusters Score -4347730 nChanged 21
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	Iteration 235Q: 3 clusters Score -4347726 nChanged 19
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	Iteration 236Q: 3 clusters Score -4347734 nChanged 18
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	Iteration 237Q: 3 clusters Score -4347736 nChanged 22
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	Iteration 238Q: 3 clusters Score -4347738 nChanged 30
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	Iteration 239Q: 3 clusters Score -4347742 nChanged 26
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	Iteration 240F: 3 clusters Score -4347749 nChanged 39
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	Iteration 241Q: 3 clusters Score -4347744 nChanged 41
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	Iteration 242Q: 3 clusters Score -4347748 nChanged 31
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	Iteration 243Q: 3 clusters Score -4347749 nChanged 33
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	Iteration 244Q: 3 clusters Score -4347745 nChanged 19
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	Iteration 245Q: 3 clusters Score -4347745 nChanged 26
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	Iteration 246Q: 3 clusters Score -4347750 nChanged 21
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	Iteration 248Q: 3 clusters Score -4347752 nChanged 24
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4347754 nChanged 29
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4347752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4347757.500000 Penalty: 1016.278564
	Iteration 251Q: 3 clusters Score -4347758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4347760.500000 Penalty: 1016.278564
	Iteration 252Q: 3 clusters Score -4347760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4347763.500000 Penalty: 1016.278564
	Iteration 253Q: 3 clusters Score -4347764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4347770.000000 Penalty: 1016.278564
	Iteration 254Q: 3 clusters Score -4347770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4347763.000000 Penalty: 1016.278564
	Iteration 255Q: 3 clusters Score -4347763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4347770.500000 Penalty: 1016.278564
	Iteration 256Q: 3 clusters Score -4347770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4347779.500000 Penalty: 1016.278564
	Iteration 257Q: 3 clusters Score -4347780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4347780.500000 Penalty: 1016.278564
	Iteration 258Q: 3 clusters Score -4347780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4347786.500000 Penalty: 1016.278564
	Iteration 259Q: 3 clusters Score -4347786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4347783.000000 Penalty: 1016.278564
	Iteration 260F: 3 clusters Score -4347783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4347779.000000 Penalty: 1016.278564
	Iteration 261Q: 3 clusters Score -4347779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4347785.500000 Penalty: 1016.278564
	Iteration 262Q: 3 clusters Score -4347786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4347789.000000 Penalty: 1016.278564
	Iteration 263Q: 3 clusters Score -4347789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4347784.500000 Penalty: 1016.278564
	Iteration 264Q: 3 clusters Score -4347784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -4347791.500000 Penalty: 1016.278564
	Iteration 265Q: 3 clusters Score -4347792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4347803.000000 Penalty: 1016.278564
	Iteration 266Q: 3 clusters Score -4347803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4347807.500000 Penalty: 1016.278564
	Iteration 267Q: 3 clusters Score -4347808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4347800.500000 Penalty: 1016.278564
	Iteration 268Q: 3 clusters Score -4347800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4347805.000000 Penalty: 1016.278564
	Iteration 269Q: 3 clusters Score -4347805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4347809.500000 Penalty: 1016.278564
	Iteration 270Q: 3 clusters Score -4347810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4347802.000000 Penalty: 1016.278564
	Iteration 271Q: 3 clusters Score -4347802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4347796.500000 Penalty: 1016.278564
	Iteration 272Q: 3 clusters Score -4347796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4347804.000000 Penalty: 1016.278564
	Iteration 273Q: 3 clusters Score -4347804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4347811.000000 Penalty: 1016.278564
	Iteration 274Q: 3 clusters Score -4347811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4347812.000000 Penalty: 1016.278564
	Iteration 275Q: 3 clusters Score -4347812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4347813.500000 Penalty: 1016.278564
	Iteration 276Q: 3 clusters Score -4347814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4347807.500000 Penalty: 1016.278564
	Iteration 277Q: 3 clusters Score -4347808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4347813.500000 Penalty: 1016.278564
	Iteration 278Q: 3 clusters Score -4347814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4347814.000000 Penalty: 1016.278564
	Iteration 279Q: 3 clusters Score -4347814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4347822.000000 Penalty: 1016.278564
	Iteration 280F: 3 clusters Score -4347822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4347824.500000 Penalty: 1016.278564
	Iteration 281Q: 3 clusters Score -4347824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4347826.000000 Penalty: 1016.278564
	Iteration 282Q: 3 clusters Score -4347826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4347837.500000 Penalty: 1016.278564
	Iteration 283Q: 3 clusters Score -4347838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4347849.500000 Penalty: 1016.278564
	Iteration 284Q: 3 clusters Score -4347850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4347848.000000 Penalty: 1016.278564
	Iteration 285Q: 3 clusters Score -4347848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4347856.000000 Penalty: 1016.278564
	Iteration 286Q: 3 clusters Score -4347856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4347864.000000 Penalty: 1016.278564
	Iteration 287Q: 3 clusters Score -4347864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4347873.000000 Penalty: 1016.278564
	Iteration 288Q: 3 clusters Score -4347873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4347875.500000 Penalty: 1016.278564
	Iteration 289Q: 3 clusters Score -4347876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -4347880.000000 Penalty: 1016.278564
	Iteration 290Q: 3 clusters Score -4347880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4347889.500000 Penalty: 1016.278564
	Iteration 291Q: 3 clusters Score -4347890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -4347899.000000 Penalty: 1016.278564
	Iteration 292Q: 3 clusters Score -4347899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4347918.500000 Penalty: 1016.278564
	Iteration 293Q: 3 clusters Score -4347918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4347917.000000 Penalty: 1016.278564
	Iteration 294Q: 3 clusters Score -4347917 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4347912.000000 Penalty: 1016.278564
	Iteration 295Q: 3 clusters Score -4347912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4347938.500000 Penalty: 1016.278564
	Iteration 296Q: 3 clusters Score -4347938 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4347960.500000 Penalty: 1016.278564
	Iteration 297Q: 3 clusters Score -4347960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -4347974.500000 Penalty: 1016.278564
	Iteration 298Q: 3 clusters Score -4347974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -4347991.000000 Penalty: 1016.278564
	Iteration 299Q: 3 clusters Score -4347991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -4348000.500000 Penalty: 1016.278564
	Iteration 300F: 3 clusters Score -4348000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4348012.500000 Penalty: 1016.278564
	Iteration 301Q: 3 clusters Score -4348012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4348018.000000 Penalty: 1016.278564
	Iteration 302Q: 3 clusters Score -4348018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4348026.500000 Penalty: 1016.278564
	Iteration 303Q: 3 clusters Score -4348026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4348028.500000 Penalty: 1016.278564
	Iteration 304Q: 3 clusters Score -4348028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4348036.500000 Penalty: 1016.278564
	Iteration 305Q: 3 clusters Score -4348036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4348041.500000 Penalty: 1016.278564
	Iteration 306Q: 3 clusters Score -4348042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4348055.500000 Penalty: 1016.278564
	Iteration 307Q: 3 clusters Score -4348056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4348070.000000 Penalty: 1016.278564
	Iteration 308Q: 3 clusters Score -4348070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4348081.500000 Penalty: 1016.278564
	Iteration 309Q: 3 clusters Score -4348082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4348083.500000 Penalty: 1016.278564
	Iteration 310Q: 3 clusters Score -4348084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4348084.500000 Penalty: 1016.278564
	Iteration 311Q: 3 clusters Score -4348084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4348078.000000 Penalty: 1016.278564
	Iteration 312Q: 3 clusters Score -4348078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4348085.000000 Penalty: 1016.278564
	Iteration 313Q: 3 clusters Score -4348085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4348078.500000 Penalty: 1016.278564
	Iteration 314Q: 3 clusters Score -4348078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4348083.000000 Penalty: 1016.278564
	Iteration 315Q: 3 clusters Score -4348083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4348080.500000 Penalty: 1016.278564
	Iteration 316Q: 3 clusters Score -4348080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4348091.500000 Penalty: 1016.278564
	Iteration 317Q: 3 clusters Score -4348092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -4348095.000000 Penalty: 1016.278564
	Iteration 318Q: 3 clusters Score -4348095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -4348091.000000 Penalty: 1016.278564
	Iteration 319Q: 3 clusters Score -4348091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4348090.000000 Penalty: 1016.278564
	Iteration 320F: 3 clusters Score -4348090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4348087.000000 Penalty: 1016.278564
	Iteration 321Q: 3 clusters Score -4348087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4348092.000000 Penalty: 1016.278564
	Iteration 322Q: 3 clusters Score -4348092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4348089.000000 Penalty: 1016.278564
	Iteration 323Q: 3 clusters Score -4348089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4348092.000000 Penalty: 1016.278564
	Iteration 324Q: 3 clusters Score -4348092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4348099.000000 Penalty: 1016.278564
	Iteration 325Q: 3 clusters Score -4348099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4348102.500000 Penalty: 1016.278564
	Iteration 326Q: 3 clusters Score -4348102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -4348102.500000 Penalty: 1016.278564
	Iteration 327Q: 3 clusters Score -4348102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4348104.000000 Penalty: 1016.278564
	Iteration 328Q: 3 clusters Score -4348104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4348104.500000 Penalty: 1016.278564
	Iteration 329Q: 3 clusters Score -4348104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -4348103.000000 Penalty: 1016.278564
	Iteration 330Q: 3 clusters Score -4348103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4348102.500000 Penalty: 1016.278564
	Iteration 331Q: 3 clusters Score -4348102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4348104.000000 Penalty: 1016.278564
	Iteration 332Q: 3 clusters Score -4348104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4348104.000000 Penalty: 1016.278564
	Iteration 333F: 3 clusters Score -4348104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 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 17 members 
Entering Unmasked Estep 
Score: -2592.086182 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2592.086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -2595.224854 Penalty: 354.155670
	Iteration 1Q: 3 clusters Score -2595.225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -2633.986084 Penalty: 177.077835
	Iteration 2F: 2 clusters Score -2633.986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 3F: 2 clusters Score -2719.314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68911.976562 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68911.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68039.250000 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68039.25 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68304.523438 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68304.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68422.851562 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68422.85 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68513.968750 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -68513.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68563.734375 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -68563.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -68613.242188 Penalty: 637.361633
	Iteration 5F: 3 clusters Score -68613.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -68667.507812 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68667.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68692.960938 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68692.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -68707.062500 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68707.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68722.273438 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68722.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68733.914062 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68733.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -68739.312500 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68739.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -68743.453125 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68743.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -68746.468750 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68746.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -68747.718750 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -68747.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68749.054688 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -68749.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68749.812500 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -68749.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68749.328125 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -68749.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -68750.187500 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -68750.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -68750.179688 Penalty: 637.361633
	Iteration 19Q: 3 clusters Score -68750.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68751.906250 Penalty: 637.361633
	Iteration 20F: 3 clusters Score -68751.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68752.210938 Penalty: 637.361633
	Iteration 21Q: 3 clusters Score -68752.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68752.476562 Penalty: 637.361633
	Iteration 22Q: 3 clusters Score -68752.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68752.859375 Penalty: 637.361633
	Iteration 23Q: 3 clusters Score -68752.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -68752.882812 Penalty: 637.361633
	Iteration 24Q: 3 clusters Score -68752.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68753.031250 Penalty: 637.361633
	Iteration 25Q: 3 clusters Score -68753.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68753.031250 Penalty: 637.361633
	Iteration 26F: 3 clusters Score -68753.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 76 members 
Entering Unmasked Estep 
Score: -8792.807617 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8792.808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8869.178711 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8869.179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8896.032227 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8896.032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8901.762695 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8901.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8903.900391 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8904.083984 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8904.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8904.083984 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -8904.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8908.054688 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8908.055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9020.943359 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -9020.943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9070.253906 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -9070.254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9089.765625 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -9089.766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9093.803711 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -9093.804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9093.803711 Penalty: 455.359100
	Iteration 5F: 3 clusters Score -9093.804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 166 members 
Entering Unmasked Estep 
Score: -20378.708984 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20378.71 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20486.880859 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20486.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20523.648438 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20523.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20535.412109 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -20535.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20554.498047 Penalty: 527.992737
	Iteration 4F: 3 clusters Score -20554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20577.835938 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20577.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20599.306641 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20599.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20613.593750 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20613.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20631.367188 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20631.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20654.542969 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20654.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20663.712891 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -20663.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20665.128906 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -20665.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20665.128906 Penalty: 527.992737
	Iteration 12F: 3 clusters Score -20665.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 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 224 members 
Entering Unmasked Estep 
Score: -25965.232422 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25965.23 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26060.609375 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26060.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26100.916016 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26100.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26145.494141 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -26145.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26169.550781 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -26169.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26178.599609 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26178.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26188.310547 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26188.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26202.570312 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26202.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26210.763672 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26210.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26219.130859 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26219.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26226.173828 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26226.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26239.003906 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26243.806641 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26243.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26247.375000 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -26247.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26254.679688 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -26254.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26258.470703 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -26258.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26264.648438 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -26264.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26272.634766 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -26272.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26284.986328 Penalty: 549.446228
	Iteration 18Q: 3 clusters Score -26284.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26300.490234 Penalty: 549.446228
	Iteration 19Q: 3 clusters Score -26300.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26307.947266 Penalty: 549.446228
	Iteration 20F: 3 clusters Score -26307.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26316.531250 Penalty: 549.446228
	Iteration 21Q: 3 clusters Score -26316.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26330.378906 Penalty: 549.446228
	Iteration 22Q: 3 clusters Score -26330.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26343.431641 Penalty: 549.446228
	Iteration 23Q: 3 clusters Score -26343.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26351.824219 Penalty: 549.446228
	Iteration 24Q: 3 clusters Score -26351.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26362.025391 Penalty: 549.446228
	Iteration 25Q: 3 clusters Score -26362.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26365.761719 Penalty: 549.446228
	Iteration 26Q: 3 clusters Score -26365.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26366.927734 Penalty: 549.446228
	Iteration 27Q: 3 clusters Score -26366.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26367.429688 Penalty: 549.446228
	Iteration 28Q: 3 clusters Score -26367.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26367.779297 Penalty: 549.446228
	Iteration 29Q: 3 clusters Score -26367.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26367.779297 Penalty: 549.446228
	Iteration 30F: 3 clusters Score -26367.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -11537.748047 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11537.75 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 133 members 
Entering Unmasked Estep 
Score: -11268.974609 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11268.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11457.759766 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11457.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11520.571289 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11520.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11539.061523 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -11539.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11541.417969 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11541.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11541.417969 Penalty: 499.116516
	Iteration 5F: 3 clusters Score -11541.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 143 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292588.000000 Penalty: 44907.519531
Splitting cluster 47 changes total score from -53293056.000000 to -53292588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 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 65 members 
Entering Unmasked Estep 
Score: -7786.748535 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7786.749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7910.571777 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7910.572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7958.015137 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7958.015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7986.931152 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7986.931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8024.530762 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -8024.531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8029.875000 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -8029.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8029.875000 Penalty: 447.718262
	Iteration 6F: 3 clusters Score -8029.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 77 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292528.000000 Penalty: 44907.519531
Splitting cluster 48 changes total score from -53293056.000000 to -53292528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 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 72 members 
Entering Unmasked Estep 
Score: -9045.779297 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9045.779 nChanged 37
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: -9123.686523 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9123.687 nChanged 10
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: -9153.024414 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9153.024 nChanged 4
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: -9171.752930 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9171.753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9181.214844 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9181.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9181.214844 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -9181.215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -53376.253906 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -53376.25 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 410 members 
Entering Unmasked Estep 
Score: -52687.656250 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -52687.66 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52890.832031 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -52890.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52973.945312 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -52973.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53052.996094 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -53053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -53124.343750 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -53124.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -53179.339844 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -53179.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53231.050781 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -53231.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53268.824219 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -53268.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53294.914062 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -53294.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53311.121094 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -53311.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53320.761719 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -53320.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53326.425781 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -53326.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53333.390625 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -53333.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53337.714844 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -53337.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53340.781250 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -53340.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -53344.300781 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -53344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53345.117188 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -53345.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -53347.945312 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -53347.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53351.082031 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -53351.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53357.718750 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -53357.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -53360.742188 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -53360.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53360.894531 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -53360.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53360.894531 Penalty: 609.990112
	Iteration 22F: 3 clusters Score -53360.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -45259.335938 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -45259.34 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 336 members 
Entering Unmasked Estep 
Score: -44653.925781 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -44653.93 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44846.648438 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -44846.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44907.566406 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -44907.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44929.464844 Penalty: 596.796021
	Iteration 3Q: 3 clusters Score -44929.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44952.699219 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -44952.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -44969.726562 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -44969.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44988.781250 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -44988.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45000.402344 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -45000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45004.742188 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -45004.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45008.503906 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -45008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45014.437500 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -45014.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45023.070312 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -45023.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45026.578125 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -45026.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45027.988281 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -45027.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45028.652344 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -45028.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45029.007812 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -45029.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -45029.785156 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -45029.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45029.949219 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -45029.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45030.117188 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -45030.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45030.257812 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -45030.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45030.257812 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -45030.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6951.624023 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6951.624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6722.909180 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6722.909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6755.104980 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6755.105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6758.743164 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -6758.743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6771.763184 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6771.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6776.093262 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6776.093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6776.450684 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -6776.451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6776.450684 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -6776.451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13221.595703 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13221.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13299.156250 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13299.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13347.424805 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13347.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13384.264648 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -13384.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13417.360352 Penalty: 492.052612
	Iteration 4F: 3 clusters Score -13417.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13453.543945 Penalty: 492.052612
	Iteration 5F: 3 clusters Score -13453.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13460.766602 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13460.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13461.914062 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13461.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13461.914062 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -13461.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13945.334961 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13945.33 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 115 members 
Entering Unmasked Estep 
Score: -13676.485352 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13676.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13829.490234 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13829.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13853.612305 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13853.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13859.236328 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13859.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13861.030273 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13861.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13861.030273 Penalty: 496.434235
	Iteration 5F: 3 clusters Score -13861.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1831.906494 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1831.906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1878.319336 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1878.319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1906.625000 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -1906.625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1929.056152 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -1929.056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1934.029053 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -1934.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1934.029053 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -1934.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34833.992188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34833.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34297.687500 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34297.69 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34551.972656 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34551.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34640.765625 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34640.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34709.218750 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34709.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34749.089844 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -34749.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34766.160156 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34766.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34782.140625 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34782.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34797.949219 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34797.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34801.960938 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34801.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34805.214844 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34805.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34810.179688 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -34810.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34816.199219 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -34816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34822.929688 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -34822.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34829.257812 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -34829.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34836.980469 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -34836.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34839.835938 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -34839.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34840.796875 Penalty: 577.930603
	Iteration 16F: 3 clusters Score -34840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34842.980469 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -34842.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34844.503906 Penalty: 577.930603
	Iteration 18Q: 3 clusters Score -34844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34845.820312 Penalty: 577.930603
	Iteration 19Q: 3 clusters Score -34845.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34847.507812 Penalty: 577.930603
	Iteration 20F: 3 clusters Score -34847.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 204 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 369 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292608.000000 Penalty: 44907.519531
Splitting cluster 56 changes total score from -53293056.000000 to -53292608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42503.035156 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42503.04 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42767.972656 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42767.97 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42887.359375 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42887.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42951.179688 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42951.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42985.789062 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -42985.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43004.707031 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -43004.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43014.535156 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -43014.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43025.980469 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -43025.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43038.914062 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -43038.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43049.042969 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -43049.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43060.050781 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -43060.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43068.742188 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -43068.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43071.578125 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -43071.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43072.355469 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -43072.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43074.199219 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -43074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43075.492188 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -43075.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43080.328125 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -43080.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43081.386719 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -43081.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43081.617188 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -43081.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43081.828125 Penalty: 592.026367
	Iteration 19Q: 3 clusters Score -43081.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43082.488281 Penalty: 592.026367
	Iteration 20F: 3 clusters Score -43082.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43082.847656 Penalty: 592.026367
	Iteration 21Q: 3 clusters Score -43082.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43082.847656 Penalty: 592.026367
	Iteration 22F: 3 clusters Score -43082.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (93569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Entering Unmasked Estep 
Score: -5845771.000000 Penalty: 520.813660
	Iteration 0F: 2 clusters Score -5845771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -5787714.000000 Penalty: 1041.627319
	Iteration 0F: 3 clusters Score -5787714 nChanged 45619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -5815442.500000 Penalty: 1041.627319
	Iteration 1F: 3 clusters Score -5815442 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -5817853.500000 Penalty: 1041.627319
	Iteration 2F: 3 clusters Score -5817854 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -5822700.000000 Penalty: 1041.627319
	Iteration 3F: 3 clusters Score -5822700 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -5830764.500000 Penalty: 1041.627319
	Iteration 4F: 3 clusters Score -5830764 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -5839698.500000 Penalty: 1041.627319
	Iteration 5F: 3 clusters Score -5839698 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -5844068.000000 Penalty: 1041.627319
	Iteration 6F: 3 clusters Score -5844068 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -5845062.500000 Penalty: 1041.627319
	Iteration 7Q: 3 clusters Score -5845062 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -5845235.000000 Penalty: 1041.627319
	Iteration 8Q: 3 clusters Score -5845235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -5845284.000000 Penalty: 1041.627319
	Iteration 9Q: 3 clusters Score -5845284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -5845302.500000 Penalty: 1041.627319
	Iteration 10Q: 3 clusters Score -5845302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -5845316.000000 Penalty: 1041.627319
	Iteration 11Q: 3 clusters Score -5845316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -5845321.500000 Penalty: 1041.627319
	Iteration 12Q: 3 clusters Score -5845322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -5845325.000000 Penalty: 1041.627319
	Iteration 13Q: 3 clusters Score -5845325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -5845325.000000 Penalty: 1041.627319
	Iteration 14F: 3 clusters Score -5845325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 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 140 members 
Entering Unmasked Estep 
Score: -16142.645508 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16142.65 nChanged 71
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: -16223.157227 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16223.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16256.814453 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16256.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16280.442383 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -16280.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16292.824219 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -16292.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16296.841797 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16296.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16318.084961 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -16318.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16338.337891 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -16338.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16341.106445 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -16341.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16346.079102 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -16346.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16348.283203 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -16348.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16349.061523 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -16349.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16351.968750 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -16351.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16351.968750 Penalty: 506.719360
	Iteration 13F: 3 clusters Score -16351.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74679.562500 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74679.56 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75012.757812 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -75012.76 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75095.195312 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75095.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75161.320312 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -75161.32 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75235.367188 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -75235.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75288.867188 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75288.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75362.585938 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75362.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75443.867188 Penalty: 643.126099
	Iteration 7F: 3 clusters Score -75443.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75484.718750 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75484.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75515.656250 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75515.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75521.960938 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75521.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75524.734375 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75524.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75524.750000 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75524.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -75525.062500 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75525.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75525.617188 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75525.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75528.367188 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75528.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75528.367188 Penalty: 643.126099
	Iteration 16F: 3 clusters Score -75528.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65062.226562 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65062.23 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65337.457031 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65337.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65414.488281 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65414.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65467.031250 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -65467.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65498.023438 Penalty: 630.496948
	Iteration 4F: 3 clusters Score -65498.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65515.687500 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65515.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65529.070312 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65529.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65543.406250 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65543.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -65552.117188 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65552.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65558.242188 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65558.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65565.148438 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -65565.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65572.242188 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -65572.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65580.429688 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -65580.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65591.656250 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -65591.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -65603.343750 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -65603.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65627.703125 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -65627.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65649.000000 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -65649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65674.015625 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -65674.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -65694.585938 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -65694.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65711.406250 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -65711.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -65721.726562 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -65721.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65727.523438 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -65727.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -65731.664062 Penalty: 630.496948
	Iteration 22Q: 3 clusters Score -65731.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -65737.265625 Penalty: 630.496948
	Iteration 23Q: 3 clusters Score -65737.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -65741.046875 Penalty: 630.496948
	Iteration 24Q: 3 clusters Score -65741.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65744.789062 Penalty: 630.496948
	Iteration 25Q: 3 clusters Score -65744.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -65750.718750 Penalty: 630.496948
	Iteration 26Q: 3 clusters Score -65750.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -65760.921875 Penalty: 630.496948
	Iteration 27Q: 3 clusters Score -65760.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65769.593750 Penalty: 630.496948
	Iteration 28Q: 3 clusters Score -65769.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -65775.898438 Penalty: 630.496948
	Iteration 29Q: 3 clusters Score -65775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -65779.750000 Penalty: 630.496948
	Iteration 30Q: 3 clusters Score -65779.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65784.703125 Penalty: 630.496948
	Iteration 31Q: 3 clusters Score -65784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65796.390625 Penalty: 630.496948
	Iteration 32Q: 3 clusters Score -65796.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -65806.609375 Penalty: 630.496948
	Iteration 33Q: 3 clusters Score -65806.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65811.187500 Penalty: 630.496948
	Iteration 34Q: 3 clusters Score -65811.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65817.914062 Penalty: 630.496948
	Iteration 35Q: 3 clusters Score -65817.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65823.562500 Penalty: 630.496948
	Iteration 36Q: 3 clusters Score -65823.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -65828.210938 Penalty: 630.496948
	Iteration 37Q: 3 clusters Score -65828.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -65831.234375 Penalty: 630.496948
	Iteration 38Q: 3 clusters Score -65831.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -65834.429688 Penalty: 630.496948
	Iteration 39Q: 3 clusters Score -65834.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -65836.468750 Penalty: 630.496948
	Iteration 40F: 3 clusters Score -65836.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -65839.281250 Penalty: 630.496948
	Iteration 41Q: 3 clusters Score -65839.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -65843.648438 Penalty: 630.496948
	Iteration 42Q: 3 clusters Score -65843.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -65849.804688 Penalty: 630.496948
	Iteration 43Q: 3 clusters Score -65849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -65858.140625 Penalty: 630.496948
	Iteration 44Q: 3 clusters Score -65858.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65866.531250 Penalty: 630.496948
	Iteration 45Q: 3 clusters Score -65866.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65868.179688 Penalty: 630.496948
	Iteration 46Q: 3 clusters Score -65868.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65868.351562 Penalty: 630.496948
	Iteration 47Q: 3 clusters Score -65868.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65868.351562 Penalty: 630.496948
	Iteration 48F: 3 clusters Score -65868.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -9676.716797 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9676.717 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: -9431.257812 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9431.258 nChanged 54
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: -9581.285156 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9581.285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9644.069336 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9644.069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9665.902344 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -9665.902 nChanged 4
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: -9673.724609 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9673.725 nChanged 1
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: -9682.193359 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9682.193 nChanged 3
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: -9685.929688 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9685.93 nChanged 5
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: -9694.817383 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9694.817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9698.100586 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9698.101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9708.585938 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -9708.586 nChanged 2
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: -9716.269531 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -9716.27 nChanged 1
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: -9719.235352 Penalty: 478.432068
	Iteration 11Q: 3 clusters Score -9719.235 nChanged 0
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: -9719.235352 Penalty: 478.432068
	Iteration 12F: 3 clusters Score -9719.235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 87 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 105 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
Score: -53292584.000000 Penalty: 44907.519531
Splitting cluster 62 changes total score from -53293056.000000 to -53292584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 99 members 
Entering Unmasked Estep 
Score: -10847.881836 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10847.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10937.180664 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10937.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10972.632812 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10972.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10996.199219 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11009.035156 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11009.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11016.550781 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11016.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11021.525391 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11021.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11021.525391 Penalty: 480.308441
	Iteration 7F: 3 clusters Score -11021.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 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 226 members 
Entering Unmasked Estep 
Score: -28176.642578 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28176.64 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28266.089844 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28266.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28322.505859 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28322.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28355.375000 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28355.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28369.628906 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28369.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28377.554688 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28377.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28383.175781 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28383.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28386.261719 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28386.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28388.595703 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28389.632812 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28389.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28390.779297 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28390.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28391.841797 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28391.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28393.376953 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28393.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28394.806641 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28394.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28395.044922 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28395.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28395.044922 Penalty: 554.924744
	Iteration 15F: 3 clusters Score -28395.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 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 82 members 
Entering Unmasked Estep 
Score: -7613.665527 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7613.666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7657.704102 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7657.704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7671.966797 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -7671.967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7675.961914 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7675.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7675.961914 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -7675.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -12640.949219 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -12640.95 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 97 members 
Entering Unmasked Estep 
Score: -12377.401367 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -12377.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12431.598633 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -12431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12450.276367 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -12450.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12456.123047 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -12456.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12457.828125 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -12457.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12457.828125 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -12457.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -11561.458008 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11561.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -11271.280273 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11271.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11415.041016 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11415.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11483.450195 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11483.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11502.380859 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -11502.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11506.929688 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11506.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11512.197266 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11533.785156 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11533.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11539.270508 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -11539.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11539.270508 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -11539.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 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 60 members 
Entering Unmasked Estep 
Score: -8133.218262 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8133.218 nChanged 26
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: -8188.164062 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8188.164 nChanged 14
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: -8273.452148 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8273.452 nChanged 9
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: -8344.177734 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -8344.178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8355.041992 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8355.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8358.136719 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8358.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8358.136719 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -8358.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 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 193 members 
Entering Unmasked Estep 
Score: -25185.173828 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25185.17 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25276.328125 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25276.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25305.888672 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25305.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25319.367188 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -25319.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25332.751953 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25332.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25340.818359 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25340.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25348.878906 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25348.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25356.062500 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25356.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25360.996094 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -25361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25362.966797 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -25362.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25363.693359 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -25363.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25364.751953 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -25364.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25365.593750 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -25365.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25365.833984 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -25365.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25365.833984 Penalty: 545.223267
	Iteration 14F: 3 clusters Score -25365.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29379.556641 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29379.56 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29527.232422 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29527.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29592.681641 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29592.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29636.964844 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -29636.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29677.599609 Penalty: 565.529358
	Iteration 4F: 3 clusters Score -29677.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29700.175781 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29700.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29716.355469 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29716.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29720.933594 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29720.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29724.707031 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29724.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29728.796875 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29737.466797 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29737.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29745.578125 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29745.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29756.664062 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29756.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29762.183594 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29762.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29764.144531 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29764.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29764.865234 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29764.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29765.886719 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -29765.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29767.351562 Penalty: 565.529358
	Iteration 17Q: 3 clusters Score -29767.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29767.964844 Penalty: 565.529358
	Iteration 18Q: 3 clusters Score -29767.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29769.458984 Penalty: 565.529358
	Iteration 19Q: 3 clusters Score -29769.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29772.363281 Penalty: 565.529358
	Iteration 20F: 3 clusters Score -29772.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29774.277344 Penalty: 565.529358
	Iteration 21Q: 3 clusters Score -29774.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29776.179688 Penalty: 565.529358
	Iteration 22Q: 3 clusters Score -29776.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29777.513672 Penalty: 565.529358
	Iteration 23Q: 3 clusters Score -29777.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29777.513672 Penalty: 565.529358
	Iteration 24F: 3 clusters Score -29777.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -32387.916016 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -32387.92 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 225 members 
Entering Unmasked Estep 
Score: -31929.025391 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -31929.03 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32055.544922 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -32055.54 nChanged 42
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: -32094.027344 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -32094.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32108.718750 Penalty: 554.309204
	Iteration 3Q: 3 clusters Score -32108.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32116.554688 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -32116.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32118.531250 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -32118.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32119.839844 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -32119.84 nChanged 1
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: -32120.152344 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -32120.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32120.773438 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -32120.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32120.773438 Penalty: 554.309204
	Iteration 9F: 3 clusters Score -32120.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86712 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 84643 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82153 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69097 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 77013 members 
Mstep: Class 19 contains 71543 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 86013 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 50016 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70820 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93569 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293032.000000 Penalty: 44283.800781
Iteration 319Q: 72 clusters Score -5.329303e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86380 members 
Mstep: Class 3 contains 1933 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 84685 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82299 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69052 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84382 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 77264 members 
Mstep: Class 19 contains 71475 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3530 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1982 members 
Mstep: Class 28 contains 86068 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49924 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70754 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93268 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293300.000000 Penalty: 44283.800781
Iteration 320F: 72 clusters Score -5.32933e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86020 members 
Mstep: Class 3 contains 1951 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 84761 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82371 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69039 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84282 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 77517 members 
Mstep: Class 19 contains 71414 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3541 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2001 members 
Mstep: Class 28 contains 86145 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49812 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70680 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93438 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292984.000000 Penalty: 44283.800781
Iteration 321Q: 72 clusters Score -5.329298e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85682 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 5 contains 84791 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82412 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69025 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84107 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 77889 members 
Mstep: Class 19 contains 71347 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3545 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2016 members 
Mstep: Class 28 contains 86199 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49729 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70603 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93621 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292832.000000 Penalty: 44283.800781
Iteration 322Q: 72 clusters Score -5.329283e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85376 members 
Mstep: Class 3 contains 2005 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 84810 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2447 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82431 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69006 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83887 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 78363 members 
Mstep: Class 19 contains 71256 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3551 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2041 members 
Mstep: Class 28 contains 86245 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49653 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70539 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93746 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292864.000000 Penalty: 44283.800781
Iteration 323Q: 72 clusters Score -5.329286e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85128 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 84828 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82436 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69006 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83681 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 78844 members 
Mstep: Class 19 contains 71151 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3557 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 86239 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49605 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70492 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93805 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292820.000000 Penalty: 44283.800781
Iteration 324Q: 72 clusters Score -5.329282e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84903 members 
Mstep: Class 3 contains 2080 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 84878 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82444 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68981 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83499 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 79359 members 
Mstep: Class 19 contains 71058 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3570 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2090 members 
Mstep: Class 28 contains 86192 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49558 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70453 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93731 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292704.000000 Penalty: 44283.800781
Iteration 325Q: 72 clusters Score -5.32927e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84685 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 5 contains 84901 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82470 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68980 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83320 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 79943 members 
Mstep: Class 19 contains 70953 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3582 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2115 members 
Mstep: Class 28 contains 86136 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49496 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70412 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93607 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292848.000000 Penalty: 44283.800781
Iteration 326Q: 72 clusters Score -5.329285e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84517 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 84923 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2466 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82455 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68996 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83123 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 80568 members 
Mstep: Class 19 contains 70834 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 86021 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49421 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70432 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93451 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292928.000000 Penalty: 44283.800781
Iteration 327Q: 72 clusters Score -5.329293e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84374 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 84956 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82462 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68991 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82913 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 81200 members 
Mstep: Class 19 contains 70726 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3619 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2158 members 
Mstep: Class 28 contains 85923 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49335 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70517 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 93189 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293024.000000 Penalty: 44283.800781
Iteration 328Q: 72 clusters Score -5.329302e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84205 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 84985 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82445 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69005 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82699 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 81766 members 
Mstep: Class 19 contains 70617 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 85783 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49231 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70706 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 92979 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293376.000000 Penalty: 44283.800781
Iteration 329Q: 72 clusters Score -5.329338e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84057 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 84969 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82471 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69009 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82489 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 82323 members 
Mstep: Class 19 contains 70518 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3661 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 85661 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 70935 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 133 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 92716 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293708.000000 Penalty: 44283.800781
Iteration 330Q: 72 clusters Score -5.329371e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83910 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 84939 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82505 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69005 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82328 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 82840 members 
Mstep: Class 19 contains 70381 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3673 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2222 members 
Mstep: Class 28 contains 85569 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 49008 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71234 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 92434 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293840.000000 Penalty: 44283.800781
Iteration 331Q: 72 clusters Score -5.329384e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83742 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 84880 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82527 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68981 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82162 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 83390 members 
Mstep: Class 19 contains 70209 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3682 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 85441 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48901 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71575 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 92215 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294012.000000 Penalty: 44283.800781
Iteration 332Q: 72 clusters Score -5.329401e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83581 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 84839 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2507 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82506 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68944 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81949 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 83885 members 
Mstep: Class 19 contains 70076 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3696 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 85326 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48778 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 71991 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91996 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294236.000000 Penalty: 44283.800781
Iteration 333Q: 72 clusters Score -5.329424e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83452 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 84779 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82448 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68919 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81741 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 84358 members 
Mstep: Class 19 contains 69941 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2308 members 
Mstep: Class 28 contains 85237 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48646 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 72492 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91713 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294340.000000 Penalty: 44283.800781
Iteration 334Q: 72 clusters Score -5.329434e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83295 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 84700 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82423 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68928 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81494 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 84865 members 
Mstep: Class 19 contains 69821 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3714 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 85164 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48506 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 73056 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91345 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294516.000000 Penalty: 44283.800781
Iteration 335Q: 72 clusters Score -5.329452e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83162 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 84634 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82380 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68944 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81226 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 85266 members 
Mstep: Class 19 contains 69680 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3726 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2371 members 
Mstep: Class 28 contains 85090 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48369 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 73752 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90981 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294872.000000 Penalty: 44283.800781
Iteration 336Q: 72 clusters Score -5.329487e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83080 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 4731 members 
Mstep: Class 5 contains 84549 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82300 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68947 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80984 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 85703 members 
Mstep: Class 19 contains 69555 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3738 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 84982 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48219 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 74506 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90571 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295308.000000 Penalty: 44283.800781
Iteration 337Q: 72 clusters Score -5.329531e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82973 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 84479 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82312 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68935 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80754 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 86088 members 
Mstep: Class 19 contains 69456 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3751 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2443 members 
Mstep: Class 28 contains 84823 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 48089 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 75286 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90115 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295360.000000 Penalty: 44283.800781
Iteration 338Q: 72 clusters Score -5.329536e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82825 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 84391 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82283 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68943 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80569 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 86372 members 
Mstep: Class 19 contains 69359 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3769 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 84684 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47935 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 76156 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89694 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295364.000000 Penalty: 44283.800781
Iteration 339Q: 72 clusters Score -5.329536e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82696 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 84275 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82279 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68944 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80413 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 86531 members 
Mstep: Class 19 contains 69255 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3784 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2516 members 
Mstep: Class 28 contains 84549 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47795 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 77105 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89252 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295596.000000 Penalty: 44283.800781
Iteration 340F: 72 clusters Score -5.32956e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82545 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 84105 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82279 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68949 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80254 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 86670 members 
Mstep: Class 19 contains 69126 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3795 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2553 members 
Mstep: Class 28 contains 84418 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47662 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 78052 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88930 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296124.000000 Penalty: 44283.800781
Iteration 341Q: 72 clusters Score -5.329612e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82372 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 84033 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82258 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68946 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80114 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 86746 members 
Mstep: Class 19 contains 69001 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 84288 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47548 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 78982 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88598 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296580.000000 Penalty: 44283.800781
Iteration 342Q: 72 clusters Score -5.329658e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82241 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 83992 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82164 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68943 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80001 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3933 members 
Mstep: Class 18 contains 86837 members 
Mstep: Class 19 contains 68845 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 84127 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47441 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 79949 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88273 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296708.000000 Penalty: 44283.800781
Iteration 343Q: 72 clusters Score -5.329671e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82134 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 83945 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82108 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68911 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79881 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 18 contains 86907 members 
Mstep: Class 19 contains 68672 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 83983 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47315 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 80943 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87920 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297056.000000 Penalty: 44283.800781
Iteration 344Q: 72 clusters Score -5.329706e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82068 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 83853 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82083 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68871 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79775 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 86942 members 
Mstep: Class 19 contains 68467 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 83828 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47192 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 82002 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87543 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297424.000000 Penalty: 44283.800781
Iteration 345Q: 72 clusters Score -5.329742e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82015 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 83776 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82112 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68825 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79640 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 86939 members 
Mstep: Class 19 contains 68301 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2724 members 
Mstep: Class 28 contains 83656 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 47055 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 83038 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 133 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87186 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297684.000000 Penalty: 44283.800781
Iteration 346Q: 72 clusters Score -5.329768e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81910 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 83712 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82100 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68770 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79547 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 86940 members 
Mstep: Class 19 contains 68159 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3845 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 83503 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46912 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 84030 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 133 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86873 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298156.000000 Penalty: 44283.800781
Iteration 347Q: 72 clusters Score -5.329816e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81843 members 
Mstep: Class 3 contains 2634 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 83624 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82039 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68701 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79477 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 86918 members 
Mstep: Class 19 contains 67999 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2771 members 
Mstep: Class 28 contains 83330 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46797 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 85048 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 133 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86624 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298332.000000 Penalty: 44283.800781
Iteration 348Q: 72 clusters Score -5.329833e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81765 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 83499 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82003 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68637 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79428 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4005 members 
Mstep: Class 18 contains 86873 members 
Mstep: Class 19 contains 67822 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3841 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 83171 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46662 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 86079 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 130 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86417 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298432.000000 Penalty: 44283.800781
Iteration 349Q: 72 clusters Score -5.329843e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81663 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 83385 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82036 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68578 members 
Mstep: Class 13 contains 2907 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79332 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 86858 members 
Mstep: Class 19 contains 67659 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3840 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 83014 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87056 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 128 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86214 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298580.000000 Penalty: 44283.800781
Iteration 350Q: 72 clusters Score -5.329858e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81547 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 83302 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2580 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82049 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68531 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79277 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 86819 members 
Mstep: Class 19 contains 67498 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2847 members 
Mstep: Class 28 contains 82867 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46364 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88031 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 127 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86009 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299124.000000 Penalty: 44283.800781
Iteration 351Q: 72 clusters Score -5.329912e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81452 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 83256 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82043 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68461 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79225 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 86745 members 
Mstep: Class 19 contains 67350 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2876 members 
Mstep: Class 28 contains 82734 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46203 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88950 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 126 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85850 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299272.000000 Penalty: 44283.800781
Iteration 352Q: 72 clusters Score -5.329927e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81364 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 4972 members 
Mstep: Class 5 contains 83231 members 
Mstep: Class 6 contains 522 members 
Mstep: Class 7 contains 2585 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81999 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68392 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79219 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 86731 members 
Mstep: Class 19 contains 67212 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2916 members 
Mstep: Class 28 contains 82606 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 46035 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89813 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 125 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85635 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299404.000000 Penalty: 44283.800781
Iteration 353Q: 72 clusters Score -5.32994e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81270 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 83197 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2589 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81966 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68318 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79211 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 86834 members 
Mstep: Class 19 contains 67086 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 82487 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 45863 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90556 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 124 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85409 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299420.000000 Penalty: 44283.800781
Iteration 354Q: 72 clusters Score -5.329942e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81195 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 83158 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81966 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68248 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79201 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4081 members 
Mstep: Class 18 contains 86988 members 
Mstep: Class 19 contains 66962 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3001 members 
Mstep: Class 28 contains 82365 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 45656 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91228 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 124 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85164 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299520.000000 Penalty: 44283.800781
Iteration 355Q: 72 clusters Score -5.329952e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81102 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 83149 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81962 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68187 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79200 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4087 members 
Mstep: Class 18 contains 87185 members 
Mstep: Class 19 contains 66843 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3039 members 
Mstep: Class 28 contains 82269 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 45441 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91831 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 124 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84922 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299520.000000 Penalty: 44283.800781
Iteration 356Q: 72 clusters Score -5.329952e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80989 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 5 contains 83159 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81938 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68134 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79218 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4097 members 
Mstep: Class 18 contains 87327 members 
Mstep: Class 19 contains 66729 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3073 members 
Mstep: Class 28 contains 82189 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 45229 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92421 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 124 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84705 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299952.000000 Penalty: 44283.800781
Iteration 357Q: 72 clusters Score -5.329995e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80893 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 4961 members 
Mstep: Class 5 contains 83164 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2585 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81908 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68054 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79270 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 87415 members 
Mstep: Class 19 contains 66617 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3810 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3104 members 
Mstep: Class 28 contains 82136 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 45051 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93055 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84415 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299924.000000 Penalty: 44283.800781
Iteration 358Q: 72 clusters Score -5.329992e+07 nChanged 3613
Entering ConstructFrom: 
Score: -53299924.000000 Penalty: 44283.800781
Entering ConstructFrom: 
Trying to split cluster 1 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5371.824219 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -5371.824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5183.052246 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -5183.052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5214.096680 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -5214.097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5225.762695 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -5225.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5231.408691 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -5231.409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5231.640137 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -5231.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5231.640137 Penalty: 404.281281
	Iteration 5F: 3 clusters Score -5231.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Entering Unmasked Estep 
Score: -4996031.000000 Penalty: 514.140076
	Iteration 0F: 2 clusters Score -4996031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4941660.500000 Penalty: 1028.280151
	Iteration 0F: 3 clusters Score -4941660 nChanged 39348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4965741.000000 Penalty: 1028.280151
	Iteration 1F: 3 clusters Score -4965741 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4967553.500000 Penalty: 1028.280151
	Iteration 2F: 3 clusters Score -4967554 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -4970252.000000 Penalty: 1028.280151
	Iteration 3F: 3 clusters Score -4970252 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4974167.500000 Penalty: 1028.280151
	Iteration 4F: 3 clusters Score -4974168 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -4978512.500000 Penalty: 1028.280151
	Iteration 5F: 3 clusters Score -4978512 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4982290.500000 Penalty: 1028.280151
	Iteration 6F: 3 clusters Score -4982290 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4984609.000000 Penalty: 1028.280151
	Iteration 7Q: 3 clusters Score -4984609 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4986026.000000 Penalty: 1028.280151
	Iteration 8Q: 3 clusters Score -4986026 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4987232.500000 Penalty: 1028.280151
	Iteration 9Q: 3 clusters Score -4987232 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -4988419.500000 Penalty: 1028.280151
	Iteration 10Q: 3 clusters Score -4988420 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4989578.000000 Penalty: 1028.280151
	Iteration 11Q: 3 clusters Score -4989578 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4990738.000000 Penalty: 1028.280151
	Iteration 12Q: 3 clusters Score -4990738 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4991850.500000 Penalty: 1028.280151
	Iteration 13Q: 3 clusters Score -4991850 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4992900.000000 Penalty: 1028.280151
	Iteration 14Q: 3 clusters Score -4992900 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4993743.500000 Penalty: 1028.280151
	Iteration 15Q: 3 clusters Score -4993744 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4994443.500000 Penalty: 1028.280151
	Iteration 16Q: 3 clusters Score -4994444 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4994900.000000 Penalty: 1028.280151
	Iteration 17Q: 3 clusters Score -4994900 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4995179.000000 Penalty: 1028.280151
	Iteration 18Q: 3 clusters Score -4995179 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4995338.000000 Penalty: 1028.280151
	Iteration 19Q: 3 clusters Score -4995338 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4995439.000000 Penalty: 1028.280151
	Iteration 20F: 3 clusters Score -4995439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4995517.500000 Penalty: 1028.280151
	Iteration 21Q: 3 clusters Score -4995518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4995535.500000 Penalty: 1028.280151
	Iteration 22Q: 3 clusters Score -4995536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4995553.000000 Penalty: 1028.280151
	Iteration 23Q: 3 clusters Score -4995553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4995564.500000 Penalty: 1028.280151
	Iteration 24Q: 3 clusters Score -4995564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4995571.500000 Penalty: 1028.280151
	Iteration 25Q: 3 clusters Score -4995572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4995574.000000 Penalty: 1028.280151
	Iteration 26Q: 3 clusters Score -4995574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4995577.000000 Penalty: 1028.280151
	Iteration 27Q: 3 clusters Score -4995577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4995578.500000 Penalty: 1028.280151
	Iteration 28Q: 3 clusters Score -4995578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4995578.000000 Penalty: 1028.280151
	Iteration 29Q: 3 clusters Score -4995578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4995578.000000 Penalty: 1028.280151
	Iteration 30F: 3 clusters Score -4995578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -174870.593750 Penalty: 358.936279
	Iteration 0F: 2 clusters Score -174870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -173000.109375 Penalty: 717.872559
	Iteration 0F: 3 clusters Score -173000.1 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -173598.984375 Penalty: 717.872559
	Iteration 1F: 3 clusters Score -173599 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -173691.578125 Penalty: 717.872559
	Iteration 2F: 3 clusters Score -173691.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173769.078125 Penalty: 717.872559
	Iteration 3F: 3 clusters Score -173769.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -173854.718750 Penalty: 717.872559
	Iteration 4F: 3 clusters Score -173854.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -173944.000000 Penalty: 717.872559
	Iteration 5Q: 3 clusters Score -173944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174024.328125 Penalty: 717.872559
	Iteration 6Q: 3 clusters Score -174024.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174100.031250 Penalty: 717.872559
	Iteration 7Q: 3 clusters Score -174100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174168.500000 Penalty: 717.872559
	Iteration 8Q: 3 clusters Score -174168.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174209.984375 Penalty: 717.872559
	Iteration 9Q: 3 clusters Score -174210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -174256.609375 Penalty: 717.872559
	Iteration 10Q: 3 clusters Score -174256.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -174302.781250 Penalty: 717.872559
	Iteration 11Q: 3 clusters Score -174302.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -174331.953125 Penalty: 717.872559
	Iteration 12Q: 3 clusters Score -174332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174360.375000 Penalty: 717.872559
	Iteration 13Q: 3 clusters Score -174360.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -174391.406250 Penalty: 717.872559
	Iteration 14Q: 3 clusters Score -174391.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -174419.625000 Penalty: 717.872559
	Iteration 15Q: 3 clusters Score -174419.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -174444.937500 Penalty: 717.872559
	Iteration 16Q: 3 clusters Score -174444.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -174467.859375 Penalty: 717.872559
	Iteration 17Q: 3 clusters Score -174467.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -174486.968750 Penalty: 717.872559
	Iteration 18Q: 3 clusters Score -174487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -174497.921875 Penalty: 717.872559
	Iteration 19Q: 3 clusters Score -174497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -174504.171875 Penalty: 717.872559
	Iteration 20F: 3 clusters Score -174504.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -174516.218750 Penalty: 717.872559
	Iteration 21Q: 3 clusters Score -174516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -174529.906250 Penalty: 717.872559
	Iteration 22Q: 3 clusters Score -174529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -174534.375000 Penalty: 717.872559
	Iteration 23Q: 3 clusters Score -174534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -174536.218750 Penalty: 717.872559
	Iteration 24Q: 3 clusters Score -174536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -174536.671875 Penalty: 717.872559
	Iteration 25Q: 3 clusters Score -174536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -174537.234375 Penalty: 717.872559
	Iteration 26Q: 3 clusters Score -174537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -174538.859375 Penalty: 717.872559
	Iteration 27Q: 3 clusters Score -174538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -174540.875000 Penalty: 717.872559
	Iteration 28Q: 3 clusters Score -174540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -174544.312500 Penalty: 717.872559
	Iteration 29Q: 3 clusters Score -174544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -174545.500000 Penalty: 717.872559
	Iteration 30Q: 3 clusters Score -174545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -174545.906250 Penalty: 717.872559
	Iteration 31Q: 3 clusters Score -174545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -174546.203125 Penalty: 717.872559
	Iteration 32Q: 3 clusters Score -174546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -174546.859375 Penalty: 717.872559
	Iteration 33Q: 3 clusters Score -174546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -174547.828125 Penalty: 717.872559
	Iteration 34Q: 3 clusters Score -174547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -174549.437500 Penalty: 717.872559
	Iteration 35Q: 3 clusters Score -174549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -174552.031250 Penalty: 717.872559
	Iteration 36Q: 3 clusters Score -174552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -174552.625000 Penalty: 717.872559
	Iteration 37Q: 3 clusters Score -174552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -174553.531250 Penalty: 717.872559
	Iteration 38Q: 3 clusters Score -174553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -174554.171875 Penalty: 717.872559
	Iteration 39Q: 3 clusters Score -174554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -174554.125000 Penalty: 717.872559
	Iteration 40F: 3 clusters Score -174554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -307833.656250 Penalty: 387.258484
	Iteration 0F: 2 clusters Score -307833.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -304488.781250 Penalty: 774.516968
	Iteration 0F: 3 clusters Score -304488.8 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -306021.437500 Penalty: 774.516968
	Iteration 1F: 3 clusters Score -306021.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -306369.500000 Penalty: 774.516968
	Iteration 2F: 3 clusters Score -306369.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -306688.343750 Penalty: 774.516968
	Iteration 3F: 3 clusters Score -306688.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -306957.750000 Penalty: 774.516968
	Iteration 4F: 3 clusters Score -306957.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -307169.218750 Penalty: 774.516968
	Iteration 5F: 3 clusters Score -307169.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -307303.468750 Penalty: 774.516968
	Iteration 6Q: 3 clusters Score -307303.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -307349.718750 Penalty: 774.516968
	Iteration 7Q: 3 clusters Score -307349.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -307374.031250 Penalty: 774.516968
	Iteration 8Q: 3 clusters Score -307374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -307395.281250 Penalty: 774.516968
	Iteration 9Q: 3 clusters Score -307395.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -307413.000000 Penalty: 774.516968
	Iteration 10Q: 3 clusters Score -307413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -307431.531250 Penalty: 774.516968
	Iteration 11Q: 3 clusters Score -307431.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -307442.968750 Penalty: 774.516968
	Iteration 12Q: 3 clusters Score -307443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -307450.906250 Penalty: 774.516968
	Iteration 13Q: 3 clusters Score -307450.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -307457.906250 Penalty: 774.516968
	Iteration 14Q: 3 clusters Score -307457.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -307463.875000 Penalty: 774.516968
	Iteration 15Q: 3 clusters Score -307463.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -307472.437500 Penalty: 774.516968
	Iteration 16Q: 3 clusters Score -307472.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -307477.093750 Penalty: 774.516968
	Iteration 17Q: 3 clusters Score -307477.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -307483.218750 Penalty: 774.516968
	Iteration 18Q: 3 clusters Score -307483.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -307489.718750 Penalty: 774.516968
	Iteration 19Q: 3 clusters Score -307489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -307495.281250 Penalty: 774.516968
	Iteration 20F: 3 clusters Score -307495.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -307498.437500 Penalty: 774.516968
	Iteration 21Q: 3 clusters Score -307498.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -307504.687500 Penalty: 774.516968
	Iteration 22Q: 3 clusters Score -307504.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -307510.187500 Penalty: 774.516968
	Iteration 23Q: 3 clusters Score -307510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -307515.593750 Penalty: 774.516968
	Iteration 24Q: 3 clusters Score -307515.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -307520.562500 Penalty: 774.516968
	Iteration 25Q: 3 clusters Score -307520.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -307525.312500 Penalty: 774.516968
	Iteration 26Q: 3 clusters Score -307525.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -307532.093750 Penalty: 774.516968
	Iteration 27Q: 3 clusters Score -307532.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -307536.000000 Penalty: 774.516968
	Iteration 28Q: 3 clusters Score -307536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -307538.843750 Penalty: 774.516968
	Iteration 29Q: 3 clusters Score -307538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -307541.125000 Penalty: 774.516968
	Iteration 30Q: 3 clusters Score -307541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -307543.843750 Penalty: 774.516968
	Iteration 31Q: 3 clusters Score -307543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -307546.250000 Penalty: 774.516968
	Iteration 32Q: 3 clusters Score -307546.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -307550.218750 Penalty: 774.516968
	Iteration 33Q: 3 clusters Score -307550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -307553.406250 Penalty: 774.516968
	Iteration 34Q: 3 clusters Score -307553.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -307556.187500 Penalty: 774.516968
	Iteration 35Q: 3 clusters Score -307556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -307557.843750 Penalty: 774.516968
	Iteration 36Q: 3 clusters Score -307557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -307560.593750 Penalty: 774.516968
	Iteration 37Q: 3 clusters Score -307560.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -307562.656250 Penalty: 774.516968
	Iteration 38Q: 3 clusters Score -307562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -307563.968750 Penalty: 774.516968
	Iteration 39Q: 3 clusters Score -307564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -307566.125000 Penalty: 774.516968
	Iteration 40F: 3 clusters Score -307566.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -307567.937500 Penalty: 774.516968
	Iteration 41Q: 3 clusters Score -307567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -307569.687500 Penalty: 774.516968
	Iteration 42Q: 3 clusters Score -307569.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -307570.625000 Penalty: 774.516968
	Iteration 43Q: 3 clusters Score -307570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -307570.500000 Penalty: 774.516968
	Iteration 44Q: 3 clusters Score -307570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -307571.000000 Penalty: 774.516968
	Iteration 45Q: 3 clusters Score -307571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -307571.000000 Penalty: 774.516968
	Iteration 46F: 3 clusters Score -307571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Entering Unmasked Estep 
Score: -5191099.000000 Penalty: 515.435181
	Iteration 0F: 2 clusters Score -5191099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -5135330.500000 Penalty: 1030.870361
	Iteration 0F: 3 clusters Score -5135330 nChanged 40609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5159450.500000 Penalty: 1030.870361
	Iteration 1F: 3 clusters Score -5159450 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5160004.500000 Penalty: 1030.870361
	Iteration 2Q: 3 clusters Score -5160004 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5160849.500000 Penalty: 1030.870361
	Iteration 3Q: 3 clusters Score -5160850 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5162467.500000 Penalty: 1030.870361
	Iteration 4Q: 3 clusters Score -5162468 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -5165410.000000 Penalty: 1030.870361
	Iteration 5F: 3 clusters Score -5165410 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -5169949.000000 Penalty: 1030.870361
	Iteration 6F: 3 clusters Score -5169949 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -5175237.500000 Penalty: 1030.870361
	Iteration 7F: 3 clusters Score -5175238 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -5179617.500000 Penalty: 1030.870361
	Iteration 8F: 3 clusters Score -5179618 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -5181969.500000 Penalty: 1030.870361
	Iteration 9Q: 3 clusters Score -5181970 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -5182932.000000 Penalty: 1030.870361
	Iteration 10Q: 3 clusters Score -5182932 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -5183334.500000 Penalty: 1030.870361
	Iteration 11Q: 3 clusters Score -5183334 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -5183536.000000 Penalty: 1030.870361
	Iteration 12Q: 3 clusters Score -5183536 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -5183717.000000 Penalty: 1030.870361
	Iteration 13Q: 3 clusters Score -5183717 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -5183895.500000 Penalty: 1030.870361
	Iteration 14Q: 3 clusters Score -5183896 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -5184037.000000 Penalty: 1030.870361
	Iteration 15Q: 3 clusters Score -5184037 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -5184172.000000 Penalty: 1030.870361
	Iteration 16Q: 3 clusters Score -5184172 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -5184301.500000 Penalty: 1030.870361
	Iteration 17Q: 3 clusters Score -5184302 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
Score: -5184385.000000 Penalty: 1030.870361
	Iteration 18Q: 3 clusters Score -5184385 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -5184514.500000 Penalty: 1030.870361
	Iteration 19Q: 3 clusters Score -5184514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -5184706.500000 Penalty: 1030.870361
	Iteration 20F: 3 clusters Score -5184706 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -5184862.500000 Penalty: 1030.870361
	Iteration 21Q: 3 clusters Score -5184862 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -5184983.500000 Penalty: 1030.870361
	Iteration 22Q: 3 clusters Score -5184984 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5185104 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5185216 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5185305 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -5185428.500000 Penalty: 1030.870361
	Iteration 26Q: 3 clusters Score -5185428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5185561 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5185710 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -5185826.000000 Penalty: 1030.870361
	Iteration 29Q: 3 clusters Score -5185826 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -5185955.500000 Penalty: 1030.870361
	Iteration 30Q: 3 clusters Score -5185956 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -5186128.500000 Penalty: 1030.870361
	Iteration 31Q: 3 clusters Score -5186128 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -5186288.500000 Penalty: 1030.870361
	Iteration 32Q: 3 clusters Score -5186288 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -5186474.500000 Penalty: 1030.870361
	Iteration 33Q: 3 clusters Score -5186474 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5186776 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -5187101.500000 Penalty: 1030.870361
	Iteration 35Q: 3 clusters Score -5187102 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -5187369.000000 Penalty: 1030.870361
	Iteration 36Q: 3 clusters Score -5187369 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
Score: -5187662.500000 Penalty: 1030.870361
	Iteration 37Q: 3 clusters Score -5187662 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -5187935.000000 Penalty: 1030.870361
	Iteration 38Q: 3 clusters Score -5187935 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -5188221.000000 Penalty: 1030.870361
	Iteration 39Q: 3 clusters Score -5188221 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -5188486.500000 Penalty: 1030.870361
	Iteration 40F: 3 clusters Score -5188486 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -5188776.500000 Penalty: 1030.870361
	Iteration 41Q: 3 clusters Score -5188776 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5189093 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -5189342.000000 Penalty: 1030.870361
	Iteration 43Q: 3 clusters Score -5189342 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -5189533.000000 Penalty: 1030.870361
	Iteration 44Q: 3 clusters Score -5189533 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -5189757.000000 Penalty: 1030.870361
	Iteration 45Q: 3 clusters Score -5189757 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -5189922.500000 Penalty: 1030.870361
	Iteration 46Q: 3 clusters Score -5189922 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5190064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5190184 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -5190264.000000 Penalty: 1030.870361
	Iteration 49Q: 3 clusters Score -5190264 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -5190332.500000 Penalty: 1030.870361
	Iteration 50Q: 3 clusters Score -5190332 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5190389 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -5190454.500000 Penalty: 1030.870361
	Iteration 52Q: 3 clusters Score -5190454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5190492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -5190513.500000 Penalty: 1030.870361
	Iteration 54Q: 3 clusters Score -5190514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5190554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -5190582.000000 Penalty: 1030.870361
	Iteration 56Q: 3 clusters Score -5190582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -5190597.000000 Penalty: 1030.870361
	Iteration 57Q: 3 clusters Score -5190597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -5190599.000000 Penalty: 1030.870361
	Iteration 58Q: 3 clusters Score -5190599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -5190616.000000 Penalty: 1030.870361
	Iteration 59Q: 3 clusters Score -5190616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -5190627.500000 Penalty: 1030.870361
	Iteration 60F: 3 clusters Score -5190628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -5190632.000000 Penalty: 1030.870361
	Iteration 61Q: 3 clusters Score -5190632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -5190644.000000 Penalty: 1030.870361
	Iteration 62Q: 3 clusters Score -5190644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5190644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -5190651.500000 Penalty: 1030.870361
	Iteration 64Q: 3 clusters Score -5190652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -5190653.000000 Penalty: 1030.870361
	Iteration 65Q: 3 clusters Score -5190653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -5190654.000000 Penalty: 1030.870361
	Iteration 66Q: 3 clusters Score -5190654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5190655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5190657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5190658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -5190656.000000 Penalty: 1030.870361
	Iteration 70Q: 3 clusters Score -5190656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5190654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -5190657.000000 Penalty: 1030.870361
	Iteration 72Q: 3 clusters Score -5190657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -5190649.500000 Penalty: 1030.870361
	Iteration 73Q: 3 clusters Score -5190650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -5190643.500000 Penalty: 1030.870361
	Iteration 74Q: 3 clusters Score -5190644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -5190646.500000 Penalty: 1030.870361
	Iteration 75Q: 3 clusters Score -5190646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -5190651.500000 Penalty: 1030.870361
	Iteration 76Q: 3 clusters Score -5190652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -5190652.500000 Penalty: 1030.870361
	Iteration 77Q: 3 clusters Score -5190652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -5190645.000000 Penalty: 1030.870361
	Iteration 78Q: 3 clusters Score -5190645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -5190644.000000 Penalty: 1030.870361
	Iteration 79Q: 3 clusters Score -5190644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -5190642.500000 Penalty: 1030.870361
	Iteration 80F: 3 clusters Score -5190642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5190643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -5190644.500000 Penalty: 1030.870361
	Iteration 82Q: 3 clusters Score -5190644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -5190638.500000 Penalty: 1030.870361
	Iteration 83Q: 3 clusters Score -5190638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -5190640.500000 Penalty: 1030.870361
	Iteration 84Q: 3 clusters Score -5190640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -5190642.500000 Penalty: 1030.870361
	Iteration 85Q: 3 clusters Score -5190642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -5190645.000000 Penalty: 1030.870361
	Iteration 86Q: 3 clusters Score -5190645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -5190647.500000 Penalty: 1030.870361
	Iteration 87Q: 3 clusters Score -5190648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -5190647.000000 Penalty: 1030.870361
	Iteration 88Q: 3 clusters Score -5190647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -5190643.000000 Penalty: 1030.870361
	Iteration 89Q: 3 clusters Score -5190643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -5190643.500000 Penalty: 1030.870361
	Iteration 90Q: 3 clusters Score -5190644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -5190638.500000 Penalty: 1030.870361
	Iteration 91Q: 3 clusters Score -5190638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5190644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -5190649.000000 Penalty: 1030.870361
	Iteration 93Q: 3 clusters Score -5190649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -5190659.000000 Penalty: 1030.870361
	Iteration 94Q: 3 clusters Score -5190659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -5190667.500000 Penalty: 1030.870361
	Iteration 95Q: 3 clusters Score -5190668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -5190672.500000 Penalty: 1030.870361
	Iteration 96Q: 3 clusters Score -5190672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5190672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -5190665.000000 Penalty: 1030.870361
	Iteration 98Q: 3 clusters Score -5190665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5190667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -5190669.500000 Penalty: 1030.870361
	Iteration 100F: 3 clusters Score -5190670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -5190669.500000 Penalty: 1030.870361
	Iteration 101Q: 3 clusters Score -5190670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -5190668.500000 Penalty: 1030.870361
	Iteration 102Q: 3 clusters Score -5190668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -5190675.500000 Penalty: 1030.870361
	Iteration 103Q: 3 clusters Score -5190676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -5190677.500000 Penalty: 1030.870361
	Iteration 104Q: 3 clusters Score -5190678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5190678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -5190679.000000 Penalty: 1030.870361
	Iteration 106Q: 3 clusters Score -5190679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5190679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -5190683.500000 Penalty: 1030.870361
	Iteration 108Q: 3 clusters Score -5190684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -5190680.000000 Penalty: 1030.870361
	Iteration 109Q: 3 clusters Score -5190680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -5190683.500000 Penalty: 1030.870361
	Iteration 110Q: 3 clusters Score -5190684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -5190688.500000 Penalty: 1030.870361
	Iteration 111Q: 3 clusters Score -5190688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -5190682.500000 Penalty: 1030.870361
	Iteration 112Q: 3 clusters Score -5190682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -5190685.500000 Penalty: 1030.870361
	Iteration 113Q: 3 clusters Score -5190686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -5190691.500000 Penalty: 1030.870361
	Iteration 114Q: 3 clusters Score -5190692 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -5190686.500000 Penalty: 1030.870361
	Iteration 115Q: 3 clusters Score -5190686 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -5190686.500000 Penalty: 1030.870361
	Iteration 116F: 3 clusters Score -5190686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -30545.794922 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -30545.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30060.382812 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -30060.38 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30243.396484 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -30243.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30342.181641 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -30342.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30404.052734 Penalty: 569.273254
	Iteration 3F: 3 clusters Score -30404.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30421.546875 Penalty: 569.273254
	Iteration 4Q: 3 clusters Score -30421.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30430.099609 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -30430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30433.845703 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -30433.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30435.513672 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -30435.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30436.929688 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -30436.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30436.929688 Penalty: 569.273254
	Iteration 9F: 3 clusters Score -30436.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -156787.718750 Penalty: 357.391998
	Iteration 0F: 2 clusters Score -156787.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -154936.468750 Penalty: 714.783997
	Iteration 0F: 3 clusters Score -154936.5 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -155565.859375 Penalty: 714.783997
	Iteration 1F: 3 clusters Score -155565.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -155639.140625 Penalty: 714.783997
	Iteration 2F: 3 clusters Score -155639.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -155702.187500 Penalty: 714.783997
	Iteration 3Q: 3 clusters Score -155702.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -155765.953125 Penalty: 714.783997
	Iteration 4Q: 3 clusters Score -155766 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -155847.531250 Penalty: 714.783997
	Iteration 5F: 3 clusters Score -155847.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -155945.578125 Penalty: 714.783997
	Iteration 6F: 3 clusters Score -155945.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -156048.171875 Penalty: 714.783997
	Iteration 7Q: 3 clusters Score -156048.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -156143.968750 Penalty: 714.783997
	Iteration 8Q: 3 clusters Score -156144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -156225.546875 Penalty: 714.783997
	Iteration 9Q: 3 clusters Score -156225.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -156286.406250 Penalty: 714.783997
	Iteration 10Q: 3 clusters Score -156286.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -156332.453125 Penalty: 714.783997
	Iteration 11Q: 3 clusters Score -156332.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -156353.953125 Penalty: 714.783997
	Iteration 12Q: 3 clusters Score -156354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -156368.671875 Penalty: 714.783997
	Iteration 13Q: 3 clusters Score -156368.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -156377.781250 Penalty: 714.783997
	Iteration 14Q: 3 clusters Score -156377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -156386.578125 Penalty: 714.783997
	Iteration 15Q: 3 clusters Score -156386.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -156391.343750 Penalty: 714.783997
	Iteration 16Q: 3 clusters Score -156391.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -156397.203125 Penalty: 714.783997
	Iteration 17Q: 3 clusters Score -156397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -156409.250000 Penalty: 714.783997
	Iteration 18Q: 3 clusters Score -156409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -156422.171875 Penalty: 714.783997
	Iteration 19Q: 3 clusters Score -156422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -156430.312500 Penalty: 714.783997
	Iteration 20F: 3 clusters Score -156430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -156436.687500 Penalty: 714.783997
	Iteration 21Q: 3 clusters Score -156436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -156437.671875 Penalty: 714.783997
	Iteration 22Q: 3 clusters Score -156437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -156440.531250 Penalty: 714.783997
	Iteration 23Q: 3 clusters Score -156440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -156442.875000 Penalty: 714.783997
	Iteration 24Q: 3 clusters Score -156442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -156447.000000 Penalty: 714.783997
	Iteration 25Q: 3 clusters Score -156447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -156448.515625 Penalty: 714.783997
	Iteration 26Q: 3 clusters Score -156448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -156449.234375 Penalty: 714.783997
	Iteration 27Q: 3 clusters Score -156449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -156450.687500 Penalty: 714.783997
	Iteration 28Q: 3 clusters Score -156450.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -156450.687500 Penalty: 714.783997
	Iteration 29F: 3 clusters Score -156450.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 88 members 
Entering Unmasked Estep 
Score: -9762.588867 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9762.589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9902.953125 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9902.953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9985.881836 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9985.882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10039.176758 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -10039.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10049.058594 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10049.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10057.027344 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10057.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10067.348633 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10067.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10067.348633 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10067.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 44 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 128 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299540.000000 Penalty: 44907.519531
Splitting cluster 8 changes total score from -53299924.000000 to -53299540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (81903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Entering Unmasked Estep 
Score: -5108699.000000 Penalty: 514.754700
	Iteration 0F: 2 clusters Score -5108699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -5053705.000000 Penalty: 1029.509399
	Iteration 0F: 3 clusters Score -5053705 nChanged 40028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5077075.000000 Penalty: 1029.509399
	Iteration 1F: 3 clusters Score -5077075 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5077823.000000 Penalty: 1029.509399
	Iteration 2Q: 3 clusters Score -5077823 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -5078978.000000 Penalty: 1029.509399
	Iteration 3Q: 3 clusters Score -5078978 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5080941.000000 Penalty: 1029.509399
	Iteration 4Q: 3 clusters Score -5080941 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5084008.000000 Penalty: 1029.509399
	Iteration 5F: 3 clusters Score -5084008 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5088423.000000 Penalty: 1029.509399
	Iteration 6F: 3 clusters Score -5088423 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5093160.000000 Penalty: 1029.509399
	Iteration 7F: 3 clusters Score -5093160 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -5096846.000000 Penalty: 1029.509399
	Iteration 8F: 3 clusters Score -5096846 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -5099319.500000 Penalty: 1029.509399
	Iteration 9Q: 3 clusters Score -5099320 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -5101075.000000 Penalty: 1029.509399
	Iteration 10Q: 3 clusters Score -5101075 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5102547.500000 Penalty: 1029.509399
	Iteration 11Q: 3 clusters Score -5102548 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5104131.500000 Penalty: 1029.509399
	Iteration 12Q: 3 clusters Score -5104132 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5105439.000000 Penalty: 1029.509399
	Iteration 13Q: 3 clusters Score -5105439 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5106352.500000 Penalty: 1029.509399
	Iteration 14Q: 3 clusters Score -5106352 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5107024.000000 Penalty: 1029.509399
	Iteration 15Q: 3 clusters Score -5107024 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5107506.500000 Penalty: 1029.509399
	Iteration 16Q: 3 clusters Score -5107506 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5107852.000000 Penalty: 1029.509399
	Iteration 17Q: 3 clusters Score -5107852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5108012.000000 Penalty: 1029.509399
	Iteration 18Q: 3 clusters Score -5108012 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5108119.500000 Penalty: 1029.509399
	Iteration 19Q: 3 clusters Score -5108120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5108159.000000 Penalty: 1029.509399
	Iteration 20F: 3 clusters Score -5108159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5108182.500000 Penalty: 1029.509399
	Iteration 21Q: 3 clusters Score -5108182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5108215.000000 Penalty: 1029.509399
	Iteration 22Q: 3 clusters Score -5108215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5108249.500000 Penalty: 1029.509399
	Iteration 23Q: 3 clusters Score -5108250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5108255.500000 Penalty: 1029.509399
	Iteration 24Q: 3 clusters Score -5108256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5108262.000000 Penalty: 1029.509399
	Iteration 25Q: 3 clusters Score -5108262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5108263.500000 Penalty: 1029.509399
	Iteration 26Q: 3 clusters Score -5108264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5108263.500000 Penalty: 1029.509399
	Iteration 27F: 3 clusters Score -5108264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37554.296875 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37554.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37843.050781 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37843.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38014.664062 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -38014.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38127.253906 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -38127.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38181.472656 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -38181.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38232.781250 Penalty: 586.126160
	Iteration 5F: 3 clusters Score -38232.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38271.683594 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38271.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38298.804688 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38313.117188 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38313.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38320.800781 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38320.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38326.761719 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38326.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38332.742188 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38332.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38337.714844 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38337.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38338.621094 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38338.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38338.621094 Penalty: 586.126160
	Iteration 14F: 3 clusters Score -38338.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 223 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299740.000000 Penalty: 44907.519531
Splitting cluster 10 changes total score from -53299924.000000 to -53299740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18222.013672 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18222.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18301.792969 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18301.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18332.166016 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18332.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18359.570312 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18359.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18390.648438 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -18390.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18400.181641 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18400.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18405.814453 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18405.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18409.240234 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18409.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18412.482422 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18412.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18413.890625 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18413.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18415.748047 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18415.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18420.537109 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18420.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18424.263672 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18424.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18426.964844 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -18426.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18426.964844 Penalty: 517.822693
	Iteration 14F: 3 clusters Score -18426.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Entering Unmasked Estep 
Score: -4175204.750000 Penalty: 506.273071
	Iteration 0F: 2 clusters Score -4175205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4129337.500000 Penalty: 1012.546143
	Iteration 0F: 3 clusters Score -4129338 nChanged 33208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4150902.250000 Penalty: 1012.546143
	Iteration 1F: 3 clusters Score -4150902 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4153507.750000 Penalty: 1012.546143
	Iteration 2F: 3 clusters Score -4153508 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4157256.250000 Penalty: 1012.546143
	Iteration 3F: 3 clusters Score -4157256 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4161100.000000 Penalty: 1012.546143
	Iteration 4F: 3 clusters Score -4161100 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -4163557.250000 Penalty: 1012.546143
	Iteration 5F: 3 clusters Score -4163557 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4164525.500000 Penalty: 1012.546143
	Iteration 6Q: 3 clusters Score -4164526 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -4164863.000000 Penalty: 1012.546143
	Iteration 7Q: 3 clusters Score -4164863 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -4165102.750000 Penalty: 1012.546143
	Iteration 8Q: 3 clusters Score -4165103 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -4165362.750000 Penalty: 1012.546143
	Iteration 9Q: 3 clusters Score -4165363 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -4165643.500000 Penalty: 1012.546143
	Iteration 10Q: 3 clusters Score -4165644 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4165909.250000 Penalty: 1012.546143
	Iteration 11Q: 3 clusters Score -4165909 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -4166203.250000 Penalty: 1012.546143
	Iteration 12Q: 3 clusters Score -4166203 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -4166539.000000 Penalty: 1012.546143
	Iteration 13Q: 3 clusters Score -4166539 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -4166873.750000 Penalty: 1012.546143
	Iteration 14Q: 3 clusters Score -4166874 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -4167189.500000 Penalty: 1012.546143
	Iteration 15Q: 3 clusters Score -4167190 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -4167564.000000 Penalty: 1012.546143
	Iteration 16Q: 3 clusters Score -4167564 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -4167968.000000 Penalty: 1012.546143
	Iteration 17Q: 3 clusters Score -4167968 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -4168425.000000 Penalty: 1012.546143
	Iteration 18Q: 3 clusters Score -4168425 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -4168845.500000 Penalty: 1012.546143
	Iteration 19Q: 3 clusters Score -4168846 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -4169273.000000 Penalty: 1012.546143
	Iteration 20F: 3 clusters Score -4169273 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -4169690.250000 Penalty: 1012.546143
	Iteration 21Q: 3 clusters Score -4169690 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -4170127.750000 Penalty: 1012.546143
	Iteration 22Q: 3 clusters Score -4170128 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -4170501.750000 Penalty: 1012.546143
	Iteration 23Q: 3 clusters Score -4170502 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -4170887.000000 Penalty: 1012.546143
	Iteration 24Q: 3 clusters Score -4170887 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -4171219.750000 Penalty: 1012.546143
	Iteration 25Q: 3 clusters Score -4171220 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -4171570.750000 Penalty: 1012.546143
	Iteration 26Q: 3 clusters Score -4171571 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -4171845.000000 Penalty: 1012.546143
	Iteration 27Q: 3 clusters Score -4171845 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -4172128.250000 Penalty: 1012.546143
	Iteration 28Q: 3 clusters Score -4172128 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -4172395.000000 Penalty: 1012.546143
	Iteration 29Q: 3 clusters Score -4172395 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -4172692.000000 Penalty: 1012.546143
	Iteration 30Q: 3 clusters Score -4172692 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -4172958.000000 Penalty: 1012.546143
	Iteration 31Q: 3 clusters Score -4172958 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -4173185.250000 Penalty: 1012.546143
	Iteration 32Q: 3 clusters Score -4173185 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -4173423.250000 Penalty: 1012.546143
	Iteration 33Q: 3 clusters Score -4173423 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -4173606.000000 Penalty: 1012.546143
	Iteration 34Q: 3 clusters Score -4173606 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -4173760.000000 Penalty: 1012.546143
	Iteration 35Q: 3 clusters Score -4173760 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -4173901.250000 Penalty: 1012.546143
	Iteration 36Q: 3 clusters Score -4173901 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -4174054.000000 Penalty: 1012.546143
	Iteration 37Q: 3 clusters Score -4174054 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -4174176.000000 Penalty: 1012.546143
	Iteration 38Q: 3 clusters Score -4174176 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -4174278.250000 Penalty: 1012.546143
	Iteration 39Q: 3 clusters Score -4174278 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -4174363.500000 Penalty: 1012.546143
	Iteration 40F: 3 clusters Score -4174364 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -4174463.750000 Penalty: 1012.546143
	Iteration 41Q: 3 clusters Score -4174464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -4174531.750000 Penalty: 1012.546143
	Iteration 42Q: 3 clusters Score -4174532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -4174584.500000 Penalty: 1012.546143
	Iteration 43Q: 3 clusters Score -4174584 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -4174624.250000 Penalty: 1012.546143
	Iteration 44Q: 3 clusters Score -4174624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -4174678.000000 Penalty: 1012.546143
	Iteration 45Q: 3 clusters Score -4174678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -4174723.250000 Penalty: 1012.546143
	Iteration 46Q: 3 clusters Score -4174723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -4174747.500000 Penalty: 1012.546143
	Iteration 47Q: 3 clusters Score -4174748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -4174765.500000 Penalty: 1012.546143
	Iteration 48Q: 3 clusters Score -4174766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -4174776.750000 Penalty: 1012.546143
	Iteration 49Q: 3 clusters Score -4174777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -4174779.750000 Penalty: 1012.546143
	Iteration 50Q: 3 clusters Score -4174780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -4174780.250000 Penalty: 1012.546143
	Iteration 51Q: 3 clusters Score -4174780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -4174790.000000 Penalty: 1012.546143
	Iteration 52Q: 3 clusters Score -4174790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -4174791.000000 Penalty: 1012.546143
	Iteration 53Q: 3 clusters Score -4174791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -4174796.500000 Penalty: 1012.546143
	Iteration 54Q: 3 clusters Score -4174796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -4174801.500000 Penalty: 1012.546143
	Iteration 55Q: 3 clusters Score -4174802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -4174814.500000 Penalty: 1012.546143
	Iteration 56Q: 3 clusters Score -4174814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -4174821.750000 Penalty: 1012.546143
	Iteration 57Q: 3 clusters Score -4174822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -4174833.750000 Penalty: 1012.546143
	Iteration 58Q: 3 clusters Score -4174834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -4174835.250000 Penalty: 1012.546143
	Iteration 59Q: 3 clusters Score -4174835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -4174838.250000 Penalty: 1012.546143
	Iteration 60F: 3 clusters Score -4174838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -4174838.500000 Penalty: 1012.546143
	Iteration 61Q: 3 clusters Score -4174838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -4174840.750000 Penalty: 1012.546143
	Iteration 62Q: 3 clusters Score -4174841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -4174844.000000 Penalty: 1012.546143
	Iteration 63Q: 3 clusters Score -4174844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -4174843.500000 Penalty: 1012.546143
	Iteration 64Q: 3 clusters Score -4174844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -4174843.500000 Penalty: 1012.546143
	Iteration 65Q: 3 clusters Score -4174844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -4174843.500000 Penalty: 1012.546143
	Iteration 66Q: 3 clusters Score -4174844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -4174846.750000 Penalty: 1012.546143
	Iteration 67Q: 3 clusters Score -4174847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -4174849.750000 Penalty: 1012.546143
	Iteration 68Q: 3 clusters Score -4174850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -4174849.000000 Penalty: 1012.546143
	Iteration 69Q: 3 clusters Score -4174849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -4174848.750000 Penalty: 1012.546143
	Iteration 70Q: 3 clusters Score -4174849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -4174847.750000 Penalty: 1012.546143
	Iteration 71Q: 3 clusters Score -4174848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -4174849.500000 Penalty: 1012.546143
	Iteration 72Q: 3 clusters Score -4174850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -4174849.500000 Penalty: 1012.546143
	Iteration 73Q: 3 clusters Score -4174850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -4174849.500000 Penalty: 1012.546143
	Iteration 74F: 3 clusters Score -4174850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -185361.718750 Penalty: 364.153015
	Iteration 0F: 2 clusters Score -185361.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -183277.343750 Penalty: 728.306030
	Iteration 0F: 3 clusters Score -183277.3 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -184151.984375 Penalty: 728.306030
	Iteration 1F: 3 clusters Score -184152 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -184402.593750 Penalty: 728.306030
	Iteration 2F: 3 clusters Score -184402.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -184683.421875 Penalty: 728.306030
	Iteration 3F: 3 clusters Score -184683.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -184919.984375 Penalty: 728.306030
	Iteration 4F: 3 clusters Score -184920 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -185094.765625 Penalty: 728.306030
	Iteration 5F: 3 clusters Score -185094.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -185185.156250 Penalty: 728.306030
	Iteration 6Q: 3 clusters Score -185185.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -185219.718750 Penalty: 728.306030
	Iteration 7Q: 3 clusters Score -185219.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -185235.140625 Penalty: 728.306030
	Iteration 8Q: 3 clusters Score -185235.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -185242.968750 Penalty: 728.306030
	Iteration 9Q: 3 clusters Score -185243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -185251.390625 Penalty: 728.306030
	Iteration 10Q: 3 clusters Score -185251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -185259.375000 Penalty: 728.306030
	Iteration 11Q: 3 clusters Score -185259.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -185264.390625 Penalty: 728.306030
	Iteration 12Q: 3 clusters Score -185264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -185266.968750 Penalty: 728.306030
	Iteration 13Q: 3 clusters Score -185267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -185268.765625 Penalty: 728.306030
	Iteration 14Q: 3 clusters Score -185268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -185269.234375 Penalty: 728.306030
	Iteration 15Q: 3 clusters Score -185269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -185270.421875 Penalty: 728.306030
	Iteration 16Q: 3 clusters Score -185270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -185271.250000 Penalty: 728.306030
	Iteration 17Q: 3 clusters Score -185271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -185271.781250 Penalty: 728.306030
	Iteration 18Q: 3 clusters Score -185271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -185272.062500 Penalty: 728.306030
	Iteration 19Q: 3 clusters Score -185272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -185272.140625 Penalty: 728.306030
	Iteration 20F: 3 clusters Score -185272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -185272.328125 Penalty: 728.306030
	Iteration 21Q: 3 clusters Score -185272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -185272.562500 Penalty: 728.306030
	Iteration 22Q: 3 clusters Score -185272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -185272.656250 Penalty: 728.306030
	Iteration 23Q: 3 clusters Score -185272.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -185272.656250 Penalty: 728.306030
	Iteration 24F: 3 clusters Score -185272.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -82130.648438 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82130.65 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82660.085938 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82660.09 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -82871.023438 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82871.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -83038.921875 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -83038.92 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -83130.257812 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -83130.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -83160.226562 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -83160.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -83169.000000 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -83169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -83173.796875 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -83178.570312 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83178.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -83182.500000 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -83193.867188 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83193.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -83211.218750 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83211.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -83219.835938 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83219.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -83222.742188 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -83222.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -83225.414062 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -83225.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -83225.429688 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -83225.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -83225.429688 Penalty: 651.919128
	Iteration 16F: 3 clusters Score -83225.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 871 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299624.000000 Penalty: 44907.519531
Splitting cluster 14 changes total score from -53299924.000000 to -53299624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (79354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Entering Unmasked Estep 
Score: -4976387.000000 Penalty: 513.316162
	Iteration 0F: 2 clusters Score -4976387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4923145.500000 Penalty: 1026.632324
	Iteration 0F: 3 clusters Score -4923146 nChanged 38847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4946671.000000 Penalty: 1026.632324
	Iteration 1F: 3 clusters Score -4946671 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4948659.000000 Penalty: 1026.632324
	Iteration 2F: 3 clusters Score -4948659 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4952287.500000 Penalty: 1026.632324
	Iteration 3F: 3 clusters Score -4952288 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4958460.000000 Penalty: 1026.632324
	Iteration 4F: 3 clusters Score -4958460 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4966114.500000 Penalty: 1026.632324
	Iteration 5F: 3 clusters Score -4966114 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4972122.000000 Penalty: 1026.632324
	Iteration 6F: 3 clusters Score -4972122 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4974807.500000 Penalty: 1026.632324
	Iteration 7Q: 3 clusters Score -4974808 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4975639.000000 Penalty: 1026.632324
	Iteration 8Q: 3 clusters Score -4975639 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4975906.000000 Penalty: 1026.632324
	Iteration 9Q: 3 clusters Score -4975906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4975989.000000 Penalty: 1026.632324
	Iteration 10Q: 3 clusters Score -4975989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4976010.500000 Penalty: 1026.632324
	Iteration 11Q: 3 clusters Score -4976010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4976004.000000 Penalty: 1026.632324
	Iteration 12Q: 3 clusters Score -4976004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4976018.000000 Penalty: 1026.632324
	Iteration 13Q: 3 clusters Score -4976018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4976020.500000 Penalty: 1026.632324
	Iteration 14Q: 3 clusters Score -4976020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4976021.000000 Penalty: 1026.632324
	Iteration 15Q: 3 clusters Score -4976021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4976025.500000 Penalty: 1026.632324
	Iteration 16Q: 3 clusters Score -4976026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4976026.500000 Penalty: 1026.632324
	Iteration 17Q: 3 clusters Score -4976026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4976028.000000 Penalty: 1026.632324
	Iteration 18Q: 3 clusters Score -4976028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4976033.500000 Penalty: 1026.632324
	Iteration 19Q: 3 clusters Score -4976034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4976031.500000 Penalty: 1026.632324
	Iteration 20F: 3 clusters Score -4976032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4976036.000000 Penalty: 1026.632324
	Iteration 21Q: 3 clusters Score -4976036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4976035.500000 Penalty: 1026.632324
	Iteration 22Q: 3 clusters Score -4976036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4976035.500000 Penalty: 1026.632324
	Iteration 23Q: 3 clusters Score -4976036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4976041.500000 Penalty: 1026.632324
	Iteration 24Q: 3 clusters Score -4976042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4976038.500000 Penalty: 1026.632324
	Iteration 25Q: 3 clusters Score -4976038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4976038.000000 Penalty: 1026.632324
	Iteration 26Q: 3 clusters Score -4976038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4976036.000000 Penalty: 1026.632324
	Iteration 27Q: 3 clusters Score -4976036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4976038.000000 Penalty: 1026.632324
	Iteration 28Q: 3 clusters Score -4976038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4976039.000000 Penalty: 1026.632324
	Iteration 29Q: 3 clusters Score -4976039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4976039.500000 Penalty: 1026.632324
	Iteration 30Q: 3 clusters Score -4976040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4976039.500000 Penalty: 1026.632324
	Iteration 31F: 3 clusters Score -4976040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10360.985352 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -10360.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10093.733398 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -10093.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10232.382812 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -10232.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10262.056641 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -10262.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10271.537109 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -10271.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10278.219727 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -10278.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10285.398438 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -10285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10288.071289 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -10288.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10288.849609 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -10288.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10289.818359 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -10289.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10290.345703 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -10290.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10290.345703 Penalty: 492.052612
	Iteration 10F: 3 clusters Score -10290.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -248453.140625 Penalty: 378.702087
	Iteration 0F: 2 clusters Score -248453.1 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 2016 members 
Entering Unmasked Estep 
Score: -245703.421875 Penalty: 757.404175
	Iteration 0F: 3 clusters Score -245703.4 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -246786.921875 Penalty: 757.404175
	Iteration 1F: 3 clusters Score -246786.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -246907.687500 Penalty: 757.404175
	Iteration 2F: 3 clusters Score -246907.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -247037.937500 Penalty: 757.404175
	Iteration 3F: 3 clusters Score -247037.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -247173.796875 Penalty: 757.404175
	Iteration 4F: 3 clusters Score -247173.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -247303.796875 Penalty: 757.404175
	Iteration 5F: 3 clusters Score -247303.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -247427.562500 Penalty: 757.404175
	Iteration 6Q: 3 clusters Score -247427.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -247557.406250 Penalty: 757.404175
	Iteration 7Q: 3 clusters Score -247557.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -247682.312500 Penalty: 757.404175
	Iteration 8Q: 3 clusters Score -247682.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -247788.671875 Penalty: 757.404175
	Iteration 9Q: 3 clusters Score -247788.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -247883.593750 Penalty: 757.404175
	Iteration 10Q: 3 clusters Score -247883.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -247976.625000 Penalty: 757.404175
	Iteration 11Q: 3 clusters Score -247976.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -248054.328125 Penalty: 757.404175
	Iteration 12Q: 3 clusters Score -248054.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -248105.593750 Penalty: 757.404175
	Iteration 13Q: 3 clusters Score -248105.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -248146.265625 Penalty: 757.404175
	Iteration 14Q: 3 clusters Score -248146.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -248163.453125 Penalty: 757.404175
	Iteration 15Q: 3 clusters Score -248163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -248169.406250 Penalty: 757.404175
	Iteration 16Q: 3 clusters Score -248169.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -248173.875000 Penalty: 757.404175
	Iteration 17Q: 3 clusters Score -248173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -248179.468750 Penalty: 757.404175
	Iteration 18Q: 3 clusters Score -248179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -248181.687500 Penalty: 757.404175
	Iteration 19Q: 3 clusters Score -248181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -248183.546875 Penalty: 757.404175
	Iteration 20F: 3 clusters Score -248183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -248184.546875 Penalty: 757.404175
	Iteration 21Q: 3 clusters Score -248184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -248184.828125 Penalty: 757.404175
	Iteration 22Q: 3 clusters Score -248184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -248185.625000 Penalty: 757.404175
	Iteration 23Q: 3 clusters Score -248185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -248185.625000 Penalty: 757.404175
	Iteration 24F: 3 clusters Score -248185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Entering Unmasked Estep 
Score: -5434601.500000 Penalty: 517.765015
	Iteration 0F: 2 clusters Score -5434602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5376922.000000 Penalty: 1035.530029
	Iteration 0F: 3 clusters Score -5376922 nChanged 42557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -5404404.000000 Penalty: 1035.530029
	Iteration 1F: 3 clusters Score -5404404 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -5407361.500000 Penalty: 1035.530029
	Iteration 2F: 3 clusters Score -5407362 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -5412258.500000 Penalty: 1035.530029
	Iteration 3F: 3 clusters Score -5412258 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -5417856.000000 Penalty: 1035.530029
	Iteration 4F: 3 clusters Score -5417856 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -5421553.500000 Penalty: 1035.530029
	Iteration 5F: 3 clusters Score -5421554 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -5423131.000000 Penalty: 1035.530029
	Iteration 6Q: 3 clusters Score -5423131 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -5423987.000000 Penalty: 1035.530029
	Iteration 7Q: 3 clusters Score -5423987 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -5424829.000000 Penalty: 1035.530029
	Iteration 8Q: 3 clusters Score -5424829 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -5425737.000000 Penalty: 1035.530029
	Iteration 9Q: 3 clusters Score -5425737 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -5426713.500000 Penalty: 1035.530029
	Iteration 10Q: 3 clusters Score -5426714 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -5427701.500000 Penalty: 1035.530029
	Iteration 11Q: 3 clusters Score -5427702 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -5428564.000000 Penalty: 1035.530029
	Iteration 12Q: 3 clusters Score -5428564 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -5429425.000000 Penalty: 1035.530029
	Iteration 13Q: 3 clusters Score -5429425 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -5430206.000000 Penalty: 1035.530029
	Iteration 14Q: 3 clusters Score -5430206 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -5430908.000000 Penalty: 1035.530029
	Iteration 15Q: 3 clusters Score -5430908 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -5431502.500000 Penalty: 1035.530029
	Iteration 16Q: 3 clusters Score -5431502 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -5431979.000000 Penalty: 1035.530029
	Iteration 17Q: 3 clusters Score -5431979 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -5432342.000000 Penalty: 1035.530029
	Iteration 18Q: 3 clusters Score -5432342 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -5432642.000000 Penalty: 1035.530029
	Iteration 19Q: 3 clusters Score -5432642 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -5432905.000000 Penalty: 1035.530029
	Iteration 20F: 3 clusters Score -5432905 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -5433131.500000 Penalty: 1035.530029
	Iteration 21Q: 3 clusters Score -5433132 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -5433291.500000 Penalty: 1035.530029
	Iteration 22Q: 3 clusters Score -5433292 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -5433460.000000 Penalty: 1035.530029
	Iteration 23Q: 3 clusters Score -5433460 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -5433604.000000 Penalty: 1035.530029
	Iteration 24Q: 3 clusters Score -5433604 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -5433698.500000 Penalty: 1035.530029
	Iteration 25Q: 3 clusters Score -5433698 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -5433789.500000 Penalty: 1035.530029
	Iteration 26Q: 3 clusters Score -5433790 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -5433878.500000 Penalty: 1035.530029
	Iteration 27Q: 3 clusters Score -5433878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -5433967.000000 Penalty: 1035.530029
	Iteration 28Q: 3 clusters Score -5433967 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -5434021.000000 Penalty: 1035.530029
	Iteration 29Q: 3 clusters Score -5434021 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -5434055.500000 Penalty: 1035.530029
	Iteration 30Q: 3 clusters Score -5434056 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -5434111.500000 Penalty: 1035.530029
	Iteration 31Q: 3 clusters Score -5434112 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -5434132.000000 Penalty: 1035.530029
	Iteration 32Q: 3 clusters Score -5434132 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -5434176.000000 Penalty: 1035.530029
	Iteration 33Q: 3 clusters Score -5434176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -5434231.000000 Penalty: 1035.530029
	Iteration 34Q: 3 clusters Score -5434231 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -5434256.500000 Penalty: 1035.530029
	Iteration 35Q: 3 clusters Score -5434256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -5434261.000000 Penalty: 1035.530029
	Iteration 36Q: 3 clusters Score -5434261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -5434282.000000 Penalty: 1035.530029
	Iteration 37Q: 3 clusters Score -5434282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -5434299.000000 Penalty: 1035.530029
	Iteration 38Q: 3 clusters Score -5434299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -5434312.500000 Penalty: 1035.530029
	Iteration 39Q: 3 clusters Score -5434312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -5434323.500000 Penalty: 1035.530029
	Iteration 40F: 3 clusters Score -5434324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -5434325.500000 Penalty: 1035.530029
	Iteration 41Q: 3 clusters Score -5434326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -5434325.000000 Penalty: 1035.530029
	Iteration 42Q: 3 clusters Score -5434325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -5434336.000000 Penalty: 1035.530029
	Iteration 43Q: 3 clusters Score -5434336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -5434352.500000 Penalty: 1035.530029
	Iteration 44Q: 3 clusters Score -5434352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -5434352.000000 Penalty: 1035.530029
	Iteration 45Q: 3 clusters Score -5434352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -5434342.000000 Penalty: 1035.530029
	Iteration 46Q: 3 clusters Score -5434342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -5434343.000000 Penalty: 1035.530029
	Iteration 47Q: 3 clusters Score -5434343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -5434343.500000 Penalty: 1035.530029
	Iteration 48Q: 3 clusters Score -5434344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -5434340.500000 Penalty: 1035.530029
	Iteration 49Q: 3 clusters Score -5434340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -5434345.000000 Penalty: 1035.530029
	Iteration 50Q: 3 clusters Score -5434345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -5434343.500000 Penalty: 1035.530029
	Iteration 51Q: 3 clusters Score -5434344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -5434342.500000 Penalty: 1035.530029
	Iteration 52Q: 3 clusters Score -5434342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -5434339.500000 Penalty: 1035.530029
	Iteration 53Q: 3 clusters Score -5434340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -5434341.000000 Penalty: 1035.530029
	Iteration 54Q: 3 clusters Score -5434341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -5434342.000000 Penalty: 1035.530029
	Iteration 55Q: 3 clusters Score -5434342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -5434333.500000 Penalty: 1035.530029
	Iteration 56Q: 3 clusters Score -5434334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -5434344.500000 Penalty: 1035.530029
	Iteration 57Q: 3 clusters Score -5434344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -5434341.500000 Penalty: 1035.530029
	Iteration 58Q: 3 clusters Score -5434342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -5434342.500000 Penalty: 1035.530029
	Iteration 59Q: 3 clusters Score -5434342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -5434341.500000 Penalty: 1035.530029
	Iteration 60F: 3 clusters Score -5434342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -5434345.000000 Penalty: 1035.530029
	Iteration 61Q: 3 clusters Score -5434345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -5434348.000000 Penalty: 1035.530029
	Iteration 62Q: 3 clusters Score -5434348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -5434348.000000 Penalty: 1035.530029
	Iteration 63F: 3 clusters Score -5434348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Entering Unmasked Estep 
Score: -4072018.000000 Penalty: 505.254364
	Iteration 0F: 2 clusters Score -4072018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4027186.750000 Penalty: 1010.508728
	Iteration 0F: 3 clusters Score -4027187 nChanged 32441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4048352.000000 Penalty: 1010.508728
	Iteration 1F: 3 clusters Score -4048352 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -4050672.500000 Penalty: 1010.508728
	Iteration 2F: 3 clusters Score -4050672 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -4054067.250000 Penalty: 1010.508728
	Iteration 3F: 3 clusters Score -4054067 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -4058636.000000 Penalty: 1010.508728
	Iteration 4F: 3 clusters Score -4058636 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -4063273.500000 Penalty: 1010.508728
	Iteration 5F: 3 clusters Score -4063274 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -4066446.500000 Penalty: 1010.508728
	Iteration 6Q: 3 clusters Score -4066446 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -4067733.250000 Penalty: 1010.508728
	Iteration 7Q: 3 clusters Score -4067733 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -4068288.500000 Penalty: 1010.508728
	Iteration 8Q: 3 clusters Score -4068288 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -4068641.500000 Penalty: 1010.508728
	Iteration 9Q: 3 clusters Score -4068642 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -4068921.000000 Penalty: 1010.508728
	Iteration 10Q: 3 clusters Score -4068921 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -4069208.500000 Penalty: 1010.508728
	Iteration 11Q: 3 clusters Score -4069208 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -4069429.500000 Penalty: 1010.508728
	Iteration 12Q: 3 clusters Score -4069430 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -4069628.500000 Penalty: 1010.508728
	Iteration 13Q: 3 clusters Score -4069628 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -4069815.500000 Penalty: 1010.508728
	Iteration 14Q: 3 clusters Score -4069816 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -4070025.250000 Penalty: 1010.508728
	Iteration 15Q: 3 clusters Score -4070025 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -4070192.250000 Penalty: 1010.508728
	Iteration 16Q: 3 clusters Score -4070192 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -4070348.000000 Penalty: 1010.508728
	Iteration 17Q: 3 clusters Score -4070348 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -4070517.500000 Penalty: 1010.508728
	Iteration 18Q: 3 clusters Score -4070518 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -4070658.750000 Penalty: 1010.508728
	Iteration 19Q: 3 clusters Score -4070659 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -4070821.000000 Penalty: 1010.508728
	Iteration 20F: 3 clusters Score -4070821 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -4070931.750000 Penalty: 1010.508728
	Iteration 21Q: 3 clusters Score -4070932 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -4071034.250000 Penalty: 1010.508728
	Iteration 22Q: 3 clusters Score -4071034 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -4071132.500000 Penalty: 1010.508728
	Iteration 23Q: 3 clusters Score -4071132 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -4071230.000000 Penalty: 1010.508728
	Iteration 24Q: 3 clusters Score -4071230 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -4071304.250000 Penalty: 1010.508728
	Iteration 25Q: 3 clusters Score -4071304 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -4071364.000000 Penalty: 1010.508728
	Iteration 26Q: 3 clusters Score -4071364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -4071412.750000 Penalty: 1010.508728
	Iteration 27Q: 3 clusters Score -4071413 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -4071462.250000 Penalty: 1010.508728
	Iteration 28Q: 3 clusters Score -4071462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -4071500.000000 Penalty: 1010.508728
	Iteration 29Q: 3 clusters Score -4071500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -4071518.250000 Penalty: 1010.508728
	Iteration 30Q: 3 clusters Score -4071518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -4071530.250000 Penalty: 1010.508728
	Iteration 31Q: 3 clusters Score -4071530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -4071548.750000 Penalty: 1010.508728
	Iteration 32Q: 3 clusters Score -4071549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -4071577.500000 Penalty: 1010.508728
	Iteration 33Q: 3 clusters Score -4071578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -4071595.250000 Penalty: 1010.508728
	Iteration 34Q: 3 clusters Score -4071595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -4071610.250000 Penalty: 1010.508728
	Iteration 35Q: 3 clusters Score -4071610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -4071620.000000 Penalty: 1010.508728
	Iteration 36Q: 3 clusters Score -4071620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -4071629.250000 Penalty: 1010.508728
	Iteration 37Q: 3 clusters Score -4071629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -4071630.000000 Penalty: 1010.508728
	Iteration 38Q: 3 clusters Score -4071630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -4071640.000000 Penalty: 1010.508728
	Iteration 39Q: 3 clusters Score -4071640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 66009 members 
Entering Unmasked Estep 
Score: -4071640.250000 Penalty: 1010.508728
	Iteration 40F: 3 clusters Score -4071640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -4071646.250000 Penalty: 1010.508728
	Iteration 41Q: 3 clusters Score -4071646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -4071656.250000 Penalty: 1010.508728
	Iteration 42Q: 3 clusters Score -4071656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -4071657.250000 Penalty: 1010.508728
	Iteration 43Q: 3 clusters Score -4071657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -4071661.250000 Penalty: 1010.508728
	Iteration 44Q: 3 clusters Score -4071661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -4071662.000000 Penalty: 1010.508728
	Iteration 45Q: 3 clusters Score -4071662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -4071659.750000 Penalty: 1010.508728
	Iteration 46Q: 3 clusters Score -4071660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -4071670.500000 Penalty: 1010.508728
	Iteration 47Q: 3 clusters Score -4071670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -4071671.500000 Penalty: 1010.508728
	Iteration 48Q: 3 clusters Score -4071672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -4071670.750000 Penalty: 1010.508728
	Iteration 49Q: 3 clusters Score -4071671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -4071670.750000 Penalty: 1010.508728
	Iteration 50F: 3 clusters Score -4071671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 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 69 members 
Entering Unmasked Estep 
Score: -7494.352539 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7494.353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7548.742676 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7548.743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7570.688965 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7570.689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7574.127930 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7574.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7582.895996 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7582.896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7591.133301 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7591.133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7594.438477 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7594.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7602.055176 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7602.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7603.296387 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -7603.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7610.295410 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -7610.295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7616.348633 Penalty: 444.334991
	Iteration 10Q: 3 clusters Score -7616.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7616.348633 Penalty: 444.334991
	Iteration 11F: 3 clusters Score -7616.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13152.187500 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -13152.19 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 115 members 
Entering Unmasked Estep 
Score: -12885.874023 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12885.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13022.463867 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -13022.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13075.092773 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -13075.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13097.921875 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -13097.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13114.083008 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -13114.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13135.553711 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -13135.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13146.740234 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -13146.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13146.740234 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -13146.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10360.393555 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10360.39 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 152 members 
Entering Unmasked Estep 
Score: -10020.694336 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -10020.69 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10150.997070 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -10151 nChanged 25
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: -10175.052734 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -10175.05 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: -10195.004883 Penalty: 525.484192
	Iteration 3Q: 3 clusters Score -10195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10220.333008 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -10220.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10246.083984 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -10246.08 nChanged 9
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: -10266.150391 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -10266.15 nChanged 6
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: -10279.654297 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -10279.65 nChanged 2
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: -10280.808594 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -10280.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10282.279297 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -10282.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10286.126953 Penalty: 525.484192
	Iteration 10F: 3 clusters Score -10286.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10294.544922 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -10294.54 nChanged 1
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: -10296.238281 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -10296.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10296.418945 Penalty: 525.484192
	Iteration 13Q: 3 clusters Score -10296.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10296.418945 Penalty: 525.484192
	Iteration 14F: 3 clusters Score -10296.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -240817.062500 Penalty: 375.009460
	Iteration 0F: 2 clusters Score -240817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -238219.109375 Penalty: 750.018921
	Iteration 0F: 3 clusters Score -238219.1 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -239258.156250 Penalty: 750.018921
	Iteration 1F: 3 clusters Score -239258.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -239454.390625 Penalty: 750.018921
	Iteration 2F: 3 clusters Score -239454.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -239687.781250 Penalty: 750.018921
	Iteration 3F: 3 clusters Score -239687.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -239908.234375 Penalty: 750.018921
	Iteration 4F: 3 clusters Score -239908.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240049.906250 Penalty: 750.018921
	Iteration 5Q: 3 clusters Score -240049.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -240139.921875 Penalty: 750.018921
	Iteration 6Q: 3 clusters Score -240139.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240203.828125 Penalty: 750.018921
	Iteration 7Q: 3 clusters Score -240203.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -240253.437500 Penalty: 750.018921
	Iteration 8Q: 3 clusters Score -240253.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -240293.593750 Penalty: 750.018921
	Iteration 9Q: 3 clusters Score -240293.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -240322.062500 Penalty: 750.018921
	Iteration 10Q: 3 clusters Score -240322.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -240346.078125 Penalty: 750.018921
	Iteration 11Q: 3 clusters Score -240346.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -240364.468750 Penalty: 750.018921
	Iteration 12Q: 3 clusters Score -240364.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -240378.328125 Penalty: 750.018921
	Iteration 13Q: 3 clusters Score -240378.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -240398.156250 Penalty: 750.018921
	Iteration 14Q: 3 clusters Score -240398.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -240410.437500 Penalty: 750.018921
	Iteration 15Q: 3 clusters Score -240410.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -240421.234375 Penalty: 750.018921
	Iteration 16Q: 3 clusters Score -240421.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -240431.593750 Penalty: 750.018921
	Iteration 17Q: 3 clusters Score -240431.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -240436.812500 Penalty: 750.018921
	Iteration 18Q: 3 clusters Score -240436.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -240439.671875 Penalty: 750.018921
	Iteration 19Q: 3 clusters Score -240439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -240442.109375 Penalty: 750.018921
	Iteration 20F: 3 clusters Score -240442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -240444.453125 Penalty: 750.018921
	Iteration 21Q: 3 clusters Score -240444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -240446.046875 Penalty: 750.018921
	Iteration 22Q: 3 clusters Score -240446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -240447.500000 Penalty: 750.018921
	Iteration 23Q: 3 clusters Score -240447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -240449.562500 Penalty: 750.018921
	Iteration 24Q: 3 clusters Score -240449.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -240452.265625 Penalty: 750.018921
	Iteration 25Q: 3 clusters Score -240452.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -240457.046875 Penalty: 750.018921
	Iteration 26Q: 3 clusters Score -240457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -240459.328125 Penalty: 750.018921
	Iteration 27Q: 3 clusters Score -240459.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -240461.890625 Penalty: 750.018921
	Iteration 28Q: 3 clusters Score -240461.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -240463.234375 Penalty: 750.018921
	Iteration 29Q: 3 clusters Score -240463.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -240465.671875 Penalty: 750.018921
	Iteration 30Q: 3 clusters Score -240465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -240469.031250 Penalty: 750.018921
	Iteration 31Q: 3 clusters Score -240469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -240470.328125 Penalty: 750.018921
	Iteration 32Q: 3 clusters Score -240470.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -240472.031250 Penalty: 750.018921
	Iteration 33Q: 3 clusters Score -240472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -240472.781250 Penalty: 750.018921
	Iteration 34Q: 3 clusters Score -240472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -240474.031250 Penalty: 750.018921
	Iteration 35Q: 3 clusters Score -240474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -240475.296875 Penalty: 750.018921
	Iteration 36Q: 3 clusters Score -240475.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -240476.015625 Penalty: 750.018921
	Iteration 37Q: 3 clusters Score -240476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -240477.468750 Penalty: 750.018921
	Iteration 38Q: 3 clusters Score -240477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -240478.546875 Penalty: 750.018921
	Iteration 39Q: 3 clusters Score -240478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -240480.890625 Penalty: 750.018921
	Iteration 40F: 3 clusters Score -240480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -240481.734375 Penalty: 750.018921
	Iteration 41Q: 3 clusters Score -240481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -240482.406250 Penalty: 750.018921
	Iteration 42Q: 3 clusters Score -240482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -240484.062500 Penalty: 750.018921
	Iteration 43Q: 3 clusters Score -240484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -240486.062500 Penalty: 750.018921
	Iteration 44Q: 3 clusters Score -240486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -240487.609375 Penalty: 750.018921
	Iteration 45Q: 3 clusters Score -240487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -240488.328125 Penalty: 750.018921
	Iteration 46Q: 3 clusters Score -240488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -240488.781250 Penalty: 750.018921
	Iteration 47Q: 3 clusters Score -240488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -240488.828125 Penalty: 750.018921
	Iteration 48Q: 3 clusters Score -240488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -240488.828125 Penalty: 750.018921
	Iteration 49F: 3 clusters Score -240488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4281.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4104.024414 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4104.024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4205.418945 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4205.419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4235.328125 Penalty: 397.619751
	Iteration 2F: 3 clusters Score -4235.328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4247.154785 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4247.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4247.154785 Penalty: 397.619751
	Iteration 4F: 3 clusters Score -4247.155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 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 474 members 
Entering Unmasked Estep 
Score: -60237.265625 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60237.27 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60601.671875 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60601.67 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -60738.074219 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60738.07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60858.375000 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60858.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60930.621094 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -60930.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -60982.433594 Penalty: 627.599182
	Iteration 5F: 3 clusters Score -60982.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -61012.132812 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -61012.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61035.039062 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -61035.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -61056.097656 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -61056.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -61068.035156 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61068.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -61074.964844 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -61074.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -61079.855469 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -61079.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -61084.175781 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -61084.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -61093.460938 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -61093.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61101.593750 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -61101.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61102.886719 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -61102.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61104.074219 Penalty: 627.599182
	Iteration 16Q: 3 clusters Score -61104.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -61105.375000 Penalty: 627.599182
	Iteration 17Q: 3 clusters Score -61105.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -61105.375000 Penalty: 627.599182
	Iteration 18F: 3 clusters Score -61105.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 151 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 838 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299668.000000 Penalty: 44907.519531
Splitting cluster 25 changes total score from -53299924.000000 to -53299668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 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 119 members 
Entering Unmasked Estep 
Score: -12468.394531 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12468.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12553.600586 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12553.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12582.838867 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12582.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12601.567383 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12601.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12610.135742 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12610.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12617.275391 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12617.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12625.220703 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12625.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12627.235352 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12627.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12627.235352 Penalty: 501.722015
	Iteration 8F: 3 clusters Score -12627.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -192409.609375 Penalty: 366.336029
	Iteration 0F: 2 clusters Score -192409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -190223.234375 Penalty: 732.672058
	Iteration 0F: 3 clusters Score -190223.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -191195.859375 Penalty: 732.672058
	Iteration 1F: 3 clusters Score -191195.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -191558.062500 Penalty: 732.672058
	Iteration 2F: 3 clusters Score -191558.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -191903.843750 Penalty: 732.672058
	Iteration 3F: 3 clusters Score -191903.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192158.968750 Penalty: 732.672058
	Iteration 4F: 3 clusters Score -192159 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192341.375000 Penalty: 732.672058
	Iteration 5F: 3 clusters Score -192341.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -192453.546875 Penalty: 732.672058
	Iteration 6Q: 3 clusters Score -192453.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -192487.000000 Penalty: 732.672058
	Iteration 7Q: 3 clusters Score -192487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192491.218750 Penalty: 732.672058
	Iteration 8Q: 3 clusters Score -192491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192492.593750 Penalty: 732.672058
	Iteration 9Q: 3 clusters Score -192492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -192493.125000 Penalty: 732.672058
	Iteration 10Q: 3 clusters Score -192493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -192493.250000 Penalty: 732.672058
	Iteration 11Q: 3 clusters Score -192493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -192493.250000 Penalty: 732.672058
	Iteration 12F: 3 clusters Score -192493.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 650 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299752.000000 Penalty: 44907.519531
Splitting cluster 27 changes total score from -53299924.000000 to -53299752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (82088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Entering Unmasked Estep 
Score: -5108854.500000 Penalty: 514.857361
	Iteration 0F: 2 clusters Score -5108854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -5053686.500000 Penalty: 1029.714722
	Iteration 0F: 3 clusters Score -5053686 nChanged 40102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5078945.500000 Penalty: 1029.714722
	Iteration 1F: 3 clusters Score -5078946 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5081104.500000 Penalty: 1029.714722
	Iteration 2F: 3 clusters Score -5081104 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -5084721.000000 Penalty: 1029.714722
	Iteration 3F: 3 clusters Score -5084721 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -5089981.500000 Penalty: 1029.714722
	Iteration 4F: 3 clusters Score -5089982 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -5094630.000000 Penalty: 1029.714722
	Iteration 5F: 3 clusters Score -5094630 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -5096834.500000 Penalty: 1029.714722
	Iteration 6Q: 3 clusters Score -5096834 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -5097816.000000 Penalty: 1029.714722
	Iteration 7Q: 3 clusters Score -5097816 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -5098717.000000 Penalty: 1029.714722
	Iteration 8Q: 3 clusters Score -5098717 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -5099621.500000 Penalty: 1029.714722
	Iteration 9Q: 3 clusters Score -5099622 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -5100606.500000 Penalty: 1029.714722
	Iteration 10Q: 3 clusters Score -5100606 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -5101597.000000 Penalty: 1029.714722
	Iteration 11Q: 3 clusters Score -5101597 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -5102532.000000 Penalty: 1029.714722
	Iteration 12Q: 3 clusters Score -5102532 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -5103352.000000 Penalty: 1029.714722
	Iteration 13Q: 3 clusters Score -5103352 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -5103949.000000 Penalty: 1029.714722
	Iteration 14Q: 3 clusters Score -5103949 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -5104425.500000 Penalty: 1029.714722
	Iteration 15Q: 3 clusters Score -5104426 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -5104811.000000 Penalty: 1029.714722
	Iteration 16Q: 3 clusters Score -5104811 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -5105039.000000 Penalty: 1029.714722
	Iteration 17Q: 3 clusters Score -5105039 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -5105226.500000 Penalty: 1029.714722
	Iteration 18Q: 3 clusters Score -5105226 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -5105404.000000 Penalty: 1029.714722
	Iteration 19Q: 3 clusters Score -5105404 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -5105479.000000 Penalty: 1029.714722
	Iteration 20F: 3 clusters Score -5105479 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -5105591.500000 Penalty: 1029.714722
	Iteration 21Q: 3 clusters Score -5105592 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -5105664.500000 Penalty: 1029.714722
	Iteration 22Q: 3 clusters Score -5105664 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -5105748.500000 Penalty: 1029.714722
	Iteration 23Q: 3 clusters Score -5105748 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -5105806.500000 Penalty: 1029.714722
	Iteration 24Q: 3 clusters Score -5105806 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -5105875.000000 Penalty: 1029.714722
	Iteration 25Q: 3 clusters Score -5105875 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -5105920.500000 Penalty: 1029.714722
	Iteration 26Q: 3 clusters Score -5105920 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -5105962.000000 Penalty: 1029.714722
	Iteration 27Q: 3 clusters Score -5105962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -5105972.000000 Penalty: 1029.714722
	Iteration 28Q: 3 clusters Score -5105972 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -5106045.500000 Penalty: 1029.714722
	Iteration 29Q: 3 clusters Score -5106046 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -5106098.000000 Penalty: 1029.714722
	Iteration 30Q: 3 clusters Score -5106098 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -5106133.500000 Penalty: 1029.714722
	Iteration 31Q: 3 clusters Score -5106134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -5106172.000000 Penalty: 1029.714722
	Iteration 32Q: 3 clusters Score -5106172 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -5106205.500000 Penalty: 1029.714722
	Iteration 33Q: 3 clusters Score -5106206 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -5106244.500000 Penalty: 1029.714722
	Iteration 34Q: 3 clusters Score -5106244 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -5106295.000000 Penalty: 1029.714722
	Iteration 35Q: 3 clusters Score -5106295 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -5106347.500000 Penalty: 1029.714722
	Iteration 36Q: 3 clusters Score -5106348 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -5106351.000000 Penalty: 1029.714722
	Iteration 37Q: 3 clusters Score -5106351 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -5106407.500000 Penalty: 1029.714722
	Iteration 38Q: 3 clusters Score -5106408 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -5106460.000000 Penalty: 1029.714722
	Iteration 39Q: 3 clusters Score -5106460 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -5106479.000000 Penalty: 1029.714722
	Iteration 40F: 3 clusters Score -5106479 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -5106539.000000 Penalty: 1029.714722
	Iteration 41Q: 3 clusters Score -5106539 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -5106599.000000 Penalty: 1029.714722
	Iteration 42Q: 3 clusters Score -5106599 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -5106648.000000 Penalty: 1029.714722
	Iteration 43Q: 3 clusters Score -5106648 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -5106699.500000 Penalty: 1029.714722
	Iteration 44Q: 3 clusters Score -5106700 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -5106764.500000 Penalty: 1029.714722
	Iteration 45Q: 3 clusters Score -5106764 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -5106838.000000 Penalty: 1029.714722
	Iteration 46Q: 3 clusters Score -5106838 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -5106958.000000 Penalty: 1029.714722
	Iteration 47Q: 3 clusters Score -5106958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -5107013.500000 Penalty: 1029.714722
	Iteration 48Q: 3 clusters Score -5107014 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -5107093.000000 Penalty: 1029.714722
	Iteration 49Q: 3 clusters Score -5107093 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -5107165.000000 Penalty: 1029.714722
	Iteration 50Q: 3 clusters Score -5107165 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -5107204.000000 Penalty: 1029.714722
	Iteration 51Q: 3 clusters Score -5107204 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -5107260.000000 Penalty: 1029.714722
	Iteration 52Q: 3 clusters Score -5107260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -5107305.500000 Penalty: 1029.714722
	Iteration 53Q: 3 clusters Score -5107306 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -5107370.500000 Penalty: 1029.714722
	Iteration 54Q: 3 clusters Score -5107370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -5107404.500000 Penalty: 1029.714722
	Iteration 55Q: 3 clusters Score -5107404 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -5107443.500000 Penalty: 1029.714722
	Iteration 56Q: 3 clusters Score -5107444 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -5107493.000000 Penalty: 1029.714722
	Iteration 57Q: 3 clusters Score -5107493 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -5107556.000000 Penalty: 1029.714722
	Iteration 58Q: 3 clusters Score -5107556 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -5107630.000000 Penalty: 1029.714722
	Iteration 59Q: 3 clusters Score -5107630 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -5107695.000000 Penalty: 1029.714722
	Iteration 60F: 3 clusters Score -5107695 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -5107718.000000 Penalty: 1029.714722
	Iteration 61Q: 3 clusters Score -5107718 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -5107774.500000 Penalty: 1029.714722
	Iteration 62Q: 3 clusters Score -5107774 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -5107835.000000 Penalty: 1029.714722
	Iteration 63Q: 3 clusters Score -5107835 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -5107878.000000 Penalty: 1029.714722
	Iteration 64Q: 3 clusters Score -5107878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -5107954.500000 Penalty: 1029.714722
	Iteration 65Q: 3 clusters Score -5107954 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -5108022.000000 Penalty: 1029.714722
	Iteration 66Q: 3 clusters Score -5108022 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -5108075.000000 Penalty: 1029.714722
	Iteration 67Q: 3 clusters Score -5108075 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -5108131.000000 Penalty: 1029.714722
	Iteration 68Q: 3 clusters Score -5108131 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -5108169.000000 Penalty: 1029.714722
	Iteration 69Q: 3 clusters Score -5108169 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -5108185.000000 Penalty: 1029.714722
	Iteration 70Q: 3 clusters Score -5108185 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -5108232.500000 Penalty: 1029.714722
	Iteration 71Q: 3 clusters Score -5108232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -5108257.500000 Penalty: 1029.714722
	Iteration 72Q: 3 clusters Score -5108258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -5108302.500000 Penalty: 1029.714722
	Iteration 73Q: 3 clusters Score -5108302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -5108331.000000 Penalty: 1029.714722
	Iteration 74Q: 3 clusters Score -5108331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -5108364.000000 Penalty: 1029.714722
	Iteration 75Q: 3 clusters Score -5108364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -5108378.000000 Penalty: 1029.714722
	Iteration 76Q: 3 clusters Score -5108378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -5108395.500000 Penalty: 1029.714722
	Iteration 77Q: 3 clusters Score -5108396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -5108418.000000 Penalty: 1029.714722
	Iteration 78Q: 3 clusters Score -5108418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -5108438.000000 Penalty: 1029.714722
	Iteration 79Q: 3 clusters Score -5108438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -5108446.500000 Penalty: 1029.714722
	Iteration 80F: 3 clusters Score -5108446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -5108455.500000 Penalty: 1029.714722
	Iteration 81Q: 3 clusters Score -5108456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -5108463.000000 Penalty: 1029.714722
	Iteration 82Q: 3 clusters Score -5108463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -5108471.500000 Penalty: 1029.714722
	Iteration 83Q: 3 clusters Score -5108472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -5108476.500000 Penalty: 1029.714722
	Iteration 84Q: 3 clusters Score -5108476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -5108483.000000 Penalty: 1029.714722
	Iteration 85Q: 3 clusters Score -5108483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -5108486.500000 Penalty: 1029.714722
	Iteration 86Q: 3 clusters Score -5108486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -5108488.500000 Penalty: 1029.714722
	Iteration 87Q: 3 clusters Score -5108488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -5108492.000000 Penalty: 1029.714722
	Iteration 88Q: 3 clusters Score -5108492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -5108500.500000 Penalty: 1029.714722
	Iteration 89Q: 3 clusters Score -5108500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -5108502.000000 Penalty: 1029.714722
	Iteration 90Q: 3 clusters Score -5108502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -5108494.000000 Penalty: 1029.714722
	Iteration 91Q: 3 clusters Score -5108494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 81651 members 
Entering Unmasked Estep 
Score: -5108495.500000 Penalty: 1029.714722
	Iteration 92Q: 3 clusters Score -5108496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -5108498.500000 Penalty: 1029.714722
	Iteration 93Q: 3 clusters Score -5108498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -5108496.500000 Penalty: 1029.714722
	Iteration 94Q: 3 clusters Score -5108496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 81656 members 
Entering Unmasked Estep 
Score: -5108500.000000 Penalty: 1029.714722
	Iteration 95Q: 3 clusters Score -5108500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -5108501.000000 Penalty: 1029.714722
	Iteration 96Q: 3 clusters Score -5108501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -5108495.500000 Penalty: 1029.714722
	Iteration 97Q: 3 clusters Score -5108496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -5108495.000000 Penalty: 1029.714722
	Iteration 98Q: 3 clusters Score -5108495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -5108497.000000 Penalty: 1029.714722
	Iteration 99Q: 3 clusters Score -5108497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81678 members 
Entering Unmasked Estep 
Score: -5108498.500000 Penalty: 1029.714722
	Iteration 100F: 3 clusters Score -5108498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -5108501.500000 Penalty: 1029.714722
	Iteration 101Q: 3 clusters Score -5108502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -5108508.000000 Penalty: 1029.714722
	Iteration 102Q: 3 clusters Score -5108508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -5108503.500000 Penalty: 1029.714722
	Iteration 103Q: 3 clusters Score -5108504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -5108501.000000 Penalty: 1029.714722
	Iteration 104Q: 3 clusters Score -5108501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -5108504.000000 Penalty: 1029.714722
	Iteration 105Q: 3 clusters Score -5108504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -5108503.000000 Penalty: 1029.714722
	Iteration 106Q: 3 clusters Score -5108503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -5108504.000000 Penalty: 1029.714722
	Iteration 107Q: 3 clusters Score -5108504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -5108506.000000 Penalty: 1029.714722
	Iteration 108Q: 3 clusters Score -5108506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -5108506.000000 Penalty: 1029.714722
	Iteration 109F: 3 clusters Score -5108506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 143 members 
Entering Unmasked Estep 
Score: -14631.586914 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14631.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14733.160156 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14733.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14776.905273 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14776.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14805.349609 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14805.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14831.657227 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14831.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14845.843750 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14845.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14855.221680 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14855.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14868.416992 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14868.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14885.447266 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14885.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14909.458008 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14909.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14921.534180 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14921.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14921.837891 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14921.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14921.837891 Penalty: 511.126190
	Iteration 12F: 3 clusters Score -14921.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -32884.246094 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32884.25 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33001.351562 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -33001.35 nChanged 27
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: -33021.796875 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33021.8 nChanged 23
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: -33037.500000 Penalty: 565.892639
	Iteration 3Q: 3 clusters Score -33037.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33064.085938 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33064.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33091.242188 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33091.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33115.031250 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33115.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33137.992188 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -33137.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33159.691406 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -33159.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33168.613281 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -33168.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33174.968750 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -33174.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33180.687500 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -33180.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33181.097656 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -33181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33181.097656 Penalty: 565.892639
	Iteration 13F: 3 clusters Score -33181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -30087.005859 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -30087.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29611.859375 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -29611.86 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29754.017578 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -29754.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29814.769531 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -29814.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29867.619141 Penalty: 560.092102
	Iteration 3F: 3 clusters Score -29867.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29891.666016 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -29891.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29908.183594 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -29908.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29923.365234 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -29923.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29939.900391 Penalty: 560.092102
	Iteration 7Q: 3 clusters Score -29939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29953.347656 Penalty: 560.092102
	Iteration 8Q: 3 clusters Score -29953.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29968.281250 Penalty: 560.092102
	Iteration 9Q: 3 clusters Score -29968.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29970.728516 Penalty: 560.092102
	Iteration 10Q: 3 clusters Score -29970.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29975.998047 Penalty: 560.092102
	Iteration 11Q: 3 clusters Score -29976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29979.943359 Penalty: 560.092102
	Iteration 12Q: 3 clusters Score -29979.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29983.353516 Penalty: 560.092102
	Iteration 13Q: 3 clusters Score -29983.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29984.962891 Penalty: 560.092102
	Iteration 14Q: 3 clusters Score -29984.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29987.880859 Penalty: 560.092102
	Iteration 15Q: 3 clusters Score -29987.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29987.880859 Penalty: 560.092102
	Iteration 16F: 3 clusters Score -29987.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Entering Unmasked Estep 
Score: -2783974.750000 Penalty: 487.370300
	Iteration 0F: 2 clusters Score -2783975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2753868.000000 Penalty: 974.740601
	Iteration 0F: 3 clusters Score -2753868 nChanged 21597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2766539.750000 Penalty: 974.740601
	Iteration 1F: 3 clusters Score -2766540 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2766972.750000 Penalty: 974.740601
	Iteration 2Q: 3 clusters Score -2766973 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2767720.750000 Penalty: 974.740601
	Iteration 3Q: 3 clusters Score -2767721 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2768872.500000 Penalty: 974.740601
	Iteration 4Q: 3 clusters Score -2768872 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2770734.000000 Penalty: 974.740601
	Iteration 5F: 3 clusters Score -2770734 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2773465.750000 Penalty: 974.740601
	Iteration 6F: 3 clusters Score -2773466 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2776264.250000 Penalty: 974.740601
	Iteration 7F: 3 clusters Score -2776264 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2777889.750000 Penalty: 974.740601
	Iteration 8F: 3 clusters Score -2777890 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2778672.000000 Penalty: 974.740601
	Iteration 9Q: 3 clusters Score -2778672 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2779364.500000 Penalty: 974.740601
	Iteration 10Q: 3 clusters Score -2779364 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2780097.750000 Penalty: 974.740601
	Iteration 11Q: 3 clusters Score -2780098 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2780886.500000 Penalty: 974.740601
	Iteration 12Q: 3 clusters Score -2780886 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2781552.500000 Penalty: 974.740601
	Iteration 13Q: 3 clusters Score -2781552 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2782007.250000 Penalty: 974.740601
	Iteration 14Q: 3 clusters Score -2782007 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2782262.250000 Penalty: 974.740601
	Iteration 15Q: 3 clusters Score -2782262 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2782437.500000 Penalty: 974.740601
	Iteration 16Q: 3 clusters Score -2782438 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2782552.750000 Penalty: 974.740601
	Iteration 17Q: 3 clusters Score -2782553 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2782621.500000 Penalty: 974.740601
	Iteration 18Q: 3 clusters Score -2782622 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2782661.500000 Penalty: 974.740601
	Iteration 19Q: 3 clusters Score -2782662 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2782699.500000 Penalty: 974.740601
	Iteration 20F: 3 clusters Score -2782700 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2782718.750000 Penalty: 974.740601
	Iteration 21Q: 3 clusters Score -2782719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2782746.000000 Penalty: 974.740601
	Iteration 22Q: 3 clusters Score -2782746 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2782758.250000 Penalty: 974.740601
	Iteration 23Q: 3 clusters Score -2782758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2782763.500000 Penalty: 974.740601
	Iteration 24Q: 3 clusters Score -2782764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2782776.750000 Penalty: 974.740601
	Iteration 25Q: 3 clusters Score -2782777 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2782786.500000 Penalty: 974.740601
	Iteration 26Q: 3 clusters Score -2782786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2782791.000000 Penalty: 974.740601
	Iteration 27Q: 3 clusters Score -2782791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2782802.000000 Penalty: 974.740601
	Iteration 28Q: 3 clusters Score -2782802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2782801.500000 Penalty: 974.740601
	Iteration 29Q: 3 clusters Score -2782802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2782812.750000 Penalty: 974.740601
	Iteration 30Q: 3 clusters Score -2782813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2782823.250000 Penalty: 974.740601
	Iteration 31Q: 3 clusters Score -2782823 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2782840.250000 Penalty: 974.740601
	Iteration 32Q: 3 clusters Score -2782840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2782851.500000 Penalty: 974.740601
	Iteration 33Q: 3 clusters Score -2782852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2782859.000000 Penalty: 974.740601
	Iteration 34Q: 3 clusters Score -2782859 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2782874.750000 Penalty: 974.740601
	Iteration 35Q: 3 clusters Score -2782875 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2782866.750000 Penalty: 974.740601
	Iteration 36Q: 3 clusters Score -2782867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2782867.750000 Penalty: 974.740601
	Iteration 37Q: 3 clusters Score -2782868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2782874.000000 Penalty: 974.740601
	Iteration 38Q: 3 clusters Score -2782874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2782882.750000 Penalty: 974.740601
	Iteration 39Q: 3 clusters Score -2782883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2782885.000000 Penalty: 974.740601
	Iteration 40F: 3 clusters Score -2782885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2782885.000000 Penalty: 974.740601
	Iteration 41Q: 3 clusters Score -2782885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2782897.000000 Penalty: 974.740601
	Iteration 42Q: 3 clusters Score -2782897 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2782914.250000 Penalty: 974.740601
	Iteration 43Q: 3 clusters Score -2782914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2782916.750000 Penalty: 974.740601
	Iteration 44Q: 3 clusters Score -2782917 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2782920.750000 Penalty: 974.740601
	Iteration 45Q: 3 clusters Score -2782921 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2782926.250000 Penalty: 974.740601
	Iteration 46Q: 3 clusters Score -2782926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2782927.500000 Penalty: 974.740601
	Iteration 47Q: 3 clusters Score -2782928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2782937.750000 Penalty: 974.740601
	Iteration 48Q: 3 clusters Score -2782938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2782946.500000 Penalty: 974.740601
	Iteration 49Q: 3 clusters Score -2782946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2782954.500000 Penalty: 974.740601
	Iteration 50Q: 3 clusters Score -2782954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2782960.750000 Penalty: 974.740601
	Iteration 51Q: 3 clusters Score -2782961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2782962.500000 Penalty: 974.740601
	Iteration 52Q: 3 clusters Score -2782962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2782974.000000 Penalty: 974.740601
	Iteration 53Q: 3 clusters Score -2782974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2782985.750000 Penalty: 974.740601
	Iteration 54Q: 3 clusters Score -2782986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2782989.500000 Penalty: 974.740601
	Iteration 55Q: 3 clusters Score -2782990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2782987.250000 Penalty: 974.740601
	Iteration 56Q: 3 clusters Score -2782987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2783000.250000 Penalty: 974.740601
	Iteration 57Q: 3 clusters Score -2783000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2783001.000000 Penalty: 974.740601
	Iteration 58Q: 3 clusters Score -2783001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2783010.000000 Penalty: 974.740601
	Iteration 59Q: 3 clusters Score -2783010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2783014.000000 Penalty: 974.740601
	Iteration 60F: 3 clusters Score -2783014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2783020.500000 Penalty: 974.740601
	Iteration 61Q: 3 clusters Score -2783020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2783024.750000 Penalty: 974.740601
	Iteration 62Q: 3 clusters Score -2783025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2783030.000000 Penalty: 974.740601
	Iteration 63Q: 3 clusters Score -2783030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2783033.750000 Penalty: 974.740601
	Iteration 64Q: 3 clusters Score -2783034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2783037.000000 Penalty: 974.740601
	Iteration 65Q: 3 clusters Score -2783037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2783036.750000 Penalty: 974.740601
	Iteration 66Q: 3 clusters Score -2783037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2783043.250000 Penalty: 974.740601
	Iteration 67Q: 3 clusters Score -2783043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2783049.500000 Penalty: 974.740601
	Iteration 68Q: 3 clusters Score -2783050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2783058.500000 Penalty: 974.740601
	Iteration 69Q: 3 clusters Score -2783058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2783066.750000 Penalty: 974.740601
	Iteration 70Q: 3 clusters Score -2783067 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2783079.750000 Penalty: 974.740601
	Iteration 71Q: 3 clusters Score -2783080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2783087.750000 Penalty: 974.740601
	Iteration 72Q: 3 clusters Score -2783088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2783098.000000 Penalty: 974.740601
	Iteration 73Q: 3 clusters Score -2783098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2783102.750000 Penalty: 974.740601
	Iteration 74Q: 3 clusters Score -2783103 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2783106.750000 Penalty: 974.740601
	Iteration 75Q: 3 clusters Score -2783107 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2783104.750000 Penalty: 974.740601
	Iteration 76Q: 3 clusters Score -2783105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2783108.500000 Penalty: 974.740601
	Iteration 77Q: 3 clusters Score -2783108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2783122.500000 Penalty: 974.740601
	Iteration 78Q: 3 clusters Score -2783122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2783132.250000 Penalty: 974.740601
	Iteration 79Q: 3 clusters Score -2783132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2783141.500000 Penalty: 974.740601
	Iteration 80F: 3 clusters Score -2783142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2783147.750000 Penalty: 974.740601
	Iteration 81Q: 3 clusters Score -2783148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2783155.000000 Penalty: 974.740601
	Iteration 82Q: 3 clusters Score -2783155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2783166.750000 Penalty: 974.740601
	Iteration 83Q: 3 clusters Score -2783167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2783174.500000 Penalty: 974.740601
	Iteration 84Q: 3 clusters Score -2783174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2783177.000000 Penalty: 974.740601
	Iteration 85Q: 3 clusters Score -2783177 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2783174.750000 Penalty: 974.740601
	Iteration 86Q: 3 clusters Score -2783175 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2783177.500000 Penalty: 974.740601
	Iteration 87Q: 3 clusters Score -2783178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2783184.250000 Penalty: 974.740601
	Iteration 88Q: 3 clusters Score -2783184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2783197.750000 Penalty: 974.740601
	Iteration 89Q: 3 clusters Score -2783198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2783211.250000 Penalty: 974.740601
	Iteration 90Q: 3 clusters Score -2783211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2783209.250000 Penalty: 974.740601
	Iteration 91Q: 3 clusters Score -2783209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2783224.000000 Penalty: 974.740601
	Iteration 92Q: 3 clusters Score -2783224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2783233.750000 Penalty: 974.740601
	Iteration 93Q: 3 clusters Score -2783234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2783228.000000 Penalty: 974.740601
	Iteration 94Q: 3 clusters Score -2783228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2783234.500000 Penalty: 974.740601
	Iteration 95Q: 3 clusters Score -2783234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2783239.500000 Penalty: 974.740601
	Iteration 96Q: 3 clusters Score -2783240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2783250.750000 Penalty: 974.740601
	Iteration 97Q: 3 clusters Score -2783251 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2783266.750000 Penalty: 974.740601
	Iteration 98Q: 3 clusters Score -2783267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2783285.250000 Penalty: 974.740601
	Iteration 99Q: 3 clusters Score -2783285 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2783292.500000 Penalty: 974.740601
	Iteration 100F: 3 clusters Score -2783292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2783301.750000 Penalty: 974.740601
	Iteration 101Q: 3 clusters Score -2783302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2783306.500000 Penalty: 974.740601
	Iteration 102Q: 3 clusters Score -2783306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2783319.000000 Penalty: 974.740601
	Iteration 103Q: 3 clusters Score -2783319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2783333.500000 Penalty: 974.740601
	Iteration 104Q: 3 clusters Score -2783334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2783339.000000 Penalty: 974.740601
	Iteration 105Q: 3 clusters Score -2783339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2783338.500000 Penalty: 974.740601
	Iteration 106Q: 3 clusters Score -2783338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2783342.750000 Penalty: 974.740601
	Iteration 107Q: 3 clusters Score -2783343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2783346.000000 Penalty: 974.740601
	Iteration 108Q: 3 clusters Score -2783346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2783340.250000 Penalty: 974.740601
	Iteration 109Q: 3 clusters Score -2783340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2783342.750000 Penalty: 974.740601
	Iteration 110Q: 3 clusters Score -2783343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2783342.000000 Penalty: 974.740601
	Iteration 111Q: 3 clusters Score -2783342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2783347.750000 Penalty: 974.740601
	Iteration 112Q: 3 clusters Score -2783348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2783343.750000 Penalty: 974.740601
	Iteration 113Q: 3 clusters Score -2783344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2783343.500000 Penalty: 974.740601
	Iteration 114Q: 3 clusters Score -2783344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2783345.250000 Penalty: 974.740601
	Iteration 115Q: 3 clusters Score -2783345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2783349.250000 Penalty: 974.740601
	Iteration 116Q: 3 clusters Score -2783349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2783344.500000 Penalty: 974.740601
	Iteration 117Q: 3 clusters Score -2783344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2783348.000000 Penalty: 974.740601
	Iteration 118Q: 3 clusters Score -2783348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2783351.500000 Penalty: 974.740601
	Iteration 119Q: 3 clusters Score -2783352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2783352.750000 Penalty: 974.740601
	Iteration 120F: 3 clusters Score -2783353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2783355.250000 Penalty: 974.740601
	Iteration 121Q: 3 clusters Score -2783355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2783357.250000 Penalty: 974.740601
	Iteration 122Q: 3 clusters Score -2783357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2783354.500000 Penalty: 974.740601
	Iteration 123Q: 3 clusters Score -2783354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2783350.250000 Penalty: 974.740601
	Iteration 124Q: 3 clusters Score -2783350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2783348.250000 Penalty: 974.740601
	Iteration 125Q: 3 clusters Score -2783348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2783343.750000 Penalty: 974.740601
	Iteration 126Q: 3 clusters Score -2783344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2783348.750000 Penalty: 974.740601
	Iteration 127Q: 3 clusters Score -2783349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2783348.250000 Penalty: 974.740601
	Iteration 128Q: 3 clusters Score -2783348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2783350.750000 Penalty: 974.740601
	Iteration 129Q: 3 clusters Score -2783351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2783355.000000 Penalty: 974.740601
	Iteration 130Q: 3 clusters Score -2783355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2783361.750000 Penalty: 974.740601
	Iteration 131Q: 3 clusters Score -2783362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2783360.250000 Penalty: 974.740601
	Iteration 132Q: 3 clusters Score -2783360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2783368.500000 Penalty: 974.740601
	Iteration 133Q: 3 clusters Score -2783368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2783369.000000 Penalty: 974.740601
	Iteration 134Q: 3 clusters Score -2783369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2783379.000000 Penalty: 974.740601
	Iteration 135Q: 3 clusters Score -2783379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2783379.500000 Penalty: 974.740601
	Iteration 136Q: 3 clusters Score -2783380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2783371.750000 Penalty: 974.740601
	Iteration 137Q: 3 clusters Score -2783372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2783378.250000 Penalty: 974.740601
	Iteration 138Q: 3 clusters Score -2783378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2783375.750000 Penalty: 974.740601
	Iteration 139Q: 3 clusters Score -2783376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2783375.000000 Penalty: 974.740601
	Iteration 140F: 3 clusters Score -2783375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2783381.250000 Penalty: 974.740601
	Iteration 141Q: 3 clusters Score -2783381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2783385.000000 Penalty: 974.740601
	Iteration 142Q: 3 clusters Score -2783385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2783385.000000 Penalty: 974.740601
	Iteration 143Q: 3 clusters Score -2783385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2783387.250000 Penalty: 974.740601
	Iteration 144Q: 3 clusters Score -2783387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2783387.750000 Penalty: 974.740601
	Iteration 145Q: 3 clusters Score -2783388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2783388.000000 Penalty: 974.740601
	Iteration 146Q: 3 clusters Score -2783388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2783387.250000 Penalty: 974.740601
	Iteration 147Q: 3 clusters Score -2783387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2783390.500000 Penalty: 974.740601
	Iteration 148Q: 3 clusters Score -2783390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2783391.500000 Penalty: 974.740601
	Iteration 149Q: 3 clusters Score -2783392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2783389.250000 Penalty: 974.740601
	Iteration 150Q: 3 clusters Score -2783389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2783387.750000 Penalty: 974.740601
	Iteration 151Q: 3 clusters Score -2783388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2783387.500000 Penalty: 974.740601
	Iteration 152Q: 3 clusters Score -2783388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2783388.500000 Penalty: 974.740601
	Iteration 153Q: 3 clusters Score -2783388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2783388.500000 Penalty: 974.740601
	Iteration 154F: 3 clusters Score -2783388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.876953 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22186.160156 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22186.16 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22306.140625 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22306.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22351.146484 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22351.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22387.496094 Penalty: 538.374390
	Iteration 3Q: 3 clusters Score -22387.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22418.775391 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22418.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22450.728516 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22450.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22465.337891 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22465.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22474.855469 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22474.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22483.082031 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22483.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22484.597656 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22485.425781 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22485.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22486.064453 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22486.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22486.064453 Penalty: 538.374390
	Iteration 12F: 3 clusters Score -22486.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7456.987793 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7456.988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7185.590332 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7185.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7256.553223 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7256.553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7280.280762 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7280.281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7296.500488 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -7296.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7310.502441 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7310.502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7317.180176 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -7317.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7325.106445 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -7325.106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7326.918945 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -7326.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7326.918945 Penalty: 474.063232
	Iteration 8F: 3 clusters Score -7326.919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 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 225 members 
Entering Unmasked Estep 
Score: -28116.810547 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28116.81 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28256.470703 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28256.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28308.078125 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28308.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28365.123047 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -28365.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28391.923828 Penalty: 558.925415
	Iteration 4F: 3 clusters Score -28391.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28408.062500 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -28408.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28441.037109 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28441.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28467.599609 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28467.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28491.791016 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28491.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28511.494141 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28511.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28520.087891 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28520.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28524.759766 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -28524.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28528.181641 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -28528.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28528.181641 Penalty: 558.925415
	Iteration 13F: 3 clusters Score -28528.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28073.650391 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28073.65 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28222.138672 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28222.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28291.181641 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28291.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28332.050781 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28332.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28349.763672 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -28349.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28366.806641 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28366.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28389.263672 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28389.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28405.167969 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28405.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28413.214844 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28413.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28416.212891 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28416.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28418.939453 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -28418.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28420.828125 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -28420.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28421.644531 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -28421.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28422.246094 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -28422.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28423.871094 Penalty: 558.139221
	Iteration 14Q: 3 clusters Score -28423.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28424.771484 Penalty: 558.139221
	Iteration 15Q: 3 clusters Score -28424.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28426.900391 Penalty: 558.139221
	Iteration 16F: 3 clusters Score -28426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28434.486328 Penalty: 558.139221
	Iteration 17Q: 3 clusters Score -28434.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28447.273438 Penalty: 558.139221
	Iteration 18Q: 3 clusters Score -28447.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28471.722656 Penalty: 558.139221
	Iteration 19Q: 3 clusters Score -28471.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28478.287109 Penalty: 558.139221
	Iteration 20F: 3 clusters Score -28478.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28482.988281 Penalty: 558.139221
	Iteration 21Q: 3 clusters Score -28482.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28491.962891 Penalty: 558.139221
	Iteration 22Q: 3 clusters Score -28491.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28505.365234 Penalty: 558.139221
	Iteration 23Q: 3 clusters Score -28505.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28515.041016 Penalty: 558.139221
	Iteration 24Q: 3 clusters Score -28515.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28523.625000 Penalty: 558.139221
	Iteration 25Q: 3 clusters Score -28523.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28534.234375 Penalty: 558.139221
	Iteration 26Q: 3 clusters Score -28534.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28546.685547 Penalty: 558.139221
	Iteration 27Q: 3 clusters Score -28546.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28551.613281 Penalty: 558.139221
	Iteration 28Q: 3 clusters Score -28551.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28553.951172 Penalty: 558.139221
	Iteration 29Q: 3 clusters Score -28553.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28553.951172 Penalty: 558.139221
	Iteration 30F: 3 clusters Score -28553.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 272 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 189 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299552.000000 Penalty: 44907.519531
Splitting cluster 36 changes total score from -53299924.000000 to -53299552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 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 122 members 
Entering Unmasked Estep 
Score: -6040.370117 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6040.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6138.286133 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6138.286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6172.897949 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6172.898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6185.011719 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -6185.012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6201.833008 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6201.833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6210.923340 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6210.923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6212.474121 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -6212.474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6212.474121 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -6212.474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -124720.804688 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124720.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -125292.632812 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125292.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -125407.640625 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125407.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -125476.531250 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125476.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -125530.687500 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -125530.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -125588.125000 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -125588.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -125633.367188 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -125633.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -125679.664062 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -125679.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -125706.734375 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125706.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -125723.968750 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -125731.468750 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -125733.648438 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -125738.218750 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -125744.710938 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -125751.039062 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -125754.953125 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -125759.000000 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -125763.914062 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -125769.039062 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -125774.617188 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -125774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -125779.812500 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -125779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -125786.562500 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -125786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -125791.484375 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -125791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -125804.664062 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -125804.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -125808.679688 Penalty: 690.075562
	Iteration 24Q: 3 clusters Score -125808.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -125810.890625 Penalty: 690.075562
	Iteration 25Q: 3 clusters Score -125810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -125813.289062 Penalty: 690.075562
	Iteration 26Q: 3 clusters Score -125813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -125814.632812 Penalty: 690.075562
	Iteration 27Q: 3 clusters Score -125814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -125816.750000 Penalty: 690.075562
	Iteration 28Q: 3 clusters Score -125816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -125819.671875 Penalty: 690.075562
	Iteration 29Q: 3 clusters Score -125819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -125827.781250 Penalty: 690.075562
	Iteration 30Q: 3 clusters Score -125827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -125838.789062 Penalty: 690.075562
	Iteration 31Q: 3 clusters Score -125838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -125844.851562 Penalty: 690.075562
	Iteration 32Q: 3 clusters Score -125844.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -125849.414062 Penalty: 690.075562
	Iteration 33Q: 3 clusters Score -125849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -125851.460938 Penalty: 690.075562
	Iteration 34Q: 3 clusters Score -125851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -125852.742188 Penalty: 690.075562
	Iteration 35Q: 3 clusters Score -125852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -125854.476562 Penalty: 690.075562
	Iteration 36Q: 3 clusters Score -125854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -125854.406250 Penalty: 690.075562
	Iteration 37Q: 3 clusters Score -125854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -125855.000000 Penalty: 690.075562
	Iteration 38Q: 3 clusters Score -125855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -125855.734375 Penalty: 690.075562
	Iteration 39Q: 3 clusters Score -125855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -125855.875000 Penalty: 690.075562
	Iteration 40F: 3 clusters Score -125855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12069.428711 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12069.43 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 105 members 
Entering Unmasked Estep 
Score: -11779.296875 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11779.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11918.294922 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11918.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12027.467773 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12027.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12169.342773 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -12169.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12235.239258 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12235.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12243.792969 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12243.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12247.439453 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12247.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12247.439453 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -12247.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 120 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 87 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299664.000000 Penalty: 44907.519531
Splitting cluster 39 changes total score from -53299924.000000 to -53299664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (93626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Entering Unmasked Estep 
Score: -5738211.500000 Penalty: 520.841370
	Iteration 0F: 2 clusters Score -5738212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -5675049.500000 Penalty: 1041.682739
	Iteration 0F: 3 clusters Score -5675050 nChanged 45774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -5704168.000000 Penalty: 1041.682739
	Iteration 1F: 3 clusters Score -5704168 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -5706639.500000 Penalty: 1041.682739
	Iteration 2F: 3 clusters Score -5706640 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -5710772.500000 Penalty: 1041.682739
	Iteration 3F: 3 clusters Score -5710772 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -5716760.500000 Penalty: 1041.682739
	Iteration 4F: 3 clusters Score -5716760 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -5723175.000000 Penalty: 1041.682739
	Iteration 5F: 3 clusters Score -5723175 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -5728064.500000 Penalty: 1041.682739
	Iteration 6F: 3 clusters Score -5728064 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -5730919.500000 Penalty: 1041.682739
	Iteration 7Q: 3 clusters Score -5730920 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -5732513.000000 Penalty: 1041.682739
	Iteration 8Q: 3 clusters Score -5732513 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -5733482.500000 Penalty: 1041.682739
	Iteration 9Q: 3 clusters Score -5733482 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -5734250.500000 Penalty: 1041.682739
	Iteration 10Q: 3 clusters Score -5734250 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -5734934.500000 Penalty: 1041.682739
	Iteration 11Q: 3 clusters Score -5734934 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -5735476.000000 Penalty: 1041.682739
	Iteration 12Q: 3 clusters Score -5735476 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -5735900.000000 Penalty: 1041.682739
	Iteration 13Q: 3 clusters Score -5735900 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -5736209.000000 Penalty: 1041.682739
	Iteration 14Q: 3 clusters Score -5736209 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -5736448.000000 Penalty: 1041.682739
	Iteration 15Q: 3 clusters Score -5736448 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -5736622.000000 Penalty: 1041.682739
	Iteration 16Q: 3 clusters Score -5736622 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -5736846.500000 Penalty: 1041.682739
	Iteration 17Q: 3 clusters Score -5736846 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -5736994.000000 Penalty: 1041.682739
	Iteration 18Q: 3 clusters Score -5736994 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -5737140.500000 Penalty: 1041.682739
	Iteration 19Q: 3 clusters Score -5737140 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -5737257.500000 Penalty: 1041.682739
	Iteration 20F: 3 clusters Score -5737258 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 90759 members 
Entering Unmasked Estep 
Score: -5737347.500000 Penalty: 1041.682739
	Iteration 21Q: 3 clusters Score -5737348 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -5737391.000000 Penalty: 1041.682739
	Iteration 22Q: 3 clusters Score -5737391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -5737463.500000 Penalty: 1041.682739
	Iteration 23Q: 3 clusters Score -5737464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -5737515.000000 Penalty: 1041.682739
	Iteration 24Q: 3 clusters Score -5737515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -5737555.000000 Penalty: 1041.682739
	Iteration 25Q: 3 clusters Score -5737555 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -5737599.500000 Penalty: 1041.682739
	Iteration 26Q: 3 clusters Score -5737600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -5737631.000000 Penalty: 1041.682739
	Iteration 27Q: 3 clusters Score -5737631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -5737660.000000 Penalty: 1041.682739
	Iteration 28Q: 3 clusters Score -5737660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -5737682.000000 Penalty: 1041.682739
	Iteration 29Q: 3 clusters Score -5737682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -5737716.000000 Penalty: 1041.682739
	Iteration 30Q: 3 clusters Score -5737716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -5737746.000000 Penalty: 1041.682739
	Iteration 31Q: 3 clusters Score -5737746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -5737761.500000 Penalty: 1041.682739
	Iteration 32Q: 3 clusters Score -5737762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -5737777.500000 Penalty: 1041.682739
	Iteration 33Q: 3 clusters Score -5737778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -5737783.500000 Penalty: 1041.682739
	Iteration 34Q: 3 clusters Score -5737784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -5737782.500000 Penalty: 1041.682739
	Iteration 35Q: 3 clusters Score -5737782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -5737787.500000 Penalty: 1041.682739
	Iteration 36Q: 3 clusters Score -5737788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -5737794.000000 Penalty: 1041.682739
	Iteration 37Q: 3 clusters Score -5737794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -5737795.500000 Penalty: 1041.682739
	Iteration 38Q: 3 clusters Score -5737796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -5737799.000000 Penalty: 1041.682739
	Iteration 39Q: 3 clusters Score -5737799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -5737795.500000 Penalty: 1041.682739
	Iteration 40F: 3 clusters Score -5737796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -5737812.500000 Penalty: 1041.682739
	Iteration 41Q: 3 clusters Score -5737812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -5737816.500000 Penalty: 1041.682739
	Iteration 42Q: 3 clusters Score -5737816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -5737810.000000 Penalty: 1041.682739
	Iteration 43Q: 3 clusters Score -5737810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -5737805.500000 Penalty: 1041.682739
	Iteration 44Q: 3 clusters Score -5737806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -5737813.500000 Penalty: 1041.682739
	Iteration 45Q: 3 clusters Score -5737814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -5737811.500000 Penalty: 1041.682739
	Iteration 46Q: 3 clusters Score -5737812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -5737810.500000 Penalty: 1041.682739
	Iteration 47Q: 3 clusters Score -5737810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -5737810.500000 Penalty: 1041.682739
	Iteration 48Q: 3 clusters Score -5737810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -5737817.500000 Penalty: 1041.682739
	Iteration 49Q: 3 clusters Score -5737818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -5737821.000000 Penalty: 1041.682739
	Iteration 50Q: 3 clusters Score -5737821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 92020 members 
Entering Unmasked Estep 
Score: -5737820.500000 Penalty: 1041.682739
	Iteration 51Q: 3 clusters Score -5737820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -5737835.000000 Penalty: 1041.682739
	Iteration 52Q: 3 clusters Score -5737835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -5737845.000000 Penalty: 1041.682739
	Iteration 53Q: 3 clusters Score -5737845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -5737847.000000 Penalty: 1041.682739
	Iteration 54Q: 3 clusters Score -5737847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -5737864.000000 Penalty: 1041.682739
	Iteration 55Q: 3 clusters Score -5737864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -5737873.500000 Penalty: 1041.682739
	Iteration 56Q: 3 clusters Score -5737874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -5737878.000000 Penalty: 1041.682739
	Iteration 57Q: 3 clusters Score -5737878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -5737885.000000 Penalty: 1041.682739
	Iteration 58Q: 3 clusters Score -5737885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -5737892.000000 Penalty: 1041.682739
	Iteration 59Q: 3 clusters Score -5737892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -5737890.000000 Penalty: 1041.682739
	Iteration 60F: 3 clusters Score -5737890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -5737898.500000 Penalty: 1041.682739
	Iteration 61Q: 3 clusters Score -5737898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -5737911.000000 Penalty: 1041.682739
	Iteration 62Q: 3 clusters Score -5737911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -5737920.000000 Penalty: 1041.682739
	Iteration 63Q: 3 clusters Score -5737920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -5737929.500000 Penalty: 1041.682739
	Iteration 64Q: 3 clusters Score -5737930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -5737939.500000 Penalty: 1041.682739
	Iteration 65Q: 3 clusters Score -5737940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -5737952.500000 Penalty: 1041.682739
	Iteration 66Q: 3 clusters Score -5737952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -5737950.500000 Penalty: 1041.682739
	Iteration 67Q: 3 clusters Score -5737950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -5737957.500000 Penalty: 1041.682739
	Iteration 68Q: 3 clusters Score -5737958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -5737967.000000 Penalty: 1041.682739
	Iteration 69Q: 3 clusters Score -5737967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -5737962.500000 Penalty: 1041.682739
	Iteration 70Q: 3 clusters Score -5737962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -5737968.500000 Penalty: 1041.682739
	Iteration 71Q: 3 clusters Score -5737968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -5737967.500000 Penalty: 1041.682739
	Iteration 72Q: 3 clusters Score -5737968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -5737962.000000 Penalty: 1041.682739
	Iteration 73Q: 3 clusters Score -5737962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -5737967.000000 Penalty: 1041.682739
	Iteration 74Q: 3 clusters Score -5737967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -5737965.000000 Penalty: 1041.682739
	Iteration 75Q: 3 clusters Score -5737965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -5737966.500000 Penalty: 1041.682739
	Iteration 76Q: 3 clusters Score -5737966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -5737966.500000 Penalty: 1041.682739
	Iteration 77F: 3 clusters Score -5737966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 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 22 members 
Entering Unmasked Estep 
Score: -2606.591064 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2606.591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2633.850342 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2633.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68911.976562 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68911.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68037.187500 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68037.19 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -68290.039062 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68290.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -68371.742188 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68371.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68495.250000 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -68495.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -68622.976562 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -68622.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68714.156250 Penalty: 637.361633
	Iteration 5F: 3 clusters Score -68714.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68754.703125 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68754.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -68776.945312 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68776.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -68794.734375 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68794.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -68808.335938 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68808.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68814.773438 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68814.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -68818.312500 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68818.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -68820.125000 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68820.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -68822.546875 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68822.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -68823.890625 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -68823.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68824.226562 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -68824.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68824.226562 Penalty: 637.361633
	Iteration 16F: 3 clusters Score -68824.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 86 members 
Entering Unmasked Estep 
Score: -8793.387695 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8793.388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8839.254883 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8839.255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8865.480469 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8865.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8880.378906 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8880.379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8889.663086 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8889.663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8896.497070 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8896.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8901.781250 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8901.781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8905.721680 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8905.722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8908.523438 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -8908.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8908.523438 Penalty: 464.087830
	Iteration 9F: 3 clusters Score -8908.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 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 81 members 
Entering Unmasked Estep 
Score: -8887.472656 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8887.473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8994.591797 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8994.592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9009.038086 Penalty: 455.359100
	Iteration 2Q: 3 clusters Score -9009.038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9016.299805 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -9016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9017.523438 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -9017.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9017.523438 Penalty: 455.359100
	Iteration 5F: 3 clusters Score -9017.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20401.777344 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20401.78 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20538.076172 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20538.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20575.042969 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20575.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20621.666016 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -20621.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20639.332031 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20639.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20642.267578 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20642.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20643.925781 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20643.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20647.968750 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20647.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20652.101562 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20652.658203 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20652.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20652.658203 Penalty: 527.992737
	Iteration 10F: 3 clusters Score -20652.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 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 221 members 
Entering Unmasked Estep 
Score: -25967.554688 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25967.55 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26109.740234 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26109.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26147.556641 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26147.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26174.328125 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -26174.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26194.199219 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -26194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26209.271484 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26209.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26226.958984 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26226.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26240.441406 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26240.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26269.998047 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26304.847656 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26304.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26332.001953 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26358.355469 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26358.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26371.166016 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26371.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26374.599609 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -26374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26375.742188 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -26375.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26375.742188 Penalty: 549.446228
	Iteration 15F: 3 clusters Score -26375.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -11537.748047 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11537.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11243.659180 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11243.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11422.553711 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11422.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11475.966797 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11475.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11515.801758 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -11515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11530.913086 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11530.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11550.705078 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11550.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11561.980469 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11561.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11567.546875 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11567.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11568.140625 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11568.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11569.105469 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -11569.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11569.105469 Penalty: 499.116516
	Iteration 10F: 3 clusters Score -11569.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 132 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 815 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53299572.000000 Penalty: 44907.519531
Splitting cluster 47 changes total score from -53299924.000000 to -53299572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 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 64 members 
Entering Unmasked Estep 
Score: -7745.477051 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7745.477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7809.640137 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7809.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7832.460938 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7832.461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7861.126465 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7861.126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7875.782715 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7875.783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7910.526367 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -7910.526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7932.319824 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7932.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7944.324707 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7944.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7955.896484 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7955.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7955.896484 Penalty: 447.718262
	Iteration 9F: 3 clusters Score -7955.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 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 75 members 
Entering Unmasked Estep 
Score: -9045.446289 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9045.446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9123.653320 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9123.653 nChanged 10
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: -9144.421875 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9144.422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9148.890625 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9148.891 nChanged 1
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: -9149.277344 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9149.277 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: -9149.277344 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -9149.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Entering Unmasked Estep 
Score: -53376.253906 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -53376.25 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 430 members 
Entering Unmasked Estep 
Score: -52723.984375 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -52723.98 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52937.933594 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -52937.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -53002.238281 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -53002.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53043.398438 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -53043.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -53075.992188 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -53075.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53103.125000 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -53103.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53130.742188 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -53130.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53163.855469 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -53163.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53190.472656 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -53190.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53230.492188 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -53230.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53352.261719 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -53352.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53651.375000 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -53651.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53710.183594 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -53710.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -53744.277344 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -53744.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53774.074219 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -53774.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -53791.613281 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -53791.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53799.515625 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -53799.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53806.632812 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -53806.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53809.480469 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -53809.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53811.500000 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -53811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53811.500000 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -53811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 438 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
Score: -53300008.000000 Penalty: 44907.519531
Splitting cluster 50 changes total score from -53299924.000000 to -53300008.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -45259.335938 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -45259.34 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 355 members 
Entering Unmasked Estep 
Score: -44649.277344 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -44649.28 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44857.621094 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -44857.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44896.007812 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -44896.01 nChanged 27
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: -44919.957031 Penalty: 596.796021
	Iteration 3Q: 3 clusters Score -44919.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44939.722656 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -44939.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44961.968750 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -44961.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44973.519531 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -44973.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44983.339844 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -44983.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44991.886719 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -44991.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44998.742188 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -44998.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45004.835938 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -45004.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45011.054688 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -45011.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45014.917969 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -45014.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45017.019531 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -45017.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45021.218750 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -45021.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45025.042969 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -45025.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45030.976562 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -45030.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45033.746094 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -45033.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45034.273438 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -45034.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45034.183594 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -45034.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45034.183594 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -45034.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -6507.788086 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -6507.788 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 60 members 
Entering Unmasked Estep 
Score: -6286.887695 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -6286.888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6336.788086 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -6336.788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6348.074707 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -6348.075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6354.953125 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -6354.953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6364.469238 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -6364.469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6364.469238 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -6364.469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 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 113 members 
Entering Unmasked Estep 
Score: -13216.475586 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13216.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13281.871094 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13281.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13333.624023 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13333.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13358.429688 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -13358.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13369.750977 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13369.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13373.197266 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13375.989258 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13375.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13378.761719 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13378.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13386.872070 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13386.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13392.326172 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -13392.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13397.549805 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -13397.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13403.061523 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -13403.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13422.403320 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -13422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13422.908203 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -13422.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13425.371094 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -13425.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13427.288086 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -13427.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13435.752930 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -13435.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13440.098633 Penalty: 492.052612
	Iteration 17Q: 3 clusters Score -13440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13443.286133 Penalty: 492.052612
	Iteration 18Q: 3 clusters Score -13443.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13443.433594 Penalty: 492.052612
	Iteration 19Q: 3 clusters Score -13443.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13447.383789 Penalty: 492.052612
	Iteration 20F: 3 clusters Score -13447.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13448.315430 Penalty: 492.052612
	Iteration 21Q: 3 clusters Score -13448.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13448.315430 Penalty: 492.052612
	Iteration 22F: 3 clusters Score -13448.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13945.334961 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13945.33 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 111 members 
Entering Unmasked Estep 
Score: -13624.445312 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13624.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13714.844727 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13714.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13775.254883 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13775.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13792.027344 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13792.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13798.525391 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13798.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13801.633789 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13801.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13803.008789 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13803.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13806.359375 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13806.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13812.618164 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13812.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13820.836914 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13820.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13822.314453 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13822.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13823.666016 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13823.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13823.666016 Penalty: 496.434235
	Iteration 12F: 3 clusters Score -13823.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 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 51 members 
Entering Unmasked Estep 
Score: -1848.565918 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1848.566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1899.744385 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1899.744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1912.982788 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -1912.983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1921.135376 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -1921.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1921.135376 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -1921.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34833.992188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34833.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34310.367188 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -34310.37 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34500.851562 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34500.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34539.058594 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34539.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34561.128906 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34561.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34583.332031 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34583.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34610.511719 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34610.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34656.046875 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34656.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34681.980469 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34681.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34696.953125 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34696.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34718.257812 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34718.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34730.648438 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -34730.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34742.097656 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -34742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34750.402344 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -34750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34758.433594 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -34758.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34766.789062 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -34766.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34774.335938 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -34774.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34784.292969 Penalty: 577.930603
	Iteration 16Q: 3 clusters Score -34784.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34793.039062 Penalty: 577.930603
	Iteration 17Q: 3 clusters Score -34793.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34795.503906 Penalty: 577.930603
	Iteration 18Q: 3 clusters Score -34795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34803.878906 Penalty: 577.930603
	Iteration 19Q: 3 clusters Score -34803.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34810.062500 Penalty: 577.930603
	Iteration 20F: 3 clusters Score -34810.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34814.082031 Penalty: 577.930603
	Iteration 21Q: 3 clusters Score -34814.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34816.765625 Penalty: 577.930603
	Iteration 22Q: 3 clusters Score -34816.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34817.902344 Penalty: 577.930603
	Iteration 23Q: 3 clusters Score -34817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34819.667969 Penalty: 577.930603
	Iteration 24Q: 3 clusters Score -34819.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34821.316406 Penalty: 577.930603
	Iteration 25Q: 3 clusters Score -34821.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34822.300781 Penalty: 577.930603
	Iteration 26Q: 3 clusters Score -34822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34823.230469 Penalty: 577.930603
	Iteration 27Q: 3 clusters Score -34823.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34824.562500 Penalty: 577.930603
	Iteration 28Q: 3 clusters Score -34824.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34828.859375 Penalty: 577.930603
	Iteration 29Q: 3 clusters Score -34828.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34831.007812 Penalty: 577.930603
	Iteration 30Q: 3 clusters Score -34831.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34832.929688 Penalty: 577.930603
	Iteration 31Q: 3 clusters Score -34832.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34832.929688 Penalty: 577.930603
	Iteration 32F: 3 clusters Score -34832.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42509.828125 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42509.83 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -42682.117188 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42682.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42732.910156 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42732.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -42778.445312 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42778.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42821.023438 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -42821.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42869.652344 Penalty: 592.026367
	Iteration 5F: 3 clusters Score -42869.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42915.648438 Penalty: 592.026367
	Iteration 6F: 3 clusters Score -42915.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -42953.902344 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -42953.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -42972.871094 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -42972.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42985.558594 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -42985.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43002.046875 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -43002.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43011.007812 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -43011.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43015.660156 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -43015.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43022.210938 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -43022.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43033.406250 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -43033.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43037.242188 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -43037.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43043.792969 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -43043.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43051.257812 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -43051.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43056.941406 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -43056.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43064.304688 Penalty: 592.026367
	Iteration 19Q: 3 clusters Score -43064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43066.464844 Penalty: 592.026367
	Iteration 20F: 3 clusters Score -43066.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43066.890625 Penalty: 592.026367
	Iteration 21Q: 3 clusters Score -43066.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43066.890625 Penalty: 592.026367
	Iteration 22F: 3 clusters Score -43066.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (84174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Entering Unmasked Estep 
Score: -5277574.000000 Penalty: 515.999146
	Iteration 0F: 2 clusters Score -5277574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5221360.500000 Penalty: 1031.998291
	Iteration 0F: 3 clusters Score -5221360 nChanged 41270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5246033.500000 Penalty: 1031.998291
	Iteration 1F: 3 clusters Score -5246034 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -5246822.000000 Penalty: 1031.998291
	Iteration 2Q: 3 clusters Score -5246822 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -5248178.000000 Penalty: 1031.998291
	Iteration 3Q: 3 clusters Score -5248178 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -5250322.000000 Penalty: 1031.998291
	Iteration 4Q: 3 clusters Score -5250322 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -5253748.500000 Penalty: 1031.998291
	Iteration 5F: 3 clusters Score -5253748 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -5258576.000000 Penalty: 1031.998291
	Iteration 6F: 3 clusters Score -5258576 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -5263610.000000 Penalty: 1031.998291
	Iteration 7F: 3 clusters Score -5263610 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -5267625.000000 Penalty: 1031.998291
	Iteration 8F: 3 clusters Score -5267625 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -5270406.000000 Penalty: 1031.998291
	Iteration 9Q: 3 clusters Score -5270406 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -5272165.000000 Penalty: 1031.998291
	Iteration 10Q: 3 clusters Score -5272165 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -5273454.500000 Penalty: 1031.998291
	Iteration 11Q: 3 clusters Score -5273454 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -5274392.500000 Penalty: 1031.998291
	Iteration 12Q: 3 clusters Score -5274392 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -5275088.000000 Penalty: 1031.998291
	Iteration 13Q: 3 clusters Score -5275088 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -5275637.500000 Penalty: 1031.998291
	Iteration 14Q: 3 clusters Score -5275638 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -5275988.500000 Penalty: 1031.998291
	Iteration 15Q: 3 clusters Score -5275988 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -5276246.500000 Penalty: 1031.998291
	Iteration 16Q: 3 clusters Score -5276246 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -5276470.000000 Penalty: 1031.998291
	Iteration 17Q: 3 clusters Score -5276470 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -5276623.500000 Penalty: 1031.998291
	Iteration 18Q: 3 clusters Score -5276624 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -5276723.500000 Penalty: 1031.998291
	Iteration 19Q: 3 clusters Score -5276724 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -5276847.000000 Penalty: 1031.998291
	Iteration 20F: 3 clusters Score -5276847 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -5276928.000000 Penalty: 1031.998291
	Iteration 21Q: 3 clusters Score -5276928 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -5276981.000000 Penalty: 1031.998291
	Iteration 22Q: 3 clusters Score -5276981 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -5277037.000000 Penalty: 1031.998291
	Iteration 23Q: 3 clusters Score -5277037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -5277057.000000 Penalty: 1031.998291
	Iteration 24Q: 3 clusters Score -5277057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -5277096.000000 Penalty: 1031.998291
	Iteration 25Q: 3 clusters Score -5277096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -5277112.500000 Penalty: 1031.998291
	Iteration 26Q: 3 clusters Score -5277112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -5277129.000000 Penalty: 1031.998291
	Iteration 27Q: 3 clusters Score -5277129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -5277137.500000 Penalty: 1031.998291
	Iteration 28Q: 3 clusters Score -5277138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -5277154.000000 Penalty: 1031.998291
	Iteration 29Q: 3 clusters Score -5277154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -5277175.500000 Penalty: 1031.998291
	Iteration 30Q: 3 clusters Score -5277176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 83649 members 
Entering Unmasked Estep 
Score: -5277194.500000 Penalty: 1031.998291
	Iteration 31Q: 3 clusters Score -5277194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -5277191.000000 Penalty: 1031.998291
	Iteration 32Q: 3 clusters Score -5277191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -5277198.000000 Penalty: 1031.998291
	Iteration 33Q: 3 clusters Score -5277198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -5277199.000000 Penalty: 1031.998291
	Iteration 34Q: 3 clusters Score -5277199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -5277198.000000 Penalty: 1031.998291
	Iteration 35Q: 3 clusters Score -5277198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -5277204.500000 Penalty: 1031.998291
	Iteration 36Q: 3 clusters Score -5277204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -5277207.000000 Penalty: 1031.998291
	Iteration 37Q: 3 clusters Score -5277207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -5277201.500000 Penalty: 1031.998291
	Iteration 38Q: 3 clusters Score -5277202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -5277208.500000 Penalty: 1031.998291
	Iteration 39Q: 3 clusters Score -5277208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -5277210.000000 Penalty: 1031.998291
	Iteration 40F: 3 clusters Score -5277210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -5277210.000000 Penalty: 1031.998291
	Iteration 41Q: 3 clusters Score -5277210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -5277207.000000 Penalty: 1031.998291
	Iteration 42Q: 3 clusters Score -5277207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -5277208.000000 Penalty: 1031.998291
	Iteration 43Q: 3 clusters Score -5277208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -5277208.000000 Penalty: 1031.998291
	Iteration 44F: 3 clusters Score -5277208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 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 126 members 
Entering Unmasked Estep 
Score: -16143.186523 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16143.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16247.218750 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16247.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16285.283203 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16285.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16303.414062 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -16303.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16318.276367 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -16318.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16322.258789 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16322.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16322.258789 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -16322.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74703.531250 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74703.53 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75091.078125 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -75091.08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75211.000000 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75211 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75278.531250 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -75278.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75328.312500 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -75328.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75369.070312 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75369.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75398.953125 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75398.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75414.351562 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -75414.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -75425.429688 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75425.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -75444.351562 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75444.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75457.312500 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75457.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -75463.859375 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75463.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -75473.750000 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75473.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -75479.976562 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75479.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -75483.945312 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75483.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -75488.289062 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75488.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -75491.507812 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -75491.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -75493.242188 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -75493.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -75493.242188 Penalty: 643.126099
	Iteration 18F: 3 clusters Score -75493.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 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 514 members 
Entering Unmasked Estep 
Score: -65074.066406 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65074.07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65343.718750 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65343.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65380.910156 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65380.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -65410.406250 Penalty: 630.496948
	Iteration 3Q: 3 clusters Score -65410.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65431.167969 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -65431.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65446.613281 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65446.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65458.644531 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65458.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65471.871094 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65471.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65482.421875 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65482.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65487.964844 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65487.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65497.570312 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -65497.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65511.078125 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -65511.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65525.585938 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -65525.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65543.054688 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -65543.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65564.882812 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -65564.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65585.593750 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -65585.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65601.531250 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -65601.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65611.507812 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -65611.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65621.195312 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -65621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65633.132812 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -65633.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65654.062500 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -65654.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65671.117188 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -65671.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65683.906250 Penalty: 630.496948
	Iteration 22Q: 3 clusters Score -65683.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65696.617188 Penalty: 630.496948
	Iteration 23Q: 3 clusters Score -65696.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65708.804688 Penalty: 630.496948
	Iteration 24Q: 3 clusters Score -65708.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65723.140625 Penalty: 630.496948
	Iteration 25Q: 3 clusters Score -65723.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -65741.062500 Penalty: 630.496948
	Iteration 26Q: 3 clusters Score -65741.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65758.554688 Penalty: 630.496948
	Iteration 27Q: 3 clusters Score -65758.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65773.554688 Penalty: 630.496948
	Iteration 28Q: 3 clusters Score -65773.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65786.257812 Penalty: 630.496948
	Iteration 29Q: 3 clusters Score -65786.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65794.312500 Penalty: 630.496948
	Iteration 30Q: 3 clusters Score -65794.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65802.460938 Penalty: 630.496948
	Iteration 31Q: 3 clusters Score -65802.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65811.015625 Penalty: 630.496948
	Iteration 32Q: 3 clusters Score -65811.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65814.875000 Penalty: 630.496948
	Iteration 33Q: 3 clusters Score -65814.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65818.414062 Penalty: 630.496948
	Iteration 34Q: 3 clusters Score -65818.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65825.031250 Penalty: 630.496948
	Iteration 35Q: 3 clusters Score -65825.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65829.992188 Penalty: 630.496948
	Iteration 36Q: 3 clusters Score -65829.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65835.281250 Penalty: 630.496948
	Iteration 37Q: 3 clusters Score -65835.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65835.765625 Penalty: 630.496948
	Iteration 38Q: 3 clusters Score -65835.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65836.585938 Penalty: 630.496948
	Iteration 39Q: 3 clusters Score -65836.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65837.625000 Penalty: 630.496948
	Iteration 40F: 3 clusters Score -65837.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65838.195312 Penalty: 630.496948
	Iteration 41Q: 3 clusters Score -65838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65840.335938 Penalty: 630.496948
	Iteration 42Q: 3 clusters Score -65840.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65842.007812 Penalty: 630.496948
	Iteration 43Q: 3 clusters Score -65842.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65844.000000 Penalty: 630.496948
	Iteration 44Q: 3 clusters Score -65844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65847.960938 Penalty: 630.496948
	Iteration 45Q: 3 clusters Score -65847.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65853.429688 Penalty: 630.496948
	Iteration 46Q: 3 clusters Score -65853.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65856.828125 Penalty: 630.496948
	Iteration 47Q: 3 clusters Score -65856.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65857.835938 Penalty: 630.496948
	Iteration 48Q: 3 clusters Score -65857.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65857.835938 Penalty: 630.496948
	Iteration 49F: 3 clusters Score -65857.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -9676.716797 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9676.717 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 98 members 
Entering Unmasked Estep 
Score: -9410.859375 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9410.859 nChanged 60
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: -9569.900391 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9569.9 nChanged 21
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: -9629.527344 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9629.527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9645.561523 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9645.562 nChanged 5
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: -9680.420898 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9680.421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9696.499023 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9696.499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9700.959961 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9700.96 nChanged 1
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: -9699.002930 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9699.003 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: -9705.334961 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9705.335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9578.654297 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -9578.654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9703.307617 Penalty: 478.432068
	Iteration 10F: 3 clusters Score -9703.308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9732.777344 Penalty: 478.432068
	Iteration 11Q: 3 clusters Score -9732.777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9741.219727 Penalty: 478.432068
	Iteration 12Q: 3 clusters Score -9741.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9750.757812 Penalty: 478.432068
	Iteration 13Q: 3 clusters Score -9750.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9750.757812 Penalty: 478.432068
	Iteration 14F: 3 clusters Score -9750.758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 438 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Mstep: Class 73 contains 45 members 
Entering Unmasked Estep 
Score: -53299680.000000 Penalty: 45531.234375
Splitting cluster 62 changes total score from -53299924.000000 to -53299680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 97 members 
Entering Unmasked Estep 
Score: -10844.747070 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10844.75 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10928.104492 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10957.205078 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10957.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10977.075195 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -10977.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10994.419922 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10994.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11031.154297 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11031.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11050.800781 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11062.117188 Penalty: 480.308441
	Iteration 7F: 3 clusters Score -11062.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11063.942383 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11063.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11063.942383 Penalty: 480.308441
	Iteration 9F: 3 clusters Score -11063.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28187.671875 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28187.67 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28321.835938 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28321.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28371.832031 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28371.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28401.693359 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28401.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28415.001953 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28422.894531 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28422.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28434.375000 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28434.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28444.593750 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28444.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28455.714844 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28455.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28465.437500 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28465.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28477.392578 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28477.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28492.447266 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28492.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28500.970703 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28500.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28501.808594 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28501.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28501.808594 Penalty: 554.924744
	Iteration 14F: 3 clusters Score -28501.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 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 66 members 
Entering Unmasked Estep 
Score: -7587.252930 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7587.253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7644.063965 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7644.064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7664.680664 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7664.681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7671.614746 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7671.615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7680.365234 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7680.365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7681.782715 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7681.783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7681.782715 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -7681.783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -12640.949219 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -12640.95 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 77 members 
Entering Unmasked Estep 
Score: -12369.479492 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -12369.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12427.161133 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -12427.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12447.023438 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -12447.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12455.134766 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -12455.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12455.872070 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -12455.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12459.633789 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -12459.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12460.277344 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -12460.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12460.277344 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -12460.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -11561.458008 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11561.46 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 116 members 
Entering Unmasked Estep 
Score: -11242.657227 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11242.66 nChanged 74
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: -11416.960938 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11416.96 nChanged 28
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: -11474.209961 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11474.21 nChanged 12
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: -11506.933594 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -11506.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11519.030273 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11519.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11520.598633 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11520.6 nChanged 1
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: -11521.185547 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11521.19 nChanged 1
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: -11523.236328 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -11523.24 nChanged 0
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: -11523.236328 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -11523.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8118.254395 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8118.254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8189.054688 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8189.055 nChanged 8
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: -8264.917969 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8264.918 nChanged 5
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: -8279.500000 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8284.014648 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8284.015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8284.014648 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -8284.015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 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 187 members 
Entering Unmasked Estep 
Score: -25184.128906 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25184.13 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25312.630859 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25312.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25356.843750 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25356.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25385.871094 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -25385.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25407.013672 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25407.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25417.679688 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25417.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25425.615234 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25425.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25435.267578 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25435.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25438.052734 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -25438.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25439.902344 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -25439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25441.392578 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -25441.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25444.171875 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -25444.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25445.769531 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -25445.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25447.113281 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -25447.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25447.113281 Penalty: 545.223267
	Iteration 14F: 3 clusters Score -25447.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 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 260 members 
Entering Unmasked Estep 
Score: -29371.154297 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29371.15 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29549.322266 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29549.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29625.830078 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29625.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29667.287109 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -29667.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29684.814453 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29684.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29701.882812 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29701.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29716.470703 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29716.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29722.181641 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29722.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29733.906250 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29733.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29738.667969 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29738.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29738.796875 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29739.367188 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29739.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29739.367188 Penalty: 565.529358
	Iteration 12F: 3 clusters Score -29739.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -32523.238281 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -32523.24 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 221 members 
Entering Unmasked Estep 
Score: -32066.730469 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -32066.73 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32159.589844 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -32159.59 nChanged 35
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: -32191.806641 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -32191.81 nChanged 26
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: -32214.148438 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -32214.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32229.138672 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -32229.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32242.476562 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -32242.48 nChanged 5
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: -32247.599609 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -32247.6 nChanged 4
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: -32251.160156 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -32251.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32254.355469 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -32254.36 nChanged 5
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: -32256.972656 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -32256.97 nChanged 1
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: -32257.447266 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -32257.45 nChanged 0
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: -32257.447266 Penalty: 554.720032
	Iteration 11F: 3 clusters Score -32257.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80804 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 83137 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81903 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79354 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 87505 members 
Mstep: Class 19 contains 66469 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 82088 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 471 members 
Mstep: Class 32 contains 44866 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93626 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 573 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84174 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300252.000000 Penalty: 44907.519531
Iteration 359Q: 73 clusters Score -5.330025e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 83147 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 2571 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81938 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67915 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79417 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 87634 members 
Mstep: Class 19 contains 66297 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3783 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 82022 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 472 members 
Mstep: Class 32 contains 44682 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94136 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 123 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 578 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83953 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 432 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300544.000000 Penalty: 44907.519531
Iteration 360F: 73 clusters Score -5.330054e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80590 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 83196 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 81989 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67874 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79479 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4143 members 
Mstep: Class 18 contains 87712 members 
Mstep: Class 19 contains 66139 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3780 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3197 members 
Mstep: Class 28 contains 81962 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 472 members 
Mstep: Class 32 contains 44495 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94556 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 122 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 233 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83812 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 432 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300800.000000 Penalty: 44907.519531
Iteration 361Q: 73 clusters Score -5.33008e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80415 members 
Mstep: Class 3 contains 2649 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 83258 members 
Mstep: Class 6 contains 525 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82102 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67864 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79533 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 87823 members 
Mstep: Class 19 contains 65972 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3783 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3230 members 
Mstep: Class 28 contains 81878 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 469 members 
Mstep: Class 32 contains 44265 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94922 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 122 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83724 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 436 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300680.000000 Penalty: 44907.519531
Iteration 362Q: 73 clusters Score -5.330068e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80216 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 83333 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82206 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67859 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79561 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 87880 members 
Mstep: Class 19 contains 65774 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3788 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 81789 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 465 members 
Mstep: Class 32 contains 44033 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95288 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 121 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83748 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 441 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300916.000000 Penalty: 44907.519531
Iteration 363Q: 73 clusters Score -5.330092e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80014 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 83407 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82210 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67838 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79573 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 87983 members 
Mstep: Class 19 contains 65604 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3296 members 
Mstep: Class 28 contains 81725 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 463 members 
Mstep: Class 32 contains 43837 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95580 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83872 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 443 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301212.000000 Penalty: 44907.519531
Iteration 364Q: 73 clusters Score -5.330121e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79846 members 
Mstep: Class 3 contains 2630 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 83508 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82217 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67829 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79584 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 88077 members 
Mstep: Class 19 contains 65446 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3786 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3311 members 
Mstep: Class 28 contains 81681 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 461 members 
Mstep: Class 32 contains 43613 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95816 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84007 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 445 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300940.000000 Penalty: 44907.519531
Iteration 365Q: 73 clusters Score -5.330094e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79667 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 83679 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82245 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67841 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79556 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 88183 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3327 members 
Mstep: Class 28 contains 81640 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 43350 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95991 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84176 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 446 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300920.000000 Penalty: 44907.519531
Iteration 366Q: 73 clusters Score -5.330092e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79471 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 83872 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82282 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67837 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79499 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 18 contains 88341 members 
Mstep: Class 19 contains 65125 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3773 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3348 members 
Mstep: Class 28 contains 81623 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 458 members 
Mstep: Class 32 contains 43090 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96149 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84305 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 448 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300916.000000 Penalty: 44907.519531
Iteration 367Q: 73 clusters Score -5.330092e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79259 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 84033 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82340 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67867 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79422 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 88499 members 
Mstep: Class 19 contains 64976 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3772 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 81610 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 42834 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96277 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84465 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 450 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300740.000000 Penalty: 44907.519531
Iteration 368Q: 73 clusters Score -5.330074e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79027 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 5 contains 84110 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82398 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67923 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79375 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 88681 members 
Mstep: Class 19 contains 64846 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3779 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3394 members 
Mstep: Class 28 contains 81626 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 454 members 
Mstep: Class 32 contains 42535 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96379 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 579 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84673 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300364.000000 Penalty: 44907.519531
Iteration 369Q: 73 clusters Score -5.330036e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78756 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 84192 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82435 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67961 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79369 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4298 members 
Mstep: Class 18 contains 88859 members 
Mstep: Class 19 contains 64692 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3785 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 81660 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 42246 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96431 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84950 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300272.000000 Penalty: 44907.519531
Iteration 370Q: 73 clusters Score -5.330027e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78476 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 84259 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 2483 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82472 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67979 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79329 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 89003 members 
Mstep: Class 19 contains 64577 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3785 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3439 members 
Mstep: Class 28 contains 81727 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 41953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96488 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85271 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300216.000000 Penalty: 44907.519531
Iteration 371Q: 73 clusters Score -5.330022e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78186 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 84343 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82540 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 67983 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79268 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 89190 members 
Mstep: Class 19 contains 64452 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3459 members 
Mstep: Class 28 contains 81821 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 41646 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96478 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85604 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300160.000000 Penalty: 44907.519531
Iteration 372Q: 73 clusters Score -5.330016e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77917 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 84440 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82560 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68016 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79152 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 89411 members 
Mstep: Class 19 contains 64358 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3795 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3482 members 
Mstep: Class 28 contains 81917 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 41299 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96475 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85928 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299628.000000 Penalty: 44907.519531
Iteration 373Q: 73 clusters Score -5.329963e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77703 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 84558 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82598 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68043 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78977 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4334 members 
Mstep: Class 18 contains 89618 members 
Mstep: Class 19 contains 64238 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3509 members 
Mstep: Class 28 contains 81999 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 40927 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96508 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 121 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86270 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299176.000000 Penalty: 44907.519531
Iteration 374Q: 73 clusters Score -5.329918e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77502 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 84715 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82612 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68085 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78765 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 89865 members 
Mstep: Class 19 contains 64106 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3796 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3531 members 
Mstep: Class 28 contains 82061 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 40571 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96497 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 121 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86651 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298976.000000 Penalty: 44907.519531
Iteration 375Q: 73 clusters Score -5.329898e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77308 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 84847 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2398 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82652 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68125 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78544 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 90149 members 
Mstep: Class 19 contains 63964 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 82177 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 40185 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96515 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 121 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86938 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298584.000000 Penalty: 44907.519531
Iteration 376Q: 73 clusters Score -5.329858e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 77112 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 85014 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82649 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68161 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78360 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 90459 members 
Mstep: Class 19 contains 63853 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 82285 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 39789 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96468 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87246 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298376.000000 Penalty: 44907.519531
Iteration 377Q: 73 clusters Score -5.329838e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76927 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 4835 members 
Mstep: Class 5 contains 85111 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82651 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68228 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78225 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 90814 members 
Mstep: Class 19 contains 63753 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3808 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 82438 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 39363 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96406 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87476 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298040.000000 Penalty: 44907.519531
Iteration 378Q: 73 clusters Score -5.329804e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76763 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 4817 members 
Mstep: Class 5 contains 85182 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82678 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68328 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78077 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 91144 members 
Mstep: Class 19 contains 63666 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3810 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 82554 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 38932 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96331 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87719 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297728.000000 Penalty: 44907.519531
Iteration 379Q: 73 clusters Score -5.329773e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76587 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 85275 members 
Mstep: Class 6 contains 532 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82725 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68439 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77964 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 91447 members 
Mstep: Class 19 contains 63585 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3688 members 
Mstep: Class 28 contains 82615 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 38509 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96228 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87957 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297360.000000 Penalty: 44907.519531
Iteration 380F: 73 clusters Score -5.329736e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76386 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 4786 members 
Mstep: Class 5 contains 85328 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82735 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68556 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77909 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 91687 members 
Mstep: Class 19 contains 63509 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 82718 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 38073 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96103 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88272 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297340.000000 Penalty: 44907.519531
Iteration 381Q: 73 clusters Score -5.329734e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76190 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 85410 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82741 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68668 members 
Mstep: Class 13 contains 3072 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77840 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 18 contains 91916 members 
Mstep: Class 19 contains 63451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3752 members 
Mstep: Class 28 contains 82837 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 37608 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95993 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88574 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297128.000000 Penalty: 44907.519531
Iteration 382Q: 73 clusters Score -5.329713e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76021 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 85513 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82727 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68787 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77772 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 92121 members 
Mstep: Class 19 contains 63388 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3790 members 
Mstep: Class 28 contains 82996 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 37133 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95837 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88845 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296880.000000 Penalty: 44907.519531
Iteration 383Q: 73 clusters Score -5.329688e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75861 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 85626 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82716 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 68906 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77726 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 92294 members 
Mstep: Class 19 contains 63307 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3859 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3822 members 
Mstep: Class 28 contains 83193 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 36641 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95706 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89084 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296488.000000 Penalty: 44907.519531
Iteration 384Q: 73 clusters Score -5.329649e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75702 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 85695 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82714 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69037 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77691 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 92428 members 
Mstep: Class 19 contains 63242 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3871 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3853 members 
Mstep: Class 28 contains 83396 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 36159 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95599 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89329 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296176.000000 Penalty: 44907.519531
Iteration 385Q: 73 clusters Score -5.329618e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75572 members 
Mstep: Class 3 contains 3025 members 
Mstep: Class 4 contains 4664 members 
Mstep: Class 5 contains 85827 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82719 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69187 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77649 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 92573 members 
Mstep: Class 19 contains 63173 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3878 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 83620 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 35632 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95488 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89481 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295644.000000 Penalty: 44907.519531
Iteration 386Q: 73 clusters Score -5.329564e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75435 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 4641 members 
Mstep: Class 5 contains 85948 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82759 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69326 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77640 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4413 members 
Mstep: Class 18 contains 92666 members 
Mstep: Class 19 contains 63142 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3886 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3911 members 
Mstep: Class 28 contains 83841 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 35089 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95407 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89628 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295460.000000 Penalty: 44907.519531
Iteration 387Q: 73 clusters Score -5.329546e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75318 members 
Mstep: Class 3 contains 3116 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 86075 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82776 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69492 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77648 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 18 contains 92729 members 
Mstep: Class 19 contains 63111 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3891 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3946 members 
Mstep: Class 28 contains 83988 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 34548 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95354 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89794 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295504.000000 Penalty: 44907.519531
Iteration 388Q: 73 clusters Score -5.32955e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75182 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 4574 members 
Mstep: Class 5 contains 86207 members 
Mstep: Class 6 contains 529 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82748 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69647 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77685 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 92786 members 
Mstep: Class 19 contains 63102 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3902 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 3994 members 
Mstep: Class 28 contains 84135 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 34017 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95263 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90001 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295260.000000 Penalty: 44907.519531
Iteration 389Q: 73 clusters Score -5.329526e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75061 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 86276 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82749 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69795 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77740 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 92871 members 
Mstep: Class 19 contains 63098 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3915 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4037 members 
Mstep: Class 28 contains 84290 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 33488 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95162 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90183 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295068.000000 Penalty: 44907.519531
Iteration 390Q: 73 clusters Score -5.329507e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74946 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 86372 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 2212 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82766 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 69952 members 
Mstep: Class 13 contains 3065 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77862 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 92935 members 
Mstep: Class 19 contains 63091 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4078 members 
Mstep: Class 28 contains 84392 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 32986 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95028 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90312 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294868.000000 Penalty: 44907.519531
Iteration 391Q: 73 clusters Score -5.329487e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74827 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 86484 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82807 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70108 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 77995 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 93036 members 
Mstep: Class 19 contains 63074 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3948 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4118 members 
Mstep: Class 28 contains 84467 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 32472 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94890 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90411 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295264.000000 Penalty: 44907.519531
Iteration 392Q: 73 clusters Score -5.329526e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74728 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 86561 members 
Mstep: Class 6 contains 538 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82812 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70283 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78169 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4463 members 
Mstep: Class 18 contains 93183 members 
Mstep: Class 19 contains 63053 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4149 members 
Mstep: Class 28 contains 84564 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 31977 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94734 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90453 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294876.000000 Penalty: 44907.519531
Iteration 393Q: 73 clusters Score -5.329488e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74640 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 86593 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82829 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70481 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78348 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 93357 members 
Mstep: Class 19 contains 63005 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4175 members 
Mstep: Class 28 contains 84686 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 31503 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94518 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90523 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294664.000000 Penalty: 44907.519531
Iteration 394Q: 73 clusters Score -5.329466e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74537 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 86663 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82873 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70694 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78527 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4492 members 
Mstep: Class 18 contains 93511 members 
Mstep: Class 19 contains 63002 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4201 members 
Mstep: Class 28 contains 84789 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 30988 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94312 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90537 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294392.000000 Penalty: 44907.519531
Iteration 395Q: 73 clusters Score -5.329439e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74433 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 86656 members 
Mstep: Class 6 contains 545 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82897 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 70941 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78738 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4502 members 
Mstep: Class 18 contains 93682 members 
Mstep: Class 19 contains 62993 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3990 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4219 members 
Mstep: Class 28 contains 84888 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 30501 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94088 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90573 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294124.000000 Penalty: 44907.519531
Iteration 396Q: 73 clusters Score -5.329412e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74321 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 86631 members 
Mstep: Class 6 contains 548 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82899 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71178 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 78967 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4510 members 
Mstep: Class 18 contains 93810 members 
Mstep: Class 19 contains 62985 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3993 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 85012 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 30031 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93877 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90623 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293696.000000 Penalty: 44907.519531
Iteration 397Q: 73 clusters Score -5.32937e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74185 members 
Mstep: Class 3 contains 3649 members 
Mstep: Class 4 contains 4325 members 
Mstep: Class 5 contains 86599 members 
Mstep: Class 6 contains 549 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82923 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71396 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79212 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 93913 members 
Mstep: Class 19 contains 62982 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3996 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 85177 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29572 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93669 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90662 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293632.000000 Penalty: 44907.519531
Iteration 398Q: 73 clusters Score -5.329363e+07 nChanged 3895
Entering ConstructFrom: 
Score: -53293632.000000 Penalty: 44907.519531
Entering ConstructFrom: 
Trying to split cluster 1 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5371.824219 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -5371.824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5181.628906 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -5181.629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5230.233398 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -5230.233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5249.017090 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -5249.017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Entering Unmasked Estep 
Score: -4580690.500000 Penalty: 510.147644
	Iteration 0F: 2 clusters Score -4580690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4530638.000000 Penalty: 1020.295288
	Iteration 0F: 3 clusters Score -4530638 nChanged 36303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4552138.500000 Penalty: 1020.295288
	Iteration 1F: 3 clusters Score -4552138 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4552745.000000 Penalty: 1020.295288
	Iteration 2Q: 3 clusters Score -4552745 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4553676.000000 Penalty: 1020.295288
	Iteration 3Q: 3 clusters Score -4553676 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -4555221.000000 Penalty: 1020.295288
	Iteration 4Q: 3 clusters Score -4555221 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4557633.000000 Penalty: 1020.295288
	Iteration 5F: 3 clusters Score -4557633 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4561291.000000 Penalty: 1020.295288
	Iteration 6F: 3 clusters Score -4561291 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4566125.000000 Penalty: 1020.295288
	Iteration 7F: 3 clusters Score -4566125 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4571077.000000 Penalty: 1020.295288
	Iteration 8F: 3 clusters Score -4571077 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4574960.500000 Penalty: 1020.295288
	Iteration 9F: 3 clusters Score -4574960 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4577454.500000 Penalty: 1020.295288
	Iteration 10Q: 3 clusters Score -4577454 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4578641.000000 Penalty: 1020.295288
	Iteration 11Q: 3 clusters Score -4578641 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4579235.000000 Penalty: 1020.295288
	Iteration 12Q: 3 clusters Score -4579235 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4579525.500000 Penalty: 1020.295288
	Iteration 13Q: 3 clusters Score -4579526 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4579689.000000 Penalty: 1020.295288
	Iteration 14Q: 3 clusters Score -4579689 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4579797.000000 Penalty: 1020.295288
	Iteration 15Q: 3 clusters Score -4579797 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4579937.500000 Penalty: 1020.295288
	Iteration 16Q: 3 clusters Score -4579938 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4580035.000000 Penalty: 1020.295288
	Iteration 17Q: 3 clusters Score -4580035 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4580135.500000 Penalty: 1020.295288
	Iteration 18Q: 3 clusters Score -4580136 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4580214.000000 Penalty: 1020.295288
	Iteration 19Q: 3 clusters Score -4580214 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4580282.500000 Penalty: 1020.295288
	Iteration 20F: 3 clusters Score -4580282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4580351.500000 Penalty: 1020.295288
	Iteration 21Q: 3 clusters Score -4580352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4580384.500000 Penalty: 1020.295288
	Iteration 22Q: 3 clusters Score -4580384 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4580419.500000 Penalty: 1020.295288
	Iteration 23Q: 3 clusters Score -4580420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4580436.500000 Penalty: 1020.295288
	Iteration 24Q: 3 clusters Score -4580436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4580451.000000 Penalty: 1020.295288
	Iteration 25Q: 3 clusters Score -4580451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4580457.500000 Penalty: 1020.295288
	Iteration 26Q: 3 clusters Score -4580458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4580478.500000 Penalty: 1020.295288
	Iteration 27Q: 3 clusters Score -4580478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4580488.000000 Penalty: 1020.295288
	Iteration 28Q: 3 clusters Score -4580488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4580492.500000 Penalty: 1020.295288
	Iteration 29Q: 3 clusters Score -4580492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4580486.000000 Penalty: 1020.295288
	Iteration 30Q: 3 clusters Score -4580486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4580490.500000 Penalty: 1020.295288
	Iteration 31Q: 3 clusters Score -4580490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4580484.500000 Penalty: 1020.295288
	Iteration 32Q: 3 clusters Score -4580484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4580498.500000 Penalty: 1020.295288
	Iteration 33Q: 3 clusters Score -4580498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4580497.500000 Penalty: 1020.295288
	Iteration 34Q: 3 clusters Score -4580498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4580504.500000 Penalty: 1020.295288
	Iteration 35Q: 3 clusters Score -4580504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4580500.500000 Penalty: 1020.295288
	Iteration 36Q: 3 clusters Score -4580500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4580503.500000 Penalty: 1020.295288
	Iteration 37Q: 3 clusters Score -4580504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4580506.000000 Penalty: 1020.295288
	Iteration 38Q: 3 clusters Score -4580506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4580506.000000 Penalty: 1020.295288
	Iteration 39F: 3 clusters Score -4580506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4580503.000000 Penalty: 1020.295288
	Iteration 40F: 3 clusters Score -4580503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4580504.500000 Penalty: 1020.295288
	Iteration 41Q: 3 clusters Score -4580504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4580504.500000 Penalty: 1020.295288
	Iteration 42F: 3 clusters Score -4580504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -243052.656250 Penalty: 373.991608
	Iteration 0F: 2 clusters Score -243052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -240455.890625 Penalty: 747.983215
	Iteration 0F: 3 clusters Score -240455.9 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -241385.406250 Penalty: 747.983215
	Iteration 1F: 3 clusters Score -241385.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -241459.062500 Penalty: 747.983215
	Iteration 2Q: 3 clusters Score -241459.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -241553.000000 Penalty: 747.983215
	Iteration 3Q: 3 clusters Score -241553 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241671.984375 Penalty: 747.983215
	Iteration 4F: 3 clusters Score -241672 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -241834.796875 Penalty: 747.983215
	Iteration 5F: 3 clusters Score -241834.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -242048.625000 Penalty: 747.983215
	Iteration 6F: 3 clusters Score -242048.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -242275.375000 Penalty: 747.983215
	Iteration 7F: 3 clusters Score -242275.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -242477.031250 Penalty: 747.983215
	Iteration 8Q: 3 clusters Score -242477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -242604.109375 Penalty: 747.983215
	Iteration 9Q: 3 clusters Score -242604.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -242655.562500 Penalty: 747.983215
	Iteration 10Q: 3 clusters Score -242655.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -242672.515625 Penalty: 747.983215
	Iteration 11Q: 3 clusters Score -242672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -242680.578125 Penalty: 747.983215
	Iteration 12Q: 3 clusters Score -242680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -242686.531250 Penalty: 747.983215
	Iteration 13Q: 3 clusters Score -242686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -242694.468750 Penalty: 747.983215
	Iteration 14Q: 3 clusters Score -242694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -242699.875000 Penalty: 747.983215
	Iteration 15Q: 3 clusters Score -242699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -242711.453125 Penalty: 747.983215
	Iteration 16Q: 3 clusters Score -242711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -242718.187500 Penalty: 747.983215
	Iteration 17Q: 3 clusters Score -242718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -242720.328125 Penalty: 747.983215
	Iteration 18Q: 3 clusters Score -242720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -242721.500000 Penalty: 747.983215
	Iteration 19Q: 3 clusters Score -242721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -242721.578125 Penalty: 747.983215
	Iteration 20F: 3 clusters Score -242721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -267391.625000 Penalty: 380.743866
	Iteration 0F: 2 clusters Score -267391.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -264481.906250 Penalty: 761.487732
	Iteration 0F: 3 clusters Score -264481.9 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -265692.562500 Penalty: 761.487732
	Iteration 1F: 3 clusters Score -265692.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -265965.500000 Penalty: 761.487732
	Iteration 2F: 3 clusters Score -265965.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -266242.718750 Penalty: 761.487732
	Iteration 3F: 3 clusters Score -266242.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -266502.468750 Penalty: 761.487732
	Iteration 4F: 3 clusters Score -266502.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -266690.125000 Penalty: 761.487732
	Iteration 5F: 3 clusters Score -266690.1 nChanged 207
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: -266801.968750 Penalty: 761.487732
	Iteration 6Q: 3 clusters Score -266802 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -266869.437500 Penalty: 761.487732
	Iteration 7Q: 3 clusters Score -266869.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -266923.718750 Penalty: 761.487732
	Iteration 8Q: 3 clusters Score -266923.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -266980.156250 Penalty: 761.487732
	Iteration 9Q: 3 clusters Score -266980.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -267018.656250 Penalty: 761.487732
	Iteration 10Q: 3 clusters Score -267018.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -267063.843750 Penalty: 761.487732
	Iteration 11Q: 3 clusters Score -267063.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -267103.093750 Penalty: 761.487732
	Iteration 12Q: 3 clusters Score -267103.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -267132.281250 Penalty: 761.487732
	Iteration 13Q: 3 clusters Score -267132.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -267172.156250 Penalty: 761.487732
	Iteration 14Q: 3 clusters Score -267172.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -267206.718750 Penalty: 761.487732
	Iteration 15Q: 3 clusters Score -267206.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267231.562500 Penalty: 761.487732
	Iteration 16Q: 3 clusters Score -267231.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -267246.656250 Penalty: 761.487732
	Iteration 17Q: 3 clusters Score -267246.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -267258.562500 Penalty: 761.487732
	Iteration 18Q: 3 clusters Score -267258.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -267268.250000 Penalty: 761.487732
	Iteration 19Q: 3 clusters Score -267268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -267275.593750 Penalty: 761.487732
	Iteration 20F: 3 clusters Score -267275.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -267279.656250 Penalty: 761.487732
	Iteration 21Q: 3 clusters Score -267279.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267283.343750 Penalty: 761.487732
	Iteration 22Q: 3 clusters Score -267283.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -267287.093750 Penalty: 761.487732
	Iteration 23Q: 3 clusters Score -267287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -267287.687500 Penalty: 761.487732
	Iteration 24Q: 3 clusters Score -267287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -267290.062500 Penalty: 761.487732
	Iteration 25Q: 3 clusters Score -267290.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267296.125000 Penalty: 761.487732
	Iteration 26Q: 3 clusters Score -267296.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267302.031250 Penalty: 761.487732
	Iteration 27Q: 3 clusters Score -267302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267305.062500 Penalty: 761.487732
	Iteration 28Q: 3 clusters Score -267305.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267309.031250 Penalty: 761.487732
	Iteration 29Q: 3 clusters Score -267309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267314.062500 Penalty: 761.487732
	Iteration 30Q: 3 clusters Score -267314.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267317.500000 Penalty: 761.487732
	Iteration 31Q: 3 clusters Score -267317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267318.875000 Penalty: 761.487732
	Iteration 32Q: 3 clusters Score -267318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267319.843750 Penalty: 761.487732
	Iteration 33Q: 3 clusters Score -267319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267321.593750 Penalty: 761.487732
	Iteration 34Q: 3 clusters Score -267321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267322.906250 Penalty: 761.487732
	Iteration 35Q: 3 clusters Score -267322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -267323.281250 Penalty: 761.487732
	Iteration 36Q: 3 clusters Score -267323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267326.125000 Penalty: 761.487732
	Iteration 37Q: 3 clusters Score -267326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -267327.593750 Penalty: 761.487732
	Iteration 38Q: 3 clusters Score -267327.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -267328.625000 Penalty: 761.487732
	Iteration 39Q: 3 clusters Score -267328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267329.000000 Penalty: 761.487732
	Iteration 40F: 3 clusters Score -267329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -267330.187500 Penalty: 761.487732
	Iteration 41Q: 3 clusters Score -267330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267331.500000 Penalty: 761.487732
	Iteration 42Q: 3 clusters Score -267331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -267333.031250 Penalty: 761.487732
	Iteration 43Q: 3 clusters Score -267333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -267333.156250 Penalty: 761.487732
	Iteration 44Q: 3 clusters Score -267333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -267334.531250 Penalty: 761.487732
	Iteration 45Q: 3 clusters Score -267334.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -267336.093750 Penalty: 761.487732
	Iteration 46Q: 3 clusters Score -267336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -267337.937500 Penalty: 761.487732
	Iteration 47Q: 3 clusters Score -267337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267339.281250 Penalty: 761.487732
	Iteration 48Q: 3 clusters Score -267339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -267340.656250 Penalty: 761.487732
	Iteration 49Q: 3 clusters Score -267340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267341.750000 Penalty: 761.487732
	Iteration 50Q: 3 clusters Score -267341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267342.906250 Penalty: 761.487732
	Iteration 51Q: 3 clusters Score -267342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267343.437500 Penalty: 761.487732
	Iteration 52Q: 3 clusters Score -267343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267345.468750 Penalty: 761.487732
	Iteration 53Q: 3 clusters Score -267345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -267346.375000 Penalty: 761.487732
	Iteration 54Q: 3 clusters Score -267346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267346.968750 Penalty: 761.487732
	Iteration 55Q: 3 clusters Score -267347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -267347.250000 Penalty: 761.487732
	Iteration 56Q: 3 clusters Score -267347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267347.843750 Penalty: 761.487732
	Iteration 57Q: 3 clusters Score -267347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267347.843750 Penalty: 761.487732
	Iteration 58Q: 3 clusters Score -267347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267348.812500 Penalty: 761.487732
	Iteration 59Q: 3 clusters Score -267348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -267350.156250 Penalty: 761.487732
	Iteration 60F: 3 clusters Score -267350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -267351.343750 Penalty: 761.487732
	Iteration 61Q: 3 clusters Score -267351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -267352.125000 Penalty: 761.487732
	Iteration 62Q: 3 clusters Score -267352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -267353.000000 Penalty: 761.487732
	Iteration 63Q: 3 clusters Score -267353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267352.968750 Penalty: 761.487732
	Iteration 64Q: 3 clusters Score -267353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267353.781250 Penalty: 761.487732
	Iteration 65Q: 3 clusters Score -267353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267353.781250 Penalty: 761.487732
	Iteration 66F: 3 clusters Score -267353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Entering Unmasked Estep 
Score: -5395701.500000 Penalty: 517.277283
	Iteration 0F: 2 clusters Score -5395702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5337695.000000 Penalty: 1034.554565
	Iteration 0F: 3 clusters Score -5337695 nChanged 42452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5363679.000000 Penalty: 1034.554565
	Iteration 1F: 3 clusters Score -5363679 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5365107.500000 Penalty: 1034.554565
	Iteration 2Q: 3 clusters Score -5365108 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5367495.500000 Penalty: 1034.554565
	Iteration 3F: 3 clusters Score -5367496 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5371508.000000 Penalty: 1034.554565
	Iteration 4F: 3 clusters Score -5371508 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -5377325.500000 Penalty: 1034.554565
	Iteration 5F: 3 clusters Score -5377326 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -5382915.000000 Penalty: 1034.554565
	Iteration 6F: 3 clusters Score -5382915 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5384948.000000 Penalty: 1034.554565
	Iteration 7F: 3 clusters Score -5384948 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5385540.500000 Penalty: 1034.554565
	Iteration 8Q: 3 clusters Score -5385540 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -5385910.000000 Penalty: 1034.554565
	Iteration 9Q: 3 clusters Score -5385910 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -5386264.500000 Penalty: 1034.554565
	Iteration 10Q: 3 clusters Score -5386264 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5386703.500000 Penalty: 1034.554565
	Iteration 11Q: 3 clusters Score -5386704 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5387138.500000 Penalty: 1034.554565
	Iteration 12Q: 3 clusters Score -5387138 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -5387632.000000 Penalty: 1034.554565
	Iteration 13Q: 3 clusters Score -5387632 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -5388198.000000 Penalty: 1034.554565
	Iteration 14Q: 3 clusters Score -5388198 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5388873.500000 Penalty: 1034.554565
	Iteration 15Q: 3 clusters Score -5388874 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -5389538.000000 Penalty: 1034.554565
	Iteration 16Q: 3 clusters Score -5389538 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5390130.000000 Penalty: 1034.554565
	Iteration 17Q: 3 clusters Score -5390130 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -5390670.500000 Penalty: 1034.554565
	Iteration 18Q: 3 clusters Score -5390670 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5391019.500000 Penalty: 1034.554565
	Iteration 19Q: 3 clusters Score -5391020 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5391331.500000 Penalty: 1034.554565
	Iteration 20F: 3 clusters Score -5391332 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5391601.500000 Penalty: 1034.554565
	Iteration 21Q: 3 clusters Score -5391602 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5391764.500000 Penalty: 1034.554565
	Iteration 22Q: 3 clusters Score -5391764 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -5391878.500000 Penalty: 1034.554565
	Iteration 23Q: 3 clusters Score -5391878 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5391988.500000 Penalty: 1034.554565
	Iteration 24Q: 3 clusters Score -5391988 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -5392053.000000 Penalty: 1034.554565
	Iteration 25Q: 3 clusters Score -5392053 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5392105.500000 Penalty: 1034.554565
	Iteration 26Q: 3 clusters Score -5392106 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -5392086.500000 Penalty: 1034.554565
	Iteration 27Q: 3 clusters Score -5392086 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -5392112.500000 Penalty: 1034.554565
	Iteration 28Q: 3 clusters Score -5392112 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -5392126.500000 Penalty: 1034.554565
	Iteration 29Q: 3 clusters Score -5392126 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5392132.500000 Penalty: 1034.554565
	Iteration 30Q: 3 clusters Score -5392132 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5392151.000000 Penalty: 1034.554565
	Iteration 31Q: 3 clusters Score -5392151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -5392150.500000 Penalty: 1034.554565
	Iteration 32Q: 3 clusters Score -5392150 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5392164.500000 Penalty: 1034.554565
	Iteration 33Q: 3 clusters Score -5392164 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -5392176.500000 Penalty: 1034.554565
	Iteration 34Q: 3 clusters Score -5392176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -5392169.000000 Penalty: 1034.554565
	Iteration 35Q: 3 clusters Score -5392169 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5392171.000000 Penalty: 1034.554565
	Iteration 36Q: 3 clusters Score -5392171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5392155.500000 Penalty: 1034.554565
	Iteration 37Q: 3 clusters Score -5392156 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5392157.000000 Penalty: 1034.554565
	Iteration 38Q: 3 clusters Score -5392157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5392157.500000 Penalty: 1034.554565
	Iteration 39Q: 3 clusters Score -5392158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5392171.000000 Penalty: 1034.554565
	Iteration 40F: 3 clusters Score -5392171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -5392165.000000 Penalty: 1034.554565
	Iteration 41Q: 3 clusters Score -5392165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5392180.500000 Penalty: 1034.554565
	Iteration 42Q: 3 clusters Score -5392180 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -5392179.500000 Penalty: 1034.554565
	Iteration 43Q: 3 clusters Score -5392180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5392166 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5392174.000000 Penalty: 1034.554565
	Iteration 45Q: 3 clusters Score -5392174 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5392167.500000 Penalty: 1034.554565
	Iteration 46Q: 3 clusters Score -5392168 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5392167 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5392180 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5392189.500000 Penalty: 1034.554565
	Iteration 49Q: 3 clusters Score -5392190 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -5392204.000000 Penalty: 1034.554565
	Iteration 50Q: 3 clusters Score -5392204 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5392185.000000 Penalty: 1034.554565
	Iteration 51Q: 3 clusters Score -5392185 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5392165 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5392169 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5392163.000000 Penalty: 1034.554565
	Iteration 54Q: 3 clusters Score -5392163 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5392198.500000 Penalty: 1034.554565
	Iteration 55Q: 3 clusters Score -5392198 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5392212.500000 Penalty: 1034.554565
	Iteration 56Q: 3 clusters Score -5392212 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5392218 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5392233.500000 Penalty: 1034.554565
	Iteration 58Q: 3 clusters Score -5392234 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5392213.500000 Penalty: 1034.554565
	Iteration 59Q: 3 clusters Score -5392214 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5392245.000000 Penalty: 1034.554565
	Iteration 60F: 3 clusters Score -5392245 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5392238 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -5392207.000000 Penalty: 1034.554565
	Iteration 62Q: 3 clusters Score -5392207 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -5392183.500000 Penalty: 1034.554565
	Iteration 63Q: 3 clusters Score -5392184 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -5392192.000000 Penalty: 1034.554565
	Iteration 64Q: 3 clusters Score -5392192 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5392186 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5392183.000000 Penalty: 1034.554565
	Iteration 66Q: 3 clusters Score -5392183 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -5392189.000000 Penalty: 1034.554565
	Iteration 67Q: 3 clusters Score -5392189 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -5392177.500000 Penalty: 1034.554565
	Iteration 68Q: 3 clusters Score -5392178 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5392200 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5392192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5392198.500000 Penalty: 1034.554565
	Iteration 71Q: 3 clusters Score -5392198 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -5392208.500000 Penalty: 1034.554565
	Iteration 72Q: 3 clusters Score -5392208 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5392221.000000 Penalty: 1034.554565
	Iteration 73Q: 3 clusters Score -5392221 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -5392216.000000 Penalty: 1034.554565
	Iteration 74Q: 3 clusters Score -5392216 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5392200 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -5392204.000000 Penalty: 1034.554565
	Iteration 76Q: 3 clusters Score -5392204 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -5392199.500000 Penalty: 1034.554565
	Iteration 77Q: 3 clusters Score -5392200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5392192 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5392186 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5392173.500000 Penalty: 1034.554565
	Iteration 80F: 3 clusters Score -5392174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5392190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5392200 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5392174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -5392146.500000 Penalty: 1034.554565
	Iteration 84Q: 3 clusters Score -5392146 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -5392123.500000 Penalty: 1034.554565
	Iteration 85Q: 3 clusters Score -5392124 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -5392156.000000 Penalty: 1034.554565
	Iteration 86Q: 3 clusters Score -5392156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -5392142.500000 Penalty: 1034.554565
	Iteration 87Q: 3 clusters Score -5392142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -5392121.500000 Penalty: 1034.554565
	Iteration 88Q: 3 clusters Score -5392122 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -5392136.500000 Penalty: 1034.554565
	Iteration 89Q: 3 clusters Score -5392136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -5392135.500000 Penalty: 1034.554565
	Iteration 90Q: 3 clusters Score -5392136 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -5392116.500000 Penalty: 1034.554565
	Iteration 91Q: 3 clusters Score -5392116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -5392141.000000 Penalty: 1034.554565
	Iteration 92Q: 3 clusters Score -5392141 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5392141 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -5392133.500000 Penalty: 1034.554565
	Iteration 94Q: 3 clusters Score -5392134 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5392136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -5392140.000000 Penalty: 1034.554565
	Iteration 96Q: 3 clusters Score -5392140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -5392132.000000 Penalty: 1034.554565
	Iteration 97Q: 3 clusters Score -5392132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -5392118.500000 Penalty: 1034.554565
	Iteration 98Q: 3 clusters Score -5392118 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -5392127.000000 Penalty: 1034.554565
	Iteration 99Q: 3 clusters Score -5392127 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -5392130.000000 Penalty: 1034.554565
	Iteration 100F: 3 clusters Score -5392130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -5392126.000000 Penalty: 1034.554565
	Iteration 101Q: 3 clusters Score -5392126 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -5392107.000000 Penalty: 1034.554565
	Iteration 102Q: 3 clusters Score -5392107 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5392106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5392106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -5392096.000000 Penalty: 1034.554565
	Iteration 105Q: 3 clusters Score -5392096 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -5392089.000000 Penalty: 1034.554565
	Iteration 106Q: 3 clusters Score -5392089 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -5392073.500000 Penalty: 1034.554565
	Iteration 107Q: 3 clusters Score -5392074 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5392088 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -5392090.000000 Penalty: 1034.554565
	Iteration 109Q: 3 clusters Score -5392090 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5392088 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5392107 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -5392128.000000 Penalty: 1034.554565
	Iteration 112Q: 3 clusters Score -5392128 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -5392137.000000 Penalty: 1034.554565
	Iteration 113Q: 3 clusters Score -5392137 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -5392145.000000 Penalty: 1034.554565
	Iteration 114Q: 3 clusters Score -5392145 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5392146 nChanged 254
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Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -5392152.500000 Penalty: 1034.554565
	Iteration 116Q: 3 clusters Score -5392152 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5392136 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -5392129.500000 Penalty: 1034.554565
	Iteration 118Q: 3 clusters Score -5392130 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -5392144.500000 Penalty: 1034.554565
	Iteration 119Q: 3 clusters Score -5392144 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -5392161.500000 Penalty: 1034.554565
	Iteration 120F: 3 clusters Score -5392162 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5392150 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5392184 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5392177 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5392176 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5392239 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5392275 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -5392319.500000 Penalty: 1034.554565
	Iteration 136Q: 3 clusters Score -5392320 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5392344 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5392388 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5392392 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -5392446.500000 Penalty: 1034.554565
	Iteration 140F: 3 clusters Score -5392446 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5392442 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5392472 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5392465 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -5392506.500000 Penalty: 1034.554565
	Iteration 144Q: 3 clusters Score -5392506 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5392502 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5392526 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5392563 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5392574 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5392594 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5392631 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5392663 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5392697 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -5392761.500000 Penalty: 1034.554565
	Iteration 153Q: 3 clusters Score -5392762 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5392803 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5392859 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5392918 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5392989 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5393049 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -5393158.000000 Penalty: 1034.554565
	Iteration 159Q: 3 clusters Score -5393158 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -5393299.500000 Penalty: 1034.554565
	Iteration 160F: 3 clusters Score -5393300 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5393406 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5393480 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5393580 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5393666 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5393747 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -5393828.500000 Penalty: 1034.554565
	Iteration 166Q: 3 clusters Score -5393828 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -5393909.500000 Penalty: 1034.554565
	Iteration 167Q: 3 clusters Score -5393910 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5393972 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -5394019.000000 Penalty: 1034.554565
	Iteration 169Q: 3 clusters Score -5394019 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5394087 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -5394162.000000 Penalty: 1034.554565
	Iteration 171Q: 3 clusters Score -5394162 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -5394245.500000 Penalty: 1034.554565
	Iteration 172Q: 3 clusters Score -5394246 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5394280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5394320 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5394369 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -5394402.000000 Penalty: 1034.554565
	Iteration 176Q: 3 clusters Score -5394402 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -5394439.000000 Penalty: 1034.554565
	Iteration 177Q: 3 clusters Score -5394439 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5394470 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5394544 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -5394563.500000 Penalty: 1034.554565
	Iteration 180F: 3 clusters Score -5394564 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -5394617.500000 Penalty: 1034.554565
	Iteration 181Q: 3 clusters Score -5394618 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -5394666.500000 Penalty: 1034.554565
	Iteration 182Q: 3 clusters Score -5394666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -5394704.000000 Penalty: 1034.554565
	Iteration 183Q: 3 clusters Score -5394704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -5394755.000000 Penalty: 1034.554565
	Iteration 184Q: 3 clusters Score -5394755 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -5394802.500000 Penalty: 1034.554565
	Iteration 185Q: 3 clusters Score -5394802 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5394857 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -5394895.500000 Penalty: 1034.554565
	Iteration 187Q: 3 clusters Score -5394896 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -5394935.500000 Penalty: 1034.554565
	Iteration 188Q: 3 clusters Score -5394936 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -5394955.000000 Penalty: 1034.554565
	Iteration 189Q: 3 clusters Score -5394955 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -5394997.500000 Penalty: 1034.554565
	Iteration 190Q: 3 clusters Score -5394998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -5395012.500000 Penalty: 1034.554565
	Iteration 191Q: 3 clusters Score -5395012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -5395027.500000 Penalty: 1034.554565
	Iteration 192Q: 3 clusters Score -5395028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -5395052.500000 Penalty: 1034.554565
	Iteration 193Q: 3 clusters Score -5395052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5395084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -5395121.000000 Penalty: 1034.554565
	Iteration 195Q: 3 clusters Score -5395121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -5395146.500000 Penalty: 1034.554565
	Iteration 196Q: 3 clusters Score -5395146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -5395156.000000 Penalty: 1034.554565
	Iteration 197Q: 3 clusters Score -5395156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -5395186.000000 Penalty: 1034.554565
	Iteration 198Q: 3 clusters Score -5395186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -5395202.500000 Penalty: 1034.554565
	Iteration 199Q: 3 clusters Score -5395202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -5395211.500000 Penalty: 1034.554565
	Iteration 200F: 3 clusters Score -5395212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -5395226.000000 Penalty: 1034.554565
	Iteration 201Q: 3 clusters Score -5395226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -5395236.000000 Penalty: 1034.554565
	Iteration 202Q: 3 clusters Score -5395236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -5395252.000000 Penalty: 1034.554565
	Iteration 203Q: 3 clusters Score -5395252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -5395257.000000 Penalty: 1034.554565
	Iteration 204Q: 3 clusters Score -5395257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -5395264.000000 Penalty: 1034.554565
	Iteration 205Q: 3 clusters Score -5395264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -5395270.000000 Penalty: 1034.554565
	Iteration 206Q: 3 clusters Score -5395270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -5395279.000000 Penalty: 1034.554565
	Iteration 207Q: 3 clusters Score -5395279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -5395282.500000 Penalty: 1034.554565
	Iteration 208Q: 3 clusters Score -5395282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -5395288.500000 Penalty: 1034.554565
	Iteration 209Q: 3 clusters Score -5395288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -5395290.000000 Penalty: 1034.554565
	Iteration 210Q: 3 clusters Score -5395290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -5395299.000000 Penalty: 1034.554565
	Iteration 211Q: 3 clusters Score -5395299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -5395302.500000 Penalty: 1034.554565
	Iteration 212Q: 3 clusters Score -5395302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -5395311.000000 Penalty: 1034.554565
	Iteration 213Q: 3 clusters Score -5395311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -5395316.500000 Penalty: 1034.554565
	Iteration 214Q: 3 clusters Score -5395316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -5395317.500000 Penalty: 1034.554565
	Iteration 215Q: 3 clusters Score -5395318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -5395322.000000 Penalty: 1034.554565
	Iteration 216Q: 3 clusters Score -5395322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -5395322.000000 Penalty: 1034.554565
	Iteration 217Q: 3 clusters Score -5395322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -5395321.500000 Penalty: 1034.554565
	Iteration 218Q: 3 clusters Score -5395322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -5395328.000000 Penalty: 1034.554565
	Iteration 219Q: 3 clusters Score -5395328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -5395328.500000 Penalty: 1034.554565
	Iteration 220F: 3 clusters Score -5395328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -5395330.500000 Penalty: 1034.554565
	Iteration 221Q: 3 clusters Score -5395330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -5395328.500000 Penalty: 1034.554565
	Iteration 222Q: 3 clusters Score -5395328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -5395332.500000 Penalty: 1034.554565
	Iteration 223Q: 3 clusters Score -5395332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -5395333.500000 Penalty: 1034.554565
	Iteration 224Q: 3 clusters Score -5395334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -5395328.500000 Penalty: 1034.554565
	Iteration 225Q: 3 clusters Score -5395328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -5395334.500000 Penalty: 1034.554565
	Iteration 226Q: 3 clusters Score -5395334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -5395331.000000 Penalty: 1034.554565
	Iteration 227Q: 3 clusters Score -5395331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -5395331.000000 Penalty: 1034.554565
	Iteration 228Q: 3 clusters Score -5395331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -5395331.000000 Penalty: 1034.554565
	Iteration 229F: 3 clusters Score -5395331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -32386.273438 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -32386.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31871.679688 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -31871.68 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32002.664062 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -32002.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32038.242188 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -32038.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32077.679688 Penalty: 574.532898
	Iteration 3Q: 3 clusters Score -32077.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32108.718750 Penalty: 574.532898
	Iteration 4F: 3 clusters Score -32108.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32129.486328 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -32129.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32148.339844 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -32148.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32176.353516 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -32176.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32205.355469 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -32205.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32231.433594 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -32231.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32248.644531 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -32248.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32266.800781 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -32266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -32276.876953 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -32276.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -32283.095703 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -32283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32286.958984 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -32286.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32288.480469 Penalty: 574.532898
	Iteration 15Q: 3 clusters Score -32288.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -32288.751953 Penalty: 574.532898
	Iteration 16Q: 3 clusters Score -32288.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -32293.046875 Penalty: 574.532898
	Iteration 17F: 3 clusters Score -32293.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32294.500000 Penalty: 574.532898
	Iteration 18Q: 3 clusters Score -32294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -32294.816406 Penalty: 574.532898
	Iteration 19Q: 3 clusters Score -32294.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -32294.816406 Penalty: 574.532898
	Iteration 20F: 3 clusters Score -32294.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -127895.492188 Penalty: 348.320282
	Iteration 0F: 2 clusters Score -127895.5 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 1049 members 
Entering Unmasked Estep 
Score: -126415.703125 Penalty: 696.640564
	Iteration 0F: 3 clusters Score -126415.7 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126988.273438 Penalty: 696.640564
	Iteration 1F: 3 clusters Score -126988.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -127075.523438 Penalty: 696.640564
	Iteration 2F: 3 clusters Score -127075.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -127163.218750 Penalty: 696.640564
	Iteration 3F: 3 clusters Score -127163.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -127227.781250 Penalty: 696.640564
	Iteration 4Q: 3 clusters Score -127227.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127275.203125 Penalty: 696.640564
	Iteration 5Q: 3 clusters Score -127275.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127305.335938 Penalty: 696.640564
	Iteration 6Q: 3 clusters Score -127305.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -127334.210938 Penalty: 696.640564
	Iteration 7Q: 3 clusters Score -127334.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -127356.070312 Penalty: 696.640564
	Iteration 8Q: 3 clusters Score -127356.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -127371.578125 Penalty: 696.640564
	Iteration 9Q: 3 clusters Score -127371.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -127386.914062 Penalty: 696.640564
	Iteration 10Q: 3 clusters Score -127386.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127403.984375 Penalty: 696.640564
	Iteration 11Q: 3 clusters Score -127404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127428.695312 Penalty: 696.640564
	Iteration 12Q: 3 clusters Score -127428.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127454.484375 Penalty: 696.640564
	Iteration 13Q: 3 clusters Score -127454.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127475.125000 Penalty: 696.640564
	Iteration 14Q: 3 clusters Score -127475.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127493.093750 Penalty: 696.640564
	Iteration 15Q: 3 clusters Score -127493.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127515.843750 Penalty: 696.640564
	Iteration 16Q: 3 clusters Score -127515.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127532.460938 Penalty: 696.640564
	Iteration 17Q: 3 clusters Score -127532.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -127562.468750 Penalty: 696.640564
	Iteration 18Q: 3 clusters Score -127562.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -127595.640625 Penalty: 696.640564
	Iteration 19Q: 3 clusters Score -127595.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -127642.960938 Penalty: 696.640564
	Iteration 20F: 3 clusters Score -127643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -127666.492188 Penalty: 696.640564
	Iteration 21Q: 3 clusters Score -127666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -127676.523438 Penalty: 696.640564
	Iteration 22Q: 3 clusters Score -127676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -127679.734375 Penalty: 696.640564
	Iteration 23Q: 3 clusters Score -127679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -127681.132812 Penalty: 696.640564
	Iteration 24Q: 3 clusters Score -127681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -127681.617188 Penalty: 696.640564
	Iteration 25Q: 3 clusters Score -127681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -127682.476562 Penalty: 696.640564
	Iteration 26Q: 3 clusters Score -127682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -127682.476562 Penalty: 696.640564
	Iteration 27F: 3 clusters Score -127682.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 88 members 
Entering Unmasked Estep 
Score: -9750.261719 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9750.262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9828.518555 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9828.519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9854.697266 Penalty: 468.421997
	Iteration 2Q: 3 clusters Score -9854.697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9876.514648 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -9876.515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9886.293945 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -9886.294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9918.795898 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -9918.796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9935.603516 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -9935.604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9966.449219 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -9966.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9972.571289 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -9972.571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9983.677734 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -9983.678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9988.270508 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -9988.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9988.927734 Penalty: 468.421997
	Iteration 11Q: 3 clusters Score -9988.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9988.927734 Penalty: 468.421997
	Iteration 12F: 3 clusters Score -9988.928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Entering Unmasked Estep 
Score: -5172378.500000 Penalty: 515.327209
	Iteration 0F: 2 clusters Score -5172378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5116845.000000 Penalty: 1030.654419
	Iteration 0F: 3 clusters Score -5116845 nChanged 40587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -5140971.500000 Penalty: 1030.654419
	Iteration 1F: 3 clusters Score -5140972 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -5141832.000000 Penalty: 1030.654419
	Iteration 2Q: 3 clusters Score -5141832 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -5143355.500000 Penalty: 1030.654419
	Iteration 3Q: 3 clusters Score -5143356 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -5146300.500000 Penalty: 1030.654419
	Iteration 4F: 3 clusters Score -5146300 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -5151396.500000 Penalty: 1030.654419
	Iteration 5F: 3 clusters Score -5151396 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -5158164.000000 Penalty: 1030.654419
	Iteration 6F: 3 clusters Score -5158164 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -5164667.500000 Penalty: 1030.654419
	Iteration 7F: 3 clusters Score -5164668 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -5169442.000000 Penalty: 1030.654419
	Iteration 8F: 3 clusters Score -5169442 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -5171304.500000 Penalty: 1030.654419
	Iteration 9Q: 3 clusters Score -5171304 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -5171753.500000 Penalty: 1030.654419
	Iteration 10Q: 3 clusters Score -5171754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -5171872.000000 Penalty: 1030.654419
	Iteration 11Q: 3 clusters Score -5171872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -5171898.500000 Penalty: 1030.654419
	Iteration 12Q: 3 clusters Score -5171898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -5171915.000000 Penalty: 1030.654419
	Iteration 13Q: 3 clusters Score -5171915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -5171916.000000 Penalty: 1030.654419
	Iteration 14Q: 3 clusters Score -5171916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -5171916.000000 Penalty: 1030.654419
	Iteration 15F: 3 clusters Score -5171916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 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 304 members 
Entering Unmasked Estep 
Score: -37544.804688 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37544.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37819.000000 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37932.015625 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37932.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37991.636719 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -37991.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38034.972656 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -38034.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38062.042969 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -38062.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38068.644531 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38068.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38073.847656 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38073.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38083.984375 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38083.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38097.058594 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38097.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38120.066406 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38120.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38136.906250 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38136.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38142.109375 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38142.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38145.015625 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38145.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38146.085938 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -38146.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38146.085938 Penalty: 586.126160
	Iteration 15F: 3 clusters Score -38146.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 332 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 295 members 
Entering Unmasked Estep 
Score: -53293156.000000 Penalty: 45531.234375
Splitting cluster 10 changes total score from -53293632.000000 to -53293156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 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 154 members 
Entering Unmasked Estep 
Score: -18239.052734 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18239.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18328.794922 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18328.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18355.160156 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18355.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18368.255859 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18368.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18383.441406 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18383.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18400.988281 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18400.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18406.582031 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18406.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18410.378906 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18410.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18417.607422 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18417.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18428.841797 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18428.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18432.013672 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18432.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18433.462891 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18433.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18433.822266 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18433.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18433.822266 Penalty: 517.822693
	Iteration 13F: 3 clusters Score -18433.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Entering Unmasked Estep 
Score: -4395652.500000 Penalty: 508.641510
	Iteration 0F: 2 clusters Score -4395652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4347414.000000 Penalty: 1017.283020
	Iteration 0F: 3 clusters Score -4347414 nChanged 34818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -4369681.500000 Penalty: 1017.283020
	Iteration 1F: 3 clusters Score -4369682 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -4371295.000000 Penalty: 1017.283020
	Iteration 2F: 3 clusters Score -4371295 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4373556.500000 Penalty: 1017.283020
	Iteration 3F: 3 clusters Score -4373556 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -4376666.500000 Penalty: 1017.283020
	Iteration 4F: 3 clusters Score -4376666 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -4380441.000000 Penalty: 1017.283020
	Iteration 5F: 3 clusters Score -4380441 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -4383851.000000 Penalty: 1017.283020
	Iteration 6F: 3 clusters Score -4383851 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -4386362.500000 Penalty: 1017.283020
	Iteration 7Q: 3 clusters Score -4386362 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -4387965.000000 Penalty: 1017.283020
	Iteration 8Q: 3 clusters Score -4387965 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -4389057.000000 Penalty: 1017.283020
	Iteration 9Q: 3 clusters Score -4389057 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -4389962.500000 Penalty: 1017.283020
	Iteration 10Q: 3 clusters Score -4389962 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -4390858.000000 Penalty: 1017.283020
	Iteration 11Q: 3 clusters Score -4390858 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -4391693.000000 Penalty: 1017.283020
	Iteration 12Q: 3 clusters Score -4391693 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -4392423.000000 Penalty: 1017.283020
	Iteration 13Q: 3 clusters Score -4392423 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -4393133.000000 Penalty: 1017.283020
	Iteration 14Q: 3 clusters Score -4393133 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -4393756.500000 Penalty: 1017.283020
	Iteration 15Q: 3 clusters Score -4393756 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -4394264.000000 Penalty: 1017.283020
	Iteration 16Q: 3 clusters Score -4394264 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -4394617.000000 Penalty: 1017.283020
	Iteration 17Q: 3 clusters Score -4394617 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -4394844.500000 Penalty: 1017.283020
	Iteration 18Q: 3 clusters Score -4394844 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -4394974.000000 Penalty: 1017.283020
	Iteration 19Q: 3 clusters Score -4394974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -4395064.000000 Penalty: 1017.283020
	Iteration 20F: 3 clusters Score -4395064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -4395116.000000 Penalty: 1017.283020
	Iteration 21Q: 3 clusters Score -4395116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -4395145.500000 Penalty: 1017.283020
	Iteration 22Q: 3 clusters Score -4395146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -4395171.500000 Penalty: 1017.283020
	Iteration 23Q: 3 clusters Score -4395172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -4395182.500000 Penalty: 1017.283020
	Iteration 24Q: 3 clusters Score -4395182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -4395190.000000 Penalty: 1017.283020
	Iteration 25Q: 3 clusters Score -4395190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -4395193.000000 Penalty: 1017.283020
	Iteration 26Q: 3 clusters Score -4395193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -4395195.500000 Penalty: 1017.283020
	Iteration 27Q: 3 clusters Score -4395196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -4395195.000000 Penalty: 1017.283020
	Iteration 28Q: 3 clusters Score -4395195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -4395196.000000 Penalty: 1017.283020
	Iteration 29Q: 3 clusters Score -4395196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -4395194.000000 Penalty: 1017.283020
	Iteration 30Q: 3 clusters Score -4395194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -4395194.000000 Penalty: 1017.283020
	Iteration 31Q: 3 clusters Score -4395194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -4395197.500000 Penalty: 1017.283020
	Iteration 32Q: 3 clusters Score -4395198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -4395198.000000 Penalty: 1017.283020
	Iteration 33Q: 3 clusters Score -4395198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -4395197.000000 Penalty: 1017.283020
	Iteration 34Q: 3 clusters Score -4395197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -4395197.000000 Penalty: 1017.283020
	Iteration 35F: 3 clusters Score -4395197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -183369.671875 Penalty: 363.648224
	Iteration 0F: 2 clusters Score -183369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -181311.171875 Penalty: 727.296448
	Iteration 0F: 3 clusters Score -181311.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -182039.828125 Penalty: 727.296448
	Iteration 1F: 3 clusters Score -182039.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182196.531250 Penalty: 727.296448
	Iteration 2F: 3 clusters Score -182196.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182395.093750 Penalty: 727.296448
	Iteration 3F: 3 clusters Score -182395.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -182631.671875 Penalty: 727.296448
	Iteration 4F: 3 clusters Score -182631.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -182870.437500 Penalty: 727.296448
	Iteration 5F: 3 clusters Score -182870.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -183034.296875 Penalty: 727.296448
	Iteration 6Q: 3 clusters Score -183034.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -183104.406250 Penalty: 727.296448
	Iteration 7Q: 3 clusters Score -183104.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -183147.078125 Penalty: 727.296448
	Iteration 8Q: 3 clusters Score -183147.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -183165.578125 Penalty: 727.296448
	Iteration 9Q: 3 clusters Score -183165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -183177.156250 Penalty: 727.296448
	Iteration 10Q: 3 clusters Score -183177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -183183.515625 Penalty: 727.296448
	Iteration 11Q: 3 clusters Score -183183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -183190.093750 Penalty: 727.296448
	Iteration 12Q: 3 clusters Score -183190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -183193.359375 Penalty: 727.296448
	Iteration 13Q: 3 clusters Score -183193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -183198.906250 Penalty: 727.296448
	Iteration 14Q: 3 clusters Score -183198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -183201.921875 Penalty: 727.296448
	Iteration 15Q: 3 clusters Score -183201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -183204.562500 Penalty: 727.296448
	Iteration 16Q: 3 clusters Score -183204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -183206.406250 Penalty: 727.296448
	Iteration 17Q: 3 clusters Score -183206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -183207.312500 Penalty: 727.296448
	Iteration 18Q: 3 clusters Score -183207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -183208.812500 Penalty: 727.296448
	Iteration 19Q: 3 clusters Score -183208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -183210.921875 Penalty: 727.296448
	Iteration 20F: 3 clusters Score -183210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -183212.203125 Penalty: 727.296448
	Iteration 21Q: 3 clusters Score -183212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -183212.468750 Penalty: 727.296448
	Iteration 22Q: 3 clusters Score -183212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -183212.468750 Penalty: 727.296448
	Iteration 23F: 3 clusters Score -183212.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82169.804688 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82169.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -82623.203125 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82623.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82767.804688 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82767.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82864.187500 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -82864.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -82932.578125 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -82932.58 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -82969.789062 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -82969.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -83005.539062 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -83005.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -83048.398438 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83048.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -83075.351562 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83075.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -83084.968750 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83084.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -83090.117188 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83090.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -83093.453125 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83093.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -83094.562500 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83094.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -83095.101562 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -83095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -83095.359375 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -83095.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -83095.359375 Penalty: 651.919128
	Iteration 15F: 3 clusters Score -83095.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Entering Unmasked Estep 
Score: -4983856.000000 Penalty: 513.362000
	Iteration 0F: 2 clusters Score -4983856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4930447.000000 Penalty: 1026.723999
	Iteration 0F: 3 clusters Score -4930447 nChanged 38767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4954092.000000 Penalty: 1026.723999
	Iteration 1F: 3 clusters Score -4954092 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4955354.500000 Penalty: 1026.723999
	Iteration 2Q: 3 clusters Score -4955354 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -4957452.000000 Penalty: 1026.723999
	Iteration 3Q: 3 clusters Score -4957452 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4961073.500000 Penalty: 1026.723999
	Iteration 4F: 3 clusters Score -4961074 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4966078.500000 Penalty: 1026.723999
	Iteration 5F: 3 clusters Score -4966078 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4970478.000000 Penalty: 1026.723999
	Iteration 6F: 3 clusters Score -4970478 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4972356.000000 Penalty: 1026.723999
	Iteration 7F: 3 clusters Score -4972356 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4972905.500000 Penalty: 1026.723999
	Iteration 8Q: 3 clusters Score -4972906 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -4973176.500000 Penalty: 1026.723999
	Iteration 9Q: 3 clusters Score -4973176 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4973390.000000 Penalty: 1026.723999
	Iteration 10Q: 3 clusters Score -4973390 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -4973580.000000 Penalty: 1026.723999
	Iteration 11Q: 3 clusters Score -4973580 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4973742.500000 Penalty: 1026.723999
	Iteration 12Q: 3 clusters Score -4973742 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -4973925.500000 Penalty: 1026.723999
	Iteration 13Q: 3 clusters Score -4973926 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4974073.000000 Penalty: 1026.723999
	Iteration 14Q: 3 clusters Score -4974073 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -4974264.000000 Penalty: 1026.723999
	Iteration 15Q: 3 clusters Score -4974264 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4974427.000000 Penalty: 1026.723999
	Iteration 16Q: 3 clusters Score -4974427 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4974607.500000 Penalty: 1026.723999
	Iteration 17Q: 3 clusters Score -4974608 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4974778.500000 Penalty: 1026.723999
	Iteration 18Q: 3 clusters Score -4974778 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -4974913.000000 Penalty: 1026.723999
	Iteration 19Q: 3 clusters Score -4974913 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -4975061.000000 Penalty: 1026.723999
	Iteration 20F: 3 clusters Score -4975061 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -4975252.000000 Penalty: 1026.723999
	Iteration 21Q: 3 clusters Score -4975252 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4975335.000000 Penalty: 1026.723999
	Iteration 22Q: 3 clusters Score -4975335 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4975471.000000 Penalty: 1026.723999
	Iteration 23Q: 3 clusters Score -4975471 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4975583.000000 Penalty: 1026.723999
	Iteration 24Q: 3 clusters Score -4975583 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4975667.500000 Penalty: 1026.723999
	Iteration 25Q: 3 clusters Score -4975668 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4975764.500000 Penalty: 1026.723999
	Iteration 26Q: 3 clusters Score -4975764 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4975842.500000 Penalty: 1026.723999
	Iteration 27Q: 3 clusters Score -4975842 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4975893.000000 Penalty: 1026.723999
	Iteration 28Q: 3 clusters Score -4975893 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4975922.500000 Penalty: 1026.723999
	Iteration 29Q: 3 clusters Score -4975922 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4975973.500000 Penalty: 1026.723999
	Iteration 30Q: 3 clusters Score -4975974 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4976016.500000 Penalty: 1026.723999
	Iteration 31Q: 3 clusters Score -4976016 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4976069.500000 Penalty: 1026.723999
	Iteration 32Q: 3 clusters Score -4976070 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -4976108.500000 Penalty: 1026.723999
	Iteration 33Q: 3 clusters Score -4976108 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4976176.500000 Penalty: 1026.723999
	Iteration 34Q: 3 clusters Score -4976176 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4976203.000000 Penalty: 1026.723999
	Iteration 35Q: 3 clusters Score -4976203 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4976220.500000 Penalty: 1026.723999
	Iteration 36Q: 3 clusters Score -4976220 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4976237.500000 Penalty: 1026.723999
	Iteration 37Q: 3 clusters Score -4976238 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4976261.000000 Penalty: 1026.723999
	Iteration 38Q: 3 clusters Score -4976261 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4976336.500000 Penalty: 1026.723999
	Iteration 39Q: 3 clusters Score -4976336 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4976378.500000 Penalty: 1026.723999
	Iteration 40F: 3 clusters Score -4976378 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4976441.500000 Penalty: 1026.723999
	Iteration 41Q: 3 clusters Score -4976442 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4976468.000000 Penalty: 1026.723999
	Iteration 42Q: 3 clusters Score -4976468 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4976524.500000 Penalty: 1026.723999
	Iteration 43Q: 3 clusters Score -4976524 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4976587.500000 Penalty: 1026.723999
	Iteration 44Q: 3 clusters Score -4976588 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4976634.500000 Penalty: 1026.723999
	Iteration 45Q: 3 clusters Score -4976634 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4976700.000000 Penalty: 1026.723999
	Iteration 46Q: 3 clusters Score -4976700 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4976780.500000 Penalty: 1026.723999
	Iteration 47Q: 3 clusters Score -4976780 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4976809.500000 Penalty: 1026.723999
	Iteration 48Q: 3 clusters Score -4976810 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4976882.000000 Penalty: 1026.723999
	Iteration 49Q: 3 clusters Score -4976882 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4976966.000000 Penalty: 1026.723999
	Iteration 50Q: 3 clusters Score -4976966 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -4977039.000000 Penalty: 1026.723999
	Iteration 51Q: 3 clusters Score -4977039 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4977136.000000 Penalty: 1026.723999
	Iteration 52Q: 3 clusters Score -4977136 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4977232.500000 Penalty: 1026.723999
	Iteration 53Q: 3 clusters Score -4977232 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4977369.500000 Penalty: 1026.723999
	Iteration 54Q: 3 clusters Score -4977370 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4977472.000000 Penalty: 1026.723999
	Iteration 55Q: 3 clusters Score -4977472 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4977605.500000 Penalty: 1026.723999
	Iteration 56Q: 3 clusters Score -4977606 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4977769.000000 Penalty: 1026.723999
	Iteration 57Q: 3 clusters Score -4977769 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4977949.000000 Penalty: 1026.723999
	Iteration 58Q: 3 clusters Score -4977949 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4978110.500000 Penalty: 1026.723999
	Iteration 59Q: 3 clusters Score -4978110 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4978296.500000 Penalty: 1026.723999
	Iteration 60F: 3 clusters Score -4978296 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4978515.500000 Penalty: 1026.723999
	Iteration 61Q: 3 clusters Score -4978516 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4978775.500000 Penalty: 1026.723999
	Iteration 62Q: 3 clusters Score -4978776 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -4978990.500000 Penalty: 1026.723999
	Iteration 63Q: 3 clusters Score -4978990 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4979226.500000 Penalty: 1026.723999
	Iteration 64Q: 3 clusters Score -4979226 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4979453.000000 Penalty: 1026.723999
	Iteration 65Q: 3 clusters Score -4979453 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -4979721.500000 Penalty: 1026.723999
	Iteration 66Q: 3 clusters Score -4979722 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4980004.500000 Penalty: 1026.723999
	Iteration 67Q: 3 clusters Score -4980004 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4980265.500000 Penalty: 1026.723999
	Iteration 68Q: 3 clusters Score -4980266 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4980536.000000 Penalty: 1026.723999
	Iteration 69Q: 3 clusters Score -4980536 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4980852.000000 Penalty: 1026.723999
	Iteration 70Q: 3 clusters Score -4980852 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4981109.000000 Penalty: 1026.723999
	Iteration 71Q: 3 clusters Score -4981109 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -4981360.500000 Penalty: 1026.723999
	Iteration 72Q: 3 clusters Score -4981360 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4981635.000000 Penalty: 1026.723999
	Iteration 73Q: 3 clusters Score -4981635 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4981861.500000 Penalty: 1026.723999
	Iteration 74Q: 3 clusters Score -4981862 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4982057.500000 Penalty: 1026.723999
	Iteration 75Q: 3 clusters Score -4982058 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4982233.000000 Penalty: 1026.723999
	Iteration 76Q: 3 clusters Score -4982233 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4982411.000000 Penalty: 1026.723999
	Iteration 77Q: 3 clusters Score -4982411 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4982594.000000 Penalty: 1026.723999
	Iteration 78Q: 3 clusters Score -4982594 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4982785.500000 Penalty: 1026.723999
	Iteration 79Q: 3 clusters Score -4982786 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4982965.000000 Penalty: 1026.723999
	Iteration 80F: 3 clusters Score -4982965 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4983068.500000 Penalty: 1026.723999
	Iteration 81Q: 3 clusters Score -4983068 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4983176.000000 Penalty: 1026.723999
	Iteration 82Q: 3 clusters Score -4983176 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4983258.500000 Penalty: 1026.723999
	Iteration 83Q: 3 clusters Score -4983258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4983314.000000 Penalty: 1026.723999
	Iteration 84Q: 3 clusters Score -4983314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4983344.500000 Penalty: 1026.723999
	Iteration 85Q: 3 clusters Score -4983344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4983397.500000 Penalty: 1026.723999
	Iteration 86Q: 3 clusters Score -4983398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4983430.500000 Penalty: 1026.723999
	Iteration 87Q: 3 clusters Score -4983430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4983461.500000 Penalty: 1026.723999
	Iteration 88Q: 3 clusters Score -4983462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4983472.500000 Penalty: 1026.723999
	Iteration 89Q: 3 clusters Score -4983472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4983486.500000 Penalty: 1026.723999
	Iteration 90Q: 3 clusters Score -4983486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4983501.000000 Penalty: 1026.723999
	Iteration 91Q: 3 clusters Score -4983501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4983512.000000 Penalty: 1026.723999
	Iteration 92Q: 3 clusters Score -4983512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4983524.000000 Penalty: 1026.723999
	Iteration 93Q: 3 clusters Score -4983524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4983531.500000 Penalty: 1026.723999
	Iteration 94Q: 3 clusters Score -4983532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4983533.000000 Penalty: 1026.723999
	Iteration 95Q: 3 clusters Score -4983533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4983539.500000 Penalty: 1026.723999
	Iteration 96Q: 3 clusters Score -4983540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4983538.500000 Penalty: 1026.723999
	Iteration 97Q: 3 clusters Score -4983538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4983540.500000 Penalty: 1026.723999
	Iteration 98Q: 3 clusters Score -4983540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4983539.500000 Penalty: 1026.723999
	Iteration 99Q: 3 clusters Score -4983540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4983549.500000 Penalty: 1026.723999
	Iteration 100F: 3 clusters Score -4983550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4983551.500000 Penalty: 1026.723999
	Iteration 101Q: 3 clusters Score -4983552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4983551.000000 Penalty: 1026.723999
	Iteration 102Q: 3 clusters Score -4983551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4983553.000000 Penalty: 1026.723999
	Iteration 103Q: 3 clusters Score -4983553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4983552.500000 Penalty: 1026.723999
	Iteration 104Q: 3 clusters Score -4983552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4983551.000000 Penalty: 1026.723999
	Iteration 105Q: 3 clusters Score -4983551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4983547.000000 Penalty: 1026.723999
	Iteration 106Q: 3 clusters Score -4983547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4983547.000000 Penalty: 1026.723999
	Iteration 107Q: 3 clusters Score -4983547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4983551.000000 Penalty: 1026.723999
	Iteration 108Q: 3 clusters Score -4983551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4983551.000000 Penalty: 1026.723999
	Iteration 109F: 3 clusters Score -4983551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -10310.251953 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -10310.25 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 119 members 
Entering Unmasked Estep 
Score: -10017.551758 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -10017.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10180.070312 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -10180.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10203.464844 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -10203.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10214.329102 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -10214.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10222.583008 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -10222.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10226.984375 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -10226.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10226.984375 Penalty: 491.643646
	Iteration 6F: 3 clusters Score -10226.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -273042.843750 Penalty: 383.000519
	Iteration 0F: 2 clusters Score -273042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -269971.781250 Penalty: 766.001038
	Iteration 0F: 3 clusters Score -269971.8 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -271080.500000 Penalty: 766.001038
	Iteration 1F: 3 clusters Score -271080.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -271148.000000 Penalty: 766.001038
	Iteration 2Q: 3 clusters Score -271148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -271211.437500 Penalty: 766.001038
	Iteration 3Q: 3 clusters Score -271211.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -271278.968750 Penalty: 766.001038
	Iteration 4Q: 3 clusters Score -271279 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -271347.875000 Penalty: 766.001038
	Iteration 5Q: 3 clusters Score -271347.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -271437.375000 Penalty: 766.001038
	Iteration 6Q: 3 clusters Score -271437.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -271533.843750 Penalty: 766.001038
	Iteration 7Q: 3 clusters Score -271533.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -271672.968750 Penalty: 766.001038
	Iteration 8Q: 3 clusters Score -271673 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -271790.781250 Penalty: 766.001038
	Iteration 9Q: 3 clusters Score -271790.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -271880.843750 Penalty: 766.001038
	Iteration 10Q: 3 clusters Score -271880.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -271942.187500 Penalty: 766.001038
	Iteration 11Q: 3 clusters Score -271942.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -271981.843750 Penalty: 766.001038
	Iteration 12Q: 3 clusters Score -271981.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -272013.812500 Penalty: 766.001038
	Iteration 13Q: 3 clusters Score -272013.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -272038.468750 Penalty: 766.001038
	Iteration 14Q: 3 clusters Score -272038.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -272059.687500 Penalty: 766.001038
	Iteration 15Q: 3 clusters Score -272059.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -272090.281250 Penalty: 766.001038
	Iteration 16Q: 3 clusters Score -272090.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -272113.375000 Penalty: 766.001038
	Iteration 17Q: 3 clusters Score -272113.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -272135.593750 Penalty: 766.001038
	Iteration 18Q: 3 clusters Score -272135.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -272160.375000 Penalty: 766.001038
	Iteration 19Q: 3 clusters Score -272160.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -272188.218750 Penalty: 766.001038
	Iteration 20F: 3 clusters Score -272188.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -272219.937500 Penalty: 766.001038
	Iteration 21Q: 3 clusters Score -272219.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -272255.531250 Penalty: 766.001038
	Iteration 22Q: 3 clusters Score -272255.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -272291.218750 Penalty: 766.001038
	Iteration 23Q: 3 clusters Score -272291.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -272320.125000 Penalty: 766.001038
	Iteration 24Q: 3 clusters Score -272320.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272358.781250 Penalty: 766.001038
	Iteration 25Q: 3 clusters Score -272358.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -272399.687500 Penalty: 766.001038
	Iteration 26Q: 3 clusters Score -272399.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -272436.187500 Penalty: 766.001038
	Iteration 27Q: 3 clusters Score -272436.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -272462.937500 Penalty: 766.001038
	Iteration 28Q: 3 clusters Score -272462.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -272481.343750 Penalty: 766.001038
	Iteration 29Q: 3 clusters Score -272481.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -272495.062500 Penalty: 766.001038
	Iteration 30Q: 3 clusters Score -272495.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -272503.468750 Penalty: 766.001038
	Iteration 31Q: 3 clusters Score -272503.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -272515.000000 Penalty: 766.001038
	Iteration 32Q: 3 clusters Score -272515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -272525.125000 Penalty: 766.001038
	Iteration 33Q: 3 clusters Score -272525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -272533.156250 Penalty: 766.001038
	Iteration 34Q: 3 clusters Score -272533.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -272542.343750 Penalty: 766.001038
	Iteration 35Q: 3 clusters Score -272542.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -272555.718750 Penalty: 766.001038
	Iteration 36Q: 3 clusters Score -272555.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -272568.093750 Penalty: 766.001038
	Iteration 37Q: 3 clusters Score -272568.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -272580.125000 Penalty: 766.001038
	Iteration 38Q: 3 clusters Score -272580.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -272592.625000 Penalty: 766.001038
	Iteration 39Q: 3 clusters Score -272592.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -272600.718750 Penalty: 766.001038
	Iteration 40F: 3 clusters Score -272600.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -272609.062500 Penalty: 766.001038
	Iteration 41Q: 3 clusters Score -272609.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -272618.375000 Penalty: 766.001038
	Iteration 42Q: 3 clusters Score -272618.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -272627.218750 Penalty: 766.001038
	Iteration 43Q: 3 clusters Score -272627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -272633.781250 Penalty: 766.001038
	Iteration 44Q: 3 clusters Score -272633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -272638.218750 Penalty: 766.001038
	Iteration 45Q: 3 clusters Score -272638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -272640.656250 Penalty: 766.001038
	Iteration 46Q: 3 clusters Score -272640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -272642.562500 Penalty: 766.001038
	Iteration 47Q: 3 clusters Score -272642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -272642.562500 Penalty: 766.001038
	Iteration 48Q: 3 clusters Score -272642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -272643.093750 Penalty: 766.001038
	Iteration 49Q: 3 clusters Score -272643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -272644.187500 Penalty: 766.001038
	Iteration 50Q: 3 clusters Score -272644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -272644.625000 Penalty: 766.001038
	Iteration 51Q: 3 clusters Score -272644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -272644.625000 Penalty: 766.001038
	Iteration 52F: 3 clusters Score -272644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Entering Unmasked Estep 
Score: -5829604.500000 Penalty: 521.054199
	Iteration 0F: 2 clusters Score -5829604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -5768626.000000 Penalty: 1042.108398
	Iteration 0F: 3 clusters Score -5768626 nChanged 46153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5797346.500000 Penalty: 1042.108398
	Iteration 1F: 3 clusters Score -5797346 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -5798935.500000 Penalty: 1042.108398
	Iteration 2Q: 3 clusters Score -5798936 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5801694.500000 Penalty: 1042.108398
	Iteration 3Q: 3 clusters Score -5801694 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5806083.500000 Penalty: 1042.108398
	Iteration 4F: 3 clusters Score -5806084 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -5811708.500000 Penalty: 1042.108398
	Iteration 5F: 3 clusters Score -5811708 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5816690.000000 Penalty: 1042.108398
	Iteration 6F: 3 clusters Score -5816690 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -5819427.000000 Penalty: 1042.108398
	Iteration 7F: 3 clusters Score -5819427 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -5820773.500000 Penalty: 1042.108398
	Iteration 8Q: 3 clusters Score -5820774 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5821547.500000 Penalty: 1042.108398
	Iteration 9Q: 3 clusters Score -5821548 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -5822216.500000 Penalty: 1042.108398
	Iteration 10Q: 3 clusters Score -5822216 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5822907.000000 Penalty: 1042.108398
	Iteration 11Q: 3 clusters Score -5822907 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5823513.500000 Penalty: 1042.108398
	Iteration 12Q: 3 clusters Score -5823514 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5824028.500000 Penalty: 1042.108398
	Iteration 13Q: 3 clusters Score -5824028 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -5824439.500000 Penalty: 1042.108398
	Iteration 14Q: 3 clusters Score -5824440 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5824782.500000 Penalty: 1042.108398
	Iteration 15Q: 3 clusters Score -5824782 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5825062.500000 Penalty: 1042.108398
	Iteration 16Q: 3 clusters Score -5825062 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5825256.000000 Penalty: 1042.108398
	Iteration 17Q: 3 clusters Score -5825256 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5825438.000000 Penalty: 1042.108398
	Iteration 18Q: 3 clusters Score -5825438 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5825595.000000 Penalty: 1042.108398
	Iteration 19Q: 3 clusters Score -5825595 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5825732.500000 Penalty: 1042.108398
	Iteration 20F: 3 clusters Score -5825732 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5825842.500000 Penalty: 1042.108398
	Iteration 21Q: 3 clusters Score -5825842 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5825939.000000 Penalty: 1042.108398
	Iteration 22Q: 3 clusters Score -5825939 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5826008.000000 Penalty: 1042.108398
	Iteration 23Q: 3 clusters Score -5826008 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5826052.500000 Penalty: 1042.108398
	Iteration 24Q: 3 clusters Score -5826052 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5826126.500000 Penalty: 1042.108398
	Iteration 25Q: 3 clusters Score -5826126 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5826192.000000 Penalty: 1042.108398
	Iteration 26Q: 3 clusters Score -5826192 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5826276.500000 Penalty: 1042.108398
	Iteration 27Q: 3 clusters Score -5826276 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5826338.500000 Penalty: 1042.108398
	Iteration 28Q: 3 clusters Score -5826338 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -5826392.500000 Penalty: 1042.108398
	Iteration 29Q: 3 clusters Score -5826392 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -5826452.500000 Penalty: 1042.108398
	Iteration 30Q: 3 clusters Score -5826452 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5826518.500000 Penalty: 1042.108398
	Iteration 31Q: 3 clusters Score -5826518 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -5826625.500000 Penalty: 1042.108398
	Iteration 32Q: 3 clusters Score -5826626 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5826706.000000 Penalty: 1042.108398
	Iteration 33Q: 3 clusters Score -5826706 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5826824.500000 Penalty: 1042.108398
	Iteration 34Q: 3 clusters Score -5826824 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5826902.500000 Penalty: 1042.108398
	Iteration 35Q: 3 clusters Score -5826902 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5826969.000000 Penalty: 1042.108398
	Iteration 36Q: 3 clusters Score -5826969 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5827064.000000 Penalty: 1042.108398
	Iteration 37Q: 3 clusters Score -5827064 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5827152.500000 Penalty: 1042.108398
	Iteration 38Q: 3 clusters Score -5827152 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -5827246.000000 Penalty: 1042.108398
	Iteration 39Q: 3 clusters Score -5827246 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5827324.000000 Penalty: 1042.108398
	Iteration 40F: 3 clusters Score -5827324 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5827380.000000 Penalty: 1042.108398
	Iteration 41Q: 3 clusters Score -5827380 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5827437.000000 Penalty: 1042.108398
	Iteration 42Q: 3 clusters Score -5827437 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5827514.500000 Penalty: 1042.108398
	Iteration 43Q: 3 clusters Score -5827514 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -5827626.500000 Penalty: 1042.108398
	Iteration 44Q: 3 clusters Score -5827626 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -5827769.000000 Penalty: 1042.108398
	Iteration 45Q: 3 clusters Score -5827769 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5827887.500000 Penalty: 1042.108398
	Iteration 46Q: 3 clusters Score -5827888 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -5828046.000000 Penalty: 1042.108398
	Iteration 47Q: 3 clusters Score -5828046 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5828163.500000 Penalty: 1042.108398
	Iteration 48Q: 3 clusters Score -5828164 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5828297.000000 Penalty: 1042.108398
	Iteration 49Q: 3 clusters Score -5828297 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5828435.500000 Penalty: 1042.108398
	Iteration 50Q: 3 clusters Score -5828436 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5828547.500000 Penalty: 1042.108398
	Iteration 51Q: 3 clusters Score -5828548 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5828654.500000 Penalty: 1042.108398
	Iteration 52Q: 3 clusters Score -5828654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5828722.500000 Penalty: 1042.108398
	Iteration 53Q: 3 clusters Score -5828722 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5828809.500000 Penalty: 1042.108398
	Iteration 54Q: 3 clusters Score -5828810 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5828848.000000 Penalty: 1042.108398
	Iteration 55Q: 3 clusters Score -5828848 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5828900.500000 Penalty: 1042.108398
	Iteration 56Q: 3 clusters Score -5828900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5828956.000000 Penalty: 1042.108398
	Iteration 57Q: 3 clusters Score -5828956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5828979.500000 Penalty: 1042.108398
	Iteration 58Q: 3 clusters Score -5828980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5829019.000000 Penalty: 1042.108398
	Iteration 59Q: 3 clusters Score -5829019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5829032.000000 Penalty: 1042.108398
	Iteration 60F: 3 clusters Score -5829032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5829038.000000 Penalty: 1042.108398
	Iteration 61Q: 3 clusters Score -5829038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5829056.000000 Penalty: 1042.108398
	Iteration 62Q: 3 clusters Score -5829056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5829068.000000 Penalty: 1042.108398
	Iteration 63Q: 3 clusters Score -5829068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5829090.000000 Penalty: 1042.108398
	Iteration 64Q: 3 clusters Score -5829090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5829116.500000 Penalty: 1042.108398
	Iteration 65Q: 3 clusters Score -5829116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5829122.500000 Penalty: 1042.108398
	Iteration 66Q: 3 clusters Score -5829122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5829128.500000 Penalty: 1042.108398
	Iteration 67Q: 3 clusters Score -5829128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5829136.500000 Penalty: 1042.108398
	Iteration 68Q: 3 clusters Score -5829136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5829156.500000 Penalty: 1042.108398
	Iteration 69Q: 3 clusters Score -5829156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5829157.000000 Penalty: 1042.108398
	Iteration 70Q: 3 clusters Score -5829157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5829160.000000 Penalty: 1042.108398
	Iteration 71Q: 3 clusters Score -5829160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5829166.500000 Penalty: 1042.108398
	Iteration 72Q: 3 clusters Score -5829166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5829176.000000 Penalty: 1042.108398
	Iteration 73Q: 3 clusters Score -5829176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5829180.500000 Penalty: 1042.108398
	Iteration 74Q: 3 clusters Score -5829180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5829185.500000 Penalty: 1042.108398
	Iteration 75Q: 3 clusters Score -5829186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5829187.500000 Penalty: 1042.108398
	Iteration 76Q: 3 clusters Score -5829188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5829191.500000 Penalty: 1042.108398
	Iteration 77Q: 3 clusters Score -5829192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5829195.500000 Penalty: 1042.108398
	Iteration 78Q: 3 clusters Score -5829196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5829194.000000 Penalty: 1042.108398
	Iteration 79Q: 3 clusters Score -5829194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5829193.500000 Penalty: 1042.108398
	Iteration 80F: 3 clusters Score -5829194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5829196.000000 Penalty: 1042.108398
	Iteration 81Q: 3 clusters Score -5829196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5829197.500000 Penalty: 1042.108398
	Iteration 82Q: 3 clusters Score -5829198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5829197.000000 Penalty: 1042.108398
	Iteration 83Q: 3 clusters Score -5829197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93651 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5829195.500000 Penalty: 1042.108398
	Iteration 84Q: 3 clusters Score -5829196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5829198.000000 Penalty: 1042.108398
	Iteration 85Q: 3 clusters Score -5829198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5829198.000000 Penalty: 1042.108398
	Iteration 86F: 3 clusters Score -5829198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Entering Unmasked Estep 
Score: -3863803.750000 Penalty: 502.826355
	Iteration 0F: 2 clusters Score -3863804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3821305.000000 Penalty: 1005.652710
	Iteration 0F: 3 clusters Score -3821305 nChanged 30583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3840871.250000 Penalty: 1005.652710
	Iteration 1F: 3 clusters Score -3840871 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3842999.500000 Penalty: 1005.652710
	Iteration 2F: 3 clusters Score -3843000 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3846494.000000 Penalty: 1005.652710
	Iteration 3F: 3 clusters Score -3846494 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3851553.000000 Penalty: 1005.652710
	Iteration 4F: 3 clusters Score -3851553 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3856867.500000 Penalty: 1005.652710
	Iteration 5F: 3 clusters Score -3856868 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3860636.250000 Penalty: 1005.652710
	Iteration 6F: 3 clusters Score -3860636 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3862357.250000 Penalty: 1005.652710
	Iteration 7Q: 3 clusters Score -3862357 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3863038.750000 Penalty: 1005.652710
	Iteration 8Q: 3 clusters Score -3863039 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3863277.750000 Penalty: 1005.652710
	Iteration 9Q: 3 clusters Score -3863278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3863395.500000 Penalty: 1005.652710
	Iteration 10Q: 3 clusters Score -3863396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3863440.250000 Penalty: 1005.652710
	Iteration 11Q: 3 clusters Score -3863440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3863468.000000 Penalty: 1005.652710
	Iteration 12Q: 3 clusters Score -3863468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3863478.000000 Penalty: 1005.652710
	Iteration 13Q: 3 clusters Score -3863478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3863487.750000 Penalty: 1005.652710
	Iteration 14Q: 3 clusters Score -3863488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3863487.750000 Penalty: 1005.652710
	Iteration 15Q: 3 clusters Score -3863488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3863492.750000 Penalty: 1005.652710
	Iteration 16Q: 3 clusters Score -3863493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3863497.250000 Penalty: 1005.652710
	Iteration 17Q: 3 clusters Score -3863497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3863498.000000 Penalty: 1005.652710
	Iteration 18Q: 3 clusters Score -3863498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3863500.250000 Penalty: 1005.652710
	Iteration 19Q: 3 clusters Score -3863500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3863505.500000 Penalty: 1005.652710
	Iteration 20F: 3 clusters Score -3863506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3863506.750000 Penalty: 1005.652710
	Iteration 21Q: 3 clusters Score -3863507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3863507.000000 Penalty: 1005.652710
	Iteration 22Q: 3 clusters Score -3863507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3863505.000000 Penalty: 1005.652710
	Iteration 23Q: 3 clusters Score -3863505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3863505.500000 Penalty: 1005.652710
	Iteration 24Q: 3 clusters Score -3863506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3863505.500000 Penalty: 1005.652710
	Iteration 25F: 3 clusters Score -3863506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 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 69 members 
Entering Unmasked Estep 
Score: -7493.515137 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7493.515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7557.978516 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7557.979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7581.273926 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7581.274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7598.835449 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7598.835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7620.525391 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7620.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7637.741699 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7637.742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7647.343750 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7647.344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7654.277832 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7654.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7654.277832 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -7654.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13152.187500 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -13152.19 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 123 members 
Entering Unmasked Estep 
Score: -12860.620117 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12860.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13035.330078 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -13035.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13110.832031 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -13110.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13166.103516 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -13166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13173.659180 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -13173.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13199.879883 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -13199.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13219.702148 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -13219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13229.636719 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -13229.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13234.494141 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -13234.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13244.527344 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -13244.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13277.961914 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -13277.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13281.770508 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -13281.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13281.770508 Penalty: 494.468689
	Iteration 12F: 3 clusters Score -13281.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 117 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 112 members 
Entering Unmasked Estep 
Score: -53293264.000000 Penalty: 45531.234375
Splitting cluster 21 changes total score from -53293632.000000 to -53293264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10396.433594 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -10396.43 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 153 members 
Entering Unmasked Estep 
Score: -10070.553711 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -10070.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10224.803711 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -10224.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10278.261719 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -10278.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10304.078125 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -10304.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10314.747070 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -10314.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10329.113281 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -10329.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10334.132812 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -10334.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10334.922852 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -10334.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10335.759766 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -10335.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10338.142578 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -10338.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10346.504883 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -10346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10351.397461 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -10351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10354.015625 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -10354.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10355.008789 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -10355.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10355.375000 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -10355.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10355.579102 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -10355.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10355.579102 Penalty: 525.766357
	Iteration 16F: 3 clusters Score -10355.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Entering Unmasked Estep 
Score: -253561.125000 Penalty: 377.367859
	Iteration 0F: 2 clusters Score -253561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -250844.625000 Penalty: 754.735718
	Iteration 0F: 3 clusters Score -250844.6 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -251773.890625 Penalty: 754.735718
	Iteration 1F: 3 clusters Score -251773.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -251854.265625 Penalty: 754.735718
	Iteration 2Q: 3 clusters Score -251854.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -251932.828125 Penalty: 754.735718
	Iteration 3Q: 3 clusters Score -251932.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -252020.953125 Penalty: 754.735718
	Iteration 4Q: 3 clusters Score -252021 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -252112.296875 Penalty: 754.735718
	Iteration 5Q: 3 clusters Score -252112.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -252225.640625 Penalty: 754.735718
	Iteration 6Q: 3 clusters Score -252225.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -252370.984375 Penalty: 754.735718
	Iteration 7Q: 3 clusters Score -252371 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -252501.968750 Penalty: 754.735718
	Iteration 8Q: 3 clusters Score -252502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -252629.875000 Penalty: 754.735718
	Iteration 9Q: 3 clusters Score -252629.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -252717.109375 Penalty: 754.735718
	Iteration 10Q: 3 clusters Score -252717.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -252775.953125 Penalty: 754.735718
	Iteration 11Q: 3 clusters Score -252776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -252813.828125 Penalty: 754.735718
	Iteration 12Q: 3 clusters Score -252813.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -252840.578125 Penalty: 754.735718
	Iteration 13Q: 3 clusters Score -252840.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -252856.843750 Penalty: 754.735718
	Iteration 14Q: 3 clusters Score -252856.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -252871.546875 Penalty: 754.735718
	Iteration 15Q: 3 clusters Score -252871.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -252885.515625 Penalty: 754.735718
	Iteration 16Q: 3 clusters Score -252885.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -252899.312500 Penalty: 754.735718
	Iteration 17Q: 3 clusters Score -252899.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -252915.312500 Penalty: 754.735718
	Iteration 18Q: 3 clusters Score -252915.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -252926.984375 Penalty: 754.735718
	Iteration 19Q: 3 clusters Score -252927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -252938.984375 Penalty: 754.735718
	Iteration 20F: 3 clusters Score -252939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -252948.812500 Penalty: 754.735718
	Iteration 21Q: 3 clusters Score -252948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -252961.781250 Penalty: 754.735718
	Iteration 22Q: 3 clusters Score -252961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -252969.734375 Penalty: 754.735718
	Iteration 23Q: 3 clusters Score -252969.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -252980.140625 Penalty: 754.735718
	Iteration 24Q: 3 clusters Score -252980.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -252989.734375 Penalty: 754.735718
	Iteration 25Q: 3 clusters Score -252989.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -252997.421875 Penalty: 754.735718
	Iteration 26Q: 3 clusters Score -252997.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -253007.953125 Penalty: 754.735718
	Iteration 27Q: 3 clusters Score -253008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -253017.093750 Penalty: 754.735718
	Iteration 28Q: 3 clusters Score -253017.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -253024.906250 Penalty: 754.735718
	Iteration 29Q: 3 clusters Score -253024.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -253032.562500 Penalty: 754.735718
	Iteration 30Q: 3 clusters Score -253032.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -253041.640625 Penalty: 754.735718
	Iteration 31Q: 3 clusters Score -253041.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -253055.328125 Penalty: 754.735718
	Iteration 32Q: 3 clusters Score -253055.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -253072.390625 Penalty: 754.735718
	Iteration 33Q: 3 clusters Score -253072.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -253089.000000 Penalty: 754.735718
	Iteration 34Q: 3 clusters Score -253089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -253100.000000 Penalty: 754.735718
	Iteration 35Q: 3 clusters Score -253100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -253106.125000 Penalty: 754.735718
	Iteration 36Q: 3 clusters Score -253106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -253108.484375 Penalty: 754.735718
	Iteration 37Q: 3 clusters Score -253108.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -253112.421875 Penalty: 754.735718
	Iteration 38Q: 3 clusters Score -253112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -253115.859375 Penalty: 754.735718
	Iteration 39Q: 3 clusters Score -253115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -253119.812500 Penalty: 754.735718
	Iteration 40F: 3 clusters Score -253119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -253124.890625 Penalty: 754.735718
	Iteration 41Q: 3 clusters Score -253124.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -253129.687500 Penalty: 754.735718
	Iteration 42Q: 3 clusters Score -253129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -253131.765625 Penalty: 754.735718
	Iteration 43Q: 3 clusters Score -253131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -253134.421875 Penalty: 754.735718
	Iteration 44Q: 3 clusters Score -253134.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -253138.453125 Penalty: 754.735718
	Iteration 45Q: 3 clusters Score -253138.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -253147.015625 Penalty: 754.735718
	Iteration 46Q: 3 clusters Score -253147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -253154.796875 Penalty: 754.735718
	Iteration 47Q: 3 clusters Score -253154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -253161.734375 Penalty: 754.735718
	Iteration 48Q: 3 clusters Score -253161.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -253169.515625 Penalty: 754.735718
	Iteration 49Q: 3 clusters Score -253169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -253176.546875 Penalty: 754.735718
	Iteration 50Q: 3 clusters Score -253176.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -253182.734375 Penalty: 754.735718
	Iteration 51Q: 3 clusters Score -253182.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -253187.609375 Penalty: 754.735718
	Iteration 52Q: 3 clusters Score -253187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -253192.765625 Penalty: 754.735718
	Iteration 53Q: 3 clusters Score -253192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -253196.828125 Penalty: 754.735718
	Iteration 54Q: 3 clusters Score -253196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -253199.500000 Penalty: 754.735718
	Iteration 55Q: 3 clusters Score -253199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -253202.890625 Penalty: 754.735718
	Iteration 56Q: 3 clusters Score -253202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -253206.765625 Penalty: 754.735718
	Iteration 57Q: 3 clusters Score -253206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -253212.437500 Penalty: 754.735718
	Iteration 58Q: 3 clusters Score -253212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -253216.703125 Penalty: 754.735718
	Iteration 59Q: 3 clusters Score -253216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -253220.562500 Penalty: 754.735718
	Iteration 60F: 3 clusters Score -253220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -253223.812500 Penalty: 754.735718
	Iteration 61Q: 3 clusters Score -253223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -253225.281250 Penalty: 754.735718
	Iteration 62Q: 3 clusters Score -253225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -253226.078125 Penalty: 754.735718
	Iteration 63Q: 3 clusters Score -253226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -253226.406250 Penalty: 754.735718
	Iteration 64Q: 3 clusters Score -253226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -253226.406250 Penalty: 754.735718
	Iteration 65F: 3 clusters Score -253226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4281.163 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 42 members 
Entering Unmasked Estep 
Score: -4114.306152 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4114.306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4146.589844 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4146.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4179.746094 Penalty: 397.619751
	Iteration 2F: 3 clusters Score -4179.746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4191.092285 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4191.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4196.080566 Penalty: 397.619751
	Iteration 4Q: 3 clusters Score -4196.081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4199.664551 Penalty: 397.619751
	Iteration 5Q: 3 clusters Score -4199.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4206.019531 Penalty: 397.619751
	Iteration 6Q: 3 clusters Score -4206.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4206.019531 Penalty: 397.619751
	Iteration 7F: 3 clusters Score -4206.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60241.109375 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60241.11 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -60589.312500 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60589.31 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60726.296875 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60726.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -60809.582031 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60809.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -60861.582031 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -60861.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -60898.699219 Penalty: 627.599182
	Iteration 5Q: 3 clusters Score -60898.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60927.554688 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -60927.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -60959.546875 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -60959.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60986.152344 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -60986.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -61012.562500 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61012.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61055.859375 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -61055.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61087.203125 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -61087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -61091.437500 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -61091.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -61093.050781 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -61093.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61094.339844 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -61094.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -61095.230469 Penalty: 627.599182
	Iteration 15Q: 3 clusters Score -61095.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -61095.230469 Penalty: 627.599182
	Iteration 16F: 3 clusters Score -61095.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 731 members 
Entering Unmasked Estep 
Score: -53293236.000000 Penalty: 45531.234375
Splitting cluster 25 changes total score from -53293632.000000 to -53293236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12483.054688 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12483.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12586.806641 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12586.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12619.214844 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12619.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12628.471680 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12628.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12643.434570 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12643.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12654.898438 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12661.215820 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12661.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12671.554688 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12671.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12687.979492 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12687.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12710.503906 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12725.399414 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12736.419922 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12736.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12737.174805 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12737.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12737.935547 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12737.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12737.935547 Penalty: 501.722015
	Iteration 14F: 3 clusters Score -12737.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -264222.812500 Penalty: 380.638092
	Iteration 0F: 2 clusters Score -264222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -261266.250000 Penalty: 761.276184
	Iteration 0F: 3 clusters Score -261266.2 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -262558.156250 Penalty: 761.276184
	Iteration 1F: 3 clusters Score -262558.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -263100.062500 Penalty: 761.276184
	Iteration 2F: 3 clusters Score -263100.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -263694.625000 Penalty: 761.276184
	Iteration 3F: 3 clusters Score -263694.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -264121.906250 Penalty: 761.276184
	Iteration 4F: 3 clusters Score -264121.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -264336.031250 Penalty: 761.276184
	Iteration 5Q: 3 clusters Score -264336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -264418.718750 Penalty: 761.276184
	Iteration 6Q: 3 clusters Score -264418.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -264436.718750 Penalty: 761.276184
	Iteration 7Q: 3 clusters Score -264436.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -264445.218750 Penalty: 761.276184
	Iteration 8Q: 3 clusters Score -264445.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -264447.531250 Penalty: 761.276184
	Iteration 9Q: 3 clusters Score -264447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -264447.531250 Penalty: 761.276184
	Iteration 10Q: 3 clusters Score -264447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -264448.093750 Penalty: 761.276184
	Iteration 11Q: 3 clusters Score -264448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -264448.531250 Penalty: 761.276184
	Iteration 12Q: 3 clusters Score -264448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -264449.281250 Penalty: 761.276184
	Iteration 13Q: 3 clusters Score -264449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -264449.281250 Penalty: 761.276184
	Iteration 14Q: 3 clusters Score -264449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -264449.500000 Penalty: 761.276184
	Iteration 15Q: 3 clusters Score -264449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -264449.500000 Penalty: 761.276184
	Iteration 16F: 3 clusters Score -264449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 3703 members 
Entering Unmasked Estep 
Score: -53293388.000000 Penalty: 45531.234375
Splitting cluster 27 changes total score from -53293632.000000 to -53293388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (85361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Entering Unmasked Estep 
Score: -5311379.500000 Penalty: 516.636353
	Iteration 0F: 2 clusters Score -5311380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -5254515.500000 Penalty: 1033.272705
	Iteration 0F: 3 clusters Score -5254516 nChanged 41752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5279425.000000 Penalty: 1033.272705
	Iteration 1F: 3 clusters Score -5279425 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -5279931.500000 Penalty: 1033.272705
	Iteration 2Q: 3 clusters Score -5279932 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5280567.500000 Penalty: 1033.272705
	Iteration 3Q: 3 clusters Score -5280568 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5281502.500000 Penalty: 1033.272705
	Iteration 4Q: 3 clusters Score -5281502 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5283222.500000 Penalty: 1033.272705
	Iteration 5Q: 3 clusters Score -5283222 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -5286417.500000 Penalty: 1033.272705
	Iteration 6F: 3 clusters Score -5286418 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5291578.500000 Penalty: 1033.272705
	Iteration 7F: 3 clusters Score -5291578 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5297818.500000 Penalty: 1033.272705
	Iteration 8F: 3 clusters Score -5297818 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5301577.500000 Penalty: 1033.272705
	Iteration 9F: 3 clusters Score -5301578 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -5302536.000000 Penalty: 1033.272705
	Iteration 10Q: 3 clusters Score -5302536 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5302803.000000 Penalty: 1033.272705
	Iteration 11Q: 3 clusters Score -5302803 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5302973.000000 Penalty: 1033.272705
	Iteration 12Q: 3 clusters Score -5302973 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -5303137.500000 Penalty: 1033.272705
	Iteration 13Q: 3 clusters Score -5303138 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5303227.000000 Penalty: 1033.272705
	Iteration 14Q: 3 clusters Score -5303227 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -5303331.000000 Penalty: 1033.272705
	Iteration 15Q: 3 clusters Score -5303331 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5303418.500000 Penalty: 1033.272705
	Iteration 16Q: 3 clusters Score -5303418 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5303502.000000 Penalty: 1033.272705
	Iteration 17Q: 3 clusters Score -5303502 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5303539.000000 Penalty: 1033.272705
	Iteration 18Q: 3 clusters Score -5303539 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5303584.000000 Penalty: 1033.272705
	Iteration 19Q: 3 clusters Score -5303584 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -5303631.500000 Penalty: 1033.272705
	Iteration 20F: 3 clusters Score -5303632 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -5303663.000000 Penalty: 1033.272705
	Iteration 21Q: 3 clusters Score -5303663 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5303662.000000 Penalty: 1033.272705
	Iteration 22Q: 3 clusters Score -5303662 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5303645.500000 Penalty: 1033.272705
	Iteration 23Q: 3 clusters Score -5303646 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5303677.000000 Penalty: 1033.272705
	Iteration 24Q: 3 clusters Score -5303677 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5303666.500000 Penalty: 1033.272705
	Iteration 25Q: 3 clusters Score -5303666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5303687.500000 Penalty: 1033.272705
	Iteration 26Q: 3 clusters Score -5303688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -5303699.500000 Penalty: 1033.272705
	Iteration 27Q: 3 clusters Score -5303700 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5303713.000000 Penalty: 1033.272705
	Iteration 28Q: 3 clusters Score -5303713 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5303724.500000 Penalty: 1033.272705
	Iteration 29Q: 3 clusters Score -5303724 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -5303694.500000 Penalty: 1033.272705
	Iteration 30Q: 3 clusters Score -5303694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5303680.000000 Penalty: 1033.272705
	Iteration 31Q: 3 clusters Score -5303680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5303667.500000 Penalty: 1033.272705
	Iteration 32Q: 3 clusters Score -5303668 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -5303686.000000 Penalty: 1033.272705
	Iteration 33Q: 3 clusters Score -5303686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5303672.500000 Penalty: 1033.272705
	Iteration 34Q: 3 clusters Score -5303672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5303667.000000 Penalty: 1033.272705
	Iteration 35Q: 3 clusters Score -5303667 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5303658.500000 Penalty: 1033.272705
	Iteration 36Q: 3 clusters Score -5303658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -5303653.000000 Penalty: 1033.272705
	Iteration 37Q: 3 clusters Score -5303653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -5303645.500000 Penalty: 1033.272705
	Iteration 38Q: 3 clusters Score -5303646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -5303647.000000 Penalty: 1033.272705
	Iteration 39Q: 3 clusters Score -5303647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5303633.000000 Penalty: 1033.272705
	Iteration 40F: 3 clusters Score -5303633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -5303638.500000 Penalty: 1033.272705
	Iteration 41Q: 3 clusters Score -5303638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -5303630.500000 Penalty: 1033.272705
	Iteration 42Q: 3 clusters Score -5303630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -5303637.500000 Penalty: 1033.272705
	Iteration 43Q: 3 clusters Score -5303638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5303634.500000 Penalty: 1033.272705
	Iteration 44Q: 3 clusters Score -5303634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5303631.500000 Penalty: 1033.272705
	Iteration 45Q: 3 clusters Score -5303632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5303638.000000 Penalty: 1033.272705
	Iteration 46Q: 3 clusters Score -5303638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5303634.500000 Penalty: 1033.272705
	Iteration 47Q: 3 clusters Score -5303634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -5303625.000000 Penalty: 1033.272705
	Iteration 48Q: 3 clusters Score -5303625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5303625.500000 Penalty: 1033.272705
	Iteration 49Q: 3 clusters Score -5303626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5303627.000000 Penalty: 1033.272705
	Iteration 50Q: 3 clusters Score -5303627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -5303629.500000 Penalty: 1033.272705
	Iteration 51Q: 3 clusters Score -5303630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5303631.000000 Penalty: 1033.272705
	Iteration 52Q: 3 clusters Score -5303631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5303626.500000 Penalty: 1033.272705
	Iteration 53Q: 3 clusters Score -5303626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5303619.500000 Penalty: 1033.272705
	Iteration 54Q: 3 clusters Score -5303620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5303612.500000 Penalty: 1033.272705
	Iteration 55Q: 3 clusters Score -5303612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5303613.500000 Penalty: 1033.272705
	Iteration 56Q: 3 clusters Score -5303614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5303615.000000 Penalty: 1033.272705
	Iteration 57Q: 3 clusters Score -5303615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5303614.000000 Penalty: 1033.272705
	Iteration 58Q: 3 clusters Score -5303614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5303615.000000 Penalty: 1033.272705
	Iteration 59Q: 3 clusters Score -5303615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5303617.000000 Penalty: 1033.272705
	Iteration 60F: 3 clusters Score -5303617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 125 members 
Entering Unmasked Estep 
Score: -14626.280273 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14626.28 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14742.141602 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14742.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14801.923828 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14801.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14831.884766 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14831.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14849.856445 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14849.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14859.839844 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14859.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14876.752930 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14876.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14880.474609 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14880.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14884.111328 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14884.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14886.550781 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14886.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14887.850586 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14887.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14888.902344 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14889.375977 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14889.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14893.166992 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -14893.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14897.963867 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -14897.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14897.963867 Penalty: 511.126190
	Iteration 15F: 3 clusters Score -14897.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32866.082031 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32866.08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32988.894531 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -32988.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33040.042969 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33040.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33075.847656 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -33075.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33094.914062 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33094.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33109.304688 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33117.464844 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33117.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33119.964844 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -33119.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33120.207031 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -33120.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33120.207031 Penalty: 565.892639
	Iteration 9F: 3 clusters Score -33120.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -28837.412109 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -28837.41 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 218 members 
Entering Unmasked Estep 
Score: -28369.582031 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -28369.58 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28511.966797 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -28511.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28548.039062 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -28548.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28574.621094 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -28574.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28589.115234 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -28589.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28603.187500 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -28603.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28617.486328 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -28617.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28640.160156 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -28640.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28664.689453 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -28664.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28676.238281 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -28676.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28688.556641 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -28688.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28713.150391 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -28713.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28726.970703 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -28726.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28735.869141 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -28735.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28739.158203 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -28739.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28742.044922 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -28742.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28742.478516 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -28742.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28743.242188 Penalty: 556.546143
	Iteration 17Q: 3 clusters Score -28743.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28743.242188 Penalty: 556.546143
	Iteration 18F: 3 clusters Score -28743.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (29111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Entering Unmasked Estep 
Score: -1811750.750000 Penalty: 467.688660
	Iteration 0F: 2 clusters Score -1811751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1792274.250000 Penalty: 935.377319
	Iteration 0F: 3 clusters Score -1792274 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1800542.125000 Penalty: 935.377319
	Iteration 1F: 3 clusters Score -1800542 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1800961.250000 Penalty: 935.377319
	Iteration 2Q: 3 clusters Score -1800961 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1801541.375000 Penalty: 935.377319
	Iteration 3Q: 3 clusters Score -1801541 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1802500.250000 Penalty: 935.377319
	Iteration 4Q: 3 clusters Score -1802500 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1804061.125000 Penalty: 935.377319
	Iteration 5F: 3 clusters Score -1804061 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1805909.625000 Penalty: 935.377319
	Iteration 6F: 3 clusters Score -1805910 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1807364.750000 Penalty: 935.377319
	Iteration 7F: 3 clusters Score -1807365 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1808147.250000 Penalty: 935.377319
	Iteration 8F: 3 clusters Score -1808147 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1808573.625000 Penalty: 935.377319
	Iteration 9Q: 3 clusters Score -1808574 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1808876.125000 Penalty: 935.377319
	Iteration 10Q: 3 clusters Score -1808876 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1809169.250000 Penalty: 935.377319
	Iteration 11Q: 3 clusters Score -1809169 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1809482.500000 Penalty: 935.377319
	Iteration 12Q: 3 clusters Score -1809482 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1809771.125000 Penalty: 935.377319
	Iteration 13Q: 3 clusters Score -1809771 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1809982.750000 Penalty: 935.377319
	Iteration 14Q: 3 clusters Score -1809983 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1810110 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1810179 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1810218 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1810246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1810258.500000 Penalty: 935.377319
	Iteration 19Q: 3 clusters Score -1810258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1810264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1810275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1810281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1810280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1810282.250000 Penalty: 935.377319
	Iteration 24Q: 3 clusters Score -1810282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1810291.625000 Penalty: 935.377319
	Iteration 25Q: 3 clusters Score -1810292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1810294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1810291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1810291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1810291.875000 Penalty: 935.377319
	Iteration 29Q: 3 clusters Score -1810292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1810296.750000 Penalty: 935.377319
	Iteration 30Q: 3 clusters Score -1810297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1810298.250000 Penalty: 935.377319
	Iteration 31Q: 3 clusters Score -1810298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1810300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1810297.500000 Penalty: 935.377319
	Iteration 33Q: 3 clusters Score -1810298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1810300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1810300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1810301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1810296.875000 Penalty: 935.377319
	Iteration 37Q: 3 clusters Score -1810297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1810298.375000 Penalty: 935.377319
	Iteration 38Q: 3 clusters Score -1810298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1810299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1810302.875000 Penalty: 935.377319
	Iteration 40F: 3 clusters Score -1810303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1810298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1810300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1810299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1810302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1810300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1810296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1810297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1810297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1810298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1810298.750000 Penalty: 935.377319
	Iteration 50Q: 3 clusters Score -1810299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1810303.375000 Penalty: 935.377319
	Iteration 51Q: 3 clusters Score -1810303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1810302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1810301.750000 Penalty: 935.377319
	Iteration 53Q: 3 clusters Score -1810302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1810303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1810307.250000 Penalty: 935.377319
	Iteration 55Q: 3 clusters Score -1810307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1810307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1810309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1810310.500000 Penalty: 935.377319
	Iteration 58Q: 3 clusters Score -1810310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1810308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1810311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1810316.750000 Penalty: 935.377319
	Iteration 61Q: 3 clusters Score -1810317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1810313.000000 Penalty: 935.377319
	Iteration 62Q: 3 clusters Score -1810313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1810313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1810318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1810314.750000 Penalty: 935.377319
	Iteration 65Q: 3 clusters Score -1810315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1810316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1810315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1810316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1810316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1810321.125000 Penalty: 935.377319
	Iteration 70Q: 3 clusters Score -1810321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1810322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1810320.375000 Penalty: 935.377319
	Iteration 72Q: 3 clusters Score -1810320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1810320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1810321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1810325.000000 Penalty: 935.377319
	Iteration 75Q: 3 clusters Score -1810325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1810326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1810325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1810328.875000 Penalty: 935.377319
	Iteration 78Q: 3 clusters Score -1810329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1810326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1810331.125000 Penalty: 935.377319
	Iteration 80F: 3 clusters Score -1810331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1810329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1810332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1810332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1810337 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1810338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1810339.125000 Penalty: 935.377319
	Iteration 86Q: 3 clusters Score -1810339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1810340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1810336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1810340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1810342 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1810343 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1810338 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1810341.000000 Penalty: 935.377319
	Iteration 93Q: 3 clusters Score -1810341 nChanged 26
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Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1810342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1810344 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1810343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1810347 nChanged 34
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Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1810350 nChanged 26
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Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1810351 nChanged 22
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Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1810352.625000 Penalty: 935.377319
	Iteration 100F: 3 clusters Score -1810353 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1810352 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1810355 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1810357 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1810357 nChanged 39
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Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1810356 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14310 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1810360 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1810363 nChanged 34
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Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1810360 nChanged 34
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Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1810367 nChanged 31
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Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1810375 nChanged 35
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Mstep: Class 1 contains 14487 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1810373 nChanged 41
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Mstep: Class 1 contains 14528 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1810376 nChanged 41
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Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1810378 nChanged 35
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Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1810385 nChanged 57
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Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14450 members 
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	Iteration 115Q: 3 clusters Score -1810383 nChanged 62
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Mstep: Class 1 contains 14723 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1810389 nChanged 62
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Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1810392 nChanged 68
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Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1810395 nChanged 73
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Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1810402 nChanged 93
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Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1810417 nChanged 83
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Mstep: Class 1 contains 15102 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1810420 nChanged 111
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Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1810442 nChanged 102
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Mstep: Class 1 contains 15315 members 
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	Iteration 123Q: 3 clusters Score -1810452 nChanged 102
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Mstep: Class 1 contains 15417 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1810463 nChanged 91
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Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1810475 nChanged 75
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Mstep: Class 1 contains 15583 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1810470 nChanged 91
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Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 13437 members 
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	Iteration 127Q: 3 clusters Score -1810478 nChanged 71
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Mstep: Class 1 contains 15745 members 
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	Iteration 128Q: 3 clusters Score -1810489 nChanged 78
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Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1810500 nChanged 67
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Mstep: Class 1 contains 15890 members 
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	Iteration 130Q: 3 clusters Score -1810507 nChanged 54
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Mstep: Class 1 contains 15944 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1810515 nChanged 81
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Mstep: Class 1 contains 16025 members 
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	Iteration 132Q: 3 clusters Score -1810511 nChanged 82
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Mstep: Class 1 contains 16107 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1810512 nChanged 75
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Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 12929 members 
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	Iteration 134Q: 3 clusters Score -1810518 nChanged 68
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Mstep: Class 1 contains 16250 members 
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	Iteration 135Q: 3 clusters Score -1810523 nChanged 83
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Mstep: Class 1 contains 16333 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1810537 nChanged 85
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Mstep: Class 1 contains 16418 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1810548 nChanged 94
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Mstep: Class 1 contains 16512 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1810559 nChanged 86
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Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1810561 nChanged 70
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Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 12443 members 
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	Iteration 140F: 3 clusters Score -1810567 nChanged 73
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Mstep: Class 1 contains 16741 members 
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	Iteration 142Q: 3 clusters Score -1810580 nChanged 76
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Mstep: Class 1 contains 16891 members 
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	Iteration 143Q: 3 clusters Score -1810596 nChanged 68
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Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 12152 members 
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Mstep: Class 2 contains 12099 members 
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Mstep: Class 1 contains 17054 members 
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	Iteration 146Q: 3 clusters Score -1810601 nChanged 41
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Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 12016 members 
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	Iteration 147Q: 3 clusters Score -1810600 nChanged 43
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Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 11973 members 
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	Iteration 148Q: 3 clusters Score -1810600 nChanged 40
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Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 11933 members 
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	Iteration 149Q: 3 clusters Score -1810609 nChanged 42
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Mstep: Class 2 contains 11891 members 
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	Iteration 150Q: 3 clusters Score -1810606 nChanged 32
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Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1810608 nChanged 27
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Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 11832 members 
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	Iteration 152Q: 3 clusters Score -1810615 nChanged 27
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Mstep: Class 1 contains 17306 members 
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	Iteration 153Q: 3 clusters Score -1810615 nChanged 24
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Mstep: Class 1 contains 17330 members 
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	Iteration 154Q: 3 clusters Score -1810619 nChanged 27
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Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 11754 members 
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	Iteration 155Q: 3 clusters Score -1810620 nChanged 26
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Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 11728 members 
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	Iteration 156Q: 3 clusters Score -1810620 nChanged 20
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Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 11708 members 
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	Iteration 157Q: 3 clusters Score -1810620 nChanged 18
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Mstep: Class 1 contains 17421 members 
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	Iteration 158Q: 3 clusters Score -1810622 nChanged 9
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Mstep: Class 1 contains 17430 members 
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	Iteration 159Q: 3 clusters Score -1810619 nChanged 8
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Mstep: Class 1 contains 17438 members 
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	Iteration 160F: 3 clusters Score -1810621 nChanged 8
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Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 11665 members 
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	Iteration 161Q: 3 clusters Score -1810621 nChanged 15
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Mstep: Class 1 contains 17461 members 
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	Iteration 162Q: 3 clusters Score -1810624 nChanged 16
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Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11634 members 
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	Iteration 163Q: 3 clusters Score -1810629 nChanged 17
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Mstep: Class 1 contains 17494 members 
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	Iteration 164Q: 3 clusters Score -1810628 nChanged 23
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Mstep: Class 1 contains 17517 members 
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	Iteration 165Q: 3 clusters Score -1810627 nChanged 29
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Mstep: Class 1 contains 17546 members 
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	Iteration 166Q: 3 clusters Score -1810628 nChanged 32
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Mstep: Class 1 contains 17578 members 
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	Iteration 167Q: 3 clusters Score -1810628 nChanged 25
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	Iteration 168Q: 3 clusters Score -1810628 nChanged 31
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Mstep: Class 1 contains 17634 members 
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	Iteration 169Q: 3 clusters Score -1810627 nChanged 26
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Mstep: Class 1 contains 17660 members 
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	Iteration 170Q: 3 clusters Score -1810627 nChanged 25
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Mstep: Class 1 contains 17685 members 
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	Iteration 171Q: 3 clusters Score -1810628 nChanged 25
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Mstep: Class 1 contains 17710 members 
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	Iteration 172Q: 3 clusters Score -1810634 nChanged 19
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	Iteration 173Q: 3 clusters Score -1810637 nChanged 13
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Mstep: Class 1 contains 17742 members 
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	Iteration 174Q: 3 clusters Score -1810635 nChanged 14
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	Iteration 175Q: 3 clusters Score -1810640 nChanged 18
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1810641 nChanged 22
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	Iteration 177Q: 3 clusters Score -1810645 nChanged 18
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Mstep: Class 1 contains 17814 members 
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	Iteration 178Q: 3 clusters Score -1810648 nChanged 13
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Mstep: Class 1 contains 17827 members 
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	Iteration 179Q: 3 clusters Score -1810647 nChanged 12
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Mstep: Class 1 contains 17839 members 
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	Iteration 180F: 3 clusters Score -1810649 nChanged 9
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Mstep: Class 1 contains 17848 members 
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	Iteration 181Q: 3 clusters Score -1810644 nChanged 10
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Mstep: Class 1 contains 17858 members 
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	Iteration 182Q: 3 clusters Score -1810649 nChanged 13
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Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 11240 members 
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	Iteration 183Q: 3 clusters Score -1810654 nChanged 19
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Mstep: Class 1 contains 17890 members 
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	Iteration 184Q: 3 clusters Score -1810651 nChanged 22
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Mstep: Class 1 contains 17912 members 
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	Iteration 185Q: 3 clusters Score -1810647 nChanged 24
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Mstep: Class 1 contains 17936 members 
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	Iteration 186Q: 3 clusters Score -1810649 nChanged 21
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	Iteration 187Q: 3 clusters Score -1810652 nChanged 21
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Mstep: Class 1 contains 17978 members 
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	Iteration 188Q: 3 clusters Score -1810652 nChanged 18
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Mstep: Class 2 contains 11115 members 
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	Iteration 189Q: 3 clusters Score -1810655 nChanged 15
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	Iteration 190Q: 3 clusters Score -1810654 nChanged 14
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Mstep: Class 1 contains 18025 members 
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	Iteration 191Q: 3 clusters Score -1810657 nChanged 23
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Mstep: Class 2 contains 11063 members 
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	Iteration 192Q: 3 clusters Score -1810658 nChanged 18
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	Iteration 193Q: 3 clusters Score -1810658 nChanged 18
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Mstep: Class 1 contains 18084 members 
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	Iteration 194Q: 3 clusters Score -1810655 nChanged 23
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Mstep: Class 1 contains 18107 members 
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	Iteration 195Q: 3 clusters Score -1810657 nChanged 26
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Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 10978 members 
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	Iteration 196Q: 3 clusters Score -1810662 nChanged 23
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Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 10955 members 
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	Iteration 197Q: 3 clusters Score -1810660 nChanged 14
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Mstep: Class 1 contains 18170 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1810662 nChanged 12
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Mstep: Class 1 contains 18182 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1810665 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1810669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1810668 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1810663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1810664 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 10822 members 
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	Iteration 204Q: 3 clusters Score -1810662 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1810660 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1810666 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1810667 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1810668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1810664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1810665 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1810666 nChanged 27
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Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1810666 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1810668 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1810667 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1810667 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1810674 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1810673 nChanged 9
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Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1810670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1810674 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1810674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1810678 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1810677 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1810679 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1810676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1810675 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1810677 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1810676 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1810676 nChanged 20
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Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1810679 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1810676 nChanged 19
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Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1810682 nChanged 17
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Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1810684 nChanged 18
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Mstep: Class 1 contains 18836 members 
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	Iteration 233Q: 3 clusters Score -1810682 nChanged 24
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Mstep: Class 1 contains 18860 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1810688 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1810688 nChanged 24
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Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 10202 members 
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	Iteration 236Q: 3 clusters Score -1810688 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1810690 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1810691 nChanged 27
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Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1810691 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1810692 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1810693 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1810695 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 10031 members 
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	Iteration 243Q: 3 clusters Score -1810695 nChanged 21
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Mstep: Class 1 contains 19101 members 
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	Iteration 244Q: 3 clusters Score -1810695 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1810699 nChanged 28
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Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1810694 nChanged 21
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Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 9936 members 
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	Iteration 247Q: 3 clusters Score -1810695 nChanged 23
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Mstep: Class 1 contains 19198 members 
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	Iteration 248Q: 3 clusters Score -1810698 nChanged 22
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Mstep: Class 1 contains 19220 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1810705 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1810709 nChanged 15
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Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1810711 nChanged 14
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Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 9845 members 
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	Iteration 252Q: 3 clusters Score -1810708 nChanged 6
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Mstep: Class 1 contains 19272 members 
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	Iteration 253Q: 3 clusters Score -1810709 nChanged 7
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Mstep: Class 1 contains 19279 members 
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	Iteration 254Q: 3 clusters Score -1810710 nChanged 5
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Mstep: Class 1 contains 19284 members 
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	Iteration 255Q: 3 clusters Score -1810711 nChanged 7
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Mstep: Class 1 contains 19291 members 
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	Iteration 256Q: 3 clusters Score -1810710 nChanged 9
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Mstep: Class 1 contains 19300 members 
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	Iteration 257Q: 3 clusters Score -1810711 nChanged 13
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Mstep: Class 1 contains 19313 members 
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	Iteration 258Q: 3 clusters Score -1810709 nChanged 19
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Mstep: Class 1 contains 19332 members 
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	Iteration 259Q: 3 clusters Score -1810713 nChanged 18
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Mstep: Class 1 contains 19350 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1810712 nChanged 23
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Mstep: Class 1 contains 19371 members 
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	Iteration 261Q: 3 clusters Score -1810713 nChanged 24
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Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1810717 nChanged 30
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Mstep: Class 1 contains 19425 members 
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1810720 nChanged 35
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Mstep: Class 1 contains 19460 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1810722 nChanged 40
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Mstep: Class 1 contains 19500 members 
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	Iteration 265Q: 3 clusters Score -1810721 nChanged 37
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Mstep: Class 1 contains 19537 members 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1810720 nChanged 39
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Mstep: Class 1 contains 19576 members 
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1810718 nChanged 40
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Mstep: Class 1 contains 19616 members 
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	Iteration 268Q: 3 clusters Score -1810720 nChanged 38
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Mstep: Class 1 contains 19654 members 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1810726 nChanged 40
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Mstep: Class 1 contains 19694 members 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1810726 nChanged 38
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Mstep: Class 1 contains 19732 members 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1810729 nChanged 36
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Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1810734 nChanged 37
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Mstep: Class 1 contains 19805 members 
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	Iteration 273Q: 3 clusters Score -1810737 nChanged 39
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Mstep: Class 1 contains 19844 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1810746 nChanged 40
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Mstep: Class 1 contains 19884 members 
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1810740 nChanged 50
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Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1810738 nChanged 55
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Mstep: Class 1 contains 19989 members 
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	Iteration 277Q: 3 clusters Score -1810742 nChanged 52
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Mstep: Class 1 contains 20041 members 
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	Iteration 278Q: 3 clusters Score -1810747 nChanged 44
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Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 9026 members 
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	Iteration 279Q: 3 clusters Score -1810753 nChanged 58
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Mstep: Class 1 contains 20143 members 
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1810769 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -1810776 nChanged 64
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Mstep: Class 1 contains 20260 members 
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	Iteration 282Q: 3 clusters Score -1810781 nChanged 62
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Mstep: Class 1 contains 20322 members 
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	Iteration 283Q: 3 clusters Score -1810778 nChanged 52
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Mstep: Class 1 contains 20374 members 
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	Iteration 284Q: 3 clusters Score -1810784 nChanged 67
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Mstep: Class 1 contains 20441 members 
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	Iteration 285Q: 3 clusters Score -1810783 nChanged 73
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Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 8597 members 
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	Iteration 286Q: 3 clusters Score -1810792 nChanged 76
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Mstep: Class 1 contains 20590 members 
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	Iteration 287Q: 3 clusters Score -1810804 nChanged 84
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Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8437 members 
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	Iteration 288Q: 3 clusters Score -1810806 nChanged 90
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Mstep: Class 1 contains 20764 members 
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	Iteration 289Q: 3 clusters Score -1810818 nChanged 82
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Mstep: Class 1 contains 20846 members 
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	Iteration 290Q: 3 clusters Score -1810828 nChanged 73
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Mstep: Class 1 contains 20919 members 
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	Iteration 291Q: 3 clusters Score -1810843 nChanged 66
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Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1810848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -1810846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1810850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -1810859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1810861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -1810859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -1810865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1810865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -1810870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1810872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1810874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1810873 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -1810878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1810883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1810890 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1810893 nChanged 62
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Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -1810899 nChanged 79
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Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1810912 nChanged 95
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Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1810922 nChanged 77
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Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -1810930 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1810943 nChanged 66
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Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -1810944 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -1810946 nChanged 64
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Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1810956 nChanged 65
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Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -1810963 nChanged 71
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Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -1810970 nChanged 59
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Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -1810975 nChanged 67
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Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -1810983 nChanged 65
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Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -1810990 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -1810991 nChanged 62
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Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -1810991 nChanged 45
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Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -1810999 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -1811008 nChanged 38
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Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -1811015 nChanged 34
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Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -1811015 nChanged 28
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Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -1811009 nChanged 29
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Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 6123 members 
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	Iteration 328Q: 3 clusters Score -1811010 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -1811021 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -1811026 nChanged 20
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Mstep: Class 1 contains 23063 members 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -1811022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -1811026 nChanged 15
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Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -1811026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -1811027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -1811030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -1811031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -1811038 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -1811042 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -1811043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1811041.500000 Penalty: 935.377319
	Iteration 340F: 3 clusters Score -1811042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -1811040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -1811040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -1811041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -1811041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 5832 members 
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	Iteration 345Q: 3 clusters Score -1811040 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -1811043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -1811043 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -1811041 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -1811040 nChanged 24
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Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -1811040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -1811046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -1811051 nChanged 29
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -1811054 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -1811053 nChanged 23
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Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -1811052 nChanged 26
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Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 5566 members 
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	Iteration 356Q: 3 clusters Score -1811059 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -1811052 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 5528 members 
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	Iteration 358Q: 3 clusters Score -1811058 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -1811059 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -1811060 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -1811064 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -1811064 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 5419 members 
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	Iteration 363Q: 3 clusters Score -1811058 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -1811059 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -1811061 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 5345 members 
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Score: -1811062.000000 Penalty: 935.377319
	Iteration 366Q: 3 clusters Score -1811062 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23811 members 
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	Iteration 367Q: 3 clusters Score -1811070 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23852 members 
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	Iteration 368Q: 3 clusters Score -1811074 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23887 members 
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	Iteration 369Q: 3 clusters Score -1811074 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -1811076 nChanged 41
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Mstep: Class 1 contains 23964 members 
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Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -1811080 nChanged 56
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Mstep: Class 1 contains 24020 members 
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	Iteration 372Q: 3 clusters Score -1811088 nChanged 55
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	Iteration 373Q: 3 clusters Score -1811093 nChanged 63
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Mstep: Class 1 contains 24138 members 
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	Iteration 374Q: 3 clusters Score -1811101 nChanged 67
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Mstep: Class 1 contains 24205 members 
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	Iteration 375Q: 3 clusters Score -1811108 nChanged 59
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Mstep: Class 1 contains 24264 members 
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	Iteration 376Q: 3 clusters Score -1811115 nChanged 49
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Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -1811122 nChanged 52
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Mstep: Class 1 contains 24365 members 
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	Iteration 378Q: 3 clusters Score -1811125 nChanged 36
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Mstep: Class 1 contains 24401 members 
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	Iteration 379Q: 3 clusters Score -1811128 nChanged 27
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Mstep: Class 1 contains 24428 members 
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Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -1811129 nChanged 27
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Mstep: Class 1 contains 24455 members 
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Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -1811131 nChanged 36
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Entering Unmasked Estep 
Score: -1811136.000000 Penalty: 935.377319
	Iteration 382Q: 3 clusters Score -1811136 nChanged 28
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Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -1811139 nChanged 22
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Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -1811143 nChanged 21
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Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1811140.750000 Penalty: 935.377319
	Iteration 385Q: 3 clusters Score -1811141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1811144.375000 Penalty: 935.377319
	Iteration 386Q: 3 clusters Score -1811144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1811144.625000 Penalty: 935.377319
	Iteration 387Q: 3 clusters Score -1811145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1811144.750000 Penalty: 935.377319
	Iteration 388Q: 3 clusters Score -1811145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1811150.125000 Penalty: 935.377319
	Iteration 389Q: 3 clusters Score -1811150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1811149.750000 Penalty: 935.377319
	Iteration 390Q: 3 clusters Score -1811150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1811150.500000 Penalty: 935.377319
	Iteration 391Q: 3 clusters Score -1811150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1811152.000000 Penalty: 935.377319
	Iteration 392Q: 3 clusters Score -1811152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1811157.125000 Penalty: 935.377319
	Iteration 393Q: 3 clusters Score -1811157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1811158.750000 Penalty: 935.377319
	Iteration 394Q: 3 clusters Score -1811159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1811156.750000 Penalty: 935.377319
	Iteration 395Q: 3 clusters Score -1811157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1811160.250000 Penalty: 935.377319
	Iteration 396Q: 3 clusters Score -1811160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1811163.750000 Penalty: 935.377319
	Iteration 397Q: 3 clusters Score -1811164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1811162.000000 Penalty: 935.377319
	Iteration 398Q: 3 clusters Score -1811162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1811166.000000 Penalty: 935.377319
	Iteration 399Q: 3 clusters Score -1811166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1811165.750000 Penalty: 935.377319
	Iteration 400F: 3 clusters Score -1811166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1811168.750000 Penalty: 935.377319
	Iteration 401Q: 3 clusters Score -1811169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1811165.250000 Penalty: 935.377319
	Iteration 402Q: 3 clusters Score -1811165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1811170.125000 Penalty: 935.377319
	Iteration 403Q: 3 clusters Score -1811170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1811174.250000 Penalty: 935.377319
	Iteration 404Q: 3 clusters Score -1811174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1811174.250000 Penalty: 935.377319
	Iteration 405Q: 3 clusters Score -1811174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1811174.250000 Penalty: 935.377319
	Iteration 406Q: 3 clusters Score -1811174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1811173.000000 Penalty: 935.377319
	Iteration 407Q: 3 clusters Score -1811173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1811173.625000 Penalty: 935.377319
	Iteration 408Q: 3 clusters Score -1811174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1811173.375000 Penalty: 935.377319
	Iteration 409Q: 3 clusters Score -1811173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1811172.250000 Penalty: 935.377319
	Iteration 410Q: 3 clusters Score -1811172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1811174.125000 Penalty: 935.377319
	Iteration 411Q: 3 clusters Score -1811174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1811175.875000 Penalty: 935.377319
	Iteration 412Q: 3 clusters Score -1811176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1811177.000000 Penalty: 935.377319
	Iteration 413Q: 3 clusters Score -1811177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1811176.250000 Penalty: 935.377319
	Iteration 414Q: 3 clusters Score -1811176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1811177.125000 Penalty: 935.377319
	Iteration 415Q: 3 clusters Score -1811177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1811176.625000 Penalty: 935.377319
	Iteration 416Q: 3 clusters Score -1811177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1811176.250000 Penalty: 935.377319
	Iteration 417Q: 3 clusters Score -1811176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1811174.500000 Penalty: 935.377319
	Iteration 418Q: 3 clusters Score -1811174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1811173.875000 Penalty: 935.377319
	Iteration 419Q: 3 clusters Score -1811174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1811176.875000 Penalty: 935.377319
	Iteration 420F: 3 clusters Score -1811177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1811178.375000 Penalty: 935.377319
	Iteration 421Q: 3 clusters Score -1811178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1811181.500000 Penalty: 935.377319
	Iteration 422Q: 3 clusters Score -1811182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1811181.375000 Penalty: 935.377319
	Iteration 423Q: 3 clusters Score -1811181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1811181.000000 Penalty: 935.377319
	Iteration 424Q: 3 clusters Score -1811181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1811179.625000 Penalty: 935.377319
	Iteration 425Q: 3 clusters Score -1811180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1811178.500000 Penalty: 935.377319
	Iteration 426Q: 3 clusters Score -1811178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1811177.000000 Penalty: 935.377319
	Iteration 427Q: 3 clusters Score -1811177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1811173.750000 Penalty: 935.377319
	Iteration 428Q: 3 clusters Score -1811174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1811175.500000 Penalty: 935.377319
	Iteration 429Q: 3 clusters Score -1811176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1811176.375000 Penalty: 935.377319
	Iteration 430Q: 3 clusters Score -1811176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1811176.125000 Penalty: 935.377319
	Iteration 431Q: 3 clusters Score -1811176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1811181.125000 Penalty: 935.377319
	Iteration 432Q: 3 clusters Score -1811181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1811183.875000 Penalty: 935.377319
	Iteration 433Q: 3 clusters Score -1811184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1811184.250000 Penalty: 935.377319
	Iteration 434Q: 3 clusters Score -1811184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1811186.375000 Penalty: 935.377319
	Iteration 435Q: 3 clusters Score -1811186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1811185.250000 Penalty: 935.377319
	Iteration 436Q: 3 clusters Score -1811185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1811184.875000 Penalty: 935.377319
	Iteration 437Q: 3 clusters Score -1811185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1811184.875000 Penalty: 935.377319
	Iteration 438Q: 3 clusters Score -1811185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1811183.875000 Penalty: 935.377319
	Iteration 439Q: 3 clusters Score -1811184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1811185.000000 Penalty: 935.377319
	Iteration 440F: 3 clusters Score -1811185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.876953 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.88 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 170 members 
Entering Unmasked Estep 
Score: -22164.931641 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22164.93 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22311.328125 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22311.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22407.539062 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22407.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22454.751953 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22454.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22467.587891 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22467.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22477.273438 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22477.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22484.005859 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22484.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22486.263672 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22486.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22490.419922 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22490.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22492.425781 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22492.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22494.697266 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22498.222656 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22498.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22502.876953 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -22502.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22505.494141 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -22505.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22510.320312 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -22510.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22515.658203 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -22515.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22518.916016 Penalty: 538.374390
	Iteration 16Q: 3 clusters Score -22518.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22519.826172 Penalty: 538.374390
	Iteration 17Q: 3 clusters Score -22519.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22521.722656 Penalty: 538.374390
	Iteration 18Q: 3 clusters Score -22521.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22522.285156 Penalty: 538.374390
	Iteration 19Q: 3 clusters Score -22522.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22522.851562 Penalty: 538.374390
	Iteration 20F: 3 clusters Score -22522.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7456.987793 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7456.988 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 95 members 
Entering Unmasked Estep 
Score: -7167.530273 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7167.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7234.519531 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7234.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7247.420410 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7247.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7250.431641 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -7250.432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7257.334473 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7257.334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7260.965332 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -7260.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7262.826172 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -7262.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7262.826172 Penalty: 474.063232
	Iteration 7F: 3 clusters Score -7262.826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 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 230 members 
Entering Unmasked Estep 
Score: -28113.205078 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28113.21 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28237.349609 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28237.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28282.369141 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28282.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28308.763672 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -28308.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28328.851562 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -28328.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28336.929688 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -28336.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28344.208984 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28344.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28349.923828 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28349.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28351.576172 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28351.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28352.619141 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28352.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28354.199219 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28360.300781 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -28360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28364.712891 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -28364.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28366.607422 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -28366.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28367.509766 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -28367.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28368.019531 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -28368.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28368.224609 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -28368.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28368.224609 Penalty: 558.925415
	Iteration 17F: 3 clusters Score -28368.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 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 236 members 
Entering Unmasked Estep 
Score: -28059.982422 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28059.98 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28197.824219 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28197.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28261.458984 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28261.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28294.892578 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28294.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28313.914062 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -28313.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28325.164062 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28325.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28342.042969 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28342.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28350.818359 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28350.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28358.707031 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28358.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28361.623047 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28361.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28364.212891 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -28364.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28365.519531 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -28365.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28370.853516 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -28370.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28408.958984 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -28408.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28447.017578 Penalty: 558.139221
	Iteration 14Q: 3 clusters Score -28447.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28468.373047 Penalty: 558.139221
	Iteration 15Q: 3 clusters Score -28468.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28478.187500 Penalty: 558.139221
	Iteration 16Q: 3 clusters Score -28478.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28479.328125 Penalty: 558.139221
	Iteration 17Q: 3 clusters Score -28479.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28480.078125 Penalty: 558.139221
	Iteration 18Q: 3 clusters Score -28480.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28480.078125 Penalty: 558.139221
	Iteration 19F: 3 clusters Score -28480.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6081.965820 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6081.966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6225.349609 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6225.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6256.550293 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6256.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6269.612305 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -6269.612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6273.752930 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6273.753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6279.028809 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6279.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6279.028809 Penalty: 504.965912
	Iteration 6F: 3 clusters Score -6279.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -124680.328125 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124680.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -125222.882812 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125222.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -125325.234375 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125325.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -125399.875000 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125399.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -125465.648438 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -125465.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -125535.585938 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -125535.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -125601.585938 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -125601.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -125656.171875 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -125656.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -125692.375000 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125692.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -125737.242188 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -125776.101562 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125776.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -125800.273438 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125800.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -125820.109375 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125820.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -125843.445312 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125843.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -125858.734375 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -125862.890625 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -125866.304688 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -125868.031250 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -125872.765625 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -125881.968750 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -125882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -125887.851562 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -125887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -125891.914062 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -125891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -125895.820312 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -125895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -125896.929688 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -125896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -125897.671875 Penalty: 690.075562
	Iteration 24Q: 3 clusters Score -125897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -125898.632812 Penalty: 690.075562
	Iteration 25Q: 3 clusters Score -125898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -125898.671875 Penalty: 690.075562
	Iteration 26Q: 3 clusters Score -125898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -125898.671875 Penalty: 690.075562
	Iteration 27F: 3 clusters Score -125898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12069.428711 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12069.43 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 85 members 
Entering Unmasked Estep 
Score: -11797.041992 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11797.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11983.609375 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11983.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12043.455078 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12043.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12103.689453 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -12103.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12131.262695 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12131.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12159.838867 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12159.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12190.670898 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12190.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12233.924805 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12233.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12230.082031 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -12230.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12230.082031 Penalty: 485.277405
	Iteration 9F: 3 clusters Score -12230.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 90 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 117 members 
Entering Unmasked Estep 
Score: -53293264.000000 Penalty: 45531.234375
Splitting cluster 39 changes total score from -53293632.000000 to -53293264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (93417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Entering Unmasked Estep 
Score: -5724643.500000 Penalty: 520.739746
	Iteration 0F: 2 clusters Score -5724644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -5661831.500000 Penalty: 1041.479492
	Iteration 0F: 3 clusters Score -5661832 nChanged 45640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5690232.000000 Penalty: 1041.479492
	Iteration 1F: 3 clusters Score -5690232 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5692976.000000 Penalty: 1041.479492
	Iteration 2F: 3 clusters Score -5692976 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -5697390.000000 Penalty: 1041.479492
	Iteration 3F: 3 clusters Score -5697390 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5703261.500000 Penalty: 1041.479492
	Iteration 4F: 3 clusters Score -5703262 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5709562.000000 Penalty: 1041.479492
	Iteration 5F: 3 clusters Score -5709562 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5714642.000000 Penalty: 1041.479492
	Iteration 6F: 3 clusters Score -5714642 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -5717737.000000 Penalty: 1041.479492
	Iteration 7Q: 3 clusters Score -5717737 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5719208.500000 Penalty: 1041.479492
	Iteration 8Q: 3 clusters Score -5719208 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -5720136.000000 Penalty: 1041.479492
	Iteration 9Q: 3 clusters Score -5720136 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5720785.000000 Penalty: 1041.479492
	Iteration 10Q: 3 clusters Score -5720785 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5721309.500000 Penalty: 1041.479492
	Iteration 11Q: 3 clusters Score -5721310 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5721858.000000 Penalty: 1041.479492
	Iteration 12Q: 3 clusters Score -5721858 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5722379.000000 Penalty: 1041.479492
	Iteration 13Q: 3 clusters Score -5722379 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5722769.500000 Penalty: 1041.479492
	Iteration 14Q: 3 clusters Score -5722770 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5723084.000000 Penalty: 1041.479492
	Iteration 15Q: 3 clusters Score -5723084 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5723312.500000 Penalty: 1041.479492
	Iteration 16Q: 3 clusters Score -5723312 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5723511.500000 Penalty: 1041.479492
	Iteration 17Q: 3 clusters Score -5723512 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5723679.000000 Penalty: 1041.479492
	Iteration 18Q: 3 clusters Score -5723679 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5723817.500000 Penalty: 1041.479492
	Iteration 19Q: 3 clusters Score -5723818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5723909.000000 Penalty: 1041.479492
	Iteration 20F: 3 clusters Score -5723909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5723981.500000 Penalty: 1041.479492
	Iteration 21Q: 3 clusters Score -5723982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5724046.500000 Penalty: 1041.479492
	Iteration 22Q: 3 clusters Score -5724046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5724104.500000 Penalty: 1041.479492
	Iteration 23Q: 3 clusters Score -5724104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5724137.500000 Penalty: 1041.479492
	Iteration 24Q: 3 clusters Score -5724138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92717 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5724148.000000 Penalty: 1041.479492
	Iteration 25Q: 3 clusters Score -5724148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5724176.000000 Penalty: 1041.479492
	Iteration 26Q: 3 clusters Score -5724176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5724197.000000 Penalty: 1041.479492
	Iteration 27Q: 3 clusters Score -5724197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5724201.500000 Penalty: 1041.479492
	Iteration 28Q: 3 clusters Score -5724202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5724220.500000 Penalty: 1041.479492
	Iteration 29Q: 3 clusters Score -5724220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5724244.500000 Penalty: 1041.479492
	Iteration 30Q: 3 clusters Score -5724244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5724265.500000 Penalty: 1041.479492
	Iteration 31Q: 3 clusters Score -5724266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5724268.000000 Penalty: 1041.479492
	Iteration 32Q: 3 clusters Score -5724268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5724278.500000 Penalty: 1041.479492
	Iteration 33Q: 3 clusters Score -5724278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5724287.500000 Penalty: 1041.479492
	Iteration 34Q: 3 clusters Score -5724288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5724289.000000 Penalty: 1041.479492
	Iteration 35Q: 3 clusters Score -5724289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5724294.000000 Penalty: 1041.479492
	Iteration 36Q: 3 clusters Score -5724294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5724297.000000 Penalty: 1041.479492
	Iteration 37Q: 3 clusters Score -5724297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5724300.500000 Penalty: 1041.479492
	Iteration 38Q: 3 clusters Score -5724300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5724303.000000 Penalty: 1041.479492
	Iteration 39Q: 3 clusters Score -5724303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5724307.000000 Penalty: 1041.479492
	Iteration 40F: 3 clusters Score -5724307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5724305.500000 Penalty: 1041.479492
	Iteration 41Q: 3 clusters Score -5724306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5724309.500000 Penalty: 1041.479492
	Iteration 42Q: 3 clusters Score -5724310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5724306.500000 Penalty: 1041.479492
	Iteration 43Q: 3 clusters Score -5724306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5724309.500000 Penalty: 1041.479492
	Iteration 44Q: 3 clusters Score -5724310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5724309.500000 Penalty: 1041.479492
	Iteration 45Q: 3 clusters Score -5724310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5724309.500000 Penalty: 1041.479492
	Iteration 46Q: 3 clusters Score -5724310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5724307.500000 Penalty: 1041.479492
	Iteration 47Q: 3 clusters Score -5724308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5724306.000000 Penalty: 1041.479492
	Iteration 48Q: 3 clusters Score -5724306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5724306.500000 Penalty: 1041.479492
	Iteration 49Q: 3 clusters Score -5724306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5724308.500000 Penalty: 1041.479492
	Iteration 50Q: 3 clusters Score -5724308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5724303.000000 Penalty: 1041.479492
	Iteration 51Q: 3 clusters Score -5724303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5724311.000000 Penalty: 1041.479492
	Iteration 52Q: 3 clusters Score -5724311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5724309.500000 Penalty: 1041.479492
	Iteration 53Q: 3 clusters Score -5724310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5724305.500000 Penalty: 1041.479492
	Iteration 54Q: 3 clusters Score -5724306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5724314.000000 Penalty: 1041.479492
	Iteration 55Q: 3 clusters Score -5724314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5724316.500000 Penalty: 1041.479492
	Iteration 56Q: 3 clusters Score -5724316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5724319.500000 Penalty: 1041.479492
	Iteration 57Q: 3 clusters Score -5724320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5724322.000000 Penalty: 1041.479492
	Iteration 58Q: 3 clusters Score -5724322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5724328.000000 Penalty: 1041.479492
	Iteration 59Q: 3 clusters Score -5724328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5724329.500000 Penalty: 1041.479492
	Iteration 60F: 3 clusters Score -5724330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5724329.500000 Penalty: 1041.479492
	Iteration 61Q: 3 clusters Score -5724330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5724331.500000 Penalty: 1041.479492
	Iteration 62Q: 3 clusters Score -5724332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5724332.000000 Penalty: 1041.479492
	Iteration 63Q: 3 clusters Score -5724332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5724333.000000 Penalty: 1041.479492
	Iteration 64Q: 3 clusters Score -5724333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5724333.000000 Penalty: 1041.479492
	Iteration 65F: 3 clusters Score -5724333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 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 22 members 
Entering Unmasked Estep 
Score: -2571.943848 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2571.944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2595.860352 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2595.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2607.946289 Penalty: 354.155670
	Iteration 2F: 3 clusters Score -2607.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2610.117676 Penalty: 354.155670
	Iteration 3Q: 3 clusters Score -2610.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2610.117676 Penalty: 354.155670
	Iteration 4F: 3 clusters Score -2610.118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68911.976562 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68911.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -68064.500000 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68064.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68425.726562 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68425.73 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68537.742188 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68537.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68636.203125 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -68636.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -68720.273438 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -68720.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -68795.250000 Penalty: 637.361633
	Iteration 5F: 3 clusters Score -68795.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -68845.640625 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68845.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -68871.046875 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68871.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -68885.601562 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -68889.437500 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68889.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -68892.656250 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68892.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -68895.242188 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68895.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -68897.507812 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68897.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -68898.289062 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68898.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -68898.289062 Penalty: 637.361633
	Iteration 14F: 3 clusters Score -68898.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 72 members 
Entering Unmasked Estep 
Score: -8826.482422 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8826.482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8866.899414 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8866.899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8875.914062 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8875.914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8879.951172 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8879.951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8884.375977 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8884.376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8884.375977 Penalty: 464.087830
	Iteration 5F: 3 clusters Score -8884.376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8869.070312 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8869.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8933.505859 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8933.506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8958.130859 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -8958.131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8980.836914 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -8980.837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8993.771484 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -8993.771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9004.082031 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -9004.082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9009.273438 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -9009.273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9029.515625 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -9029.516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9036.790039 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -9036.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9046.703125 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -9046.703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9052.765625 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -9052.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9053.123047 Penalty: 455.359100
	Iteration 11Q: 3 clusters Score -9053.123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9053.123047 Penalty: 455.359100
	Iteration 12F: 3 clusters Score -9053.123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 154 members 
Entering Unmasked Estep 
Score: -20383.404297 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20383.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20495.574219 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20495.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20541.558594 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20541.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20578.009766 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -20578.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20594.171875 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20594.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20606.695312 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20606.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20617.152344 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20617.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20620.652344 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20620.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20622.375000 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20622.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20623.447266 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20623.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20623.447266 Penalty: 527.992737
	Iteration 10F: 3 clusters Score -20623.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 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 207 members 
Entering Unmasked Estep 
Score: -25987.431641 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25987.43 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26167.597656 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26167.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26216.210938 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26216.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26245.923828 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -26245.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26268.255859 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -26268.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26295.359375 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26295.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26322.142578 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26322.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26330.138672 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26330.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26333.361328 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26333.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26337.666016 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26337.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26340.824219 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26340.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26342.898438 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26343.091797 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26343.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26343.832031 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -26343.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26344.404297 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -26344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26344.404297 Penalty: 549.446228
	Iteration 15F: 3 clusters Score -26344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -11537.748047 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11537.75 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 126 members 
Entering Unmasked Estep 
Score: -11240.603516 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11240.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11421.991211 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11421.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11484.851562 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11484.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11539.541016 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -11539.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11559.459961 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11559.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11593.031250 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11593.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11613.058594 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11613.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11615.727539 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11615.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11616.340820 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11616.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11617.554688 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -11617.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11618.432617 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -11618.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11618.432617 Penalty: 499.116516
	Iteration 11F: 3 clusters Score -11618.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 127 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 114 members 
Entering Unmasked Estep 
Score: -53293200.000000 Penalty: 45531.234375
Splitting cluster 47 changes total score from -53293632.000000 to -53293200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7738.426270 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7738.426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7789.557129 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7789.557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7819.107422 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7819.107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7836.782227 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7836.782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7840.193359 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7840.193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7845.620117 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7845.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7850.716797 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7850.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7855.750000 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7855.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7861.719238 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7861.719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7882.025879 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -7882.026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7882.025879 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -7882.026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 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 79 members 
Entering Unmasked Estep 
Score: -9029.384766 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9029.385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9090.383789 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9090.384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9103.013672 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9103.014 nChanged 4
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: -9108.042969 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9108.043 nChanged 2
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: -9110.816406 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9110.816 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: -9111.957031 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -9111.957 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: -9111.957031 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -9111.957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -25530.048828 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25530.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25119.625000 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25119.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25223.300781 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25223.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25259.023438 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25259.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25276.441406 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -25276.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25285.412109 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25285.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25289.244141 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25289.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25295.005859 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25295.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25314.833984 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25314.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25324.390625 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25324.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25333.408203 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25333.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25344.458984 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25344.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25350.712891 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -25350.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25356.126953 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -25356.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25357.468750 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -25357.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25358.240234 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -25358.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25358.240234 Penalty: 539.592651
	Iteration 15F: 3 clusters Score -25358.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -45259.335938 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -45259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44644.898438 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -44644.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -44775.347656 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -44775.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44816.796875 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -44816.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44852.902344 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -44852.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44882.906250 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -44882.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44909.703125 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -44909.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44939.046875 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -44939.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44971.722656 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -44971.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -44988.507812 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -44988.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45001.035156 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -45001.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -45012.187500 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -45012.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45017.894531 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -45017.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45019.644531 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -45019.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45020.667969 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -45020.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45021.582031 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -45021.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45021.585938 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -45021.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45022.625000 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -45022.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45023.257812 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -45023.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45023.257812 Penalty: 596.796021
	Iteration 18F: 3 clusters Score -45023.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -6063.749512 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -6063.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5855.279297 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -5855.279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5886.264648 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -5886.265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5897.334961 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -5897.335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5902.129883 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -5902.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5906.559082 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -5906.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5908.471680 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -5908.472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5908.471680 Penalty: 431.788818
	Iteration 6F: 3 clusters Score -5908.472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13224.300781 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13224.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13287.110352 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13287.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13303.359375 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13303.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13322.893555 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13322.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13340.010742 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13340.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13350.458008 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13350.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13366.599609 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13386.055664 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13386.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13417.957031 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13417.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13433.036133 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -13433.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13449.780273 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -13449.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13467.978516 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -13467.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13484.687500 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -13484.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13495.879883 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -13495.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13500.564453 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -13500.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13505.381836 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -13505.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13508.213867 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -13508.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13508.213867 Penalty: 492.052612
	Iteration 17F: 3 clusters Score -13508.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -13823.285156 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -13823.29 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 118 members 
Entering Unmasked Estep 
Score: -13518.589844 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -13518.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13632.462891 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -13632.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13669.838867 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -13669.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13686.393555 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -13686.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13699.493164 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -13699.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13718.847656 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -13718.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13724.213867 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -13724.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13732.870117 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -13732.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13737.274414 Penalty: 495.653107
	Iteration 8Q: 3 clusters Score -13737.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13743.834961 Penalty: 495.653107
	Iteration 9Q: 3 clusters Score -13743.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13755.865234 Penalty: 495.653107
	Iteration 10Q: 3 clusters Score -13755.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13765.549805 Penalty: 495.653107
	Iteration 11Q: 3 clusters Score -13765.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13769.521484 Penalty: 495.653107
	Iteration 12Q: 3 clusters Score -13769.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13770.598633 Penalty: 495.653107
	Iteration 13Q: 3 clusters Score -13770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13770.598633 Penalty: 495.653107
	Iteration 14F: 3 clusters Score -13770.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 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 52 members 
Entering Unmasked Estep 
Score: -1835.949829 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1835.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1876.723633 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1876.724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1886.560669 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -1886.561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1891.078125 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -1891.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1892.918213 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -1892.918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1896.061401 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -1896.061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1896.061401 Penalty: 431.788818
	Iteration 6F: 3 clusters Score -1896.061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -35234.699219 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -35234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34703.121094 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34703.12 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34869.324219 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34869.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34963.871094 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34963.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35012.218750 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -35012.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35034.816406 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -35034.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35057.097656 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -35057.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35068.906250 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -35068.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35087.703125 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -35087.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35111.968750 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -35111.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35144.726562 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -35144.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35180.351562 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -35180.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35212.203125 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -35212.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35242.105469 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -35242.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35282.992188 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -35282.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35302.871094 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -35302.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35314.601562 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -35314.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35332.386719 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -35332.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35350.835938 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -35350.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35358.878906 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -35358.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35365.703125 Penalty: 579.035522
	Iteration 19Q: 3 clusters Score -35365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35370.421875 Penalty: 579.035522
	Iteration 20F: 3 clusters Score -35370.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35382.023438 Penalty: 579.035522
	Iteration 21Q: 3 clusters Score -35382.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35384.632812 Penalty: 579.035522
	Iteration 22Q: 3 clusters Score -35384.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35384.968750 Penalty: 579.035522
	Iteration 23Q: 3 clusters Score -35384.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35385.417969 Penalty: 579.035522
	Iteration 24Q: 3 clusters Score -35385.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35386.902344 Penalty: 579.035522
	Iteration 25Q: 3 clusters Score -35386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35387.496094 Penalty: 579.035522
	Iteration 26Q: 3 clusters Score -35387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35387.496094 Penalty: 579.035522
	Iteration 27F: 3 clusters Score -35387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 253 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 327 members 
Entering Unmasked Estep 
Score: -53293344.000000 Penalty: 45531.234375
Splitting cluster 56 changes total score from -53293632.000000 to -53293344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42521.351562 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42521.35 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42725.406250 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42725.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42777.328125 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42777.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42827.621094 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42827.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -42870.148438 Penalty: 592.026367
	Iteration 4F: 3 clusters Score -42870.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -42905.246094 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -42905.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42937.871094 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -42937.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42959.128906 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -42959.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42983.210938 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -42983.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43001.421875 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -43001.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43014.039062 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -43014.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -43025.695312 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -43025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43036.417969 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -43036.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -43040.289062 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -43040.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -43047.875000 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -43047.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -43055.734375 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -43055.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -43060.898438 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -43060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -43063.742188 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -43063.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43066.632812 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -43066.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43070.894531 Penalty: 592.026367
	Iteration 19Q: 3 clusters Score -43070.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43073.812500 Penalty: 592.026367
	Iteration 20F: 3 clusters Score -43073.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43078.570312 Penalty: 592.026367
	Iteration 21Q: 3 clusters Score -43078.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43080.187500 Penalty: 592.026367
	Iteration 22Q: 3 clusters Score -43080.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43080.800781 Penalty: 592.026367
	Iteration 23Q: 3 clusters Score -43080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43081.617188 Penalty: 592.026367
	Iteration 24Q: 3 clusters Score -43081.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43085.828125 Penalty: 592.026367
	Iteration 25Q: 3 clusters Score -43085.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43093.726562 Penalty: 592.026367
	Iteration 26Q: 3 clusters Score -43093.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43100.058594 Penalty: 592.026367
	Iteration 27Q: 3 clusters Score -43100.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -43104.992188 Penalty: 592.026367
	Iteration 28Q: 3 clusters Score -43104.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -43104.992188 Penalty: 592.026367
	Iteration 29F: 3 clusters Score -43104.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 112 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 557 members 
Entering Unmasked Estep 
Score: -53293152.000000 Penalty: 45531.234375
Splitting cluster 57 changes total score from -53293632.000000 to -53293152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (90690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Entering Unmasked Estep 
Score: -5670854.000000 Penalty: 519.391724
	Iteration 0F: 2 clusters Score -5670854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5611283.000000 Penalty: 1038.783447
	Iteration 0F: 3 clusters Score -5611283 nChanged 44505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -5639630.500000 Penalty: 1038.783447
	Iteration 1F: 3 clusters Score -5639630 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -5641746.500000 Penalty: 1038.783447
	Iteration 2Q: 3 clusters Score -5641746 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -5644905.000000 Penalty: 1038.783447
	Iteration 3F: 3 clusters Score -5644905 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -5649662.500000 Penalty: 1038.783447
	Iteration 4F: 3 clusters Score -5649662 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -5655063.500000 Penalty: 1038.783447
	Iteration 5F: 3 clusters Score -5655064 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -5658785.000000 Penalty: 1038.783447
	Iteration 6F: 3 clusters Score -5658785 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -5660474.500000 Penalty: 1038.783447
	Iteration 7Q: 3 clusters Score -5660474 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -5661326.000000 Penalty: 1038.783447
	Iteration 8Q: 3 clusters Score -5661326 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -5662056.000000 Penalty: 1038.783447
	Iteration 9Q: 3 clusters Score -5662056 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -5662794.500000 Penalty: 1038.783447
	Iteration 10Q: 3 clusters Score -5662794 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -5663627.000000 Penalty: 1038.783447
	Iteration 11Q: 3 clusters Score -5663627 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -5664468.500000 Penalty: 1038.783447
	Iteration 12Q: 3 clusters Score -5664468 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -5665329.000000 Penalty: 1038.783447
	Iteration 13Q: 3 clusters Score -5665329 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -5666120.000000 Penalty: 1038.783447
	Iteration 14Q: 3 clusters Score -5666120 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -5666842.000000 Penalty: 1038.783447
	Iteration 15Q: 3 clusters Score -5666842 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -5667566.500000 Penalty: 1038.783447
	Iteration 16Q: 3 clusters Score -5667566 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -5668070.500000 Penalty: 1038.783447
	Iteration 17Q: 3 clusters Score -5668070 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -5668556.500000 Penalty: 1038.783447
	Iteration 18Q: 3 clusters Score -5668556 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -5669019.000000 Penalty: 1038.783447
	Iteration 19Q: 3 clusters Score -5669019 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -5669420.000000 Penalty: 1038.783447
	Iteration 20F: 3 clusters Score -5669420 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -5669782.500000 Penalty: 1038.783447
	Iteration 21Q: 3 clusters Score -5669782 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -5670094.000000 Penalty: 1038.783447
	Iteration 22Q: 3 clusters Score -5670094 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -5670286.500000 Penalty: 1038.783447
	Iteration 23Q: 3 clusters Score -5670286 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -5670418.000000 Penalty: 1038.783447
	Iteration 24Q: 3 clusters Score -5670418 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -5670494.500000 Penalty: 1038.783447
	Iteration 25Q: 3 clusters Score -5670494 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -5670573.500000 Penalty: 1038.783447
	Iteration 26Q: 3 clusters Score -5670574 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -5670635.500000 Penalty: 1038.783447
	Iteration 27Q: 3 clusters Score -5670636 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -5670643.500000 Penalty: 1038.783447
	Iteration 28Q: 3 clusters Score -5670644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -5670644.500000 Penalty: 1038.783447
	Iteration 29Q: 3 clusters Score -5670644 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -5670648.500000 Penalty: 1038.783447
	Iteration 30Q: 3 clusters Score -5670648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -5670653.500000 Penalty: 1038.783447
	Iteration 31Q: 3 clusters Score -5670654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -5670643.000000 Penalty: 1038.783447
	Iteration 32Q: 3 clusters Score -5670643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -5670637.500000 Penalty: 1038.783447
	Iteration 33Q: 3 clusters Score -5670638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -5670626.500000 Penalty: 1038.783447
	Iteration 34Q: 3 clusters Score -5670626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -5670616.500000 Penalty: 1038.783447
	Iteration 35Q: 3 clusters Score -5670616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -5670611.000000 Penalty: 1038.783447
	Iteration 36Q: 3 clusters Score -5670611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -5670611.500000 Penalty: 1038.783447
	Iteration 37Q: 3 clusters Score -5670612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -5670616.000000 Penalty: 1038.783447
	Iteration 38Q: 3 clusters Score -5670616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -5670616.500000 Penalty: 1038.783447
	Iteration 39Q: 3 clusters Score -5670616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -5670607.000000 Penalty: 1038.783447
	Iteration 40F: 3 clusters Score -5670607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -5670608.500000 Penalty: 1038.783447
	Iteration 41Q: 3 clusters Score -5670608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -5670596.500000 Penalty: 1038.783447
	Iteration 42Q: 3 clusters Score -5670596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -5670597.500000 Penalty: 1038.783447
	Iteration 43Q: 3 clusters Score -5670598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -5670592.500000 Penalty: 1038.783447
	Iteration 44Q: 3 clusters Score -5670592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -5670587.500000 Penalty: 1038.783447
	Iteration 45Q: 3 clusters Score -5670588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -5670588.000000 Penalty: 1038.783447
	Iteration 46Q: 3 clusters Score -5670588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -5670586.500000 Penalty: 1038.783447
	Iteration 47Q: 3 clusters Score -5670586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -5670585.500000 Penalty: 1038.783447
	Iteration 48Q: 3 clusters Score -5670586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -5670590.500000 Penalty: 1038.783447
	Iteration 49Q: 3 clusters Score -5670590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -5670593.500000 Penalty: 1038.783447
	Iteration 50Q: 3 clusters Score -5670594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -5670598.500000 Penalty: 1038.783447
	Iteration 51Q: 3 clusters Score -5670598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -5670599.000000 Penalty: 1038.783447
	Iteration 52Q: 3 clusters Score -5670599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -5670598.000000 Penalty: 1038.783447
	Iteration 53Q: 3 clusters Score -5670598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -5670598.000000 Penalty: 1038.783447
	Iteration 54Q: 3 clusters Score -5670598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -5670597.000000 Penalty: 1038.783447
	Iteration 55Q: 3 clusters Score -5670597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -5670593.500000 Penalty: 1038.783447
	Iteration 56Q: 3 clusters Score -5670594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -5670595.000000 Penalty: 1038.783447
	Iteration 57Q: 3 clusters Score -5670595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -5670592.500000 Penalty: 1038.783447
	Iteration 58Q: 3 clusters Score -5670592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -5670587.500000 Penalty: 1038.783447
	Iteration 59Q: 3 clusters Score -5670588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -5670587.500000 Penalty: 1038.783447
	Iteration 60F: 3 clusters Score -5670588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16129.303711 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16129.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16235.769531 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16235.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16270.036133 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16270.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16293.501953 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -16293.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16319.845703 Penalty: 506.719360
	Iteration 4F: 3 clusters Score -16319.85 nChanged 6
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: -16333.468750 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16333.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16340.438477 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -16340.44 nChanged 1
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: -16341.539062 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -16341.54 nChanged 0
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: -16341.539062 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -16341.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 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 588 members 
Entering Unmasked Estep 
Score: -74720.601562 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74720.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74992.968750 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -74992.97 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -75058.250000 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75058.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -75103.375000 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -75103.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75144.585938 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -75144.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75173.554688 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75173.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -75208.726562 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75208.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75233.875000 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -75233.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75258.429688 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75258.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -75288.171875 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75288.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75318.601562 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75318.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75341.171875 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75341.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -75356.601562 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75356.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -75368.812500 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75368.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -75386.289062 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75386.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75396.750000 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75396.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -75402.765625 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -75402.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -75407.492188 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -75407.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -75409.281250 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -75409.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -75410.609375 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -75410.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -75411.945312 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -75411.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -75413.437500 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -75413.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75415.203125 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -75415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -75417.101562 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -75417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -75418.226562 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -75418.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -75420.000000 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -75420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -75421.203125 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -75421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -75423.531250 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -75423.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -75423.945312 Penalty: 643.126099
	Iteration 28Q: 3 clusters Score -75423.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -75424.484375 Penalty: 643.126099
	Iteration 29Q: 3 clusters Score -75424.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75424.703125 Penalty: 643.126099
	Iteration 30Q: 3 clusters Score -75424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -75424.703125 Penalty: 643.126099
	Iteration 31F: 3 clusters Score -75424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -65098.246094 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65098.25 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -65321.167969 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65321.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65400.339844 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65400.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -65454.492188 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -65454.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -65482.312500 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -65482.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -65505.777344 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65505.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -65526.914062 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65526.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -65542.179688 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65542.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65553.812500 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65553.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65563.039062 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65563.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65574.367188 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -65574.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65583.171875 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -65583.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -65592.320312 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -65592.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -65603.140625 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -65603.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -65608.312500 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -65608.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -65616.656250 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -65616.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65630.585938 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -65630.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -65645.203125 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -65645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -65657.015625 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -65657.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -65671.148438 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -65671.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -65679.039062 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -65679.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -65686.218750 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -65686.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -65693.148438 Penalty: 630.496948
	Iteration 22Q: 3 clusters Score -65693.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -65694.312500 Penalty: 630.496948
	Iteration 23Q: 3 clusters Score -65694.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -65694.312500 Penalty: 630.496948
	Iteration 24F: 3 clusters Score -65694.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -9676.716797 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9676.717 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 105 members 
Entering Unmasked Estep 
Score: -9441.025391 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9441.025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9590.285156 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9590.285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9618.276367 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9618.276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9641.503906 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9641.504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9650.509766 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9650.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9656.086914 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9656.087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9665.964844 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9665.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9670.811523 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9670.812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9675.404297 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9675.404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9677.256836 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -9677.257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9680.791016 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -9680.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9680.791016 Penalty: 478.432068
	Iteration 11F: 3 clusters Score -9680.791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 70 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Mstep: Class 73 contains 122 members 
Entering Unmasked Estep 
Score: -53293124.000000 Penalty: 45531.234375
Splitting cluster 62 changes total score from -53293632.000000 to -53293124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 95 members 
Entering Unmasked Estep 
Score: -10834.863281 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10834.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10935.627930 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10935.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10956.871094 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10956.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10963.686523 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10963.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10966.313477 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10966.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10968.115234 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10968.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10968.115234 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -10968.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28173.845703 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28173.85 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28292.902344 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28292.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28332.736328 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28332.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28364.753906 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28364.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28396.804688 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28396.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28409.412109 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28409.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28419.525391 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28419.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28425.513672 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28425.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28430.246094 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28430.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28433.283203 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28433.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28437.966797 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28437.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28443.779297 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28443.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28446.488281 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28446.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28447.027344 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28447.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28447.912109 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28447.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28449.533203 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28449.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28451.154297 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28451.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28452.953125 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28452.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28453.425781 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28453.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28455.896484 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -28455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28456.804688 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -28456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28457.673828 Penalty: 554.924744
	Iteration 21Q: 3 clusters Score -28457.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28457.673828 Penalty: 554.924744
	Iteration 22F: 3 clusters Score -28457.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7600.115234 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7600.115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7662.735352 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7662.735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7675.784180 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -7675.784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7694.428223 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7694.428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7697.778320 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7697.778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7704.190430 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7704.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7706.681152 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -7706.681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7706.681152 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -7706.681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -12640.949219 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -12640.95 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 96 members 
Entering Unmasked Estep 
Score: -12381.264648 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -12381.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12442.596680 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -12442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12451.552734 Penalty: 471.542328
	Iteration 2Q: 3 clusters Score -12451.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12461.998047 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -12462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12469.268555 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -12469.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12471.279297 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -12471.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12471.279297 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -12471.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -11561.458008 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11561.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -11263.306641 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11263.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11437.075195 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11437.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11474.651367 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11474.65 nChanged 8
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: -11492.783203 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -11492.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11505.751953 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11505.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11508.035156 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11508.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11508.546875 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11508.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11508.546875 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -11508.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -8167.261719 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8167.262 nChanged 26
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: -8245.946289 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8245.946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8281.608398 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8281.608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8290.375000 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8290.375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8290.375000 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -8290.375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 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 215 members 
Entering Unmasked Estep 
Score: -25212.955078 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25212.96 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25314.515625 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25314.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25337.099609 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25337.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25356.445312 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -25356.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25378.171875 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25378.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25392.972656 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25392.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25401.718750 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25401.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25408.232422 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25408.23 nChanged 6
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: -25412.875000 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -25412.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25415.056641 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -25415.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25415.857422 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -25415.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25419.742188 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -25419.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25420.648438 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -25420.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25422.677734 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -25422.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25422.677734 Penalty: 545.223267
	Iteration 14F: 3 clusters Score -25422.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -30407.638672 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -30407.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29956.814453 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -29956.81 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30074.353516 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -30074.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30147.822266 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -30147.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30191.013672 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -30191.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30206.986328 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -30206.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30216.394531 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -30216.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30235.585938 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -30235.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30274.085938 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -30274.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30290.136719 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -30290.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30294.353516 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -30294.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30297.472656 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -30297.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30301.039062 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -30301.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30303.263672 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -30303.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30303.888672 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -30303.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30306.210938 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -30306.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30309.218750 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -30309.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30317.230469 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -30317.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30337.144531 Penalty: 556.345093
	Iteration 17Q: 3 clusters Score -30337.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30342.431641 Penalty: 556.345093
	Iteration 18Q: 3 clusters Score -30342.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30344.509766 Penalty: 556.345093
	Iteration 19Q: 3 clusters Score -30344.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30345.816406 Penalty: 556.345093
	Iteration 20F: 3 clusters Score -30345.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30346.250000 Penalty: 556.345093
	Iteration 21Q: 3 clusters Score -30346.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30346.250000 Penalty: 556.345093
	Iteration 22F: 3 clusters Score -30346.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 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 251 members 
Entering Unmasked Estep 
Score: -29390.486328 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29390.49 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29582.037109 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29582.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29639.337891 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29639.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29665.722656 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -29665.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29684.599609 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29700.304688 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29710.716797 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29710.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29717.949219 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29717.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29722.896484 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29732.099609 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29732.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29738.468750 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29738.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29747.705078 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29747.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29751.138672 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29751.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29754.072266 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29754.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29758.132812 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29758.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29760.154297 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29760.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29760.615234 Penalty: 565.529358
	Iteration 16Q: 3 clusters Score -29760.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29760.615234 Penalty: 565.529358
	Iteration 17F: 3 clusters Score -29760.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -32313.398438 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -32313.4 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 229 members 
Entering Unmasked Estep 
Score: -31868.564453 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -31868.56 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31971.529297 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -31971.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31989.943359 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -31989.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32001.320312 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -32001.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32010.066406 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -32010.07 nChanged 6
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: -32011.658203 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -32011.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32013.099609 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -32013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32013.685547 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -32013.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32014.291016 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -32014.29 nChanged 1
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: -32014.568359 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -32014.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32015.148438 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -32015.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32015.640625 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -32015.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32015.867188 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -32015.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32015.867188 Penalty: 554.103088
	Iteration 13F: 3 clusters Score -32015.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 86572 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71606 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79434 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 94065 members 
Mstep: Class 19 contains 63015 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 85361 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 29111 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93417 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90690 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293632.000000 Penalty: 44907.519531
Iteration 399Q: 73 clusters Score -5.329363e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73821 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 86498 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82967 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 71844 members 
Mstep: Class 13 contains 2950 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79678 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 94194 members 
Mstep: Class 19 contains 63063 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4321 members 
Mstep: Class 28 contains 85521 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 28645 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93198 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90740 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293876.000000 Penalty: 44907.519531
Iteration 400F: 73 clusters Score -5.329388e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73613 members 
Mstep: Class 3 contains 3827 members 
Mstep: Class 4 contains 4282 members 
Mstep: Class 5 contains 86433 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83016 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72095 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 79933 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 94383 members 
Mstep: Class 19 contains 63128 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3997 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4344 members 
Mstep: Class 28 contains 85702 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 28200 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92937 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90684 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293872.000000 Penalty: 44907.519531
Iteration 401Q: 73 clusters Score -5.329387e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73397 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 86409 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83018 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72349 members 
Mstep: Class 13 contains 2930 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80144 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 94591 members 
Mstep: Class 19 contains 63230 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3992 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 85894 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 27767 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92683 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90596 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293848.000000 Penalty: 44907.519531
Iteration 402Q: 73 clusters Score -5.329385e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73213 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 86389 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83060 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72574 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80327 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4557 members 
Mstep: Class 18 contains 94777 members 
Mstep: Class 19 contains 63316 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3981 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4392 members 
Mstep: Class 28 contains 86094 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 27357 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92446 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90450 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293808.000000 Penalty: 44907.519531
Iteration 403Q: 73 clusters Score -5.329381e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72996 members 
Mstep: Class 3 contains 4056 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 86345 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83150 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 72830 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80486 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 94982 members 
Mstep: Class 19 contains 63379 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 86318 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 26938 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92216 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90301 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293520.000000 Penalty: 44907.519531
Iteration 404Q: 73 clusters Score -5.329352e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72718 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 86327 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2021 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83272 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73080 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80670 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 18 contains 95187 members 
Mstep: Class 19 contains 63465 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4462 members 
Mstep: Class 28 contains 86463 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 26540 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91994 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90123 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293444.000000 Penalty: 44907.519531
Iteration 405Q: 73 clusters Score -5.329344e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72422 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 86318 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2009 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83376 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73373 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 80884 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 95319 members 
Mstep: Class 19 contains 63544 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4492 members 
Mstep: Class 28 contains 86516 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 26112 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91815 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90051 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293716.000000 Penalty: 44907.519531
Iteration 406Q: 73 clusters Score -5.329372e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 72138 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 86327 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83398 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73596 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81082 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 95485 members 
Mstep: Class 19 contains 63621 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3919 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4524 members 
Mstep: Class 28 contains 86577 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 25714 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91625 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90022 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293604.000000 Penalty: 44907.519531
Iteration 407Q: 73 clusters Score -5.32936e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71795 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 86286 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83469 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 73816 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81220 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 95695 members 
Mstep: Class 19 contains 63691 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3916 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 86678 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 25336 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91455 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89999 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293796.000000 Penalty: 44907.519531
Iteration 408Q: 73 clusters Score -5.32938e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71431 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 4223 members 
Mstep: Class 5 contains 86247 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 1977 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83489 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74008 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81330 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 95870 members 
Mstep: Class 19 contains 63778 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3919 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4606 members 
Mstep: Class 28 contains 86773 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 24959 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91290 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90069 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293696.000000 Penalty: 44907.519531
Iteration 409Q: 73 clusters Score -5.32937e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71043 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 4220 members 
Mstep: Class 5 contains 86233 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74249 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81366 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 96098 members 
Mstep: Class 19 contains 63875 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3911 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4642 members 
Mstep: Class 28 contains 86824 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 24576 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91119 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90129 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293676.000000 Penalty: 44907.519531
Iteration 410Q: 73 clusters Score -5.329368e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 70646 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 86225 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83574 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74490 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81415 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 96328 members 
Mstep: Class 19 contains 63996 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4677 members 
Mstep: Class 28 contains 86837 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 24203 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90968 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90159 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293580.000000 Penalty: 44907.519531
Iteration 411Q: 73 clusters Score -5.329358e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 70222 members 
Mstep: Class 3 contains 5199 members 
Mstep: Class 4 contains 4231 members 
Mstep: Class 5 contains 86171 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83570 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74759 members 
Mstep: Class 13 contains 2933 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81527 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 96491 members 
Mstep: Class 19 contains 64110 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3896 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 86896 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 23843 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90832 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90229 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293652.000000 Penalty: 44907.519531
Iteration 412Q: 73 clusters Score -5.329365e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69759 members 
Mstep: Class 3 contains 5356 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 86165 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83627 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 74985 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81645 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4594 members 
Mstep: Class 18 contains 96649 members 
Mstep: Class 19 contains 64243 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3889 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4723 members 
Mstep: Class 28 contains 86928 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 23490 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90687 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90287 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293448.000000 Penalty: 44907.519531
Iteration 413Q: 73 clusters Score -5.329345e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69240 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 86178 members 
Mstep: Class 6 contains 556 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83776 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75244 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81726 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 96808 members 
Mstep: Class 19 contains 64401 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3875 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4739 members 
Mstep: Class 28 contains 86978 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 23137 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90534 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90299 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293292.000000 Penalty: 44907.519531
Iteration 414Q: 73 clusters Score -5.329329e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68692 members 
Mstep: Class 3 contains 5656 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 86189 members 
Mstep: Class 6 contains 556 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83940 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75475 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81784 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4618 members 
Mstep: Class 18 contains 96990 members 
Mstep: Class 19 contains 64579 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3864 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4757 members 
Mstep: Class 28 contains 87018 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 22819 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90372 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90302 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 178 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292976.000000 Penalty: 44907.519531
Iteration 415Q: 73 clusters Score -5.329298e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68081 members 
Mstep: Class 3 contains 5829 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 86185 members 
Mstep: Class 6 contains 556 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84061 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75718 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81847 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4639 members 
Mstep: Class 18 contains 97174 members 
Mstep: Class 19 contains 64746 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3847 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4772 members 
Mstep: Class 28 contains 87072 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 22486 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90176 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90432 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292704.000000 Penalty: 44907.519531
Iteration 416Q: 73 clusters Score -5.32927e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67451 members 
Mstep: Class 3 contains 6023 members 
Mstep: Class 4 contains 4238 members 
Mstep: Class 5 contains 86193 members 
Mstep: Class 6 contains 556 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84114 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 75973 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 81926 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4657 members 
Mstep: Class 18 contains 97425 members 
Mstep: Class 19 contains 64900 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3841 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4787 members 
Mstep: Class 28 contains 87099 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 22166 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89964 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90552 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292556.000000 Penalty: 44907.519531
Iteration 417Q: 73 clusters Score -5.329256e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66774 members 
Mstep: Class 3 contains 6216 members 
Mstep: Class 4 contains 4237 members 
Mstep: Class 5 contains 86187 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84175 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76218 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82010 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 97725 members 
Mstep: Class 19 contains 65051 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4808 members 
Mstep: Class 28 contains 87167 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 21875 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89743 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90623 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292552.000000 Penalty: 44907.519531
Iteration 418Q: 73 clusters Score -5.329255e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66102 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 86176 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84234 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76439 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82062 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 98078 members 
Mstep: Class 19 contains 65237 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4818 members 
Mstep: Class 28 contains 87192 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 21591 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89530 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90681 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292576.000000 Penalty: 44907.519531
Iteration 419Q: 73 clusters Score -5.329258e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 65438 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 5 contains 86206 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 1885 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84176 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76652 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82122 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 98363 members 
Mstep: Class 19 contains 65455 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4834 members 
Mstep: Class 28 contains 87243 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 21299 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89314 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90776 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292624.000000 Penalty: 44907.519531
Iteration 420F: 73 clusters Score -5.329262e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64768 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 86293 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84043 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 76905 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82157 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4707 members 
Mstep: Class 18 contains 98569 members 
Mstep: Class 19 contains 65712 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4848 members 
Mstep: Class 28 contains 87259 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 21010 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89130 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90915 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292712.000000 Penalty: 44907.519531
Iteration 421Q: 73 clusters Score -5.329271e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64161 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 86359 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83888 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77156 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82205 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4700 members 
Mstep: Class 18 contains 98804 members 
Mstep: Class 19 contains 65989 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4859 members 
Mstep: Class 28 contains 87247 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 20752 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88943 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90939 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292604.000000 Penalty: 44907.519531
Iteration 422Q: 73 clusters Score -5.32926e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63576 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 86412 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83735 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77434 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82238 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4685 members 
Mstep: Class 18 contains 99005 members 
Mstep: Class 19 contains 66270 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 87261 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 20502 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88776 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90885 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292484.000000 Penalty: 44907.519531
Iteration 423Q: 73 clusters Score -5.329248e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62994 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 86436 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 1868 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83583 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77693 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82301 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 99206 members 
Mstep: Class 19 contains 66569 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3814 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4884 members 
Mstep: Class 28 contains 87271 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 20256 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88617 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90795 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292516.000000 Penalty: 44907.519531
Iteration 424Q: 73 clusters Score -5.329252e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62419 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 86505 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83406 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 77942 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82360 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 99310 members 
Mstep: Class 19 contains 66893 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4902 members 
Mstep: Class 28 contains 87261 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 19999 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88461 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90762 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292516.000000 Penalty: 44907.519531
Iteration 425Q: 73 clusters Score -5.329252e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61837 members 
Mstep: Class 3 contains 8780 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 86533 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83234 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78173 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82381 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 99374 members 
Mstep: Class 19 contains 67230 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4908 members 
Mstep: Class 28 contains 87266 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 19766 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88296 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90805 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292852.000000 Penalty: 44907.519531
Iteration 426Q: 73 clusters Score -5.329285e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61267 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 86545 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83063 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78381 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82417 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 18 contains 99341 members 
Mstep: Class 19 contains 67612 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 87203 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 19529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88120 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90971 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292872.000000 Penalty: 44907.519531
Iteration 427Q: 73 clusters Score -5.329287e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60689 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 86523 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82910 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78638 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82387 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4604 members 
Mstep: Class 18 contains 99361 members 
Mstep: Class 19 contains 68003 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4924 members 
Mstep: Class 28 contains 87087 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 19319 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87980 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91090 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293204.000000 Penalty: 44907.519531
Iteration 428Q: 73 clusters Score -5.32932e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 60119 members 
Mstep: Class 3 contains 10315 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 86505 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82805 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82356 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 18 contains 99299 members 
Mstep: Class 19 contains 68414 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3781 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4938 members 
Mstep: Class 28 contains 87003 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 19110 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87881 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91118 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292976.000000 Penalty: 44907.519531
Iteration 429Q: 73 clusters Score -5.329298e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 59563 members 
Mstep: Class 3 contains 10899 members 
Mstep: Class 4 contains 4262 members 
Mstep: Class 5 contains 86470 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82756 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79191 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82304 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 99143 members 
Mstep: Class 19 contains 68794 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3755 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4935 members 
Mstep: Class 28 contains 86971 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 18917 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87776 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91139 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293284.000000 Penalty: 44907.519531
Iteration 430Q: 73 clusters Score -5.329328e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 59031 members 
Mstep: Class 3 contains 11550 members 
Mstep: Class 4 contains 4242 members 
Mstep: Class 5 contains 86465 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82761 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79492 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82201 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4515 members 
Mstep: Class 18 contains 98947 members 
Mstep: Class 19 contains 69176 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3734 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4937 members 
Mstep: Class 28 contains 86922 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 18703 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87719 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 91034 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293572.000000 Penalty: 44907.519531
Iteration 431Q: 73 clusters Score -5.329357e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 58486 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 86446 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 82850 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 79795 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82114 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 98678 members 
Mstep: Class 19 contains 69560 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3723 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4937 members 
Mstep: Class 28 contains 86879 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 18491 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87775 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90827 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293540.000000 Penalty: 44907.519531
Iteration 432Q: 73 clusters Score -5.329354e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 57906 members 
Mstep: Class 3 contains 12853 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 86444 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83011 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80083 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82071 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 18 contains 98295 members 
Mstep: Class 19 contains 69908 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3694 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4939 members 
Mstep: Class 28 contains 86830 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 18263 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 87889 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90593 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293600.000000 Penalty: 44907.519531
Iteration 433Q: 73 clusters Score -5.32936e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 57365 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 4172 members 
Mstep: Class 5 contains 86452 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83056 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80394 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82038 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 97745 members 
Mstep: Class 19 contains 70284 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4938 members 
Mstep: Class 28 contains 86799 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 18044 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88097 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90420 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293952.000000 Penalty: 44907.519531
Iteration 434Q: 73 clusters Score -5.329395e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 56828 members 
Mstep: Class 3 contains 14220 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 86387 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83097 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80660 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82050 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 97202 members 
Mstep: Class 19 contains 70677 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 86781 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 17854 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88338 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90256 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294200.000000 Penalty: 44907.519531
Iteration 435Q: 73 clusters Score -5.32942e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 56268 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 86349 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83149 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 80906 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82063 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 96643 members 
Mstep: Class 19 contains 71123 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3566 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4918 members 
Mstep: Class 28 contains 86759 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 17605 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 88660 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 90022 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294168.000000 Penalty: 44907.519531
Iteration 436Q: 73 clusters Score -5.329417e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55680 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 4083 members 
Mstep: Class 5 contains 86255 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83259 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81124 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82109 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 96113 members 
Mstep: Class 19 contains 71550 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3522 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4917 members 
Mstep: Class 28 contains 86730 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 17369 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89057 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89754 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294332.000000 Penalty: 44907.519531
Iteration 437Q: 73 clusters Score -5.329433e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55060 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 86189 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83359 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81308 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82215 members 
Mstep: Class 16 contains 225 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 95497 members 
Mstep: Class 19 contains 71998 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3477 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4920 members 
Mstep: Class 28 contains 86670 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 17159 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 89545 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89493 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294200.000000 Penalty: 44907.519531
Iteration 438Q: 73 clusters Score -5.32942e+07 nChanged 6879
Entering ConstructFrom: 
Score: -53294200.000000 Penalty: 44907.519531
Entering ConstructFrom: 
Trying to split cluster 1 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5371.824219 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -5371.824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5194.052734 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -5194.053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5202.704590 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -5202.705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5210.958008 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -5210.958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5218.406738 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -5218.407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5226.879395 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -5226.879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5229.402832 Penalty: 404.281281
	Iteration 5Q: 3 clusters Score -5229.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5229.402832 Penalty: 404.281281
	Iteration 6F: 3 clusters Score -5229.403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Entering Unmasked Estep 
Score: -3375836.500000 Penalty: 496.171722
	Iteration 0F: 2 clusters Score -3375836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3339439.750000 Penalty: 992.343445
	Iteration 0F: 3 clusters Score -3339440 nChanged 26288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3355014.750000 Penalty: 992.343445
	Iteration 1F: 3 clusters Score -3355015 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3355867.500000 Penalty: 992.343445
	Iteration 2Q: 3 clusters Score -3355868 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3357072.750000 Penalty: 992.343445
	Iteration 3Q: 3 clusters Score -3357073 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3358945.000000 Penalty: 992.343445
	Iteration 4F: 3 clusters Score -3358945 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3361525.000000 Penalty: 992.343445
	Iteration 5F: 3 clusters Score -3361525 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3364377.750000 Penalty: 992.343445
	Iteration 6F: 3 clusters Score -3364378 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3366650.750000 Penalty: 992.343445
	Iteration 7F: 3 clusters Score -3366651 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3367890.250000 Penalty: 992.343445
	Iteration 8Q: 3 clusters Score -3367890 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3368704.750000 Penalty: 992.343445
	Iteration 9Q: 3 clusters Score -3368705 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3369514.250000 Penalty: 992.343445
	Iteration 10Q: 3 clusters Score -3369514 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3370467.750000 Penalty: 992.343445
	Iteration 11Q: 3 clusters Score -3370468 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3371579.250000 Penalty: 992.343445
	Iteration 12Q: 3 clusters Score -3371579 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3372754.250000 Penalty: 992.343445
	Iteration 13Q: 3 clusters Score -3372754 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3373852.000000 Penalty: 992.343445
	Iteration 14Q: 3 clusters Score -3373852 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3374617.000000 Penalty: 992.343445
	Iteration 15Q: 3 clusters Score -3374617 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3375113.500000 Penalty: 992.343445
	Iteration 16Q: 3 clusters Score -3375114 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3375408.000000 Penalty: 992.343445
	Iteration 17Q: 3 clusters Score -3375408 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3375560.000000 Penalty: 992.343445
	Iteration 18Q: 3 clusters Score -3375560 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3375627.000000 Penalty: 992.343445
	Iteration 19Q: 3 clusters Score -3375627 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3375704.250000 Penalty: 992.343445
	Iteration 20F: 3 clusters Score -3375704 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3375739.750000 Penalty: 992.343445
	Iteration 21Q: 3 clusters Score -3375740 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3375759.000000 Penalty: 992.343445
	Iteration 22Q: 3 clusters Score -3375759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3375777.750000 Penalty: 992.343445
	Iteration 23Q: 3 clusters Score -3375778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3375791.000000 Penalty: 992.343445
	Iteration 24Q: 3 clusters Score -3375791 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3375793.500000 Penalty: 992.343445
	Iteration 25Q: 3 clusters Score -3375794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3375787.750000 Penalty: 992.343445
	Iteration 26Q: 3 clusters Score -3375788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3375787.000000 Penalty: 992.343445
	Iteration 27Q: 3 clusters Score -3375787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3375784.000000 Penalty: 992.343445
	Iteration 28Q: 3 clusters Score -3375784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3375787.750000 Penalty: 992.343445
	Iteration 29Q: 3 clusters Score -3375788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3375790.250000 Penalty: 992.343445
	Iteration 30Q: 3 clusters Score -3375790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3375795.250000 Penalty: 992.343445
	Iteration 31Q: 3 clusters Score -3375795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3375787.000000 Penalty: 992.343445
	Iteration 32Q: 3 clusters Score -3375787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3375795.750000 Penalty: 992.343445
	Iteration 33Q: 3 clusters Score -3375796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3375800.000000 Penalty: 992.343445
	Iteration 34Q: 3 clusters Score -3375800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3375800.000000 Penalty: 992.343445
	Iteration 35Q: 3 clusters Score -3375800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3375794.500000 Penalty: 992.343445
	Iteration 36Q: 3 clusters Score -3375794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3375796.000000 Penalty: 992.343445
	Iteration 37Q: 3 clusters Score -3375796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3375799.000000 Penalty: 992.343445
	Iteration 38Q: 3 clusters Score -3375799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3375798.750000 Penalty: 992.343445
	Iteration 39Q: 3 clusters Score -3375799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3375799.000000 Penalty: 992.343445
	Iteration 40F: 3 clusters Score -3375799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3375804.000000 Penalty: 992.343445
	Iteration 41Q: 3 clusters Score -3375804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3375806.250000 Penalty: 992.343445
	Iteration 42Q: 3 clusters Score -3375806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3375803.500000 Penalty: 992.343445
	Iteration 43Q: 3 clusters Score -3375804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3375808.750000 Penalty: 992.343445
	Iteration 44Q: 3 clusters Score -3375809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3375806.250000 Penalty: 992.343445
	Iteration 45Q: 3 clusters Score -3375806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3375815.000000 Penalty: 992.343445
	Iteration 46Q: 3 clusters Score -3375815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3375822.000000 Penalty: 992.343445
	Iteration 47Q: 3 clusters Score -3375822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3375822.000000 Penalty: 992.343445
	Iteration 48Q: 3 clusters Score -3375822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3375826.000000 Penalty: 992.343445
	Iteration 49Q: 3 clusters Score -3375826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3375811.750000 Penalty: 992.343445
	Iteration 50Q: 3 clusters Score -3375812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3375817.250000 Penalty: 992.343445
	Iteration 51Q: 3 clusters Score -3375817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3375811.750000 Penalty: 992.343445
	Iteration 52Q: 3 clusters Score -3375812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3375811.250000 Penalty: 992.343445
	Iteration 53Q: 3 clusters Score -3375811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3375818.750000 Penalty: 992.343445
	Iteration 54Q: 3 clusters Score -3375819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3375812.500000 Penalty: 992.343445
	Iteration 55Q: 3 clusters Score -3375812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3375810.750000 Penalty: 992.343445
	Iteration 56Q: 3 clusters Score -3375811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3375813.000000 Penalty: 992.343445
	Iteration 57Q: 3 clusters Score -3375813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3375817.000000 Penalty: 992.343445
	Iteration 58Q: 3 clusters Score -3375817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3375827.500000 Penalty: 992.343445
	Iteration 59Q: 3 clusters Score -3375828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3375821.750000 Penalty: 992.343445
	Iteration 60F: 3 clusters Score -3375822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3375819.500000 Penalty: 992.343445
	Iteration 61Q: 3 clusters Score -3375820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3375818.750000 Penalty: 992.343445
	Iteration 62Q: 3 clusters Score -3375819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3375821.500000 Penalty: 992.343445
	Iteration 63Q: 3 clusters Score -3375822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3375825.750000 Penalty: 992.343445
	Iteration 64Q: 3 clusters Score -3375826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3375831.500000 Penalty: 992.343445
	Iteration 65Q: 3 clusters Score -3375832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3375824.750000 Penalty: 992.343445
	Iteration 66Q: 3 clusters Score -3375825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3375824.250000 Penalty: 992.343445
	Iteration 67Q: 3 clusters Score -3375824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3375822.750000 Penalty: 992.343445
	Iteration 68Q: 3 clusters Score -3375823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3375828.500000 Penalty: 992.343445
	Iteration 69Q: 3 clusters Score -3375828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3375825.000000 Penalty: 992.343445
	Iteration 70Q: 3 clusters Score -3375825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3375815.250000 Penalty: 992.343445
	Iteration 71Q: 3 clusters Score -3375815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3375814.000000 Penalty: 992.343445
	Iteration 72Q: 3 clusters Score -3375814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3375817.500000 Penalty: 992.343445
	Iteration 73Q: 3 clusters Score -3375818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3375819.500000 Penalty: 992.343445
	Iteration 74Q: 3 clusters Score -3375820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3375825.000000 Penalty: 992.343445
	Iteration 75Q: 3 clusters Score -3375825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3375831.750000 Penalty: 992.343445
	Iteration 76Q: 3 clusters Score -3375832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3375829.750000 Penalty: 992.343445
	Iteration 77Q: 3 clusters Score -3375830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3375830.750000 Penalty: 992.343445
	Iteration 78Q: 3 clusters Score -3375831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3375829.500000 Penalty: 992.343445
	Iteration 79Q: 3 clusters Score -3375830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3375830.000000 Penalty: 992.343445
	Iteration 80F: 3 clusters Score -3375830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3375831.750000 Penalty: 992.343445
	Iteration 81Q: 3 clusters Score -3375832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3375834.500000 Penalty: 992.343445
	Iteration 82Q: 3 clusters Score -3375834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3375836.500000 Penalty: 992.343445
	Iteration 83Q: 3 clusters Score -3375836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3375834.500000 Penalty: 992.343445
	Iteration 84Q: 3 clusters Score -3375834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3375834.000000 Penalty: 992.343445
	Iteration 85Q: 3 clusters Score -3375834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3375834.000000 Penalty: 992.343445
	Iteration 86Q: 3 clusters Score -3375834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3375837.750000 Penalty: 992.343445
	Iteration 87Q: 3 clusters Score -3375838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3375838.000000 Penalty: 992.343445
	Iteration 88Q: 3 clusters Score -3375838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3375838.500000 Penalty: 992.343445
	Iteration 89Q: 3 clusters Score -3375838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3375846.500000 Penalty: 992.343445
	Iteration 90Q: 3 clusters Score -3375846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3375847.000000 Penalty: 992.343445
	Iteration 91Q: 3 clusters Score -3375847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3375843.500000 Penalty: 992.343445
	Iteration 92Q: 3 clusters Score -3375844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3375841.500000 Penalty: 992.343445
	Iteration 93Q: 3 clusters Score -3375842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3375838.250000 Penalty: 992.343445
	Iteration 94Q: 3 clusters Score -3375838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3375839.000000 Penalty: 992.343445
	Iteration 95Q: 3 clusters Score -3375839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3375837.500000 Penalty: 992.343445
	Iteration 96Q: 3 clusters Score -3375838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3375839.750000 Penalty: 992.343445
	Iteration 97Q: 3 clusters Score -3375840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3375838.500000 Penalty: 992.343445
	Iteration 98Q: 3 clusters Score -3375838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3375838.250000 Penalty: 992.343445
	Iteration 99Q: 3 clusters Score -3375838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3375837.750000 Penalty: 992.343445
	Iteration 100F: 3 clusters Score -3375838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3375839.000000 Penalty: 992.343445
	Iteration 101Q: 3 clusters Score -3375839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3375837.750000 Penalty: 992.343445
	Iteration 102Q: 3 clusters Score -3375838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3375838.750000 Penalty: 992.343445
	Iteration 103Q: 3 clusters Score -3375839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3375837.000000 Penalty: 992.343445
	Iteration 104Q: 3 clusters Score -3375837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3375839.000000 Penalty: 992.343445
	Iteration 105Q: 3 clusters Score -3375839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3375834.750000 Penalty: 992.343445
	Iteration 106Q: 3 clusters Score -3375835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3375837.000000 Penalty: 992.343445
	Iteration 107Q: 3 clusters Score -3375837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3375836.000000 Penalty: 992.343445
	Iteration 108Q: 3 clusters Score -3375836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3375835.250000 Penalty: 992.343445
	Iteration 109Q: 3 clusters Score -3375835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3375833.000000 Penalty: 992.343445
	Iteration 110Q: 3 clusters Score -3375833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3375834.250000 Penalty: 992.343445
	Iteration 111Q: 3 clusters Score -3375834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3375830.500000 Penalty: 992.343445
	Iteration 112Q: 3 clusters Score -3375830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3375829.750000 Penalty: 992.343445
	Iteration 113Q: 3 clusters Score -3375830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3375836.500000 Penalty: 992.343445
	Iteration 114Q: 3 clusters Score -3375836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3375834.250000 Penalty: 992.343445
	Iteration 115Q: 3 clusters Score -3375834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3375832.750000 Penalty: 992.343445
	Iteration 116Q: 3 clusters Score -3375833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3375836.000000 Penalty: 992.343445
	Iteration 117Q: 3 clusters Score -3375836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3375835.250000 Penalty: 992.343445
	Iteration 118Q: 3 clusters Score -3375835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3375834.250000 Penalty: 992.343445
	Iteration 119Q: 3 clusters Score -3375834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3375832.500000 Penalty: 992.343445
	Iteration 120F: 3 clusters Score -3375832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3375832.250000 Penalty: 992.343445
	Iteration 121Q: 3 clusters Score -3375832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3375835.750000 Penalty: 992.343445
	Iteration 122Q: 3 clusters Score -3375836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3375838.500000 Penalty: 992.343445
	Iteration 123Q: 3 clusters Score -3375838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3375839.000000 Penalty: 992.343445
	Iteration 124Q: 3 clusters Score -3375839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3375837.250000 Penalty: 992.343445
	Iteration 125Q: 3 clusters Score -3375837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3375835.750000 Penalty: 992.343445
	Iteration 126Q: 3 clusters Score -3375836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3375835.250000 Penalty: 992.343445
	Iteration 127Q: 3 clusters Score -3375835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3375835.250000 Penalty: 992.343445
	Iteration 128Q: 3 clusters Score -3375835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3375837.500000 Penalty: 992.343445
	Iteration 129Q: 3 clusters Score -3375838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3375835.500000 Penalty: 992.343445
	Iteration 130Q: 3 clusters Score -3375836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3375836.250000 Penalty: 992.343445
	Iteration 131Q: 3 clusters Score -3375836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3375834.250000 Penalty: 992.343445
	Iteration 132Q: 3 clusters Score -3375834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3375833.000000 Penalty: 992.343445
	Iteration 133Q: 3 clusters Score -3375833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3375835.000000 Penalty: 992.343445
	Iteration 134Q: 3 clusters Score -3375835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3375834.000000 Penalty: 992.343445
	Iteration 135Q: 3 clusters Score -3375834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3375832.750000 Penalty: 992.343445
	Iteration 136Q: 3 clusters Score -3375833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3375832.250000 Penalty: 992.343445
	Iteration 137Q: 3 clusters Score -3375832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3375831.500000 Penalty: 992.343445
	Iteration 138Q: 3 clusters Score -3375832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3375831.500000 Penalty: 992.343445
	Iteration 139F: 3 clusters Score -3375832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Entering Unmasked Estep 
Score: -1079047.125000 Penalty: 442.373993
	Iteration 0F: 2 clusters Score -1079047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1068037.250000 Penalty: 884.747986
	Iteration 0F: 3 clusters Score -1068037 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1072482.875000 Penalty: 884.747986
	Iteration 1F: 3 clusters Score -1072483 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1072676.875000 Penalty: 884.747986
	Iteration 2Q: 3 clusters Score -1072677 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1072969.875000 Penalty: 884.747986
	Iteration 3Q: 3 clusters Score -1072970 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1073459.375000 Penalty: 884.747986
	Iteration 4F: 3 clusters Score -1073459 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1074230.625000 Penalty: 884.747986
	Iteration 5F: 3 clusters Score -1074231 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1075302.375000 Penalty: 884.747986
	Iteration 6F: 3 clusters Score -1075302 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1076380.375000 Penalty: 884.747986
	Iteration 7F: 3 clusters Score -1076380 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1077241.125000 Penalty: 884.747986
	Iteration 8F: 3 clusters Score -1077241 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1077724.875000 Penalty: 884.747986
	Iteration 9Q: 3 clusters Score -1077725 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1077969.875000 Penalty: 884.747986
	Iteration 10Q: 3 clusters Score -1077970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1078116.750000 Penalty: 884.747986
	Iteration 11Q: 3 clusters Score -1078117 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1078212.375000 Penalty: 884.747986
	Iteration 12Q: 3 clusters Score -1078212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1078286.500000 Penalty: 884.747986
	Iteration 13Q: 3 clusters Score -1078286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1078342.875000 Penalty: 884.747986
	Iteration 14Q: 3 clusters Score -1078343 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1078390.125000 Penalty: 884.747986
	Iteration 15Q: 3 clusters Score -1078390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1078427.875000 Penalty: 884.747986
	Iteration 16Q: 3 clusters Score -1078428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1078459.750000 Penalty: 884.747986
	Iteration 17Q: 3 clusters Score -1078460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1078486.125000 Penalty: 884.747986
	Iteration 18Q: 3 clusters Score -1078486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1078498.375000 Penalty: 884.747986
	Iteration 19Q: 3 clusters Score -1078498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1078512.375000 Penalty: 884.747986
	Iteration 20F: 3 clusters Score -1078512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1078525.125000 Penalty: 884.747986
	Iteration 21Q: 3 clusters Score -1078525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1078538.000000 Penalty: 884.747986
	Iteration 22Q: 3 clusters Score -1078538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1078551.500000 Penalty: 884.747986
	Iteration 23Q: 3 clusters Score -1078552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1078564.500000 Penalty: 884.747986
	Iteration 24Q: 3 clusters Score -1078564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1078577.125000 Penalty: 884.747986
	Iteration 25Q: 3 clusters Score -1078577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1078590.750000 Penalty: 884.747986
	Iteration 26Q: 3 clusters Score -1078591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1078596.875000 Penalty: 884.747986
	Iteration 27Q: 3 clusters Score -1078597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1078603.375000 Penalty: 884.747986
	Iteration 28Q: 3 clusters Score -1078603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1078612.250000 Penalty: 884.747986
	Iteration 29Q: 3 clusters Score -1078612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1078617.500000 Penalty: 884.747986
	Iteration 30Q: 3 clusters Score -1078618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1078623.000000 Penalty: 884.747986
	Iteration 31Q: 3 clusters Score -1078623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1078625.750000 Penalty: 884.747986
	Iteration 32Q: 3 clusters Score -1078626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1078631.250000 Penalty: 884.747986
	Iteration 33Q: 3 clusters Score -1078631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1078635.625000 Penalty: 884.747986
	Iteration 34Q: 3 clusters Score -1078636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1078638.000000 Penalty: 884.747986
	Iteration 35Q: 3 clusters Score -1078638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1078640.250000 Penalty: 884.747986
	Iteration 36Q: 3 clusters Score -1078640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1078642.500000 Penalty: 884.747986
	Iteration 37Q: 3 clusters Score -1078642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1078644.125000 Penalty: 884.747986
	Iteration 38Q: 3 clusters Score -1078644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1078647.375000 Penalty: 884.747986
	Iteration 39Q: 3 clusters Score -1078647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1078653.625000 Penalty: 884.747986
	Iteration 40F: 3 clusters Score -1078654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1078658.875000 Penalty: 884.747986
	Iteration 41Q: 3 clusters Score -1078659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1078660.125000 Penalty: 884.747986
	Iteration 42Q: 3 clusters Score -1078660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1078662.500000 Penalty: 884.747986
	Iteration 43Q: 3 clusters Score -1078662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1078662.875000 Penalty: 884.747986
	Iteration 44Q: 3 clusters Score -1078663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1078664.250000 Penalty: 884.747986
	Iteration 45Q: 3 clusters Score -1078664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1078667.250000 Penalty: 884.747986
	Iteration 46Q: 3 clusters Score -1078667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1078668.750000 Penalty: 884.747986
	Iteration 47Q: 3 clusters Score -1078669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1078667.250000 Penalty: 884.747986
	Iteration 48Q: 3 clusters Score -1078667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1078667.625000 Penalty: 884.747986
	Iteration 49Q: 3 clusters Score -1078668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1078673.875000 Penalty: 884.747986
	Iteration 50Q: 3 clusters Score -1078674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1078673.625000 Penalty: 884.747986
	Iteration 51Q: 3 clusters Score -1078674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1078675.125000 Penalty: 884.747986
	Iteration 52Q: 3 clusters Score -1078675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1078677.750000 Penalty: 884.747986
	Iteration 53Q: 3 clusters Score -1078678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1078681.625000 Penalty: 884.747986
	Iteration 54Q: 3 clusters Score -1078682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1078682.875000 Penalty: 884.747986
	Iteration 55Q: 3 clusters Score -1078683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1078685.750000 Penalty: 884.747986
	Iteration 56Q: 3 clusters Score -1078686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1078687.625000 Penalty: 884.747986
	Iteration 57Q: 3 clusters Score -1078688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1078687.625000 Penalty: 884.747986
	Iteration 58Q: 3 clusters Score -1078688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1078688.750000 Penalty: 884.747986
	Iteration 59Q: 3 clusters Score -1078689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1078689.625000 Penalty: 884.747986
	Iteration 60F: 3 clusters Score -1078690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1078689.625000 Penalty: 884.747986
	Iteration 61Q: 3 clusters Score -1078690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1078689.750000 Penalty: 884.747986
	Iteration 62Q: 3 clusters Score -1078690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1078689.750000 Penalty: 884.747986
	Iteration 63F: 3 clusters Score -1078690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -249552.312500 Penalty: 377.549561
	Iteration 0F: 2 clusters Score -249552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -246866.203125 Penalty: 755.099121
	Iteration 0F: 3 clusters Score -246866.2 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -247809.359375 Penalty: 755.099121
	Iteration 1F: 3 clusters Score -247809.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -247993.078125 Penalty: 755.099121
	Iteration 2F: 3 clusters Score -247993.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -248239.921875 Penalty: 755.099121
	Iteration 3F: 3 clusters Score -248239.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -248536.984375 Penalty: 755.099121
	Iteration 4F: 3 clusters Score -248537 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -248856.593750 Penalty: 755.099121
	Iteration 5F: 3 clusters Score -248856.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -249110.921875 Penalty: 755.099121
	Iteration 6F: 3 clusters Score -249110.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -249216.578125 Penalty: 755.099121
	Iteration 7Q: 3 clusters Score -249216.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -249259.187500 Penalty: 755.099121
	Iteration 8Q: 3 clusters Score -249259.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -249284.031250 Penalty: 755.099121
	Iteration 9Q: 3 clusters Score -249284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -249308.062500 Penalty: 755.099121
	Iteration 10Q: 3 clusters Score -249308.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -249336.078125 Penalty: 755.099121
	Iteration 11Q: 3 clusters Score -249336.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -249356.921875 Penalty: 755.099121
	Iteration 12Q: 3 clusters Score -249356.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -249371.609375 Penalty: 755.099121
	Iteration 13Q: 3 clusters Score -249371.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -249378.296875 Penalty: 755.099121
	Iteration 14Q: 3 clusters Score -249378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -249381.359375 Penalty: 755.099121
	Iteration 15Q: 3 clusters Score -249381.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -249384.296875 Penalty: 755.099121
	Iteration 16Q: 3 clusters Score -249384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -249385.500000 Penalty: 755.099121
	Iteration 17Q: 3 clusters Score -249385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -249386.328125 Penalty: 755.099121
	Iteration 18Q: 3 clusters Score -249386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -249386.875000 Penalty: 755.099121
	Iteration 19Q: 3 clusters Score -249386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -249387.640625 Penalty: 755.099121
	Iteration 20F: 3 clusters Score -249387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -249388.515625 Penalty: 755.099121
	Iteration 21Q: 3 clusters Score -249388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -249389.437500 Penalty: 755.099121
	Iteration 22Q: 3 clusters Score -249389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -249389.062500 Penalty: 755.099121
	Iteration 23Q: 3 clusters Score -249389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -249389.046875 Penalty: 755.099121
	Iteration 24Q: 3 clusters Score -249389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -249389.562500 Penalty: 755.099121
	Iteration 25Q: 3 clusters Score -249389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -249389.234375 Penalty: 755.099121
	Iteration 26Q: 3 clusters Score -249389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -249389.406250 Penalty: 755.099121
	Iteration 27Q: 3 clusters Score -249389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -249389.406250 Penalty: 755.099121
	Iteration 28F: 3 clusters Score -249389.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Entering Unmasked Estep 
Score: -5361234.000000 Penalty: 517.028015
	Iteration 0F: 2 clusters Score -5361234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5303670.500000 Penalty: 1034.056030
	Iteration 0F: 3 clusters Score -5303670 nChanged 42060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -5329260.500000 Penalty: 1034.056030
	Iteration 1F: 3 clusters Score -5329260 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -5331025.000000 Penalty: 1034.056030
	Iteration 2F: 3 clusters Score -5331025 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5334204.500000 Penalty: 1034.056030
	Iteration 3F: 3 clusters Score -5334204 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5339411.500000 Penalty: 1034.056030
	Iteration 4F: 3 clusters Score -5339412 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -5345872.500000 Penalty: 1034.056030
	Iteration 5F: 3 clusters Score -5345872 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -5351591.000000 Penalty: 1034.056030
	Iteration 6F: 3 clusters Score -5351591 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -5355268.500000 Penalty: 1034.056030
	Iteration 7Q: 3 clusters Score -5355268 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -5356740.500000 Penalty: 1034.056030
	Iteration 8Q: 3 clusters Score -5356740 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -5357537.000000 Penalty: 1034.056030
	Iteration 9Q: 3 clusters Score -5357537 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5358063.000000 Penalty: 1034.056030
	Iteration 10Q: 3 clusters Score -5358063 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5358556.500000 Penalty: 1034.056030
	Iteration 11Q: 3 clusters Score -5358556 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5359018.000000 Penalty: 1034.056030
	Iteration 12Q: 3 clusters Score -5359018 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5359449.500000 Penalty: 1034.056030
	Iteration 13Q: 3 clusters Score -5359450 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5359817.000000 Penalty: 1034.056030
	Iteration 14Q: 3 clusters Score -5359817 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5360049.500000 Penalty: 1034.056030
	Iteration 15Q: 3 clusters Score -5360050 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5360291.500000 Penalty: 1034.056030
	Iteration 16Q: 3 clusters Score -5360292 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5360490.500000 Penalty: 1034.056030
	Iteration 17Q: 3 clusters Score -5360490 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5360600.000000 Penalty: 1034.056030
	Iteration 18Q: 3 clusters Score -5360600 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5360683.500000 Penalty: 1034.056030
	Iteration 19Q: 3 clusters Score -5360684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5360733.500000 Penalty: 1034.056030
	Iteration 20F: 3 clusters Score -5360734 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5360773.000000 Penalty: 1034.056030
	Iteration 21Q: 3 clusters Score -5360773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5360790.000000 Penalty: 1034.056030
	Iteration 22Q: 3 clusters Score -5360790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5360802.000000 Penalty: 1034.056030
	Iteration 23Q: 3 clusters Score -5360802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5360818.000000 Penalty: 1034.056030
	Iteration 24Q: 3 clusters Score -5360818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5360833.500000 Penalty: 1034.056030
	Iteration 25Q: 3 clusters Score -5360834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5360837.000000 Penalty: 1034.056030
	Iteration 26Q: 3 clusters Score -5360837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5360837.000000 Penalty: 1034.056030
	Iteration 27Q: 3 clusters Score -5360837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5360844.500000 Penalty: 1034.056030
	Iteration 28Q: 3 clusters Score -5360844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5360850.000000 Penalty: 1034.056030
	Iteration 29Q: 3 clusters Score -5360850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5360851.500000 Penalty: 1034.056030
	Iteration 30Q: 3 clusters Score -5360852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5360849.000000 Penalty: 1034.056030
	Iteration 31Q: 3 clusters Score -5360849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5360851.500000 Penalty: 1034.056030
	Iteration 32Q: 3 clusters Score -5360852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5360850.000000 Penalty: 1034.056030
	Iteration 33Q: 3 clusters Score -5360850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5360851.000000 Penalty: 1034.056030
	Iteration 34Q: 3 clusters Score -5360851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5360847.000000 Penalty: 1034.056030
	Iteration 35Q: 3 clusters Score -5360847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5360851.500000 Penalty: 1034.056030
	Iteration 36Q: 3 clusters Score -5360852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5360847.000000 Penalty: 1034.056030
	Iteration 37Q: 3 clusters Score -5360847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5360847.500000 Penalty: 1034.056030
	Iteration 38Q: 3 clusters Score -5360848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5360846.500000 Penalty: 1034.056030
	Iteration 39Q: 3 clusters Score -5360846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5360840.000000 Penalty: 1034.056030
	Iteration 40F: 3 clusters Score -5360840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5360844.000000 Penalty: 1034.056030
	Iteration 41Q: 3 clusters Score -5360844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5360849.000000 Penalty: 1034.056030
	Iteration 42Q: 3 clusters Score -5360849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5360849.000000 Penalty: 1034.056030
	Iteration 43Q: 3 clusters Score -5360849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5360853.500000 Penalty: 1034.056030
	Iteration 44Q: 3 clusters Score -5360854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5360850.500000 Penalty: 1034.056030
	Iteration 45Q: 3 clusters Score -5360850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5360850.500000 Penalty: 1034.056030
	Iteration 46F: 3 clusters Score -5360850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -35201.058594 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -35201.06 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 302 members 
Entering Unmasked Estep 
Score: -34676.714844 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -34676.71 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34863.234375 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -34863.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34932.781250 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -34932.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34990.765625 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -34990.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35019.406250 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -35019.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35031.300781 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -35031.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35045.433594 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -35045.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35058.777344 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -35058.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35068.324219 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -35068.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35074.562500 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -35074.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35076.132812 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -35076.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35077.914062 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -35077.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35082.582031 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -35082.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35085.425781 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -35085.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35085.628906 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -35085.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35085.628906 Penalty: 582.120605
	Iteration 15F: 3 clusters Score -35085.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -104477.515625 Penalty: 339.137054
	Iteration 0F: 2 clusters Score -104477.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -103226.968750 Penalty: 678.274109
	Iteration 0F: 3 clusters Score -103227 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -103655.601562 Penalty: 678.274109
	Iteration 1F: 3 clusters Score -103655.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -103784.164062 Penalty: 678.274109
	Iteration 2F: 3 clusters Score -103784.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103900.851562 Penalty: 678.274109
	Iteration 3F: 3 clusters Score -103900.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103997.000000 Penalty: 678.274109
	Iteration 4F: 3 clusters Score -103997 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104079.289062 Penalty: 678.274109
	Iteration 5F: 3 clusters Score -104079.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -104125.203125 Penalty: 678.274109
	Iteration 6Q: 3 clusters Score -104125.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104157.437500 Penalty: 678.274109
	Iteration 7Q: 3 clusters Score -104157.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -104194.687500 Penalty: 678.274109
	Iteration 8Q: 3 clusters Score -104194.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104209.210938 Penalty: 678.274109
	Iteration 9Q: 3 clusters Score -104209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -104216.773438 Penalty: 678.274109
	Iteration 10Q: 3 clusters Score -104216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -104223.117188 Penalty: 678.274109
	Iteration 11Q: 3 clusters Score -104223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -104227.484375 Penalty: 678.274109
	Iteration 12Q: 3 clusters Score -104227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -104227.898438 Penalty: 678.274109
	Iteration 13Q: 3 clusters Score -104227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -104227.898438 Penalty: 678.274109
	Iteration 14F: 3 clusters Score -104227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 81 members 
Entering Unmasked Estep 
Score: -9779.249023 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9779.249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9993.292969 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9993.293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10022.226562 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10022.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10023.276367 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10023.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10027.076172 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10027.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10027.768555 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10027.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10027.768555 Penalty: 468.421997
	Iteration 6F: 3 clusters Score -10027.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 120 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 52 members 
Entering Unmasked Estep 
Score: -53293976.000000 Penalty: 45531.234375
Splitting cluster 8 changes total score from -53294200.000000 to -53293976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (83529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Entering Unmasked Estep 
Score: -5218009.000000 Penalty: 515.649170
	Iteration 0F: 2 clusters Score -5218009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5162341.000000 Penalty: 1031.298340
	Iteration 0F: 3 clusters Score -5162341 nChanged 40785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5187059.500000 Penalty: 1031.298340
	Iteration 1F: 3 clusters Score -5187060 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5189119.500000 Penalty: 1031.298340
	Iteration 2Q: 3 clusters Score -5189120 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -5193006.000000 Penalty: 1031.298340
	Iteration 3F: 3 clusters Score -5193006 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5199400.000000 Penalty: 1031.298340
	Iteration 4F: 3 clusters Score -5199400 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -5205102.000000 Penalty: 1031.298340
	Iteration 5F: 3 clusters Score -5205102 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5206912.000000 Penalty: 1031.298340
	Iteration 6F: 3 clusters Score -5206912 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -5207315.000000 Penalty: 1031.298340
	Iteration 7Q: 3 clusters Score -5207315 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -5207487.000000 Penalty: 1031.298340
	Iteration 8Q: 3 clusters Score -5207487 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5207636.500000 Penalty: 1031.298340
	Iteration 9Q: 3 clusters Score -5207636 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -5207811.000000 Penalty: 1031.298340
	Iteration 10Q: 3 clusters Score -5207811 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5207939.500000 Penalty: 1031.298340
	Iteration 11Q: 3 clusters Score -5207940 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -5208073.500000 Penalty: 1031.298340
	Iteration 12Q: 3 clusters Score -5208074 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -5208191.000000 Penalty: 1031.298340
	Iteration 13Q: 3 clusters Score -5208191 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -5208324.000000 Penalty: 1031.298340
	Iteration 14Q: 3 clusters Score -5208324 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5208431.000000 Penalty: 1031.298340
	Iteration 15Q: 3 clusters Score -5208431 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5208598.500000 Penalty: 1031.298340
	Iteration 16Q: 3 clusters Score -5208598 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5208749.500000 Penalty: 1031.298340
	Iteration 17Q: 3 clusters Score -5208750 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -5208933.500000 Penalty: 1031.298340
	Iteration 18Q: 3 clusters Score -5208934 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5209142.000000 Penalty: 1031.298340
	Iteration 19Q: 3 clusters Score -5209142 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -5209335.500000 Penalty: 1031.298340
	Iteration 20F: 3 clusters Score -5209336 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -5209549.000000 Penalty: 1031.298340
	Iteration 21Q: 3 clusters Score -5209549 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5209778.500000 Penalty: 1031.298340
	Iteration 22Q: 3 clusters Score -5209778 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5210083.500000 Penalty: 1031.298340
	Iteration 23Q: 3 clusters Score -5210084 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -5210345.000000 Penalty: 1031.298340
	Iteration 24Q: 3 clusters Score -5210345 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5210680.500000 Penalty: 1031.298340
	Iteration 25Q: 3 clusters Score -5210680 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -5211065.000000 Penalty: 1031.298340
	Iteration 26Q: 3 clusters Score -5211065 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -5211500.000000 Penalty: 1031.298340
	Iteration 27Q: 3 clusters Score -5211500 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -5211897.500000 Penalty: 1031.298340
	Iteration 28Q: 3 clusters Score -5211898 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 35516 members 
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Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 35767 members 
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Mstep: Class 2 contains 36021 members 
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Mstep: Class 2 contains 36289 members 
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	Iteration 33Q: 3 clusters Score -5213754 nChanged 915
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Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 36822 members 
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Mstep: Class 2 contains 37070 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 37572 members 
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Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 38093 members 
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	Iteration 40F: 3 clusters Score -5214673 nChanged 337
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Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 39678 members 
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	Iteration 48Q: 3 clusters Score -5214853 nChanged 206
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Mstep: Class 1 contains 43441 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5214852 nChanged 195
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Mstep: Class 1 contains 43246 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42735 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5214848 nChanged 200
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	Iteration 79Q: 3 clusters Score -5214828 nChanged 239
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	Iteration 80F: 3 clusters Score -5214848 nChanged 250
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	Iteration 83Q: 3 clusters Score -5214882 nChanged 268
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	Iteration 84Q: 3 clusters Score -5214880 nChanged 271
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	Iteration 86Q: 3 clusters Score -5214918 nChanged 268
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	Iteration 87Q: 3 clusters Score -5214940 nChanged 275
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	Iteration 88Q: 3 clusters Score -5214920 nChanged 261
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	Iteration 89Q: 3 clusters Score -5214908 nChanged 269
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	Iteration 90Q: 3 clusters Score -5214912 nChanged 237
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	Iteration 93Q: 3 clusters Score -5214915 nChanged 203
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	Iteration 94Q: 3 clusters Score -5214918 nChanged 186
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	Iteration 95Q: 3 clusters Score -5214925 nChanged 187
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	Iteration 97Q: 3 clusters Score -5214930 nChanged 170
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	Iteration 98Q: 3 clusters Score -5214923 nChanged 193
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	Iteration 99Q: 3 clusters Score -5214918 nChanged 220
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	Iteration 100F: 3 clusters Score -5214908 nChanged 197
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	Iteration 107Q: 3 clusters Score -5214910 nChanged 136
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	Iteration 110Q: 3 clusters Score -5214917 nChanged 145
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	Iteration 119Q: 3 clusters Score -5214900 nChanged 142
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	Iteration 120F: 3 clusters Score -5214888 nChanged 139
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	Iteration 121Q: 3 clusters Score -5214912 nChanged 147
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Mstep: Class 2 contains 75361 members 
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	Iteration 215Q: 3 clusters Score -5216084 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5216172 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5216256 nChanged 343
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Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5216344 nChanged 329
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5216418 nChanged 311
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Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5216468 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5216532 nChanged 266
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Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5216586 nChanged 263
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Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5216650 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5216700 nChanged 246
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Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5216764 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5216796 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5216832 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5216880 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5216905 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5216947 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5216999 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5217048 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5217081 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5217130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5217138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5217186 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5217237 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5217273 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5217308 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -5217351.000000 Penalty: 1031.298340
	Iteration 240F: 3 clusters Score -5217351 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -5217394.000000 Penalty: 1031.298340
	Iteration 241Q: 3 clusters Score -5217394 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5217434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5217452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5217454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5217476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5217508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5217518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5217538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5217558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5217558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -5217560.000000 Penalty: 1031.298340
	Iteration 251Q: 3 clusters Score -5217560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -5217570.000000 Penalty: 1031.298340
	Iteration 252Q: 3 clusters Score -5217570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -5217572.500000 Penalty: 1031.298340
	Iteration 253Q: 3 clusters Score -5217572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -5217584.000000 Penalty: 1031.298340
	Iteration 254Q: 3 clusters Score -5217584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -5217588.500000 Penalty: 1031.298340
	Iteration 255Q: 3 clusters Score -5217588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -5217604.000000 Penalty: 1031.298340
	Iteration 256Q: 3 clusters Score -5217604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -5217608.000000 Penalty: 1031.298340
	Iteration 257Q: 3 clusters Score -5217608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -5217619.500000 Penalty: 1031.298340
	Iteration 258Q: 3 clusters Score -5217620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -5217618.000000 Penalty: 1031.298340
	Iteration 259Q: 3 clusters Score -5217618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -5217623.000000 Penalty: 1031.298340
	Iteration 260F: 3 clusters Score -5217623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -5217625.000000 Penalty: 1031.298340
	Iteration 261Q: 3 clusters Score -5217625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -5217632.000000 Penalty: 1031.298340
	Iteration 262Q: 3 clusters Score -5217632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -5217629.500000 Penalty: 1031.298340
	Iteration 263Q: 3 clusters Score -5217630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -5217637.500000 Penalty: 1031.298340
	Iteration 264Q: 3 clusters Score -5217638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -5217640.000000 Penalty: 1031.298340
	Iteration 265Q: 3 clusters Score -5217640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -5217637.000000 Penalty: 1031.298340
	Iteration 266Q: 3 clusters Score -5217637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -5217633.500000 Penalty: 1031.298340
	Iteration 267Q: 3 clusters Score -5217634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -5217644.500000 Penalty: 1031.298340
	Iteration 268Q: 3 clusters Score -5217644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -5217645.500000 Penalty: 1031.298340
	Iteration 269Q: 3 clusters Score -5217646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -5217651.000000 Penalty: 1031.298340
	Iteration 270Q: 3 clusters Score -5217651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -5217649.500000 Penalty: 1031.298340
	Iteration 271Q: 3 clusters Score -5217650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -5217651.000000 Penalty: 1031.298340
	Iteration 272Q: 3 clusters Score -5217651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -5217656.500000 Penalty: 1031.298340
	Iteration 273Q: 3 clusters Score -5217656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5217662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5217666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -5217669.000000 Penalty: 1031.298340
	Iteration 276Q: 3 clusters Score -5217669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -5217669.500000 Penalty: 1031.298340
	Iteration 277Q: 3 clusters Score -5217670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -5217673.000000 Penalty: 1031.298340
	Iteration 278Q: 3 clusters Score -5217673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -5217674.000000 Penalty: 1031.298340
	Iteration 279Q: 3 clusters Score -5217674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -5217672.500000 Penalty: 1031.298340
	Iteration 280F: 3 clusters Score -5217672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -5217669.500000 Penalty: 1031.298340
	Iteration 281Q: 3 clusters Score -5217670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -5217671.500000 Penalty: 1031.298340
	Iteration 282Q: 3 clusters Score -5217672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -5217673.500000 Penalty: 1031.298340
	Iteration 283Q: 3 clusters Score -5217674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -5217672.500000 Penalty: 1031.298340
	Iteration 284Q: 3 clusters Score -5217672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -5217673.500000 Penalty: 1031.298340
	Iteration 285Q: 3 clusters Score -5217674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5217673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5217667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -5217672.500000 Penalty: 1031.298340
	Iteration 288Q: 3 clusters Score -5217672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -5217668.000000 Penalty: 1031.298340
	Iteration 289Q: 3 clusters Score -5217668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -5217679.500000 Penalty: 1031.298340
	Iteration 290Q: 3 clusters Score -5217680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -5217680.500000 Penalty: 1031.298340
	Iteration 291Q: 3 clusters Score -5217680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -5217681.000000 Penalty: 1031.298340
	Iteration 292Q: 3 clusters Score -5217681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -5217678.000000 Penalty: 1031.298340
	Iteration 293Q: 3 clusters Score -5217678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -5217679.000000 Penalty: 1031.298340
	Iteration 294Q: 3 clusters Score -5217679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -5217679.500000 Penalty: 1031.298340
	Iteration 295Q: 3 clusters Score -5217680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -5217677.500000 Penalty: 1031.298340
	Iteration 296Q: 3 clusters Score -5217678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -5217678.500000 Penalty: 1031.298340
	Iteration 297Q: 3 clusters Score -5217678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5217678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -5217677.500000 Penalty: 1031.298340
	Iteration 299F: 3 clusters Score -5217678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38113.566406 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38113.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37562.785156 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37562.79 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37850.195312 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37850.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37954.878906 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37954.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38016.691406 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -38016.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38075.363281 Penalty: 586.126160
	Iteration 4F: 3 clusters Score -38075.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -38154.628906 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -38154.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -38203.164062 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -38203.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38260.015625 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38260.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38313.644531 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38313.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38341.699219 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38341.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38350.347656 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38350.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38354.828125 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38354.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38357.898438 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38360.308594 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38360.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38364.304688 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -38364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38364.453125 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -38364.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38364.453125 Penalty: 586.126160
	Iteration 16F: 3 clusters Score -38364.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Entering Unmasked Estep 
Score: -53294224.000000 Penalty: 45531.234375
Splitting cluster 10 changes total score from -53294200.000000 to -53294224.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 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 158 members 
Entering Unmasked Estep 
Score: -18243.593750 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18243.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18359.603516 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18359.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18379.794922 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18379.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18391.605469 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18391.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18407.082031 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18407.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18428.953125 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18428.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18431.914062 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18431.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18435.488281 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18435.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18437.791016 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18437.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18440.083984 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18440.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18441.703125 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18442.341797 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18442.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18443.589844 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18443.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18443.589844 Penalty: 517.822693
	Iteration 13F: 3 clusters Score -18443.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Entering Unmasked Estep 
Score: -4996788.000000 Penalty: 514.515259
	Iteration 0F: 2 clusters Score -4996788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -4941987.500000 Penalty: 1029.030518
	Iteration 0F: 3 clusters Score -4941988 nChanged 39881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -4968140.500000 Penalty: 1029.030518
	Iteration 1F: 3 clusters Score -4968140 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -4971941.000000 Penalty: 1029.030518
	Iteration 2F: 3 clusters Score -4971941 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -4977515.500000 Penalty: 1029.030518
	Iteration 3F: 3 clusters Score -4977516 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -4983417.500000 Penalty: 1029.030518
	Iteration 4F: 3 clusters Score -4983418 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -4987482.500000 Penalty: 1029.030518
	Iteration 5F: 3 clusters Score -4987482 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -4989556.500000 Penalty: 1029.030518
	Iteration 6Q: 3 clusters Score -4989556 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -4990899.500000 Penalty: 1029.030518
	Iteration 7Q: 3 clusters Score -4990900 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -4991884.500000 Penalty: 1029.030518
	Iteration 8Q: 3 clusters Score -4991884 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -4992761.500000 Penalty: 1029.030518
	Iteration 9Q: 3 clusters Score -4992762 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -4993474.000000 Penalty: 1029.030518
	Iteration 10Q: 3 clusters Score -4993474 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -4994078.500000 Penalty: 1029.030518
	Iteration 11Q: 3 clusters Score -4994078 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -4994590.500000 Penalty: 1029.030518
	Iteration 12Q: 3 clusters Score -4994590 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -4994990.000000 Penalty: 1029.030518
	Iteration 13Q: 3 clusters Score -4994990 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -4995350.500000 Penalty: 1029.030518
	Iteration 14Q: 3 clusters Score -4995350 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -4995639.500000 Penalty: 1029.030518
	Iteration 15Q: 3 clusters Score -4995640 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -4995825.000000 Penalty: 1029.030518
	Iteration 16Q: 3 clusters Score -4995825 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -4995955.500000 Penalty: 1029.030518
	Iteration 17Q: 3 clusters Score -4995956 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -4996063.500000 Penalty: 1029.030518
	Iteration 18Q: 3 clusters Score -4996064 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -4996171.500000 Penalty: 1029.030518
	Iteration 19Q: 3 clusters Score -4996172 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -4996232.500000 Penalty: 1029.030518
	Iteration 20F: 3 clusters Score -4996232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -4996286.500000 Penalty: 1029.030518
	Iteration 21Q: 3 clusters Score -4996286 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -4996357.000000 Penalty: 1029.030518
	Iteration 22Q: 3 clusters Score -4996357 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -4996381.000000 Penalty: 1029.030518
	Iteration 23Q: 3 clusters Score -4996381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -4996424.000000 Penalty: 1029.030518
	Iteration 24Q: 3 clusters Score -4996424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -4996455.000000 Penalty: 1029.030518
	Iteration 25Q: 3 clusters Score -4996455 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -4996488.500000 Penalty: 1029.030518
	Iteration 26Q: 3 clusters Score -4996488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -4996487.500000 Penalty: 1029.030518
	Iteration 27Q: 3 clusters Score -4996488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -4996505.000000 Penalty: 1029.030518
	Iteration 28Q: 3 clusters Score -4996505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -4996508.000000 Penalty: 1029.030518
	Iteration 29Q: 3 clusters Score -4996508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -4996508.500000 Penalty: 1029.030518
	Iteration 30Q: 3 clusters Score -4996508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -4996523.000000 Penalty: 1029.030518
	Iteration 31Q: 3 clusters Score -4996523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -4996534.000000 Penalty: 1029.030518
	Iteration 32Q: 3 clusters Score -4996534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -4996532.000000 Penalty: 1029.030518
	Iteration 33Q: 3 clusters Score -4996532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -4996545.500000 Penalty: 1029.030518
	Iteration 34Q: 3 clusters Score -4996546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -4996543.500000 Penalty: 1029.030518
	Iteration 35Q: 3 clusters Score -4996544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -4996545.000000 Penalty: 1029.030518
	Iteration 36Q: 3 clusters Score -4996545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -4996550.500000 Penalty: 1029.030518
	Iteration 37Q: 3 clusters Score -4996550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -4996557.000000 Penalty: 1029.030518
	Iteration 38Q: 3 clusters Score -4996557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -4996564.000000 Penalty: 1029.030518
	Iteration 39Q: 3 clusters Score -4996564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -4996569.000000 Penalty: 1029.030518
	Iteration 40F: 3 clusters Score -4996569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -4996570.000000 Penalty: 1029.030518
	Iteration 41Q: 3 clusters Score -4996570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -4996570.000000 Penalty: 1029.030518
	Iteration 42Q: 3 clusters Score -4996570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -4996581.500000 Penalty: 1029.030518
	Iteration 43Q: 3 clusters Score -4996582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -4996578.500000 Penalty: 1029.030518
	Iteration 44Q: 3 clusters Score -4996578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -4996579.500000 Penalty: 1029.030518
	Iteration 45Q: 3 clusters Score -4996580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -4996583.500000 Penalty: 1029.030518
	Iteration 46Q: 3 clusters Score -4996584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -4996584.500000 Penalty: 1029.030518
	Iteration 47Q: 3 clusters Score -4996584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -4996589.000000 Penalty: 1029.030518
	Iteration 48Q: 3 clusters Score -4996589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -4996581.500000 Penalty: 1029.030518
	Iteration 49Q: 3 clusters Score -4996582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -4996585.500000 Penalty: 1029.030518
	Iteration 50Q: 3 clusters Score -4996586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -4996586.000000 Penalty: 1029.030518
	Iteration 51Q: 3 clusters Score -4996586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -4996585.000000 Penalty: 1029.030518
	Iteration 52Q: 3 clusters Score -4996585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -4996585.000000 Penalty: 1029.030518
	Iteration 53F: 3 clusters Score -4996585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -180451.093750 Penalty: 362.919464
	Iteration 0F: 2 clusters Score -180451.1 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 1449 members 
Entering Unmasked Estep 
Score: -178433.625000 Penalty: 725.838928
	Iteration 0F: 3 clusters Score -178433.6 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -179147.906250 Penalty: 725.838928
	Iteration 1F: 3 clusters Score -179147.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -179246.843750 Penalty: 725.838928
	Iteration 2F: 3 clusters Score -179246.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -179343.984375 Penalty: 725.838928
	Iteration 3F: 3 clusters Score -179344 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -179459.250000 Penalty: 725.838928
	Iteration 4F: 3 clusters Score -179459.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -179630.281250 Penalty: 725.838928
	Iteration 5F: 3 clusters Score -179630.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -179861.234375 Penalty: 725.838928
	Iteration 6F: 3 clusters Score -179861.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -180039.484375 Penalty: 725.838928
	Iteration 7F: 3 clusters Score -180039.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -180145.921875 Penalty: 725.838928
	Iteration 8Q: 3 clusters Score -180145.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -180212.171875 Penalty: 725.838928
	Iteration 9Q: 3 clusters Score -180212.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -180245.718750 Penalty: 725.838928
	Iteration 10Q: 3 clusters Score -180245.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -180267.500000 Penalty: 725.838928
	Iteration 11Q: 3 clusters Score -180267.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -180288.203125 Penalty: 725.838928
	Iteration 12Q: 3 clusters Score -180288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -180301.203125 Penalty: 725.838928
	Iteration 13Q: 3 clusters Score -180301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -180305.171875 Penalty: 725.838928
	Iteration 14Q: 3 clusters Score -180305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -180307.281250 Penalty: 725.838928
	Iteration 15Q: 3 clusters Score -180307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -180309.437500 Penalty: 725.838928
	Iteration 16Q: 3 clusters Score -180309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -180310.703125 Penalty: 725.838928
	Iteration 17Q: 3 clusters Score -180310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -180311.859375 Penalty: 725.838928
	Iteration 18Q: 3 clusters Score -180311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -180312.375000 Penalty: 725.838928
	Iteration 19Q: 3 clusters Score -180312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -180313.000000 Penalty: 725.838928
	Iteration 20F: 3 clusters Score -180313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -180313.234375 Penalty: 725.838928
	Iteration 21Q: 3 clusters Score -180313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -180313.234375 Penalty: 725.838928
	Iteration 22F: 3 clusters Score -180313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -82176.750000 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82176.75 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82588.312500 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82588.31 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -82760.328125 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82760.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -82899.960938 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -82899.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -82975.562500 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -82975.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -83041.687500 Penalty: 651.919128
	Iteration 5F: 3 clusters Score -83041.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -83067.960938 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -83067.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -83082.578125 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83082.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -83091.117188 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83091.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -83101.085938 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83101.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -83109.015625 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83109.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -83120.437500 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83120.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -83132.343750 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83132.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -83143.757812 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -83143.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -83162.750000 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -83162.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -83189.492188 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -83189.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -83217.226562 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -83217.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -83231.437500 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -83231.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -83241.687500 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -83241.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -83250.781250 Penalty: 651.919128
	Iteration 19Q: 3 clusters Score -83250.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -83256.835938 Penalty: 651.919128
	Iteration 20F: 3 clusters Score -83256.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83258.460938 Penalty: 651.919128
	Iteration 21Q: 3 clusters Score -83258.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83258.937500 Penalty: 651.919128
	Iteration 22Q: 3 clusters Score -83258.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83258.937500 Penalty: 651.919128
	Iteration 23F: 3 clusters Score -83258.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 691 members 
Entering Unmasked Estep 
Score: -53294012.000000 Penalty: 46154.949219
Splitting cluster 14 changes total score from -53294200.000000 to -53294012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (82296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Entering Unmasked Estep 
Score: -5160664.000000 Penalty: 514.972534
	Iteration 0F: 2 clusters Score -5160664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5106125.500000 Penalty: 1029.945068
	Iteration 0F: 3 clusters Score -5106126 nChanged 40039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5131734.500000 Penalty: 1029.945068
	Iteration 1F: 3 clusters Score -5131734 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -5134947.500000 Penalty: 1029.945068
	Iteration 2F: 3 clusters Score -5134948 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -5140460.500000 Penalty: 1029.945068
	Iteration 3F: 3 clusters Score -5140460 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -5146858.500000 Penalty: 1029.945068
	Iteration 4F: 3 clusters Score -5146858 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -5150160.000000 Penalty: 1029.945068
	Iteration 5F: 3 clusters Score -5150160 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -5150995.500000 Penalty: 1029.945068
	Iteration 6Q: 3 clusters Score -5150996 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -5151354.500000 Penalty: 1029.945068
	Iteration 7Q: 3 clusters Score -5151354 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -5151520.500000 Penalty: 1029.945068
	Iteration 8Q: 3 clusters Score -5151520 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -5151689.000000 Penalty: 1029.945068
	Iteration 9Q: 3 clusters Score -5151689 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -5151883.000000 Penalty: 1029.945068
	Iteration 10Q: 3 clusters Score -5151883 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -5151974.500000 Penalty: 1029.945068
	Iteration 11Q: 3 clusters Score -5151974 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -5152032.000000 Penalty: 1029.945068
	Iteration 12Q: 3 clusters Score -5152032 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -5152098.500000 Penalty: 1029.945068
	Iteration 13Q: 3 clusters Score -5152098 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -5152136.500000 Penalty: 1029.945068
	Iteration 14Q: 3 clusters Score -5152136 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -5152140.500000 Penalty: 1029.945068
	Iteration 15Q: 3 clusters Score -5152140 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5152151.500000 Penalty: 1029.945068
	Iteration 16Q: 3 clusters Score -5152152 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -5152137.000000 Penalty: 1029.945068
	Iteration 17Q: 3 clusters Score -5152137 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -5152132.000000 Penalty: 1029.945068
	Iteration 18Q: 3 clusters Score -5152132 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -5152134.000000 Penalty: 1029.945068
	Iteration 19Q: 3 clusters Score -5152134 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -5152116.500000 Penalty: 1029.945068
	Iteration 20F: 3 clusters Score -5152116 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -5152109.000000 Penalty: 1029.945068
	Iteration 21Q: 3 clusters Score -5152109 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -5152095.500000 Penalty: 1029.945068
	Iteration 22Q: 3 clusters Score -5152096 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -5152075.000000 Penalty: 1029.945068
	Iteration 23Q: 3 clusters Score -5152075 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -5152086.000000 Penalty: 1029.945068
	Iteration 24Q: 3 clusters Score -5152086 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -5152062.500000 Penalty: 1029.945068
	Iteration 25Q: 3 clusters Score -5152062 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -5152062.000000 Penalty: 1029.945068
	Iteration 26Q: 3 clusters Score -5152062 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -5152060.000000 Penalty: 1029.945068
	Iteration 27Q: 3 clusters Score -5152060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -5152062.000000 Penalty: 1029.945068
	Iteration 28Q: 3 clusters Score -5152062 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -5152062.000000 Penalty: 1029.945068
	Iteration 29Q: 3 clusters Score -5152062 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -5152078.000000 Penalty: 1029.945068
	Iteration 30Q: 3 clusters Score -5152078 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5152076.500000 Penalty: 1029.945068
	Iteration 31Q: 3 clusters Score -5152076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -5152073.000000 Penalty: 1029.945068
	Iteration 32Q: 3 clusters Score -5152073 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -5152064.500000 Penalty: 1029.945068
	Iteration 33Q: 3 clusters Score -5152064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -5152066.000000 Penalty: 1029.945068
	Iteration 34Q: 3 clusters Score -5152066 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5152036 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36020 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5152012 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -5151994.500000 Penalty: 1029.945068
	Iteration 40F: 3 clusters Score -5151994 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5152012 nChanged 230
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Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5152021 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5152018 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5152004 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5151989 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5151970.500000 Penalty: 1029.945068
	Iteration 46Q: 3 clusters Score -5151970 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5151977 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5151960 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5151972 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5151965.500000 Penalty: 1029.945068
	Iteration 50Q: 3 clusters Score -5151966 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5151983 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5151973 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5152001.500000 Penalty: 1029.945068
	Iteration 53Q: 3 clusters Score -5152002 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5151999 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5152004 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5152026.500000 Penalty: 1029.945068
	Iteration 56Q: 3 clusters Score -5152026 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5152028 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5152032 nChanged 187
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Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5152025 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5152038.500000 Penalty: 1029.945068
	Iteration 60F: 3 clusters Score -5152038 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5152037.500000 Penalty: 1029.945068
	Iteration 61Q: 3 clusters Score -5152038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5152035 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5152068 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5152074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5152078 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5152094 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5152078 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5152077 nChanged 219
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5152116 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5152121 nChanged 190
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Mstep: Class 1 contains 43283 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5152126 nChanged 197
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Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5152124 nChanged 186
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5152138 nChanged 187
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Mstep: Class 1 contains 43773 members 
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Entering Unmasked Estep 
Score: -5152141.500000 Penalty: 1029.945068
	Iteration 77Q: 3 clusters Score -5152142 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43932 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5152166 nChanged 201
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5152166 nChanged 198
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5152179 nChanged 198
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Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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	Iteration 82Q: 3 clusters Score -5152168 nChanged 200
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -5152329.500000 Penalty: 1029.945068
	Iteration 91Q: 3 clusters Score -5152330 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5152372 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46922 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47586 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48240 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5152484 nChanged 357
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Mstep: Class 1 contains 48575 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5152525 nChanged 357
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Mstep: Class 1 contains 48912 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49230 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5152630 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5152648 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5152824 nChanged 408
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Mstep: Class 1 contains 51862 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5152920 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54800 members 
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Entering Unmasked Estep 
Score: -5153231.500000 Penalty: 1029.945068
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Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5153377 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5153455.500000 Penalty: 1029.945068
	Iteration 116Q: 3 clusters Score -5153456 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5153551.500000 Penalty: 1029.945068
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Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5153707 nChanged 611
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Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5153781.500000 Penalty: 1029.945068
	Iteration 120F: 3 clusters Score -5153782 nChanged 585
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Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5153874 nChanged 594
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Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5153953 nChanged 549
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Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5154078 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5154193.000000 Penalty: 1029.945068
	Iteration 124Q: 3 clusters Score -5154193 nChanged 607
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Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5154272.000000 Penalty: 1029.945068
	Iteration 125Q: 3 clusters Score -5154272 nChanged 616
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Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5154379.000000 Penalty: 1029.945068
	Iteration 126Q: 3 clusters Score -5154379 nChanged 589
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Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5154468.000000 Penalty: 1029.945068
	Iteration 127Q: 3 clusters Score -5154468 nChanged 600
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Entering Unmasked Estep 
Score: -5154582.000000 Penalty: 1029.945068
	Iteration 128Q: 3 clusters Score -5154582 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5154705.000000 Penalty: 1029.945068
	Iteration 129Q: 3 clusters Score -5154705 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5154828.000000 Penalty: 1029.945068
	Iteration 130Q: 3 clusters Score -5154828 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5154915.500000 Penalty: 1029.945068
	Iteration 131Q: 3 clusters Score -5154916 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -5155068.000000 Penalty: 1029.945068
	Iteration 132Q: 3 clusters Score -5155068 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5155205.500000 Penalty: 1029.945068
	Iteration 133Q: 3 clusters Score -5155206 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -5155349.500000 Penalty: 1029.945068
	Iteration 134Q: 3 clusters Score -5155350 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5155502.500000 Penalty: 1029.945068
	Iteration 135Q: 3 clusters Score -5155502 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5155679.500000 Penalty: 1029.945068
	Iteration 136Q: 3 clusters Score -5155680 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -5155925.000000 Penalty: 1029.945068
	Iteration 137Q: 3 clusters Score -5155925 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5156176.500000 Penalty: 1029.945068
	Iteration 138Q: 3 clusters Score -5156176 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5156466.500000 Penalty: 1029.945068
	Iteration 139Q: 3 clusters Score -5156466 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -5156782.500000 Penalty: 1029.945068
	Iteration 140F: 3 clusters Score -5156782 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5157177.500000 Penalty: 1029.945068
	Iteration 141Q: 3 clusters Score -5157178 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -5157542.500000 Penalty: 1029.945068
	Iteration 142Q: 3 clusters Score -5157542 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -5157928.500000 Penalty: 1029.945068
	Iteration 143Q: 3 clusters Score -5157928 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5158333.500000 Penalty: 1029.945068
	Iteration 144Q: 3 clusters Score -5158334 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5158709.000000 Penalty: 1029.945068
	Iteration 145Q: 3 clusters Score -5158709 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5159014.500000 Penalty: 1029.945068
	Iteration 146Q: 3 clusters Score -5159014 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5159255.000000 Penalty: 1029.945068
	Iteration 147Q: 3 clusters Score -5159255 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5159498.000000 Penalty: 1029.945068
	Iteration 148Q: 3 clusters Score -5159498 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5159690.000000 Penalty: 1029.945068
	Iteration 149Q: 3 clusters Score -5159690 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5159852.500000 Penalty: 1029.945068
	Iteration 150Q: 3 clusters Score -5159852 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5159958.500000 Penalty: 1029.945068
	Iteration 151Q: 3 clusters Score -5159958 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5160050.500000 Penalty: 1029.945068
	Iteration 152Q: 3 clusters Score -5160050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5160116.000000 Penalty: 1029.945068
	Iteration 153Q: 3 clusters Score -5160116 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5160172.500000 Penalty: 1029.945068
	Iteration 154Q: 3 clusters Score -5160172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5160222.500000 Penalty: 1029.945068
	Iteration 155Q: 3 clusters Score -5160222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5160239.500000 Penalty: 1029.945068
	Iteration 156Q: 3 clusters Score -5160240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5160250.500000 Penalty: 1029.945068
	Iteration 157Q: 3 clusters Score -5160250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5160270.000000 Penalty: 1029.945068
	Iteration 158Q: 3 clusters Score -5160270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5160285.000000 Penalty: 1029.945068
	Iteration 159Q: 3 clusters Score -5160285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5160306.500000 Penalty: 1029.945068
	Iteration 160F: 3 clusters Score -5160306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5160317.500000 Penalty: 1029.945068
	Iteration 161Q: 3 clusters Score -5160318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5160322.500000 Penalty: 1029.945068
	Iteration 162Q: 3 clusters Score -5160322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5160336.500000 Penalty: 1029.945068
	Iteration 163Q: 3 clusters Score -5160336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5160337.000000 Penalty: 1029.945068
	Iteration 164Q: 3 clusters Score -5160337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5160340.000000 Penalty: 1029.945068
	Iteration 165Q: 3 clusters Score -5160340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5160353.000000 Penalty: 1029.945068
	Iteration 166Q: 3 clusters Score -5160353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5160353.500000 Penalty: 1029.945068
	Iteration 167Q: 3 clusters Score -5160354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5160355.000000 Penalty: 1029.945068
	Iteration 168Q: 3 clusters Score -5160355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5160361.000000 Penalty: 1029.945068
	Iteration 169Q: 3 clusters Score -5160361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5160362.500000 Penalty: 1029.945068
	Iteration 170Q: 3 clusters Score -5160362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5160373.500000 Penalty: 1029.945068
	Iteration 171Q: 3 clusters Score -5160374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5160384.000000 Penalty: 1029.945068
	Iteration 172Q: 3 clusters Score -5160384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5160385.500000 Penalty: 1029.945068
	Iteration 173Q: 3 clusters Score -5160386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5160385.000000 Penalty: 1029.945068
	Iteration 174Q: 3 clusters Score -5160385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5160388.000000 Penalty: 1029.945068
	Iteration 175Q: 3 clusters Score -5160388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5160384.000000 Penalty: 1029.945068
	Iteration 176Q: 3 clusters Score -5160384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5160383.500000 Penalty: 1029.945068
	Iteration 177Q: 3 clusters Score -5160384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5160382.500000 Penalty: 1029.945068
	Iteration 178Q: 3 clusters Score -5160382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5160385.000000 Penalty: 1029.945068
	Iteration 179Q: 3 clusters Score -5160385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5160380.500000 Penalty: 1029.945068
	Iteration 180F: 3 clusters Score -5160380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -10503.790039 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -10503.79 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 121 members 
Entering Unmasked Estep 
Score: -10230.186523 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -10230.19 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10389.041992 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -10389.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10421.051758 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -10421.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10428.756836 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -10428.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10430.381836 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -10430.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10431.142578 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -10431.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10431.142578 Penalty: 493.268707
	Iteration 6F: 3 clusters Score -10431.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -261025.859375 Penalty: 380.933624
	Iteration 0F: 2 clusters Score -261025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -258063.515625 Penalty: 761.867249
	Iteration 0F: 3 clusters Score -258063.5 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -259212.859375 Penalty: 761.867249
	Iteration 1F: 3 clusters Score -259212.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -259386.546875 Penalty: 761.867249
	Iteration 2F: 3 clusters Score -259386.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -259617.750000 Penalty: 761.867249
	Iteration 3F: 3 clusters Score -259617.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -259909.359375 Penalty: 761.867249
	Iteration 4F: 3 clusters Score -259909.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -260182.750000 Penalty: 761.867249
	Iteration 5F: 3 clusters Score -260182.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -260343.390625 Penalty: 761.867249
	Iteration 6Q: 3 clusters Score -260343.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -260431.046875 Penalty: 761.867249
	Iteration 7Q: 3 clusters Score -260431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -260474.187500 Penalty: 761.867249
	Iteration 8Q: 3 clusters Score -260474.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -260513.781250 Penalty: 761.867249
	Iteration 9Q: 3 clusters Score -260513.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -260541.015625 Penalty: 761.867249
	Iteration 10Q: 3 clusters Score -260541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -260570.312500 Penalty: 761.867249
	Iteration 11Q: 3 clusters Score -260570.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -260597.312500 Penalty: 761.867249
	Iteration 12Q: 3 clusters Score -260597.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -260609.765625 Penalty: 761.867249
	Iteration 13Q: 3 clusters Score -260609.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -260619.015625 Penalty: 761.867249
	Iteration 14Q: 3 clusters Score -260619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -260628.296875 Penalty: 761.867249
	Iteration 15Q: 3 clusters Score -260628.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -260636.921875 Penalty: 761.867249
	Iteration 16Q: 3 clusters Score -260636.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -260647.875000 Penalty: 761.867249
	Iteration 17Q: 3 clusters Score -260647.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -260653.640625 Penalty: 761.867249
	Iteration 18Q: 3 clusters Score -260653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -260659.625000 Penalty: 761.867249
	Iteration 19Q: 3 clusters Score -260659.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -260666.843750 Penalty: 761.867249
	Iteration 20F: 3 clusters Score -260666.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -260673.671875 Penalty: 761.867249
	Iteration 21Q: 3 clusters Score -260673.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -260678.421875 Penalty: 761.867249
	Iteration 22Q: 3 clusters Score -260678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -260681.062500 Penalty: 761.867249
	Iteration 23Q: 3 clusters Score -260681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -260682.671875 Penalty: 761.867249
	Iteration 24Q: 3 clusters Score -260682.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -260685.328125 Penalty: 761.867249
	Iteration 25Q: 3 clusters Score -260685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -260688.531250 Penalty: 761.867249
	Iteration 26Q: 3 clusters Score -260688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -260689.421875 Penalty: 761.867249
	Iteration 27Q: 3 clusters Score -260689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -260690.343750 Penalty: 761.867249
	Iteration 28Q: 3 clusters Score -260690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -260691.312500 Penalty: 761.867249
	Iteration 29Q: 3 clusters Score -260691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -260692.375000 Penalty: 761.867249
	Iteration 30Q: 3 clusters Score -260692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -260694.609375 Penalty: 761.867249
	Iteration 31Q: 3 clusters Score -260694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -260695.468750 Penalty: 761.867249
	Iteration 32Q: 3 clusters Score -260695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -260695.765625 Penalty: 761.867249
	Iteration 33Q: 3 clusters Score -260695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -260696.390625 Penalty: 761.867249
	Iteration 34Q: 3 clusters Score -260696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -260696.968750 Penalty: 761.867249
	Iteration 35Q: 3 clusters Score -260697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -260696.968750 Penalty: 761.867249
	Iteration 36F: 3 clusters Score -260697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Entering Unmasked Estep 
Score: -5882190.500000 Penalty: 521.416077
	Iteration 0F: 2 clusters Score -5882190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5821322.000000 Penalty: 1042.832153
	Iteration 0F: 3 clusters Score -5821322 nChanged 46524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -5849653.500000 Penalty: 1042.832153
	Iteration 1F: 3 clusters Score -5849654 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -5851424.000000 Penalty: 1042.832153
	Iteration 2Q: 3 clusters Score -5851424 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -5854176.500000 Penalty: 1042.832153
	Iteration 3F: 3 clusters Score -5854176 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -5858634.000000 Penalty: 1042.832153
	Iteration 4F: 3 clusters Score -5858634 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -5864658.500000 Penalty: 1042.832153
	Iteration 5F: 3 clusters Score -5864658 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -5870241.000000 Penalty: 1042.832153
	Iteration 6F: 3 clusters Score -5870241 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -5872905.000000 Penalty: 1042.832153
	Iteration 7F: 3 clusters Score -5872905 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -5873769.500000 Penalty: 1042.832153
	Iteration 8Q: 3 clusters Score -5873770 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -5874248.000000 Penalty: 1042.832153
	Iteration 9Q: 3 clusters Score -5874248 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -5874668.500000 Penalty: 1042.832153
	Iteration 10Q: 3 clusters Score -5874668 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -5875043.000000 Penalty: 1042.832153
	Iteration 11Q: 3 clusters Score -5875043 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -5875516.000000 Penalty: 1042.832153
	Iteration 12Q: 3 clusters Score -5875516 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -5875953.500000 Penalty: 1042.832153
	Iteration 13Q: 3 clusters Score -5875954 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -5876417.000000 Penalty: 1042.832153
	Iteration 14Q: 3 clusters Score -5876417 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -5876934.000000 Penalty: 1042.832153
	Iteration 15Q: 3 clusters Score -5876934 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -5877448.000000 Penalty: 1042.832153
	Iteration 16Q: 3 clusters Score -5877448 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -5877908.000000 Penalty: 1042.832153
	Iteration 17Q: 3 clusters Score -5877908 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -5878320.000000 Penalty: 1042.832153
	Iteration 18Q: 3 clusters Score -5878320 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -5878772.000000 Penalty: 1042.832153
	Iteration 19Q: 3 clusters Score -5878772 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -5879195.500000 Penalty: 1042.832153
	Iteration 20F: 3 clusters Score -5879196 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -5879599.500000 Penalty: 1042.832153
	Iteration 21Q: 3 clusters Score -5879600 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -5879879.500000 Penalty: 1042.832153
	Iteration 22Q: 3 clusters Score -5879880 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -5880197.000000 Penalty: 1042.832153
	Iteration 23Q: 3 clusters Score -5880197 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -5880463.000000 Penalty: 1042.832153
	Iteration 24Q: 3 clusters Score -5880463 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -5880618.500000 Penalty: 1042.832153
	Iteration 25Q: 3 clusters Score -5880618 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -5880770.500000 Penalty: 1042.832153
	Iteration 26Q: 3 clusters Score -5880770 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -5880858.000000 Penalty: 1042.832153
	Iteration 27Q: 3 clusters Score -5880858 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -5880989.500000 Penalty: 1042.832153
	Iteration 28Q: 3 clusters Score -5880990 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -5881082.500000 Penalty: 1042.832153
	Iteration 29Q: 3 clusters Score -5881082 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -5881165.500000 Penalty: 1042.832153
	Iteration 30Q: 3 clusters Score -5881166 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -5881261.500000 Penalty: 1042.832153
	Iteration 31Q: 3 clusters Score -5881262 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -5881323.000000 Penalty: 1042.832153
	Iteration 32Q: 3 clusters Score -5881323 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -5881384.500000 Penalty: 1042.832153
	Iteration 33Q: 3 clusters Score -5881384 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -5881442.000000 Penalty: 1042.832153
	Iteration 34Q: 3 clusters Score -5881442 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -5881509.000000 Penalty: 1042.832153
	Iteration 35Q: 3 clusters Score -5881509 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -5881574.500000 Penalty: 1042.832153
	Iteration 36Q: 3 clusters Score -5881574 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -5881640.000000 Penalty: 1042.832153
	Iteration 37Q: 3 clusters Score -5881640 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -5881709.500000 Penalty: 1042.832153
	Iteration 38Q: 3 clusters Score -5881710 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -5881766.000000 Penalty: 1042.832153
	Iteration 39Q: 3 clusters Score -5881766 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -5881803.500000 Penalty: 1042.832153
	Iteration 40F: 3 clusters Score -5881804 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -5881856.000000 Penalty: 1042.832153
	Iteration 41Q: 3 clusters Score -5881856 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -5881937.500000 Penalty: 1042.832153
	Iteration 42Q: 3 clusters Score -5881938 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -5881974.000000 Penalty: 1042.832153
	Iteration 43Q: 3 clusters Score -5881974 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -5882041.000000 Penalty: 1042.832153
	Iteration 44Q: 3 clusters Score -5882041 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -5882140.500000 Penalty: 1042.832153
	Iteration 45Q: 3 clusters Score -5882140 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -5882188.000000 Penalty: 1042.832153
	Iteration 46Q: 3 clusters Score -5882188 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -5882276.000000 Penalty: 1042.832153
	Iteration 47Q: 3 clusters Score -5882276 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -5882350.000000 Penalty: 1042.832153
	Iteration 48Q: 3 clusters Score -5882350 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -5882439.000000 Penalty: 1042.832153
	Iteration 49Q: 3 clusters Score -5882439 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -5882467.500000 Penalty: 1042.832153
	Iteration 50Q: 3 clusters Score -5882468 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -5882514.000000 Penalty: 1042.832153
	Iteration 51Q: 3 clusters Score -5882514 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -5882582.500000 Penalty: 1042.832153
	Iteration 52Q: 3 clusters Score -5882582 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -5882628.000000 Penalty: 1042.832153
	Iteration 53Q: 3 clusters Score -5882628 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -5882673.000000 Penalty: 1042.832153
	Iteration 54Q: 3 clusters Score -5882673 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -5882663.000000 Penalty: 1042.832153
	Iteration 55Q: 3 clusters Score -5882663 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -5882710.000000 Penalty: 1042.832153
	Iteration 56Q: 3 clusters Score -5882710 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -5882739.500000 Penalty: 1042.832153
	Iteration 57Q: 3 clusters Score -5882740 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -5882753.000000 Penalty: 1042.832153
	Iteration 58Q: 3 clusters Score -5882753 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -5882786.000000 Penalty: 1042.832153
	Iteration 59Q: 3 clusters Score -5882786 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -5882831.000000 Penalty: 1042.832153
	Iteration 60F: 3 clusters Score -5882831 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -5882875.500000 Penalty: 1042.832153
	Iteration 61Q: 3 clusters Score -5882876 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -5882933.000000 Penalty: 1042.832153
	Iteration 62Q: 3 clusters Score -5882933 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -5882934.000000 Penalty: 1042.832153
	Iteration 63Q: 3 clusters Score -5882934 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -5882946.500000 Penalty: 1042.832153
	Iteration 64Q: 3 clusters Score -5882946 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -5882954.500000 Penalty: 1042.832153
	Iteration 65Q: 3 clusters Score -5882954 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -5882932.500000 Penalty: 1042.832153
	Iteration 66Q: 3 clusters Score -5882932 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 86924 members 
Entering Unmasked Estep 
Score: -5882914.500000 Penalty: 1042.832153
	Iteration 67Q: 3 clusters Score -5882914 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -5882926.000000 Penalty: 1042.832153
	Iteration 68Q: 3 clusters Score -5882926 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -5882877.500000 Penalty: 1042.832153
	Iteration 69Q: 3 clusters Score -5882878 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -5882877.500000 Penalty: 1042.832153
	Iteration 70Q: 3 clusters Score -5882878 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -5882821.000000 Penalty: 1042.832153
	Iteration 71Q: 3 clusters Score -5882821 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -5882782.000000 Penalty: 1042.832153
	Iteration 72Q: 3 clusters Score -5882782 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -5882754.500000 Penalty: 1042.832153
	Iteration 73Q: 3 clusters Score -5882754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -5882730.500000 Penalty: 1042.832153
	Iteration 74Q: 3 clusters Score -5882730 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -5882689.000000 Penalty: 1042.832153
	Iteration 75Q: 3 clusters Score -5882689 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -5882692.500000 Penalty: 1042.832153
	Iteration 76Q: 3 clusters Score -5882692 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -5882658.500000 Penalty: 1042.832153
	Iteration 77Q: 3 clusters Score -5882658 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -5882649.000000 Penalty: 1042.832153
	Iteration 78Q: 3 clusters Score -5882649 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -5882668.500000 Penalty: 1042.832153
	Iteration 79Q: 3 clusters Score -5882668 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -5882638.000000 Penalty: 1042.832153
	Iteration 80F: 3 clusters Score -5882638 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 91152 members 
Entering Unmasked Estep 
Score: -5882624.000000 Penalty: 1042.832153
	Iteration 81Q: 3 clusters Score -5882624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -5882614.500000 Penalty: 1042.832153
	Iteration 82Q: 3 clusters Score -5882614 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -5882558.000000 Penalty: 1042.832153
	Iteration 83Q: 3 clusters Score -5882558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -5882537.000000 Penalty: 1042.832153
	Iteration 84Q: 3 clusters Score -5882537 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -5882510.500000 Penalty: 1042.832153
	Iteration 85Q: 3 clusters Score -5882510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -5882501.500000 Penalty: 1042.832153
	Iteration 86Q: 3 clusters Score -5882502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 92048 members 
Entering Unmasked Estep 
Score: -5882471.000000 Penalty: 1042.832153
	Iteration 87Q: 3 clusters Score -5882471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -5882486.000000 Penalty: 1042.832153
	Iteration 88Q: 3 clusters Score -5882486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -5882465.000000 Penalty: 1042.832153
	Iteration 89Q: 3 clusters Score -5882465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -5882459.000000 Penalty: 1042.832153
	Iteration 90Q: 3 clusters Score -5882459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -5882441.500000 Penalty: 1042.832153
	Iteration 91Q: 3 clusters Score -5882442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -5882421.500000 Penalty: 1042.832153
	Iteration 92Q: 3 clusters Score -5882422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -5882409.500000 Penalty: 1042.832153
	Iteration 93Q: 3 clusters Score -5882410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -5882409.500000 Penalty: 1042.832153
	Iteration 94Q: 3 clusters Score -5882410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -5882409.500000 Penalty: 1042.832153
	Iteration 95Q: 3 clusters Score -5882410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -5882409.500000 Penalty: 1042.832153
	Iteration 96Q: 3 clusters Score -5882410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -5882391.000000 Penalty: 1042.832153
	Iteration 97Q: 3 clusters Score -5882391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -5882395.500000 Penalty: 1042.832153
	Iteration 98Q: 3 clusters Score -5882396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -5882399.000000 Penalty: 1042.832153
	Iteration 99Q: 3 clusters Score -5882399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -5882380.500000 Penalty: 1042.832153
	Iteration 100F: 3 clusters Score -5882380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -5882370.000000 Penalty: 1042.832153
	Iteration 101Q: 3 clusters Score -5882370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -5882373.500000 Penalty: 1042.832153
	Iteration 102Q: 3 clusters Score -5882374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -5882370.000000 Penalty: 1042.832153
	Iteration 103Q: 3 clusters Score -5882370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -5882358.000000 Penalty: 1042.832153
	Iteration 104Q: 3 clusters Score -5882358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -5882363.500000 Penalty: 1042.832153
	Iteration 105Q: 3 clusters Score -5882364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -5882365.000000 Penalty: 1042.832153
	Iteration 106Q: 3 clusters Score -5882365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -5882361.500000 Penalty: 1042.832153
	Iteration 107Q: 3 clusters Score -5882362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -5882358.500000 Penalty: 1042.832153
	Iteration 108Q: 3 clusters Score -5882358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -5882367.000000 Penalty: 1042.832153
	Iteration 109Q: 3 clusters Score -5882367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -5882368.500000 Penalty: 1042.832153
	Iteration 110Q: 3 clusters Score -5882368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -5882372.500000 Penalty: 1042.832153
	Iteration 111Q: 3 clusters Score -5882372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -5882371.000000 Penalty: 1042.832153
	Iteration 112Q: 3 clusters Score -5882371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -5882371.500000 Penalty: 1042.832153
	Iteration 113Q: 3 clusters Score -5882372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -5882364.500000 Penalty: 1042.832153
	Iteration 114Q: 3 clusters Score -5882364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -5882371.500000 Penalty: 1042.832153
	Iteration 115Q: 3 clusters Score -5882372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -5882367.500000 Penalty: 1042.832153
	Iteration 116Q: 3 clusters Score -5882368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -5882372.000000 Penalty: 1042.832153
	Iteration 117Q: 3 clusters Score -5882372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
Score: -5882370.500000 Penalty: 1042.832153
	Iteration 118Q: 3 clusters Score -5882370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -5882368.500000 Penalty: 1042.832153
	Iteration 119Q: 3 clusters Score -5882368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -5882368.500000 Penalty: 1042.832153
	Iteration 120F: 3 clusters Score -5882368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Entering Unmasked Estep 
Score: -53294252.000000 Penalty: 46154.949219
Splitting cluster 18 changes total score from -53294200.000000 to -53294252.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 19 (72451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Entering Unmasked Estep 
Score: -4436964.000000 Penalty: 509.175323
	Iteration 0F: 2 clusters Score -4436964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4388440.000000 Penalty: 1018.350647
	Iteration 0F: 3 clusters Score -4388440 nChanged 35010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -4413534.000000 Penalty: 1018.350647
	Iteration 1F: 3 clusters Score -4413534 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -4417906.500000 Penalty: 1018.350647
	Iteration 2F: 3 clusters Score -4417906 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -4422854.000000 Penalty: 1018.350647
	Iteration 3F: 3 clusters Score -4422854 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -4426407.500000 Penalty: 1018.350647
	Iteration 4F: 3 clusters Score -4426408 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -4428045.000000 Penalty: 1018.350647
	Iteration 5Q: 3 clusters Score -4428045 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -4428708.500000 Penalty: 1018.350647
	Iteration 6Q: 3 clusters Score -4428708 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -4429125.000000 Penalty: 1018.350647
	Iteration 7Q: 3 clusters Score -4429125 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -4429470.500000 Penalty: 1018.350647
	Iteration 8Q: 3 clusters Score -4429470 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -4429780.500000 Penalty: 1018.350647
	Iteration 9Q: 3 clusters Score -4429780 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -4430083.500000 Penalty: 1018.350647
	Iteration 10Q: 3 clusters Score -4430084 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -4430418.000000 Penalty: 1018.350647
	Iteration 11Q: 3 clusters Score -4430418 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -4430718.000000 Penalty: 1018.350647
	Iteration 12Q: 3 clusters Score -4430718 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
Score: -4431026.000000 Penalty: 1018.350647
	Iteration 13Q: 3 clusters Score -4431026 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -4431360.000000 Penalty: 1018.350647
	Iteration 14Q: 3 clusters Score -4431360 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -4431707.500000 Penalty: 1018.350647
	Iteration 15Q: 3 clusters Score -4431708 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -4432056.500000 Penalty: 1018.350647
	Iteration 16Q: 3 clusters Score -4432056 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -4432478.000000 Penalty: 1018.350647
	Iteration 17Q: 3 clusters Score -4432478 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -4432831.500000 Penalty: 1018.350647
	Iteration 18Q: 3 clusters Score -4432832 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -4433207.500000 Penalty: 1018.350647
	Iteration 19Q: 3 clusters Score -4433208 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -4433565.000000 Penalty: 1018.350647
	Iteration 20F: 3 clusters Score -4433565 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -4433879.500000 Penalty: 1018.350647
	Iteration 21Q: 3 clusters Score -4433880 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -4434232.500000 Penalty: 1018.350647
	Iteration 22Q: 3 clusters Score -4434232 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -4434595.000000 Penalty: 1018.350647
	Iteration 23Q: 3 clusters Score -4434595 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -4434938.500000 Penalty: 1018.350647
	Iteration 24Q: 3 clusters Score -4434938 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -4435265.000000 Penalty: 1018.350647
	Iteration 25Q: 3 clusters Score -4435265 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -4435537.000000 Penalty: 1018.350647
	Iteration 26Q: 3 clusters Score -4435537 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -4435770.500000 Penalty: 1018.350647
	Iteration 27Q: 3 clusters Score -4435770 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -4435961.500000 Penalty: 1018.350647
	Iteration 28Q: 3 clusters Score -4435962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -4436110.500000 Penalty: 1018.350647
	Iteration 29Q: 3 clusters Score -4436110 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -4436244.500000 Penalty: 1018.350647
	Iteration 30Q: 3 clusters Score -4436244 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -4436328.000000 Penalty: 1018.350647
	Iteration 31Q: 3 clusters Score -4436328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -4436379.000000 Penalty: 1018.350647
	Iteration 32Q: 3 clusters Score -4436379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -4436427.500000 Penalty: 1018.350647
	Iteration 33Q: 3 clusters Score -4436428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -4436447.000000 Penalty: 1018.350647
	Iteration 34Q: 3 clusters Score -4436447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -4436460.000000 Penalty: 1018.350647
	Iteration 35Q: 3 clusters Score -4436460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -4436474.000000 Penalty: 1018.350647
	Iteration 36Q: 3 clusters Score -4436474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -4436480.000000 Penalty: 1018.350647
	Iteration 37Q: 3 clusters Score -4436480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -4436483.000000 Penalty: 1018.350647
	Iteration 38Q: 3 clusters Score -4436483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -4436491.500000 Penalty: 1018.350647
	Iteration 39Q: 3 clusters Score -4436492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -4436498.000000 Penalty: 1018.350647
	Iteration 40F: 3 clusters Score -4436498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -4436498.000000 Penalty: 1018.350647
	Iteration 41Q: 3 clusters Score -4436498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -4436502.000000 Penalty: 1018.350647
	Iteration 42Q: 3 clusters Score -4436502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -4436507.000000 Penalty: 1018.350647
	Iteration 43Q: 3 clusters Score -4436507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -4436507.500000 Penalty: 1018.350647
	Iteration 44Q: 3 clusters Score -4436508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -4436509.500000 Penalty: 1018.350647
	Iteration 45Q: 3 clusters Score -4436510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -4436512.000000 Penalty: 1018.350647
	Iteration 46Q: 3 clusters Score -4436512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -4436514.500000 Penalty: 1018.350647
	Iteration 47Q: 3 clusters Score -4436514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -4436516.500000 Penalty: 1018.350647
	Iteration 48Q: 3 clusters Score -4436516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -4436516.500000 Penalty: 1018.350647
	Iteration 49Q: 3 clusters Score -4436516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -4436516.000000 Penalty: 1018.350647
	Iteration 50Q: 3 clusters Score -4436516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -4436516.000000 Penalty: 1018.350647
	Iteration 51Q: 3 clusters Score -4436516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -4436517.000000 Penalty: 1018.350647
	Iteration 52Q: 3 clusters Score -4436517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -4436516.000000 Penalty: 1018.350647
	Iteration 53Q: 3 clusters Score -4436516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -4436519.500000 Penalty: 1018.350647
	Iteration 54Q: 3 clusters Score -4436520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -4436516.500000 Penalty: 1018.350647
	Iteration 55Q: 3 clusters Score -4436516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -4436516.500000 Penalty: 1018.350647
	Iteration 56F: 3 clusters Score -4436516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 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 57 members 
Entering Unmasked Estep 
Score: -7488.405762 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7488.406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7551.352051 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7551.352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7571.480469 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7571.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7605.833984 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -7605.834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7628.284668 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -7628.285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7637.141113 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7637.141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7646.192871 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7646.193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7647.820801 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -7647.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7647.820801 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -7647.821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13152.187500 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -13152.19 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 97 members 
Entering Unmasked Estep 
Score: -12877.244141 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12877.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12986.999023 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13048.141602 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -13048.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13115.807617 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -13115.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13163.250977 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -13163.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13169.932617 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -13169.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13170.991211 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -13170.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13170.991211 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -13170.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 124 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 105 members 
Entering Unmasked Estep 
Score: -53293912.000000 Penalty: 46778.664062
Splitting cluster 21 changes total score from -53294200.000000 to -53293912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10396.433594 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -10396.43 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 163 members 
Entering Unmasked Estep 
Score: -10077.940430 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -10077.94 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10239.134766 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -10239.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10267.431641 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -10267.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10277.794922 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -10277.79 nChanged 12
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: -10291.919922 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -10291.92 nChanged 7
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: -10299.521484 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -10299.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10302.508789 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -10302.51 nChanged 3
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: -10305.012695 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -10305.01 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: -10308.782227 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -10308.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10310.525391 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -10310.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10311.206055 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -10311.21 nChanged 1
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: -10311.440430 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -10311.44 nChanged 0
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: -10311.440430 Penalty: 525.766357
	Iteration 12F: 3 clusters Score -10311.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -218567.250000 Penalty: 370.635712
	Iteration 0F: 2 clusters Score -218567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -216175.093750 Penalty: 741.271423
	Iteration 0F: 3 clusters Score -216175.1 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -217094.234375 Penalty: 741.271423
	Iteration 1F: 3 clusters Score -217094.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -217196.359375 Penalty: 741.271423
	Iteration 2F: 3 clusters Score -217196.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -217263.843750 Penalty: 741.271423
	Iteration 3Q: 3 clusters Score -217263.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -217322.359375 Penalty: 741.271423
	Iteration 4Q: 3 clusters Score -217322.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -217407.531250 Penalty: 741.271423
	Iteration 5Q: 3 clusters Score -217407.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -217522.500000 Penalty: 741.271423
	Iteration 6Q: 3 clusters Score -217522.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -217663.609375 Penalty: 741.271423
	Iteration 7F: 3 clusters Score -217663.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -217818.468750 Penalty: 741.271423
	Iteration 8F: 3 clusters Score -217818.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -217973.312500 Penalty: 741.271423
	Iteration 9Q: 3 clusters Score -217973.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -218074.093750 Penalty: 741.271423
	Iteration 10Q: 3 clusters Score -218074.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -218143.796875 Penalty: 741.271423
	Iteration 11Q: 3 clusters Score -218143.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -218184.312500 Penalty: 741.271423
	Iteration 12Q: 3 clusters Score -218184.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -218203.687500 Penalty: 741.271423
	Iteration 13Q: 3 clusters Score -218203.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -218214.515625 Penalty: 741.271423
	Iteration 14Q: 3 clusters Score -218214.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -218222.687500 Penalty: 741.271423
	Iteration 15Q: 3 clusters Score -218222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -218225.984375 Penalty: 741.271423
	Iteration 16Q: 3 clusters Score -218226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -218228.859375 Penalty: 741.271423
	Iteration 17Q: 3 clusters Score -218228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -218231.937500 Penalty: 741.271423
	Iteration 18Q: 3 clusters Score -218231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -218234.875000 Penalty: 741.271423
	Iteration 19Q: 3 clusters Score -218234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -218238.812500 Penalty: 741.271423
	Iteration 20F: 3 clusters Score -218238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -218245.250000 Penalty: 741.271423
	Iteration 21Q: 3 clusters Score -218245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -218247.390625 Penalty: 741.271423
	Iteration 22Q: 3 clusters Score -218247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -218249.312500 Penalty: 741.271423
	Iteration 23Q: 3 clusters Score -218249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -218250.281250 Penalty: 741.271423
	Iteration 24Q: 3 clusters Score -218250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -218253.390625 Penalty: 741.271423
	Iteration 25Q: 3 clusters Score -218253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -218253.953125 Penalty: 741.271423
	Iteration 26Q: 3 clusters Score -218254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -218254.328125 Penalty: 741.271423
	Iteration 27Q: 3 clusters Score -218254.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -218254.328125 Penalty: 741.271423
	Iteration 28F: 3 clusters Score -218254.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4281.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4105.230469 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4105.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4159.145020 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4159.145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4198.642090 Penalty: 397.619751
	Iteration 2F: 3 clusters Score -4198.642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4287.583496 Penalty: 397.619751
	Iteration 3F: 3 clusters Score -4287.583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4313.531250 Penalty: 397.619751
	Iteration 4Q: 3 clusters Score -4313.531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4328.298340 Penalty: 397.619751
	Iteration 5Q: 3 clusters Score -4328.298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4331.350098 Penalty: 397.619751
	Iteration 6Q: 3 clusters Score -4331.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4335.659180 Penalty: 397.619751
	Iteration 7Q: 3 clusters Score -4335.659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4343.169922 Penalty: 397.619751
	Iteration 8Q: 3 clusters Score -4343.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4358.660645 Penalty: 397.619751
	Iteration 9Q: 3 clusters Score -4358.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4358.660645 Penalty: 397.619751
	Iteration 10F: 3 clusters Score -4358.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 27 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 52 members 
Entering Unmasked Estep 
Score: -53293908.000000 Penalty: 46778.664062
Splitting cluster 24 changes total score from -53294200.000000 to -53293908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 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 518 members 
Entering Unmasked Estep 
Score: -60195.171875 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60195.17 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60494.250000 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60494.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60587.101562 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60587.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60689.921875 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60689.92 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60812.574219 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -60812.57 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60909.039062 Penalty: 627.599182
	Iteration 5F: 3 clusters Score -60909.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60998.441406 Penalty: 627.599182
	Iteration 6F: 3 clusters Score -60998.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61068.871094 Penalty: 627.599182
	Iteration 7F: 3 clusters Score -61068.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61087.753906 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -61087.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61093.652344 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61093.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61101.292969 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -61101.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61106.445312 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -61106.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61107.750000 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -61107.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61109.277344 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -61109.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61109.953125 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -61109.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61109.953125 Penalty: 627.599182
	Iteration 15F: 3 clusters Score -61109.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 4925 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 191 members 
Entering Unmasked Estep 
Score: -53294024.000000 Penalty: 46778.664062
Splitting cluster 25 changes total score from -53294200.000000 to -53294024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 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 128 members 
Entering Unmasked Estep 
Score: -12486.960938 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12486.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12570.390625 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12570.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12583.022461 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12583.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12600.425781 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12600.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12606.502930 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12608.568359 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12608.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12609.550781 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12609.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12611.469727 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12611.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12612.333008 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12612.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12616.958008 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12616.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12616.958008 Penalty: 501.722015
	Iteration 10F: 3 clusters Score -12616.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -303043.437500 Penalty: 386.844635
	Iteration 0F: 2 clusters Score -303043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -299784.093750 Penalty: 773.689270
	Iteration 0F: 3 clusters Score -299784.1 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -301453.343750 Penalty: 773.689270
	Iteration 1F: 3 clusters Score -301453.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -302007.062500 Penalty: 773.689270
	Iteration 2F: 3 clusters Score -302007.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -302432.687500 Penalty: 773.689270
	Iteration 3F: 3 clusters Score -302432.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -302742.281250 Penalty: 773.689270
	Iteration 4F: 3 clusters Score -302742.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -302936.406250 Penalty: 773.689270
	Iteration 5F: 3 clusters Score -302936.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -303050.000000 Penalty: 773.689270
	Iteration 6Q: 3 clusters Score -303050 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -303120.781250 Penalty: 773.689270
	Iteration 7Q: 3 clusters Score -303120.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -303176.593750 Penalty: 773.689270
	Iteration 8Q: 3 clusters Score -303176.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -303205.718750 Penalty: 773.689270
	Iteration 9Q: 3 clusters Score -303205.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -303225.312500 Penalty: 773.689270
	Iteration 10Q: 3 clusters Score -303225.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -303231.812500 Penalty: 773.689270
	Iteration 11Q: 3 clusters Score -303231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -303235.437500 Penalty: 773.689270
	Iteration 12Q: 3 clusters Score -303235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -303239.156250 Penalty: 773.689270
	Iteration 13Q: 3 clusters Score -303239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -303241.281250 Penalty: 773.689270
	Iteration 14Q: 3 clusters Score -303241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -303246.250000 Penalty: 773.689270
	Iteration 15Q: 3 clusters Score -303246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -303248.343750 Penalty: 773.689270
	Iteration 16Q: 3 clusters Score -303248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -303250.562500 Penalty: 773.689270
	Iteration 17Q: 3 clusters Score -303250.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -303253.125000 Penalty: 773.689270
	Iteration 18Q: 3 clusters Score -303253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -303254.531250 Penalty: 773.689270
	Iteration 19Q: 3 clusters Score -303254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -303254.250000 Penalty: 773.689270
	Iteration 20F: 3 clusters Score -303254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -303254.781250 Penalty: 773.689270
	Iteration 21Q: 3 clusters Score -303254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -303254.718750 Penalty: 773.689270
	Iteration 22Q: 3 clusters Score -303254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -303255.437500 Penalty: 773.689270
	Iteration 23Q: 3 clusters Score -303255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -303254.718750 Penalty: 773.689270
	Iteration 24Q: 3 clusters Score -303254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -303254.718750 Penalty: 773.689270
	Iteration 25F: 3 clusters Score -303254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Entering Unmasked Estep 
Score: -53294264.000000 Penalty: 46778.664062
Splitting cluster 27 changes total score from -53294200.000000 to -53294264.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 28 (86668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Entering Unmasked Estep 
Score: -5397610.000000 Penalty: 517.327698
	Iteration 0F: 2 clusters Score -5397610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5339898.500000 Penalty: 1034.655396
	Iteration 0F: 3 clusters Score -5339898 nChanged 42257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5365991.500000 Penalty: 1034.655396
	Iteration 1F: 3 clusters Score -5365992 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5367382.000000 Penalty: 1034.655396
	Iteration 2Q: 3 clusters Score -5367382 nChanged 4377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5369880 nChanged 5352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5374136 nChanged 6025
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5379758 nChanged 5806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5384184 nChanged 4278
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Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5386193 nChanged 2565
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Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5387120 nChanged 1948
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Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5387892 nChanged 1790
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Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5388586 nChanged 1675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5389234 nChanged 1709
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Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5389902 nChanged 1595
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Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5390448 nChanged 1483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5391022 nChanged 1356
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Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5391484 nChanged 1307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5391902 nChanged 1227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5392269 nChanged 1133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5392668 nChanged 1016
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Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5392940 nChanged 855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -5393226.500000 Penalty: 1034.655396
	Iteration 20F: 3 clusters Score -5393226 nChanged 784
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Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5393386 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5393548 nChanged 607
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Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5393674 nChanged 488
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Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5393766 nChanged 424
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Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5393814 nChanged 370
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Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5393851 nChanged 313
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Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5393879 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5393865 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5393868 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5393874 nChanged 189
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Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5393904 nChanged 157
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Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5393914 nChanged 144
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Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5393909 nChanged 154
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Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5393927 nChanged 138
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Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5393932 nChanged 140
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5393941 nChanged 154
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Mstep: Class 1 contains 48656 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5393947 nChanged 151
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5393949 nChanged 146
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Mstep: Class 1 contains 48361 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5393954 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5393950 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5393952 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5393968 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5393969 nChanged 233
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Mstep: Class 1 contains 47370 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5393976 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47139 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5393978 nChanged 238
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Mstep: Class 1 contains 46901 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5393983 nChanged 227
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Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5393999 nChanged 266
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Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5393984 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46147 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5393992 nChanged 258
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Mstep: Class 1 contains 45891 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5393972 nChanged 248
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Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5393988 nChanged 246
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Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5393999 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5393965 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44816 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5393978 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5393976 nChanged 274
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Mstep: Class 1 contains 44245 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5393948 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43981 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5393954 nChanged 260
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Mstep: Class 1 contains 43721 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5393951 nChanged 288
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Mstep: Class 1 contains 43433 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5393942 nChanged 298
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Mstep: Class 1 contains 43135 members 
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Entering Unmasked Estep 
Score: -5393940.500000 Penalty: 1034.655396
	Iteration 60F: 3 clusters Score -5393940 nChanged 327
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Mstep: Class 1 contains 42810 members 
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Entering Unmasked Estep 
Score: -5393929.500000 Penalty: 1034.655396
	Iteration 61Q: 3 clusters Score -5393930 nChanged 315
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Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5393957 nChanged 292
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Mstep: Class 1 contains 42203 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5393971 nChanged 298
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Mstep: Class 1 contains 41905 members 
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Entering Unmasked Estep 
Score: -5393959.500000 Penalty: 1034.655396
	Iteration 64Q: 3 clusters Score -5393960 nChanged 295
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Mstep: Class 1 contains 41610 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5393945 nChanged 309
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Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5393964 nChanged 320
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Mstep: Class 1 contains 40981 members 
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Entering Unmasked Estep 
Score: -5393980.500000 Penalty: 1034.655396
	Iteration 67Q: 3 clusters Score -5393980 nChanged 316
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Mstep: Class 1 contains 40665 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5393996 nChanged 341
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Mstep: Class 1 contains 40324 members 
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Entering Unmasked Estep 
Score: -5393979.000000 Penalty: 1034.655396
	Iteration 69Q: 3 clusters Score -5393979 nChanged 330
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Mstep: Class 1 contains 39994 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5393946 nChanged 355
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Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5393939 nChanged 345
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Mstep: Class 1 contains 39294 members 
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Entering Unmasked Estep 
Score: -5393933.000000 Penalty: 1034.655396
	Iteration 72Q: 3 clusters Score -5393933 nChanged 366
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Mstep: Class 1 contains 38928 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5393910 nChanged 394
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Mstep: Class 1 contains 38534 members 
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Entering Unmasked Estep 
Score: -5393938.500000 Penalty: 1034.655396
	Iteration 74Q: 3 clusters Score -5393938 nChanged 405
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Mstep: Class 1 contains 38129 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5393924 nChanged 422
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Mstep: Class 1 contains 37707 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5393928 nChanged 393
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5393928 nChanged 393
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5393901 nChanged 410
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Entering Unmasked Estep 
Score: -5393921.500000 Penalty: 1034.655396
	Iteration 79Q: 3 clusters Score -5393922 nChanged 408
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5393943 nChanged 411
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Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5393944 nChanged 449
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5393925 nChanged 463
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Mstep: Class 1 contains 34782 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5393965 nChanged 450
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Mstep: Class 1 contains 34332 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5393940 nChanged 468
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Mstep: Class 1 contains 33864 members 
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Entering Unmasked Estep 
Score: -5393922.500000 Penalty: 1034.655396
	Iteration 85Q: 3 clusters Score -5393922 nChanged 489
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Mstep: Class 1 contains 33375 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5393972 nChanged 519
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Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5393992 nChanged 580
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Mstep: Class 1 contains 32276 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5394026 nChanged 557
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Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5394039 nChanged 576
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5394093 nChanged 543
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5394117 nChanged 564
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Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5394147 nChanged 547
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Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5394157 nChanged 578
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Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5394182 nChanged 597
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Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5394228 nChanged 580
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Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5394260 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5394319 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5394382 nChanged 595
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Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5394391 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5394446 nChanged 579
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Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5394502 nChanged 562
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Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5394530 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5394578 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5394620 nChanged 551
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Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5394636 nChanged 568
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Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5394695 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5394716 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5394766 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5394810 nChanged 512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5394848 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5394898 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5394942 nChanged 511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5394980 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5395040 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5395058 nChanged 480
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Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5395112 nChanged 465
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Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5395167 nChanged 452
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Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5395189 nChanged 453
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Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5395221 nChanged 423
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Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5395354 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5395412 nChanged 431
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Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5395476 nChanged 413
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Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5395590 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5395702 nChanged 417
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Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5395834 nChanged 374
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Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5395916 nChanged 368
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Mstep: Class 1 contains 9406 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5396024 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9075 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5396168 nChanged 315
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5396272 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7916 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5396315 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5396382 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5396432 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5396451 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5396528 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5396558 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5396595 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5396618 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5396650 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5727 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5396654 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5530 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5396674 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5396688 nChanged 199
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Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5396736 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 81728 members 
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	Iteration 150Q: 3 clusters Score -5396744 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5396757 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 82136 members 
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	Iteration 152Q: 3 clusters Score -5396776 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5396768 nChanged 203
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5396793 nChanged 191
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Mstep: Class 1 contains 3940 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5396814 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5396821 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3587 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5396850 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5396861 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5396876 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5396886 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5396882 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5396904 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2641 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5396933 nChanged 152
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Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5396922 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5396944 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5396968 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5396962 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5396969 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5396984 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5397014 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5397058 nChanged 103
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Mstep: Class 1 contains 1450 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5397086 nChanged 101
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Mstep: Class 1 contains 1349 members 
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	Iteration 173Q: 3 clusters Score -5397110 nChanged 96
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Mstep: Class 1 contains 1257 members 
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	Iteration 174Q: 3 clusters Score -5397118 nChanged 80
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	Iteration 175Q: 3 clusters Score -5397128 nChanged 76
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5397134 nChanged 73
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5397124 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5397140 nChanged 48
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	Iteration 179Q: 3 clusters Score -5397154 nChanged 56
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5397172 nChanged 56
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Mstep: Class 1 contains 854 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5397188 nChanged 53
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	Iteration 182Q: 3 clusters Score -5397210 nChanged 49
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	Iteration 183Q: 3 clusters Score -5397220 nChanged 34
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	Iteration 184Q: 3 clusters Score -5397220 nChanged 32
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5397223 nChanged 14
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	Iteration 186Q: 3 clusters Score -5397229 nChanged 13
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	Iteration 187Q: 3 clusters Score -5397238 nChanged 9
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Mstep: Class 1 contains 694 members 
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	Iteration 188Q: 3 clusters Score -5397234 nChanged 7
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	Iteration 189Q: 3 clusters Score -5397234 nChanged 9
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Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -5397235.000000 Penalty: 1034.655396
	Iteration 190Q: 3 clusters Score -5397235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -5397233.000000 Penalty: 1034.655396
	Iteration 191Q: 3 clusters Score -5397233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -5397235.000000 Penalty: 1034.655396
	Iteration 192Q: 3 clusters Score -5397235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -5397239.000000 Penalty: 1034.655396
	Iteration 193Q: 3 clusters Score -5397239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -5397237.500000 Penalty: 1034.655396
	Iteration 194Q: 3 clusters Score -5397238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
Score: -5397237.000000 Penalty: 1034.655396
	Iteration 195Q: 3 clusters Score -5397237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -5397238.500000 Penalty: 1034.655396
	Iteration 196Q: 3 clusters Score -5397238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -5397242.000000 Penalty: 1034.655396
	Iteration 197Q: 3 clusters Score -5397242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -5397236.000000 Penalty: 1034.655396
	Iteration 198Q: 3 clusters Score -5397236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -5397239.000000 Penalty: 1034.655396
	Iteration 199Q: 3 clusters Score -5397239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -5397240.500000 Penalty: 1034.655396
	Iteration 200F: 3 clusters Score -5397240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -5397239.500000 Penalty: 1034.655396
	Iteration 201Q: 3 clusters Score -5397240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -5397235.000000 Penalty: 1034.655396
	Iteration 202Q: 3 clusters Score -5397235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -5397233.000000 Penalty: 1034.655396
	Iteration 203Q: 3 clusters Score -5397233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -5397231.500000 Penalty: 1034.655396
	Iteration 204Q: 3 clusters Score -5397232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -5397230.500000 Penalty: 1034.655396
	Iteration 205Q: 3 clusters Score -5397230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -5397225.500000 Penalty: 1034.655396
	Iteration 206Q: 3 clusters Score -5397226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -5397225.500000 Penalty: 1034.655396
	Iteration 207F: 3 clusters Score -5397226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 126 members 
Entering Unmasked Estep 
Score: -14614.977539 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14614.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14721.739258 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14721.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14778.905273 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14778.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14807.537109 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14807.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14826.924805 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14826.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14832.715820 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14832.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14834.288086 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14834.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14834.288086 Penalty: 511.126190
	Iteration 7F: 3 clusters Score -14834.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -33386.109375 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -33386.11 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 233 members 
Entering Unmasked Estep 
Score: -32914.062500 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -32914.06 nChanged 172
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: -33075.027344 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -33075.03 nChanged 45
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: -33125.148438 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -33125.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33146.386719 Penalty: 565.892639
	Iteration 3Q: 3 clusters Score -33146.39 nChanged 16
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: -33160.054688 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -33160.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33169.488281 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -33169.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33172.488281 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -33172.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33174.917969 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -33174.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33175.359375 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -33175.36 nChanged 1
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: -33175.671875 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -33175.67 nChanged 0
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: -33175.671875 Penalty: 565.892639
	Iteration 10F: 3 clusters Score -33175.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -28837.412109 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -28837.41 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 213 members 
Entering Unmasked Estep 
Score: -28357.056641 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -28357.06 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28461.248047 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -28461.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28509.787109 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -28509.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28556.671875 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -28556.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28588.021484 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -28588.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28605.914062 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -28605.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28617.466797 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -28617.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28630.787109 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -28630.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28637.009766 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -28637.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28644.603516 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -28644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28647.681641 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -28647.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28650.205078 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -28650.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28651.972656 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -28651.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28653.687500 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -28653.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28654.423828 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -28654.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28656.148438 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -28656.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28656.800781 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -28656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28656.800781 Penalty: 556.546143
	Iteration 17F: 3 clusters Score -28656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Entering Unmasked Estep 
Score: -1059342.750000 Penalty: 443.088104
	Iteration 0F: 2 clusters Score -1059343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1048017.937500 Penalty: 886.176208
	Iteration 0F: 3 clusters Score -1048018 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1052496.500000 Penalty: 886.176208
	Iteration 1F: 3 clusters Score -1052496 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1052697.125000 Penalty: 886.176208
	Iteration 2Q: 3 clusters Score -1052697 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1052967.625000 Penalty: 886.176208
	Iteration 3Q: 3 clusters Score -1052968 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1053415.375000 Penalty: 886.176208
	Iteration 4F: 3 clusters Score -1053415 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1054149.750000 Penalty: 886.176208
	Iteration 5F: 3 clusters Score -1054150 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1055346.875000 Penalty: 886.176208
	Iteration 6F: 3 clusters Score -1055347 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1056860.625000 Penalty: 886.176208
	Iteration 7F: 3 clusters Score -1056861 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1058031.625000 Penalty: 886.176208
	Iteration 8F: 3 clusters Score -1058032 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1058631.625000 Penalty: 886.176208
	Iteration 9Q: 3 clusters Score -1058632 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1058842.250000 Penalty: 886.176208
	Iteration 10Q: 3 clusters Score -1058842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1058901.000000 Penalty: 886.176208
	Iteration 11Q: 3 clusters Score -1058901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1058924.125000 Penalty: 886.176208
	Iteration 12Q: 3 clusters Score -1058924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1058936.125000 Penalty: 886.176208
	Iteration 13Q: 3 clusters Score -1058936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1058940.750000 Penalty: 886.176208
	Iteration 14Q: 3 clusters Score -1058941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1058943.000000 Penalty: 886.176208
	Iteration 15Q: 3 clusters Score -1058943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1058944.250000 Penalty: 886.176208
	Iteration 16Q: 3 clusters Score -1058944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1058947.500000 Penalty: 886.176208
	Iteration 17Q: 3 clusters Score -1058948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1058951.000000 Penalty: 886.176208
	Iteration 18Q: 3 clusters Score -1058951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1058951.875000 Penalty: 886.176208
	Iteration 19Q: 3 clusters Score -1058952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1058952.625000 Penalty: 886.176208
	Iteration 20F: 3 clusters Score -1058953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.876953 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.88 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 184 members 
Entering Unmasked Estep 
Score: -22162.000000 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22162 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22337.312500 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22337.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22385.570312 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22385.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22405.693359 Penalty: 538.374390
	Iteration 3Q: 3 clusters Score -22405.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22417.660156 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22417.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22428.404297 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22439.763672 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22439.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22444.339844 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22444.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22460.871094 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22460.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22476.417969 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22476.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22480.509766 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22480.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22483.019531 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22483.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22486.000000 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -22486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22486.875000 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -22486.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22492.568359 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -22492.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22500.207031 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -22500.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22510.130859 Penalty: 538.374390
	Iteration 16Q: 3 clusters Score -22510.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22511.763672 Penalty: 538.374390
	Iteration 17Q: 3 clusters Score -22511.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22512.068359 Penalty: 538.374390
	Iteration 18Q: 3 clusters Score -22512.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22512.068359 Penalty: 538.374390
	Iteration 19F: 3 clusters Score -22512.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -7456.987793 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -7456.988 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 102 members 
Entering Unmasked Estep 
Score: -7199.696289 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -7199.696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7285.113281 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -7285.113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7314.789062 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -7314.789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7325.686035 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -7325.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7326.246582 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -7326.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7326.246582 Penalty: 474.063232
	Iteration 5F: 3 clusters Score -7326.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28093.388672 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28093.39 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28216.949219 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28216.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28273.019531 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28273.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28334.076172 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -28334.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28417.255859 Penalty: 558.925415
	Iteration 4F: 3 clusters Score -28417.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28462.148438 Penalty: 558.925415
	Iteration 5F: 3 clusters Score -28462.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28491.876953 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28491.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28504.429688 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28504.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28516.789062 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28516.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28527.343750 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28527.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28530.105469 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28530.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28530.546875 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -28530.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28530.546875 Penalty: 558.925415
	Iteration 12F: 3 clusters Score -28530.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28084.013672 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28084.01 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28237.869141 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28237.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28284.117188 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28284.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28319.152344 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28319.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28364.169922 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -28364.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28406.943359 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28406.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28431.029297 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28431.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28454.425781 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28454.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28472.775391 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28472.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28496.814453 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28496.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28541.345703 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -28541.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28553.000000 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -28553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28553.201172 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -28553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28553.201172 Penalty: 558.139221
	Iteration 13F: 3 clusters Score -28553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 183 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 278 members 
Entering Unmasked Estep 
Score: -53293932.000000 Penalty: 47402.378906
Splitting cluster 36 changes total score from -53294200.000000 to -53293932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 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 134 members 
Entering Unmasked Estep 
Score: -6037.279297 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6037.279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6101.782715 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6101.783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6113.579102 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6113.579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6118.583008 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -6118.583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6119.644531 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6119.645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6120.466797 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6120.467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6120.872559 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -6120.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6121.542969 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -6121.543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6124.937500 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -6124.938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6136.371094 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -6136.371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6171.442871 Penalty: 504.965912
	Iteration 10F: 3 clusters Score -6171.443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6208.280273 Penalty: 504.965912
	Iteration 11F: 3 clusters Score -6208.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6227.675293 Penalty: 504.965912
	Iteration 12F: 3 clusters Score -6227.675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6244.225098 Penalty: 504.965912
	Iteration 13Q: 3 clusters Score -6244.225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6250.654785 Penalty: 504.965912
	Iteration 14Q: 3 clusters Score -6250.655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6252.779785 Penalty: 504.965912
	Iteration 15Q: 3 clusters Score -6252.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6253.640625 Penalty: 504.965912
	Iteration 16Q: 3 clusters Score -6253.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6254.085449 Penalty: 504.965912
	Iteration 17Q: 3 clusters Score -6254.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6254.085449 Penalty: 504.965912
	Iteration 18F: 3 clusters Score -6254.085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -124673.257812 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124673.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -125207.781250 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125207.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -125359.976562 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125360 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -125489.531250 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125489.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -125584.312500 Penalty: 690.075562
	Iteration 4F: 3 clusters Score -125584.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -125640.093750 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -125640.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125683.062500 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -125683.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -125705.718750 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -125705.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -125717.664062 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125717.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -125727.117188 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125727.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -125730.781250 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -125733.460938 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -125735.328125 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125735.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -125738.445312 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125738.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -125742.117188 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -125743.851562 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125745.093750 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -125745.421875 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -125745.937500 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -125745.937500 Penalty: 690.075562
	Iteration 19F: 3 clusters Score -125745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12069.428711 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12069.43 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 100 members 
Entering Unmasked Estep 
Score: -11821.090820 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11821.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12019.659180 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -12019.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12098.182617 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12098.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12122.930664 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -12122.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12113.779297 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12113.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12124.185547 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12124.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12136.665039 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12136.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12136.665039 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -12136.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 129 members 
Entering Unmasked Estep 
Score: -53293968.000000 Penalty: 47402.378906
Splitting cluster 39 changes total score from -53294200.000000 to -53293968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (90115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Entering Unmasked Estep 
Score: -5523884.500000 Penalty: 519.102295
	Iteration 0F: 2 clusters Score -5523884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5463223.500000 Penalty: 1038.204590
	Iteration 0F: 3 clusters Score -5463224 nChanged 44155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5490723.000000 Penalty: 1038.204590
	Iteration 1F: 3 clusters Score -5490723 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5492585.000000 Penalty: 1038.204590
	Iteration 2Q: 3 clusters Score -5492585 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -5495752.000000 Penalty: 1038.204590
	Iteration 3F: 3 clusters Score -5495752 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -5500385.000000 Penalty: 1038.204590
	Iteration 4F: 3 clusters Score -5500385 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -5505449.000000 Penalty: 1038.204590
	Iteration 5F: 3 clusters Score -5505449 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -5508237.000000 Penalty: 1038.204590
	Iteration 6F: 3 clusters Score -5508237 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5509128.500000 Penalty: 1038.204590
	Iteration 7Q: 3 clusters Score -5509128 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -5509403.500000 Penalty: 1038.204590
	Iteration 8Q: 3 clusters Score -5509404 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5509618.500000 Penalty: 1038.204590
	Iteration 9Q: 3 clusters Score -5509618 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -5509788.000000 Penalty: 1038.204590
	Iteration 10Q: 3 clusters Score -5509788 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -5509996.000000 Penalty: 1038.204590
	Iteration 11Q: 3 clusters Score -5509996 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -5510268.500000 Penalty: 1038.204590
	Iteration 12Q: 3 clusters Score -5510268 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5510540.000000 Penalty: 1038.204590
	Iteration 13Q: 3 clusters Score -5510540 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -5510813.000000 Penalty: 1038.204590
	Iteration 14Q: 3 clusters Score -5510813 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -5511108.000000 Penalty: 1038.204590
	Iteration 15Q: 3 clusters Score -5511108 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -5511400.000000 Penalty: 1038.204590
	Iteration 16Q: 3 clusters Score -5511400 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -5511638.000000 Penalty: 1038.204590
	Iteration 17Q: 3 clusters Score -5511638 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -5511842.000000 Penalty: 1038.204590
	Iteration 18Q: 3 clusters Score -5511842 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5512001.500000 Penalty: 1038.204590
	Iteration 19Q: 3 clusters Score -5512002 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -5512108.000000 Penalty: 1038.204590
	Iteration 20F: 3 clusters Score -5512108 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -5512236.500000 Penalty: 1038.204590
	Iteration 21Q: 3 clusters Score -5512236 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -5512358.000000 Penalty: 1038.204590
	Iteration 22Q: 3 clusters Score -5512358 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -5512469.000000 Penalty: 1038.204590
	Iteration 23Q: 3 clusters Score -5512469 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -5512583.000000 Penalty: 1038.204590
	Iteration 24Q: 3 clusters Score -5512583 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -5512676.500000 Penalty: 1038.204590
	Iteration 25Q: 3 clusters Score -5512676 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -5512785.500000 Penalty: 1038.204590
	Iteration 26Q: 3 clusters Score -5512786 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -5512921.500000 Penalty: 1038.204590
	Iteration 27Q: 3 clusters Score -5512922 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5513033.500000 Penalty: 1038.204590
	Iteration 28Q: 3 clusters Score -5513034 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -5513175.000000 Penalty: 1038.204590
	Iteration 29Q: 3 clusters Score -5513175 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -5513285.000000 Penalty: 1038.204590
	Iteration 30Q: 3 clusters Score -5513285 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -5513390.500000 Penalty: 1038.204590
	Iteration 31Q: 3 clusters Score -5513390 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -5513453.000000 Penalty: 1038.204590
	Iteration 32Q: 3 clusters Score -5513453 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -5513558.500000 Penalty: 1038.204590
	Iteration 33Q: 3 clusters Score -5513558 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -5513610.000000 Penalty: 1038.204590
	Iteration 34Q: 3 clusters Score -5513610 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -5513664.000000 Penalty: 1038.204590
	Iteration 35Q: 3 clusters Score -5513664 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -5513715.000000 Penalty: 1038.204590
	Iteration 36Q: 3 clusters Score -5513715 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -5513712.500000 Penalty: 1038.204590
	Iteration 37Q: 3 clusters Score -5513712 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -5513710.000000 Penalty: 1038.204590
	Iteration 38Q: 3 clusters Score -5513710 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5513722.000000 Penalty: 1038.204590
	Iteration 39Q: 3 clusters Score -5513722 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5513746.500000 Penalty: 1038.204590
	Iteration 40F: 3 clusters Score -5513746 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5513759.000000 Penalty: 1038.204590
	Iteration 41Q: 3 clusters Score -5513759 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5513799.500000 Penalty: 1038.204590
	Iteration 42Q: 3 clusters Score -5513800 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -5513805.500000 Penalty: 1038.204590
	Iteration 43Q: 3 clusters Score -5513806 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5513856.500000 Penalty: 1038.204590
	Iteration 44Q: 3 clusters Score -5513856 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5513900.000000 Penalty: 1038.204590
	Iteration 45Q: 3 clusters Score -5513900 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -5513919.500000 Penalty: 1038.204590
	Iteration 46Q: 3 clusters Score -5513920 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5513937.500000 Penalty: 1038.204590
	Iteration 47Q: 3 clusters Score -5513938 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5513961.000000 Penalty: 1038.204590
	Iteration 48Q: 3 clusters Score -5513961 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5513959.500000 Penalty: 1038.204590
	Iteration 49Q: 3 clusters Score -5513960 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5513970.000000 Penalty: 1038.204590
	Iteration 50Q: 3 clusters Score -5513970 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5513996.500000 Penalty: 1038.204590
	Iteration 51Q: 3 clusters Score -5513996 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -5514019.000000 Penalty: 1038.204590
	Iteration 52Q: 3 clusters Score -5514019 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5514054.000000 Penalty: 1038.204590
	Iteration 53Q: 3 clusters Score -5514054 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -5514082.500000 Penalty: 1038.204590
	Iteration 54Q: 3 clusters Score -5514082 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5514123.000000 Penalty: 1038.204590
	Iteration 55Q: 3 clusters Score -5514123 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5514142.500000 Penalty: 1038.204590
	Iteration 56Q: 3 clusters Score -5514142 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5514152.500000 Penalty: 1038.204590
	Iteration 57Q: 3 clusters Score -5514152 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5514174.000000 Penalty: 1038.204590
	Iteration 58Q: 3 clusters Score -5514174 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5514192.500000 Penalty: 1038.204590
	Iteration 59Q: 3 clusters Score -5514192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5514210.000000 Penalty: 1038.204590
	Iteration 60F: 3 clusters Score -5514210 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5514242.000000 Penalty: 1038.204590
	Iteration 61Q: 3 clusters Score -5514242 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5514260.000000 Penalty: 1038.204590
	Iteration 62Q: 3 clusters Score -5514260 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5514310.500000 Penalty: 1038.204590
	Iteration 63Q: 3 clusters Score -5514310 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -5514350.500000 Penalty: 1038.204590
	Iteration 64Q: 3 clusters Score -5514350 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -5514383.500000 Penalty: 1038.204590
	Iteration 65Q: 3 clusters Score -5514384 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5514425.500000 Penalty: 1038.204590
	Iteration 66Q: 3 clusters Score -5514426 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -5514473.500000 Penalty: 1038.204590
	Iteration 67Q: 3 clusters Score -5514474 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5514505.500000 Penalty: 1038.204590
	Iteration 68Q: 3 clusters Score -5514506 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -5514529.500000 Penalty: 1038.204590
	Iteration 69Q: 3 clusters Score -5514530 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -5514527.500000 Penalty: 1038.204590
	Iteration 70Q: 3 clusters Score -5514528 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -5514576.500000 Penalty: 1038.204590
	Iteration 71Q: 3 clusters Score -5514576 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -5514623.500000 Penalty: 1038.204590
	Iteration 72Q: 3 clusters Score -5514624 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5514705.500000 Penalty: 1038.204590
	Iteration 73Q: 3 clusters Score -5514706 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5514725.500000 Penalty: 1038.204590
	Iteration 74Q: 3 clusters Score -5514726 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -5514801.000000 Penalty: 1038.204590
	Iteration 75Q: 3 clusters Score -5514801 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -5514852.000000 Penalty: 1038.204590
	Iteration 76Q: 3 clusters Score -5514852 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5514909.500000 Penalty: 1038.204590
	Iteration 77Q: 3 clusters Score -5514910 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5514986.500000 Penalty: 1038.204590
	Iteration 78Q: 3 clusters Score -5514986 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5515030.500000 Penalty: 1038.204590
	Iteration 79Q: 3 clusters Score -5515030 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5515101.500000 Penalty: 1038.204590
	Iteration 80F: 3 clusters Score -5515102 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -5515153.500000 Penalty: 1038.204590
	Iteration 81Q: 3 clusters Score -5515154 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5515220.000000 Penalty: 1038.204590
	Iteration 82Q: 3 clusters Score -5515220 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5515281.500000 Penalty: 1038.204590
	Iteration 83Q: 3 clusters Score -5515282 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5515372.500000 Penalty: 1038.204590
	Iteration 84Q: 3 clusters Score -5515372 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5515473.000000 Penalty: 1038.204590
	Iteration 85Q: 3 clusters Score -5515473 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5515568.000000 Penalty: 1038.204590
	Iteration 86Q: 3 clusters Score -5515568 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -5515684.500000 Penalty: 1038.204590
	Iteration 87Q: 3 clusters Score -5515684 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -5515805.500000 Penalty: 1038.204590
	Iteration 88Q: 3 clusters Score -5515806 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5515901.500000 Penalty: 1038.204590
	Iteration 89Q: 3 clusters Score -5515902 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5516041.000000 Penalty: 1038.204590
	Iteration 90Q: 3 clusters Score -5516041 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -5516210.000000 Penalty: 1038.204590
	Iteration 91Q: 3 clusters Score -5516210 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -5516347.000000 Penalty: 1038.204590
	Iteration 92Q: 3 clusters Score -5516347 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5516497.000000 Penalty: 1038.204590
	Iteration 93Q: 3 clusters Score -5516497 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -5516707.500000 Penalty: 1038.204590
	Iteration 94Q: 3 clusters Score -5516708 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5516899.000000 Penalty: 1038.204590
	Iteration 95Q: 3 clusters Score -5516899 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5517114.000000 Penalty: 1038.204590
	Iteration 96Q: 3 clusters Score -5517114 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5517362.000000 Penalty: 1038.204590
	Iteration 97Q: 3 clusters Score -5517362 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5517694.500000 Penalty: 1038.204590
	Iteration 98Q: 3 clusters Score -5517694 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -5518041.000000 Penalty: 1038.204590
	Iteration 99Q: 3 clusters Score -5518041 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -5518352.500000 Penalty: 1038.204590
	Iteration 100F: 3 clusters Score -5518352 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5518742.500000 Penalty: 1038.204590
	Iteration 101Q: 3 clusters Score -5518742 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -5519142.000000 Penalty: 1038.204590
	Iteration 102Q: 3 clusters Score -5519142 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -5519540.500000 Penalty: 1038.204590
	Iteration 103Q: 3 clusters Score -5519540 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5519943.500000 Penalty: 1038.204590
	Iteration 104Q: 3 clusters Score -5519944 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5520390.000000 Penalty: 1038.204590
	Iteration 105Q: 3 clusters Score -5520390 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -5520875.000000 Penalty: 1038.204590
	Iteration 106Q: 3 clusters Score -5520875 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5521292.000000 Penalty: 1038.204590
	Iteration 107Q: 3 clusters Score -5521292 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5521748.000000 Penalty: 1038.204590
	Iteration 108Q: 3 clusters Score -5521748 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5522116.000000 Penalty: 1038.204590
	Iteration 109Q: 3 clusters Score -5522116 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5522388.000000 Penalty: 1038.204590
	Iteration 110Q: 3 clusters Score -5522388 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5522650.500000 Penalty: 1038.204590
	Iteration 111Q: 3 clusters Score -5522650 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5522839.500000 Penalty: 1038.204590
	Iteration 112Q: 3 clusters Score -5522840 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5522968.500000 Penalty: 1038.204590
	Iteration 113Q: 3 clusters Score -5522968 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5523080.500000 Penalty: 1038.204590
	Iteration 114Q: 3 clusters Score -5523080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5523176.500000 Penalty: 1038.204590
	Iteration 115Q: 3 clusters Score -5523176 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5523250.000000 Penalty: 1038.204590
	Iteration 116Q: 3 clusters Score -5523250 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5523312.500000 Penalty: 1038.204590
	Iteration 117Q: 3 clusters Score -5523312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5523364.000000 Penalty: 1038.204590
	Iteration 118Q: 3 clusters Score -5523364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5523399.000000 Penalty: 1038.204590
	Iteration 119Q: 3 clusters Score -5523399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5523407.000000 Penalty: 1038.204590
	Iteration 120F: 3 clusters Score -5523407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5523422.000000 Penalty: 1038.204590
	Iteration 121Q: 3 clusters Score -5523422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5523441.000000 Penalty: 1038.204590
	Iteration 122Q: 3 clusters Score -5523441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5523447.000000 Penalty: 1038.204590
	Iteration 123Q: 3 clusters Score -5523447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5523462.500000 Penalty: 1038.204590
	Iteration 124Q: 3 clusters Score -5523462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5523459.500000 Penalty: 1038.204590
	Iteration 125Q: 3 clusters Score -5523460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5523463.000000 Penalty: 1038.204590
	Iteration 126Q: 3 clusters Score -5523463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5523467.000000 Penalty: 1038.204590
	Iteration 127Q: 3 clusters Score -5523467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5523467.500000 Penalty: 1038.204590
	Iteration 128Q: 3 clusters Score -5523468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5523467.000000 Penalty: 1038.204590
	Iteration 129Q: 3 clusters Score -5523467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5523468.000000 Penalty: 1038.204590
	Iteration 130Q: 3 clusters Score -5523468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5523470.500000 Penalty: 1038.204590
	Iteration 131Q: 3 clusters Score -5523470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5523471.500000 Penalty: 1038.204590
	Iteration 132Q: 3 clusters Score -5523472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5523470.000000 Penalty: 1038.204590
	Iteration 133Q: 3 clusters Score -5523470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5523469.000000 Penalty: 1038.204590
	Iteration 134Q: 3 clusters Score -5523469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5523466.000000 Penalty: 1038.204590
	Iteration 135Q: 3 clusters Score -5523466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5523469.000000 Penalty: 1038.204590
	Iteration 136Q: 3 clusters Score -5523469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5523471.500000 Penalty: 1038.204590
	Iteration 137Q: 3 clusters Score -5523472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5523473.500000 Penalty: 1038.204590
	Iteration 138Q: 3 clusters Score -5523474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5523477.000000 Penalty: 1038.204590
	Iteration 139Q: 3 clusters Score -5523477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5523473.500000 Penalty: 1038.204590
	Iteration 140F: 3 clusters Score -5523474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5523481.000000 Penalty: 1038.204590
	Iteration 141Q: 3 clusters Score -5523481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5523481.000000 Penalty: 1038.204590
	Iteration 142Q: 3 clusters Score -5523481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5523480.500000 Penalty: 1038.204590
	Iteration 143Q: 3 clusters Score -5523480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5523480.500000 Penalty: 1038.204590
	Iteration 144F: 3 clusters Score -5523480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2616.345947 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2616.346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2645.108398 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2645.108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2651.095215 Penalty: 354.155670
	Iteration 2Q: 3 clusters Score -2651.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2648.868896 Penalty: 354.155670
	Iteration 3Q: 3 clusters Score -2648.869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2648.868896 Penalty: 354.155670
	Iteration 4F: 3 clusters Score -2648.869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68911.976562 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68911.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68037.375000 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68037.38 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68439.781250 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68439.78 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68582.570312 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68582.57 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68683.601562 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -68683.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68758.382812 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -68758.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -68784.937500 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -68784.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68802.804688 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68802.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -68818.500000 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68818.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -68825.828125 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68825.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68837.554688 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68837.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -68854.171875 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68854.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -68865.218750 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68865.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -68868.390625 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68868.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -68872.101562 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -68876.234375 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -68876.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -68878.742188 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -68878.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -68882.765625 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -68882.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -68882.617188 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -68882.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -68883.406250 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -68883.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -68883.406250 Penalty: 637.361633
	Iteration 19F: 3 clusters Score -68883.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 73 members 
Entering Unmasked Estep 
Score: -8799.724609 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8799.725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8861.901367 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8861.901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8867.138672 Penalty: 464.087830
	Iteration 2Q: 3 clusters Score -8867.139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8873.605469 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8873.605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8877.358398 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8877.358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8881.252930 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8881.253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8881.252930 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -8881.253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 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 73 members 
Entering Unmasked Estep 
Score: -8875.658203 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8875.658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8933.976562 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8933.977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8947.091797 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -8947.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8954.684570 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -8954.685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8970.012695 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -8970.013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8985.353516 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -8985.354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8990.823242 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -8990.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8993.507812 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -8993.508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8999.224609 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -8999.225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9008.374023 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -9008.374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9019.071289 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -9019.071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9036.572266 Penalty: 455.359100
	Iteration 11Q: 3 clusters Score -9036.572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9067.005859 Penalty: 455.359100
	Iteration 12F: 3 clusters Score -9067.006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9158.969727 Penalty: 455.359100
	Iteration 13Q: 3 clusters Score -9158.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9202.702148 Penalty: 455.359100
	Iteration 14Q: 3 clusters Score -9202.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9221.314453 Penalty: 455.359100
	Iteration 15Q: 3 clusters Score -9221.314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9221.314453 Penalty: 455.359100
	Iteration 16F: 3 clusters Score -9221.314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 57 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 92 members 
Entering Unmasked Estep 
Score: -53293948.000000 Penalty: 47402.378906
Splitting cluster 44 changes total score from -53294200.000000 to -53293948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 156 members 
Entering Unmasked Estep 
Score: -20370.449219 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20370.45 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20476.544922 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20476.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20512.357422 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20512.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20531.322266 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -20531.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20551.826172 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20551.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -20567.701172 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20579.160156 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20579.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20587.496094 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20591.986328 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20591.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20593.513672 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20593.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -20594.167969 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -20594.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20594.505859 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -20594.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20594.505859 Penalty: 527.992737
	Iteration 12F: 3 clusters Score -20594.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25995.357422 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25995.36 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26112.851562 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26112.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26143.300781 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26143.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26173.281250 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -26173.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26211.966797 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -26211.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26266.027344 Penalty: 549.446228
	Iteration 5F: 3 clusters Score -26266.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26311.830078 Penalty: 549.446228
	Iteration 6F: 3 clusters Score -26311.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26343.953125 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26343.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26361.650391 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26361.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26363.835938 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26363.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26365.173828 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26365.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26365.173828 Penalty: 549.446228
	Iteration 11F: 3 clusters Score -26365.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -11537.748047 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -11537.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11239.214844 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -11239.21 nChanged 82
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: -11407.472656 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -11407.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11456.067383 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -11456.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11480.301758 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -11480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11493.971680 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -11493.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11503.639648 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -11503.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11526.479492 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -11526.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11548.457031 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -11548.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11564.319336 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -11564.32 nChanged 3
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: -11569.335938 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -11569.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11571.136719 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -11571.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11572.002930 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -11572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11574.784180 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -11574.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11577.530273 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -11577.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11577.530273 Penalty: 499.116516
	Iteration 14F: 3 clusters Score -11577.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 137 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 104 members 
Entering Unmasked Estep 
Score: -53293912.000000 Penalty: 47402.378906
Splitting cluster 47 changes total score from -53294200.000000 to -53293912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 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 67 members 
Entering Unmasked Estep 
Score: -7766.712891 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7766.713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7842.654785 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7842.655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7882.678223 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7882.678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7926.934570 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7926.935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7961.404297 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7961.404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7974.647949 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7974.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7979.098145 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7979.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8007.949707 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -8007.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8007.949707 Penalty: 447.718262
	Iteration 8F: 3 clusters Score -8007.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 71 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 66 members 
Entering Unmasked Estep 
Score: -53293868.000000 Penalty: 47402.378906
Splitting cluster 48 changes total score from -53294200.000000 to -53293868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -9283.317383 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9283.317 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 72 members 
Entering Unmasked Estep 
Score: -9033.327148 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9033.327 nChanged 32
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: -9098.760742 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9098.761 nChanged 14
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: -9143.825195 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9143.825 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: -9160.357422 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9160.357 nChanged 2
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: -9163.058594 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -9163.059 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: -9170.181641 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -9170.182 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: -9170.181641 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -9170.182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -25530.048828 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25530.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25119.287109 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25119.29 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25248.148438 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25248.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25304.486328 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25304.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25336.857422 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -25336.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25356.896484 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25384.632812 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25384.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25406.611328 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25406.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25422.796875 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25425.746094 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25425.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25427.365234 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25427.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25431.882812 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25431.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25437.126953 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -25437.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25442.011719 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -25442.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25443.287109 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -25443.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25444.781250 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -25444.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25447.240234 Penalty: 539.592651
	Iteration 15Q: 3 clusters Score -25447.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25447.513672 Penalty: 539.592651
	Iteration 16Q: 3 clusters Score -25447.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25447.513672 Penalty: 539.592651
	Iteration 17F: 3 clusters Score -25447.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -45259.335938 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -45259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44644.261719 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -44644.26 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44840.226562 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -44840.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44888.031250 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -44888.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44915.812500 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -44915.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44933.183594 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -44933.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44951.039062 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -44951.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44959.808594 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -44959.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44976.007812 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -44976.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44982.859375 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -44982.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44985.429688 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -44985.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44987.816406 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -44987.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44993.675781 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -44993.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45010.539062 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -45010.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45025.769531 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -45025.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -45030.160156 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -45030.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45032.683594 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -45032.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -45037.539062 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -45037.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -45043.546875 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -45043.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45048.097656 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -45048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -45051.011719 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -45051.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45053.644531 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -45053.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45055.531250 Penalty: 596.796021
	Iteration 21Q: 3 clusters Score -45055.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -45056.855469 Penalty: 596.796021
	Iteration 22Q: 3 clusters Score -45056.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45057.964844 Penalty: 596.796021
	Iteration 23Q: 3 clusters Score -45057.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45058.406250 Penalty: 596.796021
	Iteration 24Q: 3 clusters Score -45058.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -45059.843750 Penalty: 596.796021
	Iteration 25Q: 3 clusters Score -45059.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -45059.843750 Penalty: 596.796021
	Iteration 26F: 3 clusters Score -45059.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -6182.452637 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -6182.453 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 50 members 
Entering Unmasked Estep 
Score: -5959.586426 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5959.586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6004.135742 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -6004.136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6008.235352 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -6008.235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6008.960449 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -6008.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6008.960449 Penalty: 433.357849
	Iteration 4F: 3 clusters Score -6008.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 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 106 members 
Entering Unmasked Estep 
Score: -13228.690430 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13228.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13335.012695 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13335.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13359.287109 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13359.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13376.659180 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13376.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13389.059570 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13389.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13395.697266 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13396.656250 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13396.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13397.416016 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13397.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13397.416016 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -13397.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -13823.285156 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -13823.29 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 118 members 
Entering Unmasked Estep 
Score: -13497.735352 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -13497.74 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13602.675781 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -13602.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13622.481445 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -13622.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13633.402344 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -13633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13649.661133 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -13649.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13662.305664 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -13662.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13667.095703 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -13667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13669.225586 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -13669.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13671.262695 Penalty: 495.653107
	Iteration 8Q: 3 clusters Score -13671.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13672.121094 Penalty: 495.653107
	Iteration 9Q: 3 clusters Score -13672.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13672.593750 Penalty: 495.653107
	Iteration 10Q: 3 clusters Score -13672.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13673.815430 Penalty: 495.653107
	Iteration 11Q: 3 clusters Score -13673.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13673.815430 Penalty: 495.653107
	Iteration 12F: 3 clusters Score -13673.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 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 66 members 
Entering Unmasked Estep 
Score: -1843.106689 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1843.107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1894.591187 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1894.591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1918.074219 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -1918.074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1932.721802 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -1932.722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -35234.699219 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -35234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34699.691406 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34699.69 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34935.453125 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34935.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35012.085938 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -35012.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35088.089844 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -35088.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35153.148438 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -35153.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35204.757812 Penalty: 579.035522
	Iteration 5F: 3 clusters Score -35204.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35253.949219 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -35253.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35295.140625 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -35295.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35311.582031 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -35311.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35320.437500 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -35320.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35334.996094 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -35335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35346.386719 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -35346.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35355.175781 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -35355.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35364.171875 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -35364.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35370.214844 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -35370.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35373.242188 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -35373.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35373.753906 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -35373.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35373.753906 Penalty: 579.035522
	Iteration 17F: 3 clusters Score -35373.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 349 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 231 members 
Entering Unmasked Estep 
Score: -53294112.000000 Penalty: 47402.378906
Splitting cluster 56 changes total score from -53294200.000000 to -53294112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 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 314 members 
Entering Unmasked Estep 
Score: -42502.027344 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42502.03 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42684.496094 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42684.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42760.539062 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42760.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42813.753906 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -42813.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42839.992188 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -42839.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42854.675781 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -42854.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42863.789062 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -42863.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42878.375000 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -42878.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42890.042969 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -42890.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42905.613281 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -42905.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42914.253906 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -42914.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42919.062500 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -42919.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42923.925781 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -42923.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42929.378906 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -42929.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42930.667969 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -42930.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42933.964844 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -42933.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42936.605469 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -42936.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42937.648438 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -42937.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42938.644531 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -42938.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42939.097656 Penalty: 592.026367
	Iteration 19Q: 3 clusters Score -42939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42940.742188 Penalty: 592.026367
	Iteration 20F: 3 clusters Score -42940.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42946.503906 Penalty: 592.026367
	Iteration 21Q: 3 clusters Score -42946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42956.214844 Penalty: 592.026367
	Iteration 22Q: 3 clusters Score -42956.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42971.296875 Penalty: 592.026367
	Iteration 23Q: 3 clusters Score -42971.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42989.628906 Penalty: 592.026367
	Iteration 24Q: 3 clusters Score -42989.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43011.863281 Penalty: 592.026367
	Iteration 25Q: 3 clusters Score -43011.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43016.812500 Penalty: 592.026367
	Iteration 26Q: 3 clusters Score -43016.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43021.015625 Penalty: 592.026367
	Iteration 27Q: 3 clusters Score -43021.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43025.425781 Penalty: 592.026367
	Iteration 28Q: 3 clusters Score -43025.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43027.226562 Penalty: 592.026367
	Iteration 29Q: 3 clusters Score -43027.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43033.625000 Penalty: 592.026367
	Iteration 30Q: 3 clusters Score -43033.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43039.742188 Penalty: 592.026367
	Iteration 31Q: 3 clusters Score -43039.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43043.289062 Penalty: 592.026367
	Iteration 32Q: 3 clusters Score -43043.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43045.683594 Penalty: 592.026367
	Iteration 33Q: 3 clusters Score -43045.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43045.683594 Penalty: 592.026367
	Iteration 34F: 3 clusters Score -43045.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (89197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Entering Unmasked Estep 
Score: -5547539.000000 Penalty: 518.636414
	Iteration 0F: 2 clusters Score -5547539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5489506.500000 Penalty: 1037.272827
	Iteration 0F: 3 clusters Score -5489506 nChanged 43304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5516532.000000 Penalty: 1037.272827
	Iteration 1F: 3 clusters Score -5516532 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5518442.500000 Penalty: 1037.272827
	Iteration 2Q: 3 clusters Score -5518442 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -5521210.500000 Penalty: 1037.272827
	Iteration 3F: 3 clusters Score -5521210 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5525330.000000 Penalty: 1037.272827
	Iteration 4F: 3 clusters Score -5525330 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5530706.500000 Penalty: 1037.272827
	Iteration 5F: 3 clusters Score -5530706 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -5536259.500000 Penalty: 1037.272827
	Iteration 6F: 3 clusters Score -5536260 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5541122.000000 Penalty: 1037.272827
	Iteration 7F: 3 clusters Score -5541122 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5543984.500000 Penalty: 1037.272827
	Iteration 8Q: 3 clusters Score -5543984 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5545548.500000 Penalty: 1037.272827
	Iteration 9Q: 3 clusters Score -5545548 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5546385.000000 Penalty: 1037.272827
	Iteration 10Q: 3 clusters Score -5546385 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5546721.500000 Penalty: 1037.272827
	Iteration 11Q: 3 clusters Score -5546722 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5546906.500000 Penalty: 1037.272827
	Iteration 12Q: 3 clusters Score -5546906 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5547017.500000 Penalty: 1037.272827
	Iteration 13Q: 3 clusters Score -5547018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5547066.500000 Penalty: 1037.272827
	Iteration 14Q: 3 clusters Score -5547066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5547077.500000 Penalty: 1037.272827
	Iteration 15Q: 3 clusters Score -5547078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5547084.000000 Penalty: 1037.272827
	Iteration 16Q: 3 clusters Score -5547084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5547094.500000 Penalty: 1037.272827
	Iteration 17Q: 3 clusters Score -5547094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5547101.000000 Penalty: 1037.272827
	Iteration 18Q: 3 clusters Score -5547101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5547106.000000 Penalty: 1037.272827
	Iteration 19Q: 3 clusters Score -5547106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5547107.000000 Penalty: 1037.272827
	Iteration 20F: 3 clusters Score -5547107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5547107.000000 Penalty: 1037.272827
	Iteration 21Q: 3 clusters Score -5547107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5547110.000000 Penalty: 1037.272827
	Iteration 22Q: 3 clusters Score -5547110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5547108.500000 Penalty: 1037.272827
	Iteration 23Q: 3 clusters Score -5547108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5547108.500000 Penalty: 1037.272827
	Iteration 24F: 3 clusters Score -5547108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 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 122 members 
Entering Unmasked Estep 
Score: -16128.144531 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16128.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16232.158203 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16232.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16277.194336 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16277.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16291.985352 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -16291.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16304.805664 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -16304.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16309.160156 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16309.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16313.356445 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -16313.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16314.781250 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -16314.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16314.781250 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -16314.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -75615.523438 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -75615.52 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 597 members 
Entering Unmasked Estep 
Score: -74698.390625 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -74698.39 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74992.164062 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -74992.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75049.445312 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -75049.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75105.117188 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -75105.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75176.132812 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -75176.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75227.750000 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -75227.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75250.203125 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -75250.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75259.882812 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -75259.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75267.656250 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -75267.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75277.750000 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -75277.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75287.859375 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -75287.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75295.593750 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -75295.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75300.132812 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -75300.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75307.015625 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -75307.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75310.648438 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -75310.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -75313.085938 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -75313.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75315.273438 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -75315.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75317.351562 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -75317.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75319.015625 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -75319.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75320.039062 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -75320.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75320.445312 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -75320.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75320.617188 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -75320.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75320.687500 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -75320.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75320.906250 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -75320.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75320.906250 Penalty: 643.126099
	Iteration 24F: 3 clusters Score -75320.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65067.953125 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65067.95 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65327.878906 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65327.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65430.578125 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65430.58 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65485.046875 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -65485.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65512.480469 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -65512.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65535.957031 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65535.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65549.507812 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65549.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65558.070312 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65558.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65565.960938 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65565.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65574.156250 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65574.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65577.750000 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -65577.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65584.062500 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -65584.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65592.921875 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -65592.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65600.914062 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -65600.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65605.937500 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -65605.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65609.445312 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -65609.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65611.390625 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -65611.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65615.890625 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -65615.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65617.375000 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -65617.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65618.046875 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -65618.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65618.312500 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -65618.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -9676.716797 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9676.717 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 97 members 
Entering Unmasked Estep 
Score: -9431.515625 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9431.516 nChanged 61
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: -9585.207031 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9585.207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9622.016602 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9622.017 nChanged 11
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: -9650.237305 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -9650.237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9656.708008 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9656.708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9659.785156 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9659.785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9665.033203 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9665.033 nChanged 1
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: -9669.418945 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9669.419 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: -9670.516602 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9670.517 nChanged 0
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: -9670.516602 Penalty: 478.432068
	Iteration 9F: 3 clusters Score -9670.517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 99 members 
Entering Unmasked Estep 
Score: -10862.500977 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10862.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10935.725586 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10935.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10958.125977 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10958.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10967.783203 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10967.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10980.102539 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10995.607422 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10995.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11012.551758 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11012.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11018.662109 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11018.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11018.936523 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11018.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11021.560547 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -11021.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11024.292969 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -11024.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11025.760742 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -11025.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11026.434570 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -11026.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11026.434570 Penalty: 480.308441
	Iteration 13F: 3 clusters Score -11026.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 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 219 members 
Entering Unmasked Estep 
Score: -28176.261719 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28176.26 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28325.773438 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28325.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28368.333984 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28368.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28384.162109 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -28384.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28398.371094 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28398.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28407.779297 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28407.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28415.410156 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28415.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28420.300781 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28424.861328 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28424.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28427.826172 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28427.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28429.208984 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28429.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28430.822266 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28430.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28433.826172 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28433.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28445.828125 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28445.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28455.919922 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28455.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28464.718750 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28464.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28481.234375 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28481.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28488.201172 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -28488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28492.939453 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -28492.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28493.187500 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -28493.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28493.187500 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -28493.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 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 78 members 
Entering Unmasked Estep 
Score: -7635.648438 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7635.648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7701.857910 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7701.858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7714.508789 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7714.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7715.246094 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7715.246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7715.703125 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7715.703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7715.703125 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -7715.703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -12711.738281 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -12711.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12431.451172 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -12431.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12510.094727 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -12510.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12521.633789 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -12521.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12530.957031 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -12530.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12534.860352 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -12534.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12537.589844 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -12537.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12540.688477 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -12540.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12544.278320 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -12544.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12548.698242 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -12548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12548.698242 Penalty: 472.052094
	Iteration 9F: 3 clusters Score -12548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -11561.458008 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11561.46 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 139 members 
Entering Unmasked Estep 
Score: -11260.520508 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11260.52 nChanged 88
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: -11395.257812 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11395.26 nChanged 20
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: -11434.772461 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11434.77 nChanged 14
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: -11471.083008 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -11471.08 nChanged 11
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: -11500.580078 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -11500.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11509.260742 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11509.26 nChanged 5
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: -11516.641602 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11516.64 nChanged 2
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: -11520.142578 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -11520.14 nChanged 2
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: -11522.629883 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -11522.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11534.703125 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -11534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11549.441406 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -11549.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11555.589844 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -11555.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11556.822266 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -11556.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11561.900391 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -11561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11561.900391 Penalty: 503.897430
	Iteration 14F: 3 clusters Score -11561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 157 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 97 members 
Entering Unmasked Estep 
Score: -53293916.000000 Penalty: 47402.378906
Splitting cluster 67 changes total score from -53294200.000000 to -53293916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 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 60 members 
Entering Unmasked Estep 
Score: -8150.989746 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8150.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8226.383789 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8226.384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8292.210938 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8292.211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8299.625977 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8299.626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8303.092773 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8303.093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8314.022461 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8314.022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8320.380859 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -8320.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8331.590820 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -8331.591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8348.884766 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -8348.885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8351.597656 Penalty: 448.380096
	Iteration 9Q: 3 clusters Score -8351.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8356.274414 Penalty: 448.380096
	Iteration 10Q: 3 clusters Score -8356.274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8361.690430 Penalty: 448.380096
	Iteration 11Q: 3 clusters Score -8361.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8370.001953 Penalty: 448.380096
	Iteration 12Q: 3 clusters Score -8370.002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8380.468750 Penalty: 448.380096
	Iteration 13Q: 3 clusters Score -8380.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8392.992188 Penalty: 448.380096
	Iteration 14Q: 3 clusters Score -8392.992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8398.041992 Penalty: 448.380096
	Iteration 15F: 3 clusters Score -8398.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8421.439453 Penalty: 448.380096
	Iteration 16Q: 3 clusters Score -8421.439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8424.368164 Penalty: 448.380096
	Iteration 17Q: 3 clusters Score -8424.368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8424.368164 Penalty: 448.380096
	Iteration 18F: 3 clusters Score -8424.368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 92 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 387 members 
Mstep: Class 74 contains 93143 members 
Mstep: Class 75 contains 3985 members 
Mstep: Class 76 contains 46 members 
Entering Unmasked Estep 
Score: -53293932.000000 Penalty: 47402.378906
Splitting cluster 68 changes total score from -53294200.000000 to -53293932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (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: -25620.048828 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -25620.05 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 195 members 
Entering Unmasked Estep 
Score: -25170.710938 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25170.71 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25312.759766 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -25312.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25346.781250 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -25346.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25379.205078 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -25379.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25400.753906 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -25400.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25438.302734 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -25438.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25466.921875 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -25466.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25499.679688 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -25499.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25531.130859 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -25531.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25567.697266 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -25567.7 nChanged 10
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: -25587.804688 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -25587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25595.509766 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -25595.51 nChanged 1
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: -25595.992188 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -25595.99 nChanged 0
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: -25595.992188 Penalty: 545.223267
	Iteration 13F: 3 clusters Score -25595.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -30407.638672 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -30407.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29960.498047 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -29960.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30107.855469 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -30107.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30187.468750 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -30187.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30251.042969 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -30251.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30302.488281 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -30302.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30328.468750 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -30328.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30343.017578 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -30343.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30362.650391 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -30362.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30388.201172 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -30388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30398.021484 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -30398.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30398.486328 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -30398.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30398.486328 Penalty: 556.345093
	Iteration 11F: 3 clusters Score -30398.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 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 252 members 
Entering Unmasked Estep 
Score: -29370.578125 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29370.58 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29547.341797 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29547.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29617.957031 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29617.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29665.423828 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -29665.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29683.955078 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29683.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29692.400391 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29696.626953 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29696.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29700.218750 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29700.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29705.310547 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29705.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29707.144531 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29707.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29707.476562 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29707.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29712.669922 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29712.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29717.355469 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29717.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29718.484375 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29718.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29718.701172 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29718.701172 Penalty: 565.529358
	Iteration 15F: 3 clusters Score -29718.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -32731.484375 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -32731.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32281.919922 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -32281.92 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32389.753906 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -32389.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32416.482422 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -32416.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32429.503906 Penalty: 555.332825
	Iteration 3Q: 3 clusters Score -32429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32440.781250 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -32440.78 nChanged 10
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: -32448.125000 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -32448.12 nChanged 5
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: -32451.048828 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -32451.05 nChanged 6
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: -32454.220703 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -32454.22 nChanged 3
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: -32456.845703 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -32456.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32460.839844 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -32460.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32462.115234 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -32462.12 nChanged 1
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: -32462.476562 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -32462.48 nChanged 2
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: -32463.287109 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -32463.29 nChanged 2
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: -32464.607422 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -32464.61 nChanged 1
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: -32465.009766 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -32465.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32465.736328 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -32465.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32467.083984 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -32467.08 nChanged 3
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: -32471.714844 Penalty: 555.332825
	Iteration 17Q: 3 clusters Score -32471.71 nChanged 4
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: -32473.455078 Penalty: 555.332825
	Iteration 18Q: 3 clusters Score -32473.46 nChanged 3
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: -32474.587891 Penalty: 555.332825
	Iteration 19Q: 3 clusters Score -32474.59 nChanged 2
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: -32475.085938 Penalty: 555.332825
	Iteration 20F: 3 clusters Score -32475.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54441 members 
Mstep: Class 3 contains 16689 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 86099 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1726 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83529 members 
Mstep: Class 10 contains 240 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82296 members 
Mstep: Class 16 contains 226 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 72451 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 940 members 
Mstep: Class 28 contains 86668 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16953 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90115 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89197 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1173 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 254 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294988.000000 Penalty: 46778.664062
Iteration 439Q: 76 clusters Score -5.329499e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53771 members 
Mstep: Class 3 contains 17374 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 86067 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83785 members 
Mstep: Class 10 contains 243 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81644 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82631 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 72900 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 86645 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16742 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 90713 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89233 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1186 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 252 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 373 members 
Mstep: Class 74 contains 91315 members 
Mstep: Class 75 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295776.000000 Penalty: 46778.664062
Iteration 440F: 76 clusters Score -5.329578e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 52979 members 
Mstep: Class 3 contains 18209 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 85914 members 
Mstep: Class 6 contains 605 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 83935 members 
Mstep: Class 10 contains 243 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81770 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 82807 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 73400 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 323 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 954 members 
Mstep: Class 28 contains 86608 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16547 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91017 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 89029 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1181 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 394 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Mstep: Class 73 contains 384 members 
Mstep: Class 74 contains 90354 members 
Mstep: Class 75 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296312.000000 Penalty: 46778.664062
Iteration 441Q: 76 clusters Score -5.329631e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 52121 members 
Mstep: Class 3 contains 19035 members 
Mstep: Class 4 contains 3873 members 
Mstep: Class 5 contains 85775 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84164 members 
Mstep: Class 10 contains 244 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81833 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83005 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 73871 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3337 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 957 members 
Mstep: Class 28 contains 86572 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16365 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91328 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88758 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1183 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 386 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Mstep: Class 73 contains 389 members 
Mstep: Class 74 contains 89488 members 
Mstep: Class 75 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296960.000000 Penalty: 46778.664062
Iteration 442Q: 76 clusters Score -5.329696e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51252 members 
Mstep: Class 3 contains 19844 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 85707 members 
Mstep: Class 6 contains 606 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84331 members 
Mstep: Class 10 contains 246 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81871 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83254 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4215 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 74280 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 86530 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16182 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91633 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 147 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88416 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1184 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 383 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Mstep: Class 73 contains 389 members 
Mstep: Class 74 contains 88734 members 
Mstep: Class 75 contains 4288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297580.000000 Penalty: 46778.664062
Iteration 443Q: 76 clusters Score -5.329758e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 50433 members 
Mstep: Class 3 contains 20649 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 85650 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84503 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81848 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83457 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 3146 members 
Mstep: Class 19 contains 74625 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 86515 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 16013 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 91933 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 88041 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1185 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 381 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Mstep: Class 73 contains 389 members 
Mstep: Class 74 contains 88114 members 
Mstep: Class 75 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297548.000000 Penalty: 46778.664062
Iteration 444Q: 76 clusters Score -5.329755e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49582 members 
Mstep: Class 3 contains 21392 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 85609 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 84708 members 
Mstep: Class 10 contains 251 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81806 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83685 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 74960 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 959 members 
Mstep: Class 28 contains 86500 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 502 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 15826 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92198 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87655 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1182 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 446 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 87584 members 
Mstep: Class 75 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298352.000000 Penalty: 46778.664062
Iteration 445Q: 76 clusters Score -5.329835e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 48691 members 
Mstep: Class 3 contains 22094 members 
Mstep: Class 4 contains 3744 members 
Mstep: Class 5 contains 85566 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 85108 members 
Mstep: Class 10 contains 252 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81693 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 83927 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4146 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 75253 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 86491 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 15653 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92465 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 87199 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1179 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 393 members 
Mstep: Class 74 contains 87105 members 
Mstep: Class 75 contains 4545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298760.000000 Penalty: 46778.664062
Iteration 446Q: 76 clusters Score -5.329876e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 47776 members 
Mstep: Class 3 contains 22739 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 85523 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 85525 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81611 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84095 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 75534 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 86536 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 15460 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92638 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86810 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 447 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86735 members 
Mstep: Class 75 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299360.000000 Penalty: 46778.664062
Iteration 447Q: 76 clusters Score -5.329936e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 46837 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 85492 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 85888 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81532 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84306 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 75753 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 963 members 
Mstep: Class 28 contains 86578 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 15266 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92824 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86510 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86415 members 
Mstep: Class 75 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299616.000000 Penalty: 46778.664062
Iteration 448Q: 76 clusters Score -5.329962e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45887 members 
Mstep: Class 3 contains 23852 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 85472 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 86302 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81485 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84497 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4075 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 75973 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 86611 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 15084 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 92953 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86223 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86188 members 
Mstep: Class 75 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299996.000000 Penalty: 46778.664062
Iteration 449Q: 76 clusters Score -5.33e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 44834 members 
Mstep: Class 3 contains 24375 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 85492 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 86723 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81413 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84640 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 76200 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 970 members 
Mstep: Class 28 contains 86574 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 14908 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93034 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 86080 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86063 members 
Mstep: Class 75 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300012.000000 Penalty: 46778.664062
Iteration 450Q: 76 clusters Score -5.330001e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 43777 members 
Mstep: Class 3 contains 24929 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 85493 members 
Mstep: Class 6 contains 602 members 
Mstep: Class 7 contains 1628 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 87125 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81351 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84760 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 19 contains 76429 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 976 members 
Mstep: Class 28 contains 86546 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 14729 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93092 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85937 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 85991 members 
Mstep: Class 75 contains 4944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300180.000000 Penalty: 46778.664062
Iteration 451Q: 76 clusters Score -5.330018e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 42743 members 
Mstep: Class 3 contains 25468 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 85523 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 87502 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81306 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84880 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 4778 members 
Mstep: Class 19 contains 76656 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 86515 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 14549 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93107 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85815 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 85959 members 
Mstep: Class 75 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300128.000000 Penalty: 46778.664062
Iteration 452Q: 76 clusters Score -5.330013e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 41711 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 85558 members 
Mstep: Class 6 contains 599 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 87860 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81295 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 84980 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 4866 members 
Mstep: Class 19 contains 76896 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 86501 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 14372 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93108 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85688 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 85972 members 
Mstep: Class 75 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300100.000000 Penalty: 46778.664062
Iteration 453Q: 76 clusters Score -5.33001e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 26492 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 85545 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 88200 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81283 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85096 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 77142 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 86478 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 14183 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93146 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85615 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 85935 members 
Mstep: Class 75 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300340.000000 Penalty: 46778.664062
Iteration 454Q: 76 clusters Score -5.330034e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 39676 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 5 contains 85551 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 88548 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81273 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85170 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 77380 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1002 members 
Mstep: Class 28 contains 86460 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 14004 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93153 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85564 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 448 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 85979 members 
Mstep: Class 75 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300396.000000 Penalty: 46778.664062
Iteration 455Q: 76 clusters Score -5.33004e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 38717 members 
Mstep: Class 3 contains 27466 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 85589 members 
Mstep: Class 6 contains 601 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 88826 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81349 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85125 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 77647 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1005 members 
Mstep: Class 28 contains 86414 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13815 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93151 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85507 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86056 members 
Mstep: Class 75 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300528.000000 Penalty: 46778.664062
Iteration 456Q: 76 clusters Score -5.330053e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 37758 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 85579 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 89081 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81451 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85084 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3992 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 77893 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2886 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 86396 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13660 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93145 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85466 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86126 members 
Mstep: Class 75 contains 5277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300348.000000 Penalty: 46778.664062
Iteration 457Q: 76 clusters Score -5.330035e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 36807 members 
Mstep: Class 3 contains 28409 members 
Mstep: Class 4 contains 3653 members 
Mstep: Class 5 contains 85560 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 1616 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 89348 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81532 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85072 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3988 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 78109 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1004 members 
Mstep: Class 28 contains 86412 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93167 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85446 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86135 members 
Mstep: Class 75 contains 5340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300572.000000 Penalty: 46778.664062
Iteration 458Q: 76 clusters Score -5.330057e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 35839 members 
Mstep: Class 3 contains 28875 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 85515 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 89595 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81609 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85102 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 78320 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 86431 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13402 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93188 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85419 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86171 members 
Mstep: Class 75 contains 5398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300624.000000 Penalty: 46778.664062
Iteration 459Q: 76 clusters Score -5.330062e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 34853 members 
Mstep: Class 3 contains 29316 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 85463 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 89815 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81702 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85190 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 78553 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1002 members 
Mstep: Class 28 contains 86472 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13263 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93167 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85401 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86215 members 
Mstep: Class 75 contains 5452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300632.000000 Penalty: 46778.664062
Iteration 460F: 76 clusters Score -5.330063e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 33921 members 
Mstep: Class 3 contains 29755 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 85464 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 90046 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81717 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85252 members 
Mstep: Class 16 contains 222 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 5558 members 
Mstep: Class 19 contains 78769 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 86504 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13128 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93186 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 85111 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86247 members 
Mstep: Class 75 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300984.000000 Penalty: 46778.664062
Iteration 461Q: 76 clusters Score -5.330098e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 33036 members 
Mstep: Class 3 contains 30213 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 85471 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 90215 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81764 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85361 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 78969 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2748 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1004 members 
Mstep: Class 28 contains 86547 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 13000 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93230 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 120 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84782 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86287 members 
Mstep: Class 75 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301184.000000 Penalty: 46778.664062
Iteration 462Q: 76 clusters Score -5.330118e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 32160 members 
Mstep: Class 3 contains 30651 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 85456 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 90427 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81790 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85451 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3936 members 
Mstep: Class 18 contains 6017 members 
Mstep: Class 19 contains 79148 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 86566 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12878 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93282 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84553 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86308 members 
Mstep: Class 75 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301288.000000 Penalty: 46778.664062
Iteration 463Q: 76 clusters Score -5.330129e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 31241 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 85464 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 90668 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81844 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85536 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 79304 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2688 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1007 members 
Mstep: Class 28 contains 86576 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12758 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93320 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84364 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86339 members 
Mstep: Class 75 contains 5618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301544.000000 Penalty: 46778.664062
Iteration 464Q: 76 clusters Score -5.330154e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 30345 members 
Mstep: Class 3 contains 31488 members 
Mstep: Class 4 contains 3699 members 
Mstep: Class 5 contains 85448 members 
Mstep: Class 6 contains 625 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 90870 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81916 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85654 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 79465 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 86579 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12668 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93371 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84192 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86340 members 
Mstep: Class 75 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301712.000000 Penalty: 46778.664062
Iteration 465Q: 76 clusters Score -5.330171e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 29477 members 
Mstep: Class 3 contains 31843 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 85466 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 91078 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 81989 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85706 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 6580 members 
Mstep: Class 19 contains 79608 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1017 members 
Mstep: Class 28 contains 86588 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12571 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93402 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 119 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 84078 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86338 members 
Mstep: Class 75 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301596.000000 Penalty: 46778.664062
Iteration 466Q: 76 clusters Score -5.33016e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 28614 members 
Mstep: Class 3 contains 32183 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 85489 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 1568 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 91287 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82046 members 
Mstep: Class 13 contains 2784 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85795 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 79737 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 86643 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12450 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93461 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83938 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86306 members 
Mstep: Class 75 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301816.000000 Penalty: 46778.664062
Iteration 467Q: 76 clusters Score -5.330182e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 27774 members 
Mstep: Class 3 contains 32494 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 85525 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 91519 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82119 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85863 members 
Mstep: Class 16 contains 224 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 19 contains 79886 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 86671 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12343 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93544 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 118 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83779 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86254 members 
Mstep: Class 75 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301684.000000 Penalty: 46778.664062
Iteration 468Q: 76 clusters Score -5.330168e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 26916 members 
Mstep: Class 3 contains 32802 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 85533 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 91806 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82216 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 85912 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 80026 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 86695 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12229 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93643 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83643 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86200 members 
Mstep: Class 75 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301852.000000 Penalty: 46778.664062
Iteration 469Q: 76 clusters Score -5.330185e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 26071 members 
Mstep: Class 3 contains 33104 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 85562 members 
Mstep: Class 6 contains 644 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 92105 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82304 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86008 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 80108 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 86698 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 12119 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93742 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83503 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86165 members 
Mstep: Class 75 contains 5767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301976.000000 Penalty: 46778.664062
Iteration 470Q: 76 clusters Score -5.330198e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 25234 members 
Mstep: Class 3 contains 33403 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 85596 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 1524 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 92389 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82383 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86129 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 7369 members 
Mstep: Class 19 contains 80198 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1061 members 
Mstep: Class 28 contains 86685 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11998 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93825 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83424 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86108 members 
Mstep: Class 75 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301972.000000 Penalty: 46778.664062
Iteration 471Q: 76 clusters Score -5.330197e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 24391 members 
Mstep: Class 3 contains 33652 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 85619 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 92655 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82470 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86261 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 7497 members 
Mstep: Class 19 contains 80315 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 86649 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11870 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93901 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83380 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86100 members 
Mstep: Class 75 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301964.000000 Penalty: 46778.664062
Iteration 472Q: 76 clusters Score -5.330196e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 23592 members 
Mstep: Class 3 contains 33904 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 85635 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 92810 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82566 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86360 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 80428 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2452 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 86662 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11748 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93941 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83385 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86116 members 
Mstep: Class 75 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302248.000000 Penalty: 46778.664062
Iteration 473Q: 76 clusters Score -5.330225e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 22850 members 
Mstep: Class 3 contains 34152 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 85648 members 
Mstep: Class 6 contains 658 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93007 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82686 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86459 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 80466 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2436 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 86667 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11638 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 93986 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83343 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86133 members 
Mstep: Class 75 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302500.000000 Penalty: 46778.664062
Iteration 474Q: 76 clusters Score -5.33025e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 22100 members 
Mstep: Class 3 contains 34379 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 85668 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 1498 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93202 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82804 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86548 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 80528 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2416 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 86653 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94059 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83339 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86142 members 
Mstep: Class 75 contains 5773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302488.000000 Penalty: 46778.664062
Iteration 475Q: 76 clusters Score -5.330249e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 21361 members 
Mstep: Class 3 contains 34632 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 85703 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93362 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82894 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86637 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3798 members 
Mstep: Class 18 contains 7983 members 
Mstep: Class 19 contains 80607 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2406 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 86626 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11422 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94164 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83351 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86111 members 
Mstep: Class 75 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302464.000000 Penalty: 46778.664062
Iteration 476Q: 76 clusters Score -5.330246e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 20689 members 
Mstep: Class 3 contains 34849 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 85753 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1489 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93431 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 82991 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86734 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 80711 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2397 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 86655 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94262 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83326 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86097 members 
Mstep: Class 75 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302520.000000 Penalty: 46778.664062
Iteration 477Q: 76 clusters Score -5.330252e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 20025 members 
Mstep: Class 3 contains 35074 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 85803 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93515 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83076 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86832 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 80812 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 86650 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94355 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83330 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86060 members 
Mstep: Class 75 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302720.000000 Penalty: 46778.664062
Iteration 478Q: 76 clusters Score -5.330272e+07 nChanged 2880
Entering ConstructFrom: 
Score: -53302720.000000 Penalty: 46778.664062
Entering ConstructFrom: 
Trying to split cluster 1 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -5371.824219 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -5371.824 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 42 members 
Entering Unmasked Estep 
Score: -5159.424805 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -5159.425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5184.739258 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -5184.739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5194.568848 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -5194.569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5200.549805 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -5200.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5220.666992 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -5220.667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5245.408691 Penalty: 404.281281
	Iteration 5Q: 3 clusters Score -5245.409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5269.528320 Penalty: 404.281281
	Iteration 6Q: 3 clusters Score -5269.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5378.611328 Penalty: 404.281281
	Iteration 7Q: 3 clusters Score -5378.611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -5401.830078 Penalty: 404.281281
	Iteration 8F: 3 clusters Score -5401.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -5417.892090 Penalty: 404.281281
	Iteration 9Q: 3 clusters Score -5417.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -5422.217773 Penalty: 404.281281
	Iteration 10Q: 3 clusters Score -5422.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -5428.382324 Penalty: 404.281281
	Iteration 11Q: 3 clusters Score -5428.382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -5428.382324 Penalty: 404.281281
	Iteration 12F: 3 clusters Score -5428.382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 18 members 
Entering Unmasked Estep 
Score: -53302136.000000 Penalty: 47402.378906
Splitting cluster 1 changes total score from -53302720.000000 to -53302136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (19364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Entering Unmasked Estep 
Score: -1210118.000000 Penalty: 449.138275
	Iteration 0F: 2 clusters Score -1210118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1197154.875000 Penalty: 898.276550
	Iteration 0F: 3 clusters Score -1197155 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1202500.000000 Penalty: 898.276550
	Iteration 1F: 3 clusters Score -1202500 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1202862.500000 Penalty: 898.276550
	Iteration 2Q: 3 clusters Score -1202862 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1203396.625000 Penalty: 898.276550
	Iteration 3F: 3 clusters Score -1203397 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1204175.125000 Penalty: 898.276550
	Iteration 4F: 3 clusters Score -1204175 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1205354.625000 Penalty: 898.276550
	Iteration 5F: 3 clusters Score -1205355 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1206741.625000 Penalty: 898.276550
	Iteration 6F: 3 clusters Score -1206742 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1207532.125000 Penalty: 898.276550
	Iteration 7Q: 3 clusters Score -1207532 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1207816.125000 Penalty: 898.276550
	Iteration 8Q: 3 clusters Score -1207816 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1208002.375000 Penalty: 898.276550
	Iteration 9Q: 3 clusters Score -1208002 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1208183.500000 Penalty: 898.276550
	Iteration 10Q: 3 clusters Score -1208184 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1208380.625000 Penalty: 898.276550
	Iteration 11Q: 3 clusters Score -1208381 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1208565.250000 Penalty: 898.276550
	Iteration 12Q: 3 clusters Score -1208565 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1208742.750000 Penalty: 898.276550
	Iteration 13Q: 3 clusters Score -1208743 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1208895.250000 Penalty: 898.276550
	Iteration 14Q: 3 clusters Score -1208895 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1209033.750000 Penalty: 898.276550
	Iteration 15Q: 3 clusters Score -1209034 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1209161.375000 Penalty: 898.276550
	Iteration 16Q: 3 clusters Score -1209161 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1209267.125000 Penalty: 898.276550
	Iteration 17Q: 3 clusters Score -1209267 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1209366.500000 Penalty: 898.276550
	Iteration 18Q: 3 clusters Score -1209366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1209433.375000 Penalty: 898.276550
	Iteration 19Q: 3 clusters Score -1209433 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1209500.875000 Penalty: 898.276550
	Iteration 20F: 3 clusters Score -1209501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1209561.375000 Penalty: 898.276550
	Iteration 21Q: 3 clusters Score -1209561 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1209618.625000 Penalty: 898.276550
	Iteration 22Q: 3 clusters Score -1209619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1209655.125000 Penalty: 898.276550
	Iteration 23Q: 3 clusters Score -1209655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1209675.625000 Penalty: 898.276550
	Iteration 24Q: 3 clusters Score -1209676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1209685.125000 Penalty: 898.276550
	Iteration 25Q: 3 clusters Score -1209685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1209702.375000 Penalty: 898.276550
	Iteration 26Q: 3 clusters Score -1209702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1209713.000000 Penalty: 898.276550
	Iteration 27Q: 3 clusters Score -1209713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1209719.375000 Penalty: 898.276550
	Iteration 28Q: 3 clusters Score -1209719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1209724.250000 Penalty: 898.276550
	Iteration 29Q: 3 clusters Score -1209724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1209726.750000 Penalty: 898.276550
	Iteration 30Q: 3 clusters Score -1209727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1209726.875000 Penalty: 898.276550
	Iteration 31Q: 3 clusters Score -1209727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1209727.125000 Penalty: 898.276550
	Iteration 32Q: 3 clusters Score -1209727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1209728.500000 Penalty: 898.276550
	Iteration 33Q: 3 clusters Score -1209728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1209728.875000 Penalty: 898.276550
	Iteration 34Q: 3 clusters Score -1209729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1209728.875000 Penalty: 898.276550
	Iteration 35Q: 3 clusters Score -1209729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1209729.625000 Penalty: 898.276550
	Iteration 36Q: 3 clusters Score -1209730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1209729.625000 Penalty: 898.276550
	Iteration 37F: 3 clusters Score -1209730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Entering Unmasked Estep 
Score: -2256968.750000 Penalty: 476.442780
	Iteration 0F: 2 clusters Score -2256969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2233309.500000 Penalty: 952.885559
	Iteration 0F: 3 clusters Score -2233310 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2243423.500000 Penalty: 952.885559
	Iteration 1F: 3 clusters Score -2243424 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2243964.750000 Penalty: 952.885559
	Iteration 2Q: 3 clusters Score -2243965 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2244765.250000 Penalty: 952.885559
	Iteration 3Q: 3 clusters Score -2244765 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2245960.250000 Penalty: 952.885559
	Iteration 4F: 3 clusters Score -2245960 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2247737.500000 Penalty: 952.885559
	Iteration 5F: 3 clusters Score -2247738 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2249811.000000 Penalty: 952.885559
	Iteration 6F: 3 clusters Score -2249811 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2251269.750000 Penalty: 952.885559
	Iteration 7F: 3 clusters Score -2251270 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2251875.500000 Penalty: 952.885559
	Iteration 8Q: 3 clusters Score -2251876 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2252121.250000 Penalty: 952.885559
	Iteration 9Q: 3 clusters Score -2252121 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2252291.500000 Penalty: 952.885559
	Iteration 10Q: 3 clusters Score -2252292 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2252464.500000 Penalty: 952.885559
	Iteration 11Q: 3 clusters Score -2252464 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -2252627.250000 Penalty: 952.885559
	Iteration 12Q: 3 clusters Score -2252627 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2252788.000000 Penalty: 952.885559
	Iteration 13Q: 3 clusters Score -2252788 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2252915.000000 Penalty: 952.885559
	Iteration 14Q: 3 clusters Score -2252915 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2253077.000000 Penalty: 952.885559
	Iteration 15Q: 3 clusters Score -2253077 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2253175.250000 Penalty: 952.885559
	Iteration 16Q: 3 clusters Score -2253175 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2253271.250000 Penalty: 952.885559
	Iteration 17Q: 3 clusters Score -2253271 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2253359.000000 Penalty: 952.885559
	Iteration 18Q: 3 clusters Score -2253359 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2253447.000000 Penalty: 952.885559
	Iteration 19Q: 3 clusters Score -2253447 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2253526.000000 Penalty: 952.885559
	Iteration 20F: 3 clusters Score -2253526 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2253616.250000 Penalty: 952.885559
	Iteration 21Q: 3 clusters Score -2253616 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2253707.750000 Penalty: 952.885559
	Iteration 22Q: 3 clusters Score -2253708 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -2253798.250000 Penalty: 952.885559
	Iteration 23Q: 3 clusters Score -2253798 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2253905.500000 Penalty: 952.885559
	Iteration 24Q: 3 clusters Score -2253906 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -2254018.500000 Penalty: 952.885559
	Iteration 25Q: 3 clusters Score -2254018 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -2254136.500000 Penalty: 952.885559
	Iteration 26Q: 3 clusters Score -2254136 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -2254242.500000 Penalty: 952.885559
	Iteration 27Q: 3 clusters Score -2254242 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2254310.750000 Penalty: 952.885559
	Iteration 28Q: 3 clusters Score -2254311 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -2254386.000000 Penalty: 952.885559
	Iteration 29Q: 3 clusters Score -2254386 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2254454.250000 Penalty: 952.885559
	Iteration 30Q: 3 clusters Score -2254454 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -2254525.250000 Penalty: 952.885559
	Iteration 31Q: 3 clusters Score -2254525 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -2254609.500000 Penalty: 952.885559
	Iteration 32Q: 3 clusters Score -2254610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -2254697.500000 Penalty: 952.885559
	Iteration 33Q: 3 clusters Score -2254698 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -2254754.250000 Penalty: 952.885559
	Iteration 34Q: 3 clusters Score -2254754 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -2254822.000000 Penalty: 952.885559
	Iteration 35Q: 3 clusters Score -2254822 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -2254887.750000 Penalty: 952.885559
	Iteration 36Q: 3 clusters Score -2254888 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -2254958.250000 Penalty: 952.885559
	Iteration 37Q: 3 clusters Score -2254958 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -2255039.500000 Penalty: 952.885559
	Iteration 38Q: 3 clusters Score -2255040 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -2255120.750000 Penalty: 952.885559
	Iteration 39Q: 3 clusters Score -2255121 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -2255203.750000 Penalty: 952.885559
	Iteration 40F: 3 clusters Score -2255204 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -2255294.750000 Penalty: 952.885559
	Iteration 41Q: 3 clusters Score -2255295 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -2255363.750000 Penalty: 952.885559
	Iteration 42Q: 3 clusters Score -2255364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -2255441.500000 Penalty: 952.885559
	Iteration 43Q: 3 clusters Score -2255442 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -2255528.500000 Penalty: 952.885559
	Iteration 44Q: 3 clusters Score -2255528 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -2255625.750000 Penalty: 952.885559
	Iteration 45Q: 3 clusters Score -2255626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -2255708.750000 Penalty: 952.885559
	Iteration 46Q: 3 clusters Score -2255709 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -2255783.000000 Penalty: 952.885559
	Iteration 47Q: 3 clusters Score -2255783 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -2255869.250000 Penalty: 952.885559
	Iteration 48Q: 3 clusters Score -2255869 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -2255952.000000 Penalty: 952.885559
	Iteration 49Q: 3 clusters Score -2255952 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -2256050.750000 Penalty: 952.885559
	Iteration 50Q: 3 clusters Score -2256051 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -2256134.750000 Penalty: 952.885559
	Iteration 51Q: 3 clusters Score -2256135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -2256224.250000 Penalty: 952.885559
	Iteration 52Q: 3 clusters Score -2256224 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -2256275.250000 Penalty: 952.885559
	Iteration 53Q: 3 clusters Score -2256275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -2256316.750000 Penalty: 952.885559
	Iteration 54Q: 3 clusters Score -2256317 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -2256362.250000 Penalty: 952.885559
	Iteration 55Q: 3 clusters Score -2256362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -2256404.250000 Penalty: 952.885559
	Iteration 56Q: 3 clusters Score -2256404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -2256446.250000 Penalty: 952.885559
	Iteration 57Q: 3 clusters Score -2256446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -2256477.750000 Penalty: 952.885559
	Iteration 58Q: 3 clusters Score -2256478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -2256498.250000 Penalty: 952.885559
	Iteration 59Q: 3 clusters Score -2256498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -2256507.750000 Penalty: 952.885559
	Iteration 60F: 3 clusters Score -2256508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -2256514.750000 Penalty: 952.885559
	Iteration 61Q: 3 clusters Score -2256515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -2256529.500000 Penalty: 952.885559
	Iteration 62Q: 3 clusters Score -2256530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -2256537.250000 Penalty: 952.885559
	Iteration 63Q: 3 clusters Score -2256537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -2256546.750000 Penalty: 952.885559
	Iteration 64Q: 3 clusters Score -2256547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -2256551.750000 Penalty: 952.885559
	Iteration 65Q: 3 clusters Score -2256552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2256555.750000 Penalty: 952.885559
	Iteration 66Q: 3 clusters Score -2256556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -2256558.000000 Penalty: 952.885559
	Iteration 67Q: 3 clusters Score -2256558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -2256560.750000 Penalty: 952.885559
	Iteration 68Q: 3 clusters Score -2256561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -2256562.250000 Penalty: 952.885559
	Iteration 69Q: 3 clusters Score -2256562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2256564.250000 Penalty: 952.885559
	Iteration 70Q: 3 clusters Score -2256564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -2256564.000000 Penalty: 952.885559
	Iteration 71Q: 3 clusters Score -2256564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -2256564.250000 Penalty: 952.885559
	Iteration 72Q: 3 clusters Score -2256564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -2256564.250000 Penalty: 952.885559
	Iteration 73F: 3 clusters Score -2256564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -243908.265625 Penalty: 376.483246
	Iteration 0F: 2 clusters Score -243908.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -241206.781250 Penalty: 752.966492
	Iteration 0F: 3 clusters Score -241206.8 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -242259.109375 Penalty: 752.966492
	Iteration 1F: 3 clusters Score -242259.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -242506.593750 Penalty: 752.966492
	Iteration 2F: 3 clusters Score -242506.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -242831.109375 Penalty: 752.966492
	Iteration 3F: 3 clusters Score -242831.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243175.703125 Penalty: 752.966492
	Iteration 4F: 3 clusters Score -243175.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -243417.453125 Penalty: 752.966492
	Iteration 5F: 3 clusters Score -243417.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -243579.781250 Penalty: 752.966492
	Iteration 6F: 3 clusters Score -243579.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -243654.125000 Penalty: 752.966492
	Iteration 7Q: 3 clusters Score -243654.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -243702.250000 Penalty: 752.966492
	Iteration 8Q: 3 clusters Score -243702.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -243741.671875 Penalty: 752.966492
	Iteration 9Q: 3 clusters Score -243741.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243777.921875 Penalty: 752.966492
	Iteration 10Q: 3 clusters Score -243777.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -243797.109375 Penalty: 752.966492
	Iteration 11Q: 3 clusters Score -243797.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -243805.750000 Penalty: 752.966492
	Iteration 12Q: 3 clusters Score -243805.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -243810.968750 Penalty: 752.966492
	Iteration 13Q: 3 clusters Score -243811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243812.953125 Penalty: 752.966492
	Iteration 14Q: 3 clusters Score -243813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -243813.421875 Penalty: 752.966492
	Iteration 15Q: 3 clusters Score -243813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -243814.234375 Penalty: 752.966492
	Iteration 16Q: 3 clusters Score -243814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243814.671875 Penalty: 752.966492
	Iteration 17Q: 3 clusters Score -243814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -243815.000000 Penalty: 752.966492
	Iteration 18Q: 3 clusters Score -243815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243815.343750 Penalty: 752.966492
	Iteration 19Q: 3 clusters Score -243815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243815.890625 Penalty: 752.966492
	Iteration 20F: 3 clusters Score -243815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -243816.125000 Penalty: 752.966492
	Iteration 21Q: 3 clusters Score -243816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243816.343750 Penalty: 752.966492
	Iteration 22Q: 3 clusters Score -243816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -243816.890625 Penalty: 752.966492
	Iteration 23Q: 3 clusters Score -243816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243816.609375 Penalty: 752.966492
	Iteration 24Q: 3 clusters Score -243816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -243817.218750 Penalty: 752.966492
	Iteration 25Q: 3 clusters Score -243817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -243817.281250 Penalty: 752.966492
	Iteration 26Q: 3 clusters Score -243817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -243817.781250 Penalty: 752.966492
	Iteration 27Q: 3 clusters Score -243817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -243817.656250 Penalty: 752.966492
	Iteration 28Q: 3 clusters Score -243817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243817.828125 Penalty: 752.966492
	Iteration 29Q: 3 clusters Score -243817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -243818.140625 Penalty: 752.966492
	Iteration 30Q: 3 clusters Score -243818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -243818.140625 Penalty: 752.966492
	Iteration 31F: 3 clusters Score -243818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Entering Unmasked Estep 
Score: -5339493.500000 Penalty: 516.894104
	Iteration 0F: 2 clusters Score -5339494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -5282079.000000 Penalty: 1033.788208
	Iteration 0F: 3 clusters Score -5282079 nChanged 42003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5307268.500000 Penalty: 1033.788208
	Iteration 1F: 3 clusters Score -5307268 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -5308630.000000 Penalty: 1033.788208
	Iteration 2Q: 3 clusters Score -5308630 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -5310877.000000 Penalty: 1033.788208
	Iteration 3F: 3 clusters Score -5310877 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -5314806.500000 Penalty: 1033.788208
	Iteration 4F: 3 clusters Score -5314806 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -5320440.000000 Penalty: 1033.788208
	Iteration 5F: 3 clusters Score -5320440 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -5325968.500000 Penalty: 1033.788208
	Iteration 6F: 3 clusters Score -5325968 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -5329539.500000 Penalty: 1033.788208
	Iteration 7Q: 3 clusters Score -5329540 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -5331568.500000 Penalty: 1033.788208
	Iteration 8Q: 3 clusters Score -5331568 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -5332896.500000 Penalty: 1033.788208
	Iteration 9Q: 3 clusters Score -5332896 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -5334116.500000 Penalty: 1033.788208
	Iteration 10Q: 3 clusters Score -5334116 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -5335176.500000 Penalty: 1033.788208
	Iteration 11Q: 3 clusters Score -5335176 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -5336058.000000 Penalty: 1033.788208
	Iteration 12Q: 3 clusters Score -5336058 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -5336711.500000 Penalty: 1033.788208
	Iteration 13Q: 3 clusters Score -5336712 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -5337271.000000 Penalty: 1033.788208
	Iteration 14Q: 3 clusters Score -5337271 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -5337750.500000 Penalty: 1033.788208
	Iteration 15Q: 3 clusters Score -5337750 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -5338163.000000 Penalty: 1033.788208
	Iteration 16Q: 3 clusters Score -5338163 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -5338450.000000 Penalty: 1033.788208
	Iteration 17Q: 3 clusters Score -5338450 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -5338648.500000 Penalty: 1033.788208
	Iteration 18Q: 3 clusters Score -5338648 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -5338775.000000 Penalty: 1033.788208
	Iteration 19Q: 3 clusters Score -5338775 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -5338853.000000 Penalty: 1033.788208
	Iteration 20F: 3 clusters Score -5338853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -5338907.500000 Penalty: 1033.788208
	Iteration 21Q: 3 clusters Score -5338908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -5338932.000000 Penalty: 1033.788208
	Iteration 22Q: 3 clusters Score -5338932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -5338967.000000 Penalty: 1033.788208
	Iteration 23Q: 3 clusters Score -5338967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -5338974.000000 Penalty: 1033.788208
	Iteration 24Q: 3 clusters Score -5338974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -5338991.500000 Penalty: 1033.788208
	Iteration 25Q: 3 clusters Score -5338992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -5339005.000000 Penalty: 1033.788208
	Iteration 26Q: 3 clusters Score -5339005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -5339014.000000 Penalty: 1033.788208
	Iteration 27Q: 3 clusters Score -5339014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -5339022.500000 Penalty: 1033.788208
	Iteration 28Q: 3 clusters Score -5339022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -5339023.500000 Penalty: 1033.788208
	Iteration 29Q: 3 clusters Score -5339024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -5339033.000000 Penalty: 1033.788208
	Iteration 30Q: 3 clusters Score -5339033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -5339046.000000 Penalty: 1033.788208
	Iteration 31Q: 3 clusters Score -5339046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -5339051.500000 Penalty: 1033.788208
	Iteration 32Q: 3 clusters Score -5339052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -5339066.000000 Penalty: 1033.788208
	Iteration 33Q: 3 clusters Score -5339066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -5339068.500000 Penalty: 1033.788208
	Iteration 34Q: 3 clusters Score -5339068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -5339073.500000 Penalty: 1033.788208
	Iteration 35Q: 3 clusters Score -5339074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -5339086.500000 Penalty: 1033.788208
	Iteration 36Q: 3 clusters Score -5339086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -5339089.500000 Penalty: 1033.788208
	Iteration 37Q: 3 clusters Score -5339090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -5339087.000000 Penalty: 1033.788208
	Iteration 38Q: 3 clusters Score -5339087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -5339091.500000 Penalty: 1033.788208
	Iteration 39Q: 3 clusters Score -5339092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -5339103.000000 Penalty: 1033.788208
	Iteration 40F: 3 clusters Score -5339103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -5339103.500000 Penalty: 1033.788208
	Iteration 41Q: 3 clusters Score -5339104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -5339114.500000 Penalty: 1033.788208
	Iteration 42Q: 3 clusters Score -5339114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -5339108.000000 Penalty: 1033.788208
	Iteration 43Q: 3 clusters Score -5339108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -5339118.000000 Penalty: 1033.788208
	Iteration 44Q: 3 clusters Score -5339118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -5339119.000000 Penalty: 1033.788208
	Iteration 45Q: 3 clusters Score -5339119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -5339123.500000 Penalty: 1033.788208
	Iteration 46Q: 3 clusters Score -5339124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -5339125.000000 Penalty: 1033.788208
	Iteration 47Q: 3 clusters Score -5339125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -5339125.000000 Penalty: 1033.788208
	Iteration 48Q: 3 clusters Score -5339125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -5339119.500000 Penalty: 1033.788208
	Iteration 49Q: 3 clusters Score -5339120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -5339121.500000 Penalty: 1033.788208
	Iteration 50Q: 3 clusters Score -5339122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -5339122.000000 Penalty: 1033.788208
	Iteration 51Q: 3 clusters Score -5339122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -5339122.000000 Penalty: 1033.788208
	Iteration 52Q: 3 clusters Score -5339122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -5339123.000000 Penalty: 1033.788208
	Iteration 53Q: 3 clusters Score -5339123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -5339125.000000 Penalty: 1033.788208
	Iteration 54Q: 3 clusters Score -5339125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -5339122.500000 Penalty: 1033.788208
	Iteration 55Q: 3 clusters Score -5339122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -5339122.000000 Penalty: 1033.788208
	Iteration 56Q: 3 clusters Score -5339122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -5339122.000000 Penalty: 1033.788208
	Iteration 57F: 3 clusters Score -5339122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -38913.156250 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -38913.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38303.425781 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -38303.43 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38489.753906 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -38489.75 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38614.957031 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -38614.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38726.597656 Penalty: 591.206543
	Iteration 3F: 3 clusters Score -38726.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38777.300781 Penalty: 591.206543
	Iteration 4F: 3 clusters Score -38777.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -38794.945312 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -38794.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38810.812500 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -38810.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38815.039062 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -38815.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -38818.917969 Penalty: 591.206543
	Iteration 8Q: 3 clusters Score -38818.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -38825.402344 Penalty: 591.206543
	Iteration 9Q: 3 clusters Score -38825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -38825.972656 Penalty: 591.206543
	Iteration 10Q: 3 clusters Score -38825.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38826.328125 Penalty: 591.206543
	Iteration 11Q: 3 clusters Score -38826.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38826.328125 Penalty: 591.206543
	Iteration 12F: 3 clusters Score -38826.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -89518.773438 Penalty: 332.140778
	Iteration 0F: 2 clusters Score -89518.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -88405.320312 Penalty: 664.281555
	Iteration 0F: 3 clusters Score -88405.32 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88752.695312 Penalty: 664.281555
	Iteration 1F: 3 clusters Score -88752.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -88809.445312 Penalty: 664.281555
	Iteration 2F: 3 clusters Score -88809.45 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -88855.023438 Penalty: 664.281555
	Iteration 3F: 3 clusters Score -88855.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88900.195312 Penalty: 664.281555
	Iteration 4F: 3 clusters Score -88900.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88939.882812 Penalty: 664.281555
	Iteration 5Q: 3 clusters Score -88939.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88968.828125 Penalty: 664.281555
	Iteration 6Q: 3 clusters Score -88968.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89007.148438 Penalty: 664.281555
	Iteration 7Q: 3 clusters Score -89007.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89038.882812 Penalty: 664.281555
	Iteration 8Q: 3 clusters Score -89038.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89076.562500 Penalty: 664.281555
	Iteration 9Q: 3 clusters Score -89076.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -89114.726562 Penalty: 664.281555
	Iteration 10Q: 3 clusters Score -89114.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -89148.085938 Penalty: 664.281555
	Iteration 11Q: 3 clusters Score -89148.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -89172.210938 Penalty: 664.281555
	Iteration 12Q: 3 clusters Score -89172.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -89187.632812 Penalty: 664.281555
	Iteration 13Q: 3 clusters Score -89187.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -89201.382812 Penalty: 664.281555
	Iteration 14Q: 3 clusters Score -89201.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -89207.523438 Penalty: 664.281555
	Iteration 15Q: 3 clusters Score -89207.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -89214.789062 Penalty: 664.281555
	Iteration 16Q: 3 clusters Score -89214.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -89221.710938 Penalty: 664.281555
	Iteration 17Q: 3 clusters Score -89221.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -89227.148438 Penalty: 664.281555
	Iteration 18Q: 3 clusters Score -89227.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -89229.929688 Penalty: 664.281555
	Iteration 19Q: 3 clusters Score -89229.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -89231.914062 Penalty: 664.281555
	Iteration 20F: 3 clusters Score -89231.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -89234.828125 Penalty: 664.281555
	Iteration 21Q: 3 clusters Score -89234.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -89237.031250 Penalty: 664.281555
	Iteration 22Q: 3 clusters Score -89237.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -89238.992188 Penalty: 664.281555
	Iteration 23Q: 3 clusters Score -89238.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -89243.593750 Penalty: 664.281555
	Iteration 24Q: 3 clusters Score -89243.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -89246.937500 Penalty: 664.281555
	Iteration 25Q: 3 clusters Score -89246.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -89249.343750 Penalty: 664.281555
	Iteration 26Q: 3 clusters Score -89249.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -89251.187500 Penalty: 664.281555
	Iteration 27Q: 3 clusters Score -89251.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -89251.851562 Penalty: 664.281555
	Iteration 28Q: 3 clusters Score -89251.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -89253.078125 Penalty: 664.281555
	Iteration 29Q: 3 clusters Score -89253.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -89253.265625 Penalty: 664.281555
	Iteration 30Q: 3 clusters Score -89253.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -89253.265625 Penalty: 664.281555
	Iteration 31F: 3 clusters Score -89253.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -10008.245117 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -10008.25 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 79 members 
Entering Unmasked Estep 
Score: -9745.507812 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9745.508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9935.636719 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9935.637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10040.317383 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10040.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10307.734375 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -10307.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -10352.270508 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -10352.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -10382.315430 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10382.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10429.743164 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10429.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10429.743164 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10429.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 135 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 37 members 
Entering Unmasked Estep 
Score: -53302536.000000 Penalty: 47402.378906
Splitting cluster 8 changes total score from -53302720.000000 to -53302536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (93640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Entering Unmasked Estep 
Score: -5824987.500000 Penalty: 520.848206
	Iteration 0F: 2 clusters Score -5824988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -5763973.500000 Penalty: 1041.696411
	Iteration 0F: 3 clusters Score -5763974 nChanged 45687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5793763.500000 Penalty: 1041.696411
	Iteration 1F: 3 clusters Score -5793764 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -5798149.500000 Penalty: 1041.696411
	Iteration 2F: 3 clusters Score -5798150 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5804080.000000 Penalty: 1041.696411
	Iteration 3F: 3 clusters Score -5804080 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5809155.500000 Penalty: 1041.696411
	Iteration 4F: 3 clusters Score -5809156 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5811372.500000 Penalty: 1041.696411
	Iteration 5F: 3 clusters Score -5811372 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5812130.000000 Penalty: 1041.696411
	Iteration 6Q: 3 clusters Score -5812130 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5812738.000000 Penalty: 1041.696411
	Iteration 7Q: 3 clusters Score -5812738 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -5813450.500000 Penalty: 1041.696411
	Iteration 8Q: 3 clusters Score -5813450 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5814383.500000 Penalty: 1041.696411
	Iteration 9Q: 3 clusters Score -5814384 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -5815393.500000 Penalty: 1041.696411
	Iteration 10Q: 3 clusters Score -5815394 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -5816596.000000 Penalty: 1041.696411
	Iteration 11Q: 3 clusters Score -5816596 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -5817763.000000 Penalty: 1041.696411
	Iteration 12Q: 3 clusters Score -5817763 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -5819090.000000 Penalty: 1041.696411
	Iteration 13Q: 3 clusters Score -5819090 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -5820141.000000 Penalty: 1041.696411
	Iteration 14Q: 3 clusters Score -5820141 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -5820991.500000 Penalty: 1041.696411
	Iteration 15Q: 3 clusters Score -5820992 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5821735.000000 Penalty: 1041.696411
	Iteration 16Q: 3 clusters Score -5821735 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5822257.500000 Penalty: 1041.696411
	Iteration 17Q: 3 clusters Score -5822258 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5822597.500000 Penalty: 1041.696411
	Iteration 18Q: 3 clusters Score -5822598 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5822892.500000 Penalty: 1041.696411
	Iteration 19Q: 3 clusters Score -5822892 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -5823132.500000 Penalty: 1041.696411
	Iteration 20F: 3 clusters Score -5823132 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5823308.000000 Penalty: 1041.696411
	Iteration 21Q: 3 clusters Score -5823308 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5823446.000000 Penalty: 1041.696411
	Iteration 22Q: 3 clusters Score -5823446 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5823504.000000 Penalty: 1041.696411
	Iteration 23Q: 3 clusters Score -5823504 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -5823558.000000 Penalty: 1041.696411
	Iteration 24Q: 3 clusters Score -5823558 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5823580.500000 Penalty: 1041.696411
	Iteration 25Q: 3 clusters Score -5823580 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -5823665.500000 Penalty: 1041.696411
	Iteration 26Q: 3 clusters Score -5823666 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5823714.000000 Penalty: 1041.696411
	Iteration 27Q: 3 clusters Score -5823714 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5823762.500000 Penalty: 1041.696411
	Iteration 28Q: 3 clusters Score -5823762 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5823770.000000 Penalty: 1041.696411
	Iteration 29Q: 3 clusters Score -5823770 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5823791.500000 Penalty: 1041.696411
	Iteration 30Q: 3 clusters Score -5823792 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5823813.500000 Penalty: 1041.696411
	Iteration 31Q: 3 clusters Score -5823814 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5823872.000000 Penalty: 1041.696411
	Iteration 32Q: 3 clusters Score -5823872 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -5823902.000000 Penalty: 1041.696411
	Iteration 33Q: 3 clusters Score -5823902 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5823959.000000 Penalty: 1041.696411
	Iteration 34Q: 3 clusters Score -5823959 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5823963.000000 Penalty: 1041.696411
	Iteration 35Q: 3 clusters Score -5823963 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5823987.000000 Penalty: 1041.696411
	Iteration 36Q: 3 clusters Score -5823987 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5824027.000000 Penalty: 1041.696411
	Iteration 37Q: 3 clusters Score -5824027 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5824047.500000 Penalty: 1041.696411
	Iteration 38Q: 3 clusters Score -5824048 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5824059.000000 Penalty: 1041.696411
	Iteration 39Q: 3 clusters Score -5824059 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5824097.500000 Penalty: 1041.696411
	Iteration 40F: 3 clusters Score -5824098 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5824109.000000 Penalty: 1041.696411
	Iteration 41Q: 3 clusters Score -5824109 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5824143.500000 Penalty: 1041.696411
	Iteration 42Q: 3 clusters Score -5824144 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5824159.000000 Penalty: 1041.696411
	Iteration 43Q: 3 clusters Score -5824159 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5824191.000000 Penalty: 1041.696411
	Iteration 44Q: 3 clusters Score -5824191 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5824219.000000 Penalty: 1041.696411
	Iteration 45Q: 3 clusters Score -5824219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5824251.000000 Penalty: 1041.696411
	Iteration 46Q: 3 clusters Score -5824251 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5824266.500000 Penalty: 1041.696411
	Iteration 47Q: 3 clusters Score -5824266 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5824272.000000 Penalty: 1041.696411
	Iteration 48Q: 3 clusters Score -5824272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5824265.500000 Penalty: 1041.696411
	Iteration 49Q: 3 clusters Score -5824266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -5824260.500000 Penalty: 1041.696411
	Iteration 50Q: 3 clusters Score -5824260 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -5824296.500000 Penalty: 1041.696411
	Iteration 51Q: 3 clusters Score -5824296 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5824311.000000 Penalty: 1041.696411
	Iteration 52Q: 3 clusters Score -5824311 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74132 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5824334.000000 Penalty: 1041.696411
	Iteration 53Q: 3 clusters Score -5824334 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5824347.000000 Penalty: 1041.696411
	Iteration 54Q: 3 clusters Score -5824347 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5824344.000000 Penalty: 1041.696411
	Iteration 55Q: 3 clusters Score -5824344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5824364.000000 Penalty: 1041.696411
	Iteration 56Q: 3 clusters Score -5824364 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5824405.500000 Penalty: 1041.696411
	Iteration 57Q: 3 clusters Score -5824406 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5824430.000000 Penalty: 1041.696411
	Iteration 58Q: 3 clusters Score -5824430 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -5824452.000000 Penalty: 1041.696411
	Iteration 59Q: 3 clusters Score -5824452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5824466.500000 Penalty: 1041.696411
	Iteration 60F: 3 clusters Score -5824466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5824505.500000 Penalty: 1041.696411
	Iteration 61Q: 3 clusters Score -5824506 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5824522.500000 Penalty: 1041.696411
	Iteration 62Q: 3 clusters Score -5824522 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5824584.500000 Penalty: 1041.696411
	Iteration 63Q: 3 clusters Score -5824584 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -5824594.500000 Penalty: 1041.696411
	Iteration 64Q: 3 clusters Score -5824594 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5824618.000000 Penalty: 1041.696411
	Iteration 65Q: 3 clusters Score -5824618 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5824637.500000 Penalty: 1041.696411
	Iteration 66Q: 3 clusters Score -5824638 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5824681 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5824699.000000 Penalty: 1041.696411
	Iteration 68Q: 3 clusters Score -5824699 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -5824741.500000 Penalty: 1041.696411
	Iteration 69Q: 3 clusters Score -5824742 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5824761.000000 Penalty: 1041.696411
	Iteration 70Q: 3 clusters Score -5824761 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5824754.500000 Penalty: 1041.696411
	Iteration 71Q: 3 clusters Score -5824754 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -5824764.500000 Penalty: 1041.696411
	Iteration 72Q: 3 clusters Score -5824764 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5824768.000000 Penalty: 1041.696411
	Iteration 73Q: 3 clusters Score -5824768 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -5824780.000000 Penalty: 1041.696411
	Iteration 74Q: 3 clusters Score -5824780 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -5824773.000000 Penalty: 1041.696411
	Iteration 75Q: 3 clusters Score -5824773 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5824798.500000 Penalty: 1041.696411
	Iteration 76Q: 3 clusters Score -5824798 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5824800.500000 Penalty: 1041.696411
	Iteration 77Q: 3 clusters Score -5824800 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5824810.500000 Penalty: 1041.696411
	Iteration 78Q: 3 clusters Score -5824810 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5824830.500000 Penalty: 1041.696411
	Iteration 79Q: 3 clusters Score -5824830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5824838.000000 Penalty: 1041.696411
	Iteration 80F: 3 clusters Score -5824838 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -5824842.500000 Penalty: 1041.696411
	Iteration 81Q: 3 clusters Score -5824842 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5824868.000000 Penalty: 1041.696411
	Iteration 82Q: 3 clusters Score -5824868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5824904.500000 Penalty: 1041.696411
	Iteration 83Q: 3 clusters Score -5824904 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5824904.500000 Penalty: 1041.696411
	Iteration 84Q: 3 clusters Score -5824904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5824904 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5824904.000000 Penalty: 1041.696411
	Iteration 86Q: 3 clusters Score -5824904 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5824914.500000 Penalty: 1041.696411
	Iteration 87Q: 3 clusters Score -5824914 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -5824896.000000 Penalty: 1041.696411
	Iteration 88Q: 3 clusters Score -5824896 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -5824883.500000 Penalty: 1041.696411
	Iteration 89Q: 3 clusters Score -5824884 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -5824857.000000 Penalty: 1041.696411
	Iteration 90Q: 3 clusters Score -5824857 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5824856 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -5824855.000000 Penalty: 1041.696411
	Iteration 92Q: 3 clusters Score -5824855 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -5824850.000000 Penalty: 1041.696411
	Iteration 93Q: 3 clusters Score -5824850 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5824865.000000 Penalty: 1041.696411
	Iteration 94Q: 3 clusters Score -5824865 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5824839.000000 Penalty: 1041.696411
	Iteration 95Q: 3 clusters Score -5824839 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -5824844.000000 Penalty: 1041.696411
	Iteration 96Q: 3 clusters Score -5824844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5824801.000000 Penalty: 1041.696411
	Iteration 97Q: 3 clusters Score -5824801 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -5824770.500000 Penalty: 1041.696411
	Iteration 98Q: 3 clusters Score -5824770 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -5824738.000000 Penalty: 1041.696411
	Iteration 99Q: 3 clusters Score -5824738 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5824714.000000 Penalty: 1041.696411
	Iteration 100F: 3 clusters Score -5824714 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -5824720.500000 Penalty: 1041.696411
	Iteration 101Q: 3 clusters Score -5824720 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -5824698.500000 Penalty: 1041.696411
	Iteration 102Q: 3 clusters Score -5824698 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5824668.000000 Penalty: 1041.696411
	Iteration 103Q: 3 clusters Score -5824668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5824635.500000 Penalty: 1041.696411
	Iteration 104Q: 3 clusters Score -5824636 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5824629.000000 Penalty: 1041.696411
	Iteration 105Q: 3 clusters Score -5824629 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -5824589.500000 Penalty: 1041.696411
	Iteration 106Q: 3 clusters Score -5824590 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5824592.000000 Penalty: 1041.696411
	Iteration 107Q: 3 clusters Score -5824592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5824591.500000 Penalty: 1041.696411
	Iteration 108Q: 3 clusters Score -5824592 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -5824580.500000 Penalty: 1041.696411
	Iteration 109Q: 3 clusters Score -5824580 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -5824532.000000 Penalty: 1041.696411
	Iteration 110Q: 3 clusters Score -5824532 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5824501.500000 Penalty: 1041.696411
	Iteration 111Q: 3 clusters Score -5824502 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5824504.500000 Penalty: 1041.696411
	Iteration 112Q: 3 clusters Score -5824504 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5824505.500000 Penalty: 1041.696411
	Iteration 113Q: 3 clusters Score -5824506 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5824495.500000 Penalty: 1041.696411
	Iteration 114Q: 3 clusters Score -5824496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5824516.500000 Penalty: 1041.696411
	Iteration 115Q: 3 clusters Score -5824516 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5824517.000000 Penalty: 1041.696411
	Iteration 116Q: 3 clusters Score -5824517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5824522.500000 Penalty: 1041.696411
	Iteration 117Q: 3 clusters Score -5824522 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5824530.000000 Penalty: 1041.696411
	Iteration 118Q: 3 clusters Score -5824530 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5824536.000000 Penalty: 1041.696411
	Iteration 119Q: 3 clusters Score -5824536 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5824538.000000 Penalty: 1041.696411
	Iteration 120F: 3 clusters Score -5824538 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5824544.000000 Penalty: 1041.696411
	Iteration 121Q: 3 clusters Score -5824544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5824565.500000 Penalty: 1041.696411
	Iteration 122Q: 3 clusters Score -5824566 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5824587.000000 Penalty: 1041.696411
	Iteration 123Q: 3 clusters Score -5824587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5824599.000000 Penalty: 1041.696411
	Iteration 124Q: 3 clusters Score -5824599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5824602.000000 Penalty: 1041.696411
	Iteration 125Q: 3 clusters Score -5824602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5824608.000000 Penalty: 1041.696411
	Iteration 126Q: 3 clusters Score -5824608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5824604.000000 Penalty: 1041.696411
	Iteration 127Q: 3 clusters Score -5824604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5824599.000000 Penalty: 1041.696411
	Iteration 128Q: 3 clusters Score -5824599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5824603.500000 Penalty: 1041.696411
	Iteration 129Q: 3 clusters Score -5824604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5824601.500000 Penalty: 1041.696411
	Iteration 130Q: 3 clusters Score -5824602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5824608.000000 Penalty: 1041.696411
	Iteration 131Q: 3 clusters Score -5824608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5824599.500000 Penalty: 1041.696411
	Iteration 132Q: 3 clusters Score -5824600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5824607.500000 Penalty: 1041.696411
	Iteration 133Q: 3 clusters Score -5824608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5824610.000000 Penalty: 1041.696411
	Iteration 134Q: 3 clusters Score -5824610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5824611.500000 Penalty: 1041.696411
	Iteration 135Q: 3 clusters Score -5824612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5824608.500000 Penalty: 1041.696411
	Iteration 136Q: 3 clusters Score -5824608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5824609.000000 Penalty: 1041.696411
	Iteration 137Q: 3 clusters Score -5824609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5824620.000000 Penalty: 1041.696411
	Iteration 138Q: 3 clusters Score -5824620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5824630.500000 Penalty: 1041.696411
	Iteration 139Q: 3 clusters Score -5824630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5824634.500000 Penalty: 1041.696411
	Iteration 140F: 3 clusters Score -5824634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5824632.500000 Penalty: 1041.696411
	Iteration 141Q: 3 clusters Score -5824632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5824629.500000 Penalty: 1041.696411
	Iteration 142Q: 3 clusters Score -5824630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5824632.500000 Penalty: 1041.696411
	Iteration 143Q: 3 clusters Score -5824632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5824632.500000 Penalty: 1041.696411
	Iteration 144F: 3 clusters Score -5824632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -15507.621094 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -15507.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15196.883789 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -15196.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15295.301758 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -15295.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15320.435547 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -15320.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15334.034180 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -15334.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15341.621094 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -15341.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15344.834961 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -15344.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15349.712891 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -15349.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15351.568359 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -15351.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15351.568359 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -15351.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18583.511719 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18583.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18221.384766 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18221.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18299.828125 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18299.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18332.257812 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18332.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18351.826172 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18351.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18361.564453 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18361.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18370.462891 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18370.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18374.478516 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18374.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18376.697266 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18378.355469 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18378.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18378.806641 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18378.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18378.806641 Penalty: 517.822693
	Iteration 10F: 3 clusters Score -18378.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Entering Unmasked Estep 
Score: -5096572.500000 Penalty: 515.432983
	Iteration 0F: 2 clusters Score -5096572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5040500.000000 Penalty: 1030.865967
	Iteration 0F: 3 clusters Score -5040500 nChanged 40723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -5068491.500000 Penalty: 1030.865967
	Iteration 1F: 3 clusters Score -5068492 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -5072410.500000 Penalty: 1030.865967
	Iteration 2F: 3 clusters Score -5072410 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -5077903.500000 Penalty: 1030.865967
	Iteration 3F: 3 clusters Score -5077904 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -5083109.000000 Penalty: 1030.865967
	Iteration 4F: 3 clusters Score -5083109 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -5086164.000000 Penalty: 1030.865967
	Iteration 5F: 3 clusters Score -5086164 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -5087632.000000 Penalty: 1030.865967
	Iteration 6Q: 3 clusters Score -5087632 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -5088504.500000 Penalty: 1030.865967
	Iteration 7Q: 3 clusters Score -5088504 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -5089213.500000 Penalty: 1030.865967
	Iteration 8Q: 3 clusters Score -5089214 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -5089817.000000 Penalty: 1030.865967
	Iteration 9Q: 3 clusters Score -5089817 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -5090472.000000 Penalty: 1030.865967
	Iteration 10Q: 3 clusters Score -5090472 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -5091141.000000 Penalty: 1030.865967
	Iteration 11Q: 3 clusters Score -5091141 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -5091790.000000 Penalty: 1030.865967
	Iteration 12Q: 3 clusters Score -5091790 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -5092502.000000 Penalty: 1030.865967
	Iteration 13Q: 3 clusters Score -5092502 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -5093162.500000 Penalty: 1030.865967
	Iteration 14Q: 3 clusters Score -5093162 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -5093790.500000 Penalty: 1030.865967
	Iteration 15Q: 3 clusters Score -5093790 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -5094313.500000 Penalty: 1030.865967
	Iteration 16Q: 3 clusters Score -5094314 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -5094766.000000 Penalty: 1030.865967
	Iteration 17Q: 3 clusters Score -5094766 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -5095125.000000 Penalty: 1030.865967
	Iteration 18Q: 3 clusters Score -5095125 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -5095403.500000 Penalty: 1030.865967
	Iteration 19Q: 3 clusters Score -5095404 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -5095585.500000 Penalty: 1030.865967
	Iteration 20F: 3 clusters Score -5095586 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -5095739.000000 Penalty: 1030.865967
	Iteration 21Q: 3 clusters Score -5095739 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -5095833.500000 Penalty: 1030.865967
	Iteration 22Q: 3 clusters Score -5095834 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -5095924.000000 Penalty: 1030.865967
	Iteration 23Q: 3 clusters Score -5095924 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -5095990.500000 Penalty: 1030.865967
	Iteration 24Q: 3 clusters Score -5095990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 82163 members 
Entering Unmasked Estep 
Score: -5096038.000000 Penalty: 1030.865967
	Iteration 25Q: 3 clusters Score -5096038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -5096065.000000 Penalty: 1030.865967
	Iteration 26Q: 3 clusters Score -5096065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -5096081.000000 Penalty: 1030.865967
	Iteration 27Q: 3 clusters Score -5096081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -5096103.500000 Penalty: 1030.865967
	Iteration 28Q: 3 clusters Score -5096104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -5096125.500000 Penalty: 1030.865967
	Iteration 29Q: 3 clusters Score -5096126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -5096136.500000 Penalty: 1030.865967
	Iteration 30Q: 3 clusters Score -5096136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -5096148.000000 Penalty: 1030.865967
	Iteration 31Q: 3 clusters Score -5096148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -5096158.000000 Penalty: 1030.865967
	Iteration 32Q: 3 clusters Score -5096158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -5096161.000000 Penalty: 1030.865967
	Iteration 33Q: 3 clusters Score -5096161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 1030.865967
	Iteration 34Q: 3 clusters Score -5096168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -5096177.000000 Penalty: 1030.865967
	Iteration 35Q: 3 clusters Score -5096177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -5096188.000000 Penalty: 1030.865967
	Iteration 36Q: 3 clusters Score -5096188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -5096196.000000 Penalty: 1030.865967
	Iteration 37Q: 3 clusters Score -5096196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -5096202.500000 Penalty: 1030.865967
	Iteration 38Q: 3 clusters Score -5096202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -5096205.500000 Penalty: 1030.865967
	Iteration 39Q: 3 clusters Score -5096206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -5096207.000000 Penalty: 1030.865967
	Iteration 40F: 3 clusters Score -5096207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -5096209.000000 Penalty: 1030.865967
	Iteration 41Q: 3 clusters Score -5096209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -5096210.000000 Penalty: 1030.865967
	Iteration 42Q: 3 clusters Score -5096210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -5096211.500000 Penalty: 1030.865967
	Iteration 43Q: 3 clusters Score -5096212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -5096211.000000 Penalty: 1030.865967
	Iteration 44Q: 3 clusters Score -5096211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -5096215.000000 Penalty: 1030.865967
	Iteration 45Q: 3 clusters Score -5096215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -5096218.000000 Penalty: 1030.865967
	Iteration 46Q: 3 clusters Score -5096218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -5096214.500000 Penalty: 1030.865967
	Iteration 47Q: 3 clusters Score -5096214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -5096214.000000 Penalty: 1030.865967
	Iteration 48Q: 3 clusters Score -5096214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -5096213.500000 Penalty: 1030.865967
	Iteration 49Q: 3 clusters Score -5096214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -5096214.000000 Penalty: 1030.865967
	Iteration 50Q: 3 clusters Score -5096214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -5096215.500000 Penalty: 1030.865967
	Iteration 51Q: 3 clusters Score -5096216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -5096212.500000 Penalty: 1030.865967
	Iteration 52Q: 3 clusters Score -5096212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -5096214.500000 Penalty: 1030.865967
	Iteration 53Q: 3 clusters Score -5096214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -5096217.000000 Penalty: 1030.865967
	Iteration 54Q: 3 clusters Score -5096217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -5096214.000000 Penalty: 1030.865967
	Iteration 55Q: 3 clusters Score -5096214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -5096217.000000 Penalty: 1030.865967
	Iteration 56Q: 3 clusters Score -5096217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -5096217.500000 Penalty: 1030.865967
	Iteration 57Q: 3 clusters Score -5096218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -5096219.500000 Penalty: 1030.865967
	Iteration 58Q: 3 clusters Score -5096220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -5096222.500000 Penalty: 1030.865967
	Iteration 59Q: 3 clusters Score -5096222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -5096222.500000 Penalty: 1030.865967
	Iteration 60F: 3 clusters Score -5096222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -5096224.000000 Penalty: 1030.865967
	Iteration 61Q: 3 clusters Score -5096224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -5096228.500000 Penalty: 1030.865967
	Iteration 62Q: 3 clusters Score -5096228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -5096225.000000 Penalty: 1030.865967
	Iteration 63Q: 3 clusters Score -5096225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -5096226.500000 Penalty: 1030.865967
	Iteration 64Q: 3 clusters Score -5096226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -5096230.000000 Penalty: 1030.865967
	Iteration 65Q: 3 clusters Score -5096230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -5096233.000000 Penalty: 1030.865967
	Iteration 66Q: 3 clusters Score -5096233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -5096231.000000 Penalty: 1030.865967
	Iteration 67Q: 3 clusters Score -5096231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -5096231.000000 Penalty: 1030.865967
	Iteration 68F: 3 clusters Score -5096231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -166682.937500 Penalty: 359.242340
	Iteration 0F: 2 clusters Score -166682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -164878.687500 Penalty: 718.484680
	Iteration 0F: 3 clusters Score -164878.7 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -165679.484375 Penalty: 718.484680
	Iteration 1F: 3 clusters Score -165679.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -165866.203125 Penalty: 718.484680
	Iteration 2F: 3 clusters Score -165866.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -166006.078125 Penalty: 718.484680
	Iteration 3F: 3 clusters Score -166006.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -166138.859375 Penalty: 718.484680
	Iteration 4F: 3 clusters Score -166138.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -166257.234375 Penalty: 718.484680
	Iteration 5F: 3 clusters Score -166257.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -166341.875000 Penalty: 718.484680
	Iteration 6Q: 3 clusters Score -166341.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -166391.718750 Penalty: 718.484680
	Iteration 7Q: 3 clusters Score -166391.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -166420.843750 Penalty: 718.484680
	Iteration 8Q: 3 clusters Score -166420.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166442.453125 Penalty: 718.484680
	Iteration 9Q: 3 clusters Score -166442.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166455.546875 Penalty: 718.484680
	Iteration 10Q: 3 clusters Score -166455.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166461.640625 Penalty: 718.484680
	Iteration 11Q: 3 clusters Score -166461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166465.000000 Penalty: 718.484680
	Iteration 12Q: 3 clusters Score -166465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166468.250000 Penalty: 718.484680
	Iteration 13Q: 3 clusters Score -166468.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -166470.484375 Penalty: 718.484680
	Iteration 14Q: 3 clusters Score -166470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -166472.453125 Penalty: 718.484680
	Iteration 15Q: 3 clusters Score -166472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -166473.593750 Penalty: 718.484680
	Iteration 16Q: 3 clusters Score -166473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -166475.078125 Penalty: 718.484680
	Iteration 17Q: 3 clusters Score -166475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166476.843750 Penalty: 718.484680
	Iteration 18Q: 3 clusters Score -166476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166477.281250 Penalty: 718.484680
	Iteration 19Q: 3 clusters Score -166477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166477.921875 Penalty: 718.484680
	Iteration 20F: 3 clusters Score -166477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166478.125000 Penalty: 718.484680
	Iteration 21Q: 3 clusters Score -166478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166478.171875 Penalty: 718.484680
	Iteration 22Q: 3 clusters Score -166478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166478.171875 Penalty: 718.484680
	Iteration 23F: 3 clusters Score -166478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -83142.414062 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -83142.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -82160.000000 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -82160 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -82640.609375 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -82640.61 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -82771.937500 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -82771.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -82868.953125 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -82868.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82935.781250 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -82935.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82967.406250 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -82967.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -82990.632812 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -82990.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -83016.234375 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -83016.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -83035.109375 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -83035.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -83044.492188 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -83044.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -83048.484375 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -83048.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -83050.429688 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -83050.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -83053.015625 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -83053.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -83055.539062 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -83055.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -83057.015625 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -83057.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -83057.734375 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -83057.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -83057.867188 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -83057.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -83058.250000 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -83058.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -83058.414062 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -83058.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -83058.414062 Penalty: 651.919128
	Iteration 19F: 3 clusters Score -83058.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Entering Unmasked Estep 
Score: -5446090.500000 Penalty: 517.472900
	Iteration 0F: 2 clusters Score -5446090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5389203.000000 Penalty: 1034.945801
	Iteration 0F: 3 clusters Score -5389203 nChanged 42322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -5416913.500000 Penalty: 1034.945801
	Iteration 1F: 3 clusters Score -5416914 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -5419789.000000 Penalty: 1034.945801
	Iteration 2F: 3 clusters Score -5419789 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5424713.500000 Penalty: 1034.945801
	Iteration 3F: 3 clusters Score -5424714 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -5430894.000000 Penalty: 1034.945801
	Iteration 4F: 3 clusters Score -5430894 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -5434844.500000 Penalty: 1034.945801
	Iteration 5F: 3 clusters Score -5434844 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -5436110.500000 Penalty: 1034.945801
	Iteration 6Q: 3 clusters Score -5436110 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -5436564.500000 Penalty: 1034.945801
	Iteration 7Q: 3 clusters Score -5436564 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -5436843.000000 Penalty: 1034.945801
	Iteration 8Q: 3 clusters Score -5436843 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -5437101.000000 Penalty: 1034.945801
	Iteration 9Q: 3 clusters Score -5437101 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -5437343.500000 Penalty: 1034.945801
	Iteration 10Q: 3 clusters Score -5437344 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -5437592.500000 Penalty: 1034.945801
	Iteration 11Q: 3 clusters Score -5437592 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -5437800.500000 Penalty: 1034.945801
	Iteration 12Q: 3 clusters Score -5437800 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -5438022.000000 Penalty: 1034.945801
	Iteration 13Q: 3 clusters Score -5438022 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -5438259.500000 Penalty: 1034.945801
	Iteration 14Q: 3 clusters Score -5438260 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -5438512.000000 Penalty: 1034.945801
	Iteration 15Q: 3 clusters Score -5438512 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -5438801.000000 Penalty: 1034.945801
	Iteration 16Q: 3 clusters Score -5438801 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -5439056.500000 Penalty: 1034.945801
	Iteration 17Q: 3 clusters Score -5439056 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -5439350.500000 Penalty: 1034.945801
	Iteration 18Q: 3 clusters Score -5439350 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -5439600.000000 Penalty: 1034.945801
	Iteration 19Q: 3 clusters Score -5439600 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -5439903.000000 Penalty: 1034.945801
	Iteration 20F: 3 clusters Score -5439903 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -5440149.000000 Penalty: 1034.945801
	Iteration 21Q: 3 clusters Score -5440149 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -5440361.000000 Penalty: 1034.945801
	Iteration 22Q: 3 clusters Score -5440361 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -5440601.500000 Penalty: 1034.945801
	Iteration 23Q: 3 clusters Score -5440602 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -5440930.000000 Penalty: 1034.945801
	Iteration 24Q: 3 clusters Score -5440930 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -5441231.500000 Penalty: 1034.945801
	Iteration 25Q: 3 clusters Score -5441232 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -5441487.000000 Penalty: 1034.945801
	Iteration 26Q: 3 clusters Score -5441487 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -5441763.500000 Penalty: 1034.945801
	Iteration 27Q: 3 clusters Score -5441764 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -5442065.000000 Penalty: 1034.945801
	Iteration 28Q: 3 clusters Score -5442065 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -5442381.000000 Penalty: 1034.945801
	Iteration 29Q: 3 clusters Score -5442381 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -5442688.500000 Penalty: 1034.945801
	Iteration 30Q: 3 clusters Score -5442688 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -5442992.000000 Penalty: 1034.945801
	Iteration 31Q: 3 clusters Score -5442992 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -5443305.000000 Penalty: 1034.945801
	Iteration 32Q: 3 clusters Score -5443305 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -5443660.500000 Penalty: 1034.945801
	Iteration 33Q: 3 clusters Score -5443660 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -5443958.500000 Penalty: 1034.945801
	Iteration 34Q: 3 clusters Score -5443958 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -5444220.000000 Penalty: 1034.945801
	Iteration 35Q: 3 clusters Score -5444220 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -5444540.000000 Penalty: 1034.945801
	Iteration 36Q: 3 clusters Score -5444540 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -5444743.500000 Penalty: 1034.945801
	Iteration 37Q: 3 clusters Score -5444744 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -5444905.000000 Penalty: 1034.945801
	Iteration 38Q: 3 clusters Score -5444905 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -5445060.500000 Penalty: 1034.945801
	Iteration 39Q: 3 clusters Score -5445060 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -5445194.000000 Penalty: 1034.945801
	Iteration 40F: 3 clusters Score -5445194 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -5445342.000000 Penalty: 1034.945801
	Iteration 41Q: 3 clusters Score -5445342 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -5445415.000000 Penalty: 1034.945801
	Iteration 42Q: 3 clusters Score -5445415 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -5445491.000000 Penalty: 1034.945801
	Iteration 43Q: 3 clusters Score -5445491 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -5445570.000000 Penalty: 1034.945801
	Iteration 44Q: 3 clusters Score -5445570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -5445629.500000 Penalty: 1034.945801
	Iteration 45Q: 3 clusters Score -5445630 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -5445662.500000 Penalty: 1034.945801
	Iteration 46Q: 3 clusters Score -5445662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -5445711.500000 Penalty: 1034.945801
	Iteration 47Q: 3 clusters Score -5445712 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -5445716.000000 Penalty: 1034.945801
	Iteration 48Q: 3 clusters Score -5445716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -5445740.500000 Penalty: 1034.945801
	Iteration 49Q: 3 clusters Score -5445740 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -5445785.000000 Penalty: 1034.945801
	Iteration 50Q: 3 clusters Score -5445785 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -5445791.000000 Penalty: 1034.945801
	Iteration 51Q: 3 clusters Score -5445791 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -5445808.000000 Penalty: 1034.945801
	Iteration 52Q: 3 clusters Score -5445808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -5445830.500000 Penalty: 1034.945801
	Iteration 53Q: 3 clusters Score -5445830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -5445856.500000 Penalty: 1034.945801
	Iteration 54Q: 3 clusters Score -5445856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -5445859.500000 Penalty: 1034.945801
	Iteration 55Q: 3 clusters Score -5445860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -5445854.500000 Penalty: 1034.945801
	Iteration 56Q: 3 clusters Score -5445854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -5445865.000000 Penalty: 1034.945801
	Iteration 57Q: 3 clusters Score -5445865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -5445861.000000 Penalty: 1034.945801
	Iteration 58Q: 3 clusters Score -5445861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -5445852.500000 Penalty: 1034.945801
	Iteration 59Q: 3 clusters Score -5445852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -5445856.000000 Penalty: 1034.945801
	Iteration 60F: 3 clusters Score -5445856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -5445867.000000 Penalty: 1034.945801
	Iteration 61Q: 3 clusters Score -5445867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -5445870.500000 Penalty: 1034.945801
	Iteration 62Q: 3 clusters Score -5445870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -5445867.000000 Penalty: 1034.945801
	Iteration 63Q: 3 clusters Score -5445867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -5445870.000000 Penalty: 1034.945801
	Iteration 64Q: 3 clusters Score -5445870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -5445870.500000 Penalty: 1034.945801
	Iteration 65Q: 3 clusters Score -5445870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -5445880.000000 Penalty: 1034.945801
	Iteration 66Q: 3 clusters Score -5445880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -5445872.500000 Penalty: 1034.945801
	Iteration 67Q: 3 clusters Score -5445872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -5445872.000000 Penalty: 1034.945801
	Iteration 68Q: 3 clusters Score -5445872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -5445867.000000 Penalty: 1034.945801
	Iteration 69Q: 3 clusters Score -5445867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -5445865.500000 Penalty: 1034.945801
	Iteration 70Q: 3 clusters Score -5445866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -5445880.000000 Penalty: 1034.945801
	Iteration 71Q: 3 clusters Score -5445880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -5445878.000000 Penalty: 1034.945801
	Iteration 72Q: 3 clusters Score -5445878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -5445876.500000 Penalty: 1034.945801
	Iteration 73Q: 3 clusters Score -5445876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -5445876.500000 Penalty: 1034.945801
	Iteration 74Q: 3 clusters Score -5445876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -5445870.500000 Penalty: 1034.945801
	Iteration 75Q: 3 clusters Score -5445870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -5445864.500000 Penalty: 1034.945801
	Iteration 76Q: 3 clusters Score -5445864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -5445867.000000 Penalty: 1034.945801
	Iteration 77Q: 3 clusters Score -5445867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -5445873.000000 Penalty: 1034.945801
	Iteration 78Q: 3 clusters Score -5445873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -5445866.000000 Penalty: 1034.945801
	Iteration 79Q: 3 clusters Score -5445866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -5445860.000000 Penalty: 1034.945801
	Iteration 80F: 3 clusters Score -5445860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -5445860.500000 Penalty: 1034.945801
	Iteration 81Q: 3 clusters Score -5445860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -5445857.500000 Penalty: 1034.945801
	Iteration 82Q: 3 clusters Score -5445858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -5445861.500000 Penalty: 1034.945801
	Iteration 83Q: 3 clusters Score -5445862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -5445858.000000 Penalty: 1034.945801
	Iteration 84Q: 3 clusters Score -5445858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -5445860.000000 Penalty: 1034.945801
	Iteration 85Q: 3 clusters Score -5445860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -5445859.500000 Penalty: 1034.945801
	Iteration 86Q: 3 clusters Score -5445860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -5445859.500000 Penalty: 1034.945801
	Iteration 87F: 3 clusters Score -5445860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10361.706055 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -10361.71 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 108 members 
Entering Unmasked Estep 
Score: -10072.647461 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -10072.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10236.073242 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -10236.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10288.429688 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -10288.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10313.808594 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -10313.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10342.928711 Penalty: 492.052612
	Iteration 4F: 3 clusters Score -10342.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10366.994141 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -10366.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10368.410156 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -10368.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10370.919922 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -10370.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10372.224609 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -10372.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10382.496094 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -10382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10389.149414 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -10389.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10391.180664 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -10391.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10392.018555 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -10392.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10392.411133 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -10392.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10392.411133 Penalty: 492.052612
	Iteration 14F: 3 clusters Score -10392.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 106 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 117 members 
Entering Unmasked Estep 
Score: -53302140.000000 Penalty: 47402.378906
Splitting cluster 16 changes total score from -53302720.000000 to -53302140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (3788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Entering Unmasked Estep 
Score: -229857.781250 Penalty: 374.901489
	Iteration 0F: 2 clusters Score -229857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -227271.453125 Penalty: 749.802979
	Iteration 0F: 3 clusters Score -227271.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -228288.171875 Penalty: 749.802979
	Iteration 1F: 3 clusters Score -228288.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -228437.453125 Penalty: 749.802979
	Iteration 2F: 3 clusters Score -228437.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -228578.250000 Penalty: 749.802979
	Iteration 3F: 3 clusters Score -228578.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -228738.859375 Penalty: 749.802979
	Iteration 4F: 3 clusters Score -228738.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -228898.593750 Penalty: 749.802979
	Iteration 5F: 3 clusters Score -228898.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -229019.734375 Penalty: 749.802979
	Iteration 6Q: 3 clusters Score -229019.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -229096.390625 Penalty: 749.802979
	Iteration 7Q: 3 clusters Score -229096.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -229148.468750 Penalty: 749.802979
	Iteration 8Q: 3 clusters Score -229148.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -229182.718750 Penalty: 749.802979
	Iteration 9Q: 3 clusters Score -229182.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -229206.843750 Penalty: 749.802979
	Iteration 10Q: 3 clusters Score -229206.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -229235.390625 Penalty: 749.802979
	Iteration 11Q: 3 clusters Score -229235.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -229265.796875 Penalty: 749.802979
	Iteration 12Q: 3 clusters Score -229265.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229311.671875 Penalty: 749.802979
	Iteration 13Q: 3 clusters Score -229311.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229392.296875 Penalty: 749.802979
	Iteration 14Q: 3 clusters Score -229392.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -229451.031250 Penalty: 749.802979
	Iteration 15Q: 3 clusters Score -229451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -229485.937500 Penalty: 749.802979
	Iteration 16Q: 3 clusters Score -229485.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -229509.765625 Penalty: 749.802979
	Iteration 17Q: 3 clusters Score -229509.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229530.421875 Penalty: 749.802979
	Iteration 18Q: 3 clusters Score -229530.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -229543.703125 Penalty: 749.802979
	Iteration 19Q: 3 clusters Score -229543.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229555.984375 Penalty: 749.802979
	Iteration 20F: 3 clusters Score -229556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -229565.656250 Penalty: 749.802979
	Iteration 21Q: 3 clusters Score -229565.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229572.234375 Penalty: 749.802979
	Iteration 22Q: 3 clusters Score -229572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -229576.718750 Penalty: 749.802979
	Iteration 23Q: 3 clusters Score -229576.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -229579.484375 Penalty: 749.802979
	Iteration 24Q: 3 clusters Score -229579.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -229582.328125 Penalty: 749.802979
	Iteration 25Q: 3 clusters Score -229582.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -229583.250000 Penalty: 749.802979
	Iteration 26Q: 3 clusters Score -229583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229584.140625 Penalty: 749.802979
	Iteration 27Q: 3 clusters Score -229584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229584.031250 Penalty: 749.802979
	Iteration 28Q: 3 clusters Score -229584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229584.500000 Penalty: 749.802979
	Iteration 29Q: 3 clusters Score -229584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229584.500000 Penalty: 749.802979
	Iteration 30F: 3 clusters Score -229584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -538710.937500 Penalty: 410.334137
	Iteration 0F: 2 clusters Score -538710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -533205.687500 Penalty: 820.668274
	Iteration 0F: 3 clusters Score -533205.7 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -535472.062500 Penalty: 820.668274
	Iteration 1F: 3 clusters Score -535472.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -535751.562500 Penalty: 820.668274
	Iteration 2F: 3 clusters Score -535751.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -536100.687500 Penalty: 820.668274
	Iteration 3F: 3 clusters Score -536100.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -536544.687500 Penalty: 820.668274
	Iteration 4F: 3 clusters Score -536544.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -536966.812500 Penalty: 820.668274
	Iteration 5F: 3 clusters Score -536966.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -537215.187500 Penalty: 820.668274
	Iteration 6F: 3 clusters Score -537215.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -537311.375000 Penalty: 820.668274
	Iteration 7Q: 3 clusters Score -537311.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -537367.062500 Penalty: 820.668274
	Iteration 8Q: 3 clusters Score -537367.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -537410.937500 Penalty: 820.668274
	Iteration 9Q: 3 clusters Score -537410.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -537442.062500 Penalty: 820.668274
	Iteration 10Q: 3 clusters Score -537442.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -537467.750000 Penalty: 820.668274
	Iteration 11Q: 3 clusters Score -537467.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -537491.437500 Penalty: 820.668274
	Iteration 12Q: 3 clusters Score -537491.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -537508.875000 Penalty: 820.668274
	Iteration 13Q: 3 clusters Score -537508.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -537525.187500 Penalty: 820.668274
	Iteration 14Q: 3 clusters Score -537525.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -537538.750000 Penalty: 820.668274
	Iteration 15Q: 3 clusters Score -537538.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -537551.750000 Penalty: 820.668274
	Iteration 16Q: 3 clusters Score -537551.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -537565.750000 Penalty: 820.668274
	Iteration 17Q: 3 clusters Score -537565.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -537579.875000 Penalty: 820.668274
	Iteration 18Q: 3 clusters Score -537579.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -537590.062500 Penalty: 820.668274
	Iteration 19Q: 3 clusters Score -537590.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -537601.562500 Penalty: 820.668274
	Iteration 20F: 3 clusters Score -537601.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -537611.125000 Penalty: 820.668274
	Iteration 21Q: 3 clusters Score -537611.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -537620.312500 Penalty: 820.668274
	Iteration 22Q: 3 clusters Score -537620.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -537629.875000 Penalty: 820.668274
	Iteration 23Q: 3 clusters Score -537629.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -537638.250000 Penalty: 820.668274
	Iteration 24Q: 3 clusters Score -537638.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -537641.500000 Penalty: 820.668274
	Iteration 25Q: 3 clusters Score -537641.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -537648.000000 Penalty: 820.668274
	Iteration 26Q: 3 clusters Score -537648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -537660.187500 Penalty: 820.668274
	Iteration 27Q: 3 clusters Score -537660.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -537671.750000 Penalty: 820.668274
	Iteration 28Q: 3 clusters Score -537671.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -537686.062500 Penalty: 820.668274
	Iteration 29Q: 3 clusters Score -537686.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -537697.750000 Penalty: 820.668274
	Iteration 30Q: 3 clusters Score -537697.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -537708.062500 Penalty: 820.668274
	Iteration 31Q: 3 clusters Score -537708.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -537719.500000 Penalty: 820.668274
	Iteration 32Q: 3 clusters Score -537719.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -537734.125000 Penalty: 820.668274
	Iteration 33Q: 3 clusters Score -537734.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -537751.875000 Penalty: 820.668274
	Iteration 34Q: 3 clusters Score -537751.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -537772.687500 Penalty: 820.668274
	Iteration 35Q: 3 clusters Score -537772.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -537794.812500 Penalty: 820.668274
	Iteration 36Q: 3 clusters Score -537794.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -537817.312500 Penalty: 820.668274
	Iteration 37Q: 3 clusters Score -537817.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -537839.437500 Penalty: 820.668274
	Iteration 38Q: 3 clusters Score -537839.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -537864.187500 Penalty: 820.668274
	Iteration 39Q: 3 clusters Score -537864.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -537889.437500 Penalty: 820.668274
	Iteration 40F: 3 clusters Score -537889.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -537920.500000 Penalty: 820.668274
	Iteration 41Q: 3 clusters Score -537920.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -537949.875000 Penalty: 820.668274
	Iteration 42Q: 3 clusters Score -537949.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -537980.562500 Penalty: 820.668274
	Iteration 43Q: 3 clusters Score -537980.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -538018.625000 Penalty: 820.668274
	Iteration 44Q: 3 clusters Score -538018.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -538049.250000 Penalty: 820.668274
	Iteration 45Q: 3 clusters Score -538049.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -538081.312500 Penalty: 820.668274
	Iteration 46Q: 3 clusters Score -538081.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -538115.000000 Penalty: 820.668274
	Iteration 47Q: 3 clusters Score -538115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -538148.500000 Penalty: 820.668274
	Iteration 48Q: 3 clusters Score -538148.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -538182.812500 Penalty: 820.668274
	Iteration 49Q: 3 clusters Score -538182.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -538212.250000 Penalty: 820.668274
	Iteration 50Q: 3 clusters Score -538212.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -538238.625000 Penalty: 820.668274
	Iteration 51Q: 3 clusters Score -538238.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -538263.750000 Penalty: 820.668274
	Iteration 52Q: 3 clusters Score -538263.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -538289.500000 Penalty: 820.668274
	Iteration 53Q: 3 clusters Score -538289.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -538305.500000 Penalty: 820.668274
	Iteration 54Q: 3 clusters Score -538305.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -538315.812500 Penalty: 820.668274
	Iteration 55Q: 3 clusters Score -538315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -538322.062500 Penalty: 820.668274
	Iteration 56Q: 3 clusters Score -538322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -538328.625000 Penalty: 820.668274
	Iteration 57Q: 3 clusters Score -538328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -538334.562500 Penalty: 820.668274
	Iteration 58Q: 3 clusters Score -538334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -538340.000000 Penalty: 820.668274
	Iteration 59Q: 3 clusters Score -538340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -538345.187500 Penalty: 820.668274
	Iteration 60F: 3 clusters Score -538345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -538350.937500 Penalty: 820.668274
	Iteration 61Q: 3 clusters Score -538350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -538353.562500 Penalty: 820.668274
	Iteration 62Q: 3 clusters Score -538353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -538355.312500 Penalty: 820.668274
	Iteration 63Q: 3 clusters Score -538355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -538356.312500 Penalty: 820.668274
	Iteration 64Q: 3 clusters Score -538356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -538356.437500 Penalty: 820.668274
	Iteration 65Q: 3 clusters Score -538356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -538358.000000 Penalty: 820.668274
	Iteration 66Q: 3 clusters Score -538358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -538358.687500 Penalty: 820.668274
	Iteration 67Q: 3 clusters Score -538358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -538358.875000 Penalty: 820.668274
	Iteration 68Q: 3 clusters Score -538358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -538362.062500 Penalty: 820.668274
	Iteration 69Q: 3 clusters Score -538362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -538362.625000 Penalty: 820.668274
	Iteration 70Q: 3 clusters Score -538362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -538364.125000 Penalty: 820.668274
	Iteration 71Q: 3 clusters Score -538364.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -538364.125000 Penalty: 820.668274
	Iteration 72F: 3 clusters Score -538364.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Entering Unmasked Estep 
Score: -4946560.000000 Penalty: 514.183960
	Iteration 0F: 2 clusters Score -4946560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4892321.500000 Penalty: 1028.367920
	Iteration 0F: 3 clusters Score -4892322 nChanged 39263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4916997.000000 Penalty: 1028.367920
	Iteration 1F: 3 clusters Score -4916997 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4918788.000000 Penalty: 1028.367920
	Iteration 2Q: 3 clusters Score -4918788 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -4921527.000000 Penalty: 1028.367920
	Iteration 3F: 3 clusters Score -4921527 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -4925527.500000 Penalty: 1028.367920
	Iteration 4F: 3 clusters Score -4925528 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -4929875.500000 Penalty: 1028.367920
	Iteration 5F: 3 clusters Score -4929876 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -4932753.500000 Penalty: 1028.367920
	Iteration 6F: 3 clusters Score -4932754 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -4933912.500000 Penalty: 1028.367920
	Iteration 7Q: 3 clusters Score -4933912 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -4934331.000000 Penalty: 1028.367920
	Iteration 8Q: 3 clusters Score -4934331 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -4934620.000000 Penalty: 1028.367920
	Iteration 9Q: 3 clusters Score -4934620 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4934927.500000 Penalty: 1028.367920
	Iteration 10Q: 3 clusters Score -4934928 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -4935239.500000 Penalty: 1028.367920
	Iteration 11Q: 3 clusters Score -4935240 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -4935533.000000 Penalty: 1028.367920
	Iteration 12Q: 3 clusters Score -4935533 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -4935823.500000 Penalty: 1028.367920
	Iteration 13Q: 3 clusters Score -4935824 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -4936150.500000 Penalty: 1028.367920
	Iteration 14Q: 3 clusters Score -4936150 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -4936544.000000 Penalty: 1028.367920
	Iteration 15Q: 3 clusters Score -4936544 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -4936894.000000 Penalty: 1028.367920
	Iteration 16Q: 3 clusters Score -4936894 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -4937240.000000 Penalty: 1028.367920
	Iteration 17Q: 3 clusters Score -4937240 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -4937583.000000 Penalty: 1028.367920
	Iteration 18Q: 3 clusters Score -4937583 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -4937860.500000 Penalty: 1028.367920
	Iteration 19Q: 3 clusters Score -4937860 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -4938157.000000 Penalty: 1028.367920
	Iteration 20F: 3 clusters Score -4938157 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -4938377.500000 Penalty: 1028.367920
	Iteration 21Q: 3 clusters Score -4938378 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -4938600.500000 Penalty: 1028.367920
	Iteration 22Q: 3 clusters Score -4938600 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -4938791.500000 Penalty: 1028.367920
	Iteration 23Q: 3 clusters Score -4938792 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -4938968.500000 Penalty: 1028.367920
	Iteration 24Q: 3 clusters Score -4938968 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -4939079.500000 Penalty: 1028.367920
	Iteration 25Q: 3 clusters Score -4939080 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -4939180.000000 Penalty: 1028.367920
	Iteration 26Q: 3 clusters Score -4939180 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -4939326.000000 Penalty: 1028.367920
	Iteration 27Q: 3 clusters Score -4939326 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -4939438.000000 Penalty: 1028.367920
	Iteration 28Q: 3 clusters Score -4939438 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -4939515.500000 Penalty: 1028.367920
	Iteration 29Q: 3 clusters Score -4939516 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -4939621.500000 Penalty: 1028.367920
	Iteration 30Q: 3 clusters Score -4939622 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -4939775.000000 Penalty: 1028.367920
	Iteration 31Q: 3 clusters Score -4939775 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -4939889.500000 Penalty: 1028.367920
	Iteration 32Q: 3 clusters Score -4939890 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -4940051.500000 Penalty: 1028.367920
	Iteration 33Q: 3 clusters Score -4940052 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -4940219.000000 Penalty: 1028.367920
	Iteration 34Q: 3 clusters Score -4940219 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -4940403.500000 Penalty: 1028.367920
	Iteration 35Q: 3 clusters Score -4940404 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -4940543.500000 Penalty: 1028.367920
	Iteration 36Q: 3 clusters Score -4940544 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -4940758.500000 Penalty: 1028.367920
	Iteration 37Q: 3 clusters Score -4940758 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -4940986.000000 Penalty: 1028.367920
	Iteration 38Q: 3 clusters Score -4940986 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -4941120.500000 Penalty: 1028.367920
	Iteration 39Q: 3 clusters Score -4941120 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -4941363.500000 Penalty: 1028.367920
	Iteration 40F: 3 clusters Score -4941364 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -4941589.500000 Penalty: 1028.367920
	Iteration 41Q: 3 clusters Score -4941590 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -4941771.000000 Penalty: 1028.367920
	Iteration 42Q: 3 clusters Score -4941771 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -4941974.000000 Penalty: 1028.367920
	Iteration 43Q: 3 clusters Score -4941974 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -4942157.000000 Penalty: 1028.367920
	Iteration 44Q: 3 clusters Score -4942157 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -4942344.000000 Penalty: 1028.367920
	Iteration 45Q: 3 clusters Score -4942344 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -4942565.000000 Penalty: 1028.367920
	Iteration 46Q: 3 clusters Score -4942565 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -4942743.500000 Penalty: 1028.367920
	Iteration 47Q: 3 clusters Score -4942744 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -4942918.500000 Penalty: 1028.367920
	Iteration 48Q: 3 clusters Score -4942918 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -4943107.500000 Penalty: 1028.367920
	Iteration 49Q: 3 clusters Score -4943108 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -4943288.500000 Penalty: 1028.367920
	Iteration 50Q: 3 clusters Score -4943288 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -4943475.000000 Penalty: 1028.367920
	Iteration 51Q: 3 clusters Score -4943475 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -4943676.000000 Penalty: 1028.367920
	Iteration 52Q: 3 clusters Score -4943676 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -4943863.500000 Penalty: 1028.367920
	Iteration 53Q: 3 clusters Score -4943864 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -4944059.000000 Penalty: 1028.367920
	Iteration 54Q: 3 clusters Score -4944059 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -4944259.000000 Penalty: 1028.367920
	Iteration 55Q: 3 clusters Score -4944259 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -4944443.500000 Penalty: 1028.367920
	Iteration 56Q: 3 clusters Score -4944444 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -4944633.500000 Penalty: 1028.367920
	Iteration 57Q: 3 clusters Score -4944634 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -4944789.000000 Penalty: 1028.367920
	Iteration 58Q: 3 clusters Score -4944789 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -4944954.000000 Penalty: 1028.367920
	Iteration 59Q: 3 clusters Score -4944954 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -4945115.000000 Penalty: 1028.367920
	Iteration 60F: 3 clusters Score -4945115 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -4945257.000000 Penalty: 1028.367920
	Iteration 61Q: 3 clusters Score -4945257 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -4945385.500000 Penalty: 1028.367920
	Iteration 62Q: 3 clusters Score -4945386 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -4945535.500000 Penalty: 1028.367920
	Iteration 63Q: 3 clusters Score -4945536 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -4945683.000000 Penalty: 1028.367920
	Iteration 64Q: 3 clusters Score -4945683 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -4945783.000000 Penalty: 1028.367920
	Iteration 65Q: 3 clusters Score -4945783 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -4945860.000000 Penalty: 1028.367920
	Iteration 66Q: 3 clusters Score -4945860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -4945952.500000 Penalty: 1028.367920
	Iteration 67Q: 3 clusters Score -4945952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -4946028.000000 Penalty: 1028.367920
	Iteration 68Q: 3 clusters Score -4946028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -4946087.000000 Penalty: 1028.367920
	Iteration 69Q: 3 clusters Score -4946087 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -4946119.000000 Penalty: 1028.367920
	Iteration 70Q: 3 clusters Score -4946119 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -4946153.500000 Penalty: 1028.367920
	Iteration 71Q: 3 clusters Score -4946154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -4946182.000000 Penalty: 1028.367920
	Iteration 72Q: 3 clusters Score -4946182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -4946212.000000 Penalty: 1028.367920
	Iteration 73Q: 3 clusters Score -4946212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -4946236.500000 Penalty: 1028.367920
	Iteration 74Q: 3 clusters Score -4946236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -4946238.000000 Penalty: 1028.367920
	Iteration 75Q: 3 clusters Score -4946238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -4946241.000000 Penalty: 1028.367920
	Iteration 76Q: 3 clusters Score -4946241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -4946236.000000 Penalty: 1028.367920
	Iteration 77Q: 3 clusters Score -4946236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -4946239.500000 Penalty: 1028.367920
	Iteration 78Q: 3 clusters Score -4946240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -4946235.000000 Penalty: 1028.367920
	Iteration 79Q: 3 clusters Score -4946235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -4946237.500000 Penalty: 1028.367920
	Iteration 80F: 3 clusters Score -4946238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -4946240.500000 Penalty: 1028.367920
	Iteration 81Q: 3 clusters Score -4946240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -4946239.000000 Penalty: 1028.367920
	Iteration 82Q: 3 clusters Score -4946239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -4946238.500000 Penalty: 1028.367920
	Iteration 83Q: 3 clusters Score -4946238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -4946239.000000 Penalty: 1028.367920
	Iteration 84Q: 3 clusters Score -4946239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -4946239.000000 Penalty: 1028.367920
	Iteration 85Q: 3 clusters Score -4946239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -4946239.000000 Penalty: 1028.367920
	Iteration 86F: 3 clusters Score -4946239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7728.804199 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7728.804 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 61 members 
Entering Unmasked Estep 
Score: -7506.721191 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7506.721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7560.529297 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7560.529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7579.321289 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7579.321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7595.080566 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7595.081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7620.080078 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -7620.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7628.982422 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7628.982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7632.845215 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7632.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7632.845215 Penalty: 444.334991
	Iteration 7F: 3 clusters Score -7632.845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -13152.187500 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -13152.19 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 111 members 
Entering Unmasked Estep 
Score: -12855.750000 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12855.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12951.411133 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12951.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12996.254883 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12996.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13033.333984 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -13033.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13065.173828 Penalty: 494.468689
	Iteration 4F: 3 clusters Score -13065.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13082.455078 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -13082.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13101.282227 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -13101.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13120.027344 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -13120.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13133.109375 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -13133.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13139.538086 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -13139.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13152.548828 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -13152.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13160.203125 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -13160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13160.864258 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -13160.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13160.864258 Penalty: 494.468689
	Iteration 13F: 3 clusters Score -13160.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 98 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 131 members 
Entering Unmasked Estep 
Score: -53302128.000000 Penalty: 47402.378906
Splitting cluster 21 changes total score from -53302720.000000 to -53302128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -10362.251953 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10362.25 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 175 members 
Entering Unmasked Estep 
Score: -10006.704102 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -10006.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10137.098633 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -10137.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10208.816406 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -10208.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10256.354492 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -10256.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10277.852539 Penalty: 525.484192
	Iteration 4F: 3 clusters Score -10277.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10297.685547 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -10297.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10316.291016 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -10316.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10331.374023 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -10331.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10336.689453 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -10336.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10341.860352 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -10341.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10360.383789 Penalty: 525.484192
	Iteration 10Q: 3 clusters Score -10360.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10365.152344 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -10365.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10372.420898 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -10372.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10375.634766 Penalty: 525.484192
	Iteration 13Q: 3 clusters Score -10375.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10375.848633 Penalty: 525.484192
	Iteration 14Q: 3 clusters Score -10375.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10375.848633 Penalty: 525.484192
	Iteration 15F: 3 clusters Score -10375.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 99 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 223 members 
Entering Unmasked Estep 
Score: -53302180.000000 Penalty: 47402.378906
Splitting cluster 22 changes total score from -53302720.000000 to -53302180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -150490.578125 Penalty: 353.583557
	Iteration 0F: 2 clusters Score -150490.6 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 1182 members 
Entering Unmasked Estep 
Score: -148803.203125 Penalty: 707.167114
	Iteration 0F: 3 clusters Score -148803.2 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -149370.890625 Penalty: 707.167114
	Iteration 1F: 3 clusters Score -149370.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -149510.656250 Penalty: 707.167114
	Iteration 2F: 3 clusters Score -149510.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -149679.156250 Penalty: 707.167114
	Iteration 3F: 3 clusters Score -149679.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -149844.515625 Penalty: 707.167114
	Iteration 4F: 3 clusters Score -149844.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -149945.656250 Penalty: 707.167114
	Iteration 5F: 3 clusters Score -149945.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -150015.328125 Penalty: 707.167114
	Iteration 6Q: 3 clusters Score -150015.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -150059.062500 Penalty: 707.167114
	Iteration 7Q: 3 clusters Score -150059.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -150083.500000 Penalty: 707.167114
	Iteration 8Q: 3 clusters Score -150083.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -150095.828125 Penalty: 707.167114
	Iteration 9Q: 3 clusters Score -150095.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -150102.156250 Penalty: 707.167114
	Iteration 10Q: 3 clusters Score -150102.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -150109.515625 Penalty: 707.167114
	Iteration 11Q: 3 clusters Score -150109.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -150113.125000 Penalty: 707.167114
	Iteration 12Q: 3 clusters Score -150113.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150117.203125 Penalty: 707.167114
	Iteration 13Q: 3 clusters Score -150117.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150120.921875 Penalty: 707.167114
	Iteration 14Q: 3 clusters Score -150120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150123.593750 Penalty: 707.167114
	Iteration 15Q: 3 clusters Score -150123.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -150125.640625 Penalty: 707.167114
	Iteration 16Q: 3 clusters Score -150125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -150128.875000 Penalty: 707.167114
	Iteration 17Q: 3 clusters Score -150128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -150131.203125 Penalty: 707.167114
	Iteration 18Q: 3 clusters Score -150131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -150133.734375 Penalty: 707.167114
	Iteration 19Q: 3 clusters Score -150133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -150135.687500 Penalty: 707.167114
	Iteration 20F: 3 clusters Score -150135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -150137.859375 Penalty: 707.167114
	Iteration 21Q: 3 clusters Score -150137.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -150140.078125 Penalty: 707.167114
	Iteration 22Q: 3 clusters Score -150140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -150141.703125 Penalty: 707.167114
	Iteration 23Q: 3 clusters Score -150141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -150143.156250 Penalty: 707.167114
	Iteration 24Q: 3 clusters Score -150143.2 nChanged 4
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: -150143.484375 Penalty: 707.167114
	Iteration 25Q: 3 clusters Score -150143.5 nChanged 0
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: -150143.484375 Penalty: 707.167114
	Iteration 26F: 3 clusters Score -150143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4281.163086 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4281.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4135.808594 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4135.809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4199.560059 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4199.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4218.367188 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4218.367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4218.367188 Penalty: 397.619751
	Iteration 3F: 3 clusters Score -4218.367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -61013.175781 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -61013.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60203.601562 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -60203.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60535.441406 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -60535.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60642.558594 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -60642.56 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -60740.570312 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -60740.57 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -60880.562500 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -60880.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -61029.570312 Penalty: 627.599182
	Iteration 5F: 3 clusters Score -61029.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -61086.660156 Penalty: 627.599182
	Iteration 6F: 3 clusters Score -61086.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -61099.085938 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -61099.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61102.621094 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -61102.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -61103.906250 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -61103.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -61103.906250 Penalty: 627.599182
	Iteration 10F: 3 clusters Score -61103.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 759 members 
Entering Unmasked Estep 
Score: -53302272.000000 Penalty: 47402.378906
Splitting cluster 25 changes total score from -53302720.000000 to -53302272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12786.534180 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12786.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12478.536133 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12478.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12624.216797 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12624.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12672.362305 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12672.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12688.972656 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12688.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12694.753906 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12694.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12696.144531 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12696.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12696.968750 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12696.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12696.968750 Penalty: 501.722015
	Iteration 7F: 3 clusters Score -12696.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -66330.375000 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -66330.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -65458.128906 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -65458.13 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -65712.898438 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -65712.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65758.281250 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -65758.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -65779.703125 Penalty: 636.280762
	Iteration 3Q: 3 clusters Score -65779.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65810.273438 Penalty: 636.280762
	Iteration 4Q: 3 clusters Score -65810.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65828.375000 Penalty: 636.280762
	Iteration 5Q: 3 clusters Score -65828.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -65843.375000 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -65843.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -65859.781250 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -65859.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -65877.304688 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -65877.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -65896.398438 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -65896.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -65914.000000 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -65914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -65938.328125 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -65938.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -65965.101562 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -65965.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -65989.765625 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -65989.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -66014.250000 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -66014.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -66034.601562 Penalty: 636.280762
	Iteration 15Q: 3 clusters Score -66034.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -66043.867188 Penalty: 636.280762
	Iteration 16Q: 3 clusters Score -66043.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -66047.898438 Penalty: 636.280762
	Iteration 17Q: 3 clusters Score -66047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -66051.257812 Penalty: 636.280762
	Iteration 18Q: 3 clusters Score -66051.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -66052.343750 Penalty: 636.280762
	Iteration 19Q: 3 clusters Score -66052.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -66054.851562 Penalty: 636.280762
	Iteration 20F: 3 clusters Score -66054.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -66055.882812 Penalty: 636.280762
	Iteration 21Q: 3 clusters Score -66055.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -66055.882812 Penalty: 636.280762
	Iteration 22F: 3 clusters Score -66055.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (86647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Entering Unmasked Estep 
Score: -5397410.000000 Penalty: 517.316711
	Iteration 0F: 2 clusters Score -5397410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5339980.000000 Penalty: 1034.633423
	Iteration 0F: 3 clusters Score -5339980 nChanged 42214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -5365564.000000 Penalty: 1034.633423
	Iteration 1F: 3 clusters Score -5365564 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5367301.500000 Penalty: 1034.633423
	Iteration 2Q: 3 clusters Score -5367302 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5370237.000000 Penalty: 1034.633423
	Iteration 3F: 3 clusters Score -5370237 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5374561.500000 Penalty: 1034.633423
	Iteration 4F: 3 clusters Score -5374562 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5380053.500000 Penalty: 1034.633423
	Iteration 5F: 3 clusters Score -5380054 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5384258.500000 Penalty: 1034.633423
	Iteration 6F: 3 clusters Score -5384258 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5385581.500000 Penalty: 1034.633423
	Iteration 7Q: 3 clusters Score -5385582 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -5385858.500000 Penalty: 1034.633423
	Iteration 8Q: 3 clusters Score -5385858 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5386000.500000 Penalty: 1034.633423
	Iteration 9Q: 3 clusters Score -5386000 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5386112.000000 Penalty: 1034.633423
	Iteration 10Q: 3 clusters Score -5386112 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5386233.000000 Penalty: 1034.633423
	Iteration 11Q: 3 clusters Score -5386233 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -5386284.000000 Penalty: 1034.633423
	Iteration 12Q: 3 clusters Score -5386284 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5386396.500000 Penalty: 1034.633423
	Iteration 13Q: 3 clusters Score -5386396 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -5386426.000000 Penalty: 1034.633423
	Iteration 14Q: 3 clusters Score -5386426 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5386432.500000 Penalty: 1034.633423
	Iteration 15Q: 3 clusters Score -5386432 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -5386473.000000 Penalty: 1034.633423
	Iteration 16Q: 3 clusters Score -5386473 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5386491.000000 Penalty: 1034.633423
	Iteration 17Q: 3 clusters Score -5386491 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5386521.500000 Penalty: 1034.633423
	Iteration 18Q: 3 clusters Score -5386522 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5386575.500000 Penalty: 1034.633423
	Iteration 19Q: 3 clusters Score -5386576 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -5386619.500000 Penalty: 1034.633423
	Iteration 20F: 3 clusters Score -5386620 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5386650.000000 Penalty: 1034.633423
	Iteration 21Q: 3 clusters Score -5386650 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -5386667.000000 Penalty: 1034.633423
	Iteration 22Q: 3 clusters Score -5386667 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -5386737.500000 Penalty: 1034.633423
	Iteration 23Q: 3 clusters Score -5386738 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -5386788.000000 Penalty: 1034.633423
	Iteration 24Q: 3 clusters Score -5386788 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -5386851.000000 Penalty: 1034.633423
	Iteration 25Q: 3 clusters Score -5386851 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -5386875.500000 Penalty: 1034.633423
	Iteration 26Q: 3 clusters Score -5386876 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -5386890.000000 Penalty: 1034.633423
	Iteration 27Q: 3 clusters Score -5386890 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -5386938.000000 Penalty: 1034.633423
	Iteration 28Q: 3 clusters Score -5386938 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -5386958.500000 Penalty: 1034.633423
	Iteration 29Q: 3 clusters Score -5386958 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -5386996.000000 Penalty: 1034.633423
	Iteration 30Q: 3 clusters Score -5386996 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -5387056.500000 Penalty: 1034.633423
	Iteration 31Q: 3 clusters Score -5387056 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -5387151.000000 Penalty: 1034.633423
	Iteration 32Q: 3 clusters Score -5387151 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -5387242.500000 Penalty: 1034.633423
	Iteration 33Q: 3 clusters Score -5387242 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -5387313.000000 Penalty: 1034.633423
	Iteration 34Q: 3 clusters Score -5387313 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -5387407.500000 Penalty: 1034.633423
	Iteration 35Q: 3 clusters Score -5387408 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -5387583.000000 Penalty: 1034.633423
	Iteration 36Q: 3 clusters Score -5387583 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -5387762.500000 Penalty: 1034.633423
	Iteration 37Q: 3 clusters Score -5387762 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -5388000.000000 Penalty: 1034.633423
	Iteration 38Q: 3 clusters Score -5388000 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -5388260.500000 Penalty: 1034.633423
	Iteration 39Q: 3 clusters Score -5388260 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -5388565.000000 Penalty: 1034.633423
	Iteration 40F: 3 clusters Score -5388565 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -5388896.000000 Penalty: 1034.633423
	Iteration 41Q: 3 clusters Score -5388896 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -5389247.500000 Penalty: 1034.633423
	Iteration 42Q: 3 clusters Score -5389248 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -5389690.500000 Penalty: 1034.633423
	Iteration 43Q: 3 clusters Score -5389690 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -5390276.500000 Penalty: 1034.633423
	Iteration 44Q: 3 clusters Score -5390276 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -5390884.500000 Penalty: 1034.633423
	Iteration 45Q: 3 clusters Score -5390884 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -5391547.000000 Penalty: 1034.633423
	Iteration 46Q: 3 clusters Score -5391547 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -5392148.500000 Penalty: 1034.633423
	Iteration 47Q: 3 clusters Score -5392148 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -5393046.000000 Penalty: 1034.633423
	Iteration 48Q: 3 clusters Score -5393046 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -5393809.500000 Penalty: 1034.633423
	Iteration 49Q: 3 clusters Score -5393810 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -5394420.000000 Penalty: 1034.633423
	Iteration 50Q: 3 clusters Score -5394420 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -5394941.000000 Penalty: 1034.633423
	Iteration 51Q: 3 clusters Score -5394941 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -5395340.500000 Penalty: 1034.633423
	Iteration 52Q: 3 clusters Score -5395340 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -5395700.000000 Penalty: 1034.633423
	Iteration 53Q: 3 clusters Score -5395700 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -5396005.000000 Penalty: 1034.633423
	Iteration 54Q: 3 clusters Score -5396005 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
Score: -5396214.500000 Penalty: 1034.633423
	Iteration 55Q: 3 clusters Score -5396214 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -5396394.000000 Penalty: 1034.633423
	Iteration 56Q: 3 clusters Score -5396394 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -5396547.500000 Penalty: 1034.633423
	Iteration 57Q: 3 clusters Score -5396548 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -5396610.500000 Penalty: 1034.633423
	Iteration 58Q: 3 clusters Score -5396610 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -5396695.500000 Penalty: 1034.633423
	Iteration 59Q: 3 clusters Score -5396696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -5396759.500000 Penalty: 1034.633423
	Iteration 60F: 3 clusters Score -5396760 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -5396788.000000 Penalty: 1034.633423
	Iteration 61Q: 3 clusters Score -5396788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -5396829.000000 Penalty: 1034.633423
	Iteration 62Q: 3 clusters Score -5396829 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -5396865.500000 Penalty: 1034.633423
	Iteration 63Q: 3 clusters Score -5396866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -5396881.500000 Penalty: 1034.633423
	Iteration 64Q: 3 clusters Score -5396882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -5396891.500000 Penalty: 1034.633423
	Iteration 65Q: 3 clusters Score -5396892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -5396905.000000 Penalty: 1034.633423
	Iteration 66Q: 3 clusters Score -5396905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -5396915.000000 Penalty: 1034.633423
	Iteration 67Q: 3 clusters Score -5396915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -5396937.500000 Penalty: 1034.633423
	Iteration 68Q: 3 clusters Score -5396938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -5396946.500000 Penalty: 1034.633423
	Iteration 69Q: 3 clusters Score -5396946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -5396950.500000 Penalty: 1034.633423
	Iteration 70Q: 3 clusters Score -5396950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -5396956.000000 Penalty: 1034.633423
	Iteration 71Q: 3 clusters Score -5396956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -5396966.500000 Penalty: 1034.633423
	Iteration 72Q: 3 clusters Score -5396966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -5396973.500000 Penalty: 1034.633423
	Iteration 73Q: 3 clusters Score -5396974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -5396984.500000 Penalty: 1034.633423
	Iteration 74Q: 3 clusters Score -5396984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -5396986.000000 Penalty: 1034.633423
	Iteration 75Q: 3 clusters Score -5396986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -5396998.000000 Penalty: 1034.633423
	Iteration 76Q: 3 clusters Score -5396998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -5396999.000000 Penalty: 1034.633423
	Iteration 77Q: 3 clusters Score -5396999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -5396997.500000 Penalty: 1034.633423
	Iteration 78Q: 3 clusters Score -5396998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -5397007.000000 Penalty: 1034.633423
	Iteration 79Q: 3 clusters Score -5397007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -5397015.500000 Penalty: 1034.633423
	Iteration 80F: 3 clusters Score -5397016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -5397021.500000 Penalty: 1034.633423
	Iteration 81Q: 3 clusters Score -5397022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -5397028.000000 Penalty: 1034.633423
	Iteration 82Q: 3 clusters Score -5397028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -5397033.500000 Penalty: 1034.633423
	Iteration 83Q: 3 clusters Score -5397034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -5397036.000000 Penalty: 1034.633423
	Iteration 84Q: 3 clusters Score -5397036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -5397039.500000 Penalty: 1034.633423
	Iteration 85Q: 3 clusters Score -5397040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -5397044.000000 Penalty: 1034.633423
	Iteration 86Q: 3 clusters Score -5397044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -5397049.000000 Penalty: 1034.633423
	Iteration 87Q: 3 clusters Score -5397049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -5397052.500000 Penalty: 1034.633423
	Iteration 88Q: 3 clusters Score -5397052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -5397057.500000 Penalty: 1034.633423
	Iteration 89Q: 3 clusters Score -5397058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -5397061.500000 Penalty: 1034.633423
	Iteration 90Q: 3 clusters Score -5397062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -5397063.000000 Penalty: 1034.633423
	Iteration 91Q: 3 clusters Score -5397063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -5397071.500000 Penalty: 1034.633423
	Iteration 92Q: 3 clusters Score -5397072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -5397079.500000 Penalty: 1034.633423
	Iteration 93Q: 3 clusters Score -5397080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -5397085.000000 Penalty: 1034.633423
	Iteration 94Q: 3 clusters Score -5397085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -5397083.500000 Penalty: 1034.633423
	Iteration 95Q: 3 clusters Score -5397084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -5397087.000000 Penalty: 1034.633423
	Iteration 96Q: 3 clusters Score -5397087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -5397089.000000 Penalty: 1034.633423
	Iteration 97Q: 3 clusters Score -5397089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -5397085.000000 Penalty: 1034.633423
	Iteration 98Q: 3 clusters Score -5397085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -5397089.500000 Penalty: 1034.633423
	Iteration 99Q: 3 clusters Score -5397090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -5397085.000000 Penalty: 1034.633423
	Iteration 100F: 3 clusters Score -5397085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -5397087.000000 Penalty: 1034.633423
	Iteration 101Q: 3 clusters Score -5397087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -5397085.000000 Penalty: 1034.633423
	Iteration 102Q: 3 clusters Score -5397085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -5397085.000000 Penalty: 1034.633423
	Iteration 103F: 3 clusters Score -5397085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14957.969727 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14957.97 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 133 members 
Entering Unmasked Estep 
Score: -14630.458984 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14630.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14787.306641 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14787.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14866.715820 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14866.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14926.410156 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14926.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14939.078125 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14939.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14944.478516 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14944.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14945.676758 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14945.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14947.800781 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14956.560547 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14956.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14980.208984 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14980.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15003.376953 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -15003.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15018.853516 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -15018.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15019.965820 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -15019.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15023.050781 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -15023.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15023.050781 Penalty: 511.126190
	Iteration 14F: 3 clusters Score -15023.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 148 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 127 members 
Entering Unmasked Estep 
Score: -53302180.000000 Penalty: 47402.378906
Splitting cluster 29 changes total score from -53302720.000000 to -53302180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -33443.308594 Penalty: 283.036865
	Iteration 0F: 2 clusters Score -33443.31 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 248 members 
Entering Unmasked Estep 
Score: -32945.171875 Penalty: 566.073730
	Iteration 0F: 3 clusters Score -32945.17 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33082.925781 Penalty: 566.073730
	Iteration 1F: 3 clusters Score -33082.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33134.820312 Penalty: 566.073730
	Iteration 2F: 3 clusters Score -33134.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33148.484375 Penalty: 566.073730
	Iteration 3Q: 3 clusters Score -33148.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33156.675781 Penalty: 566.073730
	Iteration 4Q: 3 clusters Score -33156.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33161.421875 Penalty: 566.073730
	Iteration 5Q: 3 clusters Score -33161.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33163.960938 Penalty: 566.073730
	Iteration 6Q: 3 clusters Score -33163.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33166.031250 Penalty: 566.073730
	Iteration 7Q: 3 clusters Score -33166.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33166.171875 Penalty: 566.073730
	Iteration 8Q: 3 clusters Score -33166.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33166.171875 Penalty: 566.073730
	Iteration 9F: 3 clusters Score -33166.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -28837.412109 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -28837.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28374.208984 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -28374.21 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28496.013672 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -28496.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28531.976562 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -28531.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28547.097656 Penalty: 556.546143
	Iteration 3Q: 3 clusters Score -28547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28562.447266 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -28562.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28569.621094 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -28569.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28575.341797 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -28575.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28579.089844 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -28579.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28581.728516 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -28581.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28586.279297 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -28586.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28595.242188 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -28595.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28600.798828 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -28600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28603.703125 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -28603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28608.130859 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -28608.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28611.082031 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -28611.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28616.955078 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -28616.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28624.117188 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -28624.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28636.082031 Penalty: 556.546143
	Iteration 17Q: 3 clusters Score -28636.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28647.718750 Penalty: 556.546143
	Iteration 18Q: 3 clusters Score -28647.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28660.248047 Penalty: 556.546143
	Iteration 19Q: 3 clusters Score -28660.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28675.988281 Penalty: 556.546143
	Iteration 20F: 3 clusters Score -28675.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28688.763672 Penalty: 556.546143
	Iteration 21Q: 3 clusters Score -28688.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28698.230469 Penalty: 556.546143
	Iteration 22Q: 3 clusters Score -28698.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28702.023438 Penalty: 556.546143
	Iteration 23Q: 3 clusters Score -28702.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28703.615234 Penalty: 556.546143
	Iteration 24Q: 3 clusters Score -28703.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28703.972656 Penalty: 556.546143
	Iteration 25Q: 3 clusters Score -28703.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28703.972656 Penalty: 556.546143
	Iteration 26F: 3 clusters Score -28703.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Entering Unmasked Estep 
Score: -697246.437500 Penalty: 423.900787
	Iteration 0F: 2 clusters Score -697246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -689786.437500 Penalty: 847.801575
	Iteration 0F: 3 clusters Score -689786.4 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -692843.437500 Penalty: 847.801575
	Iteration 1F: 3 clusters Score -692843.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -693044.750000 Penalty: 847.801575
	Iteration 2Q: 3 clusters Score -693044.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -693315.000000 Penalty: 847.801575
	Iteration 3Q: 3 clusters Score -693315 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -693694.562500 Penalty: 847.801575
	Iteration 4F: 3 clusters Score -693694.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -694205.875000 Penalty: 847.801575
	Iteration 5F: 3 clusters Score -694205.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -694854.312500 Penalty: 847.801575
	Iteration 6F: 3 clusters Score -694854.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -695416.375000 Penalty: 847.801575
	Iteration 7F: 3 clusters Score -695416.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -695787.875000 Penalty: 847.801575
	Iteration 8Q: 3 clusters Score -695787.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -696030.312500 Penalty: 847.801575
	Iteration 9Q: 3 clusters Score -696030.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -696186.250000 Penalty: 847.801575
	Iteration 10Q: 3 clusters Score -696186.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -696302.000000 Penalty: 847.801575
	Iteration 11Q: 3 clusters Score -696302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -696403.500000 Penalty: 847.801575
	Iteration 12Q: 3 clusters Score -696403.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -696484.250000 Penalty: 847.801575
	Iteration 13Q: 3 clusters Score -696484.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -696543.937500 Penalty: 847.801575
	Iteration 14Q: 3 clusters Score -696543.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -696600.125000 Penalty: 847.801575
	Iteration 15Q: 3 clusters Score -696600.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -696657.250000 Penalty: 847.801575
	Iteration 16Q: 3 clusters Score -696657.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -696693.562500 Penalty: 847.801575
	Iteration 17Q: 3 clusters Score -696693.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -696722.125000 Penalty: 847.801575
	Iteration 18Q: 3 clusters Score -696722.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -696745.187500 Penalty: 847.801575
	Iteration 19Q: 3 clusters Score -696745.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -696768.312500 Penalty: 847.801575
	Iteration 20F: 3 clusters Score -696768.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -696782.250000 Penalty: 847.801575
	Iteration 21Q: 3 clusters Score -696782.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -696799.437500 Penalty: 847.801575
	Iteration 22Q: 3 clusters Score -696799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -696810.375000 Penalty: 847.801575
	Iteration 23Q: 3 clusters Score -696810.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -696818.062500 Penalty: 847.801575
	Iteration 24Q: 3 clusters Score -696818.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -696827.125000 Penalty: 847.801575
	Iteration 25Q: 3 clusters Score -696827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -696828.625000 Penalty: 847.801575
	Iteration 26Q: 3 clusters Score -696828.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -696835.437500 Penalty: 847.801575
	Iteration 27Q: 3 clusters Score -696835.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -696843.875000 Penalty: 847.801575
	Iteration 28Q: 3 clusters Score -696843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -696852.250000 Penalty: 847.801575
	Iteration 29Q: 3 clusters Score -696852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -696859.000000 Penalty: 847.801575
	Iteration 30Q: 3 clusters Score -696859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -696862.125000 Penalty: 847.801575
	Iteration 31Q: 3 clusters Score -696862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -696867.375000 Penalty: 847.801575
	Iteration 32Q: 3 clusters Score -696867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -696876.000000 Penalty: 847.801575
	Iteration 33Q: 3 clusters Score -696876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -696886.125000 Penalty: 847.801575
	Iteration 34Q: 3 clusters Score -696886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -696888.062500 Penalty: 847.801575
	Iteration 35Q: 3 clusters Score -696888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -696890.437500 Penalty: 847.801575
	Iteration 36Q: 3 clusters Score -696890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -696895.250000 Penalty: 847.801575
	Iteration 37Q: 3 clusters Score -696895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -696898.687500 Penalty: 847.801575
	Iteration 38Q: 3 clusters Score -696898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -696900.375000 Penalty: 847.801575
	Iteration 39Q: 3 clusters Score -696900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -696901.062500 Penalty: 847.801575
	Iteration 40F: 3 clusters Score -696901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -696901.375000 Penalty: 847.801575
	Iteration 41Q: 3 clusters Score -696901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -696901.375000 Penalty: 847.801575
	Iteration 42F: 3 clusters Score -696901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22565.876953 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22565.88 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 208 members 
Entering Unmasked Estep 
Score: -22156.509766 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22156.51 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22364.851562 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22364.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22433.312500 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22433.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22467.478516 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22467.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22490.365234 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22490.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22506.970703 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22506.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22524.300781 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22529.115234 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22529.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22533.134766 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22533.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22533.134766 Penalty: 538.374390
	Iteration 9F: 3 clusters Score -22533.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7502.890625 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7502.891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7228.514648 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -7228.515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7289.602051 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -7289.602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7299.490723 Penalty: 474.559143
	Iteration 2Q: 3 clusters Score -7299.491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7300.749023 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -7300.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7300.749023 Penalty: 474.559143
	Iteration 4F: 3 clusters Score -7300.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -28572.494141 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -28572.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28091.220703 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -28091.22 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28221.195312 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -28221.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28256.025391 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -28256.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28276.904297 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -28276.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28293.859375 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -28293.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28305.031250 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -28305.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28312.583984 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -28312.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28316.640625 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -28316.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28320.244141 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -28320.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28326.269531 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -28326.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28332.265625 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -28332.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28335.464844 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -28335.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28339.263672 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -28339.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28341.556641 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -28341.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28344.755859 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -28344.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28349.906250 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -28349.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28353.773438 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -28353.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28357.013672 Penalty: 558.925415
	Iteration 17Q: 3 clusters Score -28357.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28358.513672 Penalty: 558.925415
	Iteration 18Q: 3 clusters Score -28358.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28362.773438 Penalty: 558.925415
	Iteration 19Q: 3 clusters Score -28362.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28370.458984 Penalty: 558.925415
	Iteration 20F: 3 clusters Score -28370.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28377.853516 Penalty: 558.925415
	Iteration 21Q: 3 clusters Score -28377.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28385.582031 Penalty: 558.925415
	Iteration 22Q: 3 clusters Score -28385.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28396.466797 Penalty: 558.925415
	Iteration 23Q: 3 clusters Score -28396.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28402.037109 Penalty: 558.925415
	Iteration 24Q: 3 clusters Score -28402.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28404.777344 Penalty: 558.925415
	Iteration 25Q: 3 clusters Score -28404.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28406.429688 Penalty: 558.925415
	Iteration 26Q: 3 clusters Score -28406.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28407.509766 Penalty: 558.925415
	Iteration 27Q: 3 clusters Score -28407.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28407.992188 Penalty: 558.925415
	Iteration 28Q: 3 clusters Score -28407.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28408.837891 Penalty: 558.925415
	Iteration 29Q: 3 clusters Score -28408.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28409.277344 Penalty: 558.925415
	Iteration 30Q: 3 clusters Score -28409.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28409.277344 Penalty: 558.925415
	Iteration 31F: 3 clusters Score -28409.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -28527.558594 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -28527.56 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 235 members 
Entering Unmasked Estep 
Score: -28075.917969 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28075.92 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28268.464844 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -28268.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28347.095703 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -28347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28382.607422 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -28382.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28407.761719 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -28407.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28431.609375 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -28431.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28449.070312 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -28449.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28467.617188 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -28467.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28476.744141 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -28476.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28487.824219 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -28487.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28503.703125 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -28503.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28512.867188 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -28512.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28518.488281 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -28518.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28522.044922 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -28522.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28531.183594 Penalty: 558.139221
	Iteration 14Q: 3 clusters Score -28531.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28533.650391 Penalty: 558.139221
	Iteration 15Q: 3 clusters Score -28533.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28533.650391 Penalty: 558.139221
	Iteration 16F: 3 clusters Score -28533.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 321 members 
Entering Unmasked Estep 
Score: -53302188.000000 Penalty: 47402.378906
Splitting cluster 36 changes total score from -53302720.000000 to -53302188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -6347.554199 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -6347.554 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 139 members 
Entering Unmasked Estep 
Score: -6028.704590 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -6028.705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6136.922363 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -6136.922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6163.249512 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -6163.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6188.778320 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -6188.778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6210.236328 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -6210.236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6219.938477 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -6219.938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6226.896973 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -6226.897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6228.833496 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -6228.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6228.833496 Penalty: 504.965912
	Iteration 8F: 3 clusters Score -6228.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -126104.359375 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -126104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -124679.835938 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -124679.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125163.859375 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -125163.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -125276.484375 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -125276.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -125379.953125 Penalty: 690.075562
	Iteration 3F: 3 clusters Score -125380 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -125459.585938 Penalty: 690.075562
	Iteration 4F: 3 clusters Score -125459.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -125532.859375 Penalty: 690.075562
	Iteration 5F: 3 clusters Score -125532.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -125594.601562 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -125594.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -125632.664062 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -125632.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -125661.953125 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -125662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -125685.750000 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -125685.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -125705.609375 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -125705.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -125720.812500 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -125720.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -125735.429688 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -125735.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -125744.539062 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -125744.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -125760.234375 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -125760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -125779.929688 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -125779.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -125813.640625 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -125813.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -125831.484375 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -125831.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -125852.906250 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -125852.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -125869.265625 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -125869.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -125880.859375 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -125880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -125887.296875 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -125887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -125892.539062 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -125892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -125902.367188 Penalty: 690.075562
	Iteration 23Q: 3 clusters Score -125902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -125909.351562 Penalty: 690.075562
	Iteration 24Q: 3 clusters Score -125909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -125915.273438 Penalty: 690.075562
	Iteration 25Q: 3 clusters Score -125915.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -125918.148438 Penalty: 690.075562
	Iteration 26Q: 3 clusters Score -125918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -125922.523438 Penalty: 690.075562
	Iteration 27Q: 3 clusters Score -125922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -125923.773438 Penalty: 690.075562
	Iteration 28Q: 3 clusters Score -125923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -125924.304688 Penalty: 690.075562
	Iteration 29Q: 3 clusters Score -125924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -125924.468750 Penalty: 690.075562
	Iteration 30Q: 3 clusters Score -125924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -125925.023438 Penalty: 690.075562
	Iteration 31Q: 3 clusters Score -125925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -125925.164062 Penalty: 690.075562
	Iteration 32Q: 3 clusters Score -125925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -125925.601562 Penalty: 690.075562
	Iteration 33Q: 3 clusters Score -125925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -125926.171875 Penalty: 690.075562
	Iteration 34Q: 3 clusters Score -125926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -125926.171875 Penalty: 690.075562
	Iteration 35F: 3 clusters Score -125926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -12069.428711 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -12069.43 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 103 members 
Entering Unmasked Estep 
Score: -11828.651367 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11828.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11935.400391 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11935.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12042.408203 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12042.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12093.173828 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -12093.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12155.516602 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12155.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12163.611328 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12163.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12168.044922 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12168.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12164.563477 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12164.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12187.378906 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -12187.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12199.489258 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -12199.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12195.940430 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -12195.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12205.727539 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -12205.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12206.273438 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -12206.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12214.642578 Penalty: 485.277405
	Iteration 13Q: 3 clusters Score -12214.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12214.642578 Penalty: 485.277405
	Iteration 14F: 3 clusters Score -12214.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 156 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 51 members 
Entering Unmasked Estep 
Score: -53302336.000000 Penalty: 47402.378906
Splitting cluster 39 changes total score from -53302720.000000 to -53302336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (94456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Entering Unmasked Estep 
Score: -5788412.500000 Penalty: 521.242981
	Iteration 0F: 2 clusters Score -5788412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -5725069.500000 Penalty: 1042.485962
	Iteration 0F: 3 clusters Score -5725070 nChanged 46234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -5754187.500000 Penalty: 1042.485962
	Iteration 1F: 3 clusters Score -5754188 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -5757042.500000 Penalty: 1042.485962
	Iteration 2F: 3 clusters Score -5757042 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -5762212.000000 Penalty: 1042.485962
	Iteration 3F: 3 clusters Score -5762212 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5770174.500000 Penalty: 1042.485962
	Iteration 4F: 3 clusters Score -5770174 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5778489.500000 Penalty: 1042.485962
	Iteration 5F: 3 clusters Score -5778490 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5783558.500000 Penalty: 1042.485962
	Iteration 6F: 3 clusters Score -5783558 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -5785517.500000 Penalty: 1042.485962
	Iteration 7Q: 3 clusters Score -5785518 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5786522.000000 Penalty: 1042.485962
	Iteration 8Q: 3 clusters Score -5786522 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5787109.500000 Penalty: 1042.485962
	Iteration 9Q: 3 clusters Score -5787110 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5787444.500000 Penalty: 1042.485962
	Iteration 10Q: 3 clusters Score -5787444 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5787644.500000 Penalty: 1042.485962
	Iteration 11Q: 3 clusters Score -5787644 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5787823.000000 Penalty: 1042.485962
	Iteration 12Q: 3 clusters Score -5787823 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5787906.000000 Penalty: 1042.485962
	Iteration 13Q: 3 clusters Score -5787906 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -5787987.500000 Penalty: 1042.485962
	Iteration 14Q: 3 clusters Score -5787988 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5788008.500000 Penalty: 1042.485962
	Iteration 15Q: 3 clusters Score -5788008 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5788032.500000 Penalty: 1042.485962
	Iteration 16Q: 3 clusters Score -5788032 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5788060.000000 Penalty: 1042.485962
	Iteration 17Q: 3 clusters Score -5788060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5788077.000000 Penalty: 1042.485962
	Iteration 18Q: 3 clusters Score -5788077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5788092.000000 Penalty: 1042.485962
	Iteration 19Q: 3 clusters Score -5788092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5788105.000000 Penalty: 1042.485962
	Iteration 20F: 3 clusters Score -5788105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5788119.000000 Penalty: 1042.485962
	Iteration 21Q: 3 clusters Score -5788119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5788129.000000 Penalty: 1042.485962
	Iteration 22Q: 3 clusters Score -5788129 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -5788123.500000 Penalty: 1042.485962
	Iteration 23Q: 3 clusters Score -5788124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5788126.500000 Penalty: 1042.485962
	Iteration 24Q: 3 clusters Score -5788126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5788147.000000 Penalty: 1042.485962
	Iteration 25Q: 3 clusters Score -5788147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -5788154.500000 Penalty: 1042.485962
	Iteration 26Q: 3 clusters Score -5788154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5788147.000000 Penalty: 1042.485962
	Iteration 27Q: 3 clusters Score -5788147 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5788156.500000 Penalty: 1042.485962
	Iteration 28Q: 3 clusters Score -5788156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -5788161.000000 Penalty: 1042.485962
	Iteration 29Q: 3 clusters Score -5788161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5788156.000000 Penalty: 1042.485962
	Iteration 30Q: 3 clusters Score -5788156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5788165.500000 Penalty: 1042.485962
	Iteration 31Q: 3 clusters Score -5788166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5788175.500000 Penalty: 1042.485962
	Iteration 32Q: 3 clusters Score -5788176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5788177.500000 Penalty: 1042.485962
	Iteration 33Q: 3 clusters Score -5788178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5788196.500000 Penalty: 1042.485962
	Iteration 34Q: 3 clusters Score -5788196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5788183.000000 Penalty: 1042.485962
	Iteration 35Q: 3 clusters Score -5788183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5788186.500000 Penalty: 1042.485962
	Iteration 36Q: 3 clusters Score -5788186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -5788185.000000 Penalty: 1042.485962
	Iteration 37Q: 3 clusters Score -5788185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5788197.000000 Penalty: 1042.485962
	Iteration 38Q: 3 clusters Score -5788197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5788199.000000 Penalty: 1042.485962
	Iteration 39Q: 3 clusters Score -5788199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -5788214.500000 Penalty: 1042.485962
	Iteration 40F: 3 clusters Score -5788214 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5788209.000000 Penalty: 1042.485962
	Iteration 41Q: 3 clusters Score -5788209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -5788219.500000 Penalty: 1042.485962
	Iteration 42Q: 3 clusters Score -5788220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5788215.500000 Penalty: 1042.485962
	Iteration 43Q: 3 clusters Score -5788216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -5788215.000000 Penalty: 1042.485962
	Iteration 44Q: 3 clusters Score -5788215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5788213.000000 Penalty: 1042.485962
	Iteration 45Q: 3 clusters Score -5788213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5788222.000000 Penalty: 1042.485962
	Iteration 46Q: 3 clusters Score -5788222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5788217.000000 Penalty: 1042.485962
	Iteration 47Q: 3 clusters Score -5788217 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -5788216.000000 Penalty: 1042.485962
	Iteration 48Q: 3 clusters Score -5788216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5788228.000000 Penalty: 1042.485962
	Iteration 49Q: 3 clusters Score -5788228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5788229.500000 Penalty: 1042.485962
	Iteration 50Q: 3 clusters Score -5788230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5788228.500000 Penalty: 1042.485962
	Iteration 51Q: 3 clusters Score -5788228 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5788235.000000 Penalty: 1042.485962
	Iteration 52Q: 3 clusters Score -5788235 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5788236.000000 Penalty: 1042.485962
	Iteration 53Q: 3 clusters Score -5788236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -5788231.500000 Penalty: 1042.485962
	Iteration 54Q: 3 clusters Score -5788232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5788244.500000 Penalty: 1042.485962
	Iteration 55Q: 3 clusters Score -5788244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -5788230.500000 Penalty: 1042.485962
	Iteration 56Q: 3 clusters Score -5788230 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5788236.000000 Penalty: 1042.485962
	Iteration 57Q: 3 clusters Score -5788236 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -5788242.500000 Penalty: 1042.485962
	Iteration 58Q: 3 clusters Score -5788242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5788248.000000 Penalty: 1042.485962
	Iteration 59Q: 3 clusters Score -5788248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5788255.500000 Penalty: 1042.485962
	Iteration 60F: 3 clusters Score -5788256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -5788273.000000 Penalty: 1042.485962
	Iteration 61Q: 3 clusters Score -5788273 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5788276.000000 Penalty: 1042.485962
	Iteration 62Q: 3 clusters Score -5788276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -5788278.500000 Penalty: 1042.485962
	Iteration 63Q: 3 clusters Score -5788278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5788276.000000 Penalty: 1042.485962
	Iteration 64Q: 3 clusters Score -5788276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5788292.500000 Penalty: 1042.485962
	Iteration 65Q: 3 clusters Score -5788292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5788291.000000 Penalty: 1042.485962
	Iteration 66Q: 3 clusters Score -5788291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5788283.500000 Penalty: 1042.485962
	Iteration 67Q: 3 clusters Score -5788284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5788290.500000 Penalty: 1042.485962
	Iteration 68Q: 3 clusters Score -5788290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5788284.000000 Penalty: 1042.485962
	Iteration 69Q: 3 clusters Score -5788284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5788282.000000 Penalty: 1042.485962
	Iteration 70Q: 3 clusters Score -5788282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5788294.500000 Penalty: 1042.485962
	Iteration 71Q: 3 clusters Score -5788294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5788287.000000 Penalty: 1042.485962
	Iteration 72Q: 3 clusters Score -5788287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -5788287.500000 Penalty: 1042.485962
	Iteration 73Q: 3 clusters Score -5788288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5788296.000000 Penalty: 1042.485962
	Iteration 74Q: 3 clusters Score -5788296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5788304.500000 Penalty: 1042.485962
	Iteration 75Q: 3 clusters Score -5788304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5788310.000000 Penalty: 1042.485962
	Iteration 76Q: 3 clusters Score -5788310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5788312.000000 Penalty: 1042.485962
	Iteration 77Q: 3 clusters Score -5788312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5788298.500000 Penalty: 1042.485962
	Iteration 78Q: 3 clusters Score -5788298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5788311.500000 Penalty: 1042.485962
	Iteration 79Q: 3 clusters Score -5788312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5788315.500000 Penalty: 1042.485962
	Iteration 80F: 3 clusters Score -5788316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5788314.000000 Penalty: 1042.485962
	Iteration 81Q: 3 clusters Score -5788314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -5788323.000000 Penalty: 1042.485962
	Iteration 82Q: 3 clusters Score -5788323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5788324.000000 Penalty: 1042.485962
	Iteration 83Q: 3 clusters Score -5788324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5788331.000000 Penalty: 1042.485962
	Iteration 84Q: 3 clusters Score -5788331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -5788324.500000 Penalty: 1042.485962
	Iteration 85Q: 3 clusters Score -5788324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5788318.000000 Penalty: 1042.485962
	Iteration 86Q: 3 clusters Score -5788318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5788320.000000 Penalty: 1042.485962
	Iteration 87Q: 3 clusters Score -5788320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5788328.000000 Penalty: 1042.485962
	Iteration 88Q: 3 clusters Score -5788328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5788329.000000 Penalty: 1042.485962
	Iteration 89Q: 3 clusters Score -5788329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5788330.500000 Penalty: 1042.485962
	Iteration 90Q: 3 clusters Score -5788330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -5788327.000000 Penalty: 1042.485962
	Iteration 91Q: 3 clusters Score -5788327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5788326.000000 Penalty: 1042.485962
	Iteration 92Q: 3 clusters Score -5788326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5788325.500000 Penalty: 1042.485962
	Iteration 93Q: 3 clusters Score -5788326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5788317.500000 Penalty: 1042.485962
	Iteration 94Q: 3 clusters Score -5788318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -5788326.500000 Penalty: 1042.485962
	Iteration 95Q: 3 clusters Score -5788326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5788315.500000 Penalty: 1042.485962
	Iteration 96Q: 3 clusters Score -5788316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -5788313.000000 Penalty: 1042.485962
	Iteration 97Q: 3 clusters Score -5788313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5788324.000000 Penalty: 1042.485962
	Iteration 98Q: 3 clusters Score -5788324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5788329.000000 Penalty: 1042.485962
	Iteration 99Q: 3 clusters Score -5788329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5788329.000000 Penalty: 1042.485962
	Iteration 100F: 3 clusters Score -5788329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5788327.000000 Penalty: 1042.485962
	Iteration 101Q: 3 clusters Score -5788327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5788334.500000 Penalty: 1042.485962
	Iteration 102Q: 3 clusters Score -5788334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5788336.000000 Penalty: 1042.485962
	Iteration 103Q: 3 clusters Score -5788336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5788347.000000 Penalty: 1042.485962
	Iteration 104Q: 3 clusters Score -5788347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -5788340.500000 Penalty: 1042.485962
	Iteration 105Q: 3 clusters Score -5788340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5788349.000000 Penalty: 1042.485962
	Iteration 106Q: 3 clusters Score -5788349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -5788353.500000 Penalty: 1042.485962
	Iteration 107Q: 3 clusters Score -5788354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5788354.500000 Penalty: 1042.485962
	Iteration 108Q: 3 clusters Score -5788354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -5788357.500000 Penalty: 1042.485962
	Iteration 109Q: 3 clusters Score -5788358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5788355.000000 Penalty: 1042.485962
	Iteration 110Q: 3 clusters Score -5788355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -5788350.000000 Penalty: 1042.485962
	Iteration 111Q: 3 clusters Score -5788350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -5788355.000000 Penalty: 1042.485962
	Iteration 112Q: 3 clusters Score -5788355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5788358.000000 Penalty: 1042.485962
	Iteration 113Q: 3 clusters Score -5788358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5788358.500000 Penalty: 1042.485962
	Iteration 114Q: 3 clusters Score -5788358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5788357.500000 Penalty: 1042.485962
	Iteration 115Q: 3 clusters Score -5788358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -5788354.500000 Penalty: 1042.485962
	Iteration 116Q: 3 clusters Score -5788354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5788354.500000 Penalty: 1042.485962
	Iteration 117Q: 3 clusters Score -5788354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5788354.500000 Penalty: 1042.485962
	Iteration 118F: 3 clusters Score -5788354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2719.314453 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2719.314 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 22 members 
Entering Unmasked Estep 
Score: -2574.269531 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2574.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2603.429932 Penalty: 354.155670
	Iteration 1F: 3 clusters Score -2603.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -68911.976562 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -68911.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68072.367188 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -68072.37 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68603.328125 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -68603.33 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68720.289062 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -68720.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68767.546875 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -68767.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68793.234375 Penalty: 637.361633
	Iteration 4Q: 3 clusters Score -68793.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68804.835938 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -68804.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68810.406250 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -68810.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68816.023438 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -68816.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68818.382812 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -68818.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68820.718750 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -68820.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68823.179688 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -68823.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68825.656250 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -68825.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68827.632812 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -68827.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68829.640625 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -68829.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68831.921875 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -68831.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68832.804688 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -68832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68834.093750 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -68834.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68835.843750 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -68835.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68837.109375 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -68837.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68840.500000 Penalty: 637.361633
	Iteration 19Q: 3 clusters Score -68840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68840.531250 Penalty: 637.361633
	Iteration 20F: 3 clusters Score -68840.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -9057.009766 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -9057.01 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 84 members 
Entering Unmasked Estep 
Score: -8790.396484 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -8790.396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8838.312500 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -8838.312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8856.086914 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -8856.087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8864.448242 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -8864.448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8869.513672 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -8869.514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8874.684570 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -8874.685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8880.054688 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -8880.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8881.271484 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -8881.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8881.271484 Penalty: 464.087830
	Iteration 8F: 3 clusters Score -8881.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9122.479492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9122.479 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 67 members 
Entering Unmasked Estep 
Score: -8885.804688 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8885.805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8949.598633 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8949.599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8978.421875 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -8978.422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9003.121094 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -9003.121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9030.103516 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -9030.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9045.797852 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -9045.798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9059.039062 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -9059.039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9068.149414 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -9068.149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9070.918945 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -9070.919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9074.438477 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -9074.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9081.562500 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -9081.562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9090.545898 Penalty: 455.359100
	Iteration 11Q: 3 clusters Score -9090.546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9099.115234 Penalty: 455.359100
	Iteration 12Q: 3 clusters Score -9099.115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9103.694336 Penalty: 455.359100
	Iteration 13Q: 3 clusters Score -9103.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9103.694336 Penalty: 455.359100
	Iteration 14F: 3 clusters Score -9103.694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -20750.302734 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -20750.3 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 154 members 
Entering Unmasked Estep 
Score: -20398.363281 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -20398.36 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20525.294922 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -20525.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20568.720703 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -20568.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20581.705078 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -20581.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20585.867188 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -20585.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20589.091797 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -20589.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20592.804688 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -20592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20594.107422 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -20594.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20595.093750 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -20595.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20596.136719 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -20596.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20598.738281 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -20598.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20600.789062 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -20600.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20602.191406 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -20602.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20603.125000 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -20603.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20603.923828 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -20603.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20603.923828 Penalty: 527.992737
	Iteration 15F: 3 clusters Score -20603.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26414.175781 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26414.18 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 200 members 
Entering Unmasked Estep 
Score: -25989.617188 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -25989.62 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26134.037109 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26134.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26188.501953 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26223.152344 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -26223.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26230.361328 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -26230.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26243.101562 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26249.533203 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26249.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26259.154297 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26259.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26265.384766 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26265.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26272.865234 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26272.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26274.736328 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26274.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26277.275391 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26277.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26286.041016 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -26286.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26315.042969 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -26315.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26335.824219 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -26335.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26345.470703 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -26345.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26347.017578 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -26347.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26347.419922 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -26347.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26347.419922 Penalty: 549.446228
	Iteration 18F: 3 clusters Score -26347.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11616.596680 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11337.889648 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11337.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11523.638672 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11523.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11559.875977 Penalty: 499.868591
	Iteration 2Q: 3 clusters Score -11559.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11578.943359 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -11578.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11596.289062 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11596.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11611.407227 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11611.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11630.336914 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11630.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11643.954102 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -11643.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11655.238281 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -11655.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11665.754883 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -11665.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11666.167969 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -11666.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11666.167969 Penalty: 499.868591
	Iteration 11F: 3 clusters Score -11666.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 115 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 128 members 
Entering Unmasked Estep 
Score: -53302188.000000 Penalty: 47402.378906
Splitting cluster 47 changes total score from -53302720.000000 to -53302188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7997.666992 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7997.667 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 69 members 
Entering Unmasked Estep 
Score: -7766.553223 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7766.553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7840.954102 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7840.954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7892.000000 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7964.560059 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7964.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7992.490234 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7992.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7995.761230 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7995.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7995.761230 Penalty: 447.718262
	Iteration 6F: 3 clusters Score -7995.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -9222.640625 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -9222.641 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 71 members 
Entering Unmasked Estep 
Score: -8960.470703 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -8960.471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9016.533203 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -9016.533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9032.478516 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -9032.479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9044.691406 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -9044.691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9054.304688 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -9054.305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9058.755859 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -9058.756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9066.093750 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -9066.094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9066.397461 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -9066.397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9066.397461 Penalty: 453.508209
	Iteration 8F: 3 clusters Score -9066.397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -25530.048828 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25530.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25121.865234 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25121.87 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25231.214844 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25231.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25271.302734 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25271.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25287.896484 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -25287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25301.576172 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25301.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25313.701172 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25334.695312 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25351.328125 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25351.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25358.490234 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25358.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25362.292969 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25362.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25364.273438 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25364.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25366.464844 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -25366.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25366.464844 Penalty: 539.592651
	Iteration 12F: 3 clusters Score -25366.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -45259.335938 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -45259.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44627.937500 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -44627.94 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44802.355469 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -44802.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44855.296875 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -44855.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44898.585938 Penalty: 596.796021
	Iteration 3Q: 3 clusters Score -44898.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44929.390625 Penalty: 596.796021
	Iteration 4F: 3 clusters Score -44929.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44953.500000 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -44953.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44986.203125 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -44986.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45014.371094 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -45014.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45024.750000 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -45024.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45028.902344 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -45028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -45031.734375 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -45031.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45034.605469 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -45034.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45039.671875 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -45039.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45040.886719 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -45040.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45041.371094 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -45041.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45041.835938 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -45041.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45042.269531 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -45042.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45042.601562 Penalty: 596.796021
	Iteration 17Q: 3 clusters Score -45042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45042.992188 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -45042.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45045.234375 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -45045.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45046.914062 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -45046.91 nChanged 4
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: -45049.625000 Penalty: 596.796021
	Iteration 21Q: 3 clusters Score -45049.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45053.289062 Penalty: 596.796021
	Iteration 22Q: 3 clusters Score -45053.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45053.984375 Penalty: 596.796021
	Iteration 23Q: 3 clusters Score -45053.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45054.992188 Penalty: 596.796021
	Iteration 24Q: 3 clusters Score -45054.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45056.328125 Penalty: 596.796021
	Iteration 25Q: 3 clusters Score -45056.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45057.867188 Penalty: 596.796021
	Iteration 26Q: 3 clusters Score -45057.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45060.261719 Penalty: 596.796021
	Iteration 27Q: 3 clusters Score -45060.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45061.988281 Penalty: 596.796021
	Iteration 28Q: 3 clusters Score -45061.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45062.789062 Penalty: 596.796021
	Iteration 29Q: 3 clusters Score -45062.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45063.171875 Penalty: 596.796021
	Iteration 30Q: 3 clusters Score -45063.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45063.589844 Penalty: 596.796021
	Iteration 31Q: 3 clusters Score -45063.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45063.808594 Penalty: 596.796021
	Iteration 32Q: 3 clusters Score -45063.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45064.441406 Penalty: 596.796021
	Iteration 33Q: 3 clusters Score -45064.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45065.484375 Penalty: 596.796021
	Iteration 34Q: 3 clusters Score -45065.48 nChanged 2
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: -45066.402344 Penalty: 596.796021
	Iteration 35Q: 3 clusters Score -45066.4 nChanged 0
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: -45066.402344 Penalty: 596.796021
	Iteration 36F: 3 clusters Score -45066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -6181.875977 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -6181.876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5957.059082 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5957.059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5998.482422 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5998.482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6007.215820 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -6007.216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6010.895020 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -6010.895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6021.961914 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -6021.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6023.346191 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -6023.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6026.982910 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -6026.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6026.982910 Penalty: 433.357849
	Iteration 7F: 3 clusters Score -6026.983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -13529.033203 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -13529.03 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 104 members 
Entering Unmasked Estep 
Score: -13224.980469 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -13224.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13300.295898 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -13300.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13327.918945 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -13327.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13338.747070 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -13338.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13348.684570 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -13348.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13351.243164 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -13351.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13357.097656 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -13357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13357.641602 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -13357.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13360.152344 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -13360.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13360.152344 Penalty: 492.052612
	Iteration 9F: 3 clusters Score -13360.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -13823.285156 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -13823.29 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 116 members 
Entering Unmasked Estep 
Score: -13503.557617 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -13503.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13593.888672 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -13593.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13630.754883 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -13630.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13649.485352 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -13649.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13664.669922 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -13664.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13674.227539 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -13674.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13688.574219 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -13688.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13695.817383 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -13695.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13703.938477 Penalty: 495.653107
	Iteration 8Q: 3 clusters Score -13703.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13707.886719 Penalty: 495.653107
	Iteration 9Q: 3 clusters Score -13707.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13712.152344 Penalty: 495.653107
	Iteration 10Q: 3 clusters Score -13712.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13712.152344 Penalty: 495.653107
	Iteration 11F: 3 clusters Score -13712.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -2049.461914 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -2049.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1861.203979 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -1861.204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1893.440186 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -1893.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1897.154907 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -1897.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1897.154907 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -1897.155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -35234.699219 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -35234.7 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 288 members 
Entering Unmasked Estep 
Score: -34693.605469 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34693.61 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34929.093750 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34929.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34999.832031 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -34999.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35037.082031 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -35037.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35087.914062 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -35087.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35127.234375 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -35127.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35152.875000 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -35152.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35175.875000 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -35175.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35200.113281 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -35200.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35221.812500 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -35221.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35232.414062 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -35232.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35247.722656 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -35247.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35257.199219 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -35257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35259.226562 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -35259.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35260.265625 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -35260.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35260.265625 Penalty: 579.035522
	Iteration 15F: 3 clusters Score -35260.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 447 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 133 members 
Entering Unmasked Estep 
Score: -53302204.000000 Penalty: 47402.378906
Splitting cluster 56 changes total score from -53302720.000000 to -53302204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -43096.453125 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -43096.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42495.914062 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -42495.91 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42694.816406 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -42694.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42743.437500 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -42743.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42769.453125 Penalty: 592.026367
	Iteration 3Q: 3 clusters Score -42769.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42800.816406 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -42800.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42848.925781 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -42848.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42872.921875 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -42872.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -42883.125000 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -42883.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42891.839844 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -42891.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42896.429688 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -42896.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -42900.386719 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -42900.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -42904.363281 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -42904.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42905.410156 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -42905.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42908.609375 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -42908.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42911.878906 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -42911.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42921.000000 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -42921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42929.136719 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -42929.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42932.832031 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -42932.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42934.214844 Penalty: 592.026367
	Iteration 18Q: 3 clusters Score -42934.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42934.859375 Penalty: 592.026367
	Iteration 19Q: 3 clusters Score -42934.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42935.015625 Penalty: 592.026367
	Iteration 20F: 3 clusters Score -42935.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42935.839844 Penalty: 592.026367
	Iteration 21Q: 3 clusters Score -42935.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42936.324219 Penalty: 592.026367
	Iteration 22Q: 3 clusters Score -42936.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42936.324219 Penalty: 592.026367
	Iteration 23F: 3 clusters Score -42936.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (83336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Entering Unmasked Estep 
Score: -5171794.000000 Penalty: 515.543945
	Iteration 0F: 2 clusters Score -5171794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5116040.500000 Penalty: 1031.087891
	Iteration 0F: 3 clusters Score -5116040 nChanged 40644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5140112.500000 Penalty: 1031.087891
	Iteration 1F: 3 clusters Score -5140112 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5140813.000000 Penalty: 1031.087891
	Iteration 2Q: 3 clusters Score -5140813 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5142046.500000 Penalty: 1031.087891
	Iteration 3Q: 3 clusters Score -5142046 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -5144159.500000 Penalty: 1031.087891
	Iteration 4F: 3 clusters Score -5144160 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5147607.000000 Penalty: 1031.087891
	Iteration 5F: 3 clusters Score -5147607 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5152516.000000 Penalty: 1031.087891
	Iteration 6F: 3 clusters Score -5152516 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5158050.500000 Penalty: 1031.087891
	Iteration 7F: 3 clusters Score -5158050 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5161031.500000 Penalty: 1031.087891
	Iteration 8F: 3 clusters Score -5161032 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5161720.000000 Penalty: 1031.087891
	Iteration 9Q: 3 clusters Score -5161720 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -5161977.500000 Penalty: 1031.087891
	Iteration 10Q: 3 clusters Score -5161978 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5162165.500000 Penalty: 1031.087891
	Iteration 11Q: 3 clusters Score -5162166 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5162379.500000 Penalty: 1031.087891
	Iteration 12Q: 3 clusters Score -5162380 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -5162512.500000 Penalty: 1031.087891
	Iteration 13Q: 3 clusters Score -5162512 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5162679.500000 Penalty: 1031.087891
	Iteration 14Q: 3 clusters Score -5162680 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5162888.500000 Penalty: 1031.087891
	Iteration 15Q: 3 clusters Score -5162888 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5163093.000000 Penalty: 1031.087891
	Iteration 16Q: 3 clusters Score -5163093 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5163297.000000 Penalty: 1031.087891
	Iteration 17Q: 3 clusters Score -5163297 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5163549.500000 Penalty: 1031.087891
	Iteration 18Q: 3 clusters Score -5163550 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -5163814.500000 Penalty: 1031.087891
	Iteration 19Q: 3 clusters Score -5163814 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5164079.500000 Penalty: 1031.087891
	Iteration 20F: 3 clusters Score -5164080 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5164417.500000 Penalty: 1031.087891
	Iteration 21Q: 3 clusters Score -5164418 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -5164690.500000 Penalty: 1031.087891
	Iteration 22Q: 3 clusters Score -5164690 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5165038.500000 Penalty: 1031.087891
	Iteration 23Q: 3 clusters Score -5165038 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -5165443.000000 Penalty: 1031.087891
	Iteration 24Q: 3 clusters Score -5165443 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -5165869.500000 Penalty: 1031.087891
	Iteration 25Q: 3 clusters Score -5165870 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -5166253.000000 Penalty: 1031.087891
	Iteration 26Q: 3 clusters Score -5166253 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5166687.500000 Penalty: 1031.087891
	Iteration 27Q: 3 clusters Score -5166688 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5167060.000000 Penalty: 1031.087891
	Iteration 28Q: 3 clusters Score -5167060 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5167375.000000 Penalty: 1031.087891
	Iteration 29Q: 3 clusters Score -5167375 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5167589.500000 Penalty: 1031.087891
	Iteration 30Q: 3 clusters Score -5167590 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5167779.000000 Penalty: 1031.087891
	Iteration 31Q: 3 clusters Score -5167779 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5167914.000000 Penalty: 1031.087891
	Iteration 32Q: 3 clusters Score -5167914 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -5168053.000000 Penalty: 1031.087891
	Iteration 33Q: 3 clusters Score -5168053 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -5168084.000000 Penalty: 1031.087891
	Iteration 34Q: 3 clusters Score -5168084 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5168167.000000 Penalty: 1031.087891
	Iteration 35Q: 3 clusters Score -5168167 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5168213.500000 Penalty: 1031.087891
	Iteration 36Q: 3 clusters Score -5168214 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5168274.000000 Penalty: 1031.087891
	Iteration 37Q: 3 clusters Score -5168274 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5168259.500000 Penalty: 1031.087891
	Iteration 38Q: 3 clusters Score -5168260 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5168287.500000 Penalty: 1031.087891
	Iteration 39Q: 3 clusters Score -5168288 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -5168322.000000 Penalty: 1031.087891
	Iteration 40F: 3 clusters Score -5168322 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5168338.000000 Penalty: 1031.087891
	Iteration 41Q: 3 clusters Score -5168338 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5168324.500000 Penalty: 1031.087891
	Iteration 42Q: 3 clusters Score -5168324 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -5168320.000000 Penalty: 1031.087891
	Iteration 43Q: 3 clusters Score -5168320 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -5168323.000000 Penalty: 1031.087891
	Iteration 44Q: 3 clusters Score -5168323 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5168322.000000 Penalty: 1031.087891
	Iteration 45Q: 3 clusters Score -5168322 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5168328.000000 Penalty: 1031.087891
	Iteration 46Q: 3 clusters Score -5168328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5168314.500000 Penalty: 1031.087891
	Iteration 47Q: 3 clusters Score -5168314 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5168325.000000 Penalty: 1031.087891
	Iteration 48Q: 3 clusters Score -5168325 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -5168338.500000 Penalty: 1031.087891
	Iteration 49Q: 3 clusters Score -5168338 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -5168347.500000 Penalty: 1031.087891
	Iteration 50Q: 3 clusters Score -5168348 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5168351.000000 Penalty: 1031.087891
	Iteration 51Q: 3 clusters Score -5168351 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5168358.500000 Penalty: 1031.087891
	Iteration 52Q: 3 clusters Score -5168358 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -5168371.000000 Penalty: 1031.087891
	Iteration 53Q: 3 clusters Score -5168371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -5168364.000000 Penalty: 1031.087891
	Iteration 54Q: 3 clusters Score -5168364 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5168379.500000 Penalty: 1031.087891
	Iteration 55Q: 3 clusters Score -5168380 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5168384.000000 Penalty: 1031.087891
	Iteration 56Q: 3 clusters Score -5168384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5168381.000000 Penalty: 1031.087891
	Iteration 57Q: 3 clusters Score -5168381 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -5168365.000000 Penalty: 1031.087891
	Iteration 58Q: 3 clusters Score -5168365 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5168379.000000 Penalty: 1031.087891
	Iteration 59Q: 3 clusters Score -5168379 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -5168372.000000 Penalty: 1031.087891
	Iteration 60F: 3 clusters Score -5168372 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -5168364.500000 Penalty: 1031.087891
	Iteration 61Q: 3 clusters Score -5168364 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -5168374.000000 Penalty: 1031.087891
	Iteration 62Q: 3 clusters Score -5168374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -5168364.000000 Penalty: 1031.087891
	Iteration 63Q: 3 clusters Score -5168364 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -5168346.500000 Penalty: 1031.087891
	Iteration 64Q: 3 clusters Score -5168346 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5168360.000000 Penalty: 1031.087891
	Iteration 65Q: 3 clusters Score -5168360 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5168363.500000 Penalty: 1031.087891
	Iteration 66Q: 3 clusters Score -5168364 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -5168366.500000 Penalty: 1031.087891
	Iteration 67Q: 3 clusters Score -5168366 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -5168347.500000 Penalty: 1031.087891
	Iteration 68Q: 3 clusters Score -5168348 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -5168335.500000 Penalty: 1031.087891
	Iteration 69Q: 3 clusters Score -5168336 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 50043 members 
Entering Unmasked Estep 
Score: -5168325.500000 Penalty: 1031.087891
	Iteration 70Q: 3 clusters Score -5168326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -5168340.500000 Penalty: 1031.087891
	Iteration 71Q: 3 clusters Score -5168340 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -5168344.000000 Penalty: 1031.087891
	Iteration 72Q: 3 clusters Score -5168344 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -5168334.000000 Penalty: 1031.087891
	Iteration 73Q: 3 clusters Score -5168334 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -5168342.000000 Penalty: 1031.087891
	Iteration 74Q: 3 clusters Score -5168342 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -5168348.000000 Penalty: 1031.087891
	Iteration 75Q: 3 clusters Score -5168348 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -5168345.000000 Penalty: 1031.087891
	Iteration 76Q: 3 clusters Score -5168345 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -5168353.500000 Penalty: 1031.087891
	Iteration 77Q: 3 clusters Score -5168354 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -5168354.000000 Penalty: 1031.087891
	Iteration 78Q: 3 clusters Score -5168354 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -5168349.000000 Penalty: 1031.087891
	Iteration 79Q: 3 clusters Score -5168349 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -5168376.000000 Penalty: 1031.087891
	Iteration 80F: 3 clusters Score -5168376 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -5168367.000000 Penalty: 1031.087891
	Iteration 81Q: 3 clusters Score -5168367 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -5168380.000000 Penalty: 1031.087891
	Iteration 82Q: 3 clusters Score -5168380 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -5168405.500000 Penalty: 1031.087891
	Iteration 83Q: 3 clusters Score -5168406 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -5168415.500000 Penalty: 1031.087891
	Iteration 84Q: 3 clusters Score -5168416 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -5168405.500000 Penalty: 1031.087891
	Iteration 85Q: 3 clusters Score -5168406 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -5168383.000000 Penalty: 1031.087891
	Iteration 86Q: 3 clusters Score -5168383 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -5168406.000000 Penalty: 1031.087891
	Iteration 87Q: 3 clusters Score -5168406 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -5168430.500000 Penalty: 1031.087891
	Iteration 88Q: 3 clusters Score -5168430 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -5168445.500000 Penalty: 1031.087891
	Iteration 89Q: 3 clusters Score -5168446 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -5168461.500000 Penalty: 1031.087891
	Iteration 90Q: 3 clusters Score -5168462 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -5168455.000000 Penalty: 1031.087891
	Iteration 91Q: 3 clusters Score -5168455 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -5168449.000000 Penalty: 1031.087891
	Iteration 92Q: 3 clusters Score -5168449 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -5168461.000000 Penalty: 1031.087891
	Iteration 93Q: 3 clusters Score -5168461 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -5168476.000000 Penalty: 1031.087891
	Iteration 94Q: 3 clusters Score -5168476 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -5168486.000000 Penalty: 1031.087891
	Iteration 95Q: 3 clusters Score -5168486 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -5168490.500000 Penalty: 1031.087891
	Iteration 96Q: 3 clusters Score -5168490 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -5168515.000000 Penalty: 1031.087891
	Iteration 97Q: 3 clusters Score -5168515 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -5168538.500000 Penalty: 1031.087891
	Iteration 98Q: 3 clusters Score -5168538 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -5168526.500000 Penalty: 1031.087891
	Iteration 99Q: 3 clusters Score -5168526 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -5168557.500000 Penalty: 1031.087891
	Iteration 100F: 3 clusters Score -5168558 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -5168571.000000 Penalty: 1031.087891
	Iteration 101Q: 3 clusters Score -5168571 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -5168592.000000 Penalty: 1031.087891
	Iteration 102Q: 3 clusters Score -5168592 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -5168627.500000 Penalty: 1031.087891
	Iteration 103Q: 3 clusters Score -5168628 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -5168657.500000 Penalty: 1031.087891
	Iteration 104Q: 3 clusters Score -5168658 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -5168673.500000 Penalty: 1031.087891
	Iteration 105Q: 3 clusters Score -5168674 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -5168696.000000 Penalty: 1031.087891
	Iteration 106Q: 3 clusters Score -5168696 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -5168738.000000 Penalty: 1031.087891
	Iteration 107Q: 3 clusters Score -5168738 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -5168773.000000 Penalty: 1031.087891
	Iteration 108Q: 3 clusters Score -5168773 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -5168772.000000 Penalty: 1031.087891
	Iteration 109Q: 3 clusters Score -5168772 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -5168808.000000 Penalty: 1031.087891
	Iteration 110Q: 3 clusters Score -5168808 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -5168846.000000 Penalty: 1031.087891
	Iteration 111Q: 3 clusters Score -5168846 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -5168851.000000 Penalty: 1031.087891
	Iteration 112Q: 3 clusters Score -5168851 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -5168922.000000 Penalty: 1031.087891
	Iteration 113Q: 3 clusters Score -5168922 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -5168969.500000 Penalty: 1031.087891
	Iteration 114Q: 3 clusters Score -5168970 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -5169018.000000 Penalty: 1031.087891
	Iteration 115Q: 3 clusters Score -5169018 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -5169050.500000 Penalty: 1031.087891
	Iteration 116Q: 3 clusters Score -5169050 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -5169087.500000 Penalty: 1031.087891
	Iteration 117Q: 3 clusters Score -5169088 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -5169141.000000 Penalty: 1031.087891
	Iteration 118Q: 3 clusters Score -5169141 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -5169195.000000 Penalty: 1031.087891
	Iteration 119Q: 3 clusters Score -5169195 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -5169236.500000 Penalty: 1031.087891
	Iteration 120F: 3 clusters Score -5169236 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -5169313.000000 Penalty: 1031.087891
	Iteration 121Q: 3 clusters Score -5169313 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -5169397.000000 Penalty: 1031.087891
	Iteration 122Q: 3 clusters Score -5169397 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -5169472.500000 Penalty: 1031.087891
	Iteration 123Q: 3 clusters Score -5169472 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -5169515.500000 Penalty: 1031.087891
	Iteration 124Q: 3 clusters Score -5169516 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -5169632.500000 Penalty: 1031.087891
	Iteration 125Q: 3 clusters Score -5169632 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -5169813.000000 Penalty: 1031.087891
	Iteration 126Q: 3 clusters Score -5169813 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -5169951.500000 Penalty: 1031.087891
	Iteration 127Q: 3 clusters Score -5169952 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -5170159.500000 Penalty: 1031.087891
	Iteration 128Q: 3 clusters Score -5170160 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -5170329.000000 Penalty: 1031.087891
	Iteration 129Q: 3 clusters Score -5170329 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -5170442.500000 Penalty: 1031.087891
	Iteration 130Q: 3 clusters Score -5170442 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -5170570.000000 Penalty: 1031.087891
	Iteration 131Q: 3 clusters Score -5170570 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -5170713.500000 Penalty: 1031.087891
	Iteration 132Q: 3 clusters Score -5170714 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -5170830.000000 Penalty: 1031.087891
	Iteration 133Q: 3 clusters Score -5170830 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -5170909.500000 Penalty: 1031.087891
	Iteration 134Q: 3 clusters Score -5170910 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -5170978.500000 Penalty: 1031.087891
	Iteration 135Q: 3 clusters Score -5170978 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -5171028.500000 Penalty: 1031.087891
	Iteration 136Q: 3 clusters Score -5171028 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -5171082.500000 Penalty: 1031.087891
	Iteration 137Q: 3 clusters Score -5171082 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -5171127.000000 Penalty: 1031.087891
	Iteration 138Q: 3 clusters Score -5171127 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -5171172.500000 Penalty: 1031.087891
	Iteration 139Q: 3 clusters Score -5171172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -5171215.500000 Penalty: 1031.087891
	Iteration 140F: 3 clusters Score -5171216 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -5171259.500000 Penalty: 1031.087891
	Iteration 141Q: 3 clusters Score -5171260 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -5171298.500000 Penalty: 1031.087891
	Iteration 142Q: 3 clusters Score -5171298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -5171329.000000 Penalty: 1031.087891
	Iteration 143Q: 3 clusters Score -5171329 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -5171339.000000 Penalty: 1031.087891
	Iteration 144Q: 3 clusters Score -5171339 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -5171346.500000 Penalty: 1031.087891
	Iteration 145Q: 3 clusters Score -5171346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -5171345.500000 Penalty: 1031.087891
	Iteration 146Q: 3 clusters Score -5171346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -5171366.500000 Penalty: 1031.087891
	Iteration 147Q: 3 clusters Score -5171366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -5171368.500000 Penalty: 1031.087891
	Iteration 148Q: 3 clusters Score -5171368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -5171382.000000 Penalty: 1031.087891
	Iteration 149Q: 3 clusters Score -5171382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -5171393.000000 Penalty: 1031.087891
	Iteration 150Q: 3 clusters Score -5171393 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -5171384.500000 Penalty: 1031.087891
	Iteration 151Q: 3 clusters Score -5171384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -5171403.000000 Penalty: 1031.087891
	Iteration 152Q: 3 clusters Score -5171403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -5171406.500000 Penalty: 1031.087891
	Iteration 153Q: 3 clusters Score -5171406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -5171419.000000 Penalty: 1031.087891
	Iteration 154Q: 3 clusters Score -5171419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -5171435.500000 Penalty: 1031.087891
	Iteration 155Q: 3 clusters Score -5171436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -5171447.000000 Penalty: 1031.087891
	Iteration 156Q: 3 clusters Score -5171447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -5171438.000000 Penalty: 1031.087891
	Iteration 157Q: 3 clusters Score -5171438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -5171429.500000 Penalty: 1031.087891
	Iteration 158Q: 3 clusters Score -5171430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -5171420.500000 Penalty: 1031.087891
	Iteration 159Q: 3 clusters Score -5171420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -5171431.500000 Penalty: 1031.087891
	Iteration 160F: 3 clusters Score -5171432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -5171423.000000 Penalty: 1031.087891
	Iteration 161Q: 3 clusters Score -5171423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -5171438.000000 Penalty: 1031.087891
	Iteration 162Q: 3 clusters Score -5171438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -5171434.000000 Penalty: 1031.087891
	Iteration 163Q: 3 clusters Score -5171434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -5171429.000000 Penalty: 1031.087891
	Iteration 164Q: 3 clusters Score -5171429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -5171435.500000 Penalty: 1031.087891
	Iteration 165Q: 3 clusters Score -5171436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -5171432.500000 Penalty: 1031.087891
	Iteration 166Q: 3 clusters Score -5171432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -5171427.500000 Penalty: 1031.087891
	Iteration 167Q: 3 clusters Score -5171428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -5171431.500000 Penalty: 1031.087891
	Iteration 168Q: 3 clusters Score -5171432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -5171438.500000 Penalty: 1031.087891
	Iteration 169Q: 3 clusters Score -5171438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -5171434.500000 Penalty: 1031.087891
	Iteration 170Q: 3 clusters Score -5171434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -5171431.000000 Penalty: 1031.087891
	Iteration 171Q: 3 clusters Score -5171431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -5171435.500000 Penalty: 1031.087891
	Iteration 172Q: 3 clusters Score -5171436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -5171434.500000 Penalty: 1031.087891
	Iteration 173Q: 3 clusters Score -5171434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -5171435.000000 Penalty: 1031.087891
	Iteration 174Q: 3 clusters Score -5171435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -5171439.500000 Penalty: 1031.087891
	Iteration 175Q: 3 clusters Score -5171440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -5171446.500000 Penalty: 1031.087891
	Iteration 176Q: 3 clusters Score -5171446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -5171449.500000 Penalty: 1031.087891
	Iteration 177Q: 3 clusters Score -5171450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -5171449.000000 Penalty: 1031.087891
	Iteration 178Q: 3 clusters Score -5171449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -5171446.500000 Penalty: 1031.087891
	Iteration 179Q: 3 clusters Score -5171446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -5171457.500000 Penalty: 1031.087891
	Iteration 180F: 3 clusters Score -5171458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -5171448.500000 Penalty: 1031.087891
	Iteration 181Q: 3 clusters Score -5171448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -5171449.500000 Penalty: 1031.087891
	Iteration 182Q: 3 clusters Score -5171450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -5171453.000000 Penalty: 1031.087891
	Iteration 183Q: 3 clusters Score -5171453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -5171454.000000 Penalty: 1031.087891
	Iteration 184Q: 3 clusters Score -5171454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -5171454.000000 Penalty: 1031.087891
	Iteration 185Q: 3 clusters Score -5171454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -5171455.000000 Penalty: 1031.087891
	Iteration 186Q: 3 clusters Score -5171455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -5171458.500000 Penalty: 1031.087891
	Iteration 187Q: 3 clusters Score -5171458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -5171454.500000 Penalty: 1031.087891
	Iteration 188Q: 3 clusters Score -5171454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -5171453.000000 Penalty: 1031.087891
	Iteration 189Q: 3 clusters Score -5171453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -5171455.000000 Penalty: 1031.087891
	Iteration 190Q: 3 clusters Score -5171455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -5171452.000000 Penalty: 1031.087891
	Iteration 191Q: 3 clusters Score -5171452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -5171456.000000 Penalty: 1031.087891
	Iteration 192Q: 3 clusters Score -5171456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -5171460.000000 Penalty: 1031.087891
	Iteration 193Q: 3 clusters Score -5171460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -5171459.500000 Penalty: 1031.087891
	Iteration 194Q: 3 clusters Score -5171460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -5171459.000000 Penalty: 1031.087891
	Iteration 195Q: 3 clusters Score -5171459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -5171455.500000 Penalty: 1031.087891
	Iteration 196Q: 3 clusters Score -5171456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -5171457.500000 Penalty: 1031.087891
	Iteration 197Q: 3 clusters Score -5171458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -5171457.500000 Penalty: 1031.087891
	Iteration 198Q: 3 clusters Score -5171458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -5171447.000000 Penalty: 1031.087891
	Iteration 199Q: 3 clusters Score -5171447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -5171447.500000 Penalty: 1031.087891
	Iteration 200F: 3 clusters Score -5171448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16477.279297 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -16477.28 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 132 members 
Entering Unmasked Estep 
Score: -16126.445312 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -16126.45 nChanged 71
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: -16225.138672 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -16225.14 nChanged 26
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: -16268.656250 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -16268.66 nChanged 13
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: -16278.024414 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -16278.02 nChanged 3
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: -16282.124023 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -16282.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16285.713867 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -16285.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16289.084961 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -16289.08 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: -16289.269531 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -16289.27 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: -16289.269531 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -16289.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -75964.718750 Penalty: 321.756592
	Iteration 0F: 2 clusters Score -75964.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -75041.812500 Penalty: 643.513184
	Iteration 0F: 3 clusters Score -75041.81 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75356.476562 Penalty: 643.513184
	Iteration 1F: 3 clusters Score -75356.48 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75443.039062 Penalty: 643.513184
	Iteration 2F: 3 clusters Score -75443.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75486.468750 Penalty: 643.513184
	Iteration 3F: 3 clusters Score -75486.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75525.953125 Penalty: 643.513184
	Iteration 4Q: 3 clusters Score -75525.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75561.343750 Penalty: 643.513184
	Iteration 5Q: 3 clusters Score -75561.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -75584.578125 Penalty: 643.513184
	Iteration 6Q: 3 clusters Score -75584.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75618.507812 Penalty: 643.513184
	Iteration 7Q: 3 clusters Score -75618.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75664.664062 Penalty: 643.513184
	Iteration 8Q: 3 clusters Score -75664.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -75739.539062 Penalty: 643.513184
	Iteration 9F: 3 clusters Score -75739.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -75781.015625 Penalty: 643.513184
	Iteration 10Q: 3 clusters Score -75781.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -75797.484375 Penalty: 643.513184
	Iteration 11Q: 3 clusters Score -75797.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75803.617188 Penalty: 643.513184
	Iteration 12Q: 3 clusters Score -75803.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75811.164062 Penalty: 643.513184
	Iteration 13Q: 3 clusters Score -75811.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75813.593750 Penalty: 643.513184
	Iteration 14Q: 3 clusters Score -75813.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75814.992188 Penalty: 643.513184
	Iteration 15Q: 3 clusters Score -75814.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75816.671875 Penalty: 643.513184
	Iteration 16Q: 3 clusters Score -75816.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -75816.968750 Penalty: 643.513184
	Iteration 17Q: 3 clusters Score -75816.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -75816.968750 Penalty: 643.513184
	Iteration 18F: 3 clusters Score -75816.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -65906.039062 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -65906.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65102.425781 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -65102.43 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65400.785156 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -65400.79 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65507.382812 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -65507.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65573.359375 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -65573.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65624.218750 Penalty: 630.496948
	Iteration 4F: 3 clusters Score -65624.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65649.406250 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -65649.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65659.015625 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -65659.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65661.289062 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -65661.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65662.867188 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -65662.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65663.140625 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -65663.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65663.140625 Penalty: 630.496948
	Iteration 10F: 3 clusters Score -65663.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -9676.716797 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9676.717 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 97 members 
Entering Unmasked Estep 
Score: -9468.296875 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9468.297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9641.369141 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9641.369 nChanged 15
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: -9680.844727 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9680.845 nChanged 5
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: -9691.458984 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9691.459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9693.084961 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9693.085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9697.170898 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9697.171 nChanged 1
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: -9701.289062 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9701.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9702.842773 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9702.843 nChanged 1
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: -9704.790039 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9704.79 nChanged 1
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: -9706.526367 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -9706.526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9706.983398 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -9706.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9706.983398 Penalty: 478.432068
	Iteration 11F: 3 clusters Score -9706.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 102 members 
Entering Unmasked Estep 
Score: -53302156.000000 Penalty: 47402.378906
Splitting cluster 62 changes total score from -53302720.000000 to -53302156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -11130.546875 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -11130.55 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 110 members 
Entering Unmasked Estep 
Score: -10843.672852 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -10843.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10926.570312 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10926.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10953.891602 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10953.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10968.320312 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10968.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10983.046875 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10983.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10992.256836 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10992.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10999.894531 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -10999.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11003.012695 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11003.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11009.780273 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11009.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11016.684570 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -11016.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11016.684570 Penalty: 480.308441
	Iteration 10F: 3 clusters Score -11016.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28625.707031 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28625.71 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 227 members 
Entering Unmasked Estep 
Score: -28158.248047 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -28158.25 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28288.460938 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28288.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28327.312500 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28327.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28353.384766 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -28353.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28373.974609 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28373.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28402.150391 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28402.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28418.978516 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28418.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28437.183594 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28437.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28456.958984 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28456.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28472.876953 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28472.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28474.287109 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28474.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28474.597656 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28478.292969 Penalty: 554.924744
	Iteration 12F: 3 clusters Score -28478.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28483.208984 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28483.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28485.433594 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -28485.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28485.589844 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -28485.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28486.695312 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -28486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28486.695312 Penalty: 554.924744
	Iteration 17F: 3 clusters Score -28486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7844.752930 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7844.753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7601.214844 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -7601.215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7674.112305 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7674.112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7706.196777 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -7706.197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7714.929688 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7714.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7718.006348 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7718.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7719.100098 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7719.814453 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -7719.814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7719.814453 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -7719.814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -12711.738281 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -12711.74 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 96 members 
Entering Unmasked Estep 
Score: -12467.683594 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -12467.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12517.376953 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -12517.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12530.333008 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -12530.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12538.086914 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -12538.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12541.121094 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -12541.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12543.673828 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -12543.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12544.663086 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -12544.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12544.663086 Penalty: 472.052094
	Iteration 7F: 3 clusters Score -12544.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -11436.463867 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -11436.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11138.410156 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11138.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11332.124023 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11332.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11388.489258 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11388.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11417.597656 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11428.870117 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11428.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11453.617188 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11453.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11462.072266 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -11462.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11467.960938 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -11467.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11468.823242 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -11468.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11469.893555 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -11469.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11469.893555 Penalty: 502.816223
	Iteration 10F: 3 clusters Score -11469.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 108 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Mstep: Class 76 contains 143 members 
Entering Unmasked Estep 
Score: -53302188.000000 Penalty: 47402.378906
Splitting cluster 67 changes total score from -53302720.000000 to -53302188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (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: -8372.638672 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8372.639 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 67 members 
Entering Unmasked Estep 
Score: -8141.222168 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8141.222 nChanged 35
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: -8257.999023 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8257.999 nChanged 11
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: -8282.936523 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -8282.937 nChanged 4
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: -8295.880859 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8295.881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8302.896484 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8302.896 nChanged 3
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: -8309.055664 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8309.056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8321.385742 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -8321.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8328.086914 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -8328.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8341.753906 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -8341.754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8363.306641 Penalty: 448.380096
	Iteration 9Q: 3 clusters Score -8363.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8363.306641 Penalty: 448.380096
	Iteration 10F: 3 clusters Score -8363.307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -24257.476562 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -24257.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23861.853516 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -23861.85 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23963.326172 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -23963.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24005.279297 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -24005.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24038.269531 Penalty: 540.075378
	Iteration 3F: 3 clusters Score -24038.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24062.453125 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -24062.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24088.550781 Penalty: 540.075378
	Iteration 5F: 3 clusters Score -24088.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24103.222656 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -24103.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24115.675781 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -24115.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24123.341797 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -24123.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24145.644531 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -24145.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24168.345703 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -24168.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24180.380859 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -24180.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24183.851562 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -24183.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24184.580078 Penalty: 540.075378
	Iteration 13Q: 3 clusters Score -24184.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24185.074219 Penalty: 540.075378
	Iteration 14Q: 3 clusters Score -24185.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24185.074219 Penalty: 540.075378
	Iteration 15F: 3 clusters Score -24185.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -30407.638672 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -30407.64 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 242 members 
Entering Unmasked Estep 
Score: -29952.207031 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -29952.21 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30056.394531 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -30056.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30085.320312 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -30085.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30106.945312 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -30106.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30122.443359 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -30122.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30140.404297 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -30140.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30148.763672 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -30148.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30154.748047 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -30154.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30156.904297 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -30156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30158.507812 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -30158.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30160.470703 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -30160.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30165.009766 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -30165.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30170.673828 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -30170.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30174.728516 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -30174.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30178.298828 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -30178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30183.267578 Penalty: 556.345093
	Iteration 15Q: 3 clusters Score -30183.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30187.580078 Penalty: 556.345093
	Iteration 16Q: 3 clusters Score -30187.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30197.267578 Penalty: 556.345093
	Iteration 17Q: 3 clusters Score -30197.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30200.322266 Penalty: 556.345093
	Iteration 18Q: 3 clusters Score -30200.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30201.650391 Penalty: 556.345093
	Iteration 19Q: 3 clusters Score -30201.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30203.457031 Penalty: 556.345093
	Iteration 20F: 3 clusters Score -30203.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30204.384766 Penalty: 556.345093
	Iteration 21Q: 3 clusters Score -30204.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30205.554688 Penalty: 556.345093
	Iteration 22Q: 3 clusters Score -30205.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30205.843750 Penalty: 556.345093
	Iteration 23Q: 3 clusters Score -30205.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30206.800781 Penalty: 556.345093
	Iteration 24Q: 3 clusters Score -30206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30207.806641 Penalty: 556.345093
	Iteration 25Q: 3 clusters Score -30207.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30207.806641 Penalty: 556.345093
	Iteration 26F: 3 clusters Score -30207.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -29854.806641 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -29854.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29356.660156 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -29356.66 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29557.826172 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -29557.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29650.929688 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -29650.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29729.609375 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -29729.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29754.134766 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -29754.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29767.152344 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -29767.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29774.736328 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -29774.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29776.294922 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -29776.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29776.621094 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -29776.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29778.117188 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -29778.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29779.076172 Penalty: 565.529358
	Iteration 10Q: 3 clusters Score -29779.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29781.121094 Penalty: 565.529358
	Iteration 11Q: 3 clusters Score -29781.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29782.470703 Penalty: 565.529358
	Iteration 12Q: 3 clusters Score -29782.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29782.960938 Penalty: 565.529358
	Iteration 13Q: 3 clusters Score -29782.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29783.802734 Penalty: 565.529358
	Iteration 14Q: 3 clusters Score -29783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29784.246094 Penalty: 565.529358
	Iteration 15Q: 3 clusters Score -29784.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29784.246094 Penalty: 565.529358
	Iteration 16F: 3 clusters Score -29784.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -32942.945312 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -32942.95 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 200 members 
Entering Unmasked Estep 
Score: -32515.205078 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -32515.21 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32609.478516 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -32609.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32627.513672 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -32627.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32648.181641 Penalty: 555.941528
	Iteration 3Q: 3 clusters Score -32648.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32659.447266 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -32659.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32668.082031 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -32668.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32676.406250 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -32676.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32681.880859 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -32681.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32687.880859 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -32687.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32690.398438 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -32690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32692.134766 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -32692.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32692.943359 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -32692.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32694.371094 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -32694.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -32696.832031 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -32696.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32699.220703 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -32699.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32700.746094 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -32700.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32701.095703 Penalty: 555.941528
	Iteration 16Q: 3 clusters Score -32701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32701.095703 Penalty: 555.941528
	Iteration 17F: 3 clusters Score -32701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -24537.484375 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24537.48 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 196 members 
Entering Unmasked Estep 
Score: -24106.205078 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -24106.21 nChanged 129
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: -24239.423828 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -24239.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24267.779297 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -24267.78 nChanged 16
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: -24285.011719 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -24285.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24295.587891 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -24295.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24305.001953 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -24305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24310.931641 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -24310.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24314.789062 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -24314.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24320.818359 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -24320.82 nChanged 1
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: -24321.548828 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -24321.55 nChanged 0
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: -24321.548828 Penalty: 543.384827
	Iteration 10F: 3 clusters Score -24321.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (86046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Entering Unmasked Estep 
Score: -5353995.500000 Penalty: 517.000000
	Iteration 0F: 2 clusters Score -5353996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -5297359.000000 Penalty: 1034.000000
	Iteration 0F: 3 clusters Score -5297359 nChanged 41869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -5323289.000000 Penalty: 1034.000000
	Iteration 1F: 3 clusters Score -5323289 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -5326159.500000 Penalty: 1034.000000
	Iteration 2F: 3 clusters Score -5326160 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -5331074.500000 Penalty: 1034.000000
	Iteration 3F: 3 clusters Score -5331074 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -5338244.000000 Penalty: 1034.000000
	Iteration 4F: 3 clusters Score -5338244 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -5345580.000000 Penalty: 1034.000000
	Iteration 5F: 3 clusters Score -5345580 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -5350204.000000 Penalty: 1034.000000
	Iteration 6F: 3 clusters Score -5350204 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -5352238.000000 Penalty: 1034.000000
	Iteration 7Q: 3 clusters Score -5352238 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -5353053.500000 Penalty: 1034.000000
	Iteration 8Q: 3 clusters Score -5353054 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -5353341.000000 Penalty: 1034.000000
	Iteration 9Q: 3 clusters Score -5353341 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -5353507.500000 Penalty: 1034.000000
	Iteration 10Q: 3 clusters Score -5353508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -5353550.000000 Penalty: 1034.000000
	Iteration 11Q: 3 clusters Score -5353550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -5353575.000000 Penalty: 1034.000000
	Iteration 12Q: 3 clusters Score -5353575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -5353588.500000 Penalty: 1034.000000
	Iteration 13Q: 3 clusters Score -5353588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -5353601.000000 Penalty: 1034.000000
	Iteration 14Q: 3 clusters Score -5353601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -5353614.000000 Penalty: 1034.000000
	Iteration 15Q: 3 clusters Score -5353614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -5353614.500000 Penalty: 1034.000000
	Iteration 16Q: 3 clusters Score -5353614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -5353619.000000 Penalty: 1034.000000
	Iteration 17Q: 3 clusters Score -5353619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -5353620.000000 Penalty: 1034.000000
	Iteration 18Q: 3 clusters Score -5353620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -5353620.000000 Penalty: 1034.000000
	Iteration 19Q: 3 clusters Score -5353620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -5353616.500000 Penalty: 1034.000000
	Iteration 20F: 3 clusters Score -5353616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -5353620.000000 Penalty: 1034.000000
	Iteration 21Q: 3 clusters Score -5353620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -5353623.500000 Penalty: 1034.000000
	Iteration 22Q: 3 clusters Score -5353624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -5353621.500000 Penalty: 1034.000000
	Iteration 23Q: 3 clusters Score -5353622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -5353626.000000 Penalty: 1034.000000
	Iteration 24Q: 3 clusters Score -5353626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -5353625.500000 Penalty: 1034.000000
	Iteration 25Q: 3 clusters Score -5353626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -5353624.500000 Penalty: 1034.000000
	Iteration 26Q: 3 clusters Score -5353624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -5353622.500000 Penalty: 1034.000000
	Iteration 27Q: 3 clusters Score -5353622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -5353624.500000 Penalty: 1034.000000
	Iteration 28Q: 3 clusters Score -5353624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -5353626.000000 Penalty: 1034.000000
	Iteration 29Q: 3 clusters Score -5353626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -5353626.000000 Penalty: 1034.000000
	Iteration 30Q: 3 clusters Score -5353626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -5353629.000000 Penalty: 1034.000000
	Iteration 31Q: 3 clusters Score -5353629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -5353629.000000 Penalty: 1034.000000
	Iteration 32F: 3 clusters Score -5353629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -356695.156250 Penalty: 393.693176
	Iteration 0F: 2 clusters Score -356695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -352837.500000 Penalty: 787.386353
	Iteration 0F: 3 clusters Score -352837.5 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -354242.531250 Penalty: 787.386353
	Iteration 1F: 3 clusters Score -354242.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -354369.000000 Penalty: 787.386353
	Iteration 2F: 3 clusters Score -354369 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -354524.343750 Penalty: 787.386353
	Iteration 3F: 3 clusters Score -354524.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -354764.968750 Penalty: 787.386353
	Iteration 4F: 3 clusters Score -354765 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -355117.937500 Penalty: 787.386353
	Iteration 5F: 3 clusters Score -355117.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -355466.593750 Penalty: 787.386353
	Iteration 6F: 3 clusters Score -355466.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -355678.468750 Penalty: 787.386353
	Iteration 7F: 3 clusters Score -355678.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -355795.500000 Penalty: 787.386353
	Iteration 8Q: 3 clusters Score -355795.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -355869.437500 Penalty: 787.386353
	Iteration 9Q: 3 clusters Score -355869.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -355940.562500 Penalty: 787.386353
	Iteration 10Q: 3 clusters Score -355940.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -355988.687500 Penalty: 787.386353
	Iteration 11Q: 3 clusters Score -355988.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -356033.312500 Penalty: 787.386353
	Iteration 12Q: 3 clusters Score -356033.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -356078.375000 Penalty: 787.386353
	Iteration 13Q: 3 clusters Score -356078.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -356138.562500 Penalty: 787.386353
	Iteration 14Q: 3 clusters Score -356138.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -356206.875000 Penalty: 787.386353
	Iteration 15Q: 3 clusters Score -356206.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -356287.750000 Penalty: 787.386353
	Iteration 16Q: 3 clusters Score -356287.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -356367.687500 Penalty: 787.386353
	Iteration 17Q: 3 clusters Score -356367.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -356422.218750 Penalty: 787.386353
	Iteration 18Q: 3 clusters Score -356422.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -356460.062500 Penalty: 787.386353
	Iteration 19Q: 3 clusters Score -356460.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -356486.906250 Penalty: 787.386353
	Iteration 20F: 3 clusters Score -356486.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -356502.312500 Penalty: 787.386353
	Iteration 21Q: 3 clusters Score -356502.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -356510.000000 Penalty: 787.386353
	Iteration 22Q: 3 clusters Score -356510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -356513.843750 Penalty: 787.386353
	Iteration 23Q: 3 clusters Score -356513.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -356519.062500 Penalty: 787.386353
	Iteration 24Q: 3 clusters Score -356519.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -356522.687500 Penalty: 787.386353
	Iteration 25Q: 3 clusters Score -356522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -356524.156250 Penalty: 787.386353
	Iteration 26Q: 3 clusters Score -356524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -356526.375000 Penalty: 787.386353
	Iteration 27Q: 3 clusters Score -356526.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -356526.937500 Penalty: 787.386353
	Iteration 28Q: 3 clusters Score -356526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -356528.500000 Penalty: 787.386353
	Iteration 29Q: 3 clusters Score -356528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -356529.312500 Penalty: 787.386353
	Iteration 30Q: 3 clusters Score -356529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -356529.375000 Penalty: 787.386353
	Iteration 31Q: 3 clusters Score -356529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -356530.531250 Penalty: 787.386353
	Iteration 32Q: 3 clusters Score -356530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -356531.750000 Penalty: 787.386353
	Iteration 33Q: 3 clusters Score -356531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -356533.093750 Penalty: 787.386353
	Iteration 34Q: 3 clusters Score -356533.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -356534.000000 Penalty: 787.386353
	Iteration 35Q: 3 clusters Score -356534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -356536.531250 Penalty: 787.386353
	Iteration 36Q: 3 clusters Score -356536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -356537.843750 Penalty: 787.386353
	Iteration 37Q: 3 clusters Score -356537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -356537.656250 Penalty: 787.386353
	Iteration 38Q: 3 clusters Score -356537.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -356538.187500 Penalty: 787.386353
	Iteration 39Q: 3 clusters Score -356538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -356539.437500 Penalty: 787.386353
	Iteration 40F: 3 clusters Score -356539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -356541.031250 Penalty: 787.386353
	Iteration 41Q: 3 clusters Score -356541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -356542.062500 Penalty: 787.386353
	Iteration 42Q: 3 clusters Score -356542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -356542.125000 Penalty: 787.386353
	Iteration 43Q: 3 clusters Score -356542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -356542.656250 Penalty: 787.386353
	Iteration 44Q: 3 clusters Score -356542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -356542.906250 Penalty: 787.386353
	Iteration 45Q: 3 clusters Score -356542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -356544.343750 Penalty: 787.386353
	Iteration 46Q: 3 clusters Score -356544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -356545.687500 Penalty: 787.386353
	Iteration 47Q: 3 clusters Score -356545.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -356548.500000 Penalty: 787.386353
	Iteration 48Q: 3 clusters Score -356548.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -356548.625000 Penalty: 787.386353
	Iteration 49Q: 3 clusters Score -356548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -356550.750000 Penalty: 787.386353
	Iteration 50Q: 3 clusters Score -356550.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -356552.968750 Penalty: 787.386353
	Iteration 51Q: 3 clusters Score -356553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -356554.593750 Penalty: 787.386353
	Iteration 52Q: 3 clusters Score -356554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -356554.937500 Penalty: 787.386353
	Iteration 53Q: 3 clusters Score -356554.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -356555.937500 Penalty: 787.386353
	Iteration 54Q: 3 clusters Score -356555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -356556.343750 Penalty: 787.386353
	Iteration 55Q: 3 clusters Score -356556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -356556.937500 Penalty: 787.386353
	Iteration 56Q: 3 clusters Score -356556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -356559.218750 Penalty: 787.386353
	Iteration 57Q: 3 clusters Score -356559.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -356560.500000 Penalty: 787.386353
	Iteration 58Q: 3 clusters Score -356560.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -356562.031250 Penalty: 787.386353
	Iteration 59Q: 3 clusters Score -356562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -356563.250000 Penalty: 787.386353
	Iteration 60F: 3 clusters Score -356563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -356564.687500 Penalty: 787.386353
	Iteration 61Q: 3 clusters Score -356564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -356564.187500 Penalty: 787.386353
	Iteration 62Q: 3 clusters Score -356564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -356564.281250 Penalty: 787.386353
	Iteration 63Q: 3 clusters Score -356564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -356564.437500 Penalty: 787.386353
	Iteration 64Q: 3 clusters Score -356564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -356564.125000 Penalty: 787.386353
	Iteration 65Q: 3 clusters Score -356564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -356564.156250 Penalty: 787.386353
	Iteration 66Q: 3 clusters Score -356564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -356564.187500 Penalty: 787.386353
	Iteration 67Q: 3 clusters Score -356564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -356564.156250 Penalty: 787.386353
	Iteration 68Q: 3 clusters Score -356564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -356564.156250 Penalty: 787.386353
	Iteration 69F: 3 clusters Score -356564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19364 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 85846 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83133 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 86945 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 80882 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2371 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 86647 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94456 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83336 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86046 members 
Mstep: Class 75 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302608.000000 Penalty: 46778.664062
Iteration 479Q: 76 clusters Score -5.330261e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 18707 members 
Mstep: Class 3 contains 35524 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 85884 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93757 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83233 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87043 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 80924 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1091 members 
Mstep: Class 28 contains 86660 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 11011 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94544 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83369 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86050 members 
Mstep: Class 75 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302688.000000 Penalty: 46778.664062
Iteration 480F: 76 clusters Score -5.330269e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 18053 members 
Mstep: Class 3 contains 35756 members 
Mstep: Class 4 contains 3935 members 
Mstep: Class 5 contains 85958 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 93903 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83319 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87132 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 8373 members 
Mstep: Class 19 contains 80939 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 86662 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10899 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94629 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83342 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86076 members 
Mstep: Class 75 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302756.000000 Penalty: 46778.664062
Iteration 481Q: 76 clusters Score -5.330276e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 17447 members 
Mstep: Class 3 contains 36014 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 86003 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94010 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83396 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87231 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 8412 members 
Mstep: Class 19 contains 80990 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 86660 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10795 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94714 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83304 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86117 members 
Mstep: Class 75 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302692.000000 Penalty: 46778.664062
Iteration 482Q: 76 clusters Score -5.330269e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 16853 members 
Mstep: Class 3 contains 36224 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 86036 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94130 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83469 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87342 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 8437 members 
Mstep: Class 19 contains 81048 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 86662 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10696 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94792 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83286 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86161 members 
Mstep: Class 75 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302660.000000 Penalty: 46778.664062
Iteration 483Q: 76 clusters Score -5.330266e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 16289 members 
Mstep: Class 3 contains 36412 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 86057 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1470 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94225 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83532 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87460 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 81103 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 86683 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94857 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 116 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83276 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86212 members 
Mstep: Class 75 contains 5595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302724.000000 Penalty: 46778.664062
Iteration 484Q: 76 clusters Score -5.330272e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 15741 members 
Mstep: Class 3 contains 36603 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 86062 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94286 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83635 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87550 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 8509 members 
Mstep: Class 19 contains 81208 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 86716 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10504 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 94918 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 115 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83234 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86276 members 
Mstep: Class 75 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302844.000000 Penalty: 46778.664062
Iteration 485Q: 76 clusters Score -5.330284e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 36774 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 86051 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94259 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83734 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87648 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 8561 members 
Mstep: Class 19 contains 81308 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86765 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10419 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95012 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 114 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83229 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86310 members 
Mstep: Class 75 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302884.000000 Penalty: 46778.664062
Iteration 486Q: 76 clusters Score -5.330288e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 14795 members 
Mstep: Class 3 contains 36925 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 86084 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94248 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83811 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87705 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 8615 members 
Mstep: Class 19 contains 81391 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86813 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10343 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95111 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83223 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86328 members 
Mstep: Class 75 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302704.000000 Penalty: 46778.664062
Iteration 487Q: 76 clusters Score -5.33027e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 37077 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 86086 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94260 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83877 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87759 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 8695 members 
Mstep: Class 19 contains 81429 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 86856 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10280 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95206 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83223 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86352 members 
Mstep: Class 75 contains 5448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302680.000000 Penalty: 46778.664062
Iteration 488Q: 76 clusters Score -5.330268e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 37247 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 86115 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94294 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83906 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87823 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 8760 members 
Mstep: Class 19 contains 81473 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2240 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 86891 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10201 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95303 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83185 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86362 members 
Mstep: Class 75 contains 5425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302688.000000 Penalty: 46778.664062
Iteration 489Q: 76 clusters Score -5.330269e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 13549 members 
Mstep: Class 3 contains 37397 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 86161 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94330 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83936 members 
Mstep: Class 13 contains 2541 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87863 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 81499 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 86929 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10118 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95407 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83200 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86369 members 
Mstep: Class 75 contains 5392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302756.000000 Penalty: 46778.664062
Iteration 490Q: 76 clusters Score -5.330276e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 13150 members 
Mstep: Class 3 contains 37552 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 86209 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94368 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83946 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87916 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3737 members 
Mstep: Class 18 contains 8850 members 
Mstep: Class 19 contains 81542 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 86950 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 10022 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95539 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83189 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86383 members 
Mstep: Class 75 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302792.000000 Penalty: 46778.664062
Iteration 491Q: 76 clusters Score -5.330279e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 12727 members 
Mstep: Class 3 contains 37730 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 86247 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94482 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 83968 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 87967 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 81596 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2203 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 86973 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9924 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95661 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83135 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86365 members 
Mstep: Class 75 contains 5330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302684.000000 Penalty: 46778.664062
Iteration 492Q: 76 clusters Score -5.330268e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 37909 members 
Mstep: Class 4 contains 4032 members 
Mstep: Class 5 contains 86309 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94523 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84004 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88011 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 81638 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2201 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 87002 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9821 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 257 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95758 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 112 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83102 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86344 members 
Mstep: Class 75 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302684.000000 Penalty: 46778.664062
Iteration 493Q: 76 clusters Score -5.330268e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 11931 members 
Mstep: Class 3 contains 38093 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 86359 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94561 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84027 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88057 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 9014 members 
Mstep: Class 19 contains 81683 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2196 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 87009 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9720 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95846 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83115 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86319 members 
Mstep: Class 75 contains 5296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302576.000000 Penalty: 46778.664062
Iteration 494Q: 76 clusters Score -5.330258e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 11527 members 
Mstep: Class 3 contains 38265 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 86404 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94627 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84035 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88094 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 81742 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2192 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 87018 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9603 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95901 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83116 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86339 members 
Mstep: Class 75 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302612.000000 Penalty: 46778.664062
Iteration 495Q: 76 clusters Score -5.330261e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 11142 members 
Mstep: Class 3 contains 38435 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 86416 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94694 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84048 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88153 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 9131 members 
Mstep: Class 19 contains 81779 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 87030 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9501 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 95983 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83109 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86358 members 
Mstep: Class 75 contains 5282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302500.000000 Penalty: 46778.664062
Iteration 496Q: 76 clusters Score -5.33025e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 10815 members 
Mstep: Class 3 contains 38594 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 86424 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94756 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84072 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88193 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 9174 members 
Mstep: Class 19 contains 81824 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 87026 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96074 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83078 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86385 members 
Mstep: Class 75 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302612.000000 Penalty: 46778.664062
Iteration 497Q: 76 clusters Score -5.330261e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 38738 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 86468 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94857 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84065 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88229 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 81870 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 87044 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9290 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96157 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83060 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86392 members 
Mstep: Class 75 contains 5252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302760.000000 Penalty: 46778.664062
Iteration 498Q: 76 clusters Score -5.330276e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 10098 members 
Mstep: Class 3 contains 38873 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 86518 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 94955 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84051 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88270 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 9297 members 
Mstep: Class 19 contains 81928 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2179 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 87049 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9189 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96221 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 83037 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86398 members 
Mstep: Class 75 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302692.000000 Penalty: 46778.664062
Iteration 499Q: 76 clusters Score -5.330269e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 39029 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 86571 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 95039 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 84053 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 88302 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 9366 members 
Mstep: Class 19 contains 81966 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 2176 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 248 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 87055 members 
Mstep: Class 29 contains 275 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 9094 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 461 members 
Mstep: Class 37 contains 256 members 
Mstep: Class 38 contains 1965 members 
Mstep: Class 39 contains 207 members 
Mstep: Class 40 contains 96286 members 
Mstep: Class 41 contains 49 members 
Mstep: Class 42 contains 1101 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 149 members 
Mstep: Class 45 contains 331 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 243 members 
Mstep: Class 48 contains 137 members 
Mstep: Class 49 contains 146 members 
Mstep: Class 50 contains 376 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 113 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 580 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 82994 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 1178 members 
Mstep: Class 61 contains 1021 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 196 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 146 members 
Mstep: Class 66 contains 179 members 
Mstep: Class 67 contains 251 members 
Mstep: Class 68 contains 138 members 
Mstep: Class 69 contains 378 members 
Mstep: Class 70 contains 452 members 
Mstep: Class 71 contains 500 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 392 members 
Mstep: Class 74 contains 86404 members 
Mstep: Class 75 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302640.000000 Penalty: 46778.664062
Iteration 500F: 76 clusters Score -5.330264e+07 nChanged 1824
Maximum iterations exceeded
21->76 Clusters: Score -53302640.000000, best is -53295484.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 898097 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 42716 members 
Mstep: Class 3 contains 42704 members 
Mstep: Class 4 contains 42757 members 
Mstep: Class 5 contains 42912 members 
Mstep: Class 6 contains 42675 members 
Mstep: Class 7 contains 42390 members 
Mstep: Class 8 contains 42747 members 
Mstep: Class 9 contains 43217 members 
Mstep: Class 10 contains 42915 members 
Mstep: Class 11 contains 42585 members 
Mstep: Class 12 contains 42728 members 
Mstep: Class 13 contains 43222 members 
Mstep: Class 14 contains 42897 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 42813 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 42657 members 
Mstep: Class 20 contains 42619 members 
Mstep: Class 21 contains 42508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 580.536560 but Gain 623.715820
Score: -45558732.000000 Penalty: 12474.310547
Iteration 0F: 21 clusters Score -4.555873e+07 nChanged 855961
Entering Unmasked Mstep 
Mstep: Class 0 contains 9319 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 14784 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 34869 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 33658 members 
Mstep: Class 7 contains 41284 members 
Mstep: Class 8 contains 21575 members 
Mstep: Class 9 contains 50604 members 
Mstep: Class 10 contains 25634 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 29569 members 
Mstep: Class 14 contains 49711 members 
Mstep: Class 15 contains 32507 members 
Mstep: Class 16 contains 50503 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 8234 members 
Mstep: Class 19 contains 24677 members 
Mstep: Class 20 contains 387339 members 
Mstep: Class 21 contains 9514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51271432.000000 Penalty: 12474.310547
Iteration 1F: 21 clusters Score -5.127143e+07 nChanged 362089
Entering Unmasked Mstep 
Mstep: Class 0 contains 6045 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 810 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 46524 members 
Mstep: Class 7 contains 9883 members 
Mstep: Class 8 contains 11750 members 
Mstep: Class 9 contains 64240 members 
Mstep: Class 10 contains 26279 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 47282 members 
Mstep: Class 14 contains 27602 members 
Mstep: Class 15 contains 56905 members 
Mstep: Class 16 contains 43359 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8804 members 
Mstep: Class 20 contains 527009 members 
Mstep: Class 21 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 82.109879 but Gain 623.715820
Score: -52009844.000000 Penalty: 11850.594727
Iteration 2F: 20 clusters Score -5.200984e+07 nChanged 195074
Entering Unmasked Mstep 
Mstep: Class 0 contains 1365 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 53414 members 
Mstep: Class 7 contains 7238 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 99920 members 
Mstep: Class 10 contains 28147 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 13 contains 72879 members 
Mstep: Class 14 contains 28618 members 
Mstep: Class 15 contains 84573 members 
Mstep: Class 16 contains 52528 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 20 contains 438185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 238.099594 but Gain 623.714844
Score: -52348028.000000 Penalty: 11226.879883
Iteration 3F: 19 clusters Score -5.234803e+07 nChanged 156991
Entering Unmasked Mstep 
Mstep: Class 0 contains 963 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 183 members 
Mstep: Class 6 contains 55314 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 7039 members 
Mstep: Class 9 contains 137502 members 
Mstep: Class 10 contains 31460 members 
Mstep: Class 12 contains 656 members 
Mstep: Class 13 contains 95558 members 
Mstep: Class 14 contains 25078 members 
Mstep: Class 15 contains 108967 members 
Mstep: Class 16 contains 59044 members 
Mstep: Class 17 contains 3360 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 350704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52560024.000000 Penalty: 11226.879883
Iteration 4F: 19 clusters Score -5.256002e+07 nChanged 149373
Entering Unmasked Mstep 
Mstep: Class 0 contains 774 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5436 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 185 members 
Mstep: Class 6 contains 48482 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 4557 members 
Mstep: Class 9 contains 154525 members 
Mstep: Class 10 contains 34039 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 108123 members 
Mstep: Class 14 contains 19084 members 
Mstep: Class 15 contains 134970 members 
Mstep: Class 16 contains 61825 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 794 members 
Mstep: Class 20 contains 307125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52671724.000000 Penalty: 11226.879883
Iteration 5F: 19 clusters Score -5.267172e+07 nChanged 149373
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 189 members 
Mstep: Class 6 contains 40134 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 159880 members 
Mstep: Class 10 contains 36144 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 119487 members 
Mstep: Class 14 contains 13791 members 
Mstep: Class 15 contains 166849 members 
Mstep: Class 16 contains 64672 members 
Mstep: Class 17 contains 3105 members 
Mstep: Class 18 contains 4200 members 
Mstep: Class 19 contains 731 members 
Mstep: Class 20 contains 269809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52790092.000000 Penalty: 11226.879883
Iteration 6F: 19 clusters Score -5.279009e+07 nChanged 129078
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 6 contains 33301 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 153054 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 12 contains 839 members 
Mstep: Class 13 contains 126772 members 
Mstep: Class 14 contains 9042 members 
Mstep: Class 15 contains 214075 members 
Mstep: Class 16 contains 65895 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 863 members 
Mstep: Class 20 contains 233617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52835332.000000 Penalty: 11226.879883
Iteration 7F: 19 clusters Score -5.283533e+07 nChanged 147649
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 6 contains 29237 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 133929 members 
Mstep: Class 10 contains 35254 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 124295 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 282907 members 
Mstep: Class 16 contains 66153 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 4458 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 194636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52833584.000000 Penalty: 11226.879883
Iteration 8F: 19 clusters Score -5.283358e+07 nChanged 114512
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 6 contains 30790 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 123490 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 124192 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 294182 members 
Mstep: Class 16 contains 71955 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 4578 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 183696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 511.423340 but Gain 623.715820
Score: -52873800.000000 Penalty: 10603.164062
Iteration 9F: 18 clusters Score -5.28738e+07 nChanged 83259
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 302 members 
Mstep: Class 6 contains 34199 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 114629 members 
Mstep: Class 10 contains 41694 members 
Mstep: Class 12 contains 1127 members 
Mstep: Class 13 contains 125282 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 288246 members 
Mstep: Class 16 contains 81278 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 180828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52907280.000000 Penalty: 10603.164062
Iteration 10F: 18 clusters Score -5.290728e+07 nChanged 64404
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 2019 members 
Mstep: Class 4 contains 316 members 
Mstep: Class 6 contains 38116 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 107094 members 
Mstep: Class 10 contains 44095 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 127539 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 15 contains 278258 members 
Mstep: Class 16 contains 92980 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 176504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52934968.000000 Penalty: 10603.164062
Iteration 11F: 18 clusters Score -5.293497e+07 nChanged 55151
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 319 members 
Mstep: Class 6 contains 42554 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 100579 members 
Mstep: Class 10 contains 46379 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 128746 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 267235 members 
Mstep: Class 16 contains 105289 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 172076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52960948.000000 Penalty: 10603.164062
Iteration 12F: 18 clusters Score -5.296095e+07 nChanged 49492
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 312 members 
Mstep: Class 6 contains 47236 members 
Mstep: Class 8 contains 8836 members 
Mstep: Class 9 contains 95805 members 
Mstep: Class 10 contains 48801 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 128109 members 
Mstep: Class 14 contains 4032 members 
Mstep: Class 15 contains 256719 members 
Mstep: Class 16 contains 117482 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 166814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52983588.000000 Penalty: 10603.164062
Iteration 13F: 18 clusters Score -5.298359e+07 nChanged 45266
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5493 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 306 members 
Mstep: Class 6 contains 52150 members 
Mstep: Class 8 contains 10311 members 
Mstep: Class 9 contains 92585 members 
Mstep: Class 10 contains 51293 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 125736 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 247374 members 
Mstep: Class 16 contains 129058 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 4659 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 160825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53001552.000000 Penalty: 10603.164062
Iteration 14F: 18 clusters Score -5.300155e+07 nChanged 41806
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 303 members 
Mstep: Class 6 contains 57456 members 
Mstep: Class 8 contains 11835 members 
Mstep: Class 9 contains 90803 members 
Mstep: Class 10 contains 53780 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 122042 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 239153 members 
Mstep: Class 16 contains 139290 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 3819 members 
Mstep: Class 20 contains 154438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53017548.000000 Penalty: 10603.164062
Iteration 15Q: 18 clusters Score -5.301755e+07 nChanged 38903
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 299 members 
Mstep: Class 6 contains 63272 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 89861 members 
Mstep: Class 10 contains 56632 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 117678 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 231620 members 
Mstep: Class 16 contains 147752 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 148036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53032348.000000 Penalty: 10603.164062
Iteration 16Q: 18 clusters Score -5.303235e+07 nChanged 35062
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5483 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 304 members 
Mstep: Class 6 contains 69327 members 
Mstep: Class 8 contains 14725 members 
Mstep: Class 9 contains 89955 members 
Mstep: Class 10 contains 59779 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 113697 members 
Mstep: Class 14 contains 5501 members 
Mstep: Class 15 contains 224752 members 
Mstep: Class 16 contains 153834 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 4655 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 141446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53047204.000000 Penalty: 10603.164062
Iteration 17Q: 18 clusters Score -5.30472e+07 nChanged 33528
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 307 members 
Mstep: Class 6 contains 75729 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 9 contains 90580 members 
Mstep: Class 10 contains 63395 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 109918 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 218781 members 
Mstep: Class 16 contains 159329 members 
Mstep: Class 17 contains 2741 members 
Mstep: Class 18 contains 4654 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 133133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53063576.000000 Penalty: 10603.164062
Iteration 18Q: 18 clusters Score -5.306358e+07 nChanged 33104
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 6 contains 82460 members 
Mstep: Class 8 contains 17060 members 
Mstep: Class 9 contains 91588 members 
Mstep: Class 10 contains 66946 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 106342 members 
Mstep: Class 14 contains 6497 members 
Mstep: Class 15 contains 212811 members 
Mstep: Class 16 contains 165623 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 123345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53077716.000000 Penalty: 10603.164062
Iteration 19Q: 18 clusters Score -5.307772e+07 nChanged 34832
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 313 members 
Mstep: Class 6 contains 89955 members 
Mstep: Class 8 contains 17927 members 
Mstep: Class 9 contains 92468 members 
Mstep: Class 10 contains 70421 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 102009 members 
Mstep: Class 14 contains 7004 members 
Mstep: Class 15 contains 207738 members 
Mstep: Class 16 contains 171964 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 4672 members 
Mstep: Class 20 contains 113020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53086936.000000 Penalty: 10603.164062
Iteration 20F: 18 clusters Score -5.308694e+07 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 361 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 6 contains 98290 members 
Mstep: Class 8 contains 18646 members 
Mstep: Class 9 contains 93317 members 
Mstep: Class 10 contains 74263 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 97339 members 
Mstep: Class 14 contains 7453 members 
Mstep: Class 15 contains 203120 members 
Mstep: Class 16 contains 176857 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 4830 members 
Mstep: Class 20 contains 103056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53092380.000000 Penalty: 10603.164062
Iteration 21Q: 18 clusters Score -5.309238e+07 nChanged 37756
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 319 members 
Mstep: Class 6 contains 106937 members 
Mstep: Class 8 contains 19232 members 
Mstep: Class 9 contains 93932 members 
Mstep: Class 10 contains 78635 members 
Mstep: Class 12 contains 1597 members 
Mstep: Class 13 contains 92479 members 
Mstep: Class 14 contains 8019 members 
Mstep: Class 15 contains 199265 members 
Mstep: Class 16 contains 178782 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 4653 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 94935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53096792.000000 Penalty: 10603.164062
Iteration 22Q: 18 clusters Score -5.309679e+07 nChanged 36144
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 4 contains 322 members 
Mstep: Class 6 contains 115262 members 
Mstep: Class 8 contains 19742 members 
Mstep: Class 9 contains 94406 members 
Mstep: Class 10 contains 83418 members 
Mstep: Class 12 contains 1603 members 
Mstep: Class 13 contains 87715 members 
Mstep: Class 14 contains 8838 members 
Mstep: Class 15 contains 196245 members 
Mstep: Class 16 contains 177279 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 89214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53102740.000000 Penalty: 10603.164062
Iteration 23Q: 18 clusters Score -5.310274e+07 nChanged 34457
Entering Unmasked Mstep 
Mstep: Class 0 contains 365 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 6 contains 122291 members 
Mstep: Class 8 contains 20061 members 
Mstep: Class 9 contains 94729 members 
Mstep: Class 10 contains 88742 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 83318 members 
Mstep: Class 14 contains 10023 members 
Mstep: Class 15 contains 193713 members 
Mstep: Class 16 contains 173397 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 85750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53111552.000000 Penalty: 10603.164062
Iteration 24Q: 18 clusters Score -5.311155e+07 nChanged 33681
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 321 members 
Mstep: Class 6 contains 127748 members 
Mstep: Class 8 contains 20255 members 
Mstep: Class 9 contains 94683 members 
Mstep: Class 10 contains 94211 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 79543 members 
Mstep: Class 14 contains 11491 members 
Mstep: Class 15 contains 191476 members 
Mstep: Class 16 contains 168201 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5195 members 
Mstep: Class 20 contains 84353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53120740.000000 Penalty: 10603.164062
Iteration 25Q: 18 clusters Score -5.312074e+07 nChanged 32425
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 6 contains 130938 members 
Mstep: Class 8 contains 20365 members 
Mstep: Class 9 contains 94467 members 
Mstep: Class 10 contains 99724 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 77198 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 189355 members 
Mstep: Class 16 contains 162374 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 84487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53127236.000000 Penalty: 10603.164062
Iteration 26Q: 18 clusters Score -5.312724e+07 nChanged 30392
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 336 members 
Mstep: Class 6 contains 131789 members 
Mstep: Class 8 contains 20531 members 
Mstep: Class 9 contains 94028 members 
Mstep: Class 10 contains 105127 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 76402 members 
Mstep: Class 14 contains 14576 members 
Mstep: Class 15 contains 187535 members 
Mstep: Class 16 contains 156238 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 85744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53133136.000000 Penalty: 10603.164062
Iteration 27Q: 18 clusters Score -5.313314e+07 nChanged 27789
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 6 contains 130968 members 
Mstep: Class 8 contains 20739 members 
Mstep: Class 9 contains 93431 members 
Mstep: Class 10 contains 110322 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 76349 members 
Mstep: Class 14 contains 15893 members 
Mstep: Class 15 contains 186154 members 
Mstep: Class 16 contains 150240 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 87893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53138376.000000 Penalty: 10603.164062
Iteration 28Q: 18 clusters Score -5.313838e+07 nChanged 24939
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 338 members 
Mstep: Class 6 contains 128927 members 
Mstep: Class 8 contains 20882 members 
Mstep: Class 9 contains 92832 members 
Mstep: Class 10 contains 114967 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 76932 members 
Mstep: Class 14 contains 17007 members 
Mstep: Class 15 contains 185205 members 
Mstep: Class 16 contains 145207 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 90069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53141736.000000 Penalty: 10603.164062
Iteration 29Q: 18 clusters Score -5.314174e+07 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 2411 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 6 contains 126475 members 
Mstep: Class 8 contains 21041 members 
Mstep: Class 9 contains 92433 members 
Mstep: Class 10 contains 119169 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 78162 members 
Mstep: Class 14 contains 17954 members 
Mstep: Class 15 contains 184287 members 
Mstep: Class 16 contains 140534 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 92011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53144340.000000 Penalty: 10603.164062
Iteration 30Q: 18 clusters Score -5.314434e+07 nChanged 20360
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 6 contains 123712 members 
Mstep: Class 8 contains 21200 members 
Mstep: Class 9 contains 92202 members 
Mstep: Class 10 contains 122948 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 80086 members 
Mstep: Class 14 contains 18678 members 
Mstep: Class 15 contains 183622 members 
Mstep: Class 16 contains 135895 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 20 contains 93755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53146132.000000 Penalty: 10603.164062
Iteration 31Q: 18 clusters Score -5.314613e+07 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 120876 members 
Mstep: Class 8 contains 21391 members 
Mstep: Class 9 contains 92021 members 
Mstep: Class 10 contains 126119 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 82813 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 183000 members 
Mstep: Class 16 contains 131210 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 95336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53147008.000000 Penalty: 10603.164062
Iteration 32Q: 18 clusters Score -5.314701e+07 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5296 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 117865 members 
Mstep: Class 8 contains 21591 members 
Mstep: Class 9 contains 91851 members 
Mstep: Class 10 contains 128732 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 86471 members 
Mstep: Class 14 contains 19874 members 
Mstep: Class 15 contains 182455 members 
Mstep: Class 16 contains 126750 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 96574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53147104.000000 Penalty: 10603.164062
Iteration 33Q: 18 clusters Score -5.31471e+07 nChanged 17094
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5279 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 6 contains 114833 members 
Mstep: Class 8 contains 21870 members 
Mstep: Class 9 contains 91469 members 
Mstep: Class 10 contains 130931 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 90991 members 
Mstep: Class 14 contains 20154 members 
Mstep: Class 15 contains 181981 members 
Mstep: Class 16 contains 122481 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 97454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53146712.000000 Penalty: 10603.164062
Iteration 34Q: 18 clusters Score -5.314671e+07 nChanged 17364
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 6 contains 111774 members 
Mstep: Class 8 contains 22238 members 
Mstep: Class 9 contains 90868 members 
Mstep: Class 10 contains 132912 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 96300 members 
Mstep: Class 14 contains 20197 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 118494 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 97802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145972.000000 Penalty: 10603.164062
Iteration 35Q: 18 clusters Score -5.314597e+07 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 108828 members 
Mstep: Class 8 contains 22682 members 
Mstep: Class 9 contains 90099 members 
Mstep: Class 10 contains 134549 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 13 contains 101953 members 
Mstep: Class 14 contains 20008 members 
Mstep: Class 15 contains 181232 members 
Mstep: Class 16 contains 114772 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 97994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145044.000000 Penalty: 10603.164062
Iteration 36Q: 18 clusters Score -5.314504e+07 nChanged 17162
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 6 contains 105873 members 
Mstep: Class 8 contains 23183 members 
Mstep: Class 9 contains 89156 members 
Mstep: Class 10 contains 136132 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 107537 members 
Mstep: Class 14 contains 19659 members 
Mstep: Class 15 contains 181119 members 
Mstep: Class 16 contains 111313 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 98118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145004.000000 Penalty: 10603.164062
Iteration 37Q: 18 clusters Score -5.3145e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5253 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 343 members 
Mstep: Class 6 contains 103158 members 
Mstep: Class 8 contains 23757 members 
Mstep: Class 9 contains 88208 members 
Mstep: Class 10 contains 137441 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 112810 members 
Mstep: Class 14 contains 19242 members 
Mstep: Class 15 contains 180761 members 
Mstep: Class 16 contains 108481 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5076 members 
Mstep: Class 20 contains 98208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145796.000000 Penalty: 10603.164062
Iteration 38Q: 18 clusters Score -5.31458e+07 nChanged 15546
Entering ConstructFrom: 
Score: -53145796.000000 Penalty: 10603.164062
Entering ConstructFrom: 
Trying to split cluster 1 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -189148.703125 Penalty: 368.969757
	Iteration 0F: 2 clusters Score -189148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -187167.593750 Penalty: 737.939514
	Iteration 0F: 3 clusters Score -187167.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -189740.812500 Penalty: 737.939514
	Iteration 1F: 3 clusters Score -189740.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -190620.031250 Penalty: 737.939514
	Iteration 2F: 3 clusters Score -190620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -191070.734375 Penalty: 737.939514
	Iteration 3F: 3 clusters Score -191070.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -191746.187500 Penalty: 737.939514
	Iteration 4F: 3 clusters Score -191746.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -192233.125000 Penalty: 737.939514
	Iteration 5Q: 3 clusters Score -192233.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -192549.250000 Penalty: 737.939514
	Iteration 6Q: 3 clusters Score -192549.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -192989.250000 Penalty: 737.939514
	Iteration 7Q: 3 clusters Score -192989.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -193368.234375 Penalty: 737.939514
	Iteration 8Q: 3 clusters Score -193368.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -193745.468750 Penalty: 737.939514
	Iteration 9Q: 3 clusters Score -193745.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -193937.625000 Penalty: 737.939514
	Iteration 10Q: 3 clusters Score -193937.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -194016.265625 Penalty: 737.939514
	Iteration 11Q: 3 clusters Score -194016.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -194042.515625 Penalty: 737.939514
	Iteration 12Q: 3 clusters Score -194042.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -194056.390625 Penalty: 737.939514
	Iteration 13Q: 3 clusters Score -194056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -194062.250000 Penalty: 737.939514
	Iteration 14Q: 3 clusters Score -194062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -194057.359375 Penalty: 737.939514
	Iteration 15Q: 3 clusters Score -194057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -194066.593750 Penalty: 737.939514
	Iteration 16Q: 3 clusters Score -194066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -194064.390625 Penalty: 737.939514
	Iteration 17Q: 3 clusters Score -194064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -194072.515625 Penalty: 737.939514
	Iteration 18Q: 3 clusters Score -194072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -194065.421875 Penalty: 737.939514
	Iteration 19Q: 3 clusters Score -194065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -194118.718750 Penalty: 737.939514
	Iteration 20F: 3 clusters Score -194118.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -194193.640625 Penalty: 737.939514
	Iteration 21Q: 3 clusters Score -194193.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -194244.562500 Penalty: 737.939514
	Iteration 22Q: 3 clusters Score -194244.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -194299.656250 Penalty: 737.939514
	Iteration 23Q: 3 clusters Score -194299.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -194333.765625 Penalty: 737.939514
	Iteration 24Q: 3 clusters Score -194333.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -194361.984375 Penalty: 737.939514
	Iteration 25Q: 3 clusters Score -194362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -194398.140625 Penalty: 737.939514
	Iteration 26Q: 3 clusters Score -194398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -194439.828125 Penalty: 737.939514
	Iteration 27Q: 3 clusters Score -194439.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -194472.562500 Penalty: 737.939514
	Iteration 28Q: 3 clusters Score -194472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -194483.859375 Penalty: 737.939514
	Iteration 29Q: 3 clusters Score -194483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -194504.625000 Penalty: 737.939514
	Iteration 30Q: 3 clusters Score -194504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -194519.125000 Penalty: 737.939514
	Iteration 31Q: 3 clusters Score -194519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -194525.437500 Penalty: 737.939514
	Iteration 32Q: 3 clusters Score -194525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -194524.296875 Penalty: 737.939514
	Iteration 33Q: 3 clusters Score -194524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -194523.828125 Penalty: 737.939514
	Iteration 34Q: 3 clusters Score -194523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -194529.437500 Penalty: 737.939514
	Iteration 35Q: 3 clusters Score -194529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -194532.593750 Penalty: 737.939514
	Iteration 36Q: 3 clusters Score -194532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -194547.312500 Penalty: 737.939514
	Iteration 37Q: 3 clusters Score -194547.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -194556.671875 Penalty: 737.939514
	Iteration 38Q: 3 clusters Score -194556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -194574.093750 Penalty: 737.939514
	Iteration 39Q: 3 clusters Score -194574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -194666.968750 Penalty: 737.939514
	Iteration 40F: 3 clusters Score -194667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -195081.421875 Penalty: 737.939514
	Iteration 41Q: 3 clusters Score -195081.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -195707.687500 Penalty: 737.939514
	Iteration 42Q: 3 clusters Score -195707.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -195832.171875 Penalty: 737.939514
	Iteration 43Q: 3 clusters Score -195832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -195890.578125 Penalty: 737.939514
	Iteration 44Q: 3 clusters Score -195890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -195910.781250 Penalty: 737.939514
	Iteration 45Q: 3 clusters Score -195910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -195938.156250 Penalty: 737.939514
	Iteration 46Q: 3 clusters Score -195938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -195959.843750 Penalty: 737.939514
	Iteration 47Q: 3 clusters Score -195959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -195953.015625 Penalty: 737.939514
	Iteration 48Q: 3 clusters Score -195953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -195951.390625 Penalty: 737.939514
	Iteration 49Q: 3 clusters Score -195951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -195962.906250 Penalty: 737.939514
	Iteration 50F: 3 clusters Score -195962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -195974.828125 Penalty: 737.939514
	Iteration 51Q: 3 clusters Score -195974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -195971.687500 Penalty: 737.939514
	Iteration 52Q: 3 clusters Score -195971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -195977.750000 Penalty: 737.939514
	Iteration 53Q: 3 clusters Score -195977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -195978.390625 Penalty: 737.939514
	Iteration 54Q: 3 clusters Score -195978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -195980.906250 Penalty: 737.939514
	Iteration 55Q: 3 clusters Score -195980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -195980.906250 Penalty: 737.939514
	Iteration 56F: 3 clusters Score -195980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 180447 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Entering Unmasked Estep 
Score: -53150204.000000 Penalty: 11226.879883
Splitting cluster 1 changes total score from -53145796.000000 to -53150204.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -314655.718750 Penalty: 389.786896
	Iteration 0F: 2 clusters Score -314655.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -311341.000000 Penalty: 779.573792
	Iteration 0F: 3 clusters Score -311341 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -315334.468750 Penalty: 779.573792
	Iteration 1F: 3 clusters Score -315334.5 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -317438.718750 Penalty: 779.573792
	Iteration 2F: 3 clusters Score -317438.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -317872.812500 Penalty: 779.573792
	Iteration 3F: 3 clusters Score -317872.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -317945.968750 Penalty: 779.573792
	Iteration 4Q: 3 clusters Score -317946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -317990.718750 Penalty: 779.573792
	Iteration 5Q: 3 clusters Score -317990.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -318042.000000 Penalty: 779.573792
	Iteration 6Q: 3 clusters Score -318042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -318144.250000 Penalty: 779.573792
	Iteration 7Q: 3 clusters Score -318144.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -318252.343750 Penalty: 779.573792
	Iteration 8Q: 3 clusters Score -318252.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -318305.218750 Penalty: 779.573792
	Iteration 9Q: 3 clusters Score -318305.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -318339.500000 Penalty: 779.573792
	Iteration 10Q: 3 clusters Score -318339.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -318357.312500 Penalty: 779.573792
	Iteration 11Q: 3 clusters Score -318357.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -318362.437500 Penalty: 779.573792
	Iteration 12Q: 3 clusters Score -318362.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -318373.875000 Penalty: 779.573792
	Iteration 13Q: 3 clusters Score -318373.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -318383.437500 Penalty: 779.573792
	Iteration 14Q: 3 clusters Score -318383.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -318394.812500 Penalty: 779.573792
	Iteration 15Q: 3 clusters Score -318394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -318390.437500 Penalty: 779.573792
	Iteration 16Q: 3 clusters Score -318390.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -318395.812500 Penalty: 779.573792
	Iteration 17Q: 3 clusters Score -318395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -318401.812500 Penalty: 779.573792
	Iteration 18Q: 3 clusters Score -318401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -318394.218750 Penalty: 779.573792
	Iteration 19Q: 3 clusters Score -318394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -318399.437500 Penalty: 779.573792
	Iteration 20F: 3 clusters Score -318399.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -318399.625000 Penalty: 779.573792
	Iteration 21Q: 3 clusters Score -318399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318401.843750 Penalty: 779.573792
	Iteration 22Q: 3 clusters Score -318401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318401.281250 Penalty: 779.573792
	Iteration 23Q: 3 clusters Score -318401.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -318401.718750 Penalty: 779.573792
	Iteration 24Q: 3 clusters Score -318401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -318395.500000 Penalty: 779.573792
	Iteration 25Q: 3 clusters Score -318395.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -318398.187500 Penalty: 779.573792
	Iteration 26Q: 3 clusters Score -318398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -318405.343750 Penalty: 779.573792
	Iteration 27Q: 3 clusters Score -318405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -318409.187500 Penalty: 779.573792
	Iteration 28Q: 3 clusters Score -318409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -318405.625000 Penalty: 779.573792
	Iteration 29Q: 3 clusters Score -318405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -318405.343750 Penalty: 779.573792
	Iteration 30Q: 3 clusters Score -318405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -318405.343750 Penalty: 779.573792
	Iteration 31F: 3 clusters Score -318405.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 180447 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Entering Unmasked Estep 
Score: -53154124.000000 Penalty: 11850.594727
Splitting cluster 2 changes total score from -53145796.000000 to -53154124.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -89413.695312 Penalty: 355.093414
	Iteration 0F: 2 clusters Score -89413.7 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 1233 members 
Entering Unmasked Estep 
Score: -88110.125000 Penalty: 710.186829
	Iteration 0F: 3 clusters Score -88110.12 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -92659.085938 Penalty: 710.186829
	Iteration 1F: 3 clusters Score -92659.09 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -94347.093750 Penalty: 710.186829
	Iteration 2F: 3 clusters Score -94347.09 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -95422.335938 Penalty: 710.186829
	Iteration 3F: 3 clusters Score -95422.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -95826.375000 Penalty: 710.186829
	Iteration 4Q: 3 clusters Score -95826.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -95877.250000 Penalty: 710.186829
	Iteration 5Q: 3 clusters Score -95877.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -95893.867188 Penalty: 710.186829
	Iteration 6Q: 3 clusters Score -95893.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -95904.062500 Penalty: 710.186829
	Iteration 7Q: 3 clusters Score -95904.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -95906.273438 Penalty: 710.186829
	Iteration 8Q: 3 clusters Score -95906.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -95906.835938 Penalty: 710.186829
	Iteration 9Q: 3 clusters Score -95906.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -95904.695312 Penalty: 710.186829
	Iteration 10Q: 3 clusters Score -95904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -95904.695312 Penalty: 710.186829
	Iteration 11F: 3 clusters Score -95904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 180447 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Entering Unmasked Estep 
Score: -53160048.000000 Penalty: 12474.310547
Splitting cluster 3 changes total score from -53145796.000000 to -53160048.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -17738.992188 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -17738.99 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 168 members 
Entering Unmasked Estep 
Score: -17417.378906 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -17417.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17589.988281 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -17589.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17640.484375 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -17640.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17671.263672 Penalty: 531.762573
	Iteration 3Q: 3 clusters Score -17671.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17684.050781 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -17684.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17687.611328 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -17687.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17690.019531 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -17690.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17692.812500 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -17692.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17692.812500 Penalty: 531.762573
	Iteration 8F: 3 clusters Score -17692.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Entering Unmasked Estep 
Score: -6195640.000000 Penalty: 524.138733
	Iteration 0F: 2 clusters Score -6195640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -6130861.500000 Penalty: 1048.277466
	Iteration 0F: 3 clusters Score -6130862 nChanged 49250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6161749.000000 Penalty: 1048.277466
	Iteration 1F: 3 clusters Score -6161749 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6163760.000000 Penalty: 1048.277466
	Iteration 2Q: 3 clusters Score -6163760 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6166832.500000 Penalty: 1048.277466
	Iteration 3F: 3 clusters Score -6166832 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -6171659.500000 Penalty: 1048.277466
	Iteration 4F: 3 clusters Score -6171660 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -6177570.500000 Penalty: 1048.277466
	Iteration 5F: 3 clusters Score -6177570 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -6182647.500000 Penalty: 1048.277466
	Iteration 6F: 3 clusters Score -6182648 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6185079.500000 Penalty: 1048.277466
	Iteration 7F: 3 clusters Score -6185080 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -6186062.000000 Penalty: 1048.277466
	Iteration 8Q: 3 clusters Score -6186062 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6186643.000000 Penalty: 1048.277466
	Iteration 9Q: 3 clusters Score -6186643 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6187108.500000 Penalty: 1048.277466
	Iteration 10Q: 3 clusters Score -6187108 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -6187598.500000 Penalty: 1048.277466
	Iteration 11Q: 3 clusters Score -6187598 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6187993.000000 Penalty: 1048.277466
	Iteration 12Q: 3 clusters Score -6187993 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6188442.000000 Penalty: 1048.277466
	Iteration 13Q: 3 clusters Score -6188442 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -6188849.000000 Penalty: 1048.277466
	Iteration 14Q: 3 clusters Score -6188849 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6189209.000000 Penalty: 1048.277466
	Iteration 15Q: 3 clusters Score -6189209 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -6189433.500000 Penalty: 1048.277466
	Iteration 16Q: 3 clusters Score -6189434 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -6189698.500000 Penalty: 1048.277466
	Iteration 17Q: 3 clusters Score -6189698 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -6189949.500000 Penalty: 1048.277466
	Iteration 18Q: 3 clusters Score -6189950 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -6190109.000000 Penalty: 1048.277466
	Iteration 19Q: 3 clusters Score -6190109 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6190237.500000 Penalty: 1048.277466
	Iteration 20F: 3 clusters Score -6190238 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -6190423.500000 Penalty: 1048.277466
	Iteration 21Q: 3 clusters Score -6190424 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6190551.500000 Penalty: 1048.277466
	Iteration 22Q: 3 clusters Score -6190552 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -6190673.000000 Penalty: 1048.277466
	Iteration 23Q: 3 clusters Score -6190673 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -6190737.500000 Penalty: 1048.277466
	Iteration 24Q: 3 clusters Score -6190738 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -6190809.500000 Penalty: 1048.277466
	Iteration 25Q: 3 clusters Score -6190810 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -6190822.000000 Penalty: 1048.277466
	Iteration 26Q: 3 clusters Score -6190822 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -6190851.500000 Penalty: 1048.277466
	Iteration 27Q: 3 clusters Score -6190852 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -6190888.500000 Penalty: 1048.277466
	Iteration 28Q: 3 clusters Score -6190888 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -6190925.000000 Penalty: 1048.277466
	Iteration 29Q: 3 clusters Score -6190925 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -6190963.500000 Penalty: 1048.277466
	Iteration 30Q: 3 clusters Score -6190964 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -6190994.500000 Penalty: 1048.277466
	Iteration 31Q: 3 clusters Score -6190994 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6191012.500000 Penalty: 1048.277466
	Iteration 32Q: 3 clusters Score -6191012 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -6191040.500000 Penalty: 1048.277466
	Iteration 33Q: 3 clusters Score -6191040 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -6191075.500000 Penalty: 1048.277466
	Iteration 34Q: 3 clusters Score -6191076 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -6191098.500000 Penalty: 1048.277466
	Iteration 35Q: 3 clusters Score -6191098 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -6191124.000000 Penalty: 1048.277466
	Iteration 36Q: 3 clusters Score -6191124 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -6191148.000000 Penalty: 1048.277466
	Iteration 37Q: 3 clusters Score -6191148 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -6191156.500000 Penalty: 1048.277466
	Iteration 38Q: 3 clusters Score -6191156 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -6191173.500000 Penalty: 1048.277466
	Iteration 39Q: 3 clusters Score -6191174 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -6191179.000000 Penalty: 1048.277466
	Iteration 40F: 3 clusters Score -6191179 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -6191184.500000 Penalty: 1048.277466
	Iteration 41Q: 3 clusters Score -6191184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6191193.500000 Penalty: 1048.277466
	Iteration 42Q: 3 clusters Score -6191194 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -6191222.500000 Penalty: 1048.277466
	Iteration 43Q: 3 clusters Score -6191222 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -6191231.500000 Penalty: 1048.277466
	Iteration 44Q: 3 clusters Score -6191232 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -6191244.000000 Penalty: 1048.277466
	Iteration 45Q: 3 clusters Score -6191244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -6191258.500000 Penalty: 1048.277466
	Iteration 46Q: 3 clusters Score -6191258 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -6191281.000000 Penalty: 1048.277466
	Iteration 47Q: 3 clusters Score -6191281 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -6191359.500000 Penalty: 1048.277466
	Iteration 48Q: 3 clusters Score -6191360 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -6191365.000000 Penalty: 1048.277466
	Iteration 49Q: 3 clusters Score -6191365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -6191375.000000 Penalty: 1048.277466
	Iteration 50Q: 3 clusters Score -6191375 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 59260 members 
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Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 59665 members 
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Mstep: Class 2 contains 65780 members 
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Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -6195566.000000 Penalty: 1048.277466
	Iteration 143Q: 3 clusters Score -6195566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -6195565.000000 Penalty: 1048.277466
	Iteration 144Q: 3 clusters Score -6195565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -6195567.000000 Penalty: 1048.277466
	Iteration 145Q: 3 clusters Score -6195567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -6195566.500000 Penalty: 1048.277466
	Iteration 146Q: 3 clusters Score -6195566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -6195564.500000 Penalty: 1048.277466
	Iteration 147Q: 3 clusters Score -6195564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -6195563.000000 Penalty: 1048.277466
	Iteration 148Q: 3 clusters Score -6195563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -6195558.500000 Penalty: 1048.277466
	Iteration 149Q: 3 clusters Score -6195558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -6195562.000000 Penalty: 1048.277466
	Iteration 150Q: 3 clusters Score -6195562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -6195558.000000 Penalty: 1048.277466
	Iteration 151Q: 3 clusters Score -6195558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -6195558.000000 Penalty: 1048.277466
	Iteration 152Q: 3 clusters Score -6195558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -6195555.500000 Penalty: 1048.277466
	Iteration 153Q: 3 clusters Score -6195556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -6195555.000000 Penalty: 1048.277466
	Iteration 154Q: 3 clusters Score -6195555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -6195555.500000 Penalty: 1048.277466
	Iteration 155Q: 3 clusters Score -6195556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -6195553.000000 Penalty: 1048.277466
	Iteration 156Q: 3 clusters Score -6195553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -6195554.000000 Penalty: 1048.277466
	Iteration 157Q: 3 clusters Score -6195554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -6195554.000000 Penalty: 1048.277466
	Iteration 158F: 3 clusters Score -6195554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Entering Unmasked Estep 
Score: -1525975.125000 Penalty: 459.572418
	Iteration 0F: 2 clusters Score -1525975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1509556.750000 Penalty: 919.144836
	Iteration 0F: 3 clusters Score -1509557 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1516741.000000 Penalty: 919.144836
	Iteration 1F: 3 clusters Score -1516741 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1517443.625000 Penalty: 919.144836
	Iteration 2F: 3 clusters Score -1517444 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1518566.125000 Penalty: 919.144836
	Iteration 3F: 3 clusters Score -1518566 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1520168.125000 Penalty: 919.144836
	Iteration 4F: 3 clusters Score -1520168 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1521790.875000 Penalty: 919.144836
	Iteration 5F: 3 clusters Score -1521791 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1522807.375000 Penalty: 919.144836
	Iteration 6F: 3 clusters Score -1522807 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1523154.125000 Penalty: 919.144836
	Iteration 7Q: 3 clusters Score -1523154 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1523298.125000 Penalty: 919.144836
	Iteration 8Q: 3 clusters Score -1523298 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1523378.125000 Penalty: 919.144836
	Iteration 9Q: 3 clusters Score -1523378 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1523442.625000 Penalty: 919.144836
	Iteration 10Q: 3 clusters Score -1523443 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1523517.625000 Penalty: 919.144836
	Iteration 11Q: 3 clusters Score -1523518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1523596.625000 Penalty: 919.144836
	Iteration 12Q: 3 clusters Score -1523597 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1523677.875000 Penalty: 919.144836
	Iteration 13Q: 3 clusters Score -1523678 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1523750.250000 Penalty: 919.144836
	Iteration 14Q: 3 clusters Score -1523750 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1523820.125000 Penalty: 919.144836
	Iteration 15Q: 3 clusters Score -1523820 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1523894.125000 Penalty: 919.144836
	Iteration 16Q: 3 clusters Score -1523894 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1523954.250000 Penalty: 919.144836
	Iteration 17Q: 3 clusters Score -1523954 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1524023.625000 Penalty: 919.144836
	Iteration 18Q: 3 clusters Score -1524024 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1524100.625000 Penalty: 919.144836
	Iteration 19Q: 3 clusters Score -1524101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1524195.625000 Penalty: 919.144836
	Iteration 20F: 3 clusters Score -1524196 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1524276.000000 Penalty: 919.144836
	Iteration 21Q: 3 clusters Score -1524276 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1524357.500000 Penalty: 919.144836
	Iteration 22Q: 3 clusters Score -1524358 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1524443.000000 Penalty: 919.144836
	Iteration 23Q: 3 clusters Score -1524443 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1524534.375000 Penalty: 919.144836
	Iteration 24Q: 3 clusters Score -1524534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1524613.000000 Penalty: 919.144836
	Iteration 25Q: 3 clusters Score -1524613 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1524692.000000 Penalty: 919.144836
	Iteration 26Q: 3 clusters Score -1524692 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1524751.625000 Penalty: 919.144836
	Iteration 27Q: 3 clusters Score -1524752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1524805.500000 Penalty: 919.144836
	Iteration 28Q: 3 clusters Score -1524806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1524842.750000 Penalty: 919.144836
	Iteration 29Q: 3 clusters Score -1524843 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1524884.000000 Penalty: 919.144836
	Iteration 30Q: 3 clusters Score -1524884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1524917.750000 Penalty: 919.144836
	Iteration 31Q: 3 clusters Score -1524918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1524947.375000 Penalty: 919.144836
	Iteration 32Q: 3 clusters Score -1524947 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1524976.750000 Penalty: 919.144836
	Iteration 33Q: 3 clusters Score -1524977 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1525006.125000 Penalty: 919.144836
	Iteration 34Q: 3 clusters Score -1525006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1525036.750000 Penalty: 919.144836
	Iteration 35Q: 3 clusters Score -1525037 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1525067.500000 Penalty: 919.144836
	Iteration 36Q: 3 clusters Score -1525068 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1525081.750000 Penalty: 919.144836
	Iteration 37Q: 3 clusters Score -1525082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1525107.625000 Penalty: 919.144836
	Iteration 38Q: 3 clusters Score -1525108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1525135.875000 Penalty: 919.144836
	Iteration 39Q: 3 clusters Score -1525136 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1525161.250000 Penalty: 919.144836
	Iteration 40F: 3 clusters Score -1525161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1525185.125000 Penalty: 919.144836
	Iteration 41Q: 3 clusters Score -1525185 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1525204.500000 Penalty: 919.144836
	Iteration 42Q: 3 clusters Score -1525204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1525226.375000 Penalty: 919.144836
	Iteration 43Q: 3 clusters Score -1525226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1525242.125000 Penalty: 919.144836
	Iteration 44Q: 3 clusters Score -1525242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1525262.125000 Penalty: 919.144836
	Iteration 45Q: 3 clusters Score -1525262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1525279.125000 Penalty: 919.144836
	Iteration 46Q: 3 clusters Score -1525279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1525297.000000 Penalty: 919.144836
	Iteration 47Q: 3 clusters Score -1525297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1525327.375000 Penalty: 919.144836
	Iteration 48Q: 3 clusters Score -1525327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1525361.500000 Penalty: 919.144836
	Iteration 49Q: 3 clusters Score -1525362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1525397.000000 Penalty: 919.144836
	Iteration 50Q: 3 clusters Score -1525397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1525429.125000 Penalty: 919.144836
	Iteration 51Q: 3 clusters Score -1525429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1525457.875000 Penalty: 919.144836
	Iteration 52Q: 3 clusters Score -1525458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1525493.125000 Penalty: 919.144836
	Iteration 53Q: 3 clusters Score -1525493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1525513.750000 Penalty: 919.144836
	Iteration 54Q: 3 clusters Score -1525514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1525536.875000 Penalty: 919.144836
	Iteration 55Q: 3 clusters Score -1525537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1525557.375000 Penalty: 919.144836
	Iteration 56Q: 3 clusters Score -1525557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1525576.500000 Penalty: 919.144836
	Iteration 57Q: 3 clusters Score -1525576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1525595.500000 Penalty: 919.144836
	Iteration 58Q: 3 clusters Score -1525596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1525609.375000 Penalty: 919.144836
	Iteration 59Q: 3 clusters Score -1525609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1525616.125000 Penalty: 919.144836
	Iteration 60F: 3 clusters Score -1525616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1525622.125000 Penalty: 919.144836
	Iteration 61Q: 3 clusters Score -1525622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1525625.250000 Penalty: 919.144836
	Iteration 62Q: 3 clusters Score -1525625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1525632.125000 Penalty: 919.144836
	Iteration 63Q: 3 clusters Score -1525632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1525636.625000 Penalty: 919.144836
	Iteration 64Q: 3 clusters Score -1525637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1525641.125000 Penalty: 919.144836
	Iteration 65Q: 3 clusters Score -1525641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1525644.875000 Penalty: 919.144836
	Iteration 66Q: 3 clusters Score -1525645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1525653.875000 Penalty: 919.144836
	Iteration 67Q: 3 clusters Score -1525654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1525659.125000 Penalty: 919.144836
	Iteration 68Q: 3 clusters Score -1525659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1525663.125000 Penalty: 919.144836
	Iteration 69Q: 3 clusters Score -1525663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1525667.875000 Penalty: 919.144836
	Iteration 70Q: 3 clusters Score -1525668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1525676.000000 Penalty: 919.144836
	Iteration 71Q: 3 clusters Score -1525676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1525683.125000 Penalty: 919.144836
	Iteration 72Q: 3 clusters Score -1525683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1525690.000000 Penalty: 919.144836
	Iteration 73Q: 3 clusters Score -1525690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1525696.250000 Penalty: 919.144836
	Iteration 74Q: 3 clusters Score -1525696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1525706.375000 Penalty: 919.144836
	Iteration 75Q: 3 clusters Score -1525706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1525711.625000 Penalty: 919.144836
	Iteration 76Q: 3 clusters Score -1525712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1525713.500000 Penalty: 919.144836
	Iteration 77Q: 3 clusters Score -1525714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1525714.875000 Penalty: 919.144836
	Iteration 78Q: 3 clusters Score -1525715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1525717.875000 Penalty: 919.144836
	Iteration 79Q: 3 clusters Score -1525718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1525719.500000 Penalty: 919.144836
	Iteration 80F: 3 clusters Score -1525720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1525719.125000 Penalty: 919.144836
	Iteration 81Q: 3 clusters Score -1525719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1525718.375000 Penalty: 919.144836
	Iteration 82Q: 3 clusters Score -1525718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1525719.000000 Penalty: 919.144836
	Iteration 83Q: 3 clusters Score -1525719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1525719.000000 Penalty: 919.144836
	Iteration 84F: 3 clusters Score -1525719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Entering Unmasked Estep 
Score: -5393658.500000 Penalty: 517.736938
	Iteration 0F: 2 clusters Score -5393658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5336257.500000 Penalty: 1035.473877
	Iteration 0F: 3 clusters Score -5336258 nChanged 42572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5361989.000000 Penalty: 1035.473877
	Iteration 1F: 3 clusters Score -5361989 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5363957.000000 Penalty: 1035.473877
	Iteration 2Q: 3 clusters Score -5363957 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -5367480.000000 Penalty: 1035.473877
	Iteration 3F: 3 clusters Score -5367480 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -5373085.500000 Penalty: 1035.473877
	Iteration 4F: 3 clusters Score -5373086 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -5379040.500000 Penalty: 1035.473877
	Iteration 5F: 3 clusters Score -5379040 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -5382318.000000 Penalty: 1035.473877
	Iteration 6F: 3 clusters Score -5382318 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5383265.000000 Penalty: 1035.473877
	Iteration 7Q: 3 clusters Score -5383265 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -5383665.000000 Penalty: 1035.473877
	Iteration 8Q: 3 clusters Score -5383665 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5384013.500000 Penalty: 1035.473877
	Iteration 9Q: 3 clusters Score -5384014 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -5384296.500000 Penalty: 1035.473877
	Iteration 10Q: 3 clusters Score -5384296 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5384573.000000 Penalty: 1035.473877
	Iteration 11Q: 3 clusters Score -5384573 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -5384940.500000 Penalty: 1035.473877
	Iteration 12Q: 3 clusters Score -5384940 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5385276.500000 Penalty: 1035.473877
	Iteration 13Q: 3 clusters Score -5385276 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5385681.500000 Penalty: 1035.473877
	Iteration 14Q: 3 clusters Score -5385682 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5386072.500000 Penalty: 1035.473877
	Iteration 15Q: 3 clusters Score -5386072 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5386435.500000 Penalty: 1035.473877
	Iteration 16Q: 3 clusters Score -5386436 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -5386786.000000 Penalty: 1035.473877
	Iteration 17Q: 3 clusters Score -5386786 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -5387153.000000 Penalty: 1035.473877
	Iteration 18Q: 3 clusters Score -5387153 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -5387515.500000 Penalty: 1035.473877
	Iteration 19Q: 3 clusters Score -5387516 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5387871.500000 Penalty: 1035.473877
	Iteration 20F: 3 clusters Score -5387872 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5388190.500000 Penalty: 1035.473877
	Iteration 21Q: 3 clusters Score -5388190 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5388524.000000 Penalty: 1035.473877
	Iteration 22Q: 3 clusters Score -5388524 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -5388880.500000 Penalty: 1035.473877
	Iteration 23Q: 3 clusters Score -5388880 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5389170.000000 Penalty: 1035.473877
	Iteration 24Q: 3 clusters Score -5389170 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5389429.000000 Penalty: 1035.473877
	Iteration 25Q: 3 clusters Score -5389429 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -5389706.000000 Penalty: 1035.473877
	Iteration 26Q: 3 clusters Score -5389706 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5389983.500000 Penalty: 1035.473877
	Iteration 27Q: 3 clusters Score -5389984 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5390277.500000 Penalty: 1035.473877
	Iteration 28Q: 3 clusters Score -5390278 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -5390531.000000 Penalty: 1035.473877
	Iteration 29Q: 3 clusters Score -5390531 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -5390776.000000 Penalty: 1035.473877
	Iteration 30Q: 3 clusters Score -5390776 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -5391037.500000 Penalty: 1035.473877
	Iteration 31Q: 3 clusters Score -5391038 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -5391255.000000 Penalty: 1035.473877
	Iteration 32Q: 3 clusters Score -5391255 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5391468.500000 Penalty: 1035.473877
	Iteration 33Q: 3 clusters Score -5391468 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -5391667.000000 Penalty: 1035.473877
	Iteration 34Q: 3 clusters Score -5391667 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5391829.500000 Penalty: 1035.473877
	Iteration 35Q: 3 clusters Score -5391830 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5391958.000000 Penalty: 1035.473877
	Iteration 36Q: 3 clusters Score -5391958 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -5392083.000000 Penalty: 1035.473877
	Iteration 37Q: 3 clusters Score -5392083 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -5392161.500000 Penalty: 1035.473877
	Iteration 38Q: 3 clusters Score -5392162 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -5392230.000000 Penalty: 1035.473877
	Iteration 39Q: 3 clusters Score -5392230 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -5392293.000000 Penalty: 1035.473877
	Iteration 40F: 3 clusters Score -5392293 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5392371.500000 Penalty: 1035.473877
	Iteration 41Q: 3 clusters Score -5392372 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -5392398.500000 Penalty: 1035.473877
	Iteration 42Q: 3 clusters Score -5392398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5392446.000000 Penalty: 1035.473877
	Iteration 43Q: 3 clusters Score -5392446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -5392477.500000 Penalty: 1035.473877
	Iteration 44Q: 3 clusters Score -5392478 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -5392523.000000 Penalty: 1035.473877
	Iteration 45Q: 3 clusters Score -5392523 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5392594.000000 Penalty: 1035.473877
	Iteration 46Q: 3 clusters Score -5392594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5392619.000000 Penalty: 1035.473877
	Iteration 47Q: 3 clusters Score -5392619 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5392652.500000 Penalty: 1035.473877
	Iteration 48Q: 3 clusters Score -5392652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5392703.500000 Penalty: 1035.473877
	Iteration 49Q: 3 clusters Score -5392704 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5392717.500000 Penalty: 1035.473877
	Iteration 50Q: 3 clusters Score -5392718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5392760.500000 Penalty: 1035.473877
	Iteration 51Q: 3 clusters Score -5392760 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5392793.500000 Penalty: 1035.473877
	Iteration 52Q: 3 clusters Score -5392794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5392818.000000 Penalty: 1035.473877
	Iteration 53Q: 3 clusters Score -5392818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5392830.500000 Penalty: 1035.473877
	Iteration 54Q: 3 clusters Score -5392830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5392858.000000 Penalty: 1035.473877
	Iteration 55Q: 3 clusters Score -5392858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5392865.000000 Penalty: 1035.473877
	Iteration 56Q: 3 clusters Score -5392865 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5392883.500000 Penalty: 1035.473877
	Iteration 57Q: 3 clusters Score -5392884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5392881.500000 Penalty: 1035.473877
	Iteration 58Q: 3 clusters Score -5392882 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5392906.000000 Penalty: 1035.473877
	Iteration 59Q: 3 clusters Score -5392906 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5392916.500000 Penalty: 1035.473877
	Iteration 60F: 3 clusters Score -5392916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5392908.500000 Penalty: 1035.473877
	Iteration 61Q: 3 clusters Score -5392908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5392935.500000 Penalty: 1035.473877
	Iteration 62Q: 3 clusters Score -5392936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5392946.000000 Penalty: 1035.473877
	Iteration 63Q: 3 clusters Score -5392946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5392976.000000 Penalty: 1035.473877
	Iteration 64Q: 3 clusters Score -5392976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5393020.500000 Penalty: 1035.473877
	Iteration 65Q: 3 clusters Score -5393020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84885 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5393046.000000 Penalty: 1035.473877
	Iteration 66Q: 3 clusters Score -5393046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5393054.000000 Penalty: 1035.473877
	Iteration 67Q: 3 clusters Score -5393054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5393056.500000 Penalty: 1035.473877
	Iteration 68Q: 3 clusters Score -5393056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5393079.000000 Penalty: 1035.473877
	Iteration 69Q: 3 clusters Score -5393079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5393087.000000 Penalty: 1035.473877
	Iteration 70Q: 3 clusters Score -5393087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5393116.000000 Penalty: 1035.473877
	Iteration 71Q: 3 clusters Score -5393116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5393135.500000 Penalty: 1035.473877
	Iteration 72Q: 3 clusters Score -5393136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5393154.500000 Penalty: 1035.473877
	Iteration 73Q: 3 clusters Score -5393154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5393173.000000 Penalty: 1035.473877
	Iteration 74Q: 3 clusters Score -5393173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5393191.500000 Penalty: 1035.473877
	Iteration 75Q: 3 clusters Score -5393192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5393200.500000 Penalty: 1035.473877
	Iteration 76Q: 3 clusters Score -5393200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5393205.500000 Penalty: 1035.473877
	Iteration 77Q: 3 clusters Score -5393206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5393203.500000 Penalty: 1035.473877
	Iteration 78Q: 3 clusters Score -5393204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5393204.000000 Penalty: 1035.473877
	Iteration 79Q: 3 clusters Score -5393204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5393207.500000 Penalty: 1035.473877
	Iteration 80F: 3 clusters Score -5393208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5393217.500000 Penalty: 1035.473877
	Iteration 81Q: 3 clusters Score -5393218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5393225.000000 Penalty: 1035.473877
	Iteration 82Q: 3 clusters Score -5393225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5393234.500000 Penalty: 1035.473877
	Iteration 83Q: 3 clusters Score -5393234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5393236.000000 Penalty: 1035.473877
	Iteration 84Q: 3 clusters Score -5393236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5393234.500000 Penalty: 1035.473877
	Iteration 85Q: 3 clusters Score -5393234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5393244.000000 Penalty: 1035.473877
	Iteration 86Q: 3 clusters Score -5393244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5393255.000000 Penalty: 1035.473877
	Iteration 87Q: 3 clusters Score -5393255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5393252.000000 Penalty: 1035.473877
	Iteration 88Q: 3 clusters Score -5393252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5393254.000000 Penalty: 1035.473877
	Iteration 89Q: 3 clusters Score -5393254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5393255.000000 Penalty: 1035.473877
	Iteration 90Q: 3 clusters Score -5393255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5393251.500000 Penalty: 1035.473877
	Iteration 91Q: 3 clusters Score -5393252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5393253.500000 Penalty: 1035.473877
	Iteration 92Q: 3 clusters Score -5393254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5393253.000000 Penalty: 1035.473877
	Iteration 93Q: 3 clusters Score -5393253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5393254.500000 Penalty: 1035.473877
	Iteration 94Q: 3 clusters Score -5393254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5393247.500000 Penalty: 1035.473877
	Iteration 95Q: 3 clusters Score -5393248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5393253.500000 Penalty: 1035.473877
	Iteration 96Q: 3 clusters Score -5393254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5393253.000000 Penalty: 1035.473877
	Iteration 97Q: 3 clusters Score -5393253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5393258.000000 Penalty: 1035.473877
	Iteration 98Q: 3 clusters Score -5393258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5393259.500000 Penalty: 1035.473877
	Iteration 99Q: 3 clusters Score -5393260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5393261.500000 Penalty: 1035.473877
	Iteration 100F: 3 clusters Score -5393262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5393264.500000 Penalty: 1035.473877
	Iteration 101Q: 3 clusters Score -5393264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5393276.000000 Penalty: 1035.473877
	Iteration 102Q: 3 clusters Score -5393276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5393277.500000 Penalty: 1035.473877
	Iteration 103Q: 3 clusters Score -5393278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5393282.000000 Penalty: 1035.473877
	Iteration 104Q: 3 clusters Score -5393282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5393286.000000 Penalty: 1035.473877
	Iteration 105Q: 3 clusters Score -5393286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5393287.500000 Penalty: 1035.473877
	Iteration 106Q: 3 clusters Score -5393288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5393284.000000 Penalty: 1035.473877
	Iteration 107Q: 3 clusters Score -5393284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5393281.000000 Penalty: 1035.473877
	Iteration 108Q: 3 clusters Score -5393281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5393286.000000 Penalty: 1035.473877
	Iteration 109Q: 3 clusters Score -5393286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5393295.500000 Penalty: 1035.473877
	Iteration 110Q: 3 clusters Score -5393296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5393295.000000 Penalty: 1035.473877
	Iteration 111Q: 3 clusters Score -5393295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5393303.500000 Penalty: 1035.473877
	Iteration 112Q: 3 clusters Score -5393304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5393302.000000 Penalty: 1035.473877
	Iteration 113Q: 3 clusters Score -5393302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5393302.000000 Penalty: 1035.473877
	Iteration 114Q: 3 clusters Score -5393302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5393306.000000 Penalty: 1035.473877
	Iteration 115Q: 3 clusters Score -5393306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5393307.000000 Penalty: 1035.473877
	Iteration 116Q: 3 clusters Score -5393307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5393304.000000 Penalty: 1035.473877
	Iteration 117Q: 3 clusters Score -5393304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5393300.000000 Penalty: 1035.473877
	Iteration 118Q: 3 clusters Score -5393300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5393302.500000 Penalty: 1035.473877
	Iteration 119Q: 3 clusters Score -5393302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5393314.500000 Penalty: 1035.473877
	Iteration 120F: 3 clusters Score -5393314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5393323.500000 Penalty: 1035.473877
	Iteration 121Q: 3 clusters Score -5393324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5393332.000000 Penalty: 1035.473877
	Iteration 122Q: 3 clusters Score -5393332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5393329.500000 Penalty: 1035.473877
	Iteration 123Q: 3 clusters Score -5393330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5393329.500000 Penalty: 1035.473877
	Iteration 124Q: 3 clusters Score -5393330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5393329.500000 Penalty: 1035.473877
	Iteration 125Q: 3 clusters Score -5393330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5393328.500000 Penalty: 1035.473877
	Iteration 126Q: 3 clusters Score -5393328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5393326.500000 Penalty: 1035.473877
	Iteration 127Q: 3 clusters Score -5393326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5393326.500000 Penalty: 1035.473877
	Iteration 128Q: 3 clusters Score -5393326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5393325.500000 Penalty: 1035.473877
	Iteration 129Q: 3 clusters Score -5393326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5393325.500000 Penalty: 1035.473877
	Iteration 130F: 3 clusters Score -5393326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (138407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Entering Unmasked Estep 
Score: -8454970.000000 Penalty: 538.626892
	Iteration 0F: 2 clusters Score -8454970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -8369117.000000 Penalty: 1077.253784
	Iteration 0F: 3 clusters Score -8369117 nChanged 68036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -8410852.000000 Penalty: 1077.253784
	Iteration 1F: 3 clusters Score -8410852 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -8414789.000000 Penalty: 1077.253784
	Iteration 2F: 3 clusters Score -8414789 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -8420300.000000 Penalty: 1077.253784
	Iteration 3F: 3 clusters Score -8420300 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -8428110.000000 Penalty: 1077.253784
	Iteration 4F: 3 clusters Score -8428110 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -8436569.000000 Penalty: 1077.253784
	Iteration 5F: 3 clusters Score -8436569 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8443205.000000 Penalty: 1077.253784
	Iteration 6F: 3 clusters Score -8443205 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120058 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8447234.000000 Penalty: 1077.253784
	Iteration 7Q: 3 clusters Score -8447234 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -8449350.000000 Penalty: 1077.253784
	Iteration 8Q: 3 clusters Score -8449350 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -8450496.000000 Penalty: 1077.253784
	Iteration 9Q: 3 clusters Score -8450496 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -8451082.000000 Penalty: 1077.253784
	Iteration 10Q: 3 clusters Score -8451082 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128560 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -8451554.000000 Penalty: 1077.253784
	Iteration 11Q: 3 clusters Score -8451554 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -8451855.000000 Penalty: 1077.253784
	Iteration 12Q: 3 clusters Score -8451855 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130615 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8452127.000000 Penalty: 1077.253784
	Iteration 13Q: 3 clusters Score -8452127 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8452373.000000 Penalty: 1077.253784
	Iteration 14Q: 3 clusters Score -8452373 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132069 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8452588.000000 Penalty: 1077.253784
	Iteration 15Q: 3 clusters Score -8452588 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132655 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -8452746.000000 Penalty: 1077.253784
	Iteration 16Q: 3 clusters Score -8452746 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8452880.000000 Penalty: 1077.253784
	Iteration 17Q: 3 clusters Score -8452880 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133548 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8453030.000000 Penalty: 1077.253784
	Iteration 18Q: 3 clusters Score -8453030 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8453146.000000 Penalty: 1077.253784
	Iteration 19Q: 3 clusters Score -8453146 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8453240.000000 Penalty: 1077.253784
	Iteration 20F: 3 clusters Score -8453240 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8453316.000000 Penalty: 1077.253784
	Iteration 21Q: 3 clusters Score -8453316 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134540 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8453345.000000 Penalty: 1077.253784
	Iteration 22Q: 3 clusters Score -8453345 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8453416.000000 Penalty: 1077.253784
	Iteration 23Q: 3 clusters Score -8453416 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8453481.000000 Penalty: 1077.253784
	Iteration 24Q: 3 clusters Score -8453481 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135031 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8453550.000000 Penalty: 1077.253784
	Iteration 25Q: 3 clusters Score -8453550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8453567.000000 Penalty: 1077.253784
	Iteration 26Q: 3 clusters Score -8453567 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8453599.000000 Penalty: 1077.253784
	Iteration 27Q: 3 clusters Score -8453599 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135407 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8453657.000000 Penalty: 1077.253784
	Iteration 28Q: 3 clusters Score -8453657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8453696.000000 Penalty: 1077.253784
	Iteration 29Q: 3 clusters Score -8453696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135621 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -8453742.000000 Penalty: 1077.253784
	Iteration 30Q: 3 clusters Score -8453742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8453799.000000 Penalty: 1077.253784
	Iteration 31Q: 3 clusters Score -8453799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135791 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8453861.000000 Penalty: 1077.253784
	Iteration 32Q: 3 clusters Score -8453861 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135850 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8453878.000000 Penalty: 1077.253784
	Iteration 33Q: 3 clusters Score -8453878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8453889.000000 Penalty: 1077.253784
	Iteration 34Q: 3 clusters Score -8453889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135926 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8453907.000000 Penalty: 1077.253784
	Iteration 35Q: 3 clusters Score -8453907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135952 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8453918.000000 Penalty: 1077.253784
	Iteration 36Q: 3 clusters Score -8453918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135969 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8453913.000000 Penalty: 1077.253784
	Iteration 37Q: 3 clusters Score -8453913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8453928.000000 Penalty: 1077.253784
	Iteration 38Q: 3 clusters Score -8453928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8453939.000000 Penalty: 1077.253784
	Iteration 39Q: 3 clusters Score -8453939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8453938.000000 Penalty: 1077.253784
	Iteration 40F: 3 clusters Score -8453938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8453941.000000 Penalty: 1077.253784
	Iteration 41Q: 3 clusters Score -8453941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8453943.000000 Penalty: 1077.253784
	Iteration 42Q: 3 clusters Score -8453943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136062 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8453940.000000 Penalty: 1077.253784
	Iteration 43Q: 3 clusters Score -8453940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8453943.000000 Penalty: 1077.253784
	Iteration 44Q: 3 clusters Score -8453943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136081 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8453949.000000 Penalty: 1077.253784
	Iteration 45Q: 3 clusters Score -8453949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136096 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8453953.000000 Penalty: 1077.253784
	Iteration 46Q: 3 clusters Score -8453953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136104 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8453961.000000 Penalty: 1077.253784
	Iteration 47Q: 3 clusters Score -8453961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136118 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8453965.000000 Penalty: 1077.253784
	Iteration 48Q: 3 clusters Score -8453965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136130 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8453959.000000 Penalty: 1077.253784
	Iteration 49Q: 3 clusters Score -8453959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8453963.000000 Penalty: 1077.253784
	Iteration 50Q: 3 clusters Score -8453963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8453981.000000 Penalty: 1077.253784
	Iteration 51Q: 3 clusters Score -8453981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136170 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8453969.000000 Penalty: 1077.253784
	Iteration 52Q: 3 clusters Score -8453969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8453972.000000 Penalty: 1077.253784
	Iteration 53Q: 3 clusters Score -8453972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8453980.000000 Penalty: 1077.253784
	Iteration 54Q: 3 clusters Score -8453980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136188 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8453987.000000 Penalty: 1077.253784
	Iteration 55Q: 3 clusters Score -8453987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8453985.000000 Penalty: 1077.253784
	Iteration 56Q: 3 clusters Score -8453985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8453991.000000 Penalty: 1077.253784
	Iteration 57Q: 3 clusters Score -8453991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136213 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8454002.000000 Penalty: 1077.253784
	Iteration 58Q: 3 clusters Score -8454002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8454011.000000 Penalty: 1077.253784
	Iteration 59Q: 3 clusters Score -8454011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136232 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8454020.000000 Penalty: 1077.253784
	Iteration 60F: 3 clusters Score -8454020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8454022.000000 Penalty: 1077.253784
	Iteration 61Q: 3 clusters Score -8454022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8454016.000000 Penalty: 1077.253784
	Iteration 62Q: 3 clusters Score -8454016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136244 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8454011.000000 Penalty: 1077.253784
	Iteration 63Q: 3 clusters Score -8454011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8454013.000000 Penalty: 1077.253784
	Iteration 64Q: 3 clusters Score -8454013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8454014.000000 Penalty: 1077.253784
	Iteration 65Q: 3 clusters Score -8454014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8454017.000000 Penalty: 1077.253784
	Iteration 66Q: 3 clusters Score -8454017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8454019.000000 Penalty: 1077.253784
	Iteration 67Q: 3 clusters Score -8454019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136250 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8454021.000000 Penalty: 1077.253784
	Iteration 68Q: 3 clusters Score -8454021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136243 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8454023.000000 Penalty: 1077.253784
	Iteration 69Q: 3 clusters Score -8454023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8454024.000000 Penalty: 1077.253784
	Iteration 70Q: 3 clusters Score -8454024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8454016.000000 Penalty: 1077.253784
	Iteration 71Q: 3 clusters Score -8454016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8454028.000000 Penalty: 1077.253784
	Iteration 72Q: 3 clusters Score -8454028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8454025.000000 Penalty: 1077.253784
	Iteration 73Q: 3 clusters Score -8454025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8454032.000000 Penalty: 1077.253784
	Iteration 74Q: 3 clusters Score -8454032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8454034.000000 Penalty: 1077.253784
	Iteration 75Q: 3 clusters Score -8454034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8454034.000000 Penalty: 1077.253784
	Iteration 76Q: 3 clusters Score -8454034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8454041.000000 Penalty: 1077.253784
	Iteration 77Q: 3 clusters Score -8454041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136241 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8454034.000000 Penalty: 1077.253784
	Iteration 78Q: 3 clusters Score -8454034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8454038.000000 Penalty: 1077.253784
	Iteration 79Q: 3 clusters Score -8454038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8454039.000000 Penalty: 1077.253784
	Iteration 80F: 3 clusters Score -8454039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8454049.000000 Penalty: 1077.253784
	Iteration 81Q: 3 clusters Score -8454049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8454043.000000 Penalty: 1077.253784
	Iteration 82Q: 3 clusters Score -8454043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136268 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8454041.000000 Penalty: 1077.253784
	Iteration 83Q: 3 clusters Score -8454041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136277 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8454036.000000 Penalty: 1077.253784
	Iteration 84Q: 3 clusters Score -8454036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8454049.000000 Penalty: 1077.253784
	Iteration 85Q: 3 clusters Score -8454049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8454055.000000 Penalty: 1077.253784
	Iteration 86Q: 3 clusters Score -8454055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136313 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8454078.000000 Penalty: 1077.253784
	Iteration 87Q: 3 clusters Score -8454078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136324 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8454087.000000 Penalty: 1077.253784
	Iteration 88Q: 3 clusters Score -8454087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8454099.000000 Penalty: 1077.253784
	Iteration 89Q: 3 clusters Score -8454099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8454094.000000 Penalty: 1077.253784
	Iteration 90Q: 3 clusters Score -8454094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136320 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8454096.000000 Penalty: 1077.253784
	Iteration 91Q: 3 clusters Score -8454096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8454099.000000 Penalty: 1077.253784
	Iteration 92Q: 3 clusters Score -8454099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8454095.000000 Penalty: 1077.253784
	Iteration 93Q: 3 clusters Score -8454095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8454110.000000 Penalty: 1077.253784
	Iteration 94Q: 3 clusters Score -8454110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136305 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8454107.000000 Penalty: 1077.253784
	Iteration 95Q: 3 clusters Score -8454107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8454112.000000 Penalty: 1077.253784
	Iteration 96Q: 3 clusters Score -8454112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8454117.000000 Penalty: 1077.253784
	Iteration 97Q: 3 clusters Score -8454117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136308 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8454121.000000 Penalty: 1077.253784
	Iteration 98Q: 3 clusters Score -8454121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8454120.000000 Penalty: 1077.253784
	Iteration 99Q: 3 clusters Score -8454120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136313 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8454120.000000 Penalty: 1077.253784
	Iteration 100F: 3 clusters Score -8454120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136320 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8454123.000000 Penalty: 1077.253784
	Iteration 101Q: 3 clusters Score -8454123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136327 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8454133.000000 Penalty: 1077.253784
	Iteration 102Q: 3 clusters Score -8454133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8454144.000000 Penalty: 1077.253784
	Iteration 103Q: 3 clusters Score -8454144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136330 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8454144.000000 Penalty: 1077.253784
	Iteration 104Q: 3 clusters Score -8454144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8454141.000000 Penalty: 1077.253784
	Iteration 105Q: 3 clusters Score -8454141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8454140.000000 Penalty: 1077.253784
	Iteration 106Q: 3 clusters Score -8454140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8454137.000000 Penalty: 1077.253784
	Iteration 107Q: 3 clusters Score -8454137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136338 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8454132.000000 Penalty: 1077.253784
	Iteration 108Q: 3 clusters Score -8454132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136339 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8454137.000000 Penalty: 1077.253784
	Iteration 109Q: 3 clusters Score -8454137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136339 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8454137.000000 Penalty: 1077.253784
	Iteration 110F: 3 clusters Score -8454137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -93245.960938 Penalty: 338.419678
	Iteration 0F: 2 clusters Score -93245.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92169.335938 Penalty: 676.839355
	Iteration 0F: 3 clusters Score -92169.34 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -94067.703125 Penalty: 676.839355
	Iteration 1F: 3 clusters Score -94067.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -94597.109375 Penalty: 676.839355
	Iteration 2F: 3 clusters Score -94597.11 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94813.781250 Penalty: 676.839355
	Iteration 3F: 3 clusters Score -94813.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94885.976562 Penalty: 676.839355
	Iteration 4Q: 3 clusters Score -94885.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -94905.710938 Penalty: 676.839355
	Iteration 5Q: 3 clusters Score -94905.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -94911.343750 Penalty: 676.839355
	Iteration 6Q: 3 clusters Score -94911.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -94914.023438 Penalty: 676.839355
	Iteration 7Q: 3 clusters Score -94914.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -94918.882812 Penalty: 676.839355
	Iteration 8Q: 3 clusters Score -94918.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94919.937500 Penalty: 676.839355
	Iteration 9Q: 3 clusters Score -94919.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -94920.640625 Penalty: 676.839355
	Iteration 10Q: 3 clusters Score -94920.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -94920.679688 Penalty: 676.839355
	Iteration 11Q: 3 clusters Score -94920.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -94922.070312 Penalty: 676.839355
	Iteration 12Q: 3 clusters Score -94922.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94922.476562 Penalty: 676.839355
	Iteration 13Q: 3 clusters Score -94922.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -94924.351562 Penalty: 676.839355
	Iteration 14Q: 3 clusters Score -94924.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -94927.781250 Penalty: 676.839355
	Iteration 15Q: 3 clusters Score -94927.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -94928.757812 Penalty: 676.839355
	Iteration 16Q: 3 clusters Score -94928.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -94928.546875 Penalty: 676.839355
	Iteration 17Q: 3 clusters Score -94928.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -94931.437500 Penalty: 676.839355
	Iteration 18Q: 3 clusters Score -94931.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -94925.890625 Penalty: 676.839355
	Iteration 19Q: 3 clusters Score -94925.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -94932.929688 Penalty: 676.839355
	Iteration 20F: 3 clusters Score -94932.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -94931.468750 Penalty: 676.839355
	Iteration 21Q: 3 clusters Score -94931.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -94935.500000 Penalty: 676.839355
	Iteration 22Q: 3 clusters Score -94935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94932.609375 Penalty: 676.839355
	Iteration 23Q: 3 clusters Score -94932.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94936.140625 Penalty: 676.839355
	Iteration 24Q: 3 clusters Score -94936.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94936.140625 Penalty: 676.839355
	Iteration 25F: 3 clusters Score -94936.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 180447 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Mstep: Class 21 contains 753 members 
Entering Unmasked Estep 
Score: -53161488.000000 Penalty: 13098.026367
Splitting cluster 12 changes total score from -53145796.000000 to -53161488.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (117174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117174 members 
Entering Unmasked Estep 
Score: -7324894.500000 Penalty: 531.049377
	Iteration 0F: 2 clusters Score -7324894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -7252118.000000 Penalty: 1062.098755
	Iteration 0F: 3 clusters Score -7252118 nChanged 57390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -7286865.000000 Penalty: 1062.098755
	Iteration 1F: 3 clusters Score -7286865 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -7288497.000000 Penalty: 1062.098755
	Iteration 2Q: 3 clusters Score -7288497 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -7291254.500000 Penalty: 1062.098755
	Iteration 3Q: 3 clusters Score -7291254 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -7295862.500000 Penalty: 1062.098755
	Iteration 4F: 3 clusters Score -7295862 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -7302258.000000 Penalty: 1062.098755
	Iteration 5F: 3 clusters Score -7302258 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -7309353.500000 Penalty: 1062.098755
	Iteration 6F: 3 clusters Score -7309354 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 102988 members 
Entering Unmasked Estep 
Score: -7314950.500000 Penalty: 1062.098755
	Iteration 7F: 3 clusters Score -7314950 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -7318568.000000 Penalty: 1062.098755
	Iteration 8Q: 3 clusters Score -7318568 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -7320432.000000 Penalty: 1062.098755
	Iteration 9Q: 3 clusters Score -7320432 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 111953 members 
Entering Unmasked Estep 
Score: -7321506.500000 Penalty: 1062.098755
	Iteration 10Q: 3 clusters Score -7321506 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -7322321.500000 Penalty: 1062.098755
	Iteration 11Q: 3 clusters Score -7322322 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -7322834.000000 Penalty: 1062.098755
	Iteration 12Q: 3 clusters Score -7322834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -7323213.000000 Penalty: 1062.098755
	Iteration 13Q: 3 clusters Score -7323213 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -7323450.500000 Penalty: 1062.098755
	Iteration 14Q: 3 clusters Score -7323450 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -7323618.500000 Penalty: 1062.098755
	Iteration 15Q: 3 clusters Score -7323618 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -7323744.000000 Penalty: 1062.098755
	Iteration 16Q: 3 clusters Score -7323744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -7323851.000000 Penalty: 1062.098755
	Iteration 17Q: 3 clusters Score -7323851 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -7323955.000000 Penalty: 1062.098755
	Iteration 18Q: 3 clusters Score -7323955 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -7324013.000000 Penalty: 1062.098755
	Iteration 19Q: 3 clusters Score -7324013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -7324084.500000 Penalty: 1062.098755
	Iteration 20F: 3 clusters Score -7324084 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 115188 members 
Entering Unmasked Estep 
Score: -7324148.000000 Penalty: 1062.098755
	Iteration 21Q: 3 clusters Score -7324148 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -7324197.500000 Penalty: 1062.098755
	Iteration 22Q: 3 clusters Score -7324198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -7324231.000000 Penalty: 1062.098755
	Iteration 23Q: 3 clusters Score -7324231 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -7324247.500000 Penalty: 1062.098755
	Iteration 24Q: 3 clusters Score -7324248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 115193 members 
Entering Unmasked Estep 
Score: -7324283.000000 Penalty: 1062.098755
	Iteration 25Q: 3 clusters Score -7324283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 115172 members 
Entering Unmasked Estep 
Score: -7324317.500000 Penalty: 1062.098755
	Iteration 26Q: 3 clusters Score -7324318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 115161 members 
Entering Unmasked Estep 
Score: -7324334.000000 Penalty: 1062.098755
	Iteration 27Q: 3 clusters Score -7324334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -7324373.000000 Penalty: 1062.098755
	Iteration 28Q: 3 clusters Score -7324373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -7324399.500000 Penalty: 1062.098755
	Iteration 29Q: 3 clusters Score -7324400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -7324423.000000 Penalty: 1062.098755
	Iteration 30Q: 3 clusters Score -7324423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -7324417.000000 Penalty: 1062.098755
	Iteration 31Q: 3 clusters Score -7324417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -7324431.000000 Penalty: 1062.098755
	Iteration 32Q: 3 clusters Score -7324431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -7324444.500000 Penalty: 1062.098755
	Iteration 33Q: 3 clusters Score -7324444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -7324463.500000 Penalty: 1062.098755
	Iteration 34Q: 3 clusters Score -7324464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -7324452.500000 Penalty: 1062.098755
	Iteration 35Q: 3 clusters Score -7324452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -7324461.500000 Penalty: 1062.098755
	Iteration 36Q: 3 clusters Score -7324462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -7324472.500000 Penalty: 1062.098755
	Iteration 37Q: 3 clusters Score -7324472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -7324487.500000 Penalty: 1062.098755
	Iteration 38Q: 3 clusters Score -7324488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -7324503.000000 Penalty: 1062.098755
	Iteration 39Q: 3 clusters Score -7324503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -7324521.000000 Penalty: 1062.098755
	Iteration 40F: 3 clusters Score -7324521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -7324520.000000 Penalty: 1062.098755
	Iteration 41Q: 3 clusters Score -7324520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -7324526.000000 Penalty: 1062.098755
	Iteration 42Q: 3 clusters Score -7324526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -7324531.500000 Penalty: 1062.098755
	Iteration 43Q: 3 clusters Score -7324532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -7324530.000000 Penalty: 1062.098755
	Iteration 44Q: 3 clusters Score -7324530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -7324543.500000 Penalty: 1062.098755
	Iteration 45Q: 3 clusters Score -7324544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 115063 members 
Entering Unmasked Estep 
Score: -7324541.000000 Penalty: 1062.098755
	Iteration 46Q: 3 clusters Score -7324541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -7324542.500000 Penalty: 1062.098755
	Iteration 47Q: 3 clusters Score -7324542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -7324533.500000 Penalty: 1062.098755
	Iteration 48Q: 3 clusters Score -7324534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -7324534.500000 Penalty: 1062.098755
	Iteration 49Q: 3 clusters Score -7324534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -7324543.500000 Penalty: 1062.098755
	Iteration 50Q: 3 clusters Score -7324544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 115027 members 
Entering Unmasked Estep 
Score: -7324540.500000 Penalty: 1062.098755
	Iteration 51Q: 3 clusters Score -7324540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -7324533.500000 Penalty: 1062.098755
	Iteration 52Q: 3 clusters Score -7324534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -7324542.500000 Penalty: 1062.098755
	Iteration 53Q: 3 clusters Score -7324542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 114982 members 
Entering Unmasked Estep 
Score: -7324537.000000 Penalty: 1062.098755
	Iteration 54Q: 3 clusters Score -7324537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -7324528.000000 Penalty: 1062.098755
	Iteration 55Q: 3 clusters Score -7324528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -7324539.500000 Penalty: 1062.098755
	Iteration 56Q: 3 clusters Score -7324540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -7324547.000000 Penalty: 1062.098755
	Iteration 57Q: 3 clusters Score -7324547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -7324545.500000 Penalty: 1062.098755
	Iteration 58Q: 3 clusters Score -7324546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -7324555.000000 Penalty: 1062.098755
	Iteration 59Q: 3 clusters Score -7324555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -7324548.500000 Penalty: 1062.098755
	Iteration 60F: 3 clusters Score -7324548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -7324526.000000 Penalty: 1062.098755
	Iteration 61Q: 3 clusters Score -7324526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 114882 members 
Entering Unmasked Estep 
Score: -7324528.500000 Penalty: 1062.098755
	Iteration 62Q: 3 clusters Score -7324528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
Score: -7324527.500000 Penalty: 1062.098755
	Iteration 63Q: 3 clusters Score -7324528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 114833 members 
Entering Unmasked Estep 
Score: -7324532.000000 Penalty: 1062.098755
	Iteration 64Q: 3 clusters Score -7324532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -7324526.500000 Penalty: 1062.098755
	Iteration 65Q: 3 clusters Score -7324526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
Score: -7324521.500000 Penalty: 1062.098755
	Iteration 66Q: 3 clusters Score -7324522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 114753 members 
Entering Unmasked Estep 
Score: -7324505.500000 Penalty: 1062.098755
	Iteration 67Q: 3 clusters Score -7324506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -7324491.500000 Penalty: 1062.098755
	Iteration 68Q: 3 clusters Score -7324492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -7324497.000000 Penalty: 1062.098755
	Iteration 69Q: 3 clusters Score -7324497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 114643 members 
Entering Unmasked Estep 
Score: -7324497.500000 Penalty: 1062.098755
	Iteration 70Q: 3 clusters Score -7324498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -7324484.500000 Penalty: 1062.098755
	Iteration 71Q: 3 clusters Score -7324484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -7324467.500000 Penalty: 1062.098755
	Iteration 72Q: 3 clusters Score -7324468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -7324466.000000 Penalty: 1062.098755
	Iteration 73Q: 3 clusters Score -7324466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -7324452.500000 Penalty: 1062.098755
	Iteration 74Q: 3 clusters Score -7324452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -7324449.500000 Penalty: 1062.098755
	Iteration 75Q: 3 clusters Score -7324450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -7324449.500000 Penalty: 1062.098755
	Iteration 76Q: 3 clusters Score -7324450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 114431 members 
Entering Unmasked Estep 
Score: -7324446.500000 Penalty: 1062.098755
	Iteration 77Q: 3 clusters Score -7324446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 114415 members 
Entering Unmasked Estep 
Score: -7324443.500000 Penalty: 1062.098755
	Iteration 78Q: 3 clusters Score -7324444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -7324442.500000 Penalty: 1062.098755
	Iteration 79Q: 3 clusters Score -7324442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -7324446.000000 Penalty: 1062.098755
	Iteration 80F: 3 clusters Score -7324446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -7324449.000000 Penalty: 1062.098755
	Iteration 81Q: 3 clusters Score -7324449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -7324443.000000 Penalty: 1062.098755
	Iteration 82Q: 3 clusters Score -7324443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 114334 members 
Entering Unmasked Estep 
Score: -7324439.500000 Penalty: 1062.098755
	Iteration 83Q: 3 clusters Score -7324440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 114320 members 
Entering Unmasked Estep 
Score: -7324434.000000 Penalty: 1062.098755
	Iteration 84Q: 3 clusters Score -7324434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -7324444.500000 Penalty: 1062.098755
	Iteration 85Q: 3 clusters Score -7324444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -7324442.500000 Penalty: 1062.098755
	Iteration 86Q: 3 clusters Score -7324442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -7324447.500000 Penalty: 1062.098755
	Iteration 87Q: 3 clusters Score -7324448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -7324436.500000 Penalty: 1062.098755
	Iteration 88Q: 3 clusters Score -7324436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -7324431.500000 Penalty: 1062.098755
	Iteration 89Q: 3 clusters Score -7324432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -7324426.500000 Penalty: 1062.098755
	Iteration 90Q: 3 clusters Score -7324426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -7324421.500000 Penalty: 1062.098755
	Iteration 91Q: 3 clusters Score -7324422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -7324417.500000 Penalty: 1062.098755
	Iteration 92Q: 3 clusters Score -7324418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -7324421.500000 Penalty: 1062.098755
	Iteration 93Q: 3 clusters Score -7324422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -7324412.500000 Penalty: 1062.098755
	Iteration 94Q: 3 clusters Score -7324412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 114136 members 
Entering Unmasked Estep 
Score: -7324404.500000 Penalty: 1062.098755
	Iteration 95Q: 3 clusters Score -7324404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -7324401.500000 Penalty: 1062.098755
	Iteration 96Q: 3 clusters Score -7324402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -7324396.000000 Penalty: 1062.098755
	Iteration 97Q: 3 clusters Score -7324396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -7324383.500000 Penalty: 1062.098755
	Iteration 98Q: 3 clusters Score -7324384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 114016 members 
Entering Unmasked Estep 
Score: -7324376.500000 Penalty: 1062.098755
	Iteration 99Q: 3 clusters Score -7324376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -7324378.000000 Penalty: 1062.098755
	Iteration 100F: 3 clusters Score -7324378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -7324368.500000 Penalty: 1062.098755
	Iteration 101Q: 3 clusters Score -7324368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 113927 members 
Entering Unmasked Estep 
Score: -7324363.500000 Penalty: 1062.098755
	Iteration 102Q: 3 clusters Score -7324364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -7324351.000000 Penalty: 1062.098755
	Iteration 103Q: 3 clusters Score -7324351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -7324325.000000 Penalty: 1062.098755
	Iteration 104Q: 3 clusters Score -7324325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -7324337.500000 Penalty: 1062.098755
	Iteration 105Q: 3 clusters Score -7324338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -7324331.000000 Penalty: 1062.098755
	Iteration 106Q: 3 clusters Score -7324331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -7324322.500000 Penalty: 1062.098755
	Iteration 107Q: 3 clusters Score -7324322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
Score: -7324327.000000 Penalty: 1062.098755
	Iteration 108Q: 3 clusters Score -7324327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -7324303.000000 Penalty: 1062.098755
	Iteration 109Q: 3 clusters Score -7324303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -7324298.000000 Penalty: 1062.098755
	Iteration 110Q: 3 clusters Score -7324298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -7324286.500000 Penalty: 1062.098755
	Iteration 111Q: 3 clusters Score -7324286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -7324285.500000 Penalty: 1062.098755
	Iteration 112Q: 3 clusters Score -7324286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -7324284.500000 Penalty: 1062.098755
	Iteration 113Q: 3 clusters Score -7324284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -7324291.000000 Penalty: 1062.098755
	Iteration 114Q: 3 clusters Score -7324291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -7324295.500000 Penalty: 1062.098755
	Iteration 115Q: 3 clusters Score -7324296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -7324296.500000 Penalty: 1062.098755
	Iteration 116Q: 3 clusters Score -7324296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -7324272.000000 Penalty: 1062.098755
	Iteration 117Q: 3 clusters Score -7324272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -7324277.000000 Penalty: 1062.098755
	Iteration 118Q: 3 clusters Score -7324277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -7324279.000000 Penalty: 1062.098755
	Iteration 119Q: 3 clusters Score -7324279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -7324273.000000 Penalty: 1062.098755
	Iteration 120F: 3 clusters Score -7324273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 113162 members 
Entering Unmasked Estep 
Score: -7324265.000000 Penalty: 1062.098755
	Iteration 121Q: 3 clusters Score -7324265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -7324272.500000 Penalty: 1062.098755
	Iteration 122Q: 3 clusters Score -7324272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -7324270.500000 Penalty: 1062.098755
	Iteration 123Q: 3 clusters Score -7324270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -7324268.000000 Penalty: 1062.098755
	Iteration 124Q: 3 clusters Score -7324268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -7324264.000000 Penalty: 1062.098755
	Iteration 125Q: 3 clusters Score -7324264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -7324263.000000 Penalty: 1062.098755
	Iteration 126Q: 3 clusters Score -7324263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -7324258.000000 Penalty: 1062.098755
	Iteration 127Q: 3 clusters Score -7324258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -7324266.000000 Penalty: 1062.098755
	Iteration 128Q: 3 clusters Score -7324266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -7324275.500000 Penalty: 1062.098755
	Iteration 129Q: 3 clusters Score -7324276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -7324282.000000 Penalty: 1062.098755
	Iteration 130Q: 3 clusters Score -7324282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 112868 members 
Entering Unmasked Estep 
Score: -7324284.000000 Penalty: 1062.098755
	Iteration 131Q: 3 clusters Score -7324284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -7324288.000000 Penalty: 1062.098755
	Iteration 132Q: 3 clusters Score -7324288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -7324295.500000 Penalty: 1062.098755
	Iteration 133Q: 3 clusters Score -7324296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -7324288.000000 Penalty: 1062.098755
	Iteration 134Q: 3 clusters Score -7324288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -7324282.500000 Penalty: 1062.098755
	Iteration 135Q: 3 clusters Score -7324282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -7324284.000000 Penalty: 1062.098755
	Iteration 136Q: 3 clusters Score -7324284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -7324277.500000 Penalty: 1062.098755
	Iteration 137Q: 3 clusters Score -7324278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -7324272.000000 Penalty: 1062.098755
	Iteration 138Q: 3 clusters Score -7324272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -7324277.000000 Penalty: 1062.098755
	Iteration 139Q: 3 clusters Score -7324277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 112788 members 
Entering Unmasked Estep 
Score: -7324276.000000 Penalty: 1062.098755
	Iteration 140F: 3 clusters Score -7324276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -7324279.000000 Penalty: 1062.098755
	Iteration 141Q: 3 clusters Score -7324279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -7324280.000000 Penalty: 1062.098755
	Iteration 142Q: 3 clusters Score -7324280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -7324281.000000 Penalty: 1062.098755
	Iteration 143Q: 3 clusters Score -7324281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 112780 members 
Entering Unmasked Estep 
Score: -7324279.500000 Penalty: 1062.098755
	Iteration 144Q: 3 clusters Score -7324280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 112778 members 
Entering Unmasked Estep 
Score: -7324279.000000 Penalty: 1062.098755
	Iteration 145Q: 3 clusters Score -7324279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -7324288.000000 Penalty: 1062.098755
	Iteration 146Q: 3 clusters Score -7324288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -7324283.500000 Penalty: 1062.098755
	Iteration 147Q: 3 clusters Score -7324284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -7324286.000000 Penalty: 1062.098755
	Iteration 148Q: 3 clusters Score -7324286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 112753 members 
Entering Unmasked Estep 
Score: -7324282.500000 Penalty: 1062.098755
	Iteration 149Q: 3 clusters Score -7324282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 112750 members 
Entering Unmasked Estep 
Score: -7324276.500000 Penalty: 1062.098755
	Iteration 150Q: 3 clusters Score -7324276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -7324283.000000 Penalty: 1062.098755
	Iteration 151Q: 3 clusters Score -7324283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -7324281.000000 Penalty: 1062.098755
	Iteration 152Q: 3 clusters Score -7324281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -7324293.000000 Penalty: 1062.098755
	Iteration 153Q: 3 clusters Score -7324293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -7324284.500000 Penalty: 1062.098755
	Iteration 154Q: 3 clusters Score -7324284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -7324289.000000 Penalty: 1062.098755
	Iteration 155Q: 3 clusters Score -7324289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -7324297.000000 Penalty: 1062.098755
	Iteration 156Q: 3 clusters Score -7324297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -7324298.000000 Penalty: 1062.098755
	Iteration 157Q: 3 clusters Score -7324298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 112707 members 
Entering Unmasked Estep 
Score: -7324294.500000 Penalty: 1062.098755
	Iteration 158Q: 3 clusters Score -7324294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -7324292.500000 Penalty: 1062.098755
	Iteration 159Q: 3 clusters Score -7324292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -7324292.500000 Penalty: 1062.098755
	Iteration 160F: 3 clusters Score -7324292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Entering Unmasked Estep 
Score: -1230486.875000 Penalty: 448.145325
	Iteration 0F: 2 clusters Score -1230487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1217900.875000 Penalty: 896.290649
	Iteration 0F: 3 clusters Score -1217901 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1223759.875000 Penalty: 896.290649
	Iteration 1F: 3 clusters Score -1223760 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1224655.625000 Penalty: 896.290649
	Iteration 2F: 3 clusters Score -1224656 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1225976.500000 Penalty: 896.290649
	Iteration 3F: 3 clusters Score -1225976 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1227213.125000 Penalty: 896.290649
	Iteration 4F: 3 clusters Score -1227213 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1227935.000000 Penalty: 896.290649
	Iteration 5Q: 3 clusters Score -1227935 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1228276.125000 Penalty: 896.290649
	Iteration 6Q: 3 clusters Score -1228276 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1228503.625000 Penalty: 896.290649
	Iteration 7Q: 3 clusters Score -1228504 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1228700.250000 Penalty: 896.290649
	Iteration 8Q: 3 clusters Score -1228700 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1228861.000000 Penalty: 896.290649
	Iteration 9Q: 3 clusters Score -1228861 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1229027.375000 Penalty: 896.290649
	Iteration 10Q: 3 clusters Score -1229027 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1229188.750000 Penalty: 896.290649
	Iteration 11Q: 3 clusters Score -1229189 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1229352.750000 Penalty: 896.290649
	Iteration 12Q: 3 clusters Score -1229353 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1229492.000000 Penalty: 896.290649
	Iteration 13Q: 3 clusters Score -1229492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1229610.250000 Penalty: 896.290649
	Iteration 14Q: 3 clusters Score -1229610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1229700.000000 Penalty: 896.290649
	Iteration 15Q: 3 clusters Score -1229700 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1229777.750000 Penalty: 896.290649
	Iteration 16Q: 3 clusters Score -1229778 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1229850.625000 Penalty: 896.290649
	Iteration 17Q: 3 clusters Score -1229851 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1229909.500000 Penalty: 896.290649
	Iteration 18Q: 3 clusters Score -1229910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1229950.125000 Penalty: 896.290649
	Iteration 19Q: 3 clusters Score -1229950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1229979.625000 Penalty: 896.290649
	Iteration 20F: 3 clusters Score -1229980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1229996.375000 Penalty: 896.290649
	Iteration 21Q: 3 clusters Score -1229996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1230017.375000 Penalty: 896.290649
	Iteration 22Q: 3 clusters Score -1230017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1230037.500000 Penalty: 896.290649
	Iteration 23Q: 3 clusters Score -1230038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1230054.625000 Penalty: 896.290649
	Iteration 24Q: 3 clusters Score -1230055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1230059.875000 Penalty: 896.290649
	Iteration 25Q: 3 clusters Score -1230060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1230077.500000 Penalty: 896.290649
	Iteration 26Q: 3 clusters Score -1230078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1230096.250000 Penalty: 896.290649
	Iteration 27Q: 3 clusters Score -1230096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1230102.875000 Penalty: 896.290649
	Iteration 28Q: 3 clusters Score -1230103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1230106.250000 Penalty: 896.290649
	Iteration 29Q: 3 clusters Score -1230106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1230107.625000 Penalty: 896.290649
	Iteration 30Q: 3 clusters Score -1230108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1230107.375000 Penalty: 896.290649
	Iteration 31Q: 3 clusters Score -1230107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1230108.500000 Penalty: 896.290649
	Iteration 32Q: 3 clusters Score -1230108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1230108.500000 Penalty: 896.290649
	Iteration 33F: 3 clusters Score -1230108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180447 members 
Entering Unmasked Estep 
Score: -10935274.000000 Penalty: 550.695251
	Iteration 0F: 2 clusters Score -1.093527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -10835169.000000 Penalty: 1101.390503
	Iteration 0F: 3 clusters Score -1.083517e+07 nChanged 88812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -10891386.000000 Penalty: 1101.390503
	Iteration 1F: 3 clusters Score -1.089139e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -10895571.000000 Penalty: 1101.390503
	Iteration 2F: 3 clusters Score -1.089557e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -10901274.000000 Penalty: 1101.390503
	Iteration 3F: 3 clusters Score -1.090127e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -10909417.000000 Penalty: 1101.390503
	Iteration 4F: 3 clusters Score -1.090942e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -10918510.000000 Penalty: 1101.390503
	Iteration 5F: 3 clusters Score -1.091851e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -10926089.000000 Penalty: 1101.390503
	Iteration 6F: 3 clusters Score -1.092609e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132770 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -10930910.000000 Penalty: 1101.390503
	Iteration 7F: 3 clusters Score -1.093091e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139303 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -10934230.000000 Penalty: 1101.390503
	Iteration 8Q: 3 clusters Score -1.093423e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145244 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -10937188.000000 Penalty: 1101.390503
	Iteration 9Q: 3 clusters Score -1.093719e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -10940274.000000 Penalty: 1101.390503
	Iteration 10Q: 3 clusters Score -1.094027e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -10943037.000000 Penalty: 1101.390503
	Iteration 11Q: 3 clusters Score -1.094304e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -10945254.000000 Penalty: 1101.390503
	Iteration 12Q: 3 clusters Score -1.094525e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160498 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -10946270.000000 Penalty: 1101.390503
	Iteration 13Q: 3 clusters Score -1.094627e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162592 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -10946696.000000 Penalty: 1101.390503
	Iteration 14Q: 3 clusters Score -1.09467e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -10946588.000000 Penalty: 1101.390503
	Iteration 15Q: 3 clusters Score -1.094659e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165717 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -10946304.000000 Penalty: 1101.390503
	Iteration 16Q: 3 clusters Score -1.09463e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -10945891.000000 Penalty: 1101.390503
	Iteration 17Q: 3 clusters Score -1.094589e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -10945590.000000 Penalty: 1101.390503
	Iteration 18Q: 3 clusters Score -1.094559e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169288 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -10945107.000000 Penalty: 1101.390503
	Iteration 19Q: 3 clusters Score -1.094511e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -10944640.000000 Penalty: 1101.390503
	Iteration 20F: 3 clusters Score -1.094464e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171137 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -10944195.000000 Penalty: 1101.390503
	Iteration 21Q: 3 clusters Score -1.09442e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -10943704.000000 Penalty: 1101.390503
	Iteration 22Q: 3 clusters Score -1.09437e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172582 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -10943224.000000 Penalty: 1101.390503
	Iteration 23Q: 3 clusters Score -1.094322e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -10942720.000000 Penalty: 1101.390503
	Iteration 24Q: 3 clusters Score -1.094272e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -10942209.000000 Penalty: 1101.390503
	Iteration 25Q: 3 clusters Score -1.094221e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174134 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -10941840.000000 Penalty: 1101.390503
	Iteration 26Q: 3 clusters Score -1.094184e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -10941461.000000 Penalty: 1101.390503
	Iteration 27Q: 3 clusters Score -1.094146e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -10941157.000000 Penalty: 1101.390503
	Iteration 28Q: 3 clusters Score -1.094116e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175161 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -10940871.000000 Penalty: 1101.390503
	Iteration 29Q: 3 clusters Score -1.094087e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -10940597.000000 Penalty: 1101.390503
	Iteration 30Q: 3 clusters Score -1.09406e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -10940316.000000 Penalty: 1101.390503
	Iteration 31Q: 3 clusters Score -1.094032e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -10940076.000000 Penalty: 1101.390503
	Iteration 32Q: 3 clusters Score -1.094008e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176137 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -10939857.000000 Penalty: 1101.390503
	Iteration 33Q: 3 clusters Score -1.093986e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10939651.000000 Penalty: 1101.390503
	Iteration 34Q: 3 clusters Score -1.093965e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -10939488.000000 Penalty: 1101.390503
	Iteration 35Q: 3 clusters Score -1.093949e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176627 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -10939354.000000 Penalty: 1101.390503
	Iteration 36Q: 3 clusters Score -1.093935e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176785 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -10939201.000000 Penalty: 1101.390503
	Iteration 37Q: 3 clusters Score -1.09392e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176936 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -10939038.000000 Penalty: 1101.390503
	Iteration 38Q: 3 clusters Score -1.093904e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -10938900.000000 Penalty: 1101.390503
	Iteration 39Q: 3 clusters Score -1.09389e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -10938751.000000 Penalty: 1101.390503
	Iteration 40F: 3 clusters Score -1.093875e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -10938607.000000 Penalty: 1101.390503
	Iteration 41Q: 3 clusters Score -1.093861e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10938524.000000 Penalty: 1101.390503
	Iteration 42Q: 3 clusters Score -1.093852e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10938434.000000 Penalty: 1101.390503
	Iteration 43Q: 3 clusters Score -1.093843e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177605 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -10938339.000000 Penalty: 1101.390503
	Iteration 44Q: 3 clusters Score -1.093834e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177697 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10938275.000000 Penalty: 1101.390503
	Iteration 45Q: 3 clusters Score -1.093828e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177765 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10938193.000000 Penalty: 1101.390503
	Iteration 46Q: 3 clusters Score -1.093819e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177818 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -10938151.000000 Penalty: 1101.390503
	Iteration 47Q: 3 clusters Score -1.093815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10938101.000000 Penalty: 1101.390503
	Iteration 48Q: 3 clusters Score -1.09381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -10938019.000000 Penalty: 1101.390503
	Iteration 49Q: 3 clusters Score -1.093802e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177974 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10937977.000000 Penalty: 1101.390503
	Iteration 50Q: 3 clusters Score -1.093798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10937908.000000 Penalty: 1101.390503
	Iteration 51Q: 3 clusters Score -1.093791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178070 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10937841.000000 Penalty: 1101.390503
	Iteration 52Q: 3 clusters Score -1.093784e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178125 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10937798.000000 Penalty: 1101.390503
	Iteration 53Q: 3 clusters Score -1.09378e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10937724.000000 Penalty: 1101.390503
	Iteration 54Q: 3 clusters Score -1.093772e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178208 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10937661.000000 Penalty: 1101.390503
	Iteration 55Q: 3 clusters Score -1.093766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178251 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10937567.000000 Penalty: 1101.390503
	Iteration 56Q: 3 clusters Score -1.093757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -10937519.000000 Penalty: 1101.390503
	Iteration 57Q: 3 clusters Score -1.093752e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10937481.000000 Penalty: 1101.390503
	Iteration 58Q: 3 clusters Score -1.093748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10937429.000000 Penalty: 1101.390503
	Iteration 59Q: 3 clusters Score -1.093743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178381 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10937395.000000 Penalty: 1101.390503
	Iteration 60F: 3 clusters Score -1.09374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10937368.000000 Penalty: 1101.390503
	Iteration 61Q: 3 clusters Score -1.093737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10937342.000000 Penalty: 1101.390503
	Iteration 62Q: 3 clusters Score -1.093734e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178436 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10937302.000000 Penalty: 1101.390503
	Iteration 63Q: 3 clusters Score -1.09373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178457 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10937287.000000 Penalty: 1101.390503
	Iteration 64Q: 3 clusters Score -1.093729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178470 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10937241.000000 Penalty: 1101.390503
	Iteration 65Q: 3 clusters Score -1.093724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178480 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10937237.000000 Penalty: 1101.390503
	Iteration 66Q: 3 clusters Score -1.093724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10937215.000000 Penalty: 1101.390503
	Iteration 67Q: 3 clusters Score -1.093722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10937221.000000 Penalty: 1101.390503
	Iteration 68Q: 3 clusters Score -1.093722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10937216.000000 Penalty: 1101.390503
	Iteration 69Q: 3 clusters Score -1.093722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10937212.000000 Penalty: 1101.390503
	Iteration 70Q: 3 clusters Score -1.093721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10937214.000000 Penalty: 1101.390503
	Iteration 71Q: 3 clusters Score -1.093721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10937191.000000 Penalty: 1101.390503
	Iteration 72Q: 3 clusters Score -1.093719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10937194.000000 Penalty: 1101.390503
	Iteration 73Q: 3 clusters Score -1.093719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178551 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10937192.000000 Penalty: 1101.390503
	Iteration 74Q: 3 clusters Score -1.093719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10937196.000000 Penalty: 1101.390503
	Iteration 75Q: 3 clusters Score -1.09372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178554 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10937198.000000 Penalty: 1101.390503
	Iteration 76Q: 3 clusters Score -1.09372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178554 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10937198.000000 Penalty: 1101.390503
	Iteration 77F: 3 clusters Score -1.09372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 178554 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 1893 members 
Entering Unmasked Estep 
Score: -53163612.000000 Penalty: 13721.741211
Splitting cluster 15 changes total score from -53145796.000000 to -53163612.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (106013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Entering Unmasked Estep 
Score: -6487727.500000 Penalty: 526.494934
	Iteration 0F: 2 clusters Score -6487728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -6418058.500000 Penalty: 1052.989868
	Iteration 0F: 3 clusters Score -6418058 nChanged 52022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -6451309.000000 Penalty: 1052.989868
	Iteration 1F: 3 clusters Score -6451309 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -6453683.000000 Penalty: 1052.989868
	Iteration 2F: 3 clusters Score -6453683 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -6456864.500000 Penalty: 1052.989868
	Iteration 3F: 3 clusters Score -6456864 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -6461257.500000 Penalty: 1052.989868
	Iteration 4F: 3 clusters Score -6461258 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -6466574.000000 Penalty: 1052.989868
	Iteration 5F: 3 clusters Score -6466574 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -6471479.500000 Penalty: 1052.989868
	Iteration 6F: 3 clusters Score -6471480 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -6474377.000000 Penalty: 1052.989868
	Iteration 7Q: 3 clusters Score -6474377 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -6475580.000000 Penalty: 1052.989868
	Iteration 8Q: 3 clusters Score -6475580 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -6476212.500000 Penalty: 1052.989868
	Iteration 9Q: 3 clusters Score -6476212 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -6476685.000000 Penalty: 1052.989868
	Iteration 10Q: 3 clusters Score -6476685 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -6477047.500000 Penalty: 1052.989868
	Iteration 11Q: 3 clusters Score -6477048 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -6477348.500000 Penalty: 1052.989868
	Iteration 12Q: 3 clusters Score -6477348 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -6477653.000000 Penalty: 1052.989868
	Iteration 13Q: 3 clusters Score -6477653 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -6477955.500000 Penalty: 1052.989868
	Iteration 14Q: 3 clusters Score -6477956 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -6478247.500000 Penalty: 1052.989868
	Iteration 15Q: 3 clusters Score -6478248 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -6478550.500000 Penalty: 1052.989868
	Iteration 16Q: 3 clusters Score -6478550 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -6478797.500000 Penalty: 1052.989868
	Iteration 17Q: 3 clusters Score -6478798 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -6479113.500000 Penalty: 1052.989868
	Iteration 18Q: 3 clusters Score -6479114 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -6479365.000000 Penalty: 1052.989868
	Iteration 19Q: 3 clusters Score -6479365 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -6479776.000000 Penalty: 1052.989868
	Iteration 20F: 3 clusters Score -6479776 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -6480140.000000 Penalty: 1052.989868
	Iteration 21Q: 3 clusters Score -6480140 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -6480523.000000 Penalty: 1052.989868
	Iteration 22Q: 3 clusters Score -6480523 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -6480937.000000 Penalty: 1052.989868
	Iteration 23Q: 3 clusters Score -6480937 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -6481327.000000 Penalty: 1052.989868
	Iteration 24Q: 3 clusters Score -6481327 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -6481627.000000 Penalty: 1052.989868
	Iteration 25Q: 3 clusters Score -6481627 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -6482013.500000 Penalty: 1052.989868
	Iteration 26Q: 3 clusters Score -6482014 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -6482323.000000 Penalty: 1052.989868
	Iteration 27Q: 3 clusters Score -6482323 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 81745 members 
Entering Unmasked Estep 
Score: -6482663.000000 Penalty: 1052.989868
	Iteration 28Q: 3 clusters Score -6482663 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -6482926.500000 Penalty: 1052.989868
	Iteration 29Q: 3 clusters Score -6482926 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -6483227.500000 Penalty: 1052.989868
	Iteration 30Q: 3 clusters Score -6483228 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -6483510.000000 Penalty: 1052.989868
	Iteration 31Q: 3 clusters Score -6483510 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -6483732.000000 Penalty: 1052.989868
	Iteration 32Q: 3 clusters Score -6483732 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -6483914.000000 Penalty: 1052.989868
	Iteration 33Q: 3 clusters Score -6483914 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -6484163.000000 Penalty: 1052.989868
	Iteration 34Q: 3 clusters Score -6484163 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -6484313.000000 Penalty: 1052.989868
	Iteration 35Q: 3 clusters Score -6484313 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -6484495.000000 Penalty: 1052.989868
	Iteration 36Q: 3 clusters Score -6484495 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -6484661.000000 Penalty: 1052.989868
	Iteration 37Q: 3 clusters Score -6484661 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -6484857.000000 Penalty: 1052.989868
	Iteration 38Q: 3 clusters Score -6484857 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -6485078.500000 Penalty: 1052.989868
	Iteration 39Q: 3 clusters Score -6485078 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -6485298.500000 Penalty: 1052.989868
	Iteration 40F: 3 clusters Score -6485298 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -6485491.000000 Penalty: 1052.989868
	Iteration 41Q: 3 clusters Score -6485491 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -6485693.500000 Penalty: 1052.989868
	Iteration 42Q: 3 clusters Score -6485694 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -6485891.500000 Penalty: 1052.989868
	Iteration 43Q: 3 clusters Score -6485892 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -6486070.500000 Penalty: 1052.989868
	Iteration 44Q: 3 clusters Score -6486070 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -6486219.000000 Penalty: 1052.989868
	Iteration 45Q: 3 clusters Score -6486219 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -6486454.500000 Penalty: 1052.989868
	Iteration 46Q: 3 clusters Score -6486454 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -6486584.500000 Penalty: 1052.989868
	Iteration 47Q: 3 clusters Score -6486584 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -6486771.000000 Penalty: 1052.989868
	Iteration 48Q: 3 clusters Score -6486771 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -6486843.500000 Penalty: 1052.989868
	Iteration 49Q: 3 clusters Score -6486844 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -6486900.500000 Penalty: 1052.989868
	Iteration 50Q: 3 clusters Score -6486900 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -6486936.000000 Penalty: 1052.989868
	Iteration 51Q: 3 clusters Score -6486936 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -6487042.500000 Penalty: 1052.989868
	Iteration 52Q: 3 clusters Score -6487042 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -6487120.500000 Penalty: 1052.989868
	Iteration 53Q: 3 clusters Score -6487120 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -6487189.000000 Penalty: 1052.989868
	Iteration 54Q: 3 clusters Score -6487189 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -6487223.500000 Penalty: 1052.989868
	Iteration 55Q: 3 clusters Score -6487224 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -6487256.500000 Penalty: 1052.989868
	Iteration 56Q: 3 clusters Score -6487256 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -6487278.500000 Penalty: 1052.989868
	Iteration 57Q: 3 clusters Score -6487278 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
Score: -6487273.000000 Penalty: 1052.989868
	Iteration 58Q: 3 clusters Score -6487273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -6487296.500000 Penalty: 1052.989868
	Iteration 59Q: 3 clusters Score -6487296 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -6487326.000000 Penalty: 1052.989868
	Iteration 60F: 3 clusters Score -6487326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -6487336.500000 Penalty: 1052.989868
	Iteration 61Q: 3 clusters Score -6487336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 105075 members 
Entering Unmasked Estep 
Score: -6487369.500000 Penalty: 1052.989868
	Iteration 62Q: 3 clusters Score -6487370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -6487391.500000 Penalty: 1052.989868
	Iteration 63Q: 3 clusters Score -6487392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
Score: -6487410.000000 Penalty: 1052.989868
	Iteration 64Q: 3 clusters Score -6487410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -6487438.000000 Penalty: 1052.989868
	Iteration 65Q: 3 clusters Score -6487438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -6487451.000000 Penalty: 1052.989868
	Iteration 66Q: 3 clusters Score -6487451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -6487459.500000 Penalty: 1052.989868
	Iteration 67Q: 3 clusters Score -6487460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -6487466.000000 Penalty: 1052.989868
	Iteration 68Q: 3 clusters Score -6487466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -6487464.500000 Penalty: 1052.989868
	Iteration 69Q: 3 clusters Score -6487464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 105370 members 
Entering Unmasked Estep 
Score: -6487475.500000 Penalty: 1052.989868
	Iteration 70Q: 3 clusters Score -6487476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -6487480.000000 Penalty: 1052.989868
	Iteration 71Q: 3 clusters Score -6487480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -6487488.500000 Penalty: 1052.989868
	Iteration 72Q: 3 clusters Score -6487488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -6487495.500000 Penalty: 1052.989868
	Iteration 73Q: 3 clusters Score -6487496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -6487498.000000 Penalty: 1052.989868
	Iteration 74Q: 3 clusters Score -6487498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -6487503.000000 Penalty: 1052.989868
	Iteration 75Q: 3 clusters Score -6487503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
Score: -6487512.500000 Penalty: 1052.989868
	Iteration 76Q: 3 clusters Score -6487512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -6487515.500000 Penalty: 1052.989868
	Iteration 77Q: 3 clusters Score -6487516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -6487521.000000 Penalty: 1052.989868
	Iteration 78Q: 3 clusters Score -6487521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -6487524.000000 Penalty: 1052.989868
	Iteration 79Q: 3 clusters Score -6487524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -6487530.000000 Penalty: 1052.989868
	Iteration 80F: 3 clusters Score -6487530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -6487530.500000 Penalty: 1052.989868
	Iteration 81Q: 3 clusters Score -6487530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -6487527.000000 Penalty: 1052.989868
	Iteration 82Q: 3 clusters Score -6487527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -6487521.000000 Penalty: 1052.989868
	Iteration 83Q: 3 clusters Score -6487521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -6487526.000000 Penalty: 1052.989868
	Iteration 84Q: 3 clusters Score -6487526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -6487519.000000 Penalty: 1052.989868
	Iteration 85Q: 3 clusters Score -6487519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -6487523.000000 Penalty: 1052.989868
	Iteration 86Q: 3 clusters Score -6487523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 105419 members 
Entering Unmasked Estep 
Score: -6487523.000000 Penalty: 1052.989868
	Iteration 87F: 3 clusters Score -6487523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -173303.343750 Penalty: 362.162964
	Iteration 0F: 2 clusters Score -173303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -171445.093750 Penalty: 724.325928
	Iteration 0F: 3 clusters Score -171445.1 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -174024.859375 Penalty: 724.325928
	Iteration 1F: 3 clusters Score -174024.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -174971.578125 Penalty: 724.325928
	Iteration 2F: 3 clusters Score -174971.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -175353.687500 Penalty: 724.325928
	Iteration 3F: 3 clusters Score -175353.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -175531.312500 Penalty: 724.325928
	Iteration 4F: 3 clusters Score -175531.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -175589.093750 Penalty: 724.325928
	Iteration 5Q: 3 clusters Score -175589.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -175613.062500 Penalty: 724.325928
	Iteration 6Q: 3 clusters Score -175613.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -175622.968750 Penalty: 724.325928
	Iteration 7Q: 3 clusters Score -175623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -175617.218750 Penalty: 724.325928
	Iteration 8Q: 3 clusters Score -175617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -175612.890625 Penalty: 724.325928
	Iteration 9Q: 3 clusters Score -175612.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -175633.140625 Penalty: 724.325928
	Iteration 10Q: 3 clusters Score -175633.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -175630.984375 Penalty: 724.325928
	Iteration 11Q: 3 clusters Score -175631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -175641.484375 Penalty: 724.325928
	Iteration 12Q: 3 clusters Score -175641.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -175646.796875 Penalty: 724.325928
	Iteration 13Q: 3 clusters Score -175646.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -175643.546875 Penalty: 724.325928
	Iteration 14Q: 3 clusters Score -175643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -175651.531250 Penalty: 724.325928
	Iteration 15Q: 3 clusters Score -175651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175651.656250 Penalty: 724.325928
	Iteration 16Q: 3 clusters Score -175651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -175648.328125 Penalty: 724.325928
	Iteration 17Q: 3 clusters Score -175648.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -175648.468750 Penalty: 724.325928
	Iteration 18Q: 3 clusters Score -175648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -175654.375000 Penalty: 724.325928
	Iteration 19Q: 3 clusters Score -175654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175656.593750 Penalty: 724.325928
	Iteration 20F: 3 clusters Score -175656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175660.375000 Penalty: 724.325928
	Iteration 21Q: 3 clusters Score -175660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -175656.437500 Penalty: 724.325928
	Iteration 22Q: 3 clusters Score -175656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -175657.171875 Penalty: 724.325928
	Iteration 23Q: 3 clusters Score -175657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -175652.484375 Penalty: 724.325928
	Iteration 24Q: 3 clusters Score -175652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -175660.843750 Penalty: 724.325928
	Iteration 25Q: 3 clusters Score -175660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -175636.515625 Penalty: 724.325928
	Iteration 26Q: 3 clusters Score -175636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -175663.406250 Penalty: 724.325928
	Iteration 27Q: 3 clusters Score -175663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -175647.968750 Penalty: 724.325928
	Iteration 28Q: 3 clusters Score -175648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -175657.375000 Penalty: 724.325928
	Iteration 29Q: 3 clusters Score -175657.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -175661.078125 Penalty: 724.325928
	Iteration 30Q: 3 clusters Score -175661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -175645.109375 Penalty: 724.325928
	Iteration 31Q: 3 clusters Score -175645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -175646.140625 Penalty: 724.325928
	Iteration 32Q: 3 clusters Score -175646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -175654.359375 Penalty: 724.325928
	Iteration 33Q: 3 clusters Score -175654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -175662.218750 Penalty: 724.325928
	Iteration 34Q: 3 clusters Score -175662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -175660.031250 Penalty: 724.325928
	Iteration 35Q: 3 clusters Score -175660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -175655.640625 Penalty: 724.325928
	Iteration 36Q: 3 clusters Score -175655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -175655.640625 Penalty: 724.325928
	Iteration 37F: 3 clusters Score -175655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 178554 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1138 members 
Entering Unmasked Estep 
Score: -53165968.000000 Penalty: 14345.457031
Splitting cluster 17 changes total score from -53145796.000000 to -53165968.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -280368.718750 Penalty: 384.230316
	Iteration 0F: 2 clusters Score -280368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -277387.625000 Penalty: 768.460632
	Iteration 0F: 3 clusters Score -277387.6 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -279679.218750 Penalty: 768.460632
	Iteration 1F: 3 clusters Score -279679.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -281148.875000 Penalty: 768.460632
	Iteration 2F: 3 clusters Score -281148.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -282260.468750 Penalty: 768.460632
	Iteration 3F: 3 clusters Score -282260.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -282555.343750 Penalty: 768.460632
	Iteration 4F: 3 clusters Score -282555.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -282651.968750 Penalty: 768.460632
	Iteration 5Q: 3 clusters Score -282652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -282710.406250 Penalty: 768.460632
	Iteration 6Q: 3 clusters Score -282710.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -282736.343750 Penalty: 768.460632
	Iteration 7Q: 3 clusters Score -282736.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -282742.156250 Penalty: 768.460632
	Iteration 8Q: 3 clusters Score -282742.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -282749.656250 Penalty: 768.460632
	Iteration 9Q: 3 clusters Score -282749.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -282756.750000 Penalty: 768.460632
	Iteration 10Q: 3 clusters Score -282756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -282770.343750 Penalty: 768.460632
	Iteration 11Q: 3 clusters Score -282770.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -282796.687500 Penalty: 768.460632
	Iteration 12Q: 3 clusters Score -282796.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -282816.343750 Penalty: 768.460632
	Iteration 13Q: 3 clusters Score -282816.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -282814.656250 Penalty: 768.460632
	Iteration 14Q: 3 clusters Score -282814.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -282832.093750 Penalty: 768.460632
	Iteration 15Q: 3 clusters Score -282832.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -282862.500000 Penalty: 768.460632
	Iteration 16Q: 3 clusters Score -282862.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -282873.437500 Penalty: 768.460632
	Iteration 17Q: 3 clusters Score -282873.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -282880.312500 Penalty: 768.460632
	Iteration 18Q: 3 clusters Score -282880.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -282876.812500 Penalty: 768.460632
	Iteration 19Q: 3 clusters Score -282876.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -282898.625000 Penalty: 768.460632
	Iteration 20F: 3 clusters Score -282898.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -282979.843750 Penalty: 768.460632
	Iteration 21Q: 3 clusters Score -282979.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -283184.031250 Penalty: 768.460632
	Iteration 22Q: 3 clusters Score -283184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -283448.375000 Penalty: 768.460632
	Iteration 23Q: 3 clusters Score -283448.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -283631.031250 Penalty: 768.460632
	Iteration 24Q: 3 clusters Score -283631 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -283695.875000 Penalty: 768.460632
	Iteration 25Q: 3 clusters Score -283695.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -283728.875000 Penalty: 768.460632
	Iteration 26Q: 3 clusters Score -283728.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -283744.468750 Penalty: 768.460632
	Iteration 27Q: 3 clusters Score -283744.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -283778.968750 Penalty: 768.460632
	Iteration 28Q: 3 clusters Score -283779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -283797.968750 Penalty: 768.460632
	Iteration 29Q: 3 clusters Score -283798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -283804.875000 Penalty: 768.460632
	Iteration 30Q: 3 clusters Score -283804.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -283813.250000 Penalty: 768.460632
	Iteration 31Q: 3 clusters Score -283813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -283815.437500 Penalty: 768.460632
	Iteration 32Q: 3 clusters Score -283815.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -283824.500000 Penalty: 768.460632
	Iteration 33Q: 3 clusters Score -283824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -283822.812500 Penalty: 768.460632
	Iteration 34Q: 3 clusters Score -283822.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -283815.781250 Penalty: 768.460632
	Iteration 35Q: 3 clusters Score -283815.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -283825.906250 Penalty: 768.460632
	Iteration 36Q: 3 clusters Score -283825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -283825.500000 Penalty: 768.460632
	Iteration 37Q: 3 clusters Score -283825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -283826.1 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -283825.1 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -283828.3 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -283824.6 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -283827.4 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -283826.4 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -283827.6 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -283824.8 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -283815.5 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -283821.8 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -283823.5 nChanged 4
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -283799.5 nChanged 5
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -283820.8 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -283827 nChanged 5
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Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -283826.5 nChanged 2
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Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -283826.7 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -283813.6 nChanged 4
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -283818.9 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -283822.7 nChanged 2
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -283822.8 nChanged 7
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -283823.1 nChanged 3
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -283825.3 nChanged 1
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -283829.8 nChanged 6
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Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -283824.1 nChanged 3
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -283822.6 nChanged 3
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	Iteration 64Q: 3 clusters Score -283828.2 nChanged 5
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	Iteration 65Q: 3 clusters Score -283816.9 nChanged 9
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -283822.7 nChanged 4
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	Iteration 67Q: 3 clusters Score -283823.3 nChanged 6
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	Iteration 68Q: 3 clusters Score -283825 nChanged 3
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -283826.1 nChanged 5
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -283827.4 nChanged 5
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	Iteration 71Q: 3 clusters Score -283822.8 nChanged 6
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	Iteration 72Q: 3 clusters Score -283827.1 nChanged 9
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	Iteration 73Q: 3 clusters Score -283828.8 nChanged 1
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	Iteration 74Q: 3 clusters Score -283824.5 nChanged 6
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	Iteration 75Q: 3 clusters Score -283824.3 nChanged 5
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	Iteration 76Q: 3 clusters Score -283820.7 nChanged 6
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	Iteration 77Q: 3 clusters Score -283827 nChanged 4
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	Iteration 78Q: 3 clusters Score -283832.6 nChanged 2
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	Iteration 79Q: 3 clusters Score -283828.4 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -283824.8 nChanged 4
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -283823.9 nChanged 2
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	Iteration 82Q: 3 clusters Score -283825.6 nChanged 4
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -283828 nChanged 3
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -283822.6 nChanged 5
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -283825.8 nChanged 4
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	Iteration 86Q: 3 clusters Score -283822.7 nChanged 3
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -283824.2 nChanged 4
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	Iteration 88Q: 3 clusters Score -283818.8 nChanged 4
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	Iteration 89Q: 3 clusters Score -283829.4 nChanged 4
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	Iteration 90Q: 3 clusters Score -283821.2 nChanged 7
Entering Unmasked Mstep 
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	Iteration 91Q: 3 clusters Score -283828.5 nChanged 4
Entering Unmasked Mstep 
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	Iteration 92Q: 3 clusters Score -283823.8 nChanged 6
Entering Unmasked Mstep 
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	Iteration 93Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 94Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 95Q: 3 clusters Score -283821.8 nChanged 6
Entering Unmasked Mstep 
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	Iteration 96Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 97Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 98Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 99Q: 3 clusters Score -283829.2 nChanged 3
Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -283821.8 nChanged 6
Entering Unmasked Mstep 
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	Iteration 101Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 102Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 103Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 104Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 105Q: 3 clusters Score -283821.8 nChanged 6
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	Iteration 106Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 107Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 108Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 109Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 110Q: 3 clusters Score -283821.8 nChanged 6
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	Iteration 111Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 112Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 113Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 114Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 115Q: 3 clusters Score -283821.8 nChanged 6
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	Iteration 116Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 117Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 118Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 119Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 120F: 3 clusters Score -283821.8 nChanged 6
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	Iteration 121Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 122Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 123Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 124Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 125Q: 3 clusters Score -283821.8 nChanged 6
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	Iteration 126Q: 3 clusters Score -283830.9 nChanged 1
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	Iteration 127Q: 3 clusters Score -283823.8 nChanged 6
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	Iteration 128Q: 3 clusters Score -283827.3 nChanged 4
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	Iteration 129Q: 3 clusters Score -283829.2 nChanged 3
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	Iteration 498Q: 3 clusters Score -283827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -283829.218750 Penalty: 768.460632
	Iteration 499Q: 3 clusters Score -283829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -283821.750000 Penalty: 768.460632
	Iteration 500F: 3 clusters Score -283821.8 nChanged 6
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 178554 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 1138 members 
Mstep: Class 24 contains 2662 members 
Entering Unmasked Estep 
Score: -53169408.000000 Penalty: 14969.172852
Splitting cluster 18 changes total score from -53145796.000000 to -53169408.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -304052.093750 Penalty: 388.361877
	Iteration 0F: 2 clusters Score -304052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -300587.875000 Penalty: 776.723755
	Iteration 0F: 3 clusters Score -300587.9 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -302089.531250 Penalty: 776.723755
	Iteration 1F: 3 clusters Score -302089.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -302522.562500 Penalty: 776.723755
	Iteration 2F: 3 clusters Score -302522.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -303009.531250 Penalty: 776.723755
	Iteration 3F: 3 clusters Score -303009.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -303351.593750 Penalty: 776.723755
	Iteration 4F: 3 clusters Score -303351.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -303541.562500 Penalty: 776.723755
	Iteration 5F: 3 clusters Score -303541.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -303632.812500 Penalty: 776.723755
	Iteration 6Q: 3 clusters Score -303632.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -303683.000000 Penalty: 776.723755
	Iteration 7Q: 3 clusters Score -303683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -303719.968750 Penalty: 776.723755
	Iteration 8Q: 3 clusters Score -303720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -303750.718750 Penalty: 776.723755
	Iteration 9Q: 3 clusters Score -303750.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -303777.281250 Penalty: 776.723755
	Iteration 10Q: 3 clusters Score -303777.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -303803.968750 Penalty: 776.723755
	Iteration 11Q: 3 clusters Score -303804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -303834.562500 Penalty: 776.723755
	Iteration 12Q: 3 clusters Score -303834.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -303873.718750 Penalty: 776.723755
	Iteration 13Q: 3 clusters Score -303873.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -303900.062500 Penalty: 776.723755
	Iteration 14Q: 3 clusters Score -303900.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -303918.125000 Penalty: 776.723755
	Iteration 15Q: 3 clusters Score -303918.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -303931.156250 Penalty: 776.723755
	Iteration 16Q: 3 clusters Score -303931.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -303940.375000 Penalty: 776.723755
	Iteration 17Q: 3 clusters Score -303940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -303948.156250 Penalty: 776.723755
	Iteration 18Q: 3 clusters Score -303948.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -303957.625000 Penalty: 776.723755
	Iteration 19Q: 3 clusters Score -303957.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -303968.437500 Penalty: 776.723755
	Iteration 20F: 3 clusters Score -303968.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -303980.500000 Penalty: 776.723755
	Iteration 21Q: 3 clusters Score -303980.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -303989.687500 Penalty: 776.723755
	Iteration 22Q: 3 clusters Score -303989.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -303997.343750 Penalty: 776.723755
	Iteration 23Q: 3 clusters Score -303997.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -304004.218750 Penalty: 776.723755
	Iteration 24Q: 3 clusters Score -304004.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -304006.656250 Penalty: 776.723755
	Iteration 25Q: 3 clusters Score -304006.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -304009.718750 Penalty: 776.723755
	Iteration 26Q: 3 clusters Score -304009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -304010.750000 Penalty: 776.723755
	Iteration 27Q: 3 clusters Score -304010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -304010.625000 Penalty: 776.723755
	Iteration 28Q: 3 clusters Score -304010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -304010.968750 Penalty: 776.723755
	Iteration 29Q: 3 clusters Score -304011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -304011.531250 Penalty: 776.723755
	Iteration 30Q: 3 clusters Score -304011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -304011.875000 Penalty: 776.723755
	Iteration 31Q: 3 clusters Score -304011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -304011.875000 Penalty: 776.723755
	Iteration 32F: 3 clusters Score -304011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Entering Unmasked Estep 
Score: -6104358.000000 Penalty: 523.193359
	Iteration 0F: 2 clusters Score -6104358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -6042937.500000 Penalty: 1046.386719
	Iteration 0F: 3 clusters Score -6042938 nChanged 48217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6072466.500000 Penalty: 1046.386719
	Iteration 1F: 3 clusters Score -6072466 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -6075100.000000 Penalty: 1046.386719
	Iteration 2F: 3 clusters Score -6075100 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -6079730.000000 Penalty: 1046.386719
	Iteration 3F: 3 clusters Score -6079730 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6086483.000000 Penalty: 1046.386719
	Iteration 4F: 3 clusters Score -6086483 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -6094304.000000 Penalty: 1046.386719
	Iteration 5F: 3 clusters Score -6094304 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -6099927.000000 Penalty: 1046.386719
	Iteration 6F: 3 clusters Score -6099927 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -6102519.500000 Penalty: 1046.386719
	Iteration 7Q: 3 clusters Score -6102520 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -6103558.000000 Penalty: 1046.386719
	Iteration 8Q: 3 clusters Score -6103558 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6104024.000000 Penalty: 1046.386719
	Iteration 9Q: 3 clusters Score -6104024 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6104120.500000 Penalty: 1046.386719
	Iteration 10Q: 3 clusters Score -6104120 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6104102.500000 Penalty: 1046.386719
	Iteration 11Q: 3 clusters Score -6104102 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6104092.000000 Penalty: 1046.386719
	Iteration 12Q: 3 clusters Score -6104092 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6104091.500000 Penalty: 1046.386719
	Iteration 13Q: 3 clusters Score -6104092 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6104060.500000 Penalty: 1046.386719
	Iteration 14Q: 3 clusters Score -6104060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6104059.500000 Penalty: 1046.386719
	Iteration 15Q: 3 clusters Score -6104060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6104078.500000 Penalty: 1046.386719
	Iteration 16Q: 3 clusters Score -6104078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6104096.000000 Penalty: 1046.386719
	Iteration 17Q: 3 clusters Score -6104096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6104104.500000 Penalty: 1046.386719
	Iteration 18Q: 3 clusters Score -6104104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6104103.500000 Penalty: 1046.386719
	Iteration 19Q: 3 clusters Score -6104104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6104109.500000 Penalty: 1046.386719
	Iteration 20F: 3 clusters Score -6104110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6104119.000000 Penalty: 1046.386719
	Iteration 21Q: 3 clusters Score -6104119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6104130.500000 Penalty: 1046.386719
	Iteration 22Q: 3 clusters Score -6104130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6104122.000000 Penalty: 1046.386719
	Iteration 23Q: 3 clusters Score -6104122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6104119.500000 Penalty: 1046.386719
	Iteration 24Q: 3 clusters Score -6104120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6104119.500000 Penalty: 1046.386719
	Iteration 25Q: 3 clusters Score -6104120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6104119.500000 Penalty: 1046.386719
	Iteration 26Q: 3 clusters Score -6104120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6104119.500000 Penalty: 1046.386719
	Iteration 27F: 3 clusters Score -6104120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 6 contains 100663 members 
Mstep: Class 8 contains 24355 members 
Mstep: Class 9 contains 87451 members 
Mstep: Class 10 contains 138407 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 117174 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 178554 members 
Mstep: Class 16 contains 106013 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53172372.000000 Penalty: 14969.172852
Iteration 39Q: 25 clusters Score -5.317237e+07 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 98555 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 24988 members 
Mstep: Class 9 contains 86910 members 
Mstep: Class 10 contains 138767 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 120166 members 
Mstep: Class 14 contains 18649 members 
Mstep: Class 15 contains 179111 members 
Mstep: Class 16 contains 104006 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 98990 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53176212.000000 Penalty: 14969.172852
Iteration 40F: 25 clusters Score -5.317621e+07 nChanged 18352
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 95747 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 25672 members 
Mstep: Class 9 contains 86410 members 
Mstep: Class 10 contains 140811 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 122384 members 
Mstep: Class 14 contains 20757 members 
Mstep: Class 15 contains 177615 members 
Mstep: Class 16 contains 101230 members 
Mstep: Class 17 contains 1731 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 99368 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53179192.000000 Penalty: 14969.172852
Iteration 41Q: 25 clusters Score -5.317919e+07 nChanged 17403
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 93297 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 26384 members 
Mstep: Class 9 contains 86260 members 
Mstep: Class 10 contains 142435 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 123835 members 
Mstep: Class 14 contains 23012 members 
Mstep: Class 15 contains 175904 members 
Mstep: Class 16 contains 99018 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 99717 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 2207 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53181272.000000 Penalty: 14969.172852
Iteration 42Q: 25 clusters Score -5.318127e+07 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 950 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 91275 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 27045 members 
Mstep: Class 9 contains 86302 members 
Mstep: Class 10 contains 143663 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 920 members 
Mstep: Class 13 contains 124566 members 
Mstep: Class 14 contains 25457 members 
Mstep: Class 15 contains 174349 members 
Mstep: Class 16 contains 97130 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 5036 members 
Mstep: Class 20 contains 99945 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53182976.000000 Penalty: 14969.172852
Iteration 43Q: 25 clusters Score -5.318298e+07 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 357 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 89640 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 27669 members 
Mstep: Class 9 contains 86413 members 
Mstep: Class 10 contains 144501 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 124634 members 
Mstep: Class 14 contains 28083 members 
Mstep: Class 15 contains 172974 members 
Mstep: Class 16 contains 95652 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 20 contains 100030 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53183832.000000 Penalty: 14969.172852
Iteration 44Q: 25 clusters Score -5.318383e+07 nChanged 15085
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 2217 members 
Mstep: Class 6 contains 88454 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 28257 members 
Mstep: Class 9 contains 86572 members 
Mstep: Class 10 contains 144871 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 124225 members 
Mstep: Class 14 contains 30951 members 
Mstep: Class 15 contains 171636 members 
Mstep: Class 16 contains 94560 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 99915 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53185256.000000 Penalty: 14969.172852
Iteration 45Q: 25 clusters Score -5.318526e+07 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 87679 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 28926 members 
Mstep: Class 9 contains 86755 members 
Mstep: Class 10 contains 144991 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 123184 members 
Mstep: Class 14 contains 34151 members 
Mstep: Class 15 contains 170311 members 
Mstep: Class 16 contains 93726 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 99549 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 2634 members 
Entering Unmasked Estep 
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Iteration 46Q: 25 clusters Score -5.318661e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 87235 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 29570 members 
Mstep: Class 9 contains 86916 members 
Mstep: Class 10 contains 144727 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 13 contains 121761 members 
Mstep: Class 14 contains 37609 members 
Mstep: Class 15 contains 168995 members 
Mstep: Class 16 contains 93190 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 99104 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 2631 members 
Entering Unmasked Estep 
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Score: -53188260.000000 Penalty: 14969.172852
Iteration 47Q: 25 clusters Score -5.318826e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 87013 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 30151 members 
Mstep: Class 9 contains 87184 members 
Mstep: Class 10 contains 144196 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 119995 members 
Mstep: Class 14 contains 41213 members 
Mstep: Class 15 contains 167816 members 
Mstep: Class 16 contains 92902 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 98474 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 1131 members 
Mstep: Class 24 contains 2630 members 
Entering Unmasked Estep 
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Iteration 48Q: 25 clusters Score -5.318901e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3964 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 86941 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 30628 members 
Mstep: Class 9 contains 87397 members 
Mstep: Class 10 contains 143560 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 117737 members 
Mstep: Class 14 contains 44978 members 
Mstep: Class 15 contains 166982 members 
Mstep: Class 16 contains 92839 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 1990 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 97684 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 2631 members 
Entering Unmasked Estep 
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Iteration 49Q: 25 clusters Score -5.318975e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 966 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 86951 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 30997 members 
Mstep: Class 9 contains 87580 members 
Mstep: Class 10 contains 142911 members 
Mstep: Class 11 contains 1490 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 114923 members 
Mstep: Class 14 contains 48860 members 
Mstep: Class 15 contains 166449 members 
Mstep: Class 16 contains 92989 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 96878 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 1129 members 
Mstep: Class 24 contains 2630 members 
Entering Unmasked Estep 
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Iteration 50Q: 25 clusters Score -5.319057e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 86997 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 31323 members 
Mstep: Class 9 contains 87748 members 
Mstep: Class 10 contains 142261 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 111783 members 
Mstep: Class 14 contains 52741 members 
Mstep: Class 15 contains 166112 members 
Mstep: Class 16 contains 93372 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 5038 members 
Mstep: Class 20 contains 95981 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 1128 members 
Mstep: Class 24 contains 2629 members 
Entering Unmasked Estep 
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Score: -53190916.000000 Penalty: 14969.172852
Iteration 51Q: 25 clusters Score -5.319092e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 986 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 87117 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 31667 members 
Mstep: Class 9 contains 87851 members 
Mstep: Class 10 contains 141569 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 108509 members 
Mstep: Class 14 contains 56528 members 
Mstep: Class 15 contains 165904 members 
Mstep: Class 16 contains 93814 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 5049 members 
Mstep: Class 20 contains 95115 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 2631 members 
Entering Unmasked Estep 
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Score: -53191532.000000 Penalty: 14969.172852
Iteration 52Q: 25 clusters Score -5.319153e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87301 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 31954 members 
Mstep: Class 9 contains 88003 members 
Mstep: Class 10 contains 140872 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 105265 members 
Mstep: Class 14 contains 60170 members 
Mstep: Class 15 contains 165747 members 
Mstep: Class 16 contains 94281 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 20 contains 94243 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 2632 members 
Entering Unmasked Estep 
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Score: -53192308.000000 Penalty: 14969.172852
Iteration 53Q: 25 clusters Score -5.319231e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87438 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 32196 members 
Mstep: Class 9 contains 88211 members 
Mstep: Class 10 contains 140224 members 
Mstep: Class 11 contains 1457 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 102074 members 
Mstep: Class 14 contains 63680 members 
Mstep: Class 15 contains 165638 members 
Mstep: Class 16 contains 94802 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 93356 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 1125 members 
Mstep: Class 24 contains 2631 members 
Entering Unmasked Estep 
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Score: -53192512.000000 Penalty: 14969.172852
Iteration 54Q: 25 clusters Score -5.319251e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87557 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 32428 members 
Mstep: Class 9 contains 88336 members 
Mstep: Class 10 contains 139447 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 98964 members 
Mstep: Class 14 contains 67067 members 
Mstep: Class 15 contains 165665 members 
Mstep: Class 16 contains 95285 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 92673 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 2630 members 
Entering Unmasked Estep 
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Iteration 55Q: 25 clusters Score -5.319302e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87639 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 32603 members 
Mstep: Class 9 contains 88412 members 
Mstep: Class 10 contains 138612 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 96310 members 
Mstep: Class 14 contains 70301 members 
Mstep: Class 15 contains 165548 members 
Mstep: Class 16 contains 95715 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 92099 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 2632 members 
Entering Unmasked Estep 
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Iteration 56Q: 25 clusters Score -5.319332e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87731 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 32762 members 
Mstep: Class 9 contains 88467 members 
Mstep: Class 10 contains 137683 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 93991 members 
Mstep: Class 14 contains 73401 members 
Mstep: Class 15 contains 165298 members 
Mstep: Class 16 contains 96217 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 91517 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 4893 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 2632 members 
Entering Unmasked Estep 
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Score: -53194240.000000 Penalty: 14969.172852
Iteration 57Q: 25 clusters Score -5.319424e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87663 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 32853 members 
Mstep: Class 9 contains 88434 members 
Mstep: Class 10 contains 136802 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 92086 members 
Mstep: Class 14 contains 76303 members 
Mstep: Class 15 contains 165089 members 
Mstep: Class 16 contains 96651 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 91031 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 5035 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
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Iteration 58Q: 25 clusters Score -5.319482e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87647 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 32912 members 
Mstep: Class 9 contains 88398 members 
Mstep: Class 10 contains 135718 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 90577 members 
Mstep: Class 14 contains 78940 members 
Mstep: Class 15 contains 164836 members 
Mstep: Class 16 contains 97131 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5181 members 
Mstep: Class 20 contains 90612 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
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Iteration 59Q: 25 clusters Score -5.319612e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87685 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 32982 members 
Mstep: Class 9 contains 88364 members 
Mstep: Class 10 contains 134356 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 89528 members 
Mstep: Class 14 contains 81066 members 
Mstep: Class 15 contains 164694 members 
Mstep: Class 16 contains 97645 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 90362 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 2625 members 
Entering Unmasked Estep 
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Iteration 60F: 25 clusters Score -5.319955e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87630 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 88024 members 
Mstep: Class 10 contains 132198 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 88122 members 
Mstep: Class 14 contains 85651 members 
Mstep: Class 15 contains 163594 members 
Mstep: Class 16 contains 98152 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 90038 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 5485 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
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Iteration 61Q: 25 clusters Score -5.320253e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87620 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 33174 members 
Mstep: Class 9 contains 87714 members 
Mstep: Class 10 contains 129603 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 87172 members 
Mstep: Class 14 contains 89437 members 
Mstep: Class 15 contains 163171 members 
Mstep: Class 16 contains 98641 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 89841 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 2630 members 
Entering Unmasked Estep 
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Iteration 62Q: 25 clusters Score -5.320347e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4001 members 
Mstep: Class 3 contains 943 members 
Mstep: Class 4 contains 498 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87683 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 33338 members 
Mstep: Class 9 contains 87555 members 
Mstep: Class 10 contains 126854 members 
Mstep: Class 11 contains 1443 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 86698 members 
Mstep: Class 14 contains 92503 members 
Mstep: Class 15 contains 162925 members 
Mstep: Class 16 contains 99124 members 
Mstep: Class 17 contains 1747 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 89659 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 5743 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
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Iteration 63Q: 25 clusters Score -5.320444e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87763 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 33581 members 
Mstep: Class 9 contains 87511 members 
Mstep: Class 10 contains 124237 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 86644 members 
Mstep: Class 14 contains 94923 members 
Mstep: Class 15 contains 162645 members 
Mstep: Class 16 contains 99555 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 4932 members 
Mstep: Class 20 contains 89498 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 5824 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 2627 members 
Entering Unmasked Estep 
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Iteration 64Q: 25 clusters Score -5.320473e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 499 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 87945 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 33874 members 
Mstep: Class 9 contains 87525 members 
Mstep: Class 10 contains 121891 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 13 contains 86843 members 
Mstep: Class 14 contains 96802 members 
Mstep: Class 15 contains 162221 members 
Mstep: Class 16 contains 99979 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 89284 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
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Iteration 65Q: 25 clusters Score -5.320553e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88150 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 34190 members 
Mstep: Class 9 contains 87488 members 
Mstep: Class 10 contains 119772 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 87259 members 
Mstep: Class 14 contains 97999 members 
Mstep: Class 15 contains 162039 members 
Mstep: Class 16 contains 100367 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4733 members 
Mstep: Class 20 contains 89114 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 6003 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
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Iteration 66Q: 25 clusters Score -5.320571e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88367 members 
Mstep: Class 7 contains 1593 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 87467 members 
Mstep: Class 10 contains 117902 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 87839 members 
Mstep: Class 14 contains 98770 members 
Mstep: Class 15 contains 161660 members 
Mstep: Class 16 contains 100683 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 89033 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 6134 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2629 members 
Entering Unmasked Estep 
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Iteration 67Q: 25 clusters Score -5.320586e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 499 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88594 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 35003 members 
Mstep: Class 9 contains 87319 members 
Mstep: Class 10 contains 116372 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 88453 members 
Mstep: Class 14 contains 99288 members 
Mstep: Class 15 contains 161410 members 
Mstep: Class 16 contains 100883 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 20 contains 88890 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 6318 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 2627 members 
Entering Unmasked Estep 
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Iteration 68Q: 25 clusters Score -5.320668e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88775 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 35440 members 
Mstep: Class 9 contains 87110 members 
Mstep: Class 10 contains 115067 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 13 contains 88950 members 
Mstep: Class 14 contains 99685 members 
Mstep: Class 15 contains 161283 members 
Mstep: Class 16 contains 100992 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 88770 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 6526 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53207240.000000 Penalty: 14969.172852
Iteration 69Q: 25 clusters Score -5.320724e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88854 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 35943 members 
Mstep: Class 9 contains 86837 members 
Mstep: Class 10 contains 114173 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 89583 members 
Mstep: Class 14 contains 99903 members 
Mstep: Class 15 contains 160981 members 
Mstep: Class 16 contains 100990 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 4473 members 
Mstep: Class 20 contains 88618 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53207864.000000 Penalty: 14969.172852
Iteration 70Q: 25 clusters Score -5.320786e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88818 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 8 contains 36467 members 
Mstep: Class 9 contains 86494 members 
Mstep: Class 10 contains 113367 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 90198 members 
Mstep: Class 14 contains 99996 members 
Mstep: Class 15 contains 160768 members 
Mstep: Class 16 contains 101048 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 88502 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 7026 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53208424.000000 Penalty: 14969.172852
Iteration 71Q: 25 clusters Score -5.320842e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88814 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 37047 members 
Mstep: Class 9 contains 86122 members 
Mstep: Class 10 contains 112737 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 90761 members 
Mstep: Class 14 contains 100000 members 
Mstep: Class 15 contains 160461 members 
Mstep: Class 16 contains 101022 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 88431 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 7315 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53209268.000000 Penalty: 14969.172852
Iteration 72Q: 25 clusters Score -5.320927e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88871 members 
Mstep: Class 7 contains 1592 members 
Mstep: Class 8 contains 37586 members 
Mstep: Class 9 contains 85836 members 
Mstep: Class 10 contains 112287 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 91167 members 
Mstep: Class 14 contains 99728 members 
Mstep: Class 15 contains 160270 members 
Mstep: Class 16 contains 100949 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 88402 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 7626 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53210240.000000 Penalty: 14969.172852
Iteration 73Q: 25 clusters Score -5.321024e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88877 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 38164 members 
Mstep: Class 9 contains 85643 members 
Mstep: Class 10 contains 111894 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 91446 members 
Mstep: Class 14 contains 99332 members 
Mstep: Class 15 contains 160267 members 
Mstep: Class 16 contains 100904 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 88285 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 7921 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53210804.000000 Penalty: 14969.172852
Iteration 74Q: 25 clusters Score -5.32108e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88944 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 38763 members 
Mstep: Class 9 contains 85586 members 
Mstep: Class 10 contains 111511 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 91602 members 
Mstep: Class 14 contains 98937 members 
Mstep: Class 15 contains 160161 members 
Mstep: Class 16 contains 100868 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 88151 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 8213 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53211520.000000 Penalty: 14969.172852
Iteration 75Q: 25 clusters Score -5.321152e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88943 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 39417 members 
Mstep: Class 9 contains 85514 members 
Mstep: Class 10 contains 111088 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 91709 members 
Mstep: Class 14 contains 98591 members 
Mstep: Class 15 contains 160106 members 
Mstep: Class 16 contains 100772 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 88067 members 
Mstep: Class 21 contains 626 members 
Mstep: Class 22 contains 8539 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53212256.000000 Penalty: 14969.172852
Iteration 76Q: 25 clusters Score -5.321226e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88901 members 
Mstep: Class 7 contains 1590 members 
Mstep: Class 8 contains 40096 members 
Mstep: Class 9 contains 85506 members 
Mstep: Class 10 contains 110701 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 91707 members 
Mstep: Class 14 contains 98406 members 
Mstep: Class 15 contains 159833 members 
Mstep: Class 16 contains 100683 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 88034 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 8883 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53213644.000000 Penalty: 14969.172852
Iteration 77Q: 25 clusters Score -5.321364e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88812 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 40771 members 
Mstep: Class 9 contains 85467 members 
Mstep: Class 10 contains 110373 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 91618 members 
Mstep: Class 14 contains 98182 members 
Mstep: Class 15 contains 159676 members 
Mstep: Class 16 contains 100606 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 88009 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 9226 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53214000.000000 Penalty: 14969.172852
Iteration 78Q: 25 clusters Score -5.3214e+07 nChanged 8096
Entering ConstructFrom: 
Score: -53214000.000000 Penalty: 14969.172852
Entering ConstructFrom: 
Trying to split cluster 1 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -65662.640625 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -65662.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -64825.957031 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -64825.96 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -65592.187500 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -65592.19 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65832.554688 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -65832.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -65969.007812 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -65969.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -66056.546875 Penalty: 639.968811
	Iteration 4F: 3 clusters Score -66056.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66170.328125 Penalty: 639.968811
	Iteration 5F: 3 clusters Score -66170.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -66309.835938 Penalty: 639.968811
	Iteration 6F: 3 clusters Score -66309.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -66431.554688 Penalty: 639.968811
	Iteration 7F: 3 clusters Score -66431.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -66516.000000 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -66516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66549.328125 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -66549.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66579.546875 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -66579.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -66593.171875 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -66593.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -66609.289062 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -66609.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66633.250000 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -66633.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -66663.953125 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -66663.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66690.265625 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -66690.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -66703.195312 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -66703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66719.960938 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -66719.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66725.234375 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -66725.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -66737.804688 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -66737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66826.664062 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -66826.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -67046.554688 Penalty: 639.968811
	Iteration 21Q: 3 clusters Score -67046.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67072.687500 Penalty: 639.968811
	Iteration 22Q: 3 clusters Score -67072.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67073.273438 Penalty: 639.968811
	Iteration 23Q: 3 clusters Score -67073.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67073.718750 Penalty: 639.968811
	Iteration 24Q: 3 clusters Score -67073.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67073.718750 Penalty: 639.968811
	Iteration 25F: 3 clusters Score -67073.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 110058 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Entering Unmasked Estep 
Score: -53215504.000000 Penalty: 15592.887695
Splitting cluster 1 changes total score from -53214000.000000 to -53215504.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 2 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -248419.046875 Penalty: 377.299561
	Iteration 0F: 2 clusters Score -248419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -245706.281250 Penalty: 754.599121
	Iteration 0F: 3 clusters Score -245706.3 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -246938.656250 Penalty: 754.599121
	Iteration 1F: 3 clusters Score -246938.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -247539.968750 Penalty: 754.599121
	Iteration 2F: 3 clusters Score -247540 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -248245.671875 Penalty: 754.599121
	Iteration 3F: 3 clusters Score -248245.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -248748.640625 Penalty: 754.599121
	Iteration 4F: 3 clusters Score -248748.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -248988.343750 Penalty: 754.599121
	Iteration 5F: 3 clusters Score -248988.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -249064.875000 Penalty: 754.599121
	Iteration 6Q: 3 clusters Score -249064.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -249088.296875 Penalty: 754.599121
	Iteration 7Q: 3 clusters Score -249088.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -249096.625000 Penalty: 754.599121
	Iteration 8Q: 3 clusters Score -249096.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249102.671875 Penalty: 754.599121
	Iteration 9Q: 3 clusters Score -249102.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -249107.937500 Penalty: 754.599121
	Iteration 10Q: 3 clusters Score -249107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -249109.375000 Penalty: 754.599121
	Iteration 11Q: 3 clusters Score -249109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -249112.578125 Penalty: 754.599121
	Iteration 12Q: 3 clusters Score -249112.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -249114.343750 Penalty: 754.599121
	Iteration 13Q: 3 clusters Score -249114.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -249117.015625 Penalty: 754.599121
	Iteration 14Q: 3 clusters Score -249117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -249120.093750 Penalty: 754.599121
	Iteration 15Q: 3 clusters Score -249120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -249124.140625 Penalty: 754.599121
	Iteration 16Q: 3 clusters Score -249124.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -249126.453125 Penalty: 754.599121
	Iteration 17Q: 3 clusters Score -249126.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -249127.406250 Penalty: 754.599121
	Iteration 18Q: 3 clusters Score -249127.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -249129.171875 Penalty: 754.599121
	Iteration 19Q: 3 clusters Score -249129.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -249131.343750 Penalty: 754.599121
	Iteration 20F: 3 clusters Score -249131.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -249132.406250 Penalty: 754.599121
	Iteration 21Q: 3 clusters Score -249132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -249133.578125 Penalty: 754.599121
	Iteration 22Q: 3 clusters Score -249133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -249134.703125 Penalty: 754.599121
	Iteration 23Q: 3 clusters Score -249134.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -249136.843750 Penalty: 754.599121
	Iteration 24Q: 3 clusters Score -249136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -249138.468750 Penalty: 754.599121
	Iteration 25Q: 3 clusters Score -249138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249138.015625 Penalty: 754.599121
	Iteration 26Q: 3 clusters Score -249138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249139.250000 Penalty: 754.599121
	Iteration 27Q: 3 clusters Score -249139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249140.921875 Penalty: 754.599121
	Iteration 28Q: 3 clusters Score -249140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -249140.171875 Penalty: 754.599121
	Iteration 29Q: 3 clusters Score -249140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -249141.328125 Penalty: 754.599121
	Iteration 30Q: 3 clusters Score -249141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249143.328125 Penalty: 754.599121
	Iteration 31Q: 3 clusters Score -249143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249142.281250 Penalty: 754.599121
	Iteration 32Q: 3 clusters Score -249142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249143.031250 Penalty: 754.599121
	Iteration 33Q: 3 clusters Score -249143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -249143.312500 Penalty: 754.599121
	Iteration 34Q: 3 clusters Score -249143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249143.625000 Penalty: 754.599121
	Iteration 35Q: 3 clusters Score -249143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249143.078125 Penalty: 754.599121
	Iteration 36Q: 3 clusters Score -249143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249143.078125 Penalty: 754.599121
	Iteration 37F: 3 clusters Score -249143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 110058 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Entering Unmasked Estep 
Score: -53215868.000000 Penalty: 16216.603516
Splitting cluster 2 changes total score from -53214000.000000 to -53215868.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 3 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -27853.085938 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -27853.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27281.660156 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -27281.66 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -28984.998047 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -28985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29553.378906 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -29553.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -29644.468750 Penalty: 621.116882
	Iteration 3Q: 3 clusters Score -29644.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29689.419922 Penalty: 621.116882
	Iteration 4Q: 3 clusters Score -29689.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -29723.574219 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -29723.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -29737.699219 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -29737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -29740.232422 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -29740.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -29745.320312 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -29745.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -29749.832031 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -29749.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -29752.457031 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -29752.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -29754.517578 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -29754.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -29754.832031 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -29754.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -29755.203125 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -29755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29755.445312 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -29755.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29755.445312 Penalty: 621.116882
	Iteration 15F: 3 clusters Score -29755.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 110058 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Entering Unmasked Estep 
Score: -53217460.000000 Penalty: 16840.318359
Splitting cluster 3 changes total score from -53214000.000000 to -53217460.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -23664.615234 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -23664.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23232.078125 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -23232.08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23645.039062 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -23645.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23902.679688 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -23902.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24025.001953 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -24025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24118.541016 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -24118.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24241.394531 Penalty: 563.504944
	Iteration 5F: 3 clusters Score -24241.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24262.345703 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -24262.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24273.375000 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -24273.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24285.113281 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -24285.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24285.744141 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -24285.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24285.744141 Penalty: 563.504944
	Iteration 10F: 3 clusters Score -24285.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 110058 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Entering Unmasked Estep 
Score: -53217772.000000 Penalty: 17464.035156
Splitting cluster 4 changes total score from -53214000.000000 to -53217772.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -133014.671875 Penalty: 350.156982
	Iteration 0F: 2 clusters Score -133014.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -131499.234375 Penalty: 700.313965
	Iteration 0F: 3 clusters Score -131499.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -132309.031250 Penalty: 700.313965
	Iteration 1F: 3 clusters Score -132309 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -132713.875000 Penalty: 700.313965
	Iteration 2F: 3 clusters Score -132713.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133057.125000 Penalty: 700.313965
	Iteration 3F: 3 clusters Score -133057.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -133353.187500 Penalty: 700.313965
	Iteration 4F: 3 clusters Score -133353.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -133488.921875 Penalty: 700.313965
	Iteration 5F: 3 clusters Score -133488.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133557.578125 Penalty: 700.313965
	Iteration 6Q: 3 clusters Score -133557.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133607.921875 Penalty: 700.313965
	Iteration 7Q: 3 clusters Score -133607.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133631.906250 Penalty: 700.313965
	Iteration 8Q: 3 clusters Score -133631.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -133649.234375 Penalty: 700.313965
	Iteration 9Q: 3 clusters Score -133649.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -133703.046875 Penalty: 700.313965
	Iteration 10Q: 3 clusters Score -133703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -133754.593750 Penalty: 700.313965
	Iteration 11Q: 3 clusters Score -133754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133780.812500 Penalty: 700.313965
	Iteration 12Q: 3 clusters Score -133780.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133797.375000 Penalty: 700.313965
	Iteration 13Q: 3 clusters Score -133797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133798.218750 Penalty: 700.313965
	Iteration 14Q: 3 clusters Score -133798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133798.015625 Penalty: 700.313965
	Iteration 15Q: 3 clusters Score -133798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133800.390625 Penalty: 700.313965
	Iteration 16Q: 3 clusters Score -133800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133804.312500 Penalty: 700.313965
	Iteration 17Q: 3 clusters Score -133804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133802.562500 Penalty: 700.313965
	Iteration 18Q: 3 clusters Score -133802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -133818.125000 Penalty: 700.313965
	Iteration 19Q: 3 clusters Score -133818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133845.656250 Penalty: 700.313965
	Iteration 20F: 3 clusters Score -133845.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133866.937500 Penalty: 700.313965
	Iteration 21Q: 3 clusters Score -133866.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133884.343750 Penalty: 700.313965
	Iteration 22Q: 3 clusters Score -133884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133905.593750 Penalty: 700.313965
	Iteration 23Q: 3 clusters Score -133905.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133912.140625 Penalty: 700.313965
	Iteration 24Q: 3 clusters Score -133912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133912.203125 Penalty: 700.313965
	Iteration 25Q: 3 clusters Score -133912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133918.781250 Penalty: 700.313965
	Iteration 26Q: 3 clusters Score -133918.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -133919.703125 Penalty: 700.313965
	Iteration 27Q: 3 clusters Score -133919.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133920.875000 Penalty: 700.313965
	Iteration 28Q: 3 clusters Score -133920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133918.562500 Penalty: 700.313965
	Iteration 29Q: 3 clusters Score -133918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133921.156250 Penalty: 700.313965
	Iteration 30Q: 3 clusters Score -133921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -133919.156250 Penalty: 700.313965
	Iteration 31Q: 3 clusters Score -133919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133925.375000 Penalty: 700.313965
	Iteration 32Q: 3 clusters Score -133925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133931.796875 Penalty: 700.313965
	Iteration 33Q: 3 clusters Score -133931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -133932.562500 Penalty: 700.313965
	Iteration 34Q: 3 clusters Score -133932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133932.234375 Penalty: 700.313965
	Iteration 35Q: 3 clusters Score -133932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133933.468750 Penalty: 700.313965
	Iteration 36Q: 3 clusters Score -133933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133933.343750 Penalty: 700.313965
	Iteration 37Q: 3 clusters Score -133933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133931.609375 Penalty: 700.313965
	Iteration 38Q: 3 clusters Score -133931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133930.859375 Penalty: 700.313965
	Iteration 39Q: 3 clusters Score -133930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133933.093750 Penalty: 700.313965
	Iteration 40F: 3 clusters Score -133933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133930.234375 Penalty: 700.313965
	Iteration 41Q: 3 clusters Score -133930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133931.625000 Penalty: 700.313965
	Iteration 42Q: 3 clusters Score -133931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133931.875000 Penalty: 700.313965
	Iteration 43Q: 3 clusters Score -133931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -133928.937500 Penalty: 700.313965
	Iteration 44Q: 3 clusters Score -133928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133930.203125 Penalty: 700.313965
	Iteration 45Q: 3 clusters Score -133930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133932.625000 Penalty: 700.313965
	Iteration 46Q: 3 clusters Score -133932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133929.453125 Penalty: 700.313965
	Iteration 47Q: 3 clusters Score -133929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133932.593750 Penalty: 700.313965
	Iteration 48Q: 3 clusters Score -133932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133930.515625 Penalty: 700.313965
	Iteration 49Q: 3 clusters Score -133930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -133930.562500 Penalty: 700.313965
	Iteration 50Q: 3 clusters Score -133930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133933.843750 Penalty: 700.313965
	Iteration 51Q: 3 clusters Score -133933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -133932.265625 Penalty: 700.313965
	Iteration 52Q: 3 clusters Score -133932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -133933.593750 Penalty: 700.313965
	Iteration 53Q: 3 clusters Score -133933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133933.000000 Penalty: 700.313965
	Iteration 54Q: 3 clusters Score -133933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -133934.906250 Penalty: 700.313965
	Iteration 55Q: 3 clusters Score -133934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133933.703125 Penalty: 700.313965
	Iteration 56Q: 3 clusters Score -133933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133933.484375 Penalty: 700.313965
	Iteration 57Q: 3 clusters Score -133933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133933.578125 Penalty: 700.313965
	Iteration 58Q: 3 clusters Score -133933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -133934.109375 Penalty: 700.313965
	Iteration 59Q: 3 clusters Score -133934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133935.531250 Penalty: 700.313965
	Iteration 60F: 3 clusters Score -133935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133931.937500 Penalty: 700.313965
	Iteration 61Q: 3 clusters Score -133931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -133935.421875 Penalty: 700.313965
	Iteration 62Q: 3 clusters Score -133935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133936.234375 Penalty: 700.313965
	Iteration 63Q: 3 clusters Score -133936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133933.437500 Penalty: 700.313965
	Iteration 64Q: 3 clusters Score -133933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -133937.000000 Penalty: 700.313965
	Iteration 65Q: 3 clusters Score -133937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -133935.640625 Penalty: 700.313965
	Iteration 66Q: 3 clusters Score -133935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133937.015625 Penalty: 700.313965
	Iteration 67Q: 3 clusters Score -133937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133936.468750 Penalty: 700.313965
	Iteration 68Q: 3 clusters Score -133936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -133935.718750 Penalty: 700.313965
	Iteration 69Q: 3 clusters Score -133935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133933.125000 Penalty: 700.313965
	Iteration 70Q: 3 clusters Score -133933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133937.000000 Penalty: 700.313965
	Iteration 71Q: 3 clusters Score -133937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133938.953125 Penalty: 700.313965
	Iteration 72Q: 3 clusters Score -133939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133939.000000 Penalty: 700.313965
	Iteration 73Q: 3 clusters Score -133939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -133941.156250 Penalty: 700.313965
	Iteration 74Q: 3 clusters Score -133941.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133952.437500 Penalty: 700.313965
	Iteration 75Q: 3 clusters Score -133952.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133982.093750 Penalty: 700.313965
	Iteration 76Q: 3 clusters Score -133982.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -134080.578125 Penalty: 700.313965
	Iteration 77Q: 3 clusters Score -134080.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134297.890625 Penalty: 700.313965
	Iteration 78Q: 3 clusters Score -134297.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134420.515625 Penalty: 700.313965
	Iteration 79Q: 3 clusters Score -134420.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -134449.234375 Penalty: 700.313965
	Iteration 80F: 3 clusters Score -134449.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -134470.312500 Penalty: 700.313965
	Iteration 81Q: 3 clusters Score -134470.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134471.390625 Penalty: 700.313965
	Iteration 82Q: 3 clusters Score -134471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134473.796875 Penalty: 700.313965
	Iteration 83Q: 3 clusters Score -134473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134477.343750 Penalty: 700.313965
	Iteration 84Q: 3 clusters Score -134477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134479.546875 Penalty: 700.313965
	Iteration 85Q: 3 clusters Score -134479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134479.187500 Penalty: 700.313965
	Iteration 86Q: 3 clusters Score -134479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134481.656250 Penalty: 700.313965
	Iteration 87Q: 3 clusters Score -134481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134480.734375 Penalty: 700.313965
	Iteration 88Q: 3 clusters Score -134480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134480.046875 Penalty: 700.313965
	Iteration 89Q: 3 clusters Score -134480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134482.859375 Penalty: 700.313965
	Iteration 90Q: 3 clusters Score -134482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134484.625000 Penalty: 700.313965
	Iteration 91Q: 3 clusters Score -134484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134481.515625 Penalty: 700.313965
	Iteration 92Q: 3 clusters Score -134481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134484.453125 Penalty: 700.313965
	Iteration 93Q: 3 clusters Score -134484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134485.281250 Penalty: 700.313965
	Iteration 94Q: 3 clusters Score -134485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134485.281250 Penalty: 700.313965
	Iteration 95F: 3 clusters Score -134485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 110058 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Entering Unmasked Estep 
Score: -53219104.000000 Penalty: 18087.750000
Splitting cluster 5 changes total score from -53214000.000000 to -53219104.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (88722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Entering Unmasked Estep 
Score: -5480015.000000 Penalty: 518.393433
	Iteration 0F: 2 clusters Score -5480015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5421402.500000 Penalty: 1036.786865
	Iteration 0F: 3 clusters Score -5421402 nChanged 43301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5447946.500000 Penalty: 1036.786865
	Iteration 1F: 3 clusters Score -5447946 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5450326.000000 Penalty: 1036.786865
	Iteration 2F: 3 clusters Score -5450326 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5453861.500000 Penalty: 1036.786865
	Iteration 3F: 3 clusters Score -5453862 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5458945.500000 Penalty: 1036.786865
	Iteration 4F: 3 clusters Score -5458946 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5465034.500000 Penalty: 1036.786865
	Iteration 5F: 3 clusters Score -5465034 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5470133.500000 Penalty: 1036.786865
	Iteration 6F: 3 clusters Score -5470134 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -5472385.500000 Penalty: 1036.786865
	Iteration 7Q: 3 clusters Score -5472386 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5473316.000000 Penalty: 1036.786865
	Iteration 8Q: 3 clusters Score -5473316 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5473851.500000 Penalty: 1036.786865
	Iteration 9Q: 3 clusters Score -5473852 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5474308.000000 Penalty: 1036.786865
	Iteration 10Q: 3 clusters Score -5474308 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5474632.000000 Penalty: 1036.786865
	Iteration 11Q: 3 clusters Score -5474632 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5474884.500000 Penalty: 1036.786865
	Iteration 12Q: 3 clusters Score -5474884 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -5475074.000000 Penalty: 1036.786865
	Iteration 13Q: 3 clusters Score -5475074 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5475209.000000 Penalty: 1036.786865
	Iteration 14Q: 3 clusters Score -5475209 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5475275.000000 Penalty: 1036.786865
	Iteration 15Q: 3 clusters Score -5475275 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5475360.000000 Penalty: 1036.786865
	Iteration 16Q: 3 clusters Score -5475360 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -5475470.500000 Penalty: 1036.786865
	Iteration 17Q: 3 clusters Score -5475470 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -5475494.500000 Penalty: 1036.786865
	Iteration 18Q: 3 clusters Score -5475494 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -5475548.500000 Penalty: 1036.786865
	Iteration 19Q: 3 clusters Score -5475548 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -5475579.500000 Penalty: 1036.786865
	Iteration 20F: 3 clusters Score -5475580 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -5475663.500000 Penalty: 1036.786865
	Iteration 21Q: 3 clusters Score -5475664 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -5475714.500000 Penalty: 1036.786865
	Iteration 22Q: 3 clusters Score -5475714 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5475764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5475825 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5475874 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5475909 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5475926 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5475966 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5476006 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5476063 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5476094 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5476127 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5476143 nChanged 337
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Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5476218 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5476234 nChanged 383
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Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5476276 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -5476332.500000 Penalty: 1036.786865
	Iteration 37Q: 3 clusters Score -5476332 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5476392 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5476485 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5476542 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5476648 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5476709 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5476764 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5476852 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5476927 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5477017.500000 Penalty: 1036.786865
	Iteration 46Q: 3 clusters Score -5477018 nChanged 503
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5477092 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5477182 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5477270 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5477340 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5477466 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5477522 nChanged 565
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5477616 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5477734 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5477850 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5477946 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5478046 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5478172 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5478223 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5478314 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5478417 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5478511 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5478616 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5478726 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5478822 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5478887 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5478996 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5479119 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5479233 nChanged 553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5479295 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5479335 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5479419 nChanged 520
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Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5479502 nChanged 518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5479558 nChanged 519
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Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5479592 nChanged 537
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Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5479680 nChanged 516
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Mstep: Class 1 contains 82331 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5479818 nChanged 487
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Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5479832 nChanged 450
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Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5479872 nChanged 419
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Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5479898 nChanged 364
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Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5479958 nChanged 345
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Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5480012 nChanged 305
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Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5480033 nChanged 251
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Mstep: Class 1 contains 85430 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5480030 nChanged 225
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Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5480052 nChanged 207
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Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 2872 members 
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Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 2532 members 
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	Iteration 89Q: 3 clusters Score -5480057 nChanged 161
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Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5480064 nChanged 148
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Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 2229 members 
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Mstep: Class 1 contains 86612 members 
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Mstep: Class 1 contains 86713 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5480032 nChanged 99
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Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 1916 members 
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	Iteration 94Q: 3 clusters Score -5480028 nChanged 83
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Mstep: Class 1 contains 86881 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5480013 nChanged 77
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	Iteration 97Q: 3 clusters Score -5480004 nChanged 63
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	Iteration 98Q: 3 clusters Score -5479992 nChanged 52
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	Iteration 99Q: 3 clusters Score -5479989 nChanged 54
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Mstep: Class 1 contains 87183 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5479982 nChanged 56
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Mstep: Class 1 contains 87233 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5479975 nChanged 50
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	Iteration 102Q: 3 clusters Score -5479972 nChanged 52
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	Iteration 103Q: 3 clusters Score -5479966 nChanged 47
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Mstep: Class 1 contains 87374 members 
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	Iteration 104Q: 3 clusters Score -5479982 nChanged 46
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	Iteration 105Q: 3 clusters Score -5479975 nChanged 42
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	Iteration 106Q: 3 clusters Score -5479969 nChanged 32
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	Iteration 107Q: 3 clusters Score -5479967 nChanged 44
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	Iteration 108Q: 3 clusters Score -5479962 nChanged 38
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	Iteration 109Q: 3 clusters Score -5479966 nChanged 30
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	Iteration 111Q: 3 clusters Score -5479957 nChanged 11
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	Iteration 112Q: 3 clusters Score -5479956 nChanged 13
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	Iteration 113Q: 3 clusters Score -5479964 nChanged 14
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	Iteration 114Q: 3 clusters Score -5479960 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5479965.500000 Penalty: 1036.786865
	Iteration 115Q: 3 clusters Score -5479966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5479959.000000 Penalty: 1036.786865
	Iteration 116Q: 3 clusters Score -5479959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5479964.000000 Penalty: 1036.786865
	Iteration 117Q: 3 clusters Score -5479964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5479969.500000 Penalty: 1036.786865
	Iteration 118Q: 3 clusters Score -5479970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5479975.500000 Penalty: 1036.786865
	Iteration 119Q: 3 clusters Score -5479976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5479970.000000 Penalty: 1036.786865
	Iteration 120F: 3 clusters Score -5479970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5479973.000000 Penalty: 1036.786865
	Iteration 121Q: 3 clusters Score -5479973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5479973.000000 Penalty: 1036.786865
	Iteration 122Q: 3 clusters Score -5479973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5479970.500000 Penalty: 1036.786865
	Iteration 123Q: 3 clusters Score -5479970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5479967.500000 Penalty: 1036.786865
	Iteration 124Q: 3 clusters Score -5479968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5479964.500000 Penalty: 1036.786865
	Iteration 125Q: 3 clusters Score -5479964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5479963.500000 Penalty: 1036.786865
	Iteration 126Q: 3 clusters Score -5479964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5479965.000000 Penalty: 1036.786865
	Iteration 127Q: 3 clusters Score -5479965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5479964.500000 Penalty: 1036.786865
	Iteration 128Q: 3 clusters Score -5479964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5479964.000000 Penalty: 1036.786865
	Iteration 129Q: 3 clusters Score -5479964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5479961.000000 Penalty: 1036.786865
	Iteration 130Q: 3 clusters Score -5479961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5479965.000000 Penalty: 1036.786865
	Iteration 131Q: 3 clusters Score -5479965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5479964.500000 Penalty: 1036.786865
	Iteration 132Q: 3 clusters Score -5479964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87709 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5479964.000000 Penalty: 1036.786865
	Iteration 133Q: 3 clusters Score -5479964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5479962.500000 Penalty: 1036.786865
	Iteration 134Q: 3 clusters Score -5479962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5479966.000000 Penalty: 1036.786865
	Iteration 135Q: 3 clusters Score -5479966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5479966.000000 Penalty: 1036.786865
	Iteration 136Q: 3 clusters Score -5479966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5479962.000000 Penalty: 1036.786865
	Iteration 137Q: 3 clusters Score -5479962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5479960.500000 Penalty: 1036.786865
	Iteration 138Q: 3 clusters Score -5479960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5479962.000000 Penalty: 1036.786865
	Iteration 139Q: 3 clusters Score -5479962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5479956.500000 Penalty: 1036.786865
	Iteration 140F: 3 clusters Score -5479956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5479963.000000 Penalty: 1036.786865
	Iteration 141Q: 3 clusters Score -5479963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5479959.500000 Penalty: 1036.786865
	Iteration 142Q: 3 clusters Score -5479960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5479963.500000 Penalty: 1036.786865
	Iteration 143Q: 3 clusters Score -5479964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5479963.500000 Penalty: 1036.786865
	Iteration 144Q: 3 clusters Score -5479964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5479961.000000 Penalty: 1036.786865
	Iteration 145Q: 3 clusters Score -5479961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5479960.500000 Penalty: 1036.786865
	Iteration 146Q: 3 clusters Score -5479960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5479960.500000 Penalty: 1036.786865
	Iteration 147Q: 3 clusters Score -5479960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5479961.000000 Penalty: 1036.786865
	Iteration 148Q: 3 clusters Score -5479961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5479964.000000 Penalty: 1036.786865
	Iteration 149Q: 3 clusters Score -5479964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5479959.500000 Penalty: 1036.786865
	Iteration 150Q: 3 clusters Score -5479960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5479961.500000 Penalty: 1036.786865
	Iteration 151Q: 3 clusters Score -5479962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5479956.000000 Penalty: 1036.786865
	Iteration 152Q: 3 clusters Score -5479956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5479957.000000 Penalty: 1036.786865
	Iteration 153Q: 3 clusters Score -5479957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5479955.000000 Penalty: 1036.786865
	Iteration 154Q: 3 clusters Score -5479955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5479951.000000 Penalty: 1036.786865
	Iteration 155Q: 3 clusters Score -5479951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5479955.500000 Penalty: 1036.786865
	Iteration 156Q: 3 clusters Score -5479956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5479957.500000 Penalty: 1036.786865
	Iteration 157Q: 3 clusters Score -5479958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5479955.500000 Penalty: 1036.786865
	Iteration 158Q: 3 clusters Score -5479956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5479957.500000 Penalty: 1036.786865
	Iteration 159Q: 3 clusters Score -5479958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5479958.000000 Penalty: 1036.786865
	Iteration 160F: 3 clusters Score -5479958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5479961.000000 Penalty: 1036.786865
	Iteration 161Q: 3 clusters Score -5479961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5479964.500000 Penalty: 1036.786865
	Iteration 162Q: 3 clusters Score -5479964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5479961.000000 Penalty: 1036.786865
	Iteration 163Q: 3 clusters Score -5479961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5479958.500000 Penalty: 1036.786865
	Iteration 164Q: 3 clusters Score -5479958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5479958.000000 Penalty: 1036.786865
	Iteration 165Q: 3 clusters Score -5479958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5479956.000000 Penalty: 1036.786865
	Iteration 166Q: 3 clusters Score -5479956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5479956.000000 Penalty: 1036.786865
	Iteration 167Q: 3 clusters Score -5479956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5479956.000000 Penalty: 1036.786865
	Iteration 168F: 3 clusters Score -5479956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -91067.359375 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -91067.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90012.765625 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -90012.77 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90952.859375 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -90952.86 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -91272.296875 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -91272.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -91483.625000 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -91483.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -91640.546875 Penalty: 670.862732
	Iteration 4F: 3 clusters Score -91640.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -91732.562500 Penalty: 670.862732
	Iteration 5F: 3 clusters Score -91732.56 nChanged 66
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: -91827.062500 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -91827.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -91940.882812 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -91940.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -92052.367188 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -92052.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92144.484375 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -92144.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -92163.156250 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -92163.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -92164.109375 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -92164.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -92166.343750 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -92166.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92166.968750 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -92166.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92164.617188 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -92164.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92174.789062 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -92174.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -92180.187500 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -92180.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -92188.484375 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -92188.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -92191.742188 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -92191.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -92193.343750 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -92193.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -92193.835938 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -92193.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -92194.000000 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -92194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92194.640625 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -92194.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -92194.640625 Penalty: 670.862732
	Iteration 23F: 3 clusters Score -92194.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 110058 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Entering Unmasked Estep 
Score: -53219960.000000 Penalty: 18711.464844
Splitting cluster 7 changes total score from -53214000.000000 to -53219960.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (41544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Entering Unmasked Estep 
Score: -2614061.500000 Penalty: 483.870117
	Iteration 0F: 2 clusters Score -2614062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2586040.250000 Penalty: 967.740234
	Iteration 0F: 3 clusters Score -2586040 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2597682.000000 Penalty: 967.740234
	Iteration 1F: 3 clusters Score -2597682 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2598193.500000 Penalty: 967.740234
	Iteration 2Q: 3 clusters Score -2598194 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2598934.500000 Penalty: 967.740234
	Iteration 3Q: 3 clusters Score -2598934 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2600162.500000 Penalty: 967.740234
	Iteration 4F: 3 clusters Score -2600162 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2602080.250000 Penalty: 967.740234
	Iteration 5F: 3 clusters Score -2602080 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -2604576.500000 Penalty: 967.740234
	Iteration 6F: 3 clusters Score -2604576 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -2606979.500000 Penalty: 967.740234
	Iteration 7F: 3 clusters Score -2606980 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -2608828.500000 Penalty: 967.740234
	Iteration 8F: 3 clusters Score -2608828 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -2609932.250000 Penalty: 967.740234
	Iteration 9Q: 3 clusters Score -2609932 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -2610669.500000 Penalty: 967.740234
	Iteration 10Q: 3 clusters Score -2610670 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -2611142.250000 Penalty: 967.740234
	Iteration 11Q: 3 clusters Score -2611142 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -2611518.750000 Penalty: 967.740234
	Iteration 12Q: 3 clusters Score -2611519 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -2611863.500000 Penalty: 967.740234
	Iteration 13Q: 3 clusters Score -2611864 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -2612192.500000 Penalty: 967.740234
	Iteration 14Q: 3 clusters Score -2612192 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -2612451.750000 Penalty: 967.740234
	Iteration 15Q: 3 clusters Score -2612452 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -2612699.500000 Penalty: 967.740234
	Iteration 16Q: 3 clusters Score -2612700 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -2612926.750000 Penalty: 967.740234
	Iteration 17Q: 3 clusters Score -2612927 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -2613080.500000 Penalty: 967.740234
	Iteration 18Q: 3 clusters Score -2613080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -2613206.000000 Penalty: 967.740234
	Iteration 19Q: 3 clusters Score -2613206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -2613310.000000 Penalty: 967.740234
	Iteration 20F: 3 clusters Score -2613310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -2613383.750000 Penalty: 967.740234
	Iteration 21Q: 3 clusters Score -2613384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -2613467.750000 Penalty: 967.740234
	Iteration 22Q: 3 clusters Score -2613468 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -2613535.000000 Penalty: 967.740234
	Iteration 23Q: 3 clusters Score -2613535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -2613567.250000 Penalty: 967.740234
	Iteration 24Q: 3 clusters Score -2613567 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -2613597.000000 Penalty: 967.740234
	Iteration 25Q: 3 clusters Score -2613597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -2613614.000000 Penalty: 967.740234
	Iteration 26Q: 3 clusters Score -2613614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -2613631.250000 Penalty: 967.740234
	Iteration 27Q: 3 clusters Score -2613631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -2613640.250000 Penalty: 967.740234
	Iteration 28Q: 3 clusters Score -2613640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -2613651.750000 Penalty: 967.740234
	Iteration 29Q: 3 clusters Score -2613652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -2613660.750000 Penalty: 967.740234
	Iteration 30Q: 3 clusters Score -2613661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -2613666.500000 Penalty: 967.740234
	Iteration 31Q: 3 clusters Score -2613666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -2613673.250000 Penalty: 967.740234
	Iteration 32Q: 3 clusters Score -2613673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -2613678.500000 Penalty: 967.740234
	Iteration 33Q: 3 clusters Score -2613678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -2613682.750000 Penalty: 967.740234
	Iteration 34Q: 3 clusters Score -2613683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -2613690.000000 Penalty: 967.740234
	Iteration 35Q: 3 clusters Score -2613690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -2613697.250000 Penalty: 967.740234
	Iteration 36Q: 3 clusters Score -2613697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -2613701.750000 Penalty: 967.740234
	Iteration 37Q: 3 clusters Score -2613702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -2613703.000000 Penalty: 967.740234
	Iteration 38Q: 3 clusters Score -2613703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -2613701.750000 Penalty: 967.740234
	Iteration 39Q: 3 clusters Score -2613702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -2613710.000000 Penalty: 967.740234
	Iteration 40F: 3 clusters Score -2613710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -2613713.250000 Penalty: 967.740234
	Iteration 41Q: 3 clusters Score -2613713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -2613718.750000 Penalty: 967.740234
	Iteration 42Q: 3 clusters Score -2613719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -2613716.250000 Penalty: 967.740234
	Iteration 43Q: 3 clusters Score -2613716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -2613718.500000 Penalty: 967.740234
	Iteration 44Q: 3 clusters Score -2613718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -2613718.750000 Penalty: 967.740234
	Iteration 45Q: 3 clusters Score -2613719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -2613718.250000 Penalty: 967.740234
	Iteration 46Q: 3 clusters Score -2613718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -2613722.000000 Penalty: 967.740234
	Iteration 47Q: 3 clusters Score -2613722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -2613721.500000 Penalty: 967.740234
	Iteration 48Q: 3 clusters Score -2613722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -2613723.000000 Penalty: 967.740234
	Iteration 49Q: 3 clusters Score -2613723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -2613722.250000 Penalty: 967.740234
	Iteration 50Q: 3 clusters Score -2613722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -2613721.750000 Penalty: 967.740234
	Iteration 51Q: 3 clusters Score -2613722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -2613721.750000 Penalty: 967.740234
	Iteration 52F: 3 clusters Score -2613722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Entering Unmasked Estep 
Score: -5279131.500000 Penalty: 516.666199
	Iteration 0F: 2 clusters Score -5279132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5222077.500000 Penalty: 1033.332397
	Iteration 0F: 3 clusters Score -5222078 nChanged 41738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -5249792.000000 Penalty: 1033.332397
	Iteration 1F: 3 clusters Score -5249792 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5253828.500000 Penalty: 1033.332397
	Iteration 2F: 3 clusters Score -5253828 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5259684.500000 Penalty: 1033.332397
	Iteration 3F: 3 clusters Score -5259684 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5266739.500000 Penalty: 1033.332397
	Iteration 4F: 3 clusters Score -5266740 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -5272393.500000 Penalty: 1033.332397
	Iteration 5F: 3 clusters Score -5272394 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -5275667.000000 Penalty: 1033.332397
	Iteration 6Q: 3 clusters Score -5275667 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5277409.500000 Penalty: 1033.332397
	Iteration 7Q: 3 clusters Score -5277410 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5278206.000000 Penalty: 1033.332397
	Iteration 8Q: 3 clusters Score -5278206 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5278592.000000 Penalty: 1033.332397
	Iteration 9Q: 3 clusters Score -5278592 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5278803.000000 Penalty: 1033.332397
	Iteration 10Q: 3 clusters Score -5278803 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5278909.500000 Penalty: 1033.332397
	Iteration 11Q: 3 clusters Score -5278910 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5278963.000000 Penalty: 1033.332397
	Iteration 12Q: 3 clusters Score -5278963 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5279034.500000 Penalty: 1033.332397
	Iteration 13Q: 3 clusters Score -5279034 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5279063.500000 Penalty: 1033.332397
	Iteration 14Q: 3 clusters Score -5279064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5279067.000000 Penalty: 1033.332397
	Iteration 15Q: 3 clusters Score -5279067 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5279070.500000 Penalty: 1033.332397
	Iteration 16Q: 3 clusters Score -5279070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5279071.500000 Penalty: 1033.332397
	Iteration 17Q: 3 clusters Score -5279072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5279061.000000 Penalty: 1033.332397
	Iteration 18Q: 3 clusters Score -5279061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5279056.500000 Penalty: 1033.332397
	Iteration 19Q: 3 clusters Score -5279056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5279058.000000 Penalty: 1033.332397
	Iteration 20F: 3 clusters Score -5279058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84799 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5279047.000000 Penalty: 1033.332397
	Iteration 21Q: 3 clusters Score -5279047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5279043.000000 Penalty: 1033.332397
	Iteration 22Q: 3 clusters Score -5279043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5279038.000000 Penalty: 1033.332397
	Iteration 23Q: 3 clusters Score -5279038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5279029.000000 Penalty: 1033.332397
	Iteration 24Q: 3 clusters Score -5279029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5279029.000000 Penalty: 1033.332397
	Iteration 25Q: 3 clusters Score -5279029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5279032.000000 Penalty: 1033.332397
	Iteration 26Q: 3 clusters Score -5279032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5279031.000000 Penalty: 1033.332397
	Iteration 27Q: 3 clusters Score -5279031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5279025.000000 Penalty: 1033.332397
	Iteration 28Q: 3 clusters Score -5279025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5279027.500000 Penalty: 1033.332397
	Iteration 29Q: 3 clusters Score -5279028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5279025.000000 Penalty: 1033.332397
	Iteration 30Q: 3 clusters Score -5279025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84909 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5279026.500000 Penalty: 1033.332397
	Iteration 31Q: 3 clusters Score -5279026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5279024.500000 Penalty: 1033.332397
	Iteration 32Q: 3 clusters Score -5279024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5279031.000000 Penalty: 1033.332397
	Iteration 33Q: 3 clusters Score -5279031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5279031.500000 Penalty: 1033.332397
	Iteration 34Q: 3 clusters Score -5279032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5279041.500000 Penalty: 1033.332397
	Iteration 35Q: 3 clusters Score -5279042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5279043.500000 Penalty: 1033.332397
	Iteration 36Q: 3 clusters Score -5279044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5279045.000000 Penalty: 1033.332397
	Iteration 37Q: 3 clusters Score -5279045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5279046.000000 Penalty: 1033.332397
	Iteration 38Q: 3 clusters Score -5279046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5279050.500000 Penalty: 1033.332397
	Iteration 39Q: 3 clusters Score -5279050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5279050.000000 Penalty: 1033.332397
	Iteration 40F: 3 clusters Score -5279050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5279046.500000 Penalty: 1033.332397
	Iteration 41Q: 3 clusters Score -5279046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5279048.000000 Penalty: 1033.332397
	Iteration 42Q: 3 clusters Score -5279048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5279045.500000 Penalty: 1033.332397
	Iteration 43Q: 3 clusters Score -5279046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5279047.000000 Penalty: 1033.332397
	Iteration 44Q: 3 clusters Score -5279047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5279045.500000 Penalty: 1033.332397
	Iteration 45Q: 3 clusters Score -5279046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5279049.000000 Penalty: 1033.332397
	Iteration 46Q: 3 clusters Score -5279049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5279052.000000 Penalty: 1033.332397
	Iteration 47Q: 3 clusters Score -5279052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5279047.000000 Penalty: 1033.332397
	Iteration 48Q: 3 clusters Score -5279047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5279034.500000 Penalty: 1033.332397
	Iteration 49Q: 3 clusters Score -5279034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5279038.000000 Penalty: 1033.332397
	Iteration 50Q: 3 clusters Score -5279038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5279035.000000 Penalty: 1033.332397
	Iteration 51Q: 3 clusters Score -5279035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5279033.000000 Penalty: 1033.332397
	Iteration 52Q: 3 clusters Score -5279033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5279033.500000 Penalty: 1033.332397
	Iteration 53Q: 3 clusters Score -5279034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5279035.000000 Penalty: 1033.332397
	Iteration 54Q: 3 clusters Score -5279035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5279035.000000 Penalty: 1033.332397
	Iteration 55F: 3 clusters Score -5279035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Entering Unmasked Estep 
Score: -6717499.500000 Penalty: 528.198730
	Iteration 0F: 2 clusters Score -6717500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -6645561.000000 Penalty: 1056.397461
	Iteration 0F: 3 clusters Score -6645561 nChanged 53728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6679186.500000 Penalty: 1056.397461
	Iteration 1F: 3 clusters Score -6679186 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6682524.000000 Penalty: 1056.397461
	Iteration 2F: 3 clusters Score -6682524 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -6687583.500000 Penalty: 1056.397461
	Iteration 3F: 3 clusters Score -6687584 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6694490.000000 Penalty: 1056.397461
	Iteration 4F: 3 clusters Score -6694490 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -6701563.500000 Penalty: 1056.397461
	Iteration 5F: 3 clusters Score -6701564 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -6706121.000000 Penalty: 1056.397461
	Iteration 6F: 3 clusters Score -6706121 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -6708114.000000 Penalty: 1056.397461
	Iteration 7Q: 3 clusters Score -6708114 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -6708892.000000 Penalty: 1056.397461
	Iteration 8Q: 3 clusters Score -6708892 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -6709398.500000 Penalty: 1056.397461
	Iteration 9Q: 3 clusters Score -6709398 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -6709808.500000 Penalty: 1056.397461
	Iteration 10Q: 3 clusters Score -6709808 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6710129.500000 Penalty: 1056.397461
	Iteration 11Q: 3 clusters Score -6710130 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -6710457.000000 Penalty: 1056.397461
	Iteration 12Q: 3 clusters Score -6710457 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -6710728.500000 Penalty: 1056.397461
	Iteration 13Q: 3 clusters Score -6710728 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -6710954.500000 Penalty: 1056.397461
	Iteration 14Q: 3 clusters Score -6710954 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -6711175.000000 Penalty: 1056.397461
	Iteration 15Q: 3 clusters Score -6711175 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6711410.000000 Penalty: 1056.397461
	Iteration 16Q: 3 clusters Score -6711410 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -6711620.000000 Penalty: 1056.397461
	Iteration 17Q: 3 clusters Score -6711620 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -6711814.500000 Penalty: 1056.397461
	Iteration 18Q: 3 clusters Score -6711814 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6712091.500000 Penalty: 1056.397461
	Iteration 19Q: 3 clusters Score -6712092 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -6712340.500000 Penalty: 1056.397461
	Iteration 20F: 3 clusters Score -6712340 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -6712593.000000 Penalty: 1056.397461
	Iteration 21Q: 3 clusters Score -6712593 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -6712886.000000 Penalty: 1056.397461
	Iteration 22Q: 3 clusters Score -6712886 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -6713150.000000 Penalty: 1056.397461
	Iteration 23Q: 3 clusters Score -6713150 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -6713365.000000 Penalty: 1056.397461
	Iteration 24Q: 3 clusters Score -6713365 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6713650.000000 Penalty: 1056.397461
	Iteration 25Q: 3 clusters Score -6713650 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -6713893.000000 Penalty: 1056.397461
	Iteration 26Q: 3 clusters Score -6713893 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -6714117.500000 Penalty: 1056.397461
	Iteration 27Q: 3 clusters Score -6714118 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -6714362.000000 Penalty: 1056.397461
	Iteration 28Q: 3 clusters Score -6714362 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -6714575.000000 Penalty: 1056.397461
	Iteration 29Q: 3 clusters Score -6714575 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -6714840.000000 Penalty: 1056.397461
	Iteration 30Q: 3 clusters Score -6714840 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -6715081.500000 Penalty: 1056.397461
	Iteration 31Q: 3 clusters Score -6715082 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6715209.000000 Penalty: 1056.397461
	Iteration 32Q: 3 clusters Score -6715209 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -6715433.000000 Penalty: 1056.397461
	Iteration 33Q: 3 clusters Score -6715433 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6715562.000000 Penalty: 1056.397461
	Iteration 34Q: 3 clusters Score -6715562 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -6715740.000000 Penalty: 1056.397461
	Iteration 35Q: 3 clusters Score -6715740 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -6715811.500000 Penalty: 1056.397461
	Iteration 36Q: 3 clusters Score -6715812 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100049 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -6715934.500000 Penalty: 1056.397461
	Iteration 37Q: 3 clusters Score -6715934 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -6716150.500000 Penalty: 1056.397461
	Iteration 38Q: 3 clusters Score -6716150 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -6716349.000000 Penalty: 1056.397461
	Iteration 39Q: 3 clusters Score -6716349 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -6716598.000000 Penalty: 1056.397461
	Iteration 40F: 3 clusters Score -6716598 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -6716823.000000 Penalty: 1056.397461
	Iteration 41Q: 3 clusters Score -6716823 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -6716980.000000 Penalty: 1056.397461
	Iteration 42Q: 3 clusters Score -6716980 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -6717129.500000 Penalty: 1056.397461
	Iteration 43Q: 3 clusters Score -6717130 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6717213.000000 Penalty: 1056.397461
	Iteration 44Q: 3 clusters Score -6717213 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6717341.500000 Penalty: 1056.397461
	Iteration 45Q: 3 clusters Score -6717342 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6717441.500000 Penalty: 1056.397461
	Iteration 46Q: 3 clusters Score -6717442 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6717523.000000 Penalty: 1056.397461
	Iteration 47Q: 3 clusters Score -6717523 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6717541.500000 Penalty: 1056.397461
	Iteration 48Q: 3 clusters Score -6717542 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6717604.500000 Penalty: 1056.397461
	Iteration 49Q: 3 clusters Score -6717604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6717659.500000 Penalty: 1056.397461
	Iteration 50Q: 3 clusters Score -6717660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6717658.000000 Penalty: 1056.397461
	Iteration 51Q: 3 clusters Score -6717658 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6717657.000000 Penalty: 1056.397461
	Iteration 52Q: 3 clusters Score -6717657 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6717678.000000 Penalty: 1056.397461
	Iteration 53Q: 3 clusters Score -6717678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6717679.000000 Penalty: 1056.397461
	Iteration 54Q: 3 clusters Score -6717679 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6717690.500000 Penalty: 1056.397461
	Iteration 55Q: 3 clusters Score -6717690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6717706.500000 Penalty: 1056.397461
	Iteration 56Q: 3 clusters Score -6717706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6717703.000000 Penalty: 1056.397461
	Iteration 57Q: 3 clusters Score -6717703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6717677.000000 Penalty: 1056.397461
	Iteration 58Q: 3 clusters Score -6717677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6717680.000000 Penalty: 1056.397461
	Iteration 59Q: 3 clusters Score -6717680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108628 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6717665.000000 Penalty: 1056.397461
	Iteration 60F: 3 clusters Score -6717665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6717662.500000 Penalty: 1056.397461
	Iteration 61Q: 3 clusters Score -6717662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6717669.000000 Penalty: 1056.397461
	Iteration 62Q: 3 clusters Score -6717669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6717672.500000 Penalty: 1056.397461
	Iteration 63Q: 3 clusters Score -6717672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6717673.500000 Penalty: 1056.397461
	Iteration 64Q: 3 clusters Score -6717674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6717668.500000 Penalty: 1056.397461
	Iteration 65Q: 3 clusters Score -6717668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6717672.500000 Penalty: 1056.397461
	Iteration 66Q: 3 clusters Score -6717672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108842 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6717680.000000 Penalty: 1056.397461
	Iteration 67Q: 3 clusters Score -6717680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6717684.000000 Penalty: 1056.397461
	Iteration 68Q: 3 clusters Score -6717684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6717680.500000 Penalty: 1056.397461
	Iteration 69Q: 3 clusters Score -6717680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6717688.500000 Penalty: 1056.397461
	Iteration 70Q: 3 clusters Score -6717688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6717687.500000 Penalty: 1056.397461
	Iteration 71Q: 3 clusters Score -6717688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6717682.000000 Penalty: 1056.397461
	Iteration 72Q: 3 clusters Score -6717682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6717680.500000 Penalty: 1056.397461
	Iteration 73Q: 3 clusters Score -6717680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6717665.500000 Penalty: 1056.397461
	Iteration 74Q: 3 clusters Score -6717666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6717665.000000 Penalty: 1056.397461
	Iteration 75Q: 3 clusters Score -6717665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6717665.500000 Penalty: 1056.397461
	Iteration 76Q: 3 clusters Score -6717666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6717671.000000 Penalty: 1056.397461
	Iteration 77Q: 3 clusters Score -6717671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6717665.500000 Penalty: 1056.397461
	Iteration 78Q: 3 clusters Score -6717666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6717663.500000 Penalty: 1056.397461
	Iteration 79Q: 3 clusters Score -6717664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6717663.000000 Penalty: 1056.397461
	Iteration 80F: 3 clusters Score -6717663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6717662.000000 Penalty: 1056.397461
	Iteration 81Q: 3 clusters Score -6717662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6717659.000000 Penalty: 1056.397461
	Iteration 82Q: 3 clusters Score -6717659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6717661.000000 Penalty: 1056.397461
	Iteration 83Q: 3 clusters Score -6717661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6717656.000000 Penalty: 1056.397461
	Iteration 84Q: 3 clusters Score -6717656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6717658.000000 Penalty: 1056.397461
	Iteration 85Q: 3 clusters Score -6717658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6717658.000000 Penalty: 1056.397461
	Iteration 86Q: 3 clusters Score -6717658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6717658.500000 Penalty: 1056.397461
	Iteration 87Q: 3 clusters Score -6717658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6717656.000000 Penalty: 1056.397461
	Iteration 88Q: 3 clusters Score -6717656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6717656.500000 Penalty: 1056.397461
	Iteration 89Q: 3 clusters Score -6717656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6717656.500000 Penalty: 1056.397461
	Iteration 90F: 3 clusters Score -6717656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Entering Unmasked Estep 
Score: -53220092.000000 Penalty: 19335.181641
Splitting cluster 10 changes total score from -53214000.000000 to -53220092.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -64151.640625 Penalty: 331.051849
	Iteration 0F: 2 clusters Score -64151.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63223.074219 Penalty: 662.103699
	Iteration 0F: 3 clusters Score -63223.07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -65200.253906 Penalty: 662.103699
	Iteration 1F: 3 clusters Score -65200.25 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -66075.171875 Penalty: 662.103699
	Iteration 2F: 3 clusters Score -66075.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66278.812500 Penalty: 662.103699
	Iteration 3F: 3 clusters Score -66278.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -66359.187500 Penalty: 662.103699
	Iteration 4Q: 3 clusters Score -66359.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66386.132812 Penalty: 662.103699
	Iteration 5Q: 3 clusters Score -66386.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -66429.421875 Penalty: 662.103699
	Iteration 6Q: 3 clusters Score -66429.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -66493.773438 Penalty: 662.103699
	Iteration 7Q: 3 clusters Score -66493.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66615.812500 Penalty: 662.103699
	Iteration 8Q: 3 clusters Score -66615.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66728.859375 Penalty: 662.103699
	Iteration 9Q: 3 clusters Score -66728.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66808.835938 Penalty: 662.103699
	Iteration 10Q: 3 clusters Score -66808.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66935.906250 Penalty: 662.103699
	Iteration 11Q: 3 clusters Score -66935.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -67049.171875 Penalty: 662.103699
	Iteration 12Q: 3 clusters Score -67049.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67104.937500 Penalty: 662.103699
	Iteration 13Q: 3 clusters Score -67104.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67222.179688 Penalty: 662.103699
	Iteration 14Q: 3 clusters Score -67222.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67319.828125 Penalty: 662.103699
	Iteration 15Q: 3 clusters Score -67319.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67324.453125 Penalty: 662.103699
	Iteration 16Q: 3 clusters Score -67324.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67328.132812 Penalty: 662.103699
	Iteration 17Q: 3 clusters Score -67328.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67328.132812 Penalty: 662.103699
	Iteration 18F: 3 clusters Score -67328.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Entering Unmasked Estep 
Score: -53223260.000000 Penalty: 19958.896484
Splitting cluster 11 changes total score from -53214000.000000 to -53223260.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -52794.207031 Penalty: 309.000580
	Iteration 0F: 2 clusters Score -52794.21 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 429 members 
Entering Unmasked Estep 
Score: -52082.738281 Penalty: 618.001160
	Iteration 0F: 3 clusters Score -52082.74 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52413.824219 Penalty: 618.001160
	Iteration 1F: 3 clusters Score -52413.82 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52517.968750 Penalty: 618.001160
	Iteration 2F: 3 clusters Score -52517.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52656.675781 Penalty: 618.001160
	Iteration 3F: 3 clusters Score -52656.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52728.308594 Penalty: 618.001160
	Iteration 4Q: 3 clusters Score -52728.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52781.378906 Penalty: 618.001160
	Iteration 5Q: 3 clusters Score -52781.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52828.042969 Penalty: 618.001160
	Iteration 6Q: 3 clusters Score -52828.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52932.484375 Penalty: 618.001160
	Iteration 7F: 3 clusters Score -52932.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -53177.996094 Penalty: 618.001160
	Iteration 8F: 3 clusters Score -53178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -53376.460938 Penalty: 618.001160
	Iteration 9F: 3 clusters Score -53376.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53499.046875 Penalty: 618.001160
	Iteration 10Q: 3 clusters Score -53499.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53580.796875 Penalty: 618.001160
	Iteration 11Q: 3 clusters Score -53580.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53638.949219 Penalty: 618.001160
	Iteration 12Q: 3 clusters Score -53638.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53659.023438 Penalty: 618.001160
	Iteration 13Q: 3 clusters Score -53659.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53668.968750 Penalty: 618.001160
	Iteration 14Q: 3 clusters Score -53668.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53671.160156 Penalty: 618.001160
	Iteration 15Q: 3 clusters Score -53671.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -53676.707031 Penalty: 618.001160
	Iteration 16Q: 3 clusters Score -53676.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53687.832031 Penalty: 618.001160
	Iteration 17Q: 3 clusters Score -53687.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53690.285156 Penalty: 618.001160
	Iteration 18Q: 3 clusters Score -53690.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53691.023438 Penalty: 618.001160
	Iteration 19Q: 3 clusters Score -53691.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53692.437500 Penalty: 618.001160
	Iteration 20F: 3 clusters Score -53692.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53693.562500 Penalty: 618.001160
	Iteration 21Q: 3 clusters Score -53693.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53693.562500 Penalty: 618.001160
	Iteration 22F: 3 clusters Score -53693.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 91493 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Entering Unmasked Estep 
Score: -53223828.000000 Penalty: 20582.613281
Splitting cluster 12 changes total score from -53214000.000000 to -53223828.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (91493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Entering Unmasked Estep 
Score: -5740918.000000 Penalty: 519.792786
	Iteration 0F: 2 clusters Score -5740918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5681001.000000 Penalty: 1039.585571
	Iteration 0F: 3 clusters Score -5681001 nChanged 44782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -5708526.000000 Penalty: 1039.585571
	Iteration 1F: 3 clusters Score -5708526 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -5710045.500000 Penalty: 1039.585571
	Iteration 2Q: 3 clusters Score -5710046 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -5712296.500000 Penalty: 1039.585571
	Iteration 3Q: 3 clusters Score -5712296 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -5715801.000000 Penalty: 1039.585571
	Iteration 4F: 3 clusters Score -5715801 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -5720819.500000 Penalty: 1039.585571
	Iteration 5F: 3 clusters Score -5720820 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -5726165.000000 Penalty: 1039.585571
	Iteration 6F: 3 clusters Score -5726165 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -5729530.000000 Penalty: 1039.585571
	Iteration 7F: 3 clusters Score -5729530 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -5731014.000000 Penalty: 1039.585571
	Iteration 8Q: 3 clusters Score -5731014 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -5731961.000000 Penalty: 1039.585571
	Iteration 9Q: 3 clusters Score -5731961 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -5732711.000000 Penalty: 1039.585571
	Iteration 10Q: 3 clusters Score -5732711 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -5733368.500000 Penalty: 1039.585571
	Iteration 11Q: 3 clusters Score -5733368 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -5734048.000000 Penalty: 1039.585571
	Iteration 12Q: 3 clusters Score -5734048 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -5734739.000000 Penalty: 1039.585571
	Iteration 13Q: 3 clusters Score -5734739 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -5735388.500000 Penalty: 1039.585571
	Iteration 14Q: 3 clusters Score -5735388 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -5736086.500000 Penalty: 1039.585571
	Iteration 15Q: 3 clusters Score -5736086 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -5736752.000000 Penalty: 1039.585571
	Iteration 16Q: 3 clusters Score -5736752 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -5737265.500000 Penalty: 1039.585571
	Iteration 17Q: 3 clusters Score -5737266 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -5737696.000000 Penalty: 1039.585571
	Iteration 18Q: 3 clusters Score -5737696 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -5738020.500000 Penalty: 1039.585571
	Iteration 19Q: 3 clusters Score -5738020 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -5738262.500000 Penalty: 1039.585571
	Iteration 20F: 3 clusters Score -5738262 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -5738466.000000 Penalty: 1039.585571
	Iteration 21Q: 3 clusters Score -5738466 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 68143 members 
Entering Unmasked Estep 
Score: -5738650.000000 Penalty: 1039.585571
	Iteration 22Q: 3 clusters Score -5738650 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -5738811.000000 Penalty: 1039.585571
	Iteration 23Q: 3 clusters Score -5738811 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -5738963.000000 Penalty: 1039.585571
	Iteration 24Q: 3 clusters Score -5738963 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5739118 nChanged 650
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5739280 nChanged 632
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Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5739380 nChanged 611
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Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 71661 members 
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	Iteration 28Q: 3 clusters Score -5739536 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5739694 nChanged 643
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Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5739852 nChanged 606
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Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5739982 nChanged 578
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Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5740106 nChanged 586
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Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5740191 nChanged 562
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Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5740314 nChanged 556
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Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5740448 nChanged 590
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Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5740586 nChanged 579
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Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5740700 nChanged 553
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Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5740813 nChanged 531
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Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5740912 nChanged 525
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Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5741016 nChanged 503
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Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5741114 nChanged 486
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Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5741226 nChanged 419
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Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5741269 nChanged 381
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Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5741304 nChanged 357
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Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 80696 members 
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	Iteration 45Q: 3 clusters Score -5741386 nChanged 362
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Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5741414 nChanged 351
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5741470 nChanged 302
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Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5741521 nChanged 280
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Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5741530 nChanged 258
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Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5741540 nChanged 246
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Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5741584 nChanged 210
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Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5741588 nChanged 201
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Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5741601 nChanged 188
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Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5741630 nChanged 189
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Mstep: Class 1 contains 8242 members 
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Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5741640 nChanged 167
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Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5741652 nChanged 162
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Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5741654 nChanged 158
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Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5741661 nChanged 136
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Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5741658 nChanged 151
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Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 84207 members 
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	Iteration 61Q: 3 clusters Score -5741686 nChanged 122
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Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5741702 nChanged 114
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5741706 nChanged 100
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Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5741694 nChanged 89
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Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5741672 nChanged 91
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Mstep: Class 1 contains 6780 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5741678 nChanged 93
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Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5741678 nChanged 91
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5741662 nChanged 88
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Mstep: Class 1 contains 6514 members 
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	Iteration 69Q: 3 clusters Score -5741670 nChanged 87
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Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5741656 nChanged 93
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Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 85155 members 
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	Iteration 71Q: 3 clusters Score -5741647 nChanged 69
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Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5741640 nChanged 51
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Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5741622 nChanged 50
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Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5741617 nChanged 40
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Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5741614 nChanged 44
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Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5741602 nChanged 57
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Mstep: Class 1 contains 6037 members 
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	Iteration 77Q: 3 clusters Score -5741617 nChanged 66
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Mstep: Class 1 contains 5971 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5741608 nChanged 50
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Mstep: Class 1 contains 5923 members 
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	Iteration 79Q: 3 clusters Score -5741597 nChanged 45
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Mstep: Class 1 contains 5880 members 
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	Iteration 80F: 3 clusters Score -5741602 nChanged 50
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Mstep: Class 1 contains 5836 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5741585 nChanged 40
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Mstep: Class 1 contains 5798 members 
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	Iteration 82Q: 3 clusters Score -5741584 nChanged 31
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Mstep: Class 1 contains 5769 members 
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	Iteration 83Q: 3 clusters Score -5741584 nChanged 32
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Mstep: Class 1 contains 5739 members 
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	Iteration 84Q: 3 clusters Score -5741572 nChanged 38
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Mstep: Class 1 contains 5703 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5741582 nChanged 26
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Mstep: Class 1 contains 5677 members 
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	Iteration 86Q: 3 clusters Score -5741592 nChanged 28
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Mstep: Class 1 contains 5651 members 
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	Iteration 87Q: 3 clusters Score -5741584 nChanged 33
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Mstep: Class 1 contains 5620 members 
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	Iteration 88Q: 3 clusters Score -5741578 nChanged 27
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Mstep: Class 1 contains 5593 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5741576 nChanged 28
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Mstep: Class 1 contains 5565 members 
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	Iteration 90Q: 3 clusters Score -5741570 nChanged 29
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	Iteration 91Q: 3 clusters Score -5741580 nChanged 24
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	Iteration 92Q: 3 clusters Score -5741580 nChanged 24
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Mstep: Class 1 contains 5496 members 
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	Iteration 93Q: 3 clusters Score -5741582 nChanged 22
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Mstep: Class 1 contains 5476 members 
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	Iteration 94Q: 3 clusters Score -5741568 nChanged 22
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	Iteration 95Q: 3 clusters Score -5741564 nChanged 18
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	Iteration 96Q: 3 clusters Score -5741562 nChanged 18
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	Iteration 97Q: 3 clusters Score -5741564 nChanged 19
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	Iteration 98Q: 3 clusters Score -5741564 nChanged 22
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	Iteration 99Q: 3 clusters Score -5741562 nChanged 22
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	Iteration 100F: 3 clusters Score -5741554 nChanged 15
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	Iteration 101Q: 3 clusters Score -5741552 nChanged 17
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	Iteration 102Q: 3 clusters Score -5741552 nChanged 15
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	Iteration 103Q: 3 clusters Score -5741554 nChanged 13
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	Iteration 104Q: 3 clusters Score -5741555 nChanged 12
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	Iteration 105Q: 3 clusters Score -5741546 nChanged 7
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	Iteration 106Q: 3 clusters Score -5741554 nChanged 4
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	Iteration 107Q: 3 clusters Score -5741554 nChanged 8
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	Iteration 108Q: 3 clusters Score -5741556 nChanged 11
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	Iteration 109Q: 3 clusters Score -5741557 nChanged 9
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	Iteration 110Q: 3 clusters Score -5741554 nChanged 13
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	Iteration 111Q: 3 clusters Score -5741542 nChanged 14
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	Iteration 112Q: 3 clusters Score -5741543 nChanged 14
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	Iteration 113Q: 3 clusters Score -5741550 nChanged 19
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	Iteration 114Q: 3 clusters Score -5741554 nChanged 14
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	Iteration 115Q: 3 clusters Score -5741547 nChanged 11
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	Iteration 116Q: 3 clusters Score -5741541 nChanged 11
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	Iteration 117Q: 3 clusters Score -5741536 nChanged 11
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	Iteration 118Q: 3 clusters Score -5741542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -5741547.000000 Penalty: 1039.585571
	Iteration 119Q: 3 clusters Score -5741547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -5741542.000000 Penalty: 1039.585571
	Iteration 120F: 3 clusters Score -5741542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -5741537.000000 Penalty: 1039.585571
	Iteration 121Q: 3 clusters Score -5741537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -5741533.500000 Penalty: 1039.585571
	Iteration 122Q: 3 clusters Score -5741534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -5741534.000000 Penalty: 1039.585571
	Iteration 123Q: 3 clusters Score -5741534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -5741534.000000 Penalty: 1039.585571
	Iteration 124Q: 3 clusters Score -5741534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -5741541.000000 Penalty: 1039.585571
	Iteration 125Q: 3 clusters Score -5741541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -5741533.000000 Penalty: 1039.585571
	Iteration 126Q: 3 clusters Score -5741533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -5741540.000000 Penalty: 1039.585571
	Iteration 127Q: 3 clusters Score -5741540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -5741545.000000 Penalty: 1039.585571
	Iteration 128Q: 3 clusters Score -5741545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -5741541.000000 Penalty: 1039.585571
	Iteration 129Q: 3 clusters Score -5741541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -5741539.500000 Penalty: 1039.585571
	Iteration 130Q: 3 clusters Score -5741540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -5741537.000000 Penalty: 1039.585571
	Iteration 131Q: 3 clusters Score -5741537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -5741535.000000 Penalty: 1039.585571
	Iteration 132Q: 3 clusters Score -5741535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -5741547.000000 Penalty: 1039.585571
	Iteration 133Q: 3 clusters Score -5741547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -5741546.500000 Penalty: 1039.585571
	Iteration 134Q: 3 clusters Score -5741546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -5741548.500000 Penalty: 1039.585571
	Iteration 135Q: 3 clusters Score -5741548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -5741547.500000 Penalty: 1039.585571
	Iteration 136Q: 3 clusters Score -5741548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -5741547.500000 Penalty: 1039.585571
	Iteration 137F: 3 clusters Score -5741548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 98043 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Entering Unmasked Estep 
Score: -53224424.000000 Penalty: 21206.328125
Splitting cluster 13 changes total score from -53214000.000000 to -53224424.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (98043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Entering Unmasked Estep 
Score: -6095913.000000 Penalty: 522.938843
	Iteration 0F: 2 clusters Score -6095913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6035601.000000 Penalty: 1045.877686
	Iteration 0F: 3 clusters Score -6035601 nChanged 48133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -6064270.000000 Penalty: 1045.877686
	Iteration 1F: 3 clusters Score -6064270 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6065184.500000 Penalty: 1045.877686
	Iteration 2Q: 3 clusters Score -6065184 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6066528.500000 Penalty: 1045.877686
	Iteration 3Q: 3 clusters Score -6066528 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6068996.000000 Penalty: 1045.877686
	Iteration 4Q: 3 clusters Score -6068996 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -6073316.000000 Penalty: 1045.877686
	Iteration 5F: 3 clusters Score -6073316 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -6079630.000000 Penalty: 1045.877686
	Iteration 6F: 3 clusters Score -6079630 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -6085719.000000 Penalty: 1045.877686
	Iteration 7F: 3 clusters Score -6085719 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -6088706.500000 Penalty: 1045.877686
	Iteration 8F: 3 clusters Score -6088706 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6089584.500000 Penalty: 1045.877686
	Iteration 9Q: 3 clusters Score -6089584 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -6090004.500000 Penalty: 1045.877686
	Iteration 10Q: 3 clusters Score -6090004 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -6090395.000000 Penalty: 1045.877686
	Iteration 11Q: 3 clusters Score -6090395 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -6090667.500000 Penalty: 1045.877686
	Iteration 12Q: 3 clusters Score -6090668 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6090900.000000 Penalty: 1045.877686
	Iteration 13Q: 3 clusters Score -6090900 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6091104.500000 Penalty: 1045.877686
	Iteration 14Q: 3 clusters Score -6091104 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -6091282.500000 Penalty: 1045.877686
	Iteration 15Q: 3 clusters Score -6091282 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6091510.500000 Penalty: 1045.877686
	Iteration 16Q: 3 clusters Score -6091510 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6091635.500000 Penalty: 1045.877686
	Iteration 17Q: 3 clusters Score -6091636 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -6091795.500000 Penalty: 1045.877686
	Iteration 18Q: 3 clusters Score -6091796 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -6091969.000000 Penalty: 1045.877686
	Iteration 19Q: 3 clusters Score -6091969 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -6092114.500000 Penalty: 1045.877686
	Iteration 20F: 3 clusters Score -6092114 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -6092271.000000 Penalty: 1045.877686
	Iteration 21Q: 3 clusters Score -6092271 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -6092377.000000 Penalty: 1045.877686
	Iteration 22Q: 3 clusters Score -6092377 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6092546.000000 Penalty: 1045.877686
	Iteration 23Q: 3 clusters Score -6092546 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -6092711.000000 Penalty: 1045.877686
	Iteration 24Q: 3 clusters Score -6092711 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -6092854.000000 Penalty: 1045.877686
	Iteration 25Q: 3 clusters Score -6092854 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -6092999.500000 Penalty: 1045.877686
	Iteration 26Q: 3 clusters Score -6093000 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -6093163.500000 Penalty: 1045.877686
	Iteration 27Q: 3 clusters Score -6093164 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -6093335.000000 Penalty: 1045.877686
	Iteration 28Q: 3 clusters Score -6093335 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -6093473.000000 Penalty: 1045.877686
	Iteration 29Q: 3 clusters Score -6093473 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -6093612.500000 Penalty: 1045.877686
	Iteration 30Q: 3 clusters Score -6093612 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6093758.500000 Penalty: 1045.877686
	Iteration 31Q: 3 clusters Score -6093758 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -6093861.000000 Penalty: 1045.877686
	Iteration 32Q: 3 clusters Score -6093861 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -6093968.000000 Penalty: 1045.877686
	Iteration 33Q: 3 clusters Score -6093968 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -6094075.000000 Penalty: 1045.877686
	Iteration 34Q: 3 clusters Score -6094075 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6094191.500000 Penalty: 1045.877686
	Iteration 35Q: 3 clusters Score -6094192 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -6094258.000000 Penalty: 1045.877686
	Iteration 36Q: 3 clusters Score -6094258 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -6094376.000000 Penalty: 1045.877686
	Iteration 37Q: 3 clusters Score -6094376 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -6094498.000000 Penalty: 1045.877686
	Iteration 38Q: 3 clusters Score -6094498 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6094567.000000 Penalty: 1045.877686
	Iteration 39Q: 3 clusters Score -6094567 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -6094620.000000 Penalty: 1045.877686
	Iteration 40F: 3 clusters Score -6094620 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -6094696.000000 Penalty: 1045.877686
	Iteration 41Q: 3 clusters Score -6094696 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -6094763.000000 Penalty: 1045.877686
	Iteration 42Q: 3 clusters Score -6094763 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6094804.500000 Penalty: 1045.877686
	Iteration 43Q: 3 clusters Score -6094804 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6094866.500000 Penalty: 1045.877686
	Iteration 44Q: 3 clusters Score -6094866 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6094906.000000 Penalty: 1045.877686
	Iteration 45Q: 3 clusters Score -6094906 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -6094948.500000 Penalty: 1045.877686
	Iteration 46Q: 3 clusters Score -6094948 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -6095001.500000 Penalty: 1045.877686
	Iteration 47Q: 3 clusters Score -6095002 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -6095048.000000 Penalty: 1045.877686
	Iteration 48Q: 3 clusters Score -6095048 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -6095100.500000 Penalty: 1045.877686
	Iteration 49Q: 3 clusters Score -6095100 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -6095241.000000 Penalty: 1045.877686
	Iteration 50Q: 3 clusters Score -6095241 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -6095332.500000 Penalty: 1045.877686
	Iteration 51Q: 3 clusters Score -6095332 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -6095480.000000 Penalty: 1045.877686
	Iteration 52Q: 3 clusters Score -6095480 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6095597.000000 Penalty: 1045.877686
	Iteration 53Q: 3 clusters Score -6095597 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -6095730.500000 Penalty: 1045.877686
	Iteration 54Q: 3 clusters Score -6095730 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6095872.000000 Penalty: 1045.877686
	Iteration 55Q: 3 clusters Score -6095872 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -6095965.500000 Penalty: 1045.877686
	Iteration 56Q: 3 clusters Score -6095966 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6096062.500000 Penalty: 1045.877686
	Iteration 57Q: 3 clusters Score -6096062 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79791 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -6096140.500000 Penalty: 1045.877686
	Iteration 58Q: 3 clusters Score -6096140 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -6096220.500000 Penalty: 1045.877686
	Iteration 59Q: 3 clusters Score -6096220 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6096270.500000 Penalty: 1045.877686
	Iteration 60F: 3 clusters Score -6096270 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -6096346.500000 Penalty: 1045.877686
	Iteration 61Q: 3 clusters Score -6096346 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -6096397.500000 Penalty: 1045.877686
	Iteration 62Q: 3 clusters Score -6096398 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6096464.000000 Penalty: 1045.877686
	Iteration 63Q: 3 clusters Score -6096464 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -6096524.500000 Penalty: 1045.877686
	Iteration 64Q: 3 clusters Score -6096524 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -6096524.500000 Penalty: 1045.877686
	Iteration 65Q: 3 clusters Score -6096524 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -6096559.000000 Penalty: 1045.877686
	Iteration 66Q: 3 clusters Score -6096559 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -6096562.000000 Penalty: 1045.877686
	Iteration 67Q: 3 clusters Score -6096562 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6096576 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6096584 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6096591.500000 Penalty: 1045.877686
	Iteration 70Q: 3 clusters Score -6096592 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6096598 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6096606 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6096613 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6096606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6096600 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6096566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6096586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6096557 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -6096568.500000 Penalty: 1045.877686
	Iteration 79Q: 3 clusters Score -6096568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -6096546.000000 Penalty: 1045.877686
	Iteration 80F: 3 clusters Score -6096546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6096552 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -6096527.000000 Penalty: 1045.877686
	Iteration 82Q: 3 clusters Score -6096527 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6096528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -6096508.500000 Penalty: 1045.877686
	Iteration 84Q: 3 clusters Score -6096508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -6096478.000000 Penalty: 1045.877686
	Iteration 85Q: 3 clusters Score -6096478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -6096454.500000 Penalty: 1045.877686
	Iteration 86Q: 3 clusters Score -6096454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6096452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -6096442.000000 Penalty: 1045.877686
	Iteration 88Q: 3 clusters Score -6096442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -6096436.000000 Penalty: 1045.877686
	Iteration 89Q: 3 clusters Score -6096436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -6096432.500000 Penalty: 1045.877686
	Iteration 90Q: 3 clusters Score -6096432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6096427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -6096413.000000 Penalty: 1045.877686
	Iteration 92Q: 3 clusters Score -6096413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6096411.000000 Penalty: 1045.877686
	Iteration 93Q: 3 clusters Score -6096411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -6096409.000000 Penalty: 1045.877686
	Iteration 94Q: 3 clusters Score -6096409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6096414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -6096394.500000 Penalty: 1045.877686
	Iteration 96Q: 3 clusters Score -6096394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -6096386.000000 Penalty: 1045.877686
	Iteration 97Q: 3 clusters Score -6096386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6096378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6096376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -6096371.500000 Penalty: 1045.877686
	Iteration 100F: 3 clusters Score -6096372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6096367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6096368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6096366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -6096363.500000 Penalty: 1045.877686
	Iteration 104Q: 3 clusters Score -6096364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6096374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6096372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -6096358.000000 Penalty: 1045.877686
	Iteration 107Q: 3 clusters Score -6096358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6096359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -6096352.500000 Penalty: 1045.877686
	Iteration 109Q: 3 clusters Score -6096352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6096346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -6096344.000000 Penalty: 1045.877686
	Iteration 111Q: 3 clusters Score -6096344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -6096328.000000 Penalty: 1045.877686
	Iteration 112Q: 3 clusters Score -6096328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6096337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6096348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6096346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -6096342.000000 Penalty: 1045.877686
	Iteration 116Q: 3 clusters Score -6096342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -6096336.000000 Penalty: 1045.877686
	Iteration 117Q: 3 clusters Score -6096336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -6096332.000000 Penalty: 1045.877686
	Iteration 118Q: 3 clusters Score -6096332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -6096339.500000 Penalty: 1045.877686
	Iteration 119Q: 3 clusters Score -6096340 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6096337 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -6096331.000000 Penalty: 1045.877686
	Iteration 121Q: 3 clusters Score -6096331 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -6096319.500000 Penalty: 1045.877686
	Iteration 122Q: 3 clusters Score -6096320 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -6096317.500000 Penalty: 1045.877686
	Iteration 123Q: 3 clusters Score -6096318 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -6096322.000000 Penalty: 1045.877686
	Iteration 124Q: 3 clusters Score -6096322 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6096302.500000 Penalty: 1045.877686
	Iteration 125Q: 3 clusters Score -6096302 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -6096305.000000 Penalty: 1045.877686
	Iteration 126Q: 3 clusters Score -6096305 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -6096307.500000 Penalty: 1045.877686
	Iteration 127Q: 3 clusters Score -6096308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -6096309.500000 Penalty: 1045.877686
	Iteration 128Q: 3 clusters Score -6096310 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -6096316.000000 Penalty: 1045.877686
	Iteration 129Q: 3 clusters Score -6096316 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -6096312.000000 Penalty: 1045.877686
	Iteration 130Q: 3 clusters Score -6096312 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6096312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -6096305.000000 Penalty: 1045.877686
	Iteration 132Q: 3 clusters Score -6096305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -6096309.500000 Penalty: 1045.877686
	Iteration 133Q: 3 clusters Score -6096310 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6096310 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6096310 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -6096302.000000 Penalty: 1045.877686
	Iteration 136Q: 3 clusters Score -6096302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6096309 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -6096301.500000 Penalty: 1045.877686
	Iteration 138Q: 3 clusters Score -6096302 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6096299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -6096296.000000 Penalty: 1045.877686
	Iteration 140F: 3 clusters Score -6096296 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -6096286.000000 Penalty: 1045.877686
	Iteration 141Q: 3 clusters Score -6096286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -6096285.500000 Penalty: 1045.877686
	Iteration 142Q: 3 clusters Score -6096286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6096286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -6096298.000000 Penalty: 1045.877686
	Iteration 144Q: 3 clusters Score -6096298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -6096280.500000 Penalty: 1045.877686
	Iteration 145Q: 3 clusters Score -6096280 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6096280 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6096278 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6096280 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6096287.500000 Penalty: 1045.877686
	Iteration 149Q: 3 clusters Score -6096288 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -6096283.500000 Penalty: 1045.877686
	Iteration 150Q: 3 clusters Score -6096284 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6096286 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6096280 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -6096282.000000 Penalty: 1045.877686
	Iteration 153Q: 3 clusters Score -6096282 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -6096276.500000 Penalty: 1045.877686
	Iteration 154Q: 3 clusters Score -6096276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6096276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -6096274.500000 Penalty: 1045.877686
	Iteration 156Q: 3 clusters Score -6096274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -6096266.000000 Penalty: 1045.877686
	Iteration 157Q: 3 clusters Score -6096266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -6096265.000000 Penalty: 1045.877686
	Iteration 158Q: 3 clusters Score -6096265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6096252.500000 Penalty: 1045.877686
	Iteration 159Q: 3 clusters Score -6096252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -6096252.500000 Penalty: 1045.877686
	Iteration 160F: 3 clusters Score -6096252 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6096244 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6096244 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 10025 members 
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Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 10006 members 
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Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6096278 nChanged 42
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Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6096290 nChanged 38
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Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6096286 nChanged 34
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Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6096276 nChanged 35
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Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6096283 nChanged 33
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Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6096285 nChanged 27
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Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6096286 nChanged 37
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Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6096286 nChanged 40
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Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6096276 nChanged 38
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Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6096273 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88297 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6096276 nChanged 34
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Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6096280 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6096272 nChanged 45
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Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6096276 nChanged 43
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Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6096278 nChanged 35
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Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6096274 nChanged 40
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Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 9654 members 
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	Iteration 185Q: 3 clusters Score -6096280 nChanged 40
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Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 9632 members 
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	Iteration 187Q: 3 clusters Score -6096282 nChanged 39
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Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6096285 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6096274 nChanged 49
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Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6096275 nChanged 42
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Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6096275 nChanged 45
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Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6096276 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88635 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6096278 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88676 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6096282 nChanged 58
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Entering Unmasked Estep 
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Mstep: Class 1 contains 88711 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6096288 nChanged 55
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Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 9313 members 
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	Iteration 199Q: 3 clusters Score -6096285 nChanged 65
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Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6096276 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6096272 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6096272 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6096285 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6096280 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 9112 members 
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	Iteration 205Q: 3 clusters Score -6096273 nChanged 78
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Mstep: Class 1 contains 88985 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6096286 nChanged 73
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Mstep: Class 1 contains 89040 members 
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	Iteration 207Q: 3 clusters Score -6096282 nChanged 60
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Mstep: Class 1 contains 89088 members 
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	Iteration 208Q: 3 clusters Score -6096274 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89135 members 
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	Iteration 209Q: 3 clusters Score -6096274 nChanged 65
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Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6096275 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89232 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6096252 nChanged 60
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	Iteration 212Q: 3 clusters Score -6096236 nChanged 48
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6096232 nChanged 57
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	Iteration 214Q: 3 clusters Score -6096229 nChanged 60
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Mstep: Class 1 contains 89421 members 
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	Iteration 215Q: 3 clusters Score -6096230 nChanged 62
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	Iteration 216Q: 3 clusters Score -6096216 nChanged 63
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	Iteration 217Q: 3 clusters Score -6096219 nChanged 75
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	Iteration 218Q: 3 clusters Score -6096226 nChanged 71
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6096217 nChanged 68
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	Iteration 220F: 3 clusters Score -6096214 nChanged 61
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	Iteration 221Q: 3 clusters Score -6096196 nChanged 61
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	Iteration 222Q: 3 clusters Score -6096198 nChanged 45
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Mstep: Class 1 contains 89827 members 
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	Iteration 223Q: 3 clusters Score -6096188 nChanged 42
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	Iteration 224Q: 3 clusters Score -6096187 nChanged 37
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6096193 nChanged 41
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	Iteration 227Q: 3 clusters Score -6096198 nChanged 48
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	Iteration 228Q: 3 clusters Score -6096191 nChanged 43
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	Iteration 229Q: 3 clusters Score -6096174 nChanged 34
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	Iteration 230Q: 3 clusters Score -6096182 nChanged 41
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	Iteration 231Q: 3 clusters Score -6096183 nChanged 39
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	Iteration 232Q: 3 clusters Score -6096183 nChanged 42
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	Iteration 233Q: 3 clusters Score -6096190 nChanged 43
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	Iteration 234Q: 3 clusters Score -6096178 nChanged 38
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	Iteration 235Q: 3 clusters Score -6096178 nChanged 43
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	Iteration 236Q: 3 clusters Score -6096164 nChanged 43
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	Iteration 239Q: 3 clusters Score -6096184 nChanged 49
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	Iteration 240F: 3 clusters Score -6096176 nChanged 47
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	Iteration 241Q: 3 clusters Score -6096174 nChanged 43
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	Iteration 242Q: 3 clusters Score -6096170 nChanged 34
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	Iteration 243Q: 3 clusters Score -6096172 nChanged 37
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	Iteration 244Q: 3 clusters Score -6096176 nChanged 30
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	Iteration 245Q: 3 clusters Score -6096179 nChanged 32
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	Iteration 246Q: 3 clusters Score -6096190 nChanged 32
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	Iteration 247Q: 3 clusters Score -6096186 nChanged 34
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	Iteration 248Q: 3 clusters Score -6096188 nChanged 24
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	Iteration 249Q: 3 clusters Score -6096194 nChanged 31
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	Iteration 250Q: 3 clusters Score -6096192 nChanged 30
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	Iteration 251Q: 3 clusters Score -6096199 nChanged 38
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	Iteration 252Q: 3 clusters Score -6096188 nChanged 34
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	Iteration 253Q: 3 clusters Score -6096180 nChanged 43
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	Iteration 254Q: 3 clusters Score -6096176 nChanged 46
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Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6096163.500000 Penalty: 1045.877686
	Iteration 255Q: 3 clusters Score -6096164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6096158.500000 Penalty: 1045.877686
	Iteration 256Q: 3 clusters Score -6096158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6096154.000000 Penalty: 1045.877686
	Iteration 257Q: 3 clusters Score -6096154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6096152.500000 Penalty: 1045.877686
	Iteration 258Q: 3 clusters Score -6096152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -6096148.500000 Penalty: 1045.877686
	Iteration 259Q: 3 clusters Score -6096148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -6096153.500000 Penalty: 1045.877686
	Iteration 260F: 3 clusters Score -6096154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -6096149.500000 Penalty: 1045.877686
	Iteration 261Q: 3 clusters Score -6096150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6096152.000000 Penalty: 1045.877686
	Iteration 262Q: 3 clusters Score -6096152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -6096154.500000 Penalty: 1045.877686
	Iteration 263Q: 3 clusters Score -6096154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -6096146.500000 Penalty: 1045.877686
	Iteration 264Q: 3 clusters Score -6096146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -6096151.000000 Penalty: 1045.877686
	Iteration 265Q: 3 clusters Score -6096151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -6096154.000000 Penalty: 1045.877686
	Iteration 266Q: 3 clusters Score -6096154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6096159.500000 Penalty: 1045.877686
	Iteration 267Q: 3 clusters Score -6096160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -6096151.500000 Penalty: 1045.877686
	Iteration 268Q: 3 clusters Score -6096152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -6096168.000000 Penalty: 1045.877686
	Iteration 269Q: 3 clusters Score -6096168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -6096163.500000 Penalty: 1045.877686
	Iteration 270Q: 3 clusters Score -6096164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -6096167.500000 Penalty: 1045.877686
	Iteration 271Q: 3 clusters Score -6096168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6096166.500000 Penalty: 1045.877686
	Iteration 272Q: 3 clusters Score -6096166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -6096174.500000 Penalty: 1045.877686
	Iteration 273Q: 3 clusters Score -6096174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6096172.000000 Penalty: 1045.877686
	Iteration 274Q: 3 clusters Score -6096172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -6096172.000000 Penalty: 1045.877686
	Iteration 275Q: 3 clusters Score -6096172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -6096170.000000 Penalty: 1045.877686
	Iteration 276Q: 3 clusters Score -6096170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -6096170.500000 Penalty: 1045.877686
	Iteration 277Q: 3 clusters Score -6096170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6096166.500000 Penalty: 1045.877686
	Iteration 278Q: 3 clusters Score -6096166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6096166.500000 Penalty: 1045.877686
	Iteration 279F: 3 clusters Score -6096166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Mstep: Class 35 contains 6839 members 
Entering Unmasked Estep 
Score: -53224972.000000 Penalty: 21830.042969
Splitting cluster 14 changes total score from -53214000.000000 to -53224972.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (159471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Entering Unmasked Estep 
Score: -9678925.000000 Penalty: 545.072571
	Iteration 0F: 2 clusters Score -9678925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -9575985.000000 Penalty: 1090.145142
	Iteration 0F: 3 clusters Score -9575985 nChanged 78332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -9623440.000000 Penalty: 1090.145142
	Iteration 1F: 3 clusters Score -9623440 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -9627038.000000 Penalty: 1090.145142
	Iteration 2F: 3 clusters Score -9627038 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -9633302.000000 Penalty: 1090.145142
	Iteration 3F: 3 clusters Score -9633302 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -9643005.000000 Penalty: 1090.145142
	Iteration 4F: 3 clusters Score -9643005 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -9653433.000000 Penalty: 1090.145142
	Iteration 5F: 3 clusters Score -9653433 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -9659033.000000 Penalty: 1090.145142
	Iteration 6F: 3 clusters Score -9659033 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -9660605.000000 Penalty: 1090.145142
	Iteration 7Q: 3 clusters Score -9660605 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -9661103.000000 Penalty: 1090.145142
	Iteration 8Q: 3 clusters Score -9661103 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -9661504.000000 Penalty: 1090.145142
	Iteration 9Q: 3 clusters Score -9661504 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -9661753.000000 Penalty: 1090.145142
	Iteration 10Q: 3 clusters Score -9661753 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -9661971.000000 Penalty: 1090.145142
	Iteration 11Q: 3 clusters Score -9661971 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -9662162.000000 Penalty: 1090.145142
	Iteration 12Q: 3 clusters Score -9662162 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -9662423.000000 Penalty: 1090.145142
	Iteration 13Q: 3 clusters Score -9662423 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -9662683.000000 Penalty: 1090.145142
	Iteration 14Q: 3 clusters Score -9662683 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -9662945.000000 Penalty: 1090.145142
	Iteration 15Q: 3 clusters Score -9662945 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -9663198.000000 Penalty: 1090.145142
	Iteration 16Q: 3 clusters Score -9663198 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -9663428.000000 Penalty: 1090.145142
	Iteration 17Q: 3 clusters Score -9663428 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -9663691.000000 Penalty: 1090.145142
	Iteration 18Q: 3 clusters Score -9663691 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -9663919.000000 Penalty: 1090.145142
	Iteration 19Q: 3 clusters Score -9663919 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -9664095.000000 Penalty: 1090.145142
	Iteration 20F: 3 clusters Score -9664095 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -9664222.000000 Penalty: 1090.145142
	Iteration 21Q: 3 clusters Score -9664222 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -9664363.000000 Penalty: 1090.145142
	Iteration 22Q: 3 clusters Score -9664363 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -9664501.000000 Penalty: 1090.145142
	Iteration 23Q: 3 clusters Score -9664501 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -9664575.000000 Penalty: 1090.145142
	Iteration 24Q: 3 clusters Score -9664575 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -9664748.000000 Penalty: 1090.145142
	Iteration 25Q: 3 clusters Score -9664748 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -9664804.000000 Penalty: 1090.145142
	Iteration 26Q: 3 clusters Score -9664804 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 82888 members 
Entering Unmasked Estep 
Score: -9664885.000000 Penalty: 1090.145142
	Iteration 27Q: 3 clusters Score -9664885 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -9664989.000000 Penalty: 1090.145142
	Iteration 28Q: 3 clusters Score -9664989 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -9665005.000000 Penalty: 1090.145142
	Iteration 29Q: 3 clusters Score -9665005 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -9665120.000000 Penalty: 1090.145142
	Iteration 30Q: 3 clusters Score -9665120 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -9665212.000000 Penalty: 1090.145142
	Iteration 31Q: 3 clusters Score -9665212 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -9665266.000000 Penalty: 1090.145142
	Iteration 32Q: 3 clusters Score -9665266 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -9665243.000000 Penalty: 1090.145142
	Iteration 33Q: 3 clusters Score -9665243 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -9665326.000000 Penalty: 1090.145142
	Iteration 34Q: 3 clusters Score -9665326 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -9665334.000000 Penalty: 1090.145142
	Iteration 35Q: 3 clusters Score -9665334 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -9665382.000000 Penalty: 1090.145142
	Iteration 36Q: 3 clusters Score -9665382 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -9665441.000000 Penalty: 1090.145142
	Iteration 37Q: 3 clusters Score -9665441 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -9665547.000000 Penalty: 1090.145142
	Iteration 38Q: 3 clusters Score -9665547 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -9665571.000000 Penalty: 1090.145142
	Iteration 39Q: 3 clusters Score -9665571 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -9665573.000000 Penalty: 1090.145142
	Iteration 40F: 3 clusters Score -9665573 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -9665503.000000 Penalty: 1090.145142
	Iteration 41Q: 3 clusters Score -9665503 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -9665524.000000 Penalty: 1090.145142
	Iteration 42Q: 3 clusters Score -9665524 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -9665561.000000 Penalty: 1090.145142
	Iteration 43Q: 3 clusters Score -9665561 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -9665575.000000 Penalty: 1090.145142
	Iteration 44Q: 3 clusters Score -9665575 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -9665584.000000 Penalty: 1090.145142
	Iteration 45Q: 3 clusters Score -9665584 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -9665599.000000 Penalty: 1090.145142
	Iteration 46Q: 3 clusters Score -9665599 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -9665651.000000 Penalty: 1090.145142
	Iteration 47Q: 3 clusters Score -9665651 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -9665692.000000 Penalty: 1090.145142
	Iteration 48Q: 3 clusters Score -9665692 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -9665756.000000 Penalty: 1090.145142
	Iteration 49Q: 3 clusters Score -9665756 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -9665821.000000 Penalty: 1090.145142
	Iteration 50Q: 3 clusters Score -9665821 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -9665893.000000 Penalty: 1090.145142
	Iteration 51Q: 3 clusters Score -9665893 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -9665959.000000 Penalty: 1090.145142
	Iteration 52Q: 3 clusters Score -9665959 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -9666027.000000 Penalty: 1090.145142
	Iteration 53Q: 3 clusters Score -9666027 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -9666145.000000 Penalty: 1090.145142
	Iteration 54Q: 3 clusters Score -9666145 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -9666252.000000 Penalty: 1090.145142
	Iteration 55Q: 3 clusters Score -9666252 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -9666379.000000 Penalty: 1090.145142
	Iteration 56Q: 3 clusters Score -9666379 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -9666570.000000 Penalty: 1090.145142
	Iteration 57Q: 3 clusters Score -9666570 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -9666630.000000 Penalty: 1090.145142
	Iteration 58Q: 3 clusters Score -9666630 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -9666759.000000 Penalty: 1090.145142
	Iteration 59Q: 3 clusters Score -9666759 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -9666968.000000 Penalty: 1090.145142
	Iteration 60F: 3 clusters Score -9666968 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -9667165.000000 Penalty: 1090.145142
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	Iteration 140F: 3 clusters Score -9668846 nChanged 5
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	Iteration 152Q: 3 clusters Score -9668823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9668826.000000 Penalty: 1090.145142
	Iteration 153Q: 3 clusters Score -9668826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -9668820.000000 Penalty: 1090.145142
	Iteration 154Q: 3 clusters Score -9668820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 75499 members 
Entering Unmasked Estep 
Score: -9668811.000000 Penalty: 1090.145142
	Iteration 155Q: 3 clusters Score -9668811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9668822 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9668819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9668813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -9668803.000000 Penalty: 1090.145142
	Iteration 159Q: 3 clusters Score -9668803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -9668799.000000 Penalty: 1090.145142
	Iteration 160F: 3 clusters Score -9668799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -9668795.000000 Penalty: 1090.145142
	Iteration 161Q: 3 clusters Score -9668795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -9668793.000000 Penalty: 1090.145142
	Iteration 162Q: 3 clusters Score -9668793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -9668792.000000 Penalty: 1090.145142
	Iteration 163Q: 3 clusters Score -9668792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -9668784.000000 Penalty: 1090.145142
	Iteration 164Q: 3 clusters Score -9668784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -9668788.000000 Penalty: 1090.145142
	Iteration 165Q: 3 clusters Score -9668788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -9668787.000000 Penalty: 1090.145142
	Iteration 166Q: 3 clusters Score -9668787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -9668790.000000 Penalty: 1090.145142
	Iteration 167Q: 3 clusters Score -9668790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -9668784.000000 Penalty: 1090.145142
	Iteration 168Q: 3 clusters Score -9668784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -9668784.000000 Penalty: 1090.145142
	Iteration 169Q: 3 clusters Score -9668784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -9668794.000000 Penalty: 1090.145142
	Iteration 170Q: 3 clusters Score -9668794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -9668786.000000 Penalty: 1090.145142
	Iteration 171Q: 3 clusters Score -9668786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -9668787.000000 Penalty: 1090.145142
	Iteration 172Q: 3 clusters Score -9668787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -9668784.000000 Penalty: 1090.145142
	Iteration 173Q: 3 clusters Score -9668784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -9668783.000000 Penalty: 1090.145142
	Iteration 174Q: 3 clusters Score -9668783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9668786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 75445 members 
Entering Unmasked Estep 
Score: -9668786.000000 Penalty: 1090.145142
	Iteration 176Q: 3 clusters Score -9668786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -9668786.000000 Penalty: 1090.145142
	Iteration 177Q: 3 clusters Score -9668786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -9668790.000000 Penalty: 1090.145142
	Iteration 178Q: 3 clusters Score -9668790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -9668794.000000 Penalty: 1090.145142
	Iteration 179Q: 3 clusters Score -9668794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -9668798.000000 Penalty: 1090.145142
	Iteration 180F: 3 clusters Score -9668798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9668788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9668781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
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	Iteration 183F: 3 clusters Score -9668781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100453 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -6173523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6106802 nChanged 49230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6136156 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6137348 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6139219 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6142153 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -6146331.000000 Penalty: 1048.087524
	Iteration 5F: 3 clusters Score -6146331 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6151567.500000 Penalty: 1048.087524
	Iteration 6F: 3 clusters Score -6151568 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -6156297.000000 Penalty: 1048.087524
	Iteration 7F: 3 clusters Score -6156297 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -6158941.000000 Penalty: 1048.087524
	Iteration 8F: 3 clusters Score -6158941 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -6160229.500000 Penalty: 1048.087524
	Iteration 9Q: 3 clusters Score -6160230 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -6160944.500000 Penalty: 1048.087524
	Iteration 10Q: 3 clusters Score -6160944 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -6161518.000000 Penalty: 1048.087524
	Iteration 11Q: 3 clusters Score -6161518 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -6162017.500000 Penalty: 1048.087524
	Iteration 12Q: 3 clusters Score -6162018 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6162560.000000 Penalty: 1048.087524
	Iteration 13Q: 3 clusters Score -6162560 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6163094.500000 Penalty: 1048.087524
	Iteration 14Q: 3 clusters Score -6163094 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6163682 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6164319 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -6164872.000000 Penalty: 1048.087524
	Iteration 17Q: 3 clusters Score -6164872 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -6165433.500000 Penalty: 1048.087524
	Iteration 18Q: 3 clusters Score -6165434 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -6165981.000000 Penalty: 1048.087524
	Iteration 19Q: 3 clusters Score -6165981 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -6166502.000000 Penalty: 1048.087524
	Iteration 20F: 3 clusters Score -6166502 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -6167030.000000 Penalty: 1048.087524
	Iteration 21Q: 3 clusters Score -6167030 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -6167479.500000 Penalty: 1048.087524
	Iteration 22Q: 3 clusters Score -6167480 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -6167918.000000 Penalty: 1048.087524
	Iteration 23Q: 3 clusters Score -6167918 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -6168365.500000 Penalty: 1048.087524
	Iteration 24Q: 3 clusters Score -6168366 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -6168873.500000 Penalty: 1048.087524
	Iteration 25Q: 3 clusters Score -6168874 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -6169276.000000 Penalty: 1048.087524
	Iteration 26Q: 3 clusters Score -6169276 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -6169699.500000 Penalty: 1048.087524
	Iteration 27Q: 3 clusters Score -6169700 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -6170062.000000 Penalty: 1048.087524
	Iteration 28Q: 3 clusters Score -6170062 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6170436.000000 Penalty: 1048.087524
	Iteration 29Q: 3 clusters Score -6170436 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6170707.000000 Penalty: 1048.087524
	Iteration 30Q: 3 clusters Score -6170707 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6170966.000000 Penalty: 1048.087524
	Iteration 31Q: 3 clusters Score -6170966 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -6171181.000000 Penalty: 1048.087524
	Iteration 32Q: 3 clusters Score -6171181 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6171383.000000 Penalty: 1048.087524
	Iteration 33Q: 3 clusters Score -6171383 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6171558.000000 Penalty: 1048.087524
	Iteration 34Q: 3 clusters Score -6171558 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -6171706.500000 Penalty: 1048.087524
	Iteration 35Q: 3 clusters Score -6171706 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -6171847.500000 Penalty: 1048.087524
	Iteration 36Q: 3 clusters Score -6171848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6171996.500000 Penalty: 1048.087524
	Iteration 37Q: 3 clusters Score -6171996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6172118.500000 Penalty: 1048.087524
	Iteration 38Q: 3 clusters Score -6172118 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96935 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6172197.500000 Penalty: 1048.087524
	Iteration 39Q: 3 clusters Score -6172198 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6172266.000000 Penalty: 1048.087524
	Iteration 40F: 3 clusters Score -6172266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6172341.500000 Penalty: 1048.087524
	Iteration 41Q: 3 clusters Score -6172342 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6172419.500000 Penalty: 1048.087524
	Iteration 42Q: 3 clusters Score -6172420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6172481.000000 Penalty: 1048.087524
	Iteration 43Q: 3 clusters Score -6172481 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6172521.500000 Penalty: 1048.087524
	Iteration 44Q: 3 clusters Score -6172522 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6172562.500000 Penalty: 1048.087524
	Iteration 45Q: 3 clusters Score -6172562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97939 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6172608.500000 Penalty: 1048.087524
	Iteration 46Q: 3 clusters Score -6172608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6172662.000000 Penalty: 1048.087524
	Iteration 47Q: 3 clusters Score -6172662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6172688.500000 Penalty: 1048.087524
	Iteration 48Q: 3 clusters Score -6172688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6172723.000000 Penalty: 1048.087524
	Iteration 49Q: 3 clusters Score -6172723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6172738.000000 Penalty: 1048.087524
	Iteration 50Q: 3 clusters Score -6172738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6172751.500000 Penalty: 1048.087524
	Iteration 51Q: 3 clusters Score -6172752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6172797.000000 Penalty: 1048.087524
	Iteration 52Q: 3 clusters Score -6172797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6172823.000000 Penalty: 1048.087524
	Iteration 53Q: 3 clusters Score -6172823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6172852.500000 Penalty: 1048.087524
	Iteration 54Q: 3 clusters Score -6172852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6172881.000000 Penalty: 1048.087524
	Iteration 55Q: 3 clusters Score -6172881 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6172902.000000 Penalty: 1048.087524
	Iteration 56Q: 3 clusters Score -6172902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6172923.500000 Penalty: 1048.087524
	Iteration 57Q: 3 clusters Score -6172924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6172926.000000 Penalty: 1048.087524
	Iteration 58Q: 3 clusters Score -6172926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6172948.000000 Penalty: 1048.087524
	Iteration 59Q: 3 clusters Score -6172948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6172982.000000 Penalty: 1048.087524
	Iteration 60F: 3 clusters Score -6172982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6172991.500000 Penalty: 1048.087524
	Iteration 61Q: 3 clusters Score -6172992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99038 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6173011.500000 Penalty: 1048.087524
	Iteration 62Q: 3 clusters Score -6173012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6173019.000000 Penalty: 1048.087524
	Iteration 63Q: 3 clusters Score -6173019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6173027.000000 Penalty: 1048.087524
	Iteration 64Q: 3 clusters Score -6173027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6173034.500000 Penalty: 1048.087524
	Iteration 65Q: 3 clusters Score -6173034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6173038.000000 Penalty: 1048.087524
	Iteration 66Q: 3 clusters Score -6173038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6173051.500000 Penalty: 1048.087524
	Iteration 67Q: 3 clusters Score -6173052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6173060.000000 Penalty: 1048.087524
	Iteration 68Q: 3 clusters Score -6173060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6173081.500000 Penalty: 1048.087524
	Iteration 69Q: 3 clusters Score -6173082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6173100.500000 Penalty: 1048.087524
	Iteration 70Q: 3 clusters Score -6173100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6173127.000000 Penalty: 1048.087524
	Iteration 71Q: 3 clusters Score -6173127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6173123.000000 Penalty: 1048.087524
	Iteration 72Q: 3 clusters Score -6173123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6173125.500000 Penalty: 1048.087524
	Iteration 73Q: 3 clusters Score -6173126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6173133.000000 Penalty: 1048.087524
	Iteration 74Q: 3 clusters Score -6173133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6173138.500000 Penalty: 1048.087524
	Iteration 75Q: 3 clusters Score -6173138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6173150.000000 Penalty: 1048.087524
	Iteration 76Q: 3 clusters Score -6173150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6173157.000000 Penalty: 1048.087524
	Iteration 77Q: 3 clusters Score -6173157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6173168.000000 Penalty: 1048.087524
	Iteration 78Q: 3 clusters Score -6173168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6173169.500000 Penalty: 1048.087524
	Iteration 79Q: 3 clusters Score -6173170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99382 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6173165.500000 Penalty: 1048.087524
	Iteration 80F: 3 clusters Score -6173166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6173169.000000 Penalty: 1048.087524
	Iteration 81Q: 3 clusters Score -6173169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6173167.500000 Penalty: 1048.087524
	Iteration 82Q: 3 clusters Score -6173168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6173172.500000 Penalty: 1048.087524
	Iteration 83Q: 3 clusters Score -6173172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6173174.000000 Penalty: 1048.087524
	Iteration 84Q: 3 clusters Score -6173174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6173173.500000 Penalty: 1048.087524
	Iteration 85Q: 3 clusters Score -6173174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6173176.500000 Penalty: 1048.087524
	Iteration 86Q: 3 clusters Score -6173176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6173174.500000 Penalty: 1048.087524
	Iteration 87Q: 3 clusters Score -6173174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6173176.500000 Penalty: 1048.087524
	Iteration 88Q: 3 clusters Score -6173176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6173177.500000 Penalty: 1048.087524
	Iteration 89Q: 3 clusters Score -6173178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6173172.500000 Penalty: 1048.087524
	Iteration 90Q: 3 clusters Score -6173172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6173172.500000 Penalty: 1048.087524
	Iteration 91F: 3 clusters Score -6173172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -107794.664062 Penalty: 339.765381
	Iteration 0F: 2 clusters Score -107794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -106573.140625 Penalty: 679.530762
	Iteration 0F: 3 clusters Score -106573.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107943.187500 Penalty: 679.530762
	Iteration 1F: 3 clusters Score -107943.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -108824.328125 Penalty: 679.530762
	Iteration 2F: 3 clusters Score -108824.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -109212.148438 Penalty: 679.530762
	Iteration 3F: 3 clusters Score -109212.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -109346.742188 Penalty: 679.530762
	Iteration 4Q: 3 clusters Score -109346.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -109395.164062 Penalty: 679.530762
	Iteration 5Q: 3 clusters Score -109395.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109416.250000 Penalty: 679.530762
	Iteration 6Q: 3 clusters Score -109416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -109435.296875 Penalty: 679.530762
	Iteration 7Q: 3 clusters Score -109435.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -109455.593750 Penalty: 679.530762
	Iteration 8Q: 3 clusters Score -109455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -109489.171875 Penalty: 679.530762
	Iteration 9Q: 3 clusters Score -109489.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -109531.070312 Penalty: 679.530762
	Iteration 10Q: 3 clusters Score -109531.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109545.335938 Penalty: 679.530762
	Iteration 11Q: 3 clusters Score -109545.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109549.968750 Penalty: 679.530762
	Iteration 12Q: 3 clusters Score -109550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -109551.843750 Penalty: 679.530762
	Iteration 13Q: 3 clusters Score -109551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109550.742188 Penalty: 679.530762
	Iteration 14Q: 3 clusters Score -109550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109550.742188 Penalty: 679.530762
	Iteration 15F: 3 clusters Score -109550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Mstep: Class 35 contains 6839 members 
Mstep: Class 36 contains 1086 members 
Entering Unmasked Estep 
Score: -53226320.000000 Penalty: 22453.759766
Splitting cluster 17 changes total score from -53214000.000000 to -53226320.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -125393.125000 Penalty: 345.406769
	Iteration 0F: 2 clusters Score -125393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -123946.421875 Penalty: 690.813538
	Iteration 0F: 3 clusters Score -123946.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -124640.281250 Penalty: 690.813538
	Iteration 1F: 3 clusters Score -124640.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -124996.320312 Penalty: 690.813538
	Iteration 2F: 3 clusters Score -124996.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125319.351562 Penalty: 690.813538
	Iteration 3F: 3 clusters Score -125319.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125552.226562 Penalty: 690.813538
	Iteration 4F: 3 clusters Score -125552.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125759.671875 Penalty: 690.813538
	Iteration 5F: 3 clusters Score -125759.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125840.007812 Penalty: 690.813538
	Iteration 6Q: 3 clusters Score -125840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -125858.679688 Penalty: 690.813538
	Iteration 7Q: 3 clusters Score -125858.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125866.945312 Penalty: 690.813538
	Iteration 8Q: 3 clusters Score -125866.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125869.898438 Penalty: 690.813538
	Iteration 9Q: 3 clusters Score -125869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125873.695312 Penalty: 690.813538
	Iteration 10Q: 3 clusters Score -125873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -125876.593750 Penalty: 690.813538
	Iteration 11Q: 3 clusters Score -125876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125877.578125 Penalty: 690.813538
	Iteration 12Q: 3 clusters Score -125877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125877.242188 Penalty: 690.813538
	Iteration 13Q: 3 clusters Score -125877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -125881.304688 Penalty: 690.813538
	Iteration 14Q: 3 clusters Score -125881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -125889.140625 Penalty: 690.813538
	Iteration 15Q: 3 clusters Score -125889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125893.765625 Penalty: 690.813538
	Iteration 16Q: 3 clusters Score -125893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -125894.734375 Penalty: 690.813538
	Iteration 17Q: 3 clusters Score -125894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125895.015625 Penalty: 690.813538
	Iteration 18Q: 3 clusters Score -125895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125895.015625 Penalty: 690.813538
	Iteration 19F: 3 clusters Score -125895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Mstep: Class 35 contains 6839 members 
Mstep: Class 36 contains 1086 members 
Mstep: Class 37 contains 398 members 
Entering Unmasked Estep 
Score: -53226464.000000 Penalty: 23077.474609
Splitting cluster 18 changes total score from -53214000.000000 to -53226464.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -260975.859375 Penalty: 381.726227
	Iteration 0F: 2 clusters Score -260975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -257986.703125 Penalty: 763.452454
	Iteration 0F: 3 clusters Score -257986.7 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -259289.125000 Penalty: 763.452454
	Iteration 1F: 3 clusters Score -259289.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -259691.796875 Penalty: 763.452454
	Iteration 2F: 3 clusters Score -259691.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -260073.515625 Penalty: 763.452454
	Iteration 3F: 3 clusters Score -260073.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -260321.546875 Penalty: 763.452454
	Iteration 4F: 3 clusters Score -260321.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -260491.734375 Penalty: 763.452454
	Iteration 5F: 3 clusters Score -260491.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -260592.609375 Penalty: 763.452454
	Iteration 6Q: 3 clusters Score -260592.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -260641.687500 Penalty: 763.452454
	Iteration 7Q: 3 clusters Score -260641.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -260680.171875 Penalty: 763.452454
	Iteration 8Q: 3 clusters Score -260680.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -260719.421875 Penalty: 763.452454
	Iteration 9Q: 3 clusters Score -260719.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -260748.859375 Penalty: 763.452454
	Iteration 10Q: 3 clusters Score -260748.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -260779.640625 Penalty: 763.452454
	Iteration 11Q: 3 clusters Score -260779.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -260801.828125 Penalty: 763.452454
	Iteration 12Q: 3 clusters Score -260801.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -260820.609375 Penalty: 763.452454
	Iteration 13Q: 3 clusters Score -260820.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -260844.531250 Penalty: 763.452454
	Iteration 14Q: 3 clusters Score -260844.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -260874.406250 Penalty: 763.452454
	Iteration 15Q: 3 clusters Score -260874.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -260890.015625 Penalty: 763.452454
	Iteration 16Q: 3 clusters Score -260890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -260896.109375 Penalty: 763.452454
	Iteration 17Q: 3 clusters Score -260896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -260903.234375 Penalty: 763.452454
	Iteration 18Q: 3 clusters Score -260903.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -260909.406250 Penalty: 763.452454
	Iteration 19Q: 3 clusters Score -260909.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -260916.640625 Penalty: 763.452454
	Iteration 20F: 3 clusters Score -260916.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -260920.781250 Penalty: 763.452454
	Iteration 21Q: 3 clusters Score -260920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -260923.765625 Penalty: 763.452454
	Iteration 22Q: 3 clusters Score -260923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -260928.390625 Penalty: 763.452454
	Iteration 23Q: 3 clusters Score -260928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -260929.046875 Penalty: 763.452454
	Iteration 24Q: 3 clusters Score -260929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -260929.046875 Penalty: 763.452454
	Iteration 25F: 3 clusters Score -260929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Entering Unmasked Estep 
Score: -5471500.000000 Penalty: 518.013428
	Iteration 0F: 2 clusters Score -5471500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -5413564.500000 Penalty: 1036.026855
	Iteration 0F: 3 clusters Score -5413564 nChanged 43108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -5439614.000000 Penalty: 1036.026855
	Iteration 1F: 3 clusters Score -5439614 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -5440938.000000 Penalty: 1036.026855
	Iteration 2Q: 3 clusters Score -5440938 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -5443206.000000 Penalty: 1036.026855
	Iteration 3F: 3 clusters Score -5443206 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -5447127.000000 Penalty: 1036.026855
	Iteration 4F: 3 clusters Score -5447127 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -5452798.500000 Penalty: 1036.026855
	Iteration 5F: 3 clusters Score -5452798 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -5459171.500000 Penalty: 1036.026855
	Iteration 6F: 3 clusters Score -5459172 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -5464377.000000 Penalty: 1036.026855
	Iteration 7F: 3 clusters Score -5464377 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -5467282.000000 Penalty: 1036.026855
	Iteration 8Q: 3 clusters Score -5467282 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -5468803.000000 Penalty: 1036.026855
	Iteration 9Q: 3 clusters Score -5468803 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -5469722.000000 Penalty: 1036.026855
	Iteration 10Q: 3 clusters Score -5469722 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -5470266.500000 Penalty: 1036.026855
	Iteration 11Q: 3 clusters Score -5470266 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -5470600.500000 Penalty: 1036.026855
	Iteration 12Q: 3 clusters Score -5470600 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -5470787.000000 Penalty: 1036.026855
	Iteration 13Q: 3 clusters Score -5470787 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -5470926.000000 Penalty: 1036.026855
	Iteration 14Q: 3 clusters Score -5470926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -5471001.000000 Penalty: 1036.026855
	Iteration 15Q: 3 clusters Score -5471001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -5471066.000000 Penalty: 1036.026855
	Iteration 16Q: 3 clusters Score -5471066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -5471093.500000 Penalty: 1036.026855
	Iteration 17Q: 3 clusters Score -5471094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -5471113.500000 Penalty: 1036.026855
	Iteration 18Q: 3 clusters Score -5471114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -5471127.500000 Penalty: 1036.026855
	Iteration 19Q: 3 clusters Score -5471128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -5471141.000000 Penalty: 1036.026855
	Iteration 20F: 3 clusters Score -5471141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -5471146.500000 Penalty: 1036.026855
	Iteration 21Q: 3 clusters Score -5471146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -5471148.500000 Penalty: 1036.026855
	Iteration 22Q: 3 clusters Score -5471148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -5471158.000000 Penalty: 1036.026855
	Iteration 23Q: 3 clusters Score -5471158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -5471161.000000 Penalty: 1036.026855
	Iteration 24Q: 3 clusters Score -5471161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -5471171.500000 Penalty: 1036.026855
	Iteration 25Q: 3 clusters Score -5471172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -5471171.000000 Penalty: 1036.026855
	Iteration 26Q: 3 clusters Score -5471171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -5471183.000000 Penalty: 1036.026855
	Iteration 27Q: 3 clusters Score -5471183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -5471189.000000 Penalty: 1036.026855
	Iteration 28Q: 3 clusters Score -5471189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -5471190.500000 Penalty: 1036.026855
	Iteration 29Q: 3 clusters Score -5471190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -5471190.000000 Penalty: 1036.026855
	Iteration 30Q: 3 clusters Score -5471190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -5471190.000000 Penalty: 1036.026855
	Iteration 31Q: 3 clusters Score -5471190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -5471189.500000 Penalty: 1036.026855
	Iteration 32Q: 3 clusters Score -5471190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -5471194.000000 Penalty: 1036.026855
	Iteration 33Q: 3 clusters Score -5471194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -5471199.000000 Penalty: 1036.026855
	Iteration 34Q: 3 clusters Score -5471199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -5471192.000000 Penalty: 1036.026855
	Iteration 35Q: 3 clusters Score -5471192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -5471191.500000 Penalty: 1036.026855
	Iteration 36Q: 3 clusters Score -5471192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -5471193.000000 Penalty: 1036.026855
	Iteration 37Q: 3 clusters Score -5471193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -5471192.500000 Penalty: 1036.026855
	Iteration 38Q: 3 clusters Score -5471192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -5471193.500000 Penalty: 1036.026855
	Iteration 39Q: 3 clusters Score -5471194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -5471189.500000 Penalty: 1036.026855
	Iteration 40F: 3 clusters Score -5471190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -5471191.000000 Penalty: 1036.026855
	Iteration 41Q: 3 clusters Score -5471191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -5471189.000000 Penalty: 1036.026855
	Iteration 42Q: 3 clusters Score -5471189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -5471190.500000 Penalty: 1036.026855
	Iteration 43Q: 3 clusters Score -5471190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -5471190.500000 Penalty: 1036.026855
	Iteration 44F: 3 clusters Score -5471190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -33468.363281 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -33468.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32918.179688 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -32918.18 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33356.722656 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -33356.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33596.539062 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -33596.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33732.218750 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -33732.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33850.753906 Penalty: 585.689697
	Iteration 4F: 3 clusters Score -33850.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33873.289062 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -33873.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33882.164062 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -33882.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33883.664062 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -33883.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33884.546875 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -33884.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33887.476562 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -33887.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33887.476562 Penalty: 585.689697
	Iteration 10F: 3 clusters Score -33887.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Mstep: Class 35 contains 6839 members 
Mstep: Class 36 contains 1086 members 
Mstep: Class 37 contains 398 members 
Mstep: Class 38 contains 262 members 
Entering Unmasked Estep 
Score: -53226588.000000 Penalty: 23701.189453
Splitting cluster 21 changes total score from -53214000.000000 to -53226588.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (9541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Entering Unmasked Estep 
Score: -600133.750000 Penalty: 416.932617
	Iteration 0F: 2 clusters Score -600133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -593754.750000 Penalty: 833.865234
	Iteration 0F: 3 clusters Score -593754.8 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -596499.125000 Penalty: 833.865234
	Iteration 1F: 3 clusters Score -596499.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -597070.625000 Penalty: 833.865234
	Iteration 2F: 3 clusters Score -597070.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -597783.062500 Penalty: 833.865234
	Iteration 3F: 3 clusters Score -597783.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -598497.562500 Penalty: 833.865234
	Iteration 4F: 3 clusters Score -598497.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -598950.437500 Penalty: 833.865234
	Iteration 5F: 3 clusters Score -598950.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -599083.687500 Penalty: 833.865234
	Iteration 6Q: 3 clusters Score -599083.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -599137.375000 Penalty: 833.865234
	Iteration 7Q: 3 clusters Score -599137.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -599175.250000 Penalty: 833.865234
	Iteration 8Q: 3 clusters Score -599175.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -599208.000000 Penalty: 833.865234
	Iteration 9Q: 3 clusters Score -599208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -599243.500000 Penalty: 833.865234
	Iteration 10Q: 3 clusters Score -599243.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -599274.812500 Penalty: 833.865234
	Iteration 11Q: 3 clusters Score -599274.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -599298.312500 Penalty: 833.865234
	Iteration 12Q: 3 clusters Score -599298.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -599318.875000 Penalty: 833.865234
	Iteration 13Q: 3 clusters Score -599318.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -599337.812500 Penalty: 833.865234
	Iteration 14Q: 3 clusters Score -599337.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -599357.812500 Penalty: 833.865234
	Iteration 15Q: 3 clusters Score -599357.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -599374.687500 Penalty: 833.865234
	Iteration 16Q: 3 clusters Score -599374.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -599391.375000 Penalty: 833.865234
	Iteration 17Q: 3 clusters Score -599391.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -599416.687500 Penalty: 833.865234
	Iteration 18Q: 3 clusters Score -599416.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -599442.687500 Penalty: 833.865234
	Iteration 19Q: 3 clusters Score -599442.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -599460.312500 Penalty: 833.865234
	Iteration 20F: 3 clusters Score -599460.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -599483.437500 Penalty: 833.865234
	Iteration 21Q: 3 clusters Score -599483.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -599499.062500 Penalty: 833.865234
	Iteration 22Q: 3 clusters Score -599499.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -599520.125000 Penalty: 833.865234
	Iteration 23Q: 3 clusters Score -599520.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -599534.625000 Penalty: 833.865234
	Iteration 24Q: 3 clusters Score -599534.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -599544.562500 Penalty: 833.865234
	Iteration 25Q: 3 clusters Score -599544.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -599556.000000 Penalty: 833.865234
	Iteration 26Q: 3 clusters Score -599556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -599563.687500 Penalty: 833.865234
	Iteration 27Q: 3 clusters Score -599563.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -599575.125000 Penalty: 833.865234
	Iteration 28Q: 3 clusters Score -599575.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -599583.500000 Penalty: 833.865234
	Iteration 29Q: 3 clusters Score -599583.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -599594.937500 Penalty: 833.865234
	Iteration 30Q: 3 clusters Score -599594.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -599602.500000 Penalty: 833.865234
	Iteration 31Q: 3 clusters Score -599602.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -599609.062500 Penalty: 833.865234
	Iteration 32Q: 3 clusters Score -599609.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -599614.875000 Penalty: 833.865234
	Iteration 33Q: 3 clusters Score -599614.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -599617.187500 Penalty: 833.865234
	Iteration 34Q: 3 clusters Score -599617.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -599623.250000 Penalty: 833.865234
	Iteration 35Q: 3 clusters Score -599623.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -599630.937500 Penalty: 833.865234
	Iteration 36Q: 3 clusters Score -599630.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -599641.000000 Penalty: 833.865234
	Iteration 37Q: 3 clusters Score -599641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -599644.000000 Penalty: 833.865234
	Iteration 38Q: 3 clusters Score -599644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -599648.312500 Penalty: 833.865234
	Iteration 39Q: 3 clusters Score -599648.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -599653.875000 Penalty: 833.865234
	Iteration 40F: 3 clusters Score -599653.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -599659.875000 Penalty: 833.865234
	Iteration 41Q: 3 clusters Score -599659.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -599663.062500 Penalty: 833.865234
	Iteration 42Q: 3 clusters Score -599663.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -599666.562500 Penalty: 833.865234
	Iteration 43Q: 3 clusters Score -599666.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -599669.250000 Penalty: 833.865234
	Iteration 44Q: 3 clusters Score -599669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -599671.375000 Penalty: 833.865234
	Iteration 45Q: 3 clusters Score -599671.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -599672.062500 Penalty: 833.865234
	Iteration 46Q: 3 clusters Score -599672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -599673.687500 Penalty: 833.865234
	Iteration 47Q: 3 clusters Score -599673.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -599674.875000 Penalty: 833.865234
	Iteration 48Q: 3 clusters Score -599674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -599678.375000 Penalty: 833.865234
	Iteration 49Q: 3 clusters Score -599678.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -599679.562500 Penalty: 833.865234
	Iteration 50Q: 3 clusters Score -599679.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -599681.687500 Penalty: 833.865234
	Iteration 51Q: 3 clusters Score -599681.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -599686.187500 Penalty: 833.865234
	Iteration 52Q: 3 clusters Score -599686.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -599689.062500 Penalty: 833.865234
	Iteration 53Q: 3 clusters Score -599689.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -599690.000000 Penalty: 833.865234
	Iteration 54Q: 3 clusters Score -599690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -599693.500000 Penalty: 833.865234
	Iteration 55Q: 3 clusters Score -599693.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -599697.000000 Penalty: 833.865234
	Iteration 56Q: 3 clusters Score -599697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -599701.062500 Penalty: 833.865234
	Iteration 57Q: 3 clusters Score -599701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -599705.250000 Penalty: 833.865234
	Iteration 58Q: 3 clusters Score -599705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -599708.187500 Penalty: 833.865234
	Iteration 59Q: 3 clusters Score -599708.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -599710.187500 Penalty: 833.865234
	Iteration 60F: 3 clusters Score -599710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -599713.687500 Penalty: 833.865234
	Iteration 61Q: 3 clusters Score -599713.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -599714.250000 Penalty: 833.865234
	Iteration 62Q: 3 clusters Score -599714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -599716.062500 Penalty: 833.865234
	Iteration 63Q: 3 clusters Score -599716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -599716.562500 Penalty: 833.865234
	Iteration 64Q: 3 clusters Score -599716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -599717.562500 Penalty: 833.865234
	Iteration 65Q: 3 clusters Score -599717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -599720.812500 Penalty: 833.865234
	Iteration 66Q: 3 clusters Score -599720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -599725.375000 Penalty: 833.865234
	Iteration 67Q: 3 clusters Score -599725.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -599725.750000 Penalty: 833.865234
	Iteration 68Q: 3 clusters Score -599725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -599727.000000 Penalty: 833.865234
	Iteration 69Q: 3 clusters Score -599727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -599730.500000 Penalty: 833.865234
	Iteration 70Q: 3 clusters Score -599730.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -599732.312500 Penalty: 833.865234
	Iteration 71Q: 3 clusters Score -599732.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -599734.562500 Penalty: 833.865234
	Iteration 72Q: 3 clusters Score -599734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -599734.125000 Penalty: 833.865234
	Iteration 73Q: 3 clusters Score -599734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -599735.937500 Penalty: 833.865234
	Iteration 74Q: 3 clusters Score -599735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -599736.625000 Penalty: 833.865234
	Iteration 75Q: 3 clusters Score -599736.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -599738.812500 Penalty: 833.865234
	Iteration 76Q: 3 clusters Score -599738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -599740.562500 Penalty: 833.865234
	Iteration 77Q: 3 clusters Score -599740.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -599740.750000 Penalty: 833.865234
	Iteration 78Q: 3 clusters Score -599740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -599741.250000 Penalty: 833.865234
	Iteration 79Q: 3 clusters Score -599741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -599742.187500 Penalty: 833.865234
	Iteration 80F: 3 clusters Score -599742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -599743.125000 Penalty: 833.865234
	Iteration 81Q: 3 clusters Score -599743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -599745.062500 Penalty: 833.865234
	Iteration 82Q: 3 clusters Score -599745.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -599746.437500 Penalty: 833.865234
	Iteration 83Q: 3 clusters Score -599746.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -599747.437500 Penalty: 833.865234
	Iteration 84Q: 3 clusters Score -599747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -599750.500000 Penalty: 833.865234
	Iteration 85Q: 3 clusters Score -599750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -599754.187500 Penalty: 833.865234
	Iteration 86Q: 3 clusters Score -599754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -599760.250000 Penalty: 833.865234
	Iteration 87Q: 3 clusters Score -599760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -599760.250000 Penalty: 833.865234
	Iteration 88Q: 3 clusters Score -599760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -599761.312500 Penalty: 833.865234
	Iteration 89Q: 3 clusters Score -599761.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -599762.750000 Penalty: 833.865234
	Iteration 90Q: 3 clusters Score -599762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -599763.062500 Penalty: 833.865234
	Iteration 91Q: 3 clusters Score -599763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -599763.187500 Penalty: 833.865234
	Iteration 92Q: 3 clusters Score -599763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -599765.062500 Penalty: 833.865234
	Iteration 93Q: 3 clusters Score -599765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -599766.125000 Penalty: 833.865234
	Iteration 94Q: 3 clusters Score -599766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -599766.750000 Penalty: 833.865234
	Iteration 95Q: 3 clusters Score -599766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -599766.812500 Penalty: 833.865234
	Iteration 96Q: 3 clusters Score -599766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -599766.750000 Penalty: 833.865234
	Iteration 97Q: 3 clusters Score -599766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -599766.750000 Penalty: 833.865234
	Iteration 98F: 3 clusters Score -599766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -69956.984375 Penalty: 319.255737
	Iteration 0F: 2 clusters Score -69956.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -69117.359375 Penalty: 638.511475
	Iteration 0F: 3 clusters Score -69117.36 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69615.804688 Penalty: 638.511475
	Iteration 1F: 3 clusters Score -69615.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -69781.289062 Penalty: 638.511475
	Iteration 2F: 3 clusters Score -69781.29 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69867.664062 Penalty: 638.511475
	Iteration 3F: 3 clusters Score -69867.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69904.648438 Penalty: 638.511475
	Iteration 4Q: 3 clusters Score -69904.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69927.453125 Penalty: 638.511475
	Iteration 5Q: 3 clusters Score -69927.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69941.781250 Penalty: 638.511475
	Iteration 6Q: 3 clusters Score -69941.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69950.484375 Penalty: 638.511475
	Iteration 7Q: 3 clusters Score -69950.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -69954.226562 Penalty: 638.511475
	Iteration 8Q: 3 clusters Score -69954.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -69956.304688 Penalty: 638.511475
	Iteration 9Q: 3 clusters Score -69956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -69957.695312 Penalty: 638.511475
	Iteration 10Q: 3 clusters Score -69957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69957.937500 Penalty: 638.511475
	Iteration 11Q: 3 clusters Score -69957.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69958.070312 Penalty: 638.511475
	Iteration 12Q: 3 clusters Score -69958.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -69958.492188 Penalty: 638.511475
	Iteration 13Q: 3 clusters Score -69958.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69958.937500 Penalty: 638.511475
	Iteration 14Q: 3 clusters Score -69958.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69959.210938 Penalty: 638.511475
	Iteration 15Q: 3 clusters Score -69959.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69959.445312 Penalty: 638.511475
	Iteration 16Q: 3 clusters Score -69959.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69960.125000 Penalty: 638.511475
	Iteration 17Q: 3 clusters Score -69960.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69960.656250 Penalty: 638.511475
	Iteration 18Q: 3 clusters Score -69960.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69960.687500 Penalty: 638.511475
	Iteration 19Q: 3 clusters Score -69960.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69960.687500 Penalty: 638.511475
	Iteration 20F: 3 clusters Score -69960.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 2631 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Mstep: Class 35 contains 6839 members 
Mstep: Class 36 contains 1086 members 
Mstep: Class 37 contains 398 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 506 members 
Entering Unmasked Estep 
Score: -53226200.000000 Penalty: 24324.906250
Splitting cluster 23 changes total score from -53214000.000000 to -53226200.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -160052.859375 Penalty: 358.317932
	Iteration 0F: 2 clusters Score -160052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -158252.250000 Penalty: 716.635864
	Iteration 0F: 3 clusters Score -158252.2 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -159274.812500 Penalty: 716.635864
	Iteration 1F: 3 clusters Score -159274.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -159650.140625 Penalty: 716.635864
	Iteration 2F: 3 clusters Score -159650.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -159874.546875 Penalty: 716.635864
	Iteration 3F: 3 clusters Score -159874.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160030.656250 Penalty: 716.635864
	Iteration 4F: 3 clusters Score -160030.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -160157.765625 Penalty: 716.635864
	Iteration 5Q: 3 clusters Score -160157.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -160338.296875 Penalty: 716.635864
	Iteration 6Q: 3 clusters Score -160338.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -160562.984375 Penalty: 716.635864
	Iteration 7Q: 3 clusters Score -160563 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -160694.671875 Penalty: 716.635864
	Iteration 8Q: 3 clusters Score -160694.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -160871.578125 Penalty: 716.635864
	Iteration 9Q: 3 clusters Score -160871.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -160965.625000 Penalty: 716.635864
	Iteration 10Q: 3 clusters Score -160965.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -160980.218750 Penalty: 716.635864
	Iteration 11Q: 3 clusters Score -160980.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -160990.437500 Penalty: 716.635864
	Iteration 12Q: 3 clusters Score -160990.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -160993.296875 Penalty: 716.635864
	Iteration 13Q: 3 clusters Score -160993.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -160995.484375 Penalty: 716.635864
	Iteration 14Q: 3 clusters Score -160995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -160997.203125 Penalty: 716.635864
	Iteration 15Q: 3 clusters Score -160997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -161003.562500 Penalty: 716.635864
	Iteration 16Q: 3 clusters Score -161003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161002.796875 Penalty: 716.635864
	Iteration 17Q: 3 clusters Score -161002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -161007.343750 Penalty: 716.635864
	Iteration 18Q: 3 clusters Score -161007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161007.906250 Penalty: 716.635864
	Iteration 19Q: 3 clusters Score -161007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161008.703125 Penalty: 716.635864
	Iteration 20F: 3 clusters Score -161008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -161004.937500 Penalty: 716.635864
	Iteration 21Q: 3 clusters Score -161004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -161010.578125 Penalty: 716.635864
	Iteration 22Q: 3 clusters Score -161010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -161010.015625 Penalty: 716.635864
	Iteration 23Q: 3 clusters Score -161010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161009.437500 Penalty: 716.635864
	Iteration 24Q: 3 clusters Score -161009.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161010.203125 Penalty: 716.635864
	Iteration 25Q: 3 clusters Score -161010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -161014.078125 Penalty: 716.635864
	Iteration 26Q: 3 clusters Score -161014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161014.984375 Penalty: 716.635864
	Iteration 27Q: 3 clusters Score -161015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -161015.781250 Penalty: 716.635864
	Iteration 28Q: 3 clusters Score -161015.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161019.171875 Penalty: 716.635864
	Iteration 29Q: 3 clusters Score -161019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -161014.796875 Penalty: 716.635864
	Iteration 30Q: 3 clusters Score -161014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161015.968750 Penalty: 716.635864
	Iteration 31Q: 3 clusters Score -161016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161020.921875 Penalty: 716.635864
	Iteration 32Q: 3 clusters Score -161020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -161023.734375 Penalty: 716.635864
	Iteration 33Q: 3 clusters Score -161023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -161024.468750 Penalty: 716.635864
	Iteration 34Q: 3 clusters Score -161024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -161021.687500 Penalty: 716.635864
	Iteration 35Q: 3 clusters Score -161021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -161022.515625 Penalty: 716.635864
	Iteration 36Q: 3 clusters Score -161022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -161018.781250 Penalty: 716.635864
	Iteration 37Q: 3 clusters Score -161018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -161021.812500 Penalty: 716.635864
	Iteration 38Q: 3 clusters Score -161021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161021.234375 Penalty: 716.635864
	Iteration 39Q: 3 clusters Score -161021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161022.937500 Penalty: 716.635864
	Iteration 40F: 3 clusters Score -161022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -161023.968750 Penalty: 716.635864
	Iteration 41Q: 3 clusters Score -161024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161024.015625 Penalty: 716.635864
	Iteration 42Q: 3 clusters Score -161024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161025.296875 Penalty: 716.635864
	Iteration 43Q: 3 clusters Score -161025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161024.968750 Penalty: 716.635864
	Iteration 44Q: 3 clusters Score -161025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161023.531250 Penalty: 716.635864
	Iteration 45Q: 3 clusters Score -161023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161020.625000 Penalty: 716.635864
	Iteration 46Q: 3 clusters Score -161020.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -161025.859375 Penalty: 716.635864
	Iteration 47Q: 3 clusters Score -161025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -161023.000000 Penalty: 716.635864
	Iteration 48Q: 3 clusters Score -161023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -161025.531250 Penalty: 716.635864
	Iteration 49Q: 3 clusters Score -161025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161023.765625 Penalty: 716.635864
	Iteration 50Q: 3 clusters Score -161023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -161024.828125 Penalty: 716.635864
	Iteration 51Q: 3 clusters Score -161024.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -161024.312500 Penalty: 716.635864
	Iteration 52Q: 3 clusters Score -161024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -161027.078125 Penalty: 716.635864
	Iteration 53Q: 3 clusters Score -161027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161022.812500 Penalty: 716.635864
	Iteration 54Q: 3 clusters Score -161022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161024.640625 Penalty: 716.635864
	Iteration 55Q: 3 clusters Score -161024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161025.203125 Penalty: 716.635864
	Iteration 56Q: 3 clusters Score -161025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -161028.531250 Penalty: 716.635864
	Iteration 57Q: 3 clusters Score -161028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161018.390625 Penalty: 716.635864
	Iteration 58Q: 3 clusters Score -161018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161025.078125 Penalty: 716.635864
	Iteration 59Q: 3 clusters Score -161025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -161025.703125 Penalty: 716.635864
	Iteration 60F: 3 clusters Score -161025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161023.687500 Penalty: 716.635864
	Iteration 61Q: 3 clusters Score -161023.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161027.390625 Penalty: 716.635864
	Iteration 62Q: 3 clusters Score -161027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -161026.875000 Penalty: 716.635864
	Iteration 63Q: 3 clusters Score -161026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161025.406250 Penalty: 716.635864
	Iteration 64Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161026.328125 Penalty: 716.635864
	Iteration 65Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 166Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 247Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 250Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 251Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 252Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 253Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 254Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 255Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 256Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 259Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 260F: 3 clusters Score -161026.3 nChanged 1
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	Iteration 261Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 262Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 263Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 264Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 265Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 266Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 267Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 268Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 269Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 270Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 271Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 273Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 274Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 275Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 276Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 277Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 278Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 279Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 280F: 3 clusters Score -161025.4 nChanged 2
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	Iteration 281Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 282Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 283Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 284Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 285Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 286Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 287Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 288Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 289Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 291Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 292Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 293Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 294Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 295Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 298Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 299Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 300F: 3 clusters Score -161028.1 nChanged 1
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	Iteration 301Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 326Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 428Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 429Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 430Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 431Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 432Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 433Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 434Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 435Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 436Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 437Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 438Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 439Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 440F: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 441Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 442Q: 3 clusters Score -161025.4 nChanged 2
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	Iteration 443Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 444Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 445Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 446Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 447Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 448Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 449Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 450Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 451Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 452Q: 3 clusters Score -161026.3 nChanged 1
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	Iteration 453Q: 3 clusters Score -161028.1 nChanged 1
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	Iteration 454Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 455Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 456Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 457Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 458Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 459Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 460F: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 461Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 462Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 463Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 464Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 465Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 466Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 467Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 468Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 469Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 470Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 471Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 473Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 476Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 477Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 478Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 479Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 480F: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 482Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 483Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 484Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 485Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 486Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 487Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 488Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 489Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 490Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 491Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 492Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 493Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 494Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 495Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 496Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 497Q: 3 clusters Score -161026.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 498Q: 3 clusters Score -161028.1 nChanged 1
Entering Unmasked Mstep 
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	Iteration 499Q: 3 clusters Score -161025.4 nChanged 2
Entering Unmasked Mstep 
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	Iteration 500F: 3 clusters Score -161026.3 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 1738 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 521 members 
Mstep: Class 34 contains 86402 members 
Mstep: Class 35 contains 6839 members 
Mstep: Class 36 contains 1086 members 
Mstep: Class 37 contains 398 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 893 members 
Entering Unmasked Estep 
Score: -53226940.000000 Penalty: 24948.621094
Splitting cluster 24 changes total score from -53214000.000000 to -53226940.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 41544 members 
Mstep: Class 9 contains 85417 members 
Mstep: Class 10 contains 109037 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 91204 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 16 contains 100453 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 87984 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 9541 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53230448.000000 Penalty: 24948.621094
Iteration 79Q: 41 clusters Score -5.323045e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 244 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 89442 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 42493 members 
Mstep: Class 9 contains 85711 members 
Mstep: Class 10 contains 108823 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 6172 members 
Mstep: Class 14 contains 90500 members 
Mstep: Class 15 contains 160251 members 
Mstep: Class 16 contains 100319 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 1570 members 
Mstep: Class 19 contains 4442 members 
Mstep: Class 20 contains 88026 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 9867 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 1759 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 645 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 1019 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 498 members 
Mstep: Class 34 contains 83018 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 465 members 
Mstep: Class 40 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53236532.000000 Penalty: 24948.621094
Iteration 80F: 41 clusters Score -5.323653e+07 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 89519 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 43214 members 
Mstep: Class 9 contains 85304 members 
Mstep: Class 10 contains 107378 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 421 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 90757 members 
Mstep: Class 15 contains 158950 members 
Mstep: Class 16 contains 99909 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 1558 members 
Mstep: Class 19 contains 4415 members 
Mstep: Class 20 contains 87699 members 
Mstep: Class 21 contains 342 members 
Mstep: Class 22 contains 10192 members 
Mstep: Class 23 contains 581 members 
Mstep: Class 24 contains 1760 members 
Mstep: Class 25 contains 597 members 
Mstep: Class 26 contains 1201 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 358 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 1087 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 83429 members 
Mstep: Class 35 contains 8102 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 266 members 
Mstep: Class 39 contains 460 members 
Mstep: Class 40 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53240860.000000 Penalty: 24948.621094
Iteration 81Q: 41 clusters Score -5.324086e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 1546 members 
Mstep: Class 6 contains 89495 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 43685 members 
Mstep: Class 9 contains 84689 members 
Mstep: Class 10 contains 105884 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 421 members 
Mstep: Class 13 contains 7948 members 
Mstep: Class 14 contains 91333 members 
Mstep: Class 15 contains 158564 members 
Mstep: Class 16 contains 99419 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 87330 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 10487 members 
Mstep: Class 23 contains 556 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 613 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 502 members 
Mstep: Class 34 contains 83641 members 
Mstep: Class 35 contains 9029 members 
Mstep: Class 36 contains 1203 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 458 members 
Mstep: Class 40 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53242620.000000 Penalty: 24948.621094
Iteration 82Q: 41 clusters Score -5.324262e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 255 members 
Mstep: Class 5 contains 1545 members 
Mstep: Class 6 contains 89434 members 
Mstep: Class 7 contains 841 members 
Mstep: Class 8 contains 44020 members 
Mstep: Class 9 contains 84024 members 
Mstep: Class 10 contains 104498 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 8777 members 
Mstep: Class 14 contains 91964 members 
Mstep: Class 15 contains 158306 members 
Mstep: Class 16 contains 98890 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 86989 members 
Mstep: Class 21 contains 316 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1220 members 
Mstep: Class 27 contains 651 members 
Mstep: Class 28 contains 387 members 
Mstep: Class 29 contains 651 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 513 members 
Mstep: Class 34 contains 83818 members 
Mstep: Class 35 contains 10001 members 
Mstep: Class 36 contains 1234 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 455 members 
Mstep: Class 40 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53243616.000000 Penalty: 24948.621094
Iteration 83Q: 41 clusters Score -5.324362e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 257 members 
Mstep: Class 5 contains 1543 members 
Mstep: Class 6 contains 89433 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 44265 members 
Mstep: Class 9 contains 83439 members 
Mstep: Class 10 contains 103081 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 416 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 92447 members 
Mstep: Class 15 contains 157945 members 
Mstep: Class 16 contains 98401 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 4356 members 
Mstep: Class 20 contains 86704 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 11106 members 
Mstep: Class 23 contains 499 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 668 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 464 members 
Mstep: Class 33 contains 520 members 
Mstep: Class 34 contains 84066 members 
Mstep: Class 35 contains 11008 members 
Mstep: Class 36 contains 1271 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 285 members 
Mstep: Class 39 contains 448 members 
Mstep: Class 40 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53245084.000000 Penalty: 24948.621094
Iteration 84Q: 41 clusters Score -5.324508e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 89372 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 44407 members 
Mstep: Class 9 contains 82866 members 
Mstep: Class 10 contains 101675 members 
Mstep: Class 11 contains 828 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 92824 members 
Mstep: Class 15 contains 157813 members 
Mstep: Class 16 contains 97900 members 
Mstep: Class 17 contains 654 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 86409 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 11404 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1235 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 530 members 
Mstep: Class 34 contains 84347 members 
Mstep: Class 35 contains 12071 members 
Mstep: Class 36 contains 1305 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 438 members 
Mstep: Class 40 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53245632.000000 Penalty: 24948.621094
Iteration 85Q: 41 clusters Score -5.324563e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 259 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 89360 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 44544 members 
Mstep: Class 9 contains 82232 members 
Mstep: Class 10 contains 100298 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 11237 members 
Mstep: Class 14 contains 93147 members 
Mstep: Class 15 contains 157532 members 
Mstep: Class 16 contains 97502 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 86089 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 438 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1241 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 405 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 84638 members 
Mstep: Class 35 contains 13213 members 
Mstep: Class 36 contains 1336 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53246884.000000 Penalty: 24948.621094
Iteration 86Q: 41 clusters Score -5.324688e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 263 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 89246 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 44643 members 
Mstep: Class 9 contains 81581 members 
Mstep: Class 10 contains 98862 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 93389 members 
Mstep: Class 15 contains 157476 members 
Mstep: Class 16 contains 97085 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 85833 members 
Mstep: Class 21 contains 291 members 
Mstep: Class 22 contains 12031 members 
Mstep: Class 23 contains 404 members 
Mstep: Class 24 contains 1769 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 698 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 704 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 562 members 
Mstep: Class 34 contains 84972 members 
Mstep: Class 35 contains 14378 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53247648.000000 Penalty: 24948.621094
Iteration 87Q: 41 clusters Score -5.324765e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 89050 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 44715 members 
Mstep: Class 9 contains 81046 members 
Mstep: Class 10 contains 97491 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 12765 members 
Mstep: Class 14 contains 93518 members 
Mstep: Class 15 contains 157399 members 
Mstep: Class 16 contains 96681 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 85568 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 12384 members 
Mstep: Class 23 contains 387 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 712 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 698 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 565 members 
Mstep: Class 34 contains 85273 members 
Mstep: Class 35 contains 15580 members 
Mstep: Class 36 contains 1384 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53248480.000000 Penalty: 24948.621094
Iteration 88Q: 41 clusters Score -5.324848e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 266 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 88876 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 44786 members 
Mstep: Class 9 contains 80688 members 
Mstep: Class 10 contains 96078 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 533 members 
Mstep: Class 13 contains 13489 members 
Mstep: Class 14 contains 93710 members 
Mstep: Class 15 contains 157148 members 
Mstep: Class 16 contains 96283 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 85396 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 12732 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 718 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 1156 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 85461 members 
Mstep: Class 35 contains 16750 members 
Mstep: Class 36 contains 1403 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 448 members 
Mstep: Class 40 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53249296.000000 Penalty: 24948.621094
Iteration 89Q: 41 clusters Score -5.32493e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 270 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88689 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 44775 members 
Mstep: Class 9 contains 80380 members 
Mstep: Class 10 contains 94801 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 14112 members 
Mstep: Class 14 contains 93767 members 
Mstep: Class 15 contains 157079 members 
Mstep: Class 16 contains 95841 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 85316 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 13059 members 
Mstep: Class 23 contains 346 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 724 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 690 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 85603 members 
Mstep: Class 35 contains 17910 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 450 members 
Mstep: Class 40 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53250032.000000 Penalty: 24948.621094
Iteration 90Q: 41 clusters Score -5.325003e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88516 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 44736 members 
Mstep: Class 9 contains 80147 members 
Mstep: Class 10 contains 93579 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 93738 members 
Mstep: Class 15 contains 156919 members 
Mstep: Class 16 contains 95392 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 4288 members 
Mstep: Class 20 contains 85198 members 
Mstep: Class 21 contains 289 members 
Mstep: Class 22 contains 13421 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 730 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 461 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 85805 members 
Mstep: Class 35 contains 19179 members 
Mstep: Class 36 contains 1439 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53250844.000000 Penalty: 24948.621094
Iteration 91Q: 41 clusters Score -5.325084e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88263 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 44605 members 
Mstep: Class 9 contains 79967 members 
Mstep: Class 10 contains 92474 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 93595 members 
Mstep: Class 15 contains 156969 members 
Mstep: Class 16 contains 94947 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 85051 members 
Mstep: Class 21 contains 288 members 
Mstep: Class 22 contains 13748 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 86006 members 
Mstep: Class 35 contains 20503 members 
Mstep: Class 36 contains 1449 members 
Mstep: Class 37 contains 402 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53251716.000000 Penalty: 24948.621094
Iteration 92Q: 41 clusters Score -5.325172e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2858 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88037 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 44495 members 
Mstep: Class 9 contains 79861 members 
Mstep: Class 10 contains 91503 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 15523 members 
Mstep: Class 14 contains 93463 members 
Mstep: Class 15 contains 156748 members 
Mstep: Class 16 contains 94523 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 84945 members 
Mstep: Class 21 contains 287 members 
Mstep: Class 22 contains 14099 members 
Mstep: Class 23 contains 321 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 734 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 86228 members 
Mstep: Class 35 contains 21809 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53252348.000000 Penalty: 24948.621094
Iteration 93Q: 41 clusters Score -5.325235e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87859 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 44403 members 
Mstep: Class 9 contains 79784 members 
Mstep: Class 10 contains 90540 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 15883 members 
Mstep: Class 14 contains 93268 members 
Mstep: Class 15 contains 156733 members 
Mstep: Class 16 contains 94152 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 4311 members 
Mstep: Class 20 contains 84871 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 14432 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 1736 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1239 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 86366 members 
Mstep: Class 35 contains 22927 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 429 members 
Mstep: Class 40 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53252828.000000 Penalty: 24948.621094
Iteration 94Q: 41 clusters Score -5.325283e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87848 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 44302 members 
Mstep: Class 9 contains 79708 members 
Mstep: Class 10 contains 89576 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 16201 members 
Mstep: Class 14 contains 92998 members 
Mstep: Class 15 contains 156760 members 
Mstep: Class 16 contains 93797 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 84778 members 
Mstep: Class 21 contains 283 members 
Mstep: Class 22 contains 14775 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 744 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 570 members 
Mstep: Class 34 contains 86536 members 
Mstep: Class 35 contains 23938 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 421 members 
Mstep: Class 40 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53253212.000000 Penalty: 24948.621094
Iteration 95Q: 41 clusters Score -5.325321e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87821 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 44143 members 
Mstep: Class 9 contains 79709 members 
Mstep: Class 10 contains 88742 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 16467 members 
Mstep: Class 14 contains 92740 members 
Mstep: Class 15 contains 156735 members 
Mstep: Class 16 contains 93479 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 84741 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 15122 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 1704 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1152 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 86725 members 
Mstep: Class 35 contains 24796 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 417 members 
Mstep: Class 40 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53253492.000000 Penalty: 24948.621094
Iteration 96Q: 41 clusters Score -5.325349e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87813 members 
Mstep: Class 7 contains 831 members 
Mstep: Class 8 contains 43958 members 
Mstep: Class 9 contains 79712 members 
Mstep: Class 10 contains 87982 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 16696 members 
Mstep: Class 14 contains 92538 members 
Mstep: Class 15 contains 156766 members 
Mstep: Class 16 contains 93147 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 84667 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 746 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 482 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 86909 members 
Mstep: Class 35 contains 25528 members 
Mstep: Class 36 contains 1489 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 413 members 
Mstep: Class 40 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53253836.000000 Penalty: 24948.621094
Iteration 97Q: 41 clusters Score -5.325384e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87886 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 43767 members 
Mstep: Class 9 contains 79764 members 
Mstep: Class 10 contains 87313 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 16896 members 
Mstep: Class 14 contains 92326 members 
Mstep: Class 15 contains 156760 members 
Mstep: Class 16 contains 92802 members 
Mstep: Class 17 contains 654 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 84599 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 15864 members 
Mstep: Class 23 contains 318 members 
Mstep: Class 24 contains 1689 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1234 members 
Mstep: Class 27 contains 747 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1140 members 
Mstep: Class 32 contains 482 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 87085 members 
Mstep: Class 35 contains 26158 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 406 members 
Mstep: Class 40 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53254012.000000 Penalty: 24948.621094
Iteration 98Q: 41 clusters Score -5.325401e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 292 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87925 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 43608 members 
Mstep: Class 9 contains 79853 members 
Mstep: Class 10 contains 86726 members 
Mstep: Class 11 contains 809 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 17059 members 
Mstep: Class 14 contains 92181 members 
Mstep: Class 15 contains 156789 members 
Mstep: Class 16 contains 92472 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 4338 members 
Mstep: Class 20 contains 84538 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 16200 members 
Mstep: Class 23 contains 322 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 87207 members 
Mstep: Class 35 contains 26661 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 401 members 
Mstep: Class 40 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53254252.000000 Penalty: 24948.621094
Iteration 99Q: 41 clusters Score -5.325425e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 292 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87991 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 43477 members 
Mstep: Class 9 contains 79906 members 
Mstep: Class 10 contains 86246 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 613 members 
Mstep: Class 13 contains 17208 members 
Mstep: Class 14 contains 92027 members 
Mstep: Class 15 contains 156836 members 
Mstep: Class 16 contains 92142 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 84499 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 16526 members 
Mstep: Class 23 contains 325 members 
Mstep: Class 24 contains 1675 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 746 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1136 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 87326 members 
Mstep: Class 35 contains 27026 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 295 members 
Mstep: Class 39 contains 398 members 
Mstep: Class 40 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53255440.000000 Penalty: 24948.621094
Iteration 100F: 41 clusters Score -5.325544e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 292 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88053 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 43351 members 
Mstep: Class 9 contains 79967 members 
Mstep: Class 10 contains 85597 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 17753 members 
Mstep: Class 14 contains 91706 members 
Mstep: Class 15 contains 156012 members 
Mstep: Class 16 contains 91781 members 
Mstep: Class 17 contains 646 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4341 members 
Mstep: Class 20 contains 84440 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 329 members 
Mstep: Class 24 contains 1672 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 732 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 87309 members 
Mstep: Class 35 contains 28366 members 
Mstep: Class 36 contains 1500 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 294 members 
Mstep: Class 39 contains 396 members 
Mstep: Class 40 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53256576.000000 Penalty: 24948.621094
Iteration 101Q: 41 clusters Score -5.325658e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88034 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 43151 members 
Mstep: Class 9 contains 79938 members 
Mstep: Class 10 contains 84903 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 18230 members 
Mstep: Class 14 contains 91469 members 
Mstep: Class 15 contains 155584 members 
Mstep: Class 16 contains 91451 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 84356 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 17233 members 
Mstep: Class 23 contains 330 members 
Mstep: Class 24 contains 1668 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 453 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 87124 members 
Mstep: Class 35 contains 29757 members 
Mstep: Class 36 contains 1501 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 293 members 
Mstep: Class 39 contains 395 members 
Mstep: Class 40 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53256888.000000 Penalty: 24948.621094
Iteration 102Q: 41 clusters Score -5.325689e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 87993 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 42921 members 
Mstep: Class 9 contains 79860 members 
Mstep: Class 10 contains 84278 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 18682 members 
Mstep: Class 14 contains 91227 members 
Mstep: Class 15 contains 155297 members 
Mstep: Class 16 contains 91076 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4333 members 
Mstep: Class 20 contains 84299 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 17568 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1667 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 454 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 86851 members 
Mstep: Class 35 contains 31182 members 
Mstep: Class 36 contains 1502 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 293 members 
Mstep: Class 39 contains 393 members 
Mstep: Class 40 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257128.000000 Penalty: 24948.621094
Iteration 103Q: 41 clusters Score -5.325713e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88005 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 42712 members 
Mstep: Class 9 contains 79759 members 
Mstep: Class 10 contains 83615 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 19126 members 
Mstep: Class 14 contains 90974 members 
Mstep: Class 15 contains 154969 members 
Mstep: Class 16 contains 90742 members 
Mstep: Class 17 contains 644 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 84197 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 17903 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1226 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 454 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1115 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 86594 members 
Mstep: Class 35 contains 32626 members 
Mstep: Class 36 contains 1503 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 293 members 
Mstep: Class 39 contains 392 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257656.000000 Penalty: 24948.621094
Iteration 104Q: 41 clusters Score -5.325766e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88084 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 42500 members 
Mstep: Class 9 contains 79661 members 
Mstep: Class 10 contains 82938 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 19560 members 
Mstep: Class 14 contains 90699 members 
Mstep: Class 15 contains 154572 members 
Mstep: Class 16 contains 90507 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 84127 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 18230 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 86265 members 
Mstep: Class 35 contains 34075 members 
Mstep: Class 36 contains 1505 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 293 members 
Mstep: Class 39 contains 391 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257912.000000 Penalty: 24948.621094
Iteration 105Q: 41 clusters Score -5.325791e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88202 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 42255 members 
Mstep: Class 9 contains 79521 members 
Mstep: Class 10 contains 82235 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 19971 members 
Mstep: Class 14 contains 90490 members 
Mstep: Class 15 contains 154215 members 
Mstep: Class 16 contains 90286 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 84127 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 18523 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 85909 members 
Mstep: Class 35 contains 35472 members 
Mstep: Class 36 contains 1506 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 293 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258344.000000 Penalty: 24948.621094
Iteration 106Q: 41 clusters Score -5.325834e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88413 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 42006 members 
Mstep: Class 9 contains 79415 members 
Mstep: Class 10 contains 81571 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 20422 members 
Mstep: Class 14 contains 90224 members 
Mstep: Class 15 contains 153785 members 
Mstep: Class 16 contains 90088 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 84093 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 18794 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 1097 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 85529 members 
Mstep: Class 35 contains 36855 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258204.000000 Penalty: 24948.621094
Iteration 107Q: 41 clusters Score -5.32582e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88665 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 41763 members 
Mstep: Class 9 contains 79214 members 
Mstep: Class 10 contains 80881 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 20839 members 
Mstep: Class 14 contains 89967 members 
Mstep: Class 15 contains 153474 members 
Mstep: Class 16 contains 89953 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 84058 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19042 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1097 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 85165 members 
Mstep: Class 35 contains 38158 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258192.000000 Penalty: 24948.621094
Iteration 108Q: 41 clusters Score -5.325819e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 88894 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 41486 members 
Mstep: Class 9 contains 79029 members 
Mstep: Class 10 contains 80275 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 21235 members 
Mstep: Class 14 contains 89736 members 
Mstep: Class 15 contains 153088 members 
Mstep: Class 16 contains 89783 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4436 members 
Mstep: Class 20 contains 84054 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19253 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1225 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1089 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 84796 members 
Mstep: Class 35 contains 39532 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258108.000000 Penalty: 24948.621094
Iteration 109Q: 41 clusters Score -5.325811e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 89189 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 41210 members 
Mstep: Class 9 contains 78856 members 
Mstep: Class 10 contains 79713 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 21667 members 
Mstep: Class 14 contains 89639 members 
Mstep: Class 15 contains 152532 members 
Mstep: Class 16 contains 89559 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 20 contains 84036 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19434 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1085 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 84469 members 
Mstep: Class 35 contains 40841 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258476.000000 Penalty: 24948.621094
Iteration 110Q: 41 clusters Score -5.325848e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2889 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 89556 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 40918 members 
Mstep: Class 9 contains 78721 members 
Mstep: Class 10 contains 79078 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 89626 members 
Mstep: Class 15 contains 151920 members 
Mstep: Class 16 contains 89334 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4470 members 
Mstep: Class 20 contains 84046 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19631 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1077 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 84200 members 
Mstep: Class 35 contains 41981 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258196.000000 Penalty: 24948.621094
Iteration 111Q: 41 clusters Score -5.32582e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2889 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 89930 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 40643 members 
Mstep: Class 9 contains 78622 members 
Mstep: Class 10 contains 78422 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 22575 members 
Mstep: Class 14 contains 89649 members 
Mstep: Class 15 contains 151371 members 
Mstep: Class 16 contains 89127 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4479 members 
Mstep: Class 20 contains 84074 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19778 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1223 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 462 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 84018 members 
Mstep: Class 35 contains 42917 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258340.000000 Penalty: 24948.621094
Iteration 112Q: 41 clusters Score -5.325834e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 90360 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 40338 members 
Mstep: Class 9 contains 78570 members 
Mstep: Class 10 contains 77803 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 23072 members 
Mstep: Class 14 contains 89719 members 
Mstep: Class 15 contains 150853 members 
Mstep: Class 16 contains 88982 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4493 members 
Mstep: Class 20 contains 84067 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19896 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1218 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 462 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 83778 members 
Mstep: Class 35 contains 43681 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258528.000000 Penalty: 24948.621094
Iteration 113Q: 41 clusters Score -5.325853e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 90809 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 40069 members 
Mstep: Class 9 contains 78519 members 
Mstep: Class 10 contains 77208 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 89819 members 
Mstep: Class 15 contains 150457 members 
Mstep: Class 16 contains 88813 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4499 members 
Mstep: Class 20 contains 84128 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 19991 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1216 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1065 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 83533 members 
Mstep: Class 35 contains 44269 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258480.000000 Penalty: 24948.621094
Iteration 114Q: 41 clusters Score -5.325848e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 91351 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 39848 members 
Mstep: Class 9 contains 78455 members 
Mstep: Class 10 contains 76597 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 23875 members 
Mstep: Class 14 contains 89882 members 
Mstep: Class 15 contains 150023 members 
Mstep: Class 16 contains 88681 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4515 members 
Mstep: Class 20 contains 84211 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20078 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1216 members 
Mstep: Class 27 contains 721 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1056 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 83297 members 
Mstep: Class 35 contains 44811 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258456.000000 Penalty: 24948.621094
Iteration 115Q: 41 clusters Score -5.325846e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 91881 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 39620 members 
Mstep: Class 9 contains 78456 members 
Mstep: Class 10 contains 76021 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 24237 members 
Mstep: Class 14 contains 89926 members 
Mstep: Class 15 contains 149539 members 
Mstep: Class 16 contains 88547 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 84294 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20151 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1216 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 83136 members 
Mstep: Class 35 contains 45295 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258204.000000 Penalty: 24948.621094
Iteration 116Q: 41 clusters Score -5.32582e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 92522 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 39418 members 
Mstep: Class 9 contains 78441 members 
Mstep: Class 10 contains 75404 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 24586 members 
Mstep: Class 14 contains 89980 members 
Mstep: Class 15 contains 149025 members 
Mstep: Class 16 contains 88396 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 84427 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20221 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1216 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1040 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 83004 members 
Mstep: Class 35 contains 45680 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258172.000000 Penalty: 24948.621094
Iteration 117Q: 41 clusters Score -5.325817e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 93190 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 39168 members 
Mstep: Class 9 contains 78403 members 
Mstep: Class 10 contains 74768 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 24972 members 
Mstep: Class 14 contains 90095 members 
Mstep: Class 15 contains 148531 members 
Mstep: Class 16 contains 88269 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 84502 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1218 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1037 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82882 members 
Mstep: Class 35 contains 46028 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53257788.000000 Penalty: 24948.621094
Iteration 118Q: 41 clusters Score -5.325779e+07 nChanged 6600
Entering ConstructFrom: 
Score: -53257788.000000 Penalty: 24948.621094
Entering ConstructFrom: 
Trying to split cluster 1 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -32032.951172 Penalty: 285.071198
	Iteration 0F: 2 clusters Score -32032.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31546.875000 Penalty: 570.142395
	Iteration 0F: 3 clusters Score -31546.88 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31714.662109 Penalty: 570.142395
	Iteration 1F: 3 clusters Score -31714.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31829.990234 Penalty: 570.142395
	Iteration 2F: 3 clusters Score -31829.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31973.851562 Penalty: 570.142395
	Iteration 3F: 3 clusters Score -31973.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32018.445312 Penalty: 570.142395
	Iteration 4F: 3 clusters Score -32018.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32046.123047 Penalty: 570.142395
	Iteration 5Q: 3 clusters Score -32046.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32061.128906 Penalty: 570.142395
	Iteration 6Q: 3 clusters Score -32061.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -32066.097656 Penalty: 570.142395
	Iteration 7Q: 3 clusters Score -32066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32066.705078 Penalty: 570.142395
	Iteration 8Q: 3 clusters Score -32066.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32066.705078 Penalty: 570.142395
	Iteration 9F: 3 clusters Score -32066.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 334 members 
Entering Unmasked Estep 
Score: -53257064.000000 Penalty: 25572.335938
Splitting cluster 1 changes total score from -53257788.000000 to -53257064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -183332.203125 Penalty: 362.652985
	Iteration 0F: 2 clusters Score -183332.2 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 1443 members 
Entering Unmasked Estep 
Score: -181279.234375 Penalty: 725.305969
	Iteration 0F: 3 clusters Score -181279.2 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -182042.015625 Penalty: 725.305969
	Iteration 1F: 3 clusters Score -182042 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -182174.000000 Penalty: 725.305969
	Iteration 2F: 3 clusters Score -182174 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -182291.296875 Penalty: 725.305969
	Iteration 3F: 3 clusters Score -182291.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -182400.468750 Penalty: 725.305969
	Iteration 4F: 3 clusters Score -182400.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -182506.250000 Penalty: 725.305969
	Iteration 5F: 3 clusters Score -182506.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -182654.875000 Penalty: 725.305969
	Iteration 6F: 3 clusters Score -182654.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -182817.281250 Penalty: 725.305969
	Iteration 7F: 3 clusters Score -182817.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -182911.234375 Penalty: 725.305969
	Iteration 8Q: 3 clusters Score -182911.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -182978.734375 Penalty: 725.305969
	Iteration 9Q: 3 clusters Score -182978.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -183030.953125 Penalty: 725.305969
	Iteration 10Q: 3 clusters Score -183031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -183059.500000 Penalty: 725.305969
	Iteration 11Q: 3 clusters Score -183059.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -183073.750000 Penalty: 725.305969
	Iteration 12Q: 3 clusters Score -183073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -183082.656250 Penalty: 725.305969
	Iteration 13Q: 3 clusters Score -183082.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -183090.250000 Penalty: 725.305969
	Iteration 14Q: 3 clusters Score -183090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -183094.375000 Penalty: 725.305969
	Iteration 15Q: 3 clusters Score -183094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -183096.359375 Penalty: 725.305969
	Iteration 16Q: 3 clusters Score -183096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -183097.562500 Penalty: 725.305969
	Iteration 17Q: 3 clusters Score -183097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -183098.296875 Penalty: 725.305969
	Iteration 18Q: 3 clusters Score -183098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -183098.937500 Penalty: 725.305969
	Iteration 19Q: 3 clusters Score -183098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -183099.734375 Penalty: 725.305969
	Iteration 20F: 3 clusters Score -183099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -183103.750000 Penalty: 725.305969
	Iteration 21Q: 3 clusters Score -183103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -183105.312500 Penalty: 725.305969
	Iteration 22Q: 3 clusters Score -183105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -183107.343750 Penalty: 725.305969
	Iteration 23Q: 3 clusters Score -183107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -183109.593750 Penalty: 725.305969
	Iteration 24Q: 3 clusters Score -183109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -183111.593750 Penalty: 725.305969
	Iteration 25Q: 3 clusters Score -183111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -183113.468750 Penalty: 725.305969
	Iteration 26Q: 3 clusters Score -183113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -183115.937500 Penalty: 725.305969
	Iteration 27Q: 3 clusters Score -183115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -183117.609375 Penalty: 725.305969
	Iteration 28Q: 3 clusters Score -183117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -183119.296875 Penalty: 725.305969
	Iteration 29Q: 3 clusters Score -183119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -183121.187500 Penalty: 725.305969
	Iteration 30Q: 3 clusters Score -183121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -183124.562500 Penalty: 725.305969
	Iteration 31Q: 3 clusters Score -183124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -183126.328125 Penalty: 725.305969
	Iteration 32Q: 3 clusters Score -183126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -183127.578125 Penalty: 725.305969
	Iteration 33Q: 3 clusters Score -183127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -183128.890625 Penalty: 725.305969
	Iteration 34Q: 3 clusters Score -183128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -183130.562500 Penalty: 725.305969
	Iteration 35Q: 3 clusters Score -183130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -183134.656250 Penalty: 725.305969
	Iteration 36Q: 3 clusters Score -183134.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -183140.406250 Penalty: 725.305969
	Iteration 37Q: 3 clusters Score -183140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -183149.875000 Penalty: 725.305969
	Iteration 38Q: 3 clusters Score -183149.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -183153.890625 Penalty: 725.305969
	Iteration 39Q: 3 clusters Score -183153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -183155.562500 Penalty: 725.305969
	Iteration 40F: 3 clusters Score -183155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -183157.390625 Penalty: 725.305969
	Iteration 41Q: 3 clusters Score -183157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -183159.265625 Penalty: 725.305969
	Iteration 42Q: 3 clusters Score -183159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -183158.984375 Penalty: 725.305969
	Iteration 43Q: 3 clusters Score -183159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -183159.453125 Penalty: 725.305969
	Iteration 44Q: 3 clusters Score -183159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -183160.187500 Penalty: 725.305969
	Iteration 45Q: 3 clusters Score -183160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -183160.187500 Penalty: 725.305969
	Iteration 46F: 3 clusters Score -183160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -10823.074219 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -10823.07 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 261 members 
Entering Unmasked Estep 
Score: -10442.530273 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -10442.53 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10780.439453 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -10780.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10935.105469 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -10935.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10985.647461 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -10985.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10992.089844 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -10992.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10995.561523 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -10995.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10999.771484 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -10999.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11000.191406 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -11000.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11000.191406 Penalty: 561.434570
	Iteration 8F: 3 clusters Score -11000.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 176 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 1537 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 302 members 
Entering Unmasked Estep 
Score: -53257168.000000 Penalty: 25572.335938
Splitting cluster 3 changes total score from -53257788.000000 to -53257168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -15382.573242 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -15382.57 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 159 members 
Entering Unmasked Estep 
Score: -15068.579102 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -15068.58 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15255.075195 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -15255.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15300.676758 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -15300.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15318.479492 Penalty: 517.205750
	Iteration 3Q: 3 clusters Score -15318.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15324.377930 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -15324.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15324.377930 Penalty: 517.205750
	Iteration 5F: 3 clusters Score -15324.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -96035.843750 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -96035.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -94922.218750 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -94922.22 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -95407.617188 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -95407.62 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -95667.742188 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -95667.74 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -96052.140625 Penalty: 667.720520
	Iteration 3F: 3 clusters Score -96052.14 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -96393.429688 Penalty: 667.720520
	Iteration 4F: 3 clusters Score -96393.43 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -96654.156250 Penalty: 667.720520
	Iteration 5F: 3 clusters Score -96654.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -96823.437500 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -96823.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -96878.039062 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -96878.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -96914.609375 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -96914.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -96963.164062 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -96963.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -97042.125000 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -97042.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -97109.890625 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -97109.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -97140.382812 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -97140.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -97152.343750 Penalty: 667.720520
	Iteration 13Q: 3 clusters Score -97152.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -97155.046875 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -97155.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97156.242188 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -97156.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -97156.804688 Penalty: 667.720520
	Iteration 16Q: 3 clusters Score -97156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -97156.804688 Penalty: 667.720520
	Iteration 17F: 3 clusters Score -97156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 829 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Entering Unmasked Estep 
Score: -53258056.000000 Penalty: 25572.335938
Splitting cluster 5 changes total score from -53257788.000000 to -53258056.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 6 (93910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Entering Unmasked Estep 
Score: -5783386.000000 Penalty: 520.979187
	Iteration 0F: 2 clusters Score -5783386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -5721167.500000 Penalty: 1041.958374
	Iteration 0F: 3 clusters Score -5721168 nChanged 45925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -5749855.000000 Penalty: 1041.958374
	Iteration 1F: 3 clusters Score -5749855 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -5751851.000000 Penalty: 1041.958374
	Iteration 2Q: 3 clusters Score -5751851 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -5754989.500000 Penalty: 1041.958374
	Iteration 3F: 3 clusters Score -5754990 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -5759492.000000 Penalty: 1041.958374
	Iteration 4F: 3 clusters Score -5759492 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -5765526.500000 Penalty: 1041.958374
	Iteration 5F: 3 clusters Score -5765526 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -5771520.500000 Penalty: 1041.958374
	Iteration 6F: 3 clusters Score -5771520 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -5775692.000000 Penalty: 1041.958374
	Iteration 7F: 3 clusters Score -5775692 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 86984 members 
Entering Unmasked Estep 
Score: -5778277.500000 Penalty: 1041.958374
	Iteration 8Q: 3 clusters Score -5778278 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -5779866.500000 Penalty: 1041.958374
	Iteration 9Q: 3 clusters Score -5779866 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -5780887.000000 Penalty: 1041.958374
	Iteration 10Q: 3 clusters Score -5780887 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -5781552.500000 Penalty: 1041.958374
	Iteration 11Q: 3 clusters Score -5781552 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -5782011.500000 Penalty: 1041.958374
	Iteration 12Q: 3 clusters Score -5782012 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -5782350.000000 Penalty: 1041.958374
	Iteration 13Q: 3 clusters Score -5782350 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -5782558.000000 Penalty: 1041.958374
	Iteration 14Q: 3 clusters Score -5782558 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -5782670.500000 Penalty: 1041.958374
	Iteration 15Q: 3 clusters Score -5782670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -5782760.000000 Penalty: 1041.958374
	Iteration 16Q: 3 clusters Score -5782760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -5782813.000000 Penalty: 1041.958374
	Iteration 17Q: 3 clusters Score -5782813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -5782854.000000 Penalty: 1041.958374
	Iteration 18Q: 3 clusters Score -5782854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -5782891.500000 Penalty: 1041.958374
	Iteration 19Q: 3 clusters Score -5782892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -5782906.500000 Penalty: 1041.958374
	Iteration 20F: 3 clusters Score -5782906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -5782926.500000 Penalty: 1041.958374
	Iteration 21Q: 3 clusters Score -5782926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -5782927.000000 Penalty: 1041.958374
	Iteration 22Q: 3 clusters Score -5782927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -5782931.500000 Penalty: 1041.958374
	Iteration 23Q: 3 clusters Score -5782932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -5782928.000000 Penalty: 1041.958374
	Iteration 24Q: 3 clusters Score -5782928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -5782929.000000 Penalty: 1041.958374
	Iteration 25Q: 3 clusters Score -5782929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -5782935.000000 Penalty: 1041.958374
	Iteration 26Q: 3 clusters Score -5782935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -5782934.000000 Penalty: 1041.958374
	Iteration 27Q: 3 clusters Score -5782934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -5782935.000000 Penalty: 1041.958374
	Iteration 28Q: 3 clusters Score -5782935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -5782933.000000 Penalty: 1041.958374
	Iteration 29Q: 3 clusters Score -5782933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -5782934.500000 Penalty: 1041.958374
	Iteration 30Q: 3 clusters Score -5782934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -5782936.000000 Penalty: 1041.958374
	Iteration 31Q: 3 clusters Score -5782936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -5782937.000000 Penalty: 1041.958374
	Iteration 32Q: 3 clusters Score -5782937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -5782936.500000 Penalty: 1041.958374
	Iteration 33Q: 3 clusters Score -5782936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -5782936.500000 Penalty: 1041.958374
	Iteration 34F: 3 clusters Score -5782936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -47930.058594 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -47930.06 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 420 members 
Entering Unmasked Estep 
Score: -47239.796875 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -47239.8 nChanged 334
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: -47550.617188 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -47550.62 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47692.406250 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -47692.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47781.183594 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -47781.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47830.683594 Penalty: 611.540039
	Iteration 4F: 3 clusters Score -47830.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47888.046875 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -47888.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47927.566406 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -47927.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47963.179688 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -47963.18 nChanged 37
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: -48006.003906 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -48006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48043.781250 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -48043.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48063.164062 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -48063.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48082.207031 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -48082.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -48093.765625 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -48093.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48096.753906 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -48096.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -48099.625000 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -48099.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48101.218750 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -48101.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48101.539062 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -48101.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -48101.226562 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -48101.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48102.238281 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -48102.24 nChanged 2
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: -48103.042969 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -48103.04 nChanged 0
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: -48115.894531 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -48115.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48125.714844 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -48125.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48127.886719 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -48127.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -48130.097656 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -48130.1 nChanged 4
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: -48132.515625 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -48132.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -48135.121094 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -48135.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -48137.449219 Penalty: 611.540039
	Iteration 26Q: 3 clusters Score -48137.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48140.691406 Penalty: 611.540039
	Iteration 27Q: 3 clusters Score -48140.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48142.902344 Penalty: 611.540039
	Iteration 28Q: 3 clusters Score -48142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48144.707031 Penalty: 611.540039
	Iteration 29Q: 3 clusters Score -48144.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -48147.062500 Penalty: 611.540039
	Iteration 30Q: 3 clusters Score -48147.06 nChanged 4
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: -48148.597656 Penalty: 611.540039
	Iteration 31Q: 3 clusters Score -48148.6 nChanged 2
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: -48149.847656 Penalty: 611.540039
	Iteration 32Q: 3 clusters Score -48149.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48150.707031 Penalty: 611.540039
	Iteration 33Q: 3 clusters Score -48150.71 nChanged 3
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: -48151.945312 Penalty: 611.540039
	Iteration 34Q: 3 clusters Score -48151.95 nChanged 2
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: -48151.984375 Penalty: 611.540039
	Iteration 35Q: 3 clusters Score -48151.98 nChanged 2
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: -48153.160156 Penalty: 611.540039
	Iteration 36Q: 3 clusters Score -48153.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48154.207031 Penalty: 611.540039
	Iteration 37Q: 3 clusters Score -48154.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48154.207031 Penalty: 611.540039
	Iteration 38F: 3 clusters Score -48154.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Entering Unmasked Estep 
Score: -53257908.000000 Penalty: 26196.052734
Splitting cluster 7 changes total score from -53257788.000000 to -53257908.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 8 (38953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Entering Unmasked Estep 
Score: -2457198.500000 Penalty: 480.940063
	Iteration 0F: 2 clusters Score -2457198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2430972.250000 Penalty: 961.880127
	Iteration 0F: 3 clusters Score -2430972 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2442787.000000 Penalty: 961.880127
	Iteration 1F: 3 clusters Score -2442787 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2443672.000000 Penalty: 961.880127
	Iteration 2Q: 3 clusters Score -2443672 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2445156.000000 Penalty: 961.880127
	Iteration 3F: 3 clusters Score -2445156 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2447347.750000 Penalty: 961.880127
	Iteration 4F: 3 clusters Score -2447348 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2449875.000000 Penalty: 961.880127
	Iteration 5F: 3 clusters Score -2449875 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2451222.250000 Penalty: 961.880127
	Iteration 6F: 3 clusters Score -2451222 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2451608.250000 Penalty: 961.880127
	Iteration 7Q: 3 clusters Score -2451608 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2451725.750000 Penalty: 961.880127
	Iteration 8Q: 3 clusters Score -2451726 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2451796.500000 Penalty: 961.880127
	Iteration 9Q: 3 clusters Score -2451796 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2451857.250000 Penalty: 961.880127
	Iteration 10Q: 3 clusters Score -2451857 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2451926.000000 Penalty: 961.880127
	Iteration 11Q: 3 clusters Score -2451926 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2451966.500000 Penalty: 961.880127
	Iteration 12Q: 3 clusters Score -2451966 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2452017.500000 Penalty: 961.880127
	Iteration 13Q: 3 clusters Score -2452018 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2452047.250000 Penalty: 961.880127
	Iteration 14Q: 3 clusters Score -2452047 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2452064.750000 Penalty: 961.880127
	Iteration 15Q: 3 clusters Score -2452065 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2452086.750000 Penalty: 961.880127
	Iteration 16Q: 3 clusters Score -2452087 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2452093.750000 Penalty: 961.880127
	Iteration 17Q: 3 clusters Score -2452094 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2452129.750000 Penalty: 961.880127
	Iteration 18Q: 3 clusters Score -2452130 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2452144.750000 Penalty: 961.880127
	Iteration 19Q: 3 clusters Score -2452145 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2452170.000000 Penalty: 961.880127
	Iteration 20F: 3 clusters Score -2452170 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2452180.250000 Penalty: 961.880127
	Iteration 21Q: 3 clusters Score -2452180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2452189.500000 Penalty: 961.880127
	Iteration 22Q: 3 clusters Score -2452190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2452195.250000 Penalty: 961.880127
	Iteration 23Q: 3 clusters Score -2452195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2452208.250000 Penalty: 961.880127
	Iteration 24Q: 3 clusters Score -2452208 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2452231.500000 Penalty: 961.880127
	Iteration 25Q: 3 clusters Score -2452232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2452243.000000 Penalty: 961.880127
	Iteration 26Q: 3 clusters Score -2452243 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2452291.500000 Penalty: 961.880127
	Iteration 27Q: 3 clusters Score -2452292 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2452302.000000 Penalty: 961.880127
	Iteration 28Q: 3 clusters Score -2452302 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2452348.500000 Penalty: 961.880127
	Iteration 29Q: 3 clusters Score -2452348 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2452380.500000 Penalty: 961.880127
	Iteration 30Q: 3 clusters Score -2452380 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2452426.000000 Penalty: 961.880127
	Iteration 31Q: 3 clusters Score -2452426 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2452498.000000 Penalty: 961.880127
	Iteration 32Q: 3 clusters Score -2452498 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2452562.250000 Penalty: 961.880127
	Iteration 33Q: 3 clusters Score -2452562 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2452626.250000 Penalty: 961.880127
	Iteration 34Q: 3 clusters Score -2452626 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2452718.750000 Penalty: 961.880127
	Iteration 35Q: 3 clusters Score -2452719 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2452799.250000 Penalty: 961.880127
	Iteration 36Q: 3 clusters Score -2452799 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2452898.500000 Penalty: 961.880127
	Iteration 37Q: 3 clusters Score -2452898 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2452986.250000 Penalty: 961.880127
	Iteration 38Q: 3 clusters Score -2452986 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2453099.500000 Penalty: 961.880127
	Iteration 39Q: 3 clusters Score -2453100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2453215.500000 Penalty: 961.880127
	Iteration 40F: 3 clusters Score -2453216 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2453323.000000 Penalty: 961.880127
	Iteration 41Q: 3 clusters Score -2453323 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2453429.750000 Penalty: 961.880127
	Iteration 42Q: 3 clusters Score -2453430 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2453536.000000 Penalty: 961.880127
	Iteration 43Q: 3 clusters Score -2453536 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2453626.750000 Penalty: 961.880127
	Iteration 44Q: 3 clusters Score -2453627 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2453687.250000 Penalty: 961.880127
	Iteration 45Q: 3 clusters Score -2453687 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2453734.500000 Penalty: 961.880127
	Iteration 46Q: 3 clusters Score -2453734 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2453775.250000 Penalty: 961.880127
	Iteration 47Q: 3 clusters Score -2453775 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2453815.000000 Penalty: 961.880127
	Iteration 48Q: 3 clusters Score -2453815 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2453845.250000 Penalty: 961.880127
	Iteration 49Q: 3 clusters Score -2453845 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2453859.500000 Penalty: 961.880127
	Iteration 50Q: 3 clusters Score -2453860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2453879.000000 Penalty: 961.880127
	Iteration 51Q: 3 clusters Score -2453879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2453892.000000 Penalty: 961.880127
	Iteration 52Q: 3 clusters Score -2453892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2453911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2453901.500000 Penalty: 961.880127
	Iteration 54Q: 3 clusters Score -2453902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2453910.500000 Penalty: 961.880127
	Iteration 55Q: 3 clusters Score -2453910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2453910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2453928.500000 Penalty: 961.880127
	Iteration 57Q: 3 clusters Score -2453928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2453934.250000 Penalty: 961.880127
	Iteration 58Q: 3 clusters Score -2453934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2453938.250000 Penalty: 961.880127
	Iteration 59Q: 3 clusters Score -2453938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2453944.750000 Penalty: 961.880127
	Iteration 60F: 3 clusters Score -2453945 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2453948.500000 Penalty: 961.880127
	Iteration 61Q: 3 clusters Score -2453948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2453953.500000 Penalty: 961.880127
	Iteration 62Q: 3 clusters Score -2453954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2453958.250000 Penalty: 961.880127
	Iteration 63Q: 3 clusters Score -2453958 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -2453963.250000 Penalty: 961.880127
	Iteration 64Q: 3 clusters Score -2453963 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -2453972.250000 Penalty: 961.880127
	Iteration 65Q: 3 clusters Score -2453972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2453970.000000 Penalty: 961.880127
	Iteration 66Q: 3 clusters Score -2453970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2453978.750000 Penalty: 961.880127
	Iteration 67Q: 3 clusters Score -2453979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2453989.500000 Penalty: 961.880127
	Iteration 68Q: 3 clusters Score -2453990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2454012.000000 Penalty: 961.880127
	Iteration 69Q: 3 clusters Score -2454012 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2454022.250000 Penalty: 961.880127
	Iteration 70Q: 3 clusters Score -2454022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2454028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2454033.000000 Penalty: 961.880127
	Iteration 72Q: 3 clusters Score -2454033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2454039.500000 Penalty: 961.880127
	Iteration 73Q: 3 clusters Score -2454040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -2454051.500000 Penalty: 961.880127
	Iteration 74Q: 3 clusters Score -2454052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2454053.500000 Penalty: 961.880127
	Iteration 75Q: 3 clusters Score -2454054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2454048.250000 Penalty: 961.880127
	Iteration 76Q: 3 clusters Score -2454048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2454054.500000 Penalty: 961.880127
	Iteration 77Q: 3 clusters Score -2454054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2454059.750000 Penalty: 961.880127
	Iteration 78Q: 3 clusters Score -2454060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -2454068.500000 Penalty: 961.880127
	Iteration 79Q: 3 clusters Score -2454068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2454074.250000 Penalty: 961.880127
	Iteration 80F: 3 clusters Score -2454074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2454080.000000 Penalty: 961.880127
	Iteration 81Q: 3 clusters Score -2454080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2454086.750000 Penalty: 961.880127
	Iteration 82Q: 3 clusters Score -2454087 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -2454094.250000 Penalty: 961.880127
	Iteration 83Q: 3 clusters Score -2454094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2454104.250000 Penalty: 961.880127
	Iteration 84Q: 3 clusters Score -2454104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2454106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -2454116.000000 Penalty: 961.880127
	Iteration 86Q: 3 clusters Score -2454116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -2454119.000000 Penalty: 961.880127
	Iteration 87Q: 3 clusters Score -2454119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2454118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2454127 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -2454129.250000 Penalty: 961.880127
	Iteration 90Q: 3 clusters Score -2454129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -2454142.750000 Penalty: 961.880127
	Iteration 91Q: 3 clusters Score -2454143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -2454150.250000 Penalty: 961.880127
	Iteration 92Q: 3 clusters Score -2454150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -2454166.250000 Penalty: 961.880127
	Iteration 93Q: 3 clusters Score -2454166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2454173.500000 Penalty: 961.880127
	Iteration 94Q: 3 clusters Score -2454174 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -2454184.250000 Penalty: 961.880127
	Iteration 95Q: 3 clusters Score -2454184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -2454203.250000 Penalty: 961.880127
	Iteration 96Q: 3 clusters Score -2454203 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2454216.250000 Penalty: 961.880127
	Iteration 97Q: 3 clusters Score -2454216 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2454230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -2454247.750000 Penalty: 961.880127
	Iteration 99Q: 3 clusters Score -2454248 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -2454279.750000 Penalty: 961.880127
	Iteration 100F: 3 clusters Score -2454280 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -2454310.250000 Penalty: 961.880127
	Iteration 101Q: 3 clusters Score -2454310 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -2454336.000000 Penalty: 961.880127
	Iteration 102Q: 3 clusters Score -2454336 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -2454372.750000 Penalty: 961.880127
	Iteration 103Q: 3 clusters Score -2454373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2454399 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2454436 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -2454480.500000 Penalty: 961.880127
	Iteration 106Q: 3 clusters Score -2454480 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -2454524.500000 Penalty: 961.880127
	Iteration 107Q: 3 clusters Score -2454524 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2454568 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -2454626.500000 Penalty: 961.880127
	Iteration 109Q: 3 clusters Score -2454626 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -2454672.000000 Penalty: 961.880127
	Iteration 110Q: 3 clusters Score -2454672 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -2454727.750000 Penalty: 961.880127
	Iteration 111Q: 3 clusters Score -2454728 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2454790 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -2454843.000000 Penalty: 961.880127
	Iteration 113Q: 3 clusters Score -2454843 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2454894 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -2454930.000000 Penalty: 961.880127
	Iteration 115Q: 3 clusters Score -2454930 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -2454981.500000 Penalty: 961.880127
	Iteration 116Q: 3 clusters Score -2454982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -2455042.750000 Penalty: 961.880127
	Iteration 117Q: 3 clusters Score -2455043 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -2455100.250000 Penalty: 961.880127
	Iteration 118Q: 3 clusters Score -2455100 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -2455156.500000 Penalty: 961.880127
	Iteration 119Q: 3 clusters Score -2455156 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2455218.750000 Penalty: 961.880127
	Iteration 120F: 3 clusters Score -2455219 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2455280 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -2455368.000000 Penalty: 961.880127
	Iteration 122Q: 3 clusters Score -2455368 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -2455456.500000 Penalty: 961.880127
	Iteration 123Q: 3 clusters Score -2455456 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -2455552.500000 Penalty: 961.880127
	Iteration 124Q: 3 clusters Score -2455552 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -2455629.000000 Penalty: 961.880127
	Iteration 125Q: 3 clusters Score -2455629 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -2455705.750000 Penalty: 961.880127
	Iteration 126Q: 3 clusters Score -2455706 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -2455797.500000 Penalty: 961.880127
	Iteration 127Q: 3 clusters Score -2455798 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -2455877.250000 Penalty: 961.880127
	Iteration 128Q: 3 clusters Score -2455877 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -2455949.000000 Penalty: 961.880127
	Iteration 129Q: 3 clusters Score -2455949 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -2456027.250000 Penalty: 961.880127
	Iteration 130Q: 3 clusters Score -2456027 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -2456100.750000 Penalty: 961.880127
	Iteration 131Q: 3 clusters Score -2456101 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -2456184.750000 Penalty: 961.880127
	Iteration 132Q: 3 clusters Score -2456185 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -2456244.000000 Penalty: 961.880127
	Iteration 133Q: 3 clusters Score -2456244 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -2456284.750000 Penalty: 961.880127
	Iteration 134Q: 3 clusters Score -2456285 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -2456325.250000 Penalty: 961.880127
	Iteration 135Q: 3 clusters Score -2456325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -2456373.750000 Penalty: 961.880127
	Iteration 136Q: 3 clusters Score -2456374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -2456404.000000 Penalty: 961.880127
	Iteration 137Q: 3 clusters Score -2456404 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -2456444.250000 Penalty: 961.880127
	Iteration 138Q: 3 clusters Score -2456444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -2456471.500000 Penalty: 961.880127
	Iteration 139Q: 3 clusters Score -2456472 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -2456493.750000 Penalty: 961.880127
	Iteration 140F: 3 clusters Score -2456494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -2456523.000000 Penalty: 961.880127
	Iteration 141Q: 3 clusters Score -2456523 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -2456540.000000 Penalty: 961.880127
	Iteration 142Q: 3 clusters Score -2456540 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -2456556.500000 Penalty: 961.880127
	Iteration 143Q: 3 clusters Score -2456556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -2456564.250000 Penalty: 961.880127
	Iteration 144Q: 3 clusters Score -2456564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -2456565.500000 Penalty: 961.880127
	Iteration 145Q: 3 clusters Score -2456566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -2456568.750000 Penalty: 961.880127
	Iteration 146Q: 3 clusters Score -2456569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -2456575.250000 Penalty: 961.880127
	Iteration 147Q: 3 clusters Score -2456575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -2456588.500000 Penalty: 961.880127
	Iteration 148Q: 3 clusters Score -2456588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -2456605.500000 Penalty: 961.880127
	Iteration 149Q: 3 clusters Score -2456606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -2456624.750000 Penalty: 961.880127
	Iteration 150Q: 3 clusters Score -2456625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -2456642.250000 Penalty: 961.880127
	Iteration 151Q: 3 clusters Score -2456642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -2456653.500000 Penalty: 961.880127
	Iteration 152Q: 3 clusters Score -2456654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -2456666.250000 Penalty: 961.880127
	Iteration 153Q: 3 clusters Score -2456666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -2456689.250000 Penalty: 961.880127
	Iteration 154Q: 3 clusters Score -2456689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -2456703.500000 Penalty: 961.880127
	Iteration 155Q: 3 clusters Score -2456704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -2456722.750000 Penalty: 961.880127
	Iteration 156Q: 3 clusters Score -2456723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -2456740.000000 Penalty: 961.880127
	Iteration 157Q: 3 clusters Score -2456740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -2456754.250000 Penalty: 961.880127
	Iteration 158Q: 3 clusters Score -2456754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -2456761.750000 Penalty: 961.880127
	Iteration 159Q: 3 clusters Score -2456762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -2456775.000000 Penalty: 961.880127
	Iteration 160F: 3 clusters Score -2456775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -2456780.250000 Penalty: 961.880127
	Iteration 161Q: 3 clusters Score -2456780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -2456792.500000 Penalty: 961.880127
	Iteration 162Q: 3 clusters Score -2456792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -2456798.250000 Penalty: 961.880127
	Iteration 163Q: 3 clusters Score -2456798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -2456803.750000 Penalty: 961.880127
	Iteration 164Q: 3 clusters Score -2456804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -2456805.250000 Penalty: 961.880127
	Iteration 165Q: 3 clusters Score -2456805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -2456807.750000 Penalty: 961.880127
	Iteration 166Q: 3 clusters Score -2456808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -2456811.250000 Penalty: 961.880127
	Iteration 167Q: 3 clusters Score -2456811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -2456811.250000 Penalty: 961.880127
	Iteration 168Q: 3 clusters Score -2456811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -2456812.000000 Penalty: 961.880127
	Iteration 169Q: 3 clusters Score -2456812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -2456813.000000 Penalty: 961.880127
	Iteration 170Q: 3 clusters Score -2456813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -2456813.250000 Penalty: 961.880127
	Iteration 171Q: 3 clusters Score -2456813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -2456815.000000 Penalty: 961.880127
	Iteration 172Q: 3 clusters Score -2456815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -2456816.500000 Penalty: 961.880127
	Iteration 173Q: 3 clusters Score -2456816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -2456816.500000 Penalty: 961.880127
	Iteration 174F: 3 clusters Score -2456816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Entering Unmasked Estep 
Score: -4859389.500000 Penalty: 512.747864
	Iteration 0F: 2 clusters Score -4859390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -4806885.000000 Penalty: 1025.495728
	Iteration 0F: 3 clusters Score -4806885 nChanged 38065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4830989.000000 Penalty: 1025.495728
	Iteration 1F: 3 clusters Score -4830989 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4833471.000000 Penalty: 1025.495728
	Iteration 2F: 3 clusters Score -4833471 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -4837500.500000 Penalty: 1025.495728
	Iteration 3F: 3 clusters Score -4837500 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4842736.000000 Penalty: 1025.495728
	Iteration 4F: 3 clusters Score -4842736 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4846857.500000 Penalty: 1025.495728
	Iteration 5F: 3 clusters Score -4846858 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4848342.500000 Penalty: 1025.495728
	Iteration 6Q: 3 clusters Score -4848342 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4848809.000000 Penalty: 1025.495728
	Iteration 7Q: 3 clusters Score -4848809 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4849060.000000 Penalty: 1025.495728
	Iteration 8Q: 3 clusters Score -4849060 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4849217.500000 Penalty: 1025.495728
	Iteration 9Q: 3 clusters Score -4849218 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4849381.000000 Penalty: 1025.495728
	Iteration 10Q: 3 clusters Score -4849381 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4849500.500000 Penalty: 1025.495728
	Iteration 11Q: 3 clusters Score -4849500 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 1025.495728
	Iteration 12Q: 3 clusters Score -4849648 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4849775.500000 Penalty: 1025.495728
	Iteration 13Q: 3 clusters Score -4849776 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4849935.000000 Penalty: 1025.495728
	Iteration 14Q: 3 clusters Score -4849935 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4849997.500000 Penalty: 1025.495728
	Iteration 15Q: 3 clusters Score -4849998 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4850134.000000 Penalty: 1025.495728
	Iteration 16Q: 3 clusters Score -4850134 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4850209.500000 Penalty: 1025.495728
	Iteration 17Q: 3 clusters Score -4850210 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4850300.500000 Penalty: 1025.495728
	Iteration 18Q: 3 clusters Score -4850300 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4850418.000000 Penalty: 1025.495728
	Iteration 19Q: 3 clusters Score -4850418 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4850507.000000 Penalty: 1025.495728
	Iteration 20F: 3 clusters Score -4850507 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4850579.500000 Penalty: 1025.495728
	Iteration 21Q: 3 clusters Score -4850580 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4850677.000000 Penalty: 1025.495728
	Iteration 22Q: 3 clusters Score -4850677 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4850737.500000 Penalty: 1025.495728
	Iteration 23Q: 3 clusters Score -4850738 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -4850805.500000 Penalty: 1025.495728
	Iteration 24Q: 3 clusters Score -4850806 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4850886.500000 Penalty: 1025.495728
	Iteration 25Q: 3 clusters Score -4850886 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4850950.500000 Penalty: 1025.495728
	Iteration 26Q: 3 clusters Score -4850950 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4851051.000000 Penalty: 1025.495728
	Iteration 27Q: 3 clusters Score -4851051 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4851156.500000 Penalty: 1025.495728
	Iteration 28Q: 3 clusters Score -4851156 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4851258.500000 Penalty: 1025.495728
	Iteration 29Q: 3 clusters Score -4851258 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -4851351.000000 Penalty: 1025.495728
	Iteration 30Q: 3 clusters Score -4851351 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4851448.000000 Penalty: 1025.495728
	Iteration 31Q: 3 clusters Score -4851448 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4851489.500000 Penalty: 1025.495728
	Iteration 32Q: 3 clusters Score -4851490 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4851603.500000 Penalty: 1025.495728
	Iteration 33Q: 3 clusters Score -4851604 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -4851739.500000 Penalty: 1025.495728
	Iteration 34Q: 3 clusters Score -4851740 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4851896.000000 Penalty: 1025.495728
	Iteration 35Q: 3 clusters Score -4851896 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4852035.500000 Penalty: 1025.495728
	Iteration 36Q: 3 clusters Score -4852036 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4852166.000000 Penalty: 1025.495728
	Iteration 37Q: 3 clusters Score -4852166 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4852340.500000 Penalty: 1025.495728
	Iteration 38Q: 3 clusters Score -4852340 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4852497.500000 Penalty: 1025.495728
	Iteration 39Q: 3 clusters Score -4852498 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4852704.000000 Penalty: 1025.495728
	Iteration 40F: 3 clusters Score -4852704 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4852927.000000 Penalty: 1025.495728
	Iteration 41Q: 3 clusters Score -4852927 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4853143.500000 Penalty: 1025.495728
	Iteration 42Q: 3 clusters Score -4853144 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4853385.000000 Penalty: 1025.495728
	Iteration 43Q: 3 clusters Score -4853385 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4853632.000000 Penalty: 1025.495728
	Iteration 44Q: 3 clusters Score -4853632 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -4853972.000000 Penalty: 1025.495728
	Iteration 45Q: 3 clusters Score -4853972 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4854289.500000 Penalty: 1025.495728
	Iteration 46Q: 3 clusters Score -4854290 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4854625.000000 Penalty: 1025.495728
	Iteration 47Q: 3 clusters Score -4854625 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4854985.500000 Penalty: 1025.495728
	Iteration 48Q: 3 clusters Score -4854986 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4855355.000000 Penalty: 1025.495728
	Iteration 49Q: 3 clusters Score -4855355 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -4855717.000000 Penalty: 1025.495728
	Iteration 50Q: 3 clusters Score -4855717 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4856099.000000 Penalty: 1025.495728
	Iteration 51Q: 3 clusters Score -4856099 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4856428.000000 Penalty: 1025.495728
	Iteration 52Q: 3 clusters Score -4856428 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4856718.000000 Penalty: 1025.495728
	Iteration 53Q: 3 clusters Score -4856718 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4857011.000000 Penalty: 1025.495728
	Iteration 54Q: 3 clusters Score -4857011 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4857274.000000 Penalty: 1025.495728
	Iteration 55Q: 3 clusters Score -4857274 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4857522.000000 Penalty: 1025.495728
	Iteration 56Q: 3 clusters Score -4857522 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4857759.500000 Penalty: 1025.495728
	Iteration 57Q: 3 clusters Score -4857760 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4857964.000000 Penalty: 1025.495728
	Iteration 58Q: 3 clusters Score -4857964 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4858147.500000 Penalty: 1025.495728
	Iteration 59Q: 3 clusters Score -4858148 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4858294.500000 Penalty: 1025.495728
	Iteration 60F: 3 clusters Score -4858294 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4858432.000000 Penalty: 1025.495728
	Iteration 61Q: 3 clusters Score -4858432 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4858537.500000 Penalty: 1025.495728
	Iteration 62Q: 3 clusters Score -4858538 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4858625.500000 Penalty: 1025.495728
	Iteration 63Q: 3 clusters Score -4858626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4858700.500000 Penalty: 1025.495728
	Iteration 64Q: 3 clusters Score -4858700 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4858742.000000 Penalty: 1025.495728
	Iteration 65Q: 3 clusters Score -4858742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4858788.000000 Penalty: 1025.495728
	Iteration 66Q: 3 clusters Score -4858788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4858804.000000 Penalty: 1025.495728
	Iteration 67Q: 3 clusters Score -4858804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4858827.500000 Penalty: 1025.495728
	Iteration 68Q: 3 clusters Score -4858828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4858848.000000 Penalty: 1025.495728
	Iteration 69Q: 3 clusters Score -4858848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4858861.000000 Penalty: 1025.495728
	Iteration 70Q: 3 clusters Score -4858861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4858877.500000 Penalty: 1025.495728
	Iteration 71Q: 3 clusters Score -4858878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4858900.500000 Penalty: 1025.495728
	Iteration 72Q: 3 clusters Score -4858900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4858908.500000 Penalty: 1025.495728
	Iteration 73Q: 3 clusters Score -4858908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4858914.000000 Penalty: 1025.495728
	Iteration 74Q: 3 clusters Score -4858914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4858918.000000 Penalty: 1025.495728
	Iteration 75Q: 3 clusters Score -4858918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4858919.500000 Penalty: 1025.495728
	Iteration 76Q: 3 clusters Score -4858920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4858930.500000 Penalty: 1025.495728
	Iteration 77Q: 3 clusters Score -4858930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4858938.000000 Penalty: 1025.495728
	Iteration 78Q: 3 clusters Score -4858938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4858948.000000 Penalty: 1025.495728
	Iteration 79Q: 3 clusters Score -4858948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4858951.500000 Penalty: 1025.495728
	Iteration 80F: 3 clusters Score -4858952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4858961.500000 Penalty: 1025.495728
	Iteration 81Q: 3 clusters Score -4858962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4858960.000000 Penalty: 1025.495728
	Iteration 82Q: 3 clusters Score -4858960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4858966.000000 Penalty: 1025.495728
	Iteration 83Q: 3 clusters Score -4858966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4858963.500000 Penalty: 1025.495728
	Iteration 84Q: 3 clusters Score -4858964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4858966.000000 Penalty: 1025.495728
	Iteration 85Q: 3 clusters Score -4858966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4858967.000000 Penalty: 1025.495728
	Iteration 86Q: 3 clusters Score -4858967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4858967.500000 Penalty: 1025.495728
	Iteration 87Q: 3 clusters Score -4858968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4858971.500000 Penalty: 1025.495728
	Iteration 88Q: 3 clusters Score -4858972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4858971.500000 Penalty: 1025.495728
	Iteration 89Q: 3 clusters Score -4858972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4858969.500000 Penalty: 1025.495728
	Iteration 90Q: 3 clusters Score -4858970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4858970.000000 Penalty: 1025.495728
	Iteration 91Q: 3 clusters Score -4858970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4858969.000000 Penalty: 1025.495728
	Iteration 92Q: 3 clusters Score -4858969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4858969.000000 Penalty: 1025.495728
	Iteration 93F: 3 clusters Score -4858969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Entering Unmasked Estep 
Score: -4544292.500000 Penalty: 510.236725
	Iteration 0F: 2 clusters Score -4544292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4494419.500000 Penalty: 1020.473450
	Iteration 0F: 3 clusters Score -4494420 nChanged 35995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -4516514.500000 Penalty: 1020.473450
	Iteration 1F: 3 clusters Score -4516514 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -4518844.000000 Penalty: 1020.473450
	Iteration 2F: 3 clusters Score -4518844 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -4522373.000000 Penalty: 1020.473450
	Iteration 3F: 3 clusters Score -4522373 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -4526987.000000 Penalty: 1020.473450
	Iteration 4F: 3 clusters Score -4526987 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -4531309.500000 Penalty: 1020.473450
	Iteration 5F: 3 clusters Score -4531310 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -4534285.000000 Penalty: 1020.473450
	Iteration 6F: 3 clusters Score -4534285 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -4535872.500000 Penalty: 1020.473450
	Iteration 7Q: 3 clusters Score -4535872 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -4536863.500000 Penalty: 1020.473450
	Iteration 8Q: 3 clusters Score -4536864 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -4537680.500000 Penalty: 1020.473450
	Iteration 9Q: 3 clusters Score -4537680 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -4538488.500000 Penalty: 1020.473450
	Iteration 10Q: 3 clusters Score -4538488 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -4539265.000000 Penalty: 1020.473450
	Iteration 11Q: 3 clusters Score -4539265 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -4540004.000000 Penalty: 1020.473450
	Iteration 12Q: 3 clusters Score -4540004 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -4540704.500000 Penalty: 1020.473450
	Iteration 13Q: 3 clusters Score -4540704 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -4541327.500000 Penalty: 1020.473450
	Iteration 14Q: 3 clusters Score -4541328 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -4541875.000000 Penalty: 1020.473450
	Iteration 15Q: 3 clusters Score -4541875 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -4542365.500000 Penalty: 1020.473450
	Iteration 16Q: 3 clusters Score -4542366 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -4542769.000000 Penalty: 1020.473450
	Iteration 17Q: 3 clusters Score -4542769 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -4543028.000000 Penalty: 1020.473450
	Iteration 18Q: 3 clusters Score -4543028 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -4543233.000000 Penalty: 1020.473450
	Iteration 19Q: 3 clusters Score -4543233 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -4543400.500000 Penalty: 1020.473450
	Iteration 20F: 3 clusters Score -4543400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -4543516.500000 Penalty: 1020.473450
	Iteration 21Q: 3 clusters Score -4543516 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -4543624.500000 Penalty: 1020.473450
	Iteration 22Q: 3 clusters Score -4543624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -4543719.500000 Penalty: 1020.473450
	Iteration 23Q: 3 clusters Score -4543720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -4543791.500000 Penalty: 1020.473450
	Iteration 24Q: 3 clusters Score -4543792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -4543834.000000 Penalty: 1020.473450
	Iteration 25Q: 3 clusters Score -4543834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -4543843.000000 Penalty: 1020.473450
	Iteration 26Q: 3 clusters Score -4543843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -4543863.000000 Penalty: 1020.473450
	Iteration 27Q: 3 clusters Score -4543863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -4543871.500000 Penalty: 1020.473450
	Iteration 28Q: 3 clusters Score -4543872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -4543887.000000 Penalty: 1020.473450
	Iteration 29Q: 3 clusters Score -4543887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -4543888.500000 Penalty: 1020.473450
	Iteration 30Q: 3 clusters Score -4543888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -4543898.000000 Penalty: 1020.473450
	Iteration 31Q: 3 clusters Score -4543898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -4543904.500000 Penalty: 1020.473450
	Iteration 32Q: 3 clusters Score -4543904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -4543916.000000 Penalty: 1020.473450
	Iteration 33Q: 3 clusters Score -4543916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -4543911.500000 Penalty: 1020.473450
	Iteration 34Q: 3 clusters Score -4543912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -4543913.500000 Penalty: 1020.473450
	Iteration 35Q: 3 clusters Score -4543914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -4543914.500000 Penalty: 1020.473450
	Iteration 36Q: 3 clusters Score -4543914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -4543916.500000 Penalty: 1020.473450
	Iteration 37Q: 3 clusters Score -4543916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -4543921.000000 Penalty: 1020.473450
	Iteration 38Q: 3 clusters Score -4543921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -4543921.500000 Penalty: 1020.473450
	Iteration 39Q: 3 clusters Score -4543922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -4543921.500000 Penalty: 1020.473450
	Iteration 40F: 3 clusters Score -4543922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -39856.796875 Penalty: 304.715057
	Iteration 0F: 2 clusters Score -39856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39237.531250 Penalty: 609.430115
	Iteration 0F: 3 clusters Score -39237.53 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -39938.914062 Penalty: 609.430115
	Iteration 1F: 3 clusters Score -39938.91 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40429.500000 Penalty: 609.430115
	Iteration 2F: 3 clusters Score -40429.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40554.046875 Penalty: 609.430115
	Iteration 3F: 3 clusters Score -40554.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40661.722656 Penalty: 609.430115
	Iteration 4Q: 3 clusters Score -40661.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40708.878906 Penalty: 609.430115
	Iteration 5Q: 3 clusters Score -40708.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40741.625000 Penalty: 609.430115
	Iteration 6Q: 3 clusters Score -40741.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40796.808594 Penalty: 609.430115
	Iteration 7Q: 3 clusters Score -40796.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40877.898438 Penalty: 609.430115
	Iteration 8Q: 3 clusters Score -40877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40889.667969 Penalty: 609.430115
	Iteration 9Q: 3 clusters Score -40889.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40933.851562 Penalty: 609.430115
	Iteration 10Q: 3 clusters Score -40933.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40932.285156 Penalty: 609.430115
	Iteration 11Q: 3 clusters Score -40932.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40946.660156 Penalty: 609.430115
	Iteration 12F: 3 clusters Score -40946.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -41001.238281 Penalty: 609.430115
	Iteration 13Q: 3 clusters Score -41001.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41007.558594 Penalty: 609.430115
	Iteration 14Q: 3 clusters Score -41007.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41007.558594 Penalty: 609.430115
	Iteration 15F: 3 clusters Score -41007.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 614 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Entering Unmasked Estep 
Score: -53258796.000000 Penalty: 26819.767578
Splitting cluster 11 changes total score from -53257788.000000 to -53258796.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -43280.800781 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -43280.8 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 327 members 
Entering Unmasked Estep 
Score: -42716.390625 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -42716.39 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42923.605469 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -42923.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43019.296875 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -43019.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43163.996094 Penalty: 584.219543
	Iteration 3F: 3 clusters Score -43164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43355.230469 Penalty: 584.219543
	Iteration 4F: 3 clusters Score -43355.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43453.937500 Penalty: 584.219543
	Iteration 5F: 3 clusters Score -43453.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -43497.855469 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -43497.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43526.496094 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -43526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43556.769531 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -43556.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43611.878906 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -43611.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -43648.851562 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -43648.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43685.933594 Penalty: 584.219543
	Iteration 11Q: 3 clusters Score -43685.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -43722.632812 Penalty: 584.219543
	Iteration 12Q: 3 clusters Score -43722.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -43748.750000 Penalty: 584.219543
	Iteration 13Q: 3 clusters Score -43748.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43762.652344 Penalty: 584.219543
	Iteration 14Q: 3 clusters Score -43762.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43768.871094 Penalty: 584.219543
	Iteration 15Q: 3 clusters Score -43768.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43769.601562 Penalty: 584.219543
	Iteration 16Q: 3 clusters Score -43769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43769.839844 Penalty: 584.219543
	Iteration 17Q: 3 clusters Score -43769.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43771.066406 Penalty: 584.219543
	Iteration 18F: 3 clusters Score -43771.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43777.585938 Penalty: 584.219543
	Iteration 19Q: 3 clusters Score -43777.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43777.804688 Penalty: 584.219543
	Iteration 20F: 3 clusters Score -43777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Entering Unmasked Estep 
Score: -53258988.000000 Penalty: 27443.482422
Splitting cluster 12 changes total score from -53257788.000000 to -53258988.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (25337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Entering Unmasked Estep 
Score: -1632859.250000 Penalty: 461.370972
	Iteration 0F: 2 clusters Score -1632859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1616038.125000 Penalty: 922.741943
	Iteration 0F: 3 clusters Score -1616038 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1622979.500000 Penalty: 922.741943
	Iteration 1F: 3 clusters Score -1622980 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1623260.500000 Penalty: 922.741943
	Iteration 2Q: 3 clusters Score -1623260 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1623682.625000 Penalty: 922.741943
	Iteration 3Q: 3 clusters Score -1623683 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1624459.875000 Penalty: 922.741943
	Iteration 4F: 3 clusters Score -1624460 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1625799.000000 Penalty: 922.741943
	Iteration 5F: 3 clusters Score -1625799 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1627599.875000 Penalty: 922.741943
	Iteration 6F: 3 clusters Score -1627600 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1628921.875000 Penalty: 922.741943
	Iteration 7F: 3 clusters Score -1628922 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1629399.250000 Penalty: 922.741943
	Iteration 8Q: 3 clusters Score -1629399 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1629585.375000 Penalty: 922.741943
	Iteration 9Q: 3 clusters Score -1629585 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1629702.000000 Penalty: 922.741943
	Iteration 10Q: 3 clusters Score -1629702 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1629819.500000 Penalty: 922.741943
	Iteration 11Q: 3 clusters Score -1629820 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1629959.000000 Penalty: 922.741943
	Iteration 12Q: 3 clusters Score -1629959 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1630083.750000 Penalty: 922.741943
	Iteration 13Q: 3 clusters Score -1630084 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1630223.625000 Penalty: 922.741943
	Iteration 14Q: 3 clusters Score -1630224 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1630365.875000 Penalty: 922.741943
	Iteration 15Q: 3 clusters Score -1630366 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1630503.250000 Penalty: 922.741943
	Iteration 16Q: 3 clusters Score -1630503 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1630646.000000 Penalty: 922.741943
	Iteration 17Q: 3 clusters Score -1630646 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1630791.875000 Penalty: 922.741943
	Iteration 18Q: 3 clusters Score -1630792 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1630918.375000 Penalty: 922.741943
	Iteration 19Q: 3 clusters Score -1630918 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1631044.750000 Penalty: 922.741943
	Iteration 20F: 3 clusters Score -1631045 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1631183.250000 Penalty: 922.741943
	Iteration 21Q: 3 clusters Score -1631183 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1631322.500000 Penalty: 922.741943
	Iteration 22Q: 3 clusters Score -1631322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1631449.250000 Penalty: 922.741943
	Iteration 23Q: 3 clusters Score -1631449 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1631581.375000 Penalty: 922.741943
	Iteration 24Q: 3 clusters Score -1631581 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1631698.125000 Penalty: 922.741943
	Iteration 25Q: 3 clusters Score -1631698 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1631809.250000 Penalty: 922.741943
	Iteration 26Q: 3 clusters Score -1631809 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1631890.250000 Penalty: 922.741943
	Iteration 27Q: 3 clusters Score -1631890 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1631970.000000 Penalty: 922.741943
	Iteration 28Q: 3 clusters Score -1631970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1632027.000000 Penalty: 922.741943
	Iteration 29Q: 3 clusters Score -1632027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1632073.625000 Penalty: 922.741943
	Iteration 30Q: 3 clusters Score -1632074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1632135.125000 Penalty: 922.741943
	Iteration 31Q: 3 clusters Score -1632135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1632179.750000 Penalty: 922.741943
	Iteration 32Q: 3 clusters Score -1632180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1632216.750000 Penalty: 922.741943
	Iteration 33Q: 3 clusters Score -1632217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1632251.125000 Penalty: 922.741943
	Iteration 34Q: 3 clusters Score -1632251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1632290.000000 Penalty: 922.741943
	Iteration 35Q: 3 clusters Score -1632290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1632320.750000 Penalty: 922.741943
	Iteration 36Q: 3 clusters Score -1632321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1632339.500000 Penalty: 922.741943
	Iteration 37Q: 3 clusters Score -1632340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1632356.375000 Penalty: 922.741943
	Iteration 38Q: 3 clusters Score -1632356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1632372.125000 Penalty: 922.741943
	Iteration 39Q: 3 clusters Score -1632372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1632392.000000 Penalty: 922.741943
	Iteration 40F: 3 clusters Score -1632392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1632407.500000 Penalty: 922.741943
	Iteration 41Q: 3 clusters Score -1632408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1632417.250000 Penalty: 922.741943
	Iteration 42Q: 3 clusters Score -1632417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1632428.500000 Penalty: 922.741943
	Iteration 43Q: 3 clusters Score -1632428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1632432.875000 Penalty: 922.741943
	Iteration 44Q: 3 clusters Score -1632433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1632433.625000 Penalty: 922.741943
	Iteration 45Q: 3 clusters Score -1632434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1632437.250000 Penalty: 922.741943
	Iteration 46Q: 3 clusters Score -1632437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1632440.500000 Penalty: 922.741943
	Iteration 47Q: 3 clusters Score -1632440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1632448.375000 Penalty: 922.741943
	Iteration 48Q: 3 clusters Score -1632448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1632459.500000 Penalty: 922.741943
	Iteration 49Q: 3 clusters Score -1632460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1632463.250000 Penalty: 922.741943
	Iteration 50Q: 3 clusters Score -1632463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1632467.375000 Penalty: 922.741943
	Iteration 51Q: 3 clusters Score -1632467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1632467.375000 Penalty: 922.741943
	Iteration 52Q: 3 clusters Score -1632467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1632467.375000 Penalty: 922.741943
	Iteration 53F: 3 clusters Score -1632467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Entering Unmasked Estep 
Score: -5567398.500000 Penalty: 519.145691
	Iteration 0F: 2 clusters Score -5567398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5509087.000000 Penalty: 1038.291382
	Iteration 0F: 3 clusters Score -5509087 nChanged 43758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5534963.000000 Penalty: 1038.291382
	Iteration 1F: 3 clusters Score -5534963 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -5535881.000000 Penalty: 1038.291382
	Iteration 2Q: 3 clusters Score -5535881 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -5537392.500000 Penalty: 1038.291382
	Iteration 3Q: 3 clusters Score -5537392 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -5540229.500000 Penalty: 1038.291382
	Iteration 4Q: 3 clusters Score -5540230 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -5544731.500000 Penalty: 1038.291382
	Iteration 5F: 3 clusters Score -5544732 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -5550089.500000 Penalty: 1038.291382
	Iteration 6F: 3 clusters Score -5550090 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -5554578.000000 Penalty: 1038.291382
	Iteration 7F: 3 clusters Score -5554578 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -5557295.000000 Penalty: 1038.291382
	Iteration 8Q: 3 clusters Score -5557295 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -5559029.000000 Penalty: 1038.291382
	Iteration 9Q: 3 clusters Score -5559029 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -5560174.000000 Penalty: 1038.291382
	Iteration 10Q: 3 clusters Score -5560174 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -5561133.500000 Penalty: 1038.291382
	Iteration 11Q: 3 clusters Score -5561134 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -5562319.500000 Penalty: 1038.291382
	Iteration 12Q: 3 clusters Score -5562320 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -5563234.000000 Penalty: 1038.291382
	Iteration 13Q: 3 clusters Score -5563234 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -5563995.500000 Penalty: 1038.291382
	Iteration 14Q: 3 clusters Score -5563996 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -5564634.000000 Penalty: 1038.291382
	Iteration 15Q: 3 clusters Score -5564634 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -5565051.500000 Penalty: 1038.291382
	Iteration 16Q: 3 clusters Score -5565052 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -5565461.000000 Penalty: 1038.291382
	Iteration 17Q: 3 clusters Score -5565461 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -5565762.500000 Penalty: 1038.291382
	Iteration 18Q: 3 clusters Score -5565762 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -5565940.500000 Penalty: 1038.291382
	Iteration 19Q: 3 clusters Score -5565940 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -5566130.500000 Penalty: 1038.291382
	Iteration 20F: 3 clusters Score -5566130 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -5566292.500000 Penalty: 1038.291382
	Iteration 21Q: 3 clusters Score -5566292 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -5566401.500000 Penalty: 1038.291382
	Iteration 22Q: 3 clusters Score -5566402 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -5566485.000000 Penalty: 1038.291382
	Iteration 23Q: 3 clusters Score -5566485 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -5566598.500000 Penalty: 1038.291382
	Iteration 24Q: 3 clusters Score -5566598 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -5566689.500000 Penalty: 1038.291382
	Iteration 25Q: 3 clusters Score -5566690 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -5566782.000000 Penalty: 1038.291382
	Iteration 26Q: 3 clusters Score -5566782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -5566849.000000 Penalty: 1038.291382
	Iteration 27Q: 3 clusters Score -5566849 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -5566879.000000 Penalty: 1038.291382
	Iteration 28Q: 3 clusters Score -5566879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -5566891.500000 Penalty: 1038.291382
	Iteration 29Q: 3 clusters Score -5566892 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -5566935.000000 Penalty: 1038.291382
	Iteration 30Q: 3 clusters Score -5566935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -5566964.500000 Penalty: 1038.291382
	Iteration 31Q: 3 clusters Score -5566964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -5566972.000000 Penalty: 1038.291382
	Iteration 32Q: 3 clusters Score -5566972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -5566985.000000 Penalty: 1038.291382
	Iteration 33Q: 3 clusters Score -5566985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -5567006.500000 Penalty: 1038.291382
	Iteration 34Q: 3 clusters Score -5567006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -5567017.500000 Penalty: 1038.291382
	Iteration 35Q: 3 clusters Score -5567018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -5567020.500000 Penalty: 1038.291382
	Iteration 36Q: 3 clusters Score -5567020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -5567025.500000 Penalty: 1038.291382
	Iteration 37Q: 3 clusters Score -5567026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -5567030.000000 Penalty: 1038.291382
	Iteration 38Q: 3 clusters Score -5567030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -5567027.500000 Penalty: 1038.291382
	Iteration 39Q: 3 clusters Score -5567028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -5567030.500000 Penalty: 1038.291382
	Iteration 40F: 3 clusters Score -5567030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -5567035.000000 Penalty: 1038.291382
	Iteration 41Q: 3 clusters Score -5567035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -5567034.000000 Penalty: 1038.291382
	Iteration 42Q: 3 clusters Score -5567034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -5567035.500000 Penalty: 1038.291382
	Iteration 43Q: 3 clusters Score -5567036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -5567038.000000 Penalty: 1038.291382
	Iteration 44Q: 3 clusters Score -5567038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -5567039.500000 Penalty: 1038.291382
	Iteration 45Q: 3 clusters Score -5567040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -5567040.000000 Penalty: 1038.291382
	Iteration 46Q: 3 clusters Score -5567040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -5567040.500000 Penalty: 1038.291382
	Iteration 47Q: 3 clusters Score -5567040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -5567044.000000 Penalty: 1038.291382
	Iteration 48Q: 3 clusters Score -5567044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -5567044.000000 Penalty: 1038.291382
	Iteration 49Q: 3 clusters Score -5567044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -5567040.500000 Penalty: 1038.291382
	Iteration 50Q: 3 clusters Score -5567040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -5567040.500000 Penalty: 1038.291382
	Iteration 51Q: 3 clusters Score -5567040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -5567041.000000 Penalty: 1038.291382
	Iteration 52Q: 3 clusters Score -5567041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -5567041.000000 Penalty: 1038.291382
	Iteration 53F: 3 clusters Score -5567041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (147926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Entering Unmasked Estep 
Score: -8998559.000000 Penalty: 541.653259
	Iteration 0F: 2 clusters Score -8998559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -8903793.000000 Penalty: 1083.306519
	Iteration 0F: 3 clusters Score -8903793 nChanged 72525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -8950073.000000 Penalty: 1083.306519
	Iteration 1F: 3 clusters Score -8950073 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -8954110.000000 Penalty: 1083.306519
	Iteration 2F: 3 clusters Score -8954110 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -8959804.000000 Penalty: 1083.306519
	Iteration 3F: 3 clusters Score -8959804 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -8966979.000000 Penalty: 1083.306519
	Iteration 4F: 3 clusters Score -8966979 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -8973888.000000 Penalty: 1083.306519
	Iteration 5F: 3 clusters Score -8973888 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -8978821.000000 Penalty: 1083.306519
	Iteration 6F: 3 clusters Score -8978821 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 115848 members 
Entering Unmasked Estep 
Score: -8981712.000000 Penalty: 1083.306519
	Iteration 7Q: 3 clusters Score -8981712 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 116523 members 
Entering Unmasked Estep 
Score: -8983012.000000 Penalty: 1083.306519
	Iteration 8Q: 3 clusters Score -8983012 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 116776 members 
Entering Unmasked Estep 
Score: -8983587.000000 Penalty: 1083.306519
	Iteration 9Q: 3 clusters Score -8983587 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -8983863.000000 Penalty: 1083.306519
	Iteration 10Q: 3 clusters Score -8983863 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -8984064.000000 Penalty: 1083.306519
	Iteration 11Q: 3 clusters Score -8984064 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 116925 members 
Entering Unmasked Estep 
Score: -8984345.000000 Penalty: 1083.306519
	Iteration 12Q: 3 clusters Score -8984345 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -8984501.000000 Penalty: 1083.306519
	Iteration 13Q: 3 clusters Score -8984501 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 116856 members 
Entering Unmasked Estep 
Score: -8984711.000000 Penalty: 1083.306519
	Iteration 14Q: 3 clusters Score -8984711 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -8984981.000000 Penalty: 1083.306519
	Iteration 15Q: 3 clusters Score -8984981 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
Score: -8985200.000000 Penalty: 1083.306519
	Iteration 16Q: 3 clusters Score -8985200 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -8985421.000000 Penalty: 1083.306519
	Iteration 17Q: 3 clusters Score -8985421 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -8985721.000000 Penalty: 1083.306519
	Iteration 18Q: 3 clusters Score -8985721 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 117644 members 
Entering Unmasked Estep 
Score: -8985982.000000 Penalty: 1083.306519
	Iteration 19Q: 3 clusters Score -8985982 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -8986121.000000 Penalty: 1083.306519
	Iteration 20F: 3 clusters Score -8986121 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -8986323.000000 Penalty: 1083.306519
	Iteration 21Q: 3 clusters Score -8986323 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -8986558.000000 Penalty: 1083.306519
	Iteration 22Q: 3 clusters Score -8986558 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -8986766.000000 Penalty: 1083.306519
	Iteration 23Q: 3 clusters Score -8986766 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -8986967.000000 Penalty: 1083.306519
	Iteration 24Q: 3 clusters Score -8986967 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -8987147.000000 Penalty: 1083.306519
	Iteration 25Q: 3 clusters Score -8987147 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -8987295.000000 Penalty: 1083.306519
	Iteration 26Q: 3 clusters Score -8987295 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -8987515.000000 Penalty: 1083.306519
	Iteration 27Q: 3 clusters Score -8987515 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 121112 members 
Entering Unmasked Estep 
Score: -8987693.000000 Penalty: 1083.306519
	Iteration 28Q: 3 clusters Score -8987693 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -8987837.000000 Penalty: 1083.306519
	Iteration 29Q: 3 clusters Score -8987837 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -8988011.000000 Penalty: 1083.306519
	Iteration 30Q: 3 clusters Score -8988011 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -8988133.000000 Penalty: 1083.306519
	Iteration 31Q: 3 clusters Score -8988133 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 123126 members 
Entering Unmasked Estep 
Score: -8988362.000000 Penalty: 1083.306519
	Iteration 32Q: 3 clusters Score -8988362 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -8988593.000000 Penalty: 1083.306519
	Iteration 33Q: 3 clusters Score -8988593 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -8988797.000000 Penalty: 1083.306519
	Iteration 34Q: 3 clusters Score -8988797 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 124871 members 
Entering Unmasked Estep 
Score: -8988976.000000 Penalty: 1083.306519
	Iteration 35Q: 3 clusters Score -8988976 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 125523 members 
Entering Unmasked Estep 
Score: -8989215.000000 Penalty: 1083.306519
	Iteration 36Q: 3 clusters Score -8989215 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -8989482.000000 Penalty: 1083.306519
	Iteration 37Q: 3 clusters Score -8989482 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -8989707.000000 Penalty: 1083.306519
	Iteration 38Q: 3 clusters Score -8989707 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -8989964.000000 Penalty: 1083.306519
	Iteration 39Q: 3 clusters Score -8989964 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -8990276.000000 Penalty: 1083.306519
	Iteration 40F: 3 clusters Score -8990276 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -8990623.000000 Penalty: 1083.306519
	Iteration 41Q: 3 clusters Score -8990623 nChanged 880
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 130280 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8991024 nChanged 879
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8991353 nChanged 884
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8991779 nChanged 887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 132928 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8992176 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 133762 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8992548 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 134569 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8992928 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -8993238.000000 Penalty: 1083.306519
	Iteration 48Q: 3 clusters Score -8993238 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -8993593.000000 Penalty: 1083.306519
	Iteration 49Q: 3 clusters Score -8993593 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -8993951.000000 Penalty: 1083.306519
	Iteration 50Q: 3 clusters Score -8993951 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -8994257.000000 Penalty: 1083.306519
	Iteration 51Q: 3 clusters Score -8994257 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -8994550.000000 Penalty: 1083.306519
	Iteration 52Q: 3 clusters Score -8994550 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 139020 members 
Entering Unmasked Estep 
Score: -8994823.000000 Penalty: 1083.306519
	Iteration 53Q: 3 clusters Score -8994823 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8995117 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8995453 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 140840 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8995721 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8995990 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8996201 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -8996392.000000 Penalty: 1083.306519
	Iteration 59Q: 3 clusters Score -8996392 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -8996585.000000 Penalty: 1083.306519
	Iteration 60F: 3 clusters Score -8996585 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 143151 members 
Entering Unmasked Estep 
Score: -8996746.000000 Penalty: 1083.306519
	Iteration 61Q: 3 clusters Score -8996746 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 143509 members 
Entering Unmasked Estep 
Score: -8996883.000000 Penalty: 1083.306519
	Iteration 62Q: 3 clusters Score -8996883 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8997024 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -8997155.000000 Penalty: 1083.306519
	Iteration 64Q: 3 clusters Score -8997155 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 144340 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8997269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 144539 members 
Entering Unmasked Estep 
Score: -8997325.000000 Penalty: 1083.306519
	Iteration 66Q: 3 clusters Score -8997325 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 144722 members 
Entering Unmasked Estep 
Score: -8997385.000000 Penalty: 1083.306519
	Iteration 67Q: 3 clusters Score -8997385 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8997429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 145047 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8997493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 145163 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8997532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 145270 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8997587 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8997634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8997680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 145556 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8997729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8997737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -8997753.000000 Penalty: 1083.306519
	Iteration 76Q: 3 clusters Score -8997753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 145764 members 
Entering Unmasked Estep 
Score: -8997773.000000 Penalty: 1083.306519
	Iteration 77Q: 3 clusters Score -8997773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -8997822.000000 Penalty: 1083.306519
	Iteration 78Q: 3 clusters Score -8997822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -8997849.000000 Penalty: 1083.306519
	Iteration 79Q: 3 clusters Score -8997849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 145912 members 
Entering Unmasked Estep 
Score: -8997859.000000 Penalty: 1083.306519
	Iteration 80F: 3 clusters Score -8997859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8997870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8997876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8997886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8997887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 146037 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8997893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 146047 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8997908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 146057 members 
Entering Unmasked Estep 
Score: -8997905.000000 Penalty: 1083.306519
	Iteration 87Q: 3 clusters Score -8997905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -8997901.000000 Penalty: 1083.306519
	Iteration 88Q: 3 clusters Score -8997901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8997904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 146090 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8997905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 146101 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8997908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 146112 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8997919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -8997922.000000 Penalty: 1083.306519
	Iteration 93Q: 3 clusters Score -8997922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 146131 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8997922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 146135 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8997914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 146138 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8997917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 146143 members 
Entering Unmasked Estep 
Score: -8997928.000000 Penalty: 1083.306519
	Iteration 97Q: 3 clusters Score -8997928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 146147 members 
Entering Unmasked Estep 
Score: -8997930.000000 Penalty: 1083.306519
	Iteration 98Q: 3 clusters Score -8997930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -8997931.000000 Penalty: 1083.306519
	Iteration 99Q: 3 clusters Score -8997931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 146163 members 
Entering Unmasked Estep 
Score: -8997938.000000 Penalty: 1083.306519
	Iteration 100F: 3 clusters Score -8997938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 146173 members 
Entering Unmasked Estep 
Score: -8997943.000000 Penalty: 1083.306519
	Iteration 101Q: 3 clusters Score -8997943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -8997945.000000 Penalty: 1083.306519
	Iteration 102Q: 3 clusters Score -8997945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 146186 members 
Entering Unmasked Estep 
Score: -8997953.000000 Penalty: 1083.306519
	Iteration 103Q: 3 clusters Score -8997953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -8997959.000000 Penalty: 1083.306519
	Iteration 104Q: 3 clusters Score -8997959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 146193 members 
Entering Unmasked Estep 
Score: -8997959.000000 Penalty: 1083.306519
	Iteration 105Q: 3 clusters Score -8997959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -8997955.000000 Penalty: 1083.306519
	Iteration 106Q: 3 clusters Score -8997955 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8997956 nChanged 0
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -8997956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88154 members 
Entering Unmasked Estep 
Score: -5420605.500000 Penalty: 518.101257
	Iteration 0F: 2 clusters Score -5420606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5361700 nChanged 43003
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Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5388714 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5390670 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5393710 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5397938 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -5402737.000000 Penalty: 1036.202515
	Iteration 5F: 3 clusters Score -5402737 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5406592.500000 Penalty: 1036.202515
	Iteration 6F: 3 clusters Score -5406592 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5408724.500000 Penalty: 1036.202515
	Iteration 7Q: 3 clusters Score -5408724 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5409822.000000 Penalty: 1036.202515
	Iteration 8Q: 3 clusters Score -5409822 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5410522 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5411216 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5411857.500000 Penalty: 1036.202515
	Iteration 11Q: 3 clusters Score -5411858 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5412534.500000 Penalty: 1036.202515
	Iteration 12Q: 3 clusters Score -5412534 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -5413270.500000 Penalty: 1036.202515
	Iteration 13Q: 3 clusters Score -5413270 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5414128.500000 Penalty: 1036.202515
	Iteration 14Q: 3 clusters Score -5414128 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -5414943.500000 Penalty: 1036.202515
	Iteration 15Q: 3 clusters Score -5414944 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5415841.000000 Penalty: 1036.202515
	Iteration 16Q: 3 clusters Score -5415841 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5416737.500000 Penalty: 1036.202515
	Iteration 17Q: 3 clusters Score -5416738 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -5417542.500000 Penalty: 1036.202515
	Iteration 18Q: 3 clusters Score -5417542 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5418241.500000 Penalty: 1036.202515
	Iteration 19Q: 3 clusters Score -5418242 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5418833.500000 Penalty: 1036.202515
	Iteration 20F: 3 clusters Score -5418834 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5419208.500000 Penalty: 1036.202515
	Iteration 21Q: 3 clusters Score -5419208 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5419502.500000 Penalty: 1036.202515
	Iteration 22Q: 3 clusters Score -5419502 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5419702.000000 Penalty: 1036.202515
	Iteration 23Q: 3 clusters Score -5419702 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5419839.000000 Penalty: 1036.202515
	Iteration 24Q: 3 clusters Score -5419839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5419944.500000 Penalty: 1036.202515
	Iteration 25Q: 3 clusters Score -5419944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5420015.500000 Penalty: 1036.202515
	Iteration 26Q: 3 clusters Score -5420016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5420046.000000 Penalty: 1036.202515
	Iteration 27Q: 3 clusters Score -5420046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5420079.000000 Penalty: 1036.202515
	Iteration 28Q: 3 clusters Score -5420079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5420097.000000 Penalty: 1036.202515
	Iteration 29Q: 3 clusters Score -5420097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5420111.500000 Penalty: 1036.202515
	Iteration 30Q: 3 clusters Score -5420112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5420136.000000 Penalty: 1036.202515
	Iteration 31Q: 3 clusters Score -5420136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5420157.000000 Penalty: 1036.202515
	Iteration 32Q: 3 clusters Score -5420157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5420163.000000 Penalty: 1036.202515
	Iteration 33Q: 3 clusters Score -5420163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5420161.500000 Penalty: 1036.202515
	Iteration 34Q: 3 clusters Score -5420162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5420163.000000 Penalty: 1036.202515
	Iteration 35Q: 3 clusters Score -5420163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5420163.000000 Penalty: 1036.202515
	Iteration 36Q: 3 clusters Score -5420163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5420162.500000 Penalty: 1036.202515
	Iteration 37Q: 3 clusters Score -5420162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5420168.000000 Penalty: 1036.202515
	Iteration 38Q: 3 clusters Score -5420168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5420167.000000 Penalty: 1036.202515
	Iteration 39Q: 3 clusters Score -5420167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5420167.000000 Penalty: 1036.202515
	Iteration 40F: 3 clusters Score -5420167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5420162.500000 Penalty: 1036.202515
	Iteration 41Q: 3 clusters Score -5420162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5420164.500000 Penalty: 1036.202515
	Iteration 42Q: 3 clusters Score -5420164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5420166.500000 Penalty: 1036.202515
	Iteration 43Q: 3 clusters Score -5420166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5420168.500000 Penalty: 1036.202515
	Iteration 44Q: 3 clusters Score -5420168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5420172.500000 Penalty: 1036.202515
	Iteration 45Q: 3 clusters Score -5420172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5420172.500000 Penalty: 1036.202515
	Iteration 46F: 3 clusters Score -5420172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -39049.503906 Penalty: 294.138763
	Iteration 0F: 2 clusters Score -39049.5 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 304 members 
Entering Unmasked Estep 
Score: -38482.183594 Penalty: 588.277527
	Iteration 0F: 3 clusters Score -38482.18 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38712.187500 Penalty: 588.277527
	Iteration 1F: 3 clusters Score -38712.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38826.742188 Penalty: 588.277527
	Iteration 2F: 3 clusters Score -38826.74 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38921.078125 Penalty: 588.277527
	Iteration 3F: 3 clusters Score -38921.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38978.648438 Penalty: 588.277527
	Iteration 4F: 3 clusters Score -38978.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39038.703125 Penalty: 588.277527
	Iteration 5F: 3 clusters Score -39038.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39068.902344 Penalty: 588.277527
	Iteration 6Q: 3 clusters Score -39068.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39078.687500 Penalty: 588.277527
	Iteration 7Q: 3 clusters Score -39078.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39081.468750 Penalty: 588.277527
	Iteration 8Q: 3 clusters Score -39081.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39082.542969 Penalty: 588.277527
	Iteration 9Q: 3 clusters Score -39082.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39083.265625 Penalty: 588.277527
	Iteration 10Q: 3 clusters Score -39083.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39085.367188 Penalty: 588.277527
	Iteration 11Q: 3 clusters Score -39085.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39097.074219 Penalty: 588.277527
	Iteration 12Q: 3 clusters Score -39097.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39107.269531 Penalty: 588.277527
	Iteration 13Q: 3 clusters Score -39107.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39113.566406 Penalty: 588.277527
	Iteration 14Q: 3 clusters Score -39113.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39121.980469 Penalty: 588.277527
	Iteration 15Q: 3 clusters Score -39121.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39130.230469 Penalty: 588.277527
	Iteration 16Q: 3 clusters Score -39130.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39132.187500 Penalty: 588.277527
	Iteration 17Q: 3 clusters Score -39132.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39134.265625 Penalty: 588.277527
	Iteration 18Q: 3 clusters Score -39134.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39135.242188 Penalty: 588.277527
	Iteration 19Q: 3 clusters Score -39135.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39135.242188 Penalty: 588.277527
	Iteration 20F: 3 clusters Score -39135.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Entering Unmasked Estep 
Score: -53258748.000000 Penalty: 28067.199219
Splitting cluster 17 changes total score from -53257788.000000 to -53258748.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 18 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -99826.968750 Penalty: 334.214111
	Iteration 0F: 2 clusters Score -99826.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -98717.640625 Penalty: 668.428223
	Iteration 0F: 3 clusters Score -98717.64 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -99182.312500 Penalty: 668.428223
	Iteration 1F: 3 clusters Score -99182.31 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -99308.281250 Penalty: 668.428223
	Iteration 2F: 3 clusters Score -99308.28 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -99432.906250 Penalty: 668.428223
	Iteration 3F: 3 clusters Score -99432.91 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -99549.773438 Penalty: 668.428223
	Iteration 4F: 3 clusters Score -99549.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99675.484375 Penalty: 668.428223
	Iteration 5F: 3 clusters Score -99675.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99787.843750 Penalty: 668.428223
	Iteration 6Q: 3 clusters Score -99787.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -99865.468750 Penalty: 668.428223
	Iteration 7Q: 3 clusters Score -99865.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99899.757812 Penalty: 668.428223
	Iteration 8Q: 3 clusters Score -99899.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99917.210938 Penalty: 668.428223
	Iteration 9Q: 3 clusters Score -99917.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99928.679688 Penalty: 668.428223
	Iteration 10Q: 3 clusters Score -99928.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99942.937500 Penalty: 668.428223
	Iteration 11Q: 3 clusters Score -99942.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99957.875000 Penalty: 668.428223
	Iteration 12Q: 3 clusters Score -99957.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -99976.070312 Penalty: 668.428223
	Iteration 13Q: 3 clusters Score -99976.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -99985.812500 Penalty: 668.428223
	Iteration 14Q: 3 clusters Score -99985.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -99988.085938 Penalty: 668.428223
	Iteration 15Q: 3 clusters Score -99988.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -99988.289062 Penalty: 668.428223
	Iteration 16Q: 3 clusters Score -99988.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -99988.289062 Penalty: 668.428223
	Iteration 17F: 3 clusters Score -99988.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Entering Unmasked Estep 
Score: -53258572.000000 Penalty: 28690.914062
Splitting cluster 18 changes total score from -53257788.000000 to -53258572.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -270074.875000 Penalty: 383.370972
	Iteration 0F: 2 clusters Score -270074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -267004.593750 Penalty: 766.741943
	Iteration 0F: 3 clusters Score -267004.6 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -268430.187500 Penalty: 766.741943
	Iteration 1F: 3 clusters Score -268430.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -268860.250000 Penalty: 766.741943
	Iteration 2F: 3 clusters Score -268860.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -269281.468750 Penalty: 766.741943
	Iteration 3F: 3 clusters Score -269281.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -269542.375000 Penalty: 766.741943
	Iteration 4F: 3 clusters Score -269542.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -269682.843750 Penalty: 766.741943
	Iteration 5F: 3 clusters Score -269682.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -269753.437500 Penalty: 766.741943
	Iteration 6Q: 3 clusters Score -269753.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -269795.281250 Penalty: 766.741943
	Iteration 7Q: 3 clusters Score -269795.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -269822.187500 Penalty: 766.741943
	Iteration 8Q: 3 clusters Score -269822.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -269845.281250 Penalty: 766.741943
	Iteration 9Q: 3 clusters Score -269845.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -269871.062500 Penalty: 766.741943
	Iteration 10Q: 3 clusters Score -269871.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -269894.312500 Penalty: 766.741943
	Iteration 11Q: 3 clusters Score -269894.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -269920.500000 Penalty: 766.741943
	Iteration 12Q: 3 clusters Score -269920.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -269944.968750 Penalty: 766.741943
	Iteration 13Q: 3 clusters Score -269945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -269974.000000 Penalty: 766.741943
	Iteration 14Q: 3 clusters Score -269974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -270003.250000 Penalty: 766.741943
	Iteration 15Q: 3 clusters Score -270003.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -270031.031250 Penalty: 766.741943
	Iteration 16Q: 3 clusters Score -270031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -270050.937500 Penalty: 766.741943
	Iteration 17Q: 3 clusters Score -270050.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -270065.812500 Penalty: 766.741943
	Iteration 18Q: 3 clusters Score -270065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -270073.031250 Penalty: 766.741943
	Iteration 19Q: 3 clusters Score -270073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -270080.687500 Penalty: 766.741943
	Iteration 20F: 3 clusters Score -270080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -270085.156250 Penalty: 766.741943
	Iteration 21Q: 3 clusters Score -270085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -270088.062500 Penalty: 766.741943
	Iteration 22Q: 3 clusters Score -270088.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -270090.468750 Penalty: 766.741943
	Iteration 23Q: 3 clusters Score -270090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -270093.281250 Penalty: 766.741943
	Iteration 24Q: 3 clusters Score -270093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -270094.375000 Penalty: 766.741943
	Iteration 25Q: 3 clusters Score -270094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -270096.937500 Penalty: 766.741943
	Iteration 26Q: 3 clusters Score -270096.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -270099.593750 Penalty: 766.741943
	Iteration 27Q: 3 clusters Score -270099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -270101.218750 Penalty: 766.741943
	Iteration 28Q: 3 clusters Score -270101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -270102.000000 Penalty: 766.741943
	Iteration 29Q: 3 clusters Score -270102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -270103.156250 Penalty: 766.741943
	Iteration 30Q: 3 clusters Score -270103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -270103.875000 Penalty: 766.741943
	Iteration 31Q: 3 clusters Score -270103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -270104.156250 Penalty: 766.741943
	Iteration 32Q: 3 clusters Score -270104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -270104.468750 Penalty: 766.741943
	Iteration 33Q: 3 clusters Score -270104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -270105.000000 Penalty: 766.741943
	Iteration 34Q: 3 clusters Score -270105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -270105.093750 Penalty: 766.741943
	Iteration 35Q: 3 clusters Score -270105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -270105.250000 Penalty: 766.741943
	Iteration 36Q: 3 clusters Score -270105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -270105.343750 Penalty: 766.741943
	Iteration 37Q: 3 clusters Score -270105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -270105.343750 Penalty: 766.741943
	Iteration 38F: 3 clusters Score -270105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1665 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Entering Unmasked Estep 
Score: -53258296.000000 Penalty: 29314.628906
Splitting cluster 19 changes total score from -53257788.000000 to -53258296.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (84604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Entering Unmasked Estep 
Score: -5269086.500000 Penalty: 516.231018
	Iteration 0F: 2 clusters Score -5269086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5212832.500000 Penalty: 1032.462036
	Iteration 0F: 3 clusters Score -5212832 nChanged 41426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5238821.500000 Penalty: 1032.462036
	Iteration 1F: 3 clusters Score -5238822 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5241571.500000 Penalty: 1032.462036
	Iteration 2F: 3 clusters Score -5241572 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5246100.000000 Penalty: 1032.462036
	Iteration 3F: 3 clusters Score -5246100 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -5252478.000000 Penalty: 1032.462036
	Iteration 4F: 3 clusters Score -5252478 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5258140.500000 Penalty: 1032.462036
	Iteration 5F: 3 clusters Score -5258140 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -5260859.500000 Penalty: 1032.462036
	Iteration 6F: 3 clusters Score -5260860 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5262141.500000 Penalty: 1032.462036
	Iteration 7Q: 3 clusters Score -5262142 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -5263128.000000 Penalty: 1032.462036
	Iteration 8Q: 3 clusters Score -5263128 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5263960.500000 Penalty: 1032.462036
	Iteration 9Q: 3 clusters Score -5263960 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -5264536.500000 Penalty: 1032.462036
	Iteration 10Q: 3 clusters Score -5264536 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -5264994.000000 Penalty: 1032.462036
	Iteration 11Q: 3 clusters Score -5264994 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -5265261.000000 Penalty: 1032.462036
	Iteration 12Q: 3 clusters Score -5265261 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -5265419.500000 Penalty: 1032.462036
	Iteration 13Q: 3 clusters Score -5265420 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -5265553.000000 Penalty: 1032.462036
	Iteration 14Q: 3 clusters Score -5265553 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5265650.500000 Penalty: 1032.462036
	Iteration 15Q: 3 clusters Score -5265650 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -5265704.500000 Penalty: 1032.462036
	Iteration 16Q: 3 clusters Score -5265704 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5265741.500000 Penalty: 1032.462036
	Iteration 17Q: 3 clusters Score -5265742 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5265757.000000 Penalty: 1032.462036
	Iteration 18Q: 3 clusters Score -5265757 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -5265791.500000 Penalty: 1032.462036
	Iteration 19Q: 3 clusters Score -5265792 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -5265810.000000 Penalty: 1032.462036
	Iteration 20F: 3 clusters Score -5265810 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -5265835.500000 Penalty: 1032.462036
	Iteration 21Q: 3 clusters Score -5265836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5265848.500000 Penalty: 1032.462036
	Iteration 22Q: 3 clusters Score -5265848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5265840.000000 Penalty: 1032.462036
	Iteration 23Q: 3 clusters Score -5265840 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -5265828.500000 Penalty: 1032.462036
	Iteration 24Q: 3 clusters Score -5265828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -5265846.500000 Penalty: 1032.462036
	Iteration 25Q: 3 clusters Score -5265846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5265831.000000 Penalty: 1032.462036
	Iteration 26Q: 3 clusters Score -5265831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -5265836.000000 Penalty: 1032.462036
	Iteration 27Q: 3 clusters Score -5265836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -5265839.000000 Penalty: 1032.462036
	Iteration 28Q: 3 clusters Score -5265839 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5265844.000000 Penalty: 1032.462036
	Iteration 29Q: 3 clusters Score -5265844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -5265836.500000 Penalty: 1032.462036
	Iteration 30Q: 3 clusters Score -5265836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -5265833.500000 Penalty: 1032.462036
	Iteration 31Q: 3 clusters Score -5265834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5265841.000000 Penalty: 1032.462036
	Iteration 32Q: 3 clusters Score -5265841 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -5265854.500000 Penalty: 1032.462036
	Iteration 33Q: 3 clusters Score -5265854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -5265872.000000 Penalty: 1032.462036
	Iteration 34Q: 3 clusters Score -5265872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -5265883.500000 Penalty: 1032.462036
	Iteration 35Q: 3 clusters Score -5265884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -5265892.500000 Penalty: 1032.462036
	Iteration 36Q: 3 clusters Score -5265892 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5265890.000000 Penalty: 1032.462036
	Iteration 37Q: 3 clusters Score -5265890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -5265905.500000 Penalty: 1032.462036
	Iteration 38Q: 3 clusters Score -5265906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5265890.500000 Penalty: 1032.462036
	Iteration 39Q: 3 clusters Score -5265890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5265889.000000 Penalty: 1032.462036
	Iteration 40F: 3 clusters Score -5265889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5265917.000000 Penalty: 1032.462036
	Iteration 41Q: 3 clusters Score -5265917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5265922.000000 Penalty: 1032.462036
	Iteration 42Q: 3 clusters Score -5265922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -5265941.000000 Penalty: 1032.462036
	Iteration 43Q: 3 clusters Score -5265941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5265957.000000 Penalty: 1032.462036
	Iteration 44Q: 3 clusters Score -5265957 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5265970.500000 Penalty: 1032.462036
	Iteration 45Q: 3 clusters Score -5265970 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -5265959.500000 Penalty: 1032.462036
	Iteration 46Q: 3 clusters Score -5265960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5265965.500000 Penalty: 1032.462036
	Iteration 47Q: 3 clusters Score -5265966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -5265970.500000 Penalty: 1032.462036
	Iteration 48Q: 3 clusters Score -5265970 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5266003.500000 Penalty: 1032.462036
	Iteration 49Q: 3 clusters Score -5266004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5266009.000000 Penalty: 1032.462036
	Iteration 50Q: 3 clusters Score -5266009 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -5266020.000000 Penalty: 1032.462036
	Iteration 51Q: 3 clusters Score -5266020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5266041.000000 Penalty: 1032.462036
	Iteration 52Q: 3 clusters Score -5266041 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5266039.500000 Penalty: 1032.462036
	Iteration 53Q: 3 clusters Score -5266040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5266051.500000 Penalty: 1032.462036
	Iteration 54Q: 3 clusters Score -5266052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5266053.000000 Penalty: 1032.462036
	Iteration 55Q: 3 clusters Score -5266053 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -5266077.500000 Penalty: 1032.462036
	Iteration 56Q: 3 clusters Score -5266078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5266068.500000 Penalty: 1032.462036
	Iteration 57Q: 3 clusters Score -5266068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -5266077.000000 Penalty: 1032.462036
	Iteration 58Q: 3 clusters Score -5266077 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5266099.500000 Penalty: 1032.462036
	Iteration 59Q: 3 clusters Score -5266100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5266104.000000 Penalty: 1032.462036
	Iteration 60F: 3 clusters Score -5266104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5266096.500000 Penalty: 1032.462036
	Iteration 61Q: 3 clusters Score -5266096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5266103.000000 Penalty: 1032.462036
	Iteration 62Q: 3 clusters Score -5266103 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5266107.000000 Penalty: 1032.462036
	Iteration 63Q: 3 clusters Score -5266107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5266126.000000 Penalty: 1032.462036
	Iteration 64Q: 3 clusters Score -5266126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -5266131.500000 Penalty: 1032.462036
	Iteration 65Q: 3 clusters Score -5266132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5266140.000000 Penalty: 1032.462036
	Iteration 66Q: 3 clusters Score -5266140 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5266139.000000 Penalty: 1032.462036
	Iteration 67Q: 3 clusters Score -5266139 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5266140.000000 Penalty: 1032.462036
	Iteration 68Q: 3 clusters Score -5266140 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5266149.000000 Penalty: 1032.462036
	Iteration 69Q: 3 clusters Score -5266149 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5266174.000000 Penalty: 1032.462036
	Iteration 70Q: 3 clusters Score -5266174 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -5266180.000000 Penalty: 1032.462036
	Iteration 71Q: 3 clusters Score -5266180 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -5266175.500000 Penalty: 1032.462036
	Iteration 72Q: 3 clusters Score -5266176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5266184.000000 Penalty: 1032.462036
	Iteration 73Q: 3 clusters Score -5266184 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5266212.500000 Penalty: 1032.462036
	Iteration 74Q: 3 clusters Score -5266212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5266218.000000 Penalty: 1032.462036
	Iteration 75Q: 3 clusters Score -5266218 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5266218.500000 Penalty: 1032.462036
	Iteration 76Q: 3 clusters Score -5266218 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5266249.000000 Penalty: 1032.462036
	Iteration 77Q: 3 clusters Score -5266249 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5266259.000000 Penalty: 1032.462036
	Iteration 78Q: 3 clusters Score -5266259 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5266285.500000 Penalty: 1032.462036
	Iteration 79Q: 3 clusters Score -5266286 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5266281.000000 Penalty: 1032.462036
	Iteration 80F: 3 clusters Score -5266281 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5266312.000000 Penalty: 1032.462036
	Iteration 81Q: 3 clusters Score -5266312 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5266311.500000 Penalty: 1032.462036
	Iteration 82Q: 3 clusters Score -5266312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -5266310.000000 Penalty: 1032.462036
	Iteration 83Q: 3 clusters Score -5266310 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5266328.000000 Penalty: 1032.462036
	Iteration 84Q: 3 clusters Score -5266328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5266350.000000 Penalty: 1032.462036
	Iteration 85Q: 3 clusters Score -5266350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5266356.500000 Penalty: 1032.462036
	Iteration 86Q: 3 clusters Score -5266356 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5266378.000000 Penalty: 1032.462036
	Iteration 87Q: 3 clusters Score -5266378 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5266401.500000 Penalty: 1032.462036
	Iteration 88Q: 3 clusters Score -5266402 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5266417.000000 Penalty: 1032.462036
	Iteration 89Q: 3 clusters Score -5266417 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5266425.500000 Penalty: 1032.462036
	Iteration 90Q: 3 clusters Score -5266426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5266443.500000 Penalty: 1032.462036
	Iteration 91Q: 3 clusters Score -5266444 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -5266436.000000 Penalty: 1032.462036
	Iteration 92Q: 3 clusters Score -5266436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5266466.000000 Penalty: 1032.462036
	Iteration 93Q: 3 clusters Score -5266466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5266478.000000 Penalty: 1032.462036
	Iteration 94Q: 3 clusters Score -5266478 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -5266473.500000 Penalty: 1032.462036
	Iteration 95Q: 3 clusters Score -5266474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -5266485.500000 Penalty: 1032.462036
	Iteration 96Q: 3 clusters Score -5266486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -5266497.000000 Penalty: 1032.462036
	Iteration 97Q: 3 clusters Score -5266497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5266504.500000 Penalty: 1032.462036
	Iteration 98Q: 3 clusters Score -5266504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -5266508.000000 Penalty: 1032.462036
	Iteration 99Q: 3 clusters Score -5266508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5266539.500000 Penalty: 1032.462036
	Iteration 100F: 3 clusters Score -5266540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5266544.500000 Penalty: 1032.462036
	Iteration 101Q: 3 clusters Score -5266544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -5266551.500000 Penalty: 1032.462036
	Iteration 102Q: 3 clusters Score -5266552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5266558.000000 Penalty: 1032.462036
	Iteration 103Q: 3 clusters Score -5266558 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5266567.500000 Penalty: 1032.462036
	Iteration 104Q: 3 clusters Score -5266568 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5266573.000000 Penalty: 1032.462036
	Iteration 105Q: 3 clusters Score -5266573 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5266595.500000 Penalty: 1032.462036
	Iteration 106Q: 3 clusters Score -5266596 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5266620.000000 Penalty: 1032.462036
	Iteration 107Q: 3 clusters Score -5266620 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5266621.500000 Penalty: 1032.462036
	Iteration 108Q: 3 clusters Score -5266622 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -5266636.000000 Penalty: 1032.462036
	Iteration 109Q: 3 clusters Score -5266636 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5266648.500000 Penalty: 1032.462036
	Iteration 110Q: 3 clusters Score -5266648 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -5266657.500000 Penalty: 1032.462036
	Iteration 111Q: 3 clusters Score -5266658 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -5266650.500000 Penalty: 1032.462036
	Iteration 112Q: 3 clusters Score -5266650 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -5266673.500000 Penalty: 1032.462036
	Iteration 113Q: 3 clusters Score -5266674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -5266684.000000 Penalty: 1032.462036
	Iteration 114Q: 3 clusters Score -5266684 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5266702.000000 Penalty: 1032.462036
	Iteration 115Q: 3 clusters Score -5266702 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5266723.000000 Penalty: 1032.462036
	Iteration 116Q: 3 clusters Score -5266723 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5266727.000000 Penalty: 1032.462036
	Iteration 117Q: 3 clusters Score -5266727 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5266744.500000 Penalty: 1032.462036
	Iteration 118Q: 3 clusters Score -5266744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -5266764.500000 Penalty: 1032.462036
	Iteration 119Q: 3 clusters Score -5266764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5266788.500000 Penalty: 1032.462036
	Iteration 120F: 3 clusters Score -5266788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5266818.500000 Penalty: 1032.462036
	Iteration 121Q: 3 clusters Score -5266818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -5266848.000000 Penalty: 1032.462036
	Iteration 122Q: 3 clusters Score -5266848 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5266855.500000 Penalty: 1032.462036
	Iteration 123Q: 3 clusters Score -5266856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5266881.000000 Penalty: 1032.462036
	Iteration 124Q: 3 clusters Score -5266881 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5266890.500000 Penalty: 1032.462036
	Iteration 125Q: 3 clusters Score -5266890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5266916.500000 Penalty: 1032.462036
	Iteration 126Q: 3 clusters Score -5266916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5266951.500000 Penalty: 1032.462036
	Iteration 127Q: 3 clusters Score -5266952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5266967.500000 Penalty: 1032.462036
	Iteration 128Q: 3 clusters Score -5266968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68433 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5266979.000000 Penalty: 1032.462036
	Iteration 129Q: 3 clusters Score -5266979 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -5267012.500000 Penalty: 1032.462036
	Iteration 130Q: 3 clusters Score -5267012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5267021.500000 Penalty: 1032.462036
	Iteration 131Q: 3 clusters Score -5267022 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5267044.000000 Penalty: 1032.462036
	Iteration 132Q: 3 clusters Score -5267044 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5267086.000000 Penalty: 1032.462036
	Iteration 133Q: 3 clusters Score -5267086 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5267099.000000 Penalty: 1032.462036
	Iteration 134Q: 3 clusters Score -5267099 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5267124.500000 Penalty: 1032.462036
	Iteration 135Q: 3 clusters Score -5267124 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5267131.000000 Penalty: 1032.462036
	Iteration 136Q: 3 clusters Score -5267131 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -5267157.500000 Penalty: 1032.462036
	Iteration 137Q: 3 clusters Score -5267158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -5267174.500000 Penalty: 1032.462036
	Iteration 138Q: 3 clusters Score -5267174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5267175.000000 Penalty: 1032.462036
	Iteration 139Q: 3 clusters Score -5267175 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5267190.000000 Penalty: 1032.462036
	Iteration 140F: 3 clusters Score -5267190 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -5267214.500000 Penalty: 1032.462036
	Iteration 141Q: 3 clusters Score -5267214 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5267245.500000 Penalty: 1032.462036
	Iteration 142Q: 3 clusters Score -5267246 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5267247.000000 Penalty: 1032.462036
	Iteration 143Q: 3 clusters Score -5267247 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -5267276.000000 Penalty: 1032.462036
	Iteration 144Q: 3 clusters Score -5267276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -5267306.000000 Penalty: 1032.462036
	Iteration 145Q: 3 clusters Score -5267306 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5267330.500000 Penalty: 1032.462036
	Iteration 146Q: 3 clusters Score -5267330 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5267347.500000 Penalty: 1032.462036
	Iteration 147Q: 3 clusters Score -5267348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -5267357.000000 Penalty: 1032.462036
	Iteration 148Q: 3 clusters Score -5267357 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -5267394.000000 Penalty: 1032.462036
	Iteration 149Q: 3 clusters Score -5267394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5267442.000000 Penalty: 1032.462036
	Iteration 150Q: 3 clusters Score -5267442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -5267482.000000 Penalty: 1032.462036
	Iteration 151Q: 3 clusters Score -5267482 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5267493.500000 Penalty: 1032.462036
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5267603 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5267679 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5267756 nChanged 261
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5267804 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5267938 nChanged 294
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5268012.500000 Penalty: 1032.462036
	Iteration 163Q: 3 clusters Score -5268012 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5268056 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5268152 nChanged 291
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Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5268211 nChanged 305
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Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5268267 nChanged 299
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Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5268330.500000 Penalty: 1032.462036
	Iteration 169Q: 3 clusters Score -5268330 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5268388 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5268432 nChanged 257
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Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5268476 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5268523 nChanged 218
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Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5268528 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5268619 nChanged 182
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Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5268770 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5268773 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5268783 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5268790 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5268800 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5268810 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5268810 nChanged 63
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Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5268813 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5268830 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5268814 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5268810 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5268816 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5268804 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5268800 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82889 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5268792 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5268790 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5268793 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5268804 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5268810 nChanged 42
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Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5268819 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5268820 nChanged 33
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Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5268820 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5268828 nChanged 27
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Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5268820 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5268822 nChanged 24
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Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5268833 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5268829 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5268824 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5268820 nChanged 6
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Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 1322 members 
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	Iteration 222Q: 3 clusters Score -5268820 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5268824 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5268821 nChanged 5
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Mstep: Class 2 contains 1302 members 
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	Iteration 225Q: 3 clusters Score -5268823 nChanged 6
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	Iteration 226Q: 3 clusters Score -5268825 nChanged 5
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Mstep: Class 1 contains 83309 members 
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	Iteration 227Q: 3 clusters Score -5268820 nChanged 7
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Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5268818 nChanged 5
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Mstep: Class 1 contains 83321 members 
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	Iteration 229Q: 3 clusters Score -5268821 nChanged 5
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Mstep: Class 1 contains 83326 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5268814 nChanged 4
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Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5268816 nChanged 3
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Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5268816 nChanged 4
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Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5268820 nChanged 4
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Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 1263 members 
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	Iteration 234Q: 3 clusters Score -5268816 nChanged 5
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Mstep: Class 2 contains 1258 members 
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	Iteration 235Q: 3 clusters Score -5268816 nChanged 6
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Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5268814 nChanged 7
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Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5268807 nChanged 9
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Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5268812 nChanged 13
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Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 1225 members 
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	Iteration 239Q: 3 clusters Score -5268806 nChanged 18
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Mstep: Class 1 contains 83397 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5268802 nChanged 18
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Mstep: Class 2 contains 1191 members 
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	Iteration 241Q: 3 clusters Score -5268808 nChanged 19
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5268808 nChanged 14
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Entering Unmasked Estep 
Score: -5268815.500000 Penalty: 1032.462036
	Iteration 243Q: 3 clusters Score -5268816 nChanged 17
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	Iteration 244Q: 3 clusters Score -5268816 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5268816.500000 Penalty: 1032.462036
	Iteration 245Q: 3 clusters Score -5268816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5268811.000000 Penalty: 1032.462036
	Iteration 246Q: 3 clusters Score -5268811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5268817.500000 Penalty: 1032.462036
	Iteration 247Q: 3 clusters Score -5268818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5268805.000000 Penalty: 1032.462036
	Iteration 248Q: 3 clusters Score -5268805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5268816.000000 Penalty: 1032.462036
	Iteration 249Q: 3 clusters Score -5268816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5268813.000000 Penalty: 1032.462036
	Iteration 250Q: 3 clusters Score -5268813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5268802.000000 Penalty: 1032.462036
	Iteration 251Q: 3 clusters Score -5268802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5268805.500000 Penalty: 1032.462036
	Iteration 252Q: 3 clusters Score -5268806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5268806.000000 Penalty: 1032.462036
	Iteration 253Q: 3 clusters Score -5268806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5268809.500000 Penalty: 1032.462036
	Iteration 254Q: 3 clusters Score -5268810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5268805.500000 Penalty: 1032.462036
	Iteration 255Q: 3 clusters Score -5268806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5268811.500000 Penalty: 1032.462036
	Iteration 256Q: 3 clusters Score -5268812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5268812.500000 Penalty: 1032.462036
	Iteration 257Q: 3 clusters Score -5268812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5268805.000000 Penalty: 1032.462036
	Iteration 258Q: 3 clusters Score -5268805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5268801.500000 Penalty: 1032.462036
	Iteration 259Q: 3 clusters Score -5268802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5268802.500000 Penalty: 1032.462036
	Iteration 260F: 3 clusters Score -5268802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5268801.500000 Penalty: 1032.462036
	Iteration 261Q: 3 clusters Score -5268802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5268802.500000 Penalty: 1032.462036
	Iteration 262Q: 3 clusters Score -5268802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5268805.000000 Penalty: 1032.462036
	Iteration 263Q: 3 clusters Score -5268805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5268807.000000 Penalty: 1032.462036
	Iteration 264Q: 3 clusters Score -5268807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5268807.000000 Penalty: 1032.462036
	Iteration 265Q: 3 clusters Score -5268807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5268807.000000 Penalty: 1032.462036
	Iteration 266Q: 3 clusters Score -5268807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5268809.500000 Penalty: 1032.462036
	Iteration 267Q: 3 clusters Score -5268810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5268812.000000 Penalty: 1032.462036
	Iteration 268Q: 3 clusters Score -5268812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5268815.500000 Penalty: 1032.462036
	Iteration 269Q: 3 clusters Score -5268816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5268817.000000 Penalty: 1032.462036
	Iteration 270Q: 3 clusters Score -5268817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5268812.500000 Penalty: 1032.462036
	Iteration 271Q: 3 clusters Score -5268812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5268815.000000 Penalty: 1032.462036
	Iteration 272Q: 3 clusters Score -5268815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5268811.500000 Penalty: 1032.462036
	Iteration 273Q: 3 clusters Score -5268812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5268812.000000 Penalty: 1032.462036
	Iteration 274Q: 3 clusters Score -5268812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5268811.000000 Penalty: 1032.462036
	Iteration 275Q: 3 clusters Score -5268811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5268808.500000 Penalty: 1032.462036
	Iteration 276Q: 3 clusters Score -5268808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5268810.000000 Penalty: 1032.462036
	Iteration 277Q: 3 clusters Score -5268810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5268811.500000 Penalty: 1032.462036
	Iteration 278Q: 3 clusters Score -5268812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5268812.000000 Penalty: 1032.462036
	Iteration 279Q: 3 clusters Score -5268812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5268816.000000 Penalty: 1032.462036
	Iteration 280F: 3 clusters Score -5268816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5268810.000000 Penalty: 1032.462036
	Iteration 281Q: 3 clusters Score -5268810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5268807.000000 Penalty: 1032.462036
	Iteration 282Q: 3 clusters Score -5268807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5268807.000000 Penalty: 1032.462036
	Iteration 283F: 3 clusters Score -5268807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -15964.424805 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -15964.42 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 135 members 
Entering Unmasked Estep 
Score: -15626.877930 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -15626.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15745.028320 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -15745.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15789.265625 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -15789.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15815.002930 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -15815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15832.139648 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -15832.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15855.719727 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -15855.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15865.825195 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -15865.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15870.062500 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -15870.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15870.062500 Penalty: 513.413574
	Iteration 8F: 3 clusters Score -15870.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Entering Unmasked Estep 
Score: -1265565.750000 Penalty: 451.406982
	Iteration 0F: 2 clusters Score -1265566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1251961.500000 Penalty: 902.813965
	Iteration 0F: 3 clusters Score -1251962 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1258067.125000 Penalty: 902.813965
	Iteration 1F: 3 clusters Score -1258067 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1258865.375000 Penalty: 902.813965
	Iteration 2F: 3 clusters Score -1258865 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1259942.250000 Penalty: 902.813965
	Iteration 3F: 3 clusters Score -1259942 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1261205.875000 Penalty: 902.813965
	Iteration 4F: 3 clusters Score -1261206 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1262220.375000 Penalty: 902.813965
	Iteration 5F: 3 clusters Score -1262220 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1262779.375000 Penalty: 902.813965
	Iteration 6Q: 3 clusters Score -1262779 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1263053.000000 Penalty: 902.813965
	Iteration 7Q: 3 clusters Score -1263053 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1263188.125000 Penalty: 902.813965
	Iteration 8Q: 3 clusters Score -1263188 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1263290.250000 Penalty: 902.813965
	Iteration 9Q: 3 clusters Score -1263290 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1263394.750000 Penalty: 902.813965
	Iteration 10Q: 3 clusters Score -1263395 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1263509.625000 Penalty: 902.813965
	Iteration 11Q: 3 clusters Score -1263510 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1263613.625000 Penalty: 902.813965
	Iteration 12Q: 3 clusters Score -1263614 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1263710.500000 Penalty: 902.813965
	Iteration 13Q: 3 clusters Score -1263710 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1263807.875000 Penalty: 902.813965
	Iteration 14Q: 3 clusters Score -1263808 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1263908.125000 Penalty: 902.813965
	Iteration 15Q: 3 clusters Score -1263908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1264007.750000 Penalty: 902.813965
	Iteration 16Q: 3 clusters Score -1264008 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1264120.875000 Penalty: 902.813965
	Iteration 17Q: 3 clusters Score -1264121 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1264225.250000 Penalty: 902.813965
	Iteration 18Q: 3 clusters Score -1264225 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1264318.000000 Penalty: 902.813965
	Iteration 19Q: 3 clusters Score -1264318 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1264417.250000 Penalty: 902.813965
	Iteration 20F: 3 clusters Score -1264417 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1264513.250000 Penalty: 902.813965
	Iteration 21Q: 3 clusters Score -1264513 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1264603.125000 Penalty: 902.813965
	Iteration 22Q: 3 clusters Score -1264603 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1264699.000000 Penalty: 902.813965
	Iteration 23Q: 3 clusters Score -1264699 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1264788.125000 Penalty: 902.813965
	Iteration 24Q: 3 clusters Score -1264788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -1264865.125000 Penalty: 902.813965
	Iteration 25Q: 3 clusters Score -1264865 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1264929.125000 Penalty: 902.813965
	Iteration 26Q: 3 clusters Score -1264929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1264985.125000 Penalty: 902.813965
	Iteration 27Q: 3 clusters Score -1264985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1265028.250000 Penalty: 902.813965
	Iteration 28Q: 3 clusters Score -1265028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1265054.250000 Penalty: 902.813965
	Iteration 29Q: 3 clusters Score -1265054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1265079.500000 Penalty: 902.813965
	Iteration 30Q: 3 clusters Score -1265080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1265102.375000 Penalty: 902.813965
	Iteration 31Q: 3 clusters Score -1265102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1265118.375000 Penalty: 902.813965
	Iteration 32Q: 3 clusters Score -1265118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1265129.500000 Penalty: 902.813965
	Iteration 33Q: 3 clusters Score -1265130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1265135.250000 Penalty: 902.813965
	Iteration 34Q: 3 clusters Score -1265135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -1265144.000000 Penalty: 902.813965
	Iteration 35Q: 3 clusters Score -1265144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1265151.625000 Penalty: 902.813965
	Iteration 36Q: 3 clusters Score -1265152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1265158.250000 Penalty: 902.813965
	Iteration 37Q: 3 clusters Score -1265158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1265162.625000 Penalty: 902.813965
	Iteration 38Q: 3 clusters Score -1265163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1265164.750000 Penalty: 902.813965
	Iteration 39Q: 3 clusters Score -1265165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1265169.125000 Penalty: 902.813965
	Iteration 40F: 3 clusters Score -1265169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1265171.375000 Penalty: 902.813965
	Iteration 41Q: 3 clusters Score -1265171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -1265176.250000 Penalty: 902.813965
	Iteration 42Q: 3 clusters Score -1265176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1265179.500000 Penalty: 902.813965
	Iteration 43Q: 3 clusters Score -1265180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -1265180.125000 Penalty: 902.813965
	Iteration 44Q: 3 clusters Score -1265180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1265181.625000 Penalty: 902.813965
	Iteration 45Q: 3 clusters Score -1265182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1265181.625000 Penalty: 902.813965
	Iteration 46F: 3 clusters Score -1265182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -21516.523438 Penalty: 264.133636
	Iteration 0F: 2 clusters Score -21516.52 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 183 members 
Entering Unmasked Estep 
Score: -21121.990234 Penalty: 528.267273
	Iteration 0F: 3 clusters Score -21121.99 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21238.242188 Penalty: 528.267273
	Iteration 1F: 3 clusters Score -21238.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21294.525391 Penalty: 528.267273
	Iteration 2F: 3 clusters Score -21294.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21313.398438 Penalty: 528.267273
	Iteration 3F: 3 clusters Score -21313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21335.542969 Penalty: 528.267273
	Iteration 4Q: 3 clusters Score -21335.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21347.195312 Penalty: 528.267273
	Iteration 5Q: 3 clusters Score -21347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21353.220703 Penalty: 528.267273
	Iteration 6Q: 3 clusters Score -21353.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21355.740234 Penalty: 528.267273
	Iteration 7Q: 3 clusters Score -21355.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21362.902344 Penalty: 528.267273
	Iteration 8Q: 3 clusters Score -21362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21376.355469 Penalty: 528.267273
	Iteration 9Q: 3 clusters Score -21376.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21401.585938 Penalty: 528.267273
	Iteration 10Q: 3 clusters Score -21401.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21427.242188 Penalty: 528.267273
	Iteration 11Q: 3 clusters Score -21427.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21461.751953 Penalty: 528.267273
	Iteration 12Q: 3 clusters Score -21461.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21476.769531 Penalty: 528.267273
	Iteration 13Q: 3 clusters Score -21476.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21484.384766 Penalty: 528.267273
	Iteration 14Q: 3 clusters Score -21484.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21492.423828 Penalty: 528.267273
	Iteration 15Q: 3 clusters Score -21492.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21496.917969 Penalty: 528.267273
	Iteration 16Q: 3 clusters Score -21496.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21503.255859 Penalty: 528.267273
	Iteration 17Q: 3 clusters Score -21503.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21510.101562 Penalty: 528.267273
	Iteration 18Q: 3 clusters Score -21510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21510.789062 Penalty: 528.267273
	Iteration 19Q: 3 clusters Score -21510.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21510.789062 Penalty: 528.267273
	Iteration 20F: 3 clusters Score -21510.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -103681.906250 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -103681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -102468.765625 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -102468.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -103147.351562 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -103147.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103332.640625 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -103332.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103480.640625 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -103480.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103625.750000 Penalty: 674.999817
	Iteration 4Q: 3 clusters Score -103625.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103756.460938 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -103756.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103839.398438 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -103839.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -103886.007812 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -103886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103898.273438 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -103898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103906.117188 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -103906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103913.171875 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -103913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103921.562500 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -103921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103927.289062 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -103927.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103945.132812 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -103945.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103955.070312 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -103955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103959.570312 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -103959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103961.046875 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -103961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103959.984375 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -103960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103962.500000 Penalty: 674.999817
	Iteration 18Q: 3 clusters Score -103962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103961.632812 Penalty: 674.999817
	Iteration 19Q: 3 clusters Score -103961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103959.140625 Penalty: 674.999817
	Iteration 20F: 3 clusters Score -103959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Entering Unmasked Estep 
Score: -53258364.000000 Penalty: 29938.345703
Splitting cluster 24 changes total score from -53257788.000000 to -53258364.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 25 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -35360.960938 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -35360.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34840.796875 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -34840.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35118.011719 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -35118.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35248.464844 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -35248.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35385.851562 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -35385.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35500.117188 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -35500.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35582.132812 Penalty: 581.511902
	Iteration 5F: 3 clusters Score -35582.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35631.472656 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -35631.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35694.117188 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -35694.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35814.742188 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -35814.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35877.382812 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -35877.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35894.066406 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -35894.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35896.519531 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -35896.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35903.121094 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -35903.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35912.542969 Penalty: 581.511902
	Iteration 13Q: 3 clusters Score -35912.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35927.367188 Penalty: 581.511902
	Iteration 14Q: 3 clusters Score -35927.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35927.847656 Penalty: 581.511902
	Iteration 15Q: 3 clusters Score -35927.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35929.703125 Penalty: 581.511902
	Iteration 16Q: 3 clusters Score -35929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35931.437500 Penalty: 581.511902
	Iteration 17Q: 3 clusters Score -35931.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35932.800781 Penalty: 581.511902
	Iteration 18Q: 3 clusters Score -35932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35933.582031 Penalty: 581.511902
	Iteration 19Q: 3 clusters Score -35933.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35933.828125 Penalty: 581.511902
	Iteration 20F: 3 clusters Score -35933.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35934.539062 Penalty: 581.511902
	Iteration 21Q: 3 clusters Score -35934.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35934.917969 Penalty: 581.511902
	Iteration 22Q: 3 clusters Score -35934.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35934.917969 Penalty: 581.511902
	Iteration 23F: 3 clusters Score -35934.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 341 members 
Entering Unmasked Estep 
Score: -53258548.000000 Penalty: 30562.060547
Splitting cluster 25 changes total score from -53257788.000000 to -53258548.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 26 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -75033.140625 Penalty: 323.313263
	Iteration 0F: 2 clusters Score -75033.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74133.218750 Penalty: 646.626526
	Iteration 0F: 3 clusters Score -74133.22 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74436.039062 Penalty: 646.626526
	Iteration 1F: 3 clusters Score -74436.04 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -74501.984375 Penalty: 646.626526
	Iteration 2F: 3 clusters Score -74501.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -74578.304688 Penalty: 646.626526
	Iteration 3F: 3 clusters Score -74578.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -74663.593750 Penalty: 646.626526
	Iteration 4F: 3 clusters Score -74663.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -74749.492188 Penalty: 646.626526
	Iteration 5F: 3 clusters Score -74749.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -74824.437500 Penalty: 646.626526
	Iteration 6Q: 3 clusters Score -74824.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -74845.437500 Penalty: 646.626526
	Iteration 7Q: 3 clusters Score -74845.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -74850.453125 Penalty: 646.626526
	Iteration 8Q: 3 clusters Score -74850.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -74856.515625 Penalty: 646.626526
	Iteration 9Q: 3 clusters Score -74856.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -74865.281250 Penalty: 646.626526
	Iteration 10Q: 3 clusters Score -74865.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -74873.335938 Penalty: 646.626526
	Iteration 11Q: 3 clusters Score -74873.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -74878.500000 Penalty: 646.626526
	Iteration 12Q: 3 clusters Score -74878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -74884.804688 Penalty: 646.626526
	Iteration 13Q: 3 clusters Score -74884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -74893.187500 Penalty: 646.626526
	Iteration 14Q: 3 clusters Score -74893.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -74899.773438 Penalty: 646.626526
	Iteration 15Q: 3 clusters Score -74899.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -74901.953125 Penalty: 646.626526
	Iteration 16Q: 3 clusters Score -74901.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -74903.125000 Penalty: 646.626526
	Iteration 17Q: 3 clusters Score -74903.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -74903.671875 Penalty: 646.626526
	Iteration 18Q: 3 clusters Score -74903.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -74906.539062 Penalty: 646.626526
	Iteration 19Q: 3 clusters Score -74906.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -74909.140625 Penalty: 646.626526
	Iteration 20F: 3 clusters Score -74909.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -74912.257812 Penalty: 646.626526
	Iteration 21Q: 3 clusters Score -74912.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -74913.976562 Penalty: 646.626526
	Iteration 22Q: 3 clusters Score -74913.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -74918.609375 Penalty: 646.626526
	Iteration 23Q: 3 clusters Score -74918.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -74928.679688 Penalty: 646.626526
	Iteration 24Q: 3 clusters Score -74928.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -74933.195312 Penalty: 646.626526
	Iteration 25Q: 3 clusters Score -74933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -74933.976562 Penalty: 646.626526
	Iteration 26Q: 3 clusters Score -74933.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -74934.945312 Penalty: 646.626526
	Iteration 27Q: 3 clusters Score -74934.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -74936.562500 Penalty: 646.626526
	Iteration 28Q: 3 clusters Score -74936.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -74936.562500 Penalty: 646.626526
	Iteration 29F: 3 clusters Score -74936.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -27090.187500 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -27090.19 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 370 members 
Entering Unmasked Estep 
Score: -26537.042969 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -26537.04 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26927.488281 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -26927.49 nChanged 83
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: -27027.916016 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -27027.92 nChanged 38
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: -27085.083984 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -27085.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27263.013672 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -27263.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27407.931641 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -27407.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27505.541016 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -27505.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27563.492188 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -27563.49 nChanged 15
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: -27607.050781 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -27607.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27622.234375 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -27622.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27630.718750 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -27630.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27634.580078 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -27634.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27634.927734 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -27634.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -27635.154297 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -27635.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27635.445312 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -27635.45 nChanged 1
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: -27635.544922 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -27635.54 nChanged 0
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: -27640.605469 Penalty: 598.711853
	Iteration 16F: 3 clusters Score -27640.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27748.826172 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -27748.83 nChanged 17
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: -27798.164062 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -27798.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27837.841797 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -27837.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27860.208984 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -27860.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27887.761719 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -27887.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27889.708984 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -27889.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27890.466797 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -27890.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27891.222656 Penalty: 598.711853
	Iteration 24Q: 3 clusters Score -27891.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27891.638672 Penalty: 598.711853
	Iteration 25Q: 3 clusters Score -27891.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27891.638672 Penalty: 598.711853
	Iteration 26F: 3 clusters Score -27891.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 461 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 341 members 
Mstep: Class 50 contains 330 members 
Entering Unmasked Estep 
Score: -53259076.000000 Penalty: 31185.775391
Splitting cluster 27 changes total score from -53257788.000000 to -53259076.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 28 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -21560.738281 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -21560.74 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 236 members 
Entering Unmasked Estep 
Score: -21221.121094 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -21221.12 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21740.152344 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -21740.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21828.242188 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -21828.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21862.230469 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -21862.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21866.113281 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -21866.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21867.958984 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -21867.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21872.566406 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -21872.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21874.027344 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -21874.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21874.917969 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -21874.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21874.917969 Penalty: 558.139221
	Iteration 9F: 3 clusters Score -21874.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 341 members 
Mstep: Class 50 contains 330 members 
Mstep: Class 51 contains 191 members 
Entering Unmasked Estep 
Score: -53259100.000000 Penalty: 31809.492188
Splitting cluster 28 changes total score from -53257788.000000 to -53259100.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 29 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -39622.371094 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -39622.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -39079.968750 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -39079.97 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39384.679688 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -39384.68 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39469.503906 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -39469.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39512.964844 Penalty: 590.101807
	Iteration 3F: 3 clusters Score -39512.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39533.691406 Penalty: 590.101807
	Iteration 4Q: 3 clusters Score -39533.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39543.136719 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -39543.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39547.656250 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -39547.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39548.316406 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -39548.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39548.316406 Penalty: 590.101807
	Iteration 8F: 3 clusters Score -39548.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -41307.664062 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -41307.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40709.785156 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -40709.79 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40967.605469 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -40967.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41087.207031 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -41087.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41152.179688 Penalty: 593.777710
	Iteration 3F: 3 clusters Score -41152.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41187.921875 Penalty: 593.777710
	Iteration 4Q: 3 clusters Score -41187.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41216.398438 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -41216.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41242.804688 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -41242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41249.589844 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -41249.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41251.746094 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -41251.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41251.847656 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -41251.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41251.847656 Penalty: 593.777710
	Iteration 10F: 3 clusters Score -41251.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -63718.648438 Penalty: 315.736053
	Iteration 0F: 2 clusters Score -63718.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -62886.867188 Penalty: 631.472107
	Iteration 0F: 3 clusters Score -62886.87 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63159.031250 Penalty: 631.472107
	Iteration 1F: 3 clusters Score -63159.03 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63239.667969 Penalty: 631.472107
	Iteration 2F: 3 clusters Score -63239.67 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -63319.554688 Penalty: 631.472107
	Iteration 3F: 3 clusters Score -63319.55 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63398.925781 Penalty: 631.472107
	Iteration 4F: 3 clusters Score -63398.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -63440.414062 Penalty: 631.472107
	Iteration 5F: 3 clusters Score -63440.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -63462.925781 Penalty: 631.472107
	Iteration 6Q: 3 clusters Score -63462.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -63471.390625 Penalty: 631.472107
	Iteration 7Q: 3 clusters Score -63471.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -63474.632812 Penalty: 631.472107
	Iteration 8Q: 3 clusters Score -63474.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63476.812500 Penalty: 631.472107
	Iteration 9Q: 3 clusters Score -63476.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -63478.988281 Penalty: 631.472107
	Iteration 10Q: 3 clusters Score -63478.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -63481.449219 Penalty: 631.472107
	Iteration 11Q: 3 clusters Score -63481.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -63485.875000 Penalty: 631.472107
	Iteration 12Q: 3 clusters Score -63485.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -63489.859375 Penalty: 631.472107
	Iteration 13Q: 3 clusters Score -63489.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -63493.066406 Penalty: 631.472107
	Iteration 14Q: 3 clusters Score -63493.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -63493.585938 Penalty: 631.472107
	Iteration 15Q: 3 clusters Score -63493.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -63493.941406 Penalty: 631.472107
	Iteration 16Q: 3 clusters Score -63493.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -63493.941406 Penalty: 631.472107
	Iteration 17F: 3 clusters Score -63493.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -25119.378906 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -25119.38 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 247 members 
Entering Unmasked Estep 
Score: -24715.330078 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -24715.33 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25023.109375 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -25023.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25165.000000 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -25165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25193.896484 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -25193.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25236.626953 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -25236.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25286.091797 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -25286.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25367.855469 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -25367.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25427.605469 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -25427.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25479.615234 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -25479.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25510.572266 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -25510.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25517.519531 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -25517.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25521.330078 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -25521.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25498.035156 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -25498.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25526.769531 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -25526.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25522.615234 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -25522.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25560.652344 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -25560.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25578.083984 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -25578.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25582.179688 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -25582.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25603.585938 Penalty: 562.003906
	Iteration 18Q: 3 clusters Score -25603.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25586.910156 Penalty: 562.003906
	Iteration 19Q: 3 clusters Score -25586.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25586.910156 Penalty: 562.003906
	Iteration 20F: 3 clusters Score -25586.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 1507 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 341 members 
Mstep: Class 50 contains 330 members 
Mstep: Class 51 contains 191 members 
Mstep: Class 52 contains 208 members 
Entering Unmasked Estep 
Score: -53259296.000000 Penalty: 32433.207031
Splitting cluster 32 changes total score from -53257788.000000 to -53259296.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 33 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -34666.316406 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -34666.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34146.703125 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -34146.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34325.632812 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -34325.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34381.496094 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -34381.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34416.609375 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -34416.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34452.160156 Penalty: 577.293152
	Iteration 4F: 3 clusters Score -34452.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34475.910156 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -34475.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34496.683594 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -34496.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34509.417969 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -34509.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34516.886719 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -34516.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34523.664062 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -34523.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34525.300781 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -34525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34529.500000 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -34529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34537.062500 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -34537.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34542.582031 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -34542.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34543.621094 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -34543.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34543.621094 Penalty: 577.293152
	Iteration 15F: 3 clusters Score -34543.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Entering Unmasked Estep 
Score: -5205557.000000 Penalty: 515.236084
	Iteration 0F: 2 clusters Score -5205557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5150142.000000 Penalty: 1030.472168
	Iteration 0F: 3 clusters Score -5150142 nChanged 40340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5175169.000000 Penalty: 1030.472168
	Iteration 1F: 3 clusters Score -5175169 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5176763.500000 Penalty: 1030.472168
	Iteration 2Q: 3 clusters Score -5176764 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5179133.000000 Penalty: 1030.472168
	Iteration 3F: 3 clusters Score -5179133 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5182872.000000 Penalty: 1030.472168
	Iteration 4F: 3 clusters Score -5182872 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5187684.500000 Penalty: 1030.472168
	Iteration 5F: 3 clusters Score -5187684 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -5191810.500000 Penalty: 1030.472168
	Iteration 6F: 3 clusters Score -5191810 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -5193677.500000 Penalty: 1030.472168
	Iteration 7Q: 3 clusters Score -5193678 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -5194477.000000 Penalty: 1030.472168
	Iteration 8Q: 3 clusters Score -5194477 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -5195031.000000 Penalty: 1030.472168
	Iteration 9Q: 3 clusters Score -5195031 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -5195477.500000 Penalty: 1030.472168
	Iteration 10Q: 3 clusters Score -5195478 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -5195937.000000 Penalty: 1030.472168
	Iteration 11Q: 3 clusters Score -5195937 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -5196294.000000 Penalty: 1030.472168
	Iteration 12Q: 3 clusters Score -5196294 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -5196580.000000 Penalty: 1030.472168
	Iteration 13Q: 3 clusters Score -5196580 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -5196836.500000 Penalty: 1030.472168
	Iteration 14Q: 3 clusters Score -5196836 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -5197034.500000 Penalty: 1030.472168
	Iteration 15Q: 3 clusters Score -5197034 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -5197220.500000 Penalty: 1030.472168
	Iteration 16Q: 3 clusters Score -5197220 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -5197371.000000 Penalty: 1030.472168
	Iteration 17Q: 3 clusters Score -5197371 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -5197553.000000 Penalty: 1030.472168
	Iteration 18Q: 3 clusters Score -5197553 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -5197659.500000 Penalty: 1030.472168
	Iteration 19Q: 3 clusters Score -5197660 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -5197796.500000 Penalty: 1030.472168
	Iteration 20F: 3 clusters Score -5197796 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -5197913.000000 Penalty: 1030.472168
	Iteration 21Q: 3 clusters Score -5197913 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -5198018.000000 Penalty: 1030.472168
	Iteration 22Q: 3 clusters Score -5198018 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -5198124.000000 Penalty: 1030.472168
	Iteration 23Q: 3 clusters Score -5198124 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -5198240.000000 Penalty: 1030.472168
	Iteration 24Q: 3 clusters Score -5198240 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -5198346.500000 Penalty: 1030.472168
	Iteration 25Q: 3 clusters Score -5198346 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -5198467.500000 Penalty: 1030.472168
	Iteration 26Q: 3 clusters Score -5198468 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -5198567.000000 Penalty: 1030.472168
	Iteration 27Q: 3 clusters Score -5198567 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -5198673.500000 Penalty: 1030.472168
	Iteration 28Q: 3 clusters Score -5198674 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -5198778.000000 Penalty: 1030.472168
	Iteration 29Q: 3 clusters Score -5198778 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -5198915.000000 Penalty: 1030.472168
	Iteration 30Q: 3 clusters Score -5198915 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -5199054.500000 Penalty: 1030.472168
	Iteration 31Q: 3 clusters Score -5199054 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -5199204.500000 Penalty: 1030.472168
	Iteration 32Q: 3 clusters Score -5199204 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -5199382.000000 Penalty: 1030.472168
	Iteration 33Q: 3 clusters Score -5199382 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -5199564.000000 Penalty: 1030.472168
	Iteration 34Q: 3 clusters Score -5199564 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 67710 members 
Entering Unmasked Estep 
Score: -5199810.500000 Penalty: 1030.472168
	Iteration 35Q: 3 clusters Score -5199810 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -5200032.000000 Penalty: 1030.472168
	Iteration 36Q: 3 clusters Score -5200032 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -5200322.000000 Penalty: 1030.472168
	Iteration 37Q: 3 clusters Score -5200322 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -5200673.000000 Penalty: 1030.472168
	Iteration 38Q: 3 clusters Score -5200673 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -5200988.500000 Penalty: 1030.472168
	Iteration 39Q: 3 clusters Score -5200988 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -5201335.500000 Penalty: 1030.472168
	Iteration 40F: 3 clusters Score -5201336 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -5201688.000000 Penalty: 1030.472168
	Iteration 41Q: 3 clusters Score -5201688 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -5202069.000000 Penalty: 1030.472168
	Iteration 42Q: 3 clusters Score -5202069 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -5202449.500000 Penalty: 1030.472168
	Iteration 43Q: 3 clusters Score -5202450 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -5202863.500000 Penalty: 1030.472168
	Iteration 44Q: 3 clusters Score -5202864 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -5203241.000000 Penalty: 1030.472168
	Iteration 45Q: 3 clusters Score -5203241 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -5203517.500000 Penalty: 1030.472168
	Iteration 46Q: 3 clusters Score -5203518 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -5203773.500000 Penalty: 1030.472168
	Iteration 47Q: 3 clusters Score -5203774 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -5203999.000000 Penalty: 1030.472168
	Iteration 48Q: 3 clusters Score -5203999 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -5204234.500000 Penalty: 1030.472168
	Iteration 49Q: 3 clusters Score -5204234 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -5204443.000000 Penalty: 1030.472168
	Iteration 50Q: 3 clusters Score -5204443 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -5204568.500000 Penalty: 1030.472168
	Iteration 51Q: 3 clusters Score -5204568 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -5204677.500000 Penalty: 1030.472168
	Iteration 52Q: 3 clusters Score -5204678 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -5204817.500000 Penalty: 1030.472168
	Iteration 53Q: 3 clusters Score -5204818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -5204913.000000 Penalty: 1030.472168
	Iteration 54Q: 3 clusters Score -5204913 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -5204982.000000 Penalty: 1030.472168
	Iteration 55Q: 3 clusters Score -5204982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -5205006.500000 Penalty: 1030.472168
	Iteration 56Q: 3 clusters Score -5205006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -5205056.500000 Penalty: 1030.472168
	Iteration 57Q: 3 clusters Score -5205056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -5205088.000000 Penalty: 1030.472168
	Iteration 58Q: 3 clusters Score -5205088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -5205102.500000 Penalty: 1030.472168
	Iteration 59Q: 3 clusters Score -5205102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -5205115.000000 Penalty: 1030.472168
	Iteration 60F: 3 clusters Score -5205115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -5205114.000000 Penalty: 1030.472168
	Iteration 61Q: 3 clusters Score -5205114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -5205125.000000 Penalty: 1030.472168
	Iteration 62Q: 3 clusters Score -5205125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -5205125.000000 Penalty: 1030.472168
	Iteration 63Q: 3 clusters Score -5205125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -5205128.000000 Penalty: 1030.472168
	Iteration 64Q: 3 clusters Score -5205128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -5205134.000000 Penalty: 1030.472168
	Iteration 65Q: 3 clusters Score -5205134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -5205135.500000 Penalty: 1030.472168
	Iteration 66Q: 3 clusters Score -5205136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -5205140.000000 Penalty: 1030.472168
	Iteration 67Q: 3 clusters Score -5205140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -5205148.000000 Penalty: 1030.472168
	Iteration 68Q: 3 clusters Score -5205148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -5205148.500000 Penalty: 1030.472168
	Iteration 69Q: 3 clusters Score -5205148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -5205153.000000 Penalty: 1030.472168
	Iteration 70Q: 3 clusters Score -5205153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -5205160.000000 Penalty: 1030.472168
	Iteration 71Q: 3 clusters Score -5205160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -5205160.500000 Penalty: 1030.472168
	Iteration 72Q: 3 clusters Score -5205160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -5205167.500000 Penalty: 1030.472168
	Iteration 73Q: 3 clusters Score -5205168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -5205165.500000 Penalty: 1030.472168
	Iteration 74Q: 3 clusters Score -5205166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -5205166.000000 Penalty: 1030.472168
	Iteration 75Q: 3 clusters Score -5205166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -5205161.500000 Penalty: 1030.472168
	Iteration 76Q: 3 clusters Score -5205162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -5205168.500000 Penalty: 1030.472168
	Iteration 77Q: 3 clusters Score -5205168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -5205172.000000 Penalty: 1030.472168
	Iteration 78Q: 3 clusters Score -5205172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -5205169.000000 Penalty: 1030.472168
	Iteration 79Q: 3 clusters Score -5205169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -5205173.500000 Penalty: 1030.472168
	Iteration 80F: 3 clusters Score -5205174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -5205173.000000 Penalty: 1030.472168
	Iteration 81Q: 3 clusters Score -5205173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -5205176.000000 Penalty: 1030.472168
	Iteration 82Q: 3 clusters Score -5205176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -5205176.500000 Penalty: 1030.472168
	Iteration 83Q: 3 clusters Score -5205176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -5205179.000000 Penalty: 1030.472168
	Iteration 84Q: 3 clusters Score -5205179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -5205177.500000 Penalty: 1030.472168
	Iteration 85Q: 3 clusters Score -5205178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -5205177.000000 Penalty: 1030.472168
	Iteration 86Q: 3 clusters Score -5205177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -5205180.000000 Penalty: 1030.472168
	Iteration 87Q: 3 clusters Score -5205180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -5205175.500000 Penalty: 1030.472168
	Iteration 88Q: 3 clusters Score -5205176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -5205176.500000 Penalty: 1030.472168
	Iteration 89Q: 3 clusters Score -5205176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -5205176.000000 Penalty: 1030.472168
	Iteration 90Q: 3 clusters Score -5205176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -5205178.500000 Penalty: 1030.472168
	Iteration 91Q: 3 clusters Score -5205178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -5205178.000000 Penalty: 1030.472168
	Iteration 92Q: 3 clusters Score -5205178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -5205180.000000 Penalty: 1030.472168
	Iteration 93Q: 3 clusters Score -5205180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -5205181.500000 Penalty: 1030.472168
	Iteration 94Q: 3 clusters Score -5205182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -5205181.500000 Penalty: 1030.472168
	Iteration 95Q: 3 clusters Score -5205182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -5205181.500000 Penalty: 1030.472168
	Iteration 96F: 3 clusters Score -5205182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (46343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Entering Unmasked Estep 
Score: -2936093.250000 Penalty: 488.844086
	Iteration 0F: 2 clusters Score -2936093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2905078.250000 Penalty: 977.688171
	Iteration 0F: 3 clusters Score -2905078 nChanged 22434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -2918262.250000 Penalty: 977.688171
	Iteration 1F: 3 clusters Score -2918262 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2918785.500000 Penalty: 977.688171
	Iteration 2Q: 3 clusters Score -2918786 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2919525.000000 Penalty: 977.688171
	Iteration 3Q: 3 clusters Score -2919525 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -2920683.000000 Penalty: 977.688171
	Iteration 4Q: 3 clusters Score -2920683 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2922622.500000 Penalty: 977.688171
	Iteration 5F: 3 clusters Score -2922622 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -2925267.500000 Penalty: 977.688171
	Iteration 6F: 3 clusters Score -2925268 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -2927660.250000 Penalty: 977.688171
	Iteration 7F: 3 clusters Score -2927660 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -2929023.000000 Penalty: 977.688171
	Iteration 8F: 3 clusters Score -2929023 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -2929611.250000 Penalty: 977.688171
	Iteration 9Q: 3 clusters Score -2929611 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -2929953.500000 Penalty: 977.688171
	Iteration 10Q: 3 clusters Score -2929954 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -2930257.750000 Penalty: 977.688171
	Iteration 11Q: 3 clusters Score -2930258 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -2930573.500000 Penalty: 977.688171
	Iteration 12Q: 3 clusters Score -2930574 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -2930948.000000 Penalty: 977.688171
	Iteration 13Q: 3 clusters Score -2930948 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -2931377.750000 Penalty: 977.688171
	Iteration 14Q: 3 clusters Score -2931378 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -2931822.500000 Penalty: 977.688171
	Iteration 15Q: 3 clusters Score -2931822 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -2932282.000000 Penalty: 977.688171
	Iteration 16Q: 3 clusters Score -2932282 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -2932696.500000 Penalty: 977.688171
	Iteration 17Q: 3 clusters Score -2932696 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -2933149.250000 Penalty: 977.688171
	Iteration 18Q: 3 clusters Score -2933149 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -2933594.250000 Penalty: 977.688171
	Iteration 19Q: 3 clusters Score -2933594 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -2934010.750000 Penalty: 977.688171
	Iteration 20F: 3 clusters Score -2934011 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -2934373.500000 Penalty: 977.688171
	Iteration 21Q: 3 clusters Score -2934374 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -2934677.250000 Penalty: 977.688171
	Iteration 22Q: 3 clusters Score -2934677 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -2934944.750000 Penalty: 977.688171
	Iteration 23Q: 3 clusters Score -2934945 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -2935128.750000 Penalty: 977.688171
	Iteration 24Q: 3 clusters Score -2935129 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -2935270.000000 Penalty: 977.688171
	Iteration 25Q: 3 clusters Score -2935270 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -2935375.750000 Penalty: 977.688171
	Iteration 26Q: 3 clusters Score -2935376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -2935449.250000 Penalty: 977.688171
	Iteration 27Q: 3 clusters Score -2935449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -2935498.750000 Penalty: 977.688171
	Iteration 28Q: 3 clusters Score -2935499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -2935545.250000 Penalty: 977.688171
	Iteration 29Q: 3 clusters Score -2935545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -2935570.250000 Penalty: 977.688171
	Iteration 30Q: 3 clusters Score -2935570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -2935602.500000 Penalty: 977.688171
	Iteration 31Q: 3 clusters Score -2935602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -2935618.500000 Penalty: 977.688171
	Iteration 32Q: 3 clusters Score -2935618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -2935627.250000 Penalty: 977.688171
	Iteration 33Q: 3 clusters Score -2935627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -2935635.000000 Penalty: 977.688171
	Iteration 34Q: 3 clusters Score -2935635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -2935636.250000 Penalty: 977.688171
	Iteration 35Q: 3 clusters Score -2935636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -2935645.750000 Penalty: 977.688171
	Iteration 36Q: 3 clusters Score -2935646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -2935649.000000 Penalty: 977.688171
	Iteration 37Q: 3 clusters Score -2935649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -2935650.750000 Penalty: 977.688171
	Iteration 38Q: 3 clusters Score -2935651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -2935650.750000 Penalty: 977.688171
	Iteration 39Q: 3 clusters Score -2935651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -2935650.750000 Penalty: 977.688171
	Iteration 40F: 3 clusters Score -2935651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -97348.625000 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -97348.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -96217.453125 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -96217.45 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -96607.882812 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -96607.88 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -96683.898438 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -96683.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -96745.125000 Penalty: 665.926758
	Iteration 3F: 3 clusters Score -96745.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -96790.515625 Penalty: 665.926758
	Iteration 4F: 3 clusters Score -96790.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -96842.593750 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -96842.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -96916.367188 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -96916.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -96970.414062 Penalty: 665.926758
	Iteration 7Q: 3 clusters Score -96970.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -97002.632812 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -97002.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -97016.703125 Penalty: 665.926758
	Iteration 9Q: 3 clusters Score -97016.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -97029.796875 Penalty: 665.926758
	Iteration 10Q: 3 clusters Score -97029.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -97040.585938 Penalty: 665.926758
	Iteration 11Q: 3 clusters Score -97040.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -97053.218750 Penalty: 665.926758
	Iteration 12Q: 3 clusters Score -97053.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -97068.593750 Penalty: 665.926758
	Iteration 13Q: 3 clusters Score -97068.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -97090.468750 Penalty: 665.926758
	Iteration 14Q: 3 clusters Score -97090.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -97104.781250 Penalty: 665.926758
	Iteration 15Q: 3 clusters Score -97104.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -97116.851562 Penalty: 665.926758
	Iteration 16Q: 3 clusters Score -97116.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -97126.375000 Penalty: 665.926758
	Iteration 17Q: 3 clusters Score -97126.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97130.195312 Penalty: 665.926758
	Iteration 18Q: 3 clusters Score -97130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -97143.265625 Penalty: 665.926758
	Iteration 19Q: 3 clusters Score -97143.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -97166.460938 Penalty: 665.926758
	Iteration 20F: 3 clusters Score -97166.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -97193.843750 Penalty: 665.926758
	Iteration 21Q: 3 clusters Score -97193.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -97207.500000 Penalty: 665.926758
	Iteration 22Q: 3 clusters Score -97207.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -97217.695312 Penalty: 665.926758
	Iteration 23Q: 3 clusters Score -97217.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -97225.640625 Penalty: 665.926758
	Iteration 24Q: 3 clusters Score -97225.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -97232.039062 Penalty: 665.926758
	Iteration 25Q: 3 clusters Score -97232.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -97238.023438 Penalty: 665.926758
	Iteration 26Q: 3 clusters Score -97238.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -97253.265625 Penalty: 665.926758
	Iteration 27Q: 3 clusters Score -97253.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97280.835938 Penalty: 665.926758
	Iteration 28Q: 3 clusters Score -97280.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97317.445312 Penalty: 665.926758
	Iteration 29Q: 3 clusters Score -97317.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -97360.914062 Penalty: 665.926758
	Iteration 30Q: 3 clusters Score -97360.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -97396.500000 Penalty: 665.926758
	Iteration 31Q: 3 clusters Score -97396.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -97434.335938 Penalty: 665.926758
	Iteration 32Q: 3 clusters Score -97434.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -97461.390625 Penalty: 665.926758
	Iteration 33Q: 3 clusters Score -97461.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -97492.148438 Penalty: 665.926758
	Iteration 34Q: 3 clusters Score -97492.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97510.039062 Penalty: 665.926758
	Iteration 35Q: 3 clusters Score -97510.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -97512.421875 Penalty: 665.926758
	Iteration 36Q: 3 clusters Score -97512.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97512.960938 Penalty: 665.926758
	Iteration 37Q: 3 clusters Score -97512.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97512.960938 Penalty: 665.926758
	Iteration 38F: 3 clusters Score -97512.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 954 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 341 members 
Mstep: Class 50 contains 330 members 
Mstep: Class 51 contains 191 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 1020 members 
Entering Unmasked Estep 
Score: -53259148.000000 Penalty: 33056.921875
Splitting cluster 36 changes total score from -53257788.000000 to -53259148.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 37 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -25321.962891 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -25321.96 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 205 members 
Entering Unmasked Estep 
Score: -24910.580078 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -24910.58 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25033.875000 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -25033.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25080.740234 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -25080.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25109.572266 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -25109.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25125.078125 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -25125.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25127.738281 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -25127.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25128.939453 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -25128.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25129.583984 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -25129.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25131.601562 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -25131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25135.818359 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -25135.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25142.740234 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -25142.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25144.912109 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -25144.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25145.398438 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -25145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25145.398438 Penalty: 545.903259
	Iteration 13F: 3 clusters Score -25145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -15865.585938 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -15865.59 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 135 members 
Entering Unmasked Estep 
Score: -15556.371094 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -15556.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15680.781250 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -15680.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15732.728516 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -15732.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15769.757812 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -15769.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15783.527344 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -15783.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15791.497070 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -15791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15799.276367 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -15799.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15802.244141 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -15802.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15804.414062 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -15804.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15804.414062 Penalty: 516.584595
	Iteration 9F: 3 clusters Score -15804.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24068.763672 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24068.76 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 180 members 
Entering Unmasked Estep 
Score: -23643.462891 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23643.46 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23750.320312 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -23750.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23791.945312 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -23791.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23818.152344 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -23818.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23838.849609 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -23838.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23866.138672 Penalty: 542.919373
	Iteration 5F: 3 clusters Score -23866.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23885.488281 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -23885.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23905.490234 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -23905.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23930.085938 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -23930.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23976.386719 Penalty: 542.919373
	Iteration 9F: 3 clusters Score -23976.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24004.250000 Penalty: 542.919373
	Iteration 10F: 3 clusters Score -24004.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24015.792969 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24015.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24016.902344 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24016.902344 Penalty: 542.919373
	Iteration 13F: 3 clusters Score -24016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -59223.164062 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -59223.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58426.687500 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -58426.69 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -58827.175781 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -58827.18 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59016.296875 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -59016.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -59141.855469 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -59141.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59231.984375 Penalty: 624.320435
	Iteration 4F: 3 clusters Score -59231.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59275.296875 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -59275.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59293.867188 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -59293.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59300.476562 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -59300.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59307.121094 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -59307.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -59310.386719 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -59310.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -59312.621094 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -59312.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59314.335938 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -59314.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59318.207031 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -59318.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59320.917969 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -59320.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -59324.191406 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -59324.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59324.437500 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -59324.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59324.437500 Penalty: 624.320435
	Iteration 16F: 3 clusters Score -59324.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 912 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 390 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 359 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 341 members 
Mstep: Class 50 contains 330 members 
Mstep: Class 51 contains 191 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 1020 members 
Mstep: Class 54 contains 671 members 
Entering Unmasked Estep 
Score: -53258892.000000 Penalty: 33680.636719
Splitting cluster 40 changes total score from -53257788.000000 to -53258892.000000
So it's getting split into cluster 54.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 294 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 93910 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 78369 members 
Mstep: Class 10 contains 74161 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 186 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 90201 members 
Mstep: Class 15 contains 147926 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 84604 members 
Mstep: Class 21 contains 282 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 46343 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 403 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 390 members 
Mstep: Class 40 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53259724.000000 Penalty: 33680.636719
Iteration 119Q: 55 clusters Score -5.325972e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 94622 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 38772 members 
Mstep: Class 9 contains 78329 members 
Mstep: Class 10 contains 73519 members 
Mstep: Class 11 contains 419 members 
Mstep: Class 12 contains 189 members 
Mstep: Class 13 contains 25696 members 
Mstep: Class 14 contains 90222 members 
Mstep: Class 15 contains 147211 members 
Mstep: Class 16 contains 88127 members 
Mstep: Class 17 contains 290 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 4226 members 
Mstep: Class 20 contains 84675 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 20448 members 
Mstep: Class 23 contains 333 members 
Mstep: Class 24 contains 1242 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 416 members 
Mstep: Class 28 contains 282 members 
Mstep: Class 29 contains 643 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 82730 members 
Mstep: Class 35 contains 46562 members 
Mstep: Class 36 contains 485 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 393 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 908 members 
Mstep: Class 42 contains 429 members 
Mstep: Class 43 contains 372 members 
Mstep: Class 44 contains 426 members 
Mstep: Class 45 contains 355 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 339 members 
Mstep: Class 50 contains 345 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1013 members 
Mstep: Class 54 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260792.000000 Penalty: 33680.636719
Iteration 120F: 55 clusters Score -5.326079e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 95458 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 38600 members 
Mstep: Class 9 contains 78279 members 
Mstep: Class 10 contains 72766 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 192 members 
Mstep: Class 13 contains 26099 members 
Mstep: Class 14 contains 90263 members 
Mstep: Class 15 contains 145503 members 
Mstep: Class 16 contains 88056 members 
Mstep: Class 17 contains 289 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 84768 members 
Mstep: Class 21 contains 274 members 
Mstep: Class 22 contains 20538 members 
Mstep: Class 23 contains 323 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1214 members 
Mstep: Class 27 contains 418 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 82683 members 
Mstep: Class 35 contains 47749 members 
Mstep: Class 36 contains 485 members 
Mstep: Class 37 contains 412 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 361 members 
Mstep: Class 40 contains 275 members 
Mstep: Class 41 contains 906 members 
Mstep: Class 42 contains 436 members 
Mstep: Class 43 contains 368 members 
Mstep: Class 44 contains 453 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 585 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 347 members 
Mstep: Class 50 contains 379 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1039 members 
Mstep: Class 54 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260868.000000 Penalty: 33680.636719
Iteration 121Q: 55 clusters Score -5.326087e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 96392 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 38440 members 
Mstep: Class 9 contains 78365 members 
Mstep: Class 10 contains 72005 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 26571 members 
Mstep: Class 14 contains 90314 members 
Mstep: Class 15 contains 143570 members 
Mstep: Class 16 contains 88034 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 84761 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 20616 members 
Mstep: Class 23 contains 321 members 
Mstep: Class 24 contains 1191 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1211 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 1001 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 82690 members 
Mstep: Class 35 contains 48893 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 413 members 
Mstep: Class 38 contains 285 members 
Mstep: Class 39 contains 344 members 
Mstep: Class 40 contains 275 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 438 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 377 members 
Mstep: Class 46 contains 919 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 396 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1053 members 
Mstep: Class 54 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260872.000000 Penalty: 33680.636719
Iteration 122Q: 55 clusters Score -5.326087e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 425 members 
Mstep: Class 4 contains 241 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 97437 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 38315 members 
Mstep: Class 9 contains 78485 members 
Mstep: Class 10 contains 71208 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 27073 members 
Mstep: Class 14 contains 90411 members 
Mstep: Class 15 contains 141350 members 
Mstep: Class 16 contains 88015 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 84840 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 20699 members 
Mstep: Class 23 contains 318 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1214 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 980 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 82669 members 
Mstep: Class 35 contains 50074 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 329 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 899 members 
Mstep: Class 42 contains 438 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 380 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 699 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 413 members 
Mstep: Class 51 contains 190 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1067 members 
Mstep: Class 54 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261244.000000 Penalty: 33680.636719
Iteration 123Q: 55 clusters Score -5.326124e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 98514 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 38215 members 
Mstep: Class 9 contains 78609 members 
Mstep: Class 10 contains 70447 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 27583 members 
Mstep: Class 14 contains 90536 members 
Mstep: Class 15 contains 139008 members 
Mstep: Class 16 contains 87964 members 
Mstep: Class 17 contains 288 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4461 members 
Mstep: Class 20 contains 84903 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20787 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 1168 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 433 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 962 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 82672 members 
Mstep: Class 35 contains 51285 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 319 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 898 members 
Mstep: Class 42 contains 439 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 377 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 742 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 418 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1079 members 
Mstep: Class 54 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261104.000000 Penalty: 33680.636719
Iteration 124Q: 55 clusters Score -5.32611e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 99656 members 
Mstep: Class 7 contains 383 members 
Mstep: Class 8 contains 38151 members 
Mstep: Class 9 contains 78764 members 
Mstep: Class 10 contains 69659 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 90704 members 
Mstep: Class 15 contains 136517 members 
Mstep: Class 16 contains 87903 members 
Mstep: Class 17 contains 289 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4503 members 
Mstep: Class 20 contains 84900 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20863 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 1164 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1206 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 633 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 930 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 82690 members 
Mstep: Class 35 contains 52521 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 282 members 
Mstep: Class 41 contains 897 members 
Mstep: Class 42 contains 440 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 794 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 428 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1085 members 
Mstep: Class 54 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261064.000000 Penalty: 33680.636719
Iteration 125Q: 55 clusters Score -5.326106e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 232 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 100878 members 
Mstep: Class 7 contains 382 members 
Mstep: Class 8 contains 38181 members 
Mstep: Class 9 contains 78925 members 
Mstep: Class 10 contains 68880 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 28661 members 
Mstep: Class 14 contains 90841 members 
Mstep: Class 15 contains 133886 members 
Mstep: Class 16 contains 87835 members 
Mstep: Class 17 contains 290 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 84922 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 1157 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 428 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 631 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 82746 members 
Mstep: Class 35 contains 53758 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 897 members 
Mstep: Class 42 contains 440 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 830 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 175 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1089 members 
Mstep: Class 54 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261324.000000 Penalty: 33680.636719
Iteration 126Q: 55 clusters Score -5.326132e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 102234 members 
Mstep: Class 7 contains 380 members 
Mstep: Class 8 contains 38246 members 
Mstep: Class 9 contains 79083 members 
Mstep: Class 10 contains 68058 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 29235 members 
Mstep: Class 14 contains 90932 members 
Mstep: Class 15 contains 131124 members 
Mstep: Class 16 contains 87784 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 84913 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20942 members 
Mstep: Class 23 contains 317 members 
Mstep: Class 24 contains 1154 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1204 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 82859 members 
Mstep: Class 35 contains 54998 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 896 members 
Mstep: Class 42 contains 443 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 851 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 173 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261668.000000 Penalty: 33680.636719
Iteration 127Q: 55 clusters Score -5.326167e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 103605 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 8 contains 38354 members 
Mstep: Class 9 contains 79223 members 
Mstep: Class 10 contains 67211 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 91002 members 
Mstep: Class 15 contains 128308 members 
Mstep: Class 16 contains 87732 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4608 members 
Mstep: Class 20 contains 84899 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20939 members 
Mstep: Class 23 contains 316 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 425 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 627 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 82966 members 
Mstep: Class 35 contains 56253 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 895 members 
Mstep: Class 42 contains 443 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 858 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 174 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1093 members 
Mstep: Class 54 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262032.000000 Penalty: 33680.636719
Iteration 128Q: 55 clusters Score -5.326203e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 234 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 105096 members 
Mstep: Class 7 contains 377 members 
Mstep: Class 8 contains 38544 members 
Mstep: Class 9 contains 79390 members 
Mstep: Class 10 contains 66261 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 30594 members 
Mstep: Class 14 contains 91059 members 
Mstep: Class 15 contains 125321 members 
Mstep: Class 16 contains 87718 members 
Mstep: Class 17 contains 293 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 20 contains 84860 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20927 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 424 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 623 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 83104 members 
Mstep: Class 35 contains 57489 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 895 members 
Mstep: Class 42 contains 445 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 863 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 446 members 
Mstep: Class 51 contains 175 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1093 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262644.000000 Penalty: 33680.636719
Iteration 129Q: 55 clusters Score -5.326264e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 106616 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 38783 members 
Mstep: Class 9 contains 79586 members 
Mstep: Class 10 contains 65288 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 31390 members 
Mstep: Class 14 contains 91081 members 
Mstep: Class 15 contains 122135 members 
Mstep: Class 16 contains 87656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4675 members 
Mstep: Class 20 contains 84892 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20930 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 417 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 622 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 815 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 83333 members 
Mstep: Class 35 contains 58644 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 446 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 466 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 870 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 452 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1092 members 
Mstep: Class 54 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263488.000000 Penalty: 33680.636719
Iteration 130Q: 55 clusters Score -5.326349e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 108107 members 
Mstep: Class 7 contains 375 members 
Mstep: Class 8 contains 39096 members 
Mstep: Class 9 contains 79805 members 
Mstep: Class 10 contains 64295 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 32241 members 
Mstep: Class 14 contains 91033 members 
Mstep: Class 15 contains 118972 members 
Mstep: Class 16 contains 87586 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4704 members 
Mstep: Class 20 contains 84945 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20903 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 412 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 621 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 803 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 83531 members 
Mstep: Class 35 contains 59798 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 273 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 447 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 467 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 873 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 457 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1089 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263980.000000 Penalty: 33680.636719
Iteration 131Q: 55 clusters Score -5.326398e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 232 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 109620 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 39371 members 
Mstep: Class 9 contains 80094 members 
Mstep: Class 10 contains 63239 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 33117 members 
Mstep: Class 14 contains 90924 members 
Mstep: Class 15 contains 115877 members 
Mstep: Class 16 contains 87552 members 
Mstep: Class 17 contains 296 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4732 members 
Mstep: Class 20 contains 84972 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20891 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 412 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 792 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 83705 members 
Mstep: Class 35 contains 60934 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 272 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 449 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 469 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 872 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 463 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1088 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264356.000000 Penalty: 33680.636719
Iteration 132Q: 55 clusters Score -5.326436e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 111058 members 
Mstep: Class 7 contains 372 members 
Mstep: Class 8 contains 39689 members 
Mstep: Class 9 contains 80362 members 
Mstep: Class 10 contains 62174 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 33967 members 
Mstep: Class 14 contains 90823 members 
Mstep: Class 15 contains 112813 members 
Mstep: Class 16 contains 87491 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4765 members 
Mstep: Class 20 contains 85005 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20866 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 83958 members 
Mstep: Class 35 contains 62072 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 469 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 873 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 464 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265116.000000 Penalty: 33680.636719
Iteration 133Q: 55 clusters Score -5.326512e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 112467 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 39945 members 
Mstep: Class 9 contains 80620 members 
Mstep: Class 10 contains 61142 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 34782 members 
Mstep: Class 14 contains 90704 members 
Mstep: Class 15 contains 109793 members 
Mstep: Class 16 contains 87449 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 85035 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20846 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 411 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 765 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 566 members 
Mstep: Class 34 contains 84230 members 
Mstep: Class 35 contains 63236 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 469 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 873 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 467 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265560.000000 Penalty: 33680.636719
Iteration 134Q: 55 clusters Score -5.326556e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 113785 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 40213 members 
Mstep: Class 9 contains 80832 members 
Mstep: Class 10 contains 60068 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 35606 members 
Mstep: Class 14 contains 90571 members 
Mstep: Class 15 contains 106953 members 
Mstep: Class 16 contains 87453 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 85039 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 409 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 759 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84531 members 
Mstep: Class 35 contains 64350 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 469 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 871 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 466 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265900.000000 Penalty: 33680.636719
Iteration 135Q: 55 clusters Score -5.32659e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 114970 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 81053 members 
Mstep: Class 10 contains 59043 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 36408 members 
Mstep: Class 14 contains 90433 members 
Mstep: Class 15 contains 104248 members 
Mstep: Class 16 contains 87422 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4865 members 
Mstep: Class 20 contains 85055 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20813 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 409 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 687 members 
Mstep: Class 31 contains 748 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84768 members 
Mstep: Class 35 contains 65486 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 872 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 470 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266464.000000 Penalty: 33680.636719
Iteration 136Q: 55 clusters Score -5.326646e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 115997 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 40780 members 
Mstep: Class 9 contains 81256 members 
Mstep: Class 10 contains 58022 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 37221 members 
Mstep: Class 14 contains 90249 members 
Mstep: Class 15 contains 101782 members 
Mstep: Class 16 contains 87358 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 85041 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20795 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 407 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85005 members 
Mstep: Class 35 contains 66692 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 871 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 469 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267124.000000 Penalty: 33680.636719
Iteration 137Q: 55 clusters Score -5.326712e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 116925 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 41044 members 
Mstep: Class 9 contains 81452 members 
Mstep: Class 10 contains 57013 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 37998 members 
Mstep: Class 14 contains 90042 members 
Mstep: Class 15 contains 99534 members 
Mstep: Class 16 contains 87289 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 85042 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20770 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1202 members 
Mstep: Class 27 contains 408 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 692 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85137 members 
Mstep: Class 35 contains 67931 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 870 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 472 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267856.000000 Penalty: 33680.636719
Iteration 138Q: 55 clusters Score -5.326786e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 117714 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 41266 members 
Mstep: Class 9 contains 81624 members 
Mstep: Class 10 contains 55971 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 38807 members 
Mstep: Class 14 contains 89796 members 
Mstep: Class 15 contains 97518 members 
Mstep: Class 16 contains 87280 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 85018 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20737 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 408 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85174 members 
Mstep: Class 35 contains 69260 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 871 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 472 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268684.000000 Penalty: 33680.636719
Iteration 139Q: 55 clusters Score -5.326868e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 118258 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 41452 members 
Mstep: Class 9 contains 81803 members 
Mstep: Class 10 contains 54898 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 39621 members 
Mstep: Class 14 contains 89526 members 
Mstep: Class 15 contains 95675 members 
Mstep: Class 16 contains 87262 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 85044 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20673 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 712 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85223 members 
Mstep: Class 35 contains 70701 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 874 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 474 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269556.000000 Penalty: 33680.636719
Iteration 140F: 55 clusters Score -5.326956e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 118742 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 41646 members 
Mstep: Class 9 contains 81981 members 
Mstep: Class 10 contains 53793 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 40421 members 
Mstep: Class 14 contains 89257 members 
Mstep: Class 15 contains 93830 members 
Mstep: Class 16 contains 87295 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 85055 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20579 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 403 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 705 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85235 members 
Mstep: Class 35 contains 72280 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 875 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 477 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270232.000000 Penalty: 33680.636719
Iteration 141Q: 55 clusters Score -5.327023e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119149 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 41843 members 
Mstep: Class 9 contains 82107 members 
Mstep: Class 10 contains 52650 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 41232 members 
Mstep: Class 14 contains 88987 members 
Mstep: Class 15 contains 92172 members 
Mstep: Class 16 contains 87283 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 85103 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20475 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 404 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85185 members 
Mstep: Class 35 contains 73910 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 876 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 479 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270944.000000 Penalty: 33680.636719
Iteration 142Q: 55 clusters Score -5.327094e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119454 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 41984 members 
Mstep: Class 9 contains 82225 members 
Mstep: Class 10 contains 51581 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 88686 members 
Mstep: Class 15 contains 90724 members 
Mstep: Class 16 contains 87277 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 85052 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20370 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 688 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85154 members 
Mstep: Class 35 contains 75526 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 878 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 481 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53271632.000000 Penalty: 33680.636719
Iteration 143Q: 55 clusters Score -5.327163e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119637 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 42169 members 
Mstep: Class 9 contains 82340 members 
Mstep: Class 10 contains 50466 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 42859 members 
Mstep: Class 14 contains 88314 members 
Mstep: Class 15 contains 89469 members 
Mstep: Class 16 contains 87320 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 84934 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20246 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 683 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85078 members 
Mstep: Class 35 contains 77258 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 878 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272668.000000 Penalty: 33680.636719
Iteration 144Q: 55 clusters Score -5.327267e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119817 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 42348 members 
Mstep: Class 9 contains 82452 members 
Mstep: Class 10 contains 49351 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 43636 members 
Mstep: Class 14 contains 87587 members 
Mstep: Class 15 contains 88462 members 
Mstep: Class 16 contains 87355 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 84905 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 20096 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84906 members 
Mstep: Class 35 contains 79178 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 878 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273844.000000 Penalty: 33680.636719
Iteration 145Q: 55 clusters Score -5.327384e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119920 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 42573 members 
Mstep: Class 9 contains 82551 members 
Mstep: Class 10 contains 48270 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 44377 members 
Mstep: Class 14 contains 86733 members 
Mstep: Class 15 contains 87672 members 
Mstep: Class 16 contains 87407 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 84915 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 19958 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 661 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84535 members 
Mstep: Class 35 contains 81195 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 881 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274904.000000 Penalty: 33680.636719
Iteration 146Q: 55 clusters Score -5.32749e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119997 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 42816 members 
Mstep: Class 9 contains 82537 members 
Mstep: Class 10 contains 47159 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 45182 members 
Mstep: Class 14 contains 85729 members 
Mstep: Class 15 contains 87104 members 
Mstep: Class 16 contains 87434 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 84993 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 19805 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 656 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 83988 members 
Mstep: Class 35 contains 83361 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 885 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53276004.000000 Penalty: 33680.636719
Iteration 147Q: 55 clusters Score -5.3276e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120064 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 43053 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 46001 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 46036 members 
Mstep: Class 14 contains 84535 members 
Mstep: Class 15 contains 86692 members 
Mstep: Class 16 contains 87480 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 85128 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 19637 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 83321 members 
Mstep: Class 35 contains 85692 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 887 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277276.000000 Penalty: 33680.636719
Iteration 148Q: 55 clusters Score -5.327728e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120142 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 43290 members 
Mstep: Class 9 contains 82343 members 
Mstep: Class 10 contains 44875 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 46911 members 
Mstep: Class 14 contains 83120 members 
Mstep: Class 15 contains 86364 members 
Mstep: Class 16 contains 87489 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 85322 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 19467 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 641 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 82622 members 
Mstep: Class 35 contains 88220 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 892 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278664.000000 Penalty: 33680.636719
Iteration 149Q: 55 clusters Score -5.327866e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120252 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 43572 members 
Mstep: Class 9 contains 82213 members 
Mstep: Class 10 contains 43782 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 47748 members 
Mstep: Class 14 contains 81562 members 
Mstep: Class 15 contains 86163 members 
Mstep: Class 16 contains 87437 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 85545 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 19261 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 633 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 81940 members 
Mstep: Class 35 contains 90723 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 898 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279368.000000 Penalty: 33680.636719
Iteration 150Q: 55 clusters Score -5.327937e+07 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120342 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 43920 members 
Mstep: Class 9 contains 82043 members 
Mstep: Class 10 contains 42695 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 48619 members 
Mstep: Class 14 contains 79560 members 
Mstep: Class 15 contains 86179 members 
Mstep: Class 16 contains 87378 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4915 members 
Mstep: Class 20 contains 85789 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 19030 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 627 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 81405 members 
Mstep: Class 35 contains 93284 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 910 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280084.000000 Penalty: 33680.636719
Iteration 151Q: 55 clusters Score -5.328008e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120458 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 44287 members 
Mstep: Class 9 contains 81967 members 
Mstep: Class 10 contains 41581 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 49516 members 
Mstep: Class 14 contains 76992 members 
Mstep: Class 15 contains 86335 members 
Mstep: Class 16 contains 87368 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 86023 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18755 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 622 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 81243 members 
Mstep: Class 35 contains 95764 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 470 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 918 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279236.000000 Penalty: 33680.636719
Iteration 152Q: 55 clusters Score -5.327924e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120713 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 44766 members 
Mstep: Class 9 contains 82122 members 
Mstep: Class 10 contains 40492 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 50426 members 
Mstep: Class 14 contains 74377 members 
Mstep: Class 15 contains 86492 members 
Mstep: Class 16 contains 87347 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4832 members 
Mstep: Class 20 contains 86255 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18432 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 615 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 81475 members 
Mstep: Class 35 contains 97428 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 922 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278228.000000 Penalty: 33680.636719
Iteration 153Q: 55 clusters Score -5.327823e+07 nChanged 15214
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120978 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 45395 members 
Mstep: Class 9 contains 82456 members 
Mstep: Class 10 contains 39462 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 51385 members 
Mstep: Class 14 contains 71588 members 
Mstep: Class 15 contains 86587 members 
Mstep: Class 16 contains 87424 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 86419 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18162 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 606 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 82244 members 
Mstep: Class 35 contains 98230 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 924 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277872.000000 Penalty: 33680.636719
Iteration 154Q: 55 clusters Score -5.327787e+07 nChanged 14480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121321 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 82932 members 
Mstep: Class 10 contains 38493 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 52393 members 
Mstep: Class 14 contains 68600 members 
Mstep: Class 15 contains 86606 members 
Mstep: Class 16 contains 87558 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4836 members 
Mstep: Class 20 contains 86542 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17966 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 592 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 83332 members 
Mstep: Class 35 contains 98486 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 920 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277360.000000 Penalty: 33680.636719
Iteration 155Q: 55 clusters Score -5.327736e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121667 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 46865 members 
Mstep: Class 9 contains 83521 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 53396 members 
Mstep: Class 14 contains 65700 members 
Mstep: Class 15 contains 86604 members 
Mstep: Class 16 contains 87748 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4804 members 
Mstep: Class 20 contains 86614 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17796 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 304 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84398 members 
Mstep: Class 35 contains 98553 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 923 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277136.000000 Penalty: 33680.636719
Iteration 156Q: 55 clusters Score -5.327714e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121979 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 47644 members 
Mstep: Class 9 contains 84046 members 
Mstep: Class 10 contains 36617 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 54280 members 
Mstep: Class 14 contains 63126 members 
Mstep: Class 15 contains 86675 members 
Mstep: Class 16 contains 87912 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4759 members 
Mstep: Class 20 contains 86652 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17627 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85414 members 
Mstep: Class 35 contains 98470 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 925 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 180 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277116.000000 Penalty: 33680.636719
Iteration 157Q: 55 clusters Score -5.327712e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122177 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 48437 members 
Mstep: Class 9 contains 84623 members 
Mstep: Class 10 contains 35747 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 55171 members 
Mstep: Class 14 contains 60866 members 
Mstep: Class 15 contains 86626 members 
Mstep: Class 16 contains 88051 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4723 members 
Mstep: Class 20 contains 86714 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17489 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 550 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 86353 members 
Mstep: Class 35 contains 98236 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 928 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277088.000000 Penalty: 33680.636719
Iteration 158Q: 55 clusters Score -5.327709e+07 nChanged 11034
Entering ConstructFrom: 
Score: -53277088.000000 Penalty: 33680.636719
Entering ConstructFrom: 
Trying to split cluster 1 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -31347.792969 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -31347.79 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 273 members 
Entering Unmasked Estep 
Score: -30878.927734 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -30878.93 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31111.501953 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -31111.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31154.326172 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -31154.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31169.582031 Penalty: 568.042297
	Iteration 3Q: 3 clusters Score -31169.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31179.132812 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -31179.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31188.433594 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -31188.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31198.464844 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -31198.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31211.707031 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -31211.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31226.666016 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -31226.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31236.736328 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -31236.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31248.318359 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -31248.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31258.470703 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -31258.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31263.808594 Penalty: 568.042297
	Iteration 12Q: 3 clusters Score -31263.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31267.244141 Penalty: 568.042297
	Iteration 13Q: 3 clusters Score -31267.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31271.212891 Penalty: 568.042297
	Iteration 14Q: 3 clusters Score -31271.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31275.453125 Penalty: 568.042297
	Iteration 15Q: 3 clusters Score -31275.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31276.699219 Penalty: 568.042297
	Iteration 16Q: 3 clusters Score -31276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31278.337891 Penalty: 568.042297
	Iteration 17Q: 3 clusters Score -31278.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31279.966797 Penalty: 568.042297
	Iteration 18Q: 3 clusters Score -31279.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31283.509766 Penalty: 568.042297
	Iteration 19Q: 3 clusters Score -31283.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31289.199219 Penalty: 568.042297
	Iteration 20F: 3 clusters Score -31289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31300.113281 Penalty: 568.042297
	Iteration 21Q: 3 clusters Score -31300.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31322.933594 Penalty: 568.042297
	Iteration 22Q: 3 clusters Score -31322.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31355.214844 Penalty: 568.042297
	Iteration 23Q: 3 clusters Score -31355.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31367.195312 Penalty: 568.042297
	Iteration 24Q: 3 clusters Score -31367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31374.976562 Penalty: 568.042297
	Iteration 25Q: 3 clusters Score -31374.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31385.228516 Penalty: 568.042297
	Iteration 26Q: 3 clusters Score -31385.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31405.441406 Penalty: 568.042297
	Iteration 27Q: 3 clusters Score -31405.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31419.750000 Penalty: 568.042297
	Iteration 28Q: 3 clusters Score -31419.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31430.310547 Penalty: 568.042297
	Iteration 29Q: 3 clusters Score -31430.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31437.080078 Penalty: 568.042297
	Iteration 30Q: 3 clusters Score -31437.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31438.525391 Penalty: 568.042297
	Iteration 31Q: 3 clusters Score -31438.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31439.279297 Penalty: 568.042297
	Iteration 32Q: 3 clusters Score -31439.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31439.279297 Penalty: 568.042297
	Iteration 33F: 3 clusters Score -31439.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 190 members 
Entering Unmasked Estep 
Score: -53275844.000000 Penalty: 34304.355469
Splitting cluster 1 changes total score from -53277088.000000 to -53275844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -184514.718750 Penalty: 362.966339
	Iteration 0F: 2 clusters Score -184514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -182508.296875 Penalty: 725.932678
	Iteration 0F: 3 clusters Score -182508.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -183393.453125 Penalty: 725.932678
	Iteration 1F: 3 clusters Score -183393.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -183634.359375 Penalty: 725.932678
	Iteration 2F: 3 clusters Score -183634.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -183841.718750 Penalty: 725.932678
	Iteration 3F: 3 clusters Score -183841.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -183970.187500 Penalty: 725.932678
	Iteration 4F: 3 clusters Score -183970.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -184041.765625 Penalty: 725.932678
	Iteration 5Q: 3 clusters Score -184041.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -184084.609375 Penalty: 725.932678
	Iteration 6Q: 3 clusters Score -184084.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -184117.937500 Penalty: 725.932678
	Iteration 7Q: 3 clusters Score -184117.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -184136.156250 Penalty: 725.932678
	Iteration 8Q: 3 clusters Score -184136.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -184149.296875 Penalty: 725.932678
	Iteration 9Q: 3 clusters Score -184149.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -184157.906250 Penalty: 725.932678
	Iteration 10Q: 3 clusters Score -184157.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -184163.546875 Penalty: 725.932678
	Iteration 11Q: 3 clusters Score -184163.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -184165.468750 Penalty: 725.932678
	Iteration 12Q: 3 clusters Score -184165.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -184166.125000 Penalty: 725.932678
	Iteration 13Q: 3 clusters Score -184166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -184167.125000 Penalty: 725.932678
	Iteration 14Q: 3 clusters Score -184167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -184168.093750 Penalty: 725.932678
	Iteration 15Q: 3 clusters Score -184168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -184168.093750 Penalty: 725.932678
	Iteration 16Q: 3 clusters Score -184168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -184168.765625 Penalty: 725.932678
	Iteration 17Q: 3 clusters Score -184168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -184169.046875 Penalty: 725.932678
	Iteration 18Q: 3 clusters Score -184169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -184169.046875 Penalty: 725.932678
	Iteration 19F: 3 clusters Score -184169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -8769.411133 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -8769.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8370.095703 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -8370.096 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8598.345703 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -8598.346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8689.033203 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -8689.033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8730.494141 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -8730.494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8742.925781 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -8742.926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8758.288086 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -8758.288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8761.321289 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -8761.321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8762.576172 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -8762.576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8763.835938 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -8763.836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8764.920898 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -8764.921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8765.219727 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -8765.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8765.219727 Penalty: 547.248108
	Iteration 11F: 3 clusters Score -8765.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12259.980469 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12259.98 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 118 members 
Entering Unmasked Estep 
Score: -11973.811523 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11973.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12096.324219 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12096.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12131.037109 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12131.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12147.386719 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -12147.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12160.712891 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12160.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12166.431641 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12166.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12181.640625 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12181.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12188.691406 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12188.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12188.691406 Penalty: 495.260010
	Iteration 8F: 3 clusters Score -12188.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -42462.074219 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -42462.07 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 361 members 
Entering Unmasked Estep 
Score: -41868.957031 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -41868.96 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -42053.128906 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -42053.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -42144.332031 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -42144.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -42234.722656 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -42234.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42294.773438 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -42294.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42351.312500 Penalty: 594.044189
	Iteration 5F: 3 clusters Score -42351.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42404.824219 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -42404.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42442.562500 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -42442.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42465.140625 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -42465.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -42483.890625 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -42483.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42508.117188 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -42508.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42520.367188 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -42520.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42537.652344 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -42537.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -42543.976562 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -42543.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42547.687500 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -42547.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42554.269531 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -42554.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42556.046875 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -42556.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42556.335938 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -42556.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42559.179688 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -42559.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42559.972656 Penalty: 594.044189
	Iteration 19Q: 3 clusters Score -42559.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42559.972656 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -42559.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 263 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 421 members 
Entering Unmasked Estep 
Score: -53275868.000000 Penalty: 34304.355469
Splitting cluster 5 changes total score from -53277088.000000 to -53275868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (122363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Entering Unmasked Estep 
Score: -7479676.500000 Penalty: 533.020996
	Iteration 0F: 2 clusters Score -7479676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -7401032.500000 Penalty: 1066.041992
	Iteration 0F: 3 clusters Score -7401032 nChanged 59734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -7437289.000000 Penalty: 1066.041992
	Iteration 1F: 3 clusters Score -7437289 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -7439087.000000 Penalty: 1066.041992
	Iteration 2Q: 3 clusters Score -7439087 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -7441861.000000 Penalty: 1066.041992
	Iteration 3F: 3 clusters Score -7441861 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -7446407.500000 Penalty: 1066.041992
	Iteration 4F: 3 clusters Score -7446408 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7453032.000000 Penalty: 1066.041992
	Iteration 5F: 3 clusters Score -7453032 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -7460760.500000 Penalty: 1066.041992
	Iteration 6F: 3 clusters Score -7460760 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -7466914.500000 Penalty: 1066.041992
	Iteration 7F: 3 clusters Score -7466914 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105378 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -7470895.500000 Penalty: 1066.041992
	Iteration 8Q: 3 clusters Score -7470896 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -7473051.500000 Penalty: 1066.041992
	Iteration 9Q: 3 clusters Score -7473052 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -7474449.000000 Penalty: 1066.041992
	Iteration 10Q: 3 clusters Score -7474449 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113759 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -7475504.500000 Penalty: 1066.041992
	Iteration 11Q: 3 clusters Score -7475504 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115698 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -7476354.500000 Penalty: 1066.041992
	Iteration 12Q: 3 clusters Score -7476354 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117326 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7477007.000000 Penalty: 1066.041992
	Iteration 13Q: 3 clusters Score -7477007 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7477565.000000 Penalty: 1066.041992
	Iteration 14Q: 3 clusters Score -7477565 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7478020.500000 Penalty: 1066.041992
	Iteration 15Q: 3 clusters Score -7478020 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7478389.000000 Penalty: 1066.041992
	Iteration 16Q: 3 clusters Score -7478389 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7478684.000000 Penalty: 1066.041992
	Iteration 17Q: 3 clusters Score -7478684 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7478886.000000 Penalty: 1066.041992
	Iteration 18Q: 3 clusters Score -7478886 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7478998.500000 Penalty: 1066.041992
	Iteration 19Q: 3 clusters Score -7478998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7479068.000000 Penalty: 1066.041992
	Iteration 20F: 3 clusters Score -7479068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7479137.000000 Penalty: 1066.041992
	Iteration 21Q: 3 clusters Score -7479137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122022 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7479185.500000 Penalty: 1066.041992
	Iteration 22Q: 3 clusters Score -7479186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122068 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7479209.000000 Penalty: 1066.041992
	Iteration 23Q: 3 clusters Score -7479209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122094 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7479215.000000 Penalty: 1066.041992
	Iteration 24Q: 3 clusters Score -7479215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7479222.500000 Penalty: 1066.041992
	Iteration 25Q: 3 clusters Score -7479222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7479229.000000 Penalty: 1066.041992
	Iteration 26Q: 3 clusters Score -7479229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122143 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7479237.500000 Penalty: 1066.041992
	Iteration 27Q: 3 clusters Score -7479238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7479248.000000 Penalty: 1066.041992
	Iteration 28Q: 3 clusters Score -7479248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7479256.500000 Penalty: 1066.041992
	Iteration 29Q: 3 clusters Score -7479256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7479258.000000 Penalty: 1066.041992
	Iteration 30Q: 3 clusters Score -7479258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7479257.500000 Penalty: 1066.041992
	Iteration 31Q: 3 clusters Score -7479258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7479257.500000 Penalty: 1066.041992
	Iteration 32Q: 3 clusters Score -7479258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7479260.500000 Penalty: 1066.041992
	Iteration 33Q: 3 clusters Score -7479260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7479258.000000 Penalty: 1066.041992
	Iteration 34Q: 3 clusters Score -7479258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7479262.500000 Penalty: 1066.041992
	Iteration 35Q: 3 clusters Score -7479262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7479262.500000 Penalty: 1066.041992
	Iteration 36Q: 3 clusters Score -7479262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7479261.500000 Penalty: 1066.041992
	Iteration 37Q: 3 clusters Score -7479262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7479259.000000 Penalty: 1066.041992
	Iteration 38Q: 3 clusters Score -7479259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7479259.000000 Penalty: 1066.041992
	Iteration 39F: 3 clusters Score -7479259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -22582.044922 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -22582.04 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 194 members 
Entering Unmasked Estep 
Score: -22168.400391 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -22168.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22289.671875 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -22289.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22386.246094 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -22386.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22457.298828 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -22457.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22507.037109 Penalty: 537.882507
	Iteration 4F: 3 clusters Score -22507.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22537.898438 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -22537.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22576.345703 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -22576.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22619.876953 Penalty: 537.882507
	Iteration 7F: 3 clusters Score -22619.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22639.533203 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -22639.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22658.302734 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -22658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22687.318359 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -22687.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22721.785156 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -22721.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22813.720703 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -22813.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22819.662109 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -22819.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22820.523438 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -22820.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22820.523438 Penalty: 537.882507
	Iteration 15F: 3 clusters Score -22820.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 215 members 
Entering Unmasked Estep 
Score: -53275948.000000 Penalty: 34304.355469
Splitting cluster 7 changes total score from -53277088.000000 to -53275948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (49225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Entering Unmasked Estep 
Score: -3095937.750000 Penalty: 491.589142
	Iteration 0F: 2 clusters Score -3095938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -3062739.000000 Penalty: 983.178284
	Iteration 0F: 3 clusters Score -3062739 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3077233.250000 Penalty: 983.178284
	Iteration 1F: 3 clusters Score -3077233 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3078043.500000 Penalty: 983.178284
	Iteration 2Q: 3 clusters Score -3078044 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3078995.250000 Penalty: 983.178284
	Iteration 3Q: 3 clusters Score -3078995 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3080364.750000 Penalty: 983.178284
	Iteration 4F: 3 clusters Score -3080365 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3082356.250000 Penalty: 983.178284
	Iteration 5F: 3 clusters Score -3082356 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3084619.000000 Penalty: 983.178284
	Iteration 6F: 3 clusters Score -3084619 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3086534.750000 Penalty: 983.178284
	Iteration 7F: 3 clusters Score -3086535 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3087386.500000 Penalty: 983.178284
	Iteration 8Q: 3 clusters Score -3087386 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3087710.250000 Penalty: 983.178284
	Iteration 9Q: 3 clusters Score -3087710 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3087896.500000 Penalty: 983.178284
	Iteration 10Q: 3 clusters Score -3087896 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3088051.750000 Penalty: 983.178284
	Iteration 11Q: 3 clusters Score -3088052 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3088211.500000 Penalty: 983.178284
	Iteration 12Q: 3 clusters Score -3088212 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3088375.250000 Penalty: 983.178284
	Iteration 13Q: 3 clusters Score -3088375 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3088528.000000 Penalty: 983.178284
	Iteration 14Q: 3 clusters Score -3088528 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3088695.000000 Penalty: 983.178284
	Iteration 15Q: 3 clusters Score -3088695 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3088892.250000 Penalty: 983.178284
	Iteration 16Q: 3 clusters Score -3088892 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -3089103.750000 Penalty: 983.178284
	Iteration 17Q: 3 clusters Score -3089104 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -3089308.250000 Penalty: 983.178284
	Iteration 18Q: 3 clusters Score -3089308 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3089544.500000 Penalty: 983.178284
	Iteration 19Q: 3 clusters Score -3089544 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -3089821.250000 Penalty: 983.178284
	Iteration 20F: 3 clusters Score -3089821 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -3090082.500000 Penalty: 983.178284
	Iteration 21Q: 3 clusters Score -3090082 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -3090350.250000 Penalty: 983.178284
	Iteration 22Q: 3 clusters Score -3090350 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -3090631.500000 Penalty: 983.178284
	Iteration 23Q: 3 clusters Score -3090632 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3090889.250000 Penalty: 983.178284
	Iteration 24Q: 3 clusters Score -3090889 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -3091186.000000 Penalty: 983.178284
	Iteration 25Q: 3 clusters Score -3091186 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -3091445.750000 Penalty: 983.178284
	Iteration 26Q: 3 clusters Score -3091446 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -3091677.750000 Penalty: 983.178284
	Iteration 27Q: 3 clusters Score -3091678 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -3091911.000000 Penalty: 983.178284
	Iteration 28Q: 3 clusters Score -3091911 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -3092139.750000 Penalty: 983.178284
	Iteration 29Q: 3 clusters Score -3092140 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -3092410.000000 Penalty: 983.178284
	Iteration 30Q: 3 clusters Score -3092410 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -3092698.000000 Penalty: 983.178284
	Iteration 31Q: 3 clusters Score -3092698 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -3093012.500000 Penalty: 983.178284
	Iteration 32Q: 3 clusters Score -3093012 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -3093326.500000 Penalty: 983.178284
	Iteration 33Q: 3 clusters Score -3093326 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -3093647.750000 Penalty: 983.178284
	Iteration 34Q: 3 clusters Score -3093648 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -3093939.250000 Penalty: 983.178284
	Iteration 35Q: 3 clusters Score -3093939 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -3094210.000000 Penalty: 983.178284
	Iteration 36Q: 3 clusters Score -3094210 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -3094437.250000 Penalty: 983.178284
	Iteration 37Q: 3 clusters Score -3094437 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -3094642.500000 Penalty: 983.178284
	Iteration 38Q: 3 clusters Score -3094642 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -3094784.500000 Penalty: 983.178284
	Iteration 39Q: 3 clusters Score -3094784 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -3094938.500000 Penalty: 983.178284
	Iteration 40F: 3 clusters Score -3094938 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -3095045.250000 Penalty: 983.178284
	Iteration 41Q: 3 clusters Score -3095045 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -3095139.250000 Penalty: 983.178284
	Iteration 42Q: 3 clusters Score -3095139 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -3095208.750000 Penalty: 983.178284
	Iteration 43Q: 3 clusters Score -3095209 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -3095275.000000 Penalty: 983.178284
	Iteration 44Q: 3 clusters Score -3095275 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -3095316.000000 Penalty: 983.178284
	Iteration 45Q: 3 clusters Score -3095316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -3095353.500000 Penalty: 983.178284
	Iteration 46Q: 3 clusters Score -3095354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -3095377.750000 Penalty: 983.178284
	Iteration 47Q: 3 clusters Score -3095378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -3095404.250000 Penalty: 983.178284
	Iteration 48Q: 3 clusters Score -3095404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -3095422.500000 Penalty: 983.178284
	Iteration 49Q: 3 clusters Score -3095422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -3095441.500000 Penalty: 983.178284
	Iteration 50Q: 3 clusters Score -3095442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -3095460.500000 Penalty: 983.178284
	Iteration 51Q: 3 clusters Score -3095460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -3095483.750000 Penalty: 983.178284
	Iteration 52Q: 3 clusters Score -3095484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -3095489.250000 Penalty: 983.178284
	Iteration 53Q: 3 clusters Score -3095489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -3095500.000000 Penalty: 983.178284
	Iteration 54Q: 3 clusters Score -3095500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -3095509.500000 Penalty: 983.178284
	Iteration 55Q: 3 clusters Score -3095510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -3095526.250000 Penalty: 983.178284
	Iteration 56Q: 3 clusters Score -3095526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -3095534.000000 Penalty: 983.178284
	Iteration 57Q: 3 clusters Score -3095534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -3095539.750000 Penalty: 983.178284
	Iteration 58Q: 3 clusters Score -3095540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -3095544.750000 Penalty: 983.178284
	Iteration 59Q: 3 clusters Score -3095545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -3095544.750000 Penalty: 983.178284
	Iteration 60F: 3 clusters Score -3095545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -3095547.250000 Penalty: 983.178284
	Iteration 61Q: 3 clusters Score -3095547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -3095550.750000 Penalty: 983.178284
	Iteration 62Q: 3 clusters Score -3095551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -3095551.000000 Penalty: 983.178284
	Iteration 63Q: 3 clusters Score -3095551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -3095551.500000 Penalty: 983.178284
	Iteration 64Q: 3 clusters Score -3095552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -3095550.750000 Penalty: 983.178284
	Iteration 65Q: 3 clusters Score -3095551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -3095548.000000 Penalty: 983.178284
	Iteration 66Q: 3 clusters Score -3095548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -3095552.000000 Penalty: 983.178284
	Iteration 67Q: 3 clusters Score -3095552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -3095552.000000 Penalty: 983.178284
	Iteration 68Q: 3 clusters Score -3095552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -3095554.000000 Penalty: 983.178284
	Iteration 69Q: 3 clusters Score -3095554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -3095554.000000 Penalty: 983.178284
	Iteration 70F: 3 clusters Score -3095554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Entering Unmasked Estep 
Score: -5270489.000000 Penalty: 516.556824
	Iteration 0F: 2 clusters Score -5270489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5213349.000000 Penalty: 1033.113647
	Iteration 0F: 3 clusters Score -5213349 nChanged 41834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5241650.000000 Penalty: 1033.113647
	Iteration 1F: 3 clusters Score -5241650 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5244665.500000 Penalty: 1033.113647
	Iteration 2F: 3 clusters Score -5244666 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -5249112.500000 Penalty: 1033.113647
	Iteration 3F: 3 clusters Score -5249112 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5254335.500000 Penalty: 1033.113647
	Iteration 4F: 3 clusters Score -5254336 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -5258104.000000 Penalty: 1033.113647
	Iteration 5F: 3 clusters Score -5258104 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5259603.500000 Penalty: 1033.113647
	Iteration 6Q: 3 clusters Score -5259604 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5260137.500000 Penalty: 1033.113647
	Iteration 7Q: 3 clusters Score -5260138 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5260526.500000 Penalty: 1033.113647
	Iteration 8Q: 3 clusters Score -5260526 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5260762.500000 Penalty: 1033.113647
	Iteration 9Q: 3 clusters Score -5260762 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -5261019.500000 Penalty: 1033.113647
	Iteration 10Q: 3 clusters Score -5261020 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5261254.500000 Penalty: 1033.113647
	Iteration 11Q: 3 clusters Score -5261254 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -5261465.000000 Penalty: 1033.113647
	Iteration 12Q: 3 clusters Score -5261465 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5261675.000000 Penalty: 1033.113647
	Iteration 13Q: 3 clusters Score -5261675 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5261863.500000 Penalty: 1033.113647
	Iteration 14Q: 3 clusters Score -5261864 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5262049.000000 Penalty: 1033.113647
	Iteration 15Q: 3 clusters Score -5262049 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -5262245.000000 Penalty: 1033.113647
	Iteration 16Q: 3 clusters Score -5262245 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5262453.500000 Penalty: 1033.113647
	Iteration 17Q: 3 clusters Score -5262454 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5262664.500000 Penalty: 1033.113647
	Iteration 18Q: 3 clusters Score -5262664 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5262896.500000 Penalty: 1033.113647
	Iteration 19Q: 3 clusters Score -5262896 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5263112.000000 Penalty: 1033.113647
	Iteration 20F: 3 clusters Score -5263112 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5263367.000000 Penalty: 1033.113647
	Iteration 21Q: 3 clusters Score -5263367 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5263645.000000 Penalty: 1033.113647
	Iteration 22Q: 3 clusters Score -5263645 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5264002.500000 Penalty: 1033.113647
	Iteration 23Q: 3 clusters Score -5264002 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -5264345.000000 Penalty: 1033.113647
	Iteration 24Q: 3 clusters Score -5264345 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -5264681.000000 Penalty: 1033.113647
	Iteration 25Q: 3 clusters Score -5264681 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -5265044.500000 Penalty: 1033.113647
	Iteration 26Q: 3 clusters Score -5265044 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5265451.500000 Penalty: 1033.113647
	Iteration 27Q: 3 clusters Score -5265452 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -5265895.000000 Penalty: 1033.113647
	Iteration 28Q: 3 clusters Score -5265895 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5266329.000000 Penalty: 1033.113647
	Iteration 29Q: 3 clusters Score -5266329 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5266752.000000 Penalty: 1033.113647
	Iteration 30Q: 3 clusters Score -5266752 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -5267177.500000 Penalty: 1033.113647
	Iteration 31Q: 3 clusters Score -5267178 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -5267550.000000 Penalty: 1033.113647
	Iteration 32Q: 3 clusters Score -5267550 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -5267898.000000 Penalty: 1033.113647
	Iteration 33Q: 3 clusters Score -5267898 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -5268233.500000 Penalty: 1033.113647
	Iteration 34Q: 3 clusters Score -5268234 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -5268553.500000 Penalty: 1033.113647
	Iteration 35Q: 3 clusters Score -5268554 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5268867.500000 Penalty: 1033.113647
	Iteration 36Q: 3 clusters Score -5268868 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5269125.500000 Penalty: 1033.113647
	Iteration 37Q: 3 clusters Score -5269126 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5269369.000000 Penalty: 1033.113647
	Iteration 38Q: 3 clusters Score -5269369 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5269524.000000 Penalty: 1033.113647
	Iteration 39Q: 3 clusters Score -5269524 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5269669.500000 Penalty: 1033.113647
	Iteration 40F: 3 clusters Score -5269670 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5269797.000000 Penalty: 1033.113647
	Iteration 41Q: 3 clusters Score -5269797 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5269861.000000 Penalty: 1033.113647
	Iteration 42Q: 3 clusters Score -5269861 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5269931.000000 Penalty: 1033.113647
	Iteration 43Q: 3 clusters Score -5269931 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5270001.500000 Penalty: 1033.113647
	Iteration 44Q: 3 clusters Score -5270002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5270064.500000 Penalty: 1033.113647
	Iteration 45Q: 3 clusters Score -5270064 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5270084.500000 Penalty: 1033.113647
	Iteration 46Q: 3 clusters Score -5270084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5270095.500000 Penalty: 1033.113647
	Iteration 47Q: 3 clusters Score -5270096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5270111.000000 Penalty: 1033.113647
	Iteration 48Q: 3 clusters Score -5270111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5270109.500000 Penalty: 1033.113647
	Iteration 49Q: 3 clusters Score -5270110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5270117.500000 Penalty: 1033.113647
	Iteration 50Q: 3 clusters Score -5270118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5270108.500000 Penalty: 1033.113647
	Iteration 51Q: 3 clusters Score -5270108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5270116.000000 Penalty: 1033.113647
	Iteration 52Q: 3 clusters Score -5270116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5270124.500000 Penalty: 1033.113647
	Iteration 53Q: 3 clusters Score -5270124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5270125.000000 Penalty: 1033.113647
	Iteration 54Q: 3 clusters Score -5270125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5270122.500000 Penalty: 1033.113647
	Iteration 55Q: 3 clusters Score -5270122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5270135.000000 Penalty: 1033.113647
	Iteration 56Q: 3 clusters Score -5270135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5270144.000000 Penalty: 1033.113647
	Iteration 57Q: 3 clusters Score -5270144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5270144.000000 Penalty: 1033.113647
	Iteration 58Q: 3 clusters Score -5270144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5270146.000000 Penalty: 1033.113647
	Iteration 59Q: 3 clusters Score -5270146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5270150.000000 Penalty: 1033.113647
	Iteration 60F: 3 clusters Score -5270150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5270153.500000 Penalty: 1033.113647
	Iteration 61Q: 3 clusters Score -5270154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5270161.500000 Penalty: 1033.113647
	Iteration 62Q: 3 clusters Score -5270162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5270172.000000 Penalty: 1033.113647
	Iteration 63Q: 3 clusters Score -5270172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5270169.000000 Penalty: 1033.113647
	Iteration 64Q: 3 clusters Score -5270169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5270172.500000 Penalty: 1033.113647
	Iteration 65Q: 3 clusters Score -5270172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5270174.000000 Penalty: 1033.113647
	Iteration 66Q: 3 clusters Score -5270174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5270171.000000 Penalty: 1033.113647
	Iteration 67Q: 3 clusters Score -5270171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5270176.000000 Penalty: 1033.113647
	Iteration 68Q: 3 clusters Score -5270176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5270180.500000 Penalty: 1033.113647
	Iteration 69Q: 3 clusters Score -5270180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5270185.000000 Penalty: 1033.113647
	Iteration 70Q: 3 clusters Score -5270185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5270185.500000 Penalty: 1033.113647
	Iteration 71Q: 3 clusters Score -5270186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5270183.000000 Penalty: 1033.113647
	Iteration 72Q: 3 clusters Score -5270183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5270183.000000 Penalty: 1033.113647
	Iteration 73F: 3 clusters Score -5270183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Entering Unmasked Estep 
Score: -2154199.250000 Penalty: 475.973602
	Iteration 0F: 2 clusters Score -2154199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2130958.500000 Penalty: 951.947205
	Iteration 0F: 3 clusters Score -2130958 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2141291.500000 Penalty: 951.947205
	Iteration 1F: 3 clusters Score -2141292 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2141927.500000 Penalty: 951.947205
	Iteration 2Q: 3 clusters Score -2141928 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2142704.250000 Penalty: 951.947205
	Iteration 3Q: 3 clusters Score -2142704 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2143824.250000 Penalty: 951.947205
	Iteration 4F: 3 clusters Score -2143824 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2145239.500000 Penalty: 951.947205
	Iteration 5F: 3 clusters Score -2145240 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2146679.250000 Penalty: 951.947205
	Iteration 6F: 3 clusters Score -2146679 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2147612.000000 Penalty: 951.947205
	Iteration 7F: 3 clusters Score -2147612 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2148023.000000 Penalty: 951.947205
	Iteration 8Q: 3 clusters Score -2148023 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2148202.000000 Penalty: 951.947205
	Iteration 9Q: 3 clusters Score -2148202 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2148320.250000 Penalty: 951.947205
	Iteration 10Q: 3 clusters Score -2148320 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2148453.750000 Penalty: 951.947205
	Iteration 11Q: 3 clusters Score -2148454 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2148608.500000 Penalty: 951.947205
	Iteration 12Q: 3 clusters Score -2148608 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2148803.250000 Penalty: 951.947205
	Iteration 13Q: 3 clusters Score -2148803 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2149012.000000 Penalty: 951.947205
	Iteration 14Q: 3 clusters Score -2149012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2149241.250000 Penalty: 951.947205
	Iteration 15Q: 3 clusters Score -2149241 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2149467.750000 Penalty: 951.947205
	Iteration 16Q: 3 clusters Score -2149468 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2149659.750000 Penalty: 951.947205
	Iteration 17Q: 3 clusters Score -2149660 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2149820.500000 Penalty: 951.947205
	Iteration 18Q: 3 clusters Score -2149820 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2150002.750000 Penalty: 951.947205
	Iteration 19Q: 3 clusters Score -2150003 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2150178.750000 Penalty: 951.947205
	Iteration 20F: 3 clusters Score -2150179 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2150316.250000 Penalty: 951.947205
	Iteration 21Q: 3 clusters Score -2150316 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2150453.500000 Penalty: 951.947205
	Iteration 22Q: 3 clusters Score -2150454 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -2150602.750000 Penalty: 951.947205
	Iteration 23Q: 3 clusters Score -2150603 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2150725.500000 Penalty: 951.947205
	Iteration 24Q: 3 clusters Score -2150726 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2150839.250000 Penalty: 951.947205
	Iteration 25Q: 3 clusters Score -2150839 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2150962.250000 Penalty: 951.947205
	Iteration 26Q: 3 clusters Score -2150962 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -2151101.000000 Penalty: 951.947205
	Iteration 27Q: 3 clusters Score -2151101 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -2151241.500000 Penalty: 951.947205
	Iteration 28Q: 3 clusters Score -2151242 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -2151386.500000 Penalty: 951.947205
	Iteration 29Q: 3 clusters Score -2151386 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -2151512.500000 Penalty: 951.947205
	Iteration 30Q: 3 clusters Score -2151512 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -2151627.500000 Penalty: 951.947205
	Iteration 31Q: 3 clusters Score -2151628 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -2151736.000000 Penalty: 951.947205
	Iteration 32Q: 3 clusters Score -2151736 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -2151876.000000 Penalty: 951.947205
	Iteration 33Q: 3 clusters Score -2151876 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -2152020.750000 Penalty: 951.947205
	Iteration 34Q: 3 clusters Score -2152021 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -2152179.500000 Penalty: 951.947205
	Iteration 35Q: 3 clusters Score -2152180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -2152332.750000 Penalty: 951.947205
	Iteration 36Q: 3 clusters Score -2152333 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -2152452.000000 Penalty: 951.947205
	Iteration 37Q: 3 clusters Score -2152452 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2152553.750000 Penalty: 951.947205
	Iteration 38Q: 3 clusters Score -2152554 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -2152663.000000 Penalty: 951.947205
	Iteration 39Q: 3 clusters Score -2152663 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -2152769.500000 Penalty: 951.947205
	Iteration 40F: 3 clusters Score -2152770 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -2152849.500000 Penalty: 951.947205
	Iteration 41Q: 3 clusters Score -2152850 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -2152942.500000 Penalty: 951.947205
	Iteration 42Q: 3 clusters Score -2152942 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -2153038.500000 Penalty: 951.947205
	Iteration 43Q: 3 clusters Score -2153038 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -2153133.000000 Penalty: 951.947205
	Iteration 44Q: 3 clusters Score -2153133 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -2153217.000000 Penalty: 951.947205
	Iteration 45Q: 3 clusters Score -2153217 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -2153297.500000 Penalty: 951.947205
	Iteration 46Q: 3 clusters Score -2153298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -2153370.750000 Penalty: 951.947205
	Iteration 47Q: 3 clusters Score -2153371 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -2153434.750000 Penalty: 951.947205
	Iteration 48Q: 3 clusters Score -2153435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -2153498.000000 Penalty: 951.947205
	Iteration 49Q: 3 clusters Score -2153498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -2153556.500000 Penalty: 951.947205
	Iteration 50Q: 3 clusters Score -2153556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -2153616.750000 Penalty: 951.947205
	Iteration 51Q: 3 clusters Score -2153617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -2153658.500000 Penalty: 951.947205
	Iteration 52Q: 3 clusters Score -2153658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -2153687.500000 Penalty: 951.947205
	Iteration 53Q: 3 clusters Score -2153688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -2153706.500000 Penalty: 951.947205
	Iteration 54Q: 3 clusters Score -2153706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -2153719.500000 Penalty: 951.947205
	Iteration 55Q: 3 clusters Score -2153720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -2153739.250000 Penalty: 951.947205
	Iteration 56Q: 3 clusters Score -2153739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -2153753.250000 Penalty: 951.947205
	Iteration 57Q: 3 clusters Score -2153753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -2153771.000000 Penalty: 951.947205
	Iteration 58Q: 3 clusters Score -2153771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -2153789.750000 Penalty: 951.947205
	Iteration 59Q: 3 clusters Score -2153790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -2153800.750000 Penalty: 951.947205
	Iteration 60F: 3 clusters Score -2153801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -2153810.000000 Penalty: 951.947205
	Iteration 61Q: 3 clusters Score -2153810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -2153828.250000 Penalty: 951.947205
	Iteration 62Q: 3 clusters Score -2153828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -2153833.500000 Penalty: 951.947205
	Iteration 63Q: 3 clusters Score -2153834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -2153836.000000 Penalty: 951.947205
	Iteration 64Q: 3 clusters Score -2153836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2153849.750000 Penalty: 951.947205
	Iteration 65Q: 3 clusters Score -2153850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -2153851.000000 Penalty: 951.947205
	Iteration 66Q: 3 clusters Score -2153851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -2153853.750000 Penalty: 951.947205
	Iteration 67Q: 3 clusters Score -2153854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -2153853.500000 Penalty: 951.947205
	Iteration 68Q: 3 clusters Score -2153854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -2153853.500000 Penalty: 951.947205
	Iteration 69F: 3 clusters Score -2153854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -19723.175781 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -19723.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19362.830078 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -19362.83 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19661.796875 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -19661.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19811.929688 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -19811.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19953.898438 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -19953.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20079.052734 Penalty: 541.271179
	Iteration 4F: 3 clusters Score -20079.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20298.027344 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -20298.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20477.345703 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -20477.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20588.937500 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -20588.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20595.451172 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -20595.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20595.451172 Penalty: 541.271179
	Iteration 9F: 3 clusters Score -20595.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 157 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 226 members 
Entering Unmasked Estep 
Score: -53276504.000000 Penalty: 34304.355469
Splitting cluster 11 changes total score from -53277088.000000 to -53276504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -13406.661133 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -13406.66 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 93 members 
Entering Unmasked Estep 
Score: -13128.736328 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -13128.74 nChanged 52
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: -13195.717773 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -13195.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13231.043945 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -13231.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13242.934570 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -13242.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13252.381836 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -13252.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13259.793945 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -13259.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13262.000977 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -13262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13271.065430 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -13271.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13273.957031 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -13273.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13274.297852 Penalty: 479.375092
	Iteration 9Q: 3 clusters Score -13274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13274.297852 Penalty: 479.375092
	Iteration 10F: 3 clusters Score -13274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Entering Unmasked Estep 
Score: -3537722.000000 Penalty: 497.503479
	Iteration 0F: 2 clusters Score -3537722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3499902.250000 Penalty: 995.006958
	Iteration 0F: 3 clusters Score -3499902 nChanged 27304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3516237.750000 Penalty: 995.006958
	Iteration 1F: 3 clusters Score -3516238 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3517010.500000 Penalty: 995.006958
	Iteration 2Q: 3 clusters Score -3517010 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3518201.000000 Penalty: 995.006958
	Iteration 3Q: 3 clusters Score -3518201 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3520215.000000 Penalty: 995.006958
	Iteration 4F: 3 clusters Score -3520215 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3523373.500000 Penalty: 995.006958
	Iteration 5F: 3 clusters Score -3523374 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3526542.750000 Penalty: 995.006958
	Iteration 6F: 3 clusters Score -3526543 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3528065.000000 Penalty: 995.006958
	Iteration 7F: 3 clusters Score -3528065 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3528570.000000 Penalty: 995.006958
	Iteration 8Q: 3 clusters Score -3528570 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3528871.750000 Penalty: 995.006958
	Iteration 9Q: 3 clusters Score -3528872 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3529170.000000 Penalty: 995.006958
	Iteration 10Q: 3 clusters Score -3529170 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3529530.500000 Penalty: 995.006958
	Iteration 11Q: 3 clusters Score -3529530 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3529897.250000 Penalty: 995.006958
	Iteration 12Q: 3 clusters Score -3529897 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3530318.500000 Penalty: 995.006958
	Iteration 13Q: 3 clusters Score -3530318 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3530803.750000 Penalty: 995.006958
	Iteration 14Q: 3 clusters Score -3530804 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3531265.500000 Penalty: 995.006958
	Iteration 15Q: 3 clusters Score -3531266 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3531742.000000 Penalty: 995.006958
	Iteration 16Q: 3 clusters Score -3531742 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3532136.750000 Penalty: 995.006958
	Iteration 17Q: 3 clusters Score -3532137 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3532499.750000 Penalty: 995.006958
	Iteration 18Q: 3 clusters Score -3532500 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3532808.250000 Penalty: 995.006958
	Iteration 19Q: 3 clusters Score -3532808 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3533088.750000 Penalty: 995.006958
	Iteration 20F: 3 clusters Score -3533089 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3533279.000000 Penalty: 995.006958
	Iteration 21Q: 3 clusters Score -3533279 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3533412.000000 Penalty: 995.006958
	Iteration 22Q: 3 clusters Score -3533412 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3533491.250000 Penalty: 995.006958
	Iteration 23Q: 3 clusters Score -3533491 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3533570.250000 Penalty: 995.006958
	Iteration 24Q: 3 clusters Score -3533570 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3533615.500000 Penalty: 995.006958
	Iteration 25Q: 3 clusters Score -3533616 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3533638.750000 Penalty: 995.006958
	Iteration 26Q: 3 clusters Score -3533639 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3533672.250000 Penalty: 995.006958
	Iteration 27Q: 3 clusters Score -3533672 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3533694.000000 Penalty: 995.006958
	Iteration 28Q: 3 clusters Score -3533694 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3533697.250000 Penalty: 995.006958
	Iteration 29Q: 3 clusters Score -3533697 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3533698.750000 Penalty: 995.006958
	Iteration 30Q: 3 clusters Score -3533699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3533721.750000 Penalty: 995.006958
	Iteration 31Q: 3 clusters Score -3533722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3533720.500000 Penalty: 995.006958
	Iteration 32Q: 3 clusters Score -3533720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3533725.750000 Penalty: 995.006958
	Iteration 33Q: 3 clusters Score -3533726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3533727.250000 Penalty: 995.006958
	Iteration 34Q: 3 clusters Score -3533727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3533731.750000 Penalty: 995.006958
	Iteration 35Q: 3 clusters Score -3533732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3533740.750000 Penalty: 995.006958
	Iteration 36Q: 3 clusters Score -3533741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3533739.250000 Penalty: 995.006958
	Iteration 37Q: 3 clusters Score -3533739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3533726.500000 Penalty: 995.006958
	Iteration 38Q: 3 clusters Score -3533726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3533730.500000 Penalty: 995.006958
	Iteration 39Q: 3 clusters Score -3533730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3533741.500000 Penalty: 995.006958
	Iteration 40F: 3 clusters Score -3533742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3533754.500000 Penalty: 995.006958
	Iteration 41Q: 3 clusters Score -3533754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3533744.500000 Penalty: 995.006958
	Iteration 42Q: 3 clusters Score -3533744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3533767.000000 Penalty: 995.006958
	Iteration 43Q: 3 clusters Score -3533767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3533765.500000 Penalty: 995.006958
	Iteration 44Q: 3 clusters Score -3533766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3533774.500000 Penalty: 995.006958
	Iteration 45Q: 3 clusters Score -3533774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3533779.000000 Penalty: 995.006958
	Iteration 46Q: 3 clusters Score -3533779 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3533777.750000 Penalty: 995.006958
	Iteration 47Q: 3 clusters Score -3533778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3533786.250000 Penalty: 995.006958
	Iteration 48Q: 3 clusters Score -3533786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3533797.750000 Penalty: 995.006958
	Iteration 49Q: 3 clusters Score -3533798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3533806.500000 Penalty: 995.006958
	Iteration 50Q: 3 clusters Score -3533806 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3533810.000000 Penalty: 995.006958
	Iteration 51Q: 3 clusters Score -3533810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3533823.500000 Penalty: 995.006958
	Iteration 52Q: 3 clusters Score -3533824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3533823.500000 Penalty: 995.006958
	Iteration 53Q: 3 clusters Score -3533824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3533819.750000 Penalty: 995.006958
	Iteration 54Q: 3 clusters Score -3533820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3533833.000000 Penalty: 995.006958
	Iteration 55Q: 3 clusters Score -3533833 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3533848.750000 Penalty: 995.006958
	Iteration 56Q: 3 clusters Score -3533849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3533847.250000 Penalty: 995.006958
	Iteration 57Q: 3 clusters Score -3533847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3533846.500000 Penalty: 995.006958
	Iteration 58Q: 3 clusters Score -3533846 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3533868.750000 Penalty: 995.006958
	Iteration 59Q: 3 clusters Score -3533869 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3533870.500000 Penalty: 995.006958
	Iteration 60F: 3 clusters Score -3533870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3533885.500000 Penalty: 995.006958
	Iteration 61Q: 3 clusters Score -3533886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3533897.000000 Penalty: 995.006958
	Iteration 62Q: 3 clusters Score -3533897 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3533899.750000 Penalty: 995.006958
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3533915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3533906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3533907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3533917 nChanged 165
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Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3533927 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3533942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3533966 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3533991 nChanged 185
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Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3534014 nChanged 184
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Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3534022 nChanged 180
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Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3534070 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3534090 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3534091 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3534109 nChanged 211
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Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3534117 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3534152 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3534158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3534219 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3534267 nChanged 294
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3534505 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3534581 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3534616 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3534678 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3534714 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3534733 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3534747 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3534770 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3534811 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3534864.250000 Penalty: 995.006958
	Iteration 109Q: 3 clusters Score -3534864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3534896 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3534937 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3534964 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3534996 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3535026.500000 Penalty: 995.006958
	Iteration 114Q: 3 clusters Score -3535026 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3535055.250000 Penalty: 995.006958
	Iteration 115Q: 3 clusters Score -3535055 nChanged 202
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Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3535073 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3535104 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3535137.250000 Penalty: 995.006958
	Iteration 118Q: 3 clusters Score -3535137 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3535160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3535178.000000 Penalty: 995.006958
	Iteration 120F: 3 clusters Score -3535178 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3535204 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3535237 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3535273 nChanged 254
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Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3535304 nChanged 244
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Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3535356 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3535398.500000 Penalty: 995.006958
	Iteration 126Q: 3 clusters Score -3535398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3535443.250000 Penalty: 995.006958
	Iteration 127Q: 3 clusters Score -3535443 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3535487 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3535535 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3535572 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3535610 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3535638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3535674 nChanged 201
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Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3535709.000000 Penalty: 995.006958
	Iteration 134Q: 3 clusters Score -3535709 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3535758.500000 Penalty: 995.006958
	Iteration 135Q: 3 clusters Score -3535758 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3535801.750000 Penalty: 995.006958
	Iteration 136Q: 3 clusters Score -3535802 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3535835 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3535896 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3535943 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3535997 nChanged 236
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Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3536049 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3536096 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3536159.750000 Penalty: 995.006958
	Iteration 143Q: 3 clusters Score -3536160 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3536218.250000 Penalty: 995.006958
	Iteration 144Q: 3 clusters Score -3536218 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3536279.500000 Penalty: 995.006958
	Iteration 145Q: 3 clusters Score -3536280 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3536350.250000 Penalty: 995.006958
	Iteration 146Q: 3 clusters Score -3536350 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3536409 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3536463.750000 Penalty: 995.006958
	Iteration 148Q: 3 clusters Score -3536464 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3536511 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3536571 nChanged 163
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Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3536625.500000 Penalty: 995.006958
	Iteration 151Q: 3 clusters Score -3536626 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3536649.000000 Penalty: 995.006958
	Iteration 152Q: 3 clusters Score -3536649 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3536688.250000 Penalty: 995.006958
	Iteration 153Q: 3 clusters Score -3536688 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3536729.750000 Penalty: 995.006958
	Iteration 154Q: 3 clusters Score -3536730 nChanged 126
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Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3536765.250000 Penalty: 995.006958
	Iteration 155Q: 3 clusters Score -3536765 nChanged 138
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Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3536810.500000 Penalty: 995.006958
	Iteration 156Q: 3 clusters Score -3536810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3536836.000000 Penalty: 995.006958
	Iteration 157Q: 3 clusters Score -3536836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3536863.500000 Penalty: 995.006958
	Iteration 158Q: 3 clusters Score -3536864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3536891.500000 Penalty: 995.006958
	Iteration 159Q: 3 clusters Score -3536892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3536922.750000 Penalty: 995.006958
	Iteration 160F: 3 clusters Score -3536923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3536952.250000 Penalty: 995.006958
	Iteration 161Q: 3 clusters Score -3536952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3536971.000000 Penalty: 995.006958
	Iteration 162Q: 3 clusters Score -3536971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3536996.250000 Penalty: 995.006958
	Iteration 163Q: 3 clusters Score -3536996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3537028.500000 Penalty: 995.006958
	Iteration 164Q: 3 clusters Score -3537028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3537049.500000 Penalty: 995.006958
	Iteration 165Q: 3 clusters Score -3537050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3537058.250000 Penalty: 995.006958
	Iteration 166Q: 3 clusters Score -3537058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3537067.500000 Penalty: 995.006958
	Iteration 167Q: 3 clusters Score -3537068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3537093.500000 Penalty: 995.006958
	Iteration 168Q: 3 clusters Score -3537094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3537110.250000 Penalty: 995.006958
	Iteration 169Q: 3 clusters Score -3537110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3537129.000000 Penalty: 995.006958
	Iteration 170Q: 3 clusters Score -3537129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3537145.750000 Penalty: 995.006958
	Iteration 171Q: 3 clusters Score -3537146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3537165.000000 Penalty: 995.006958
	Iteration 172Q: 3 clusters Score -3537165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3537179.500000 Penalty: 995.006958
	Iteration 173Q: 3 clusters Score -3537180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3537185.500000 Penalty: 995.006958
	Iteration 174Q: 3 clusters Score -3537186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3537197.500000 Penalty: 995.006958
	Iteration 175Q: 3 clusters Score -3537198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3537212.500000 Penalty: 995.006958
	Iteration 176Q: 3 clusters Score -3537212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3537228.750000 Penalty: 995.006958
	Iteration 177Q: 3 clusters Score -3537229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3537246.000000 Penalty: 995.006958
	Iteration 178Q: 3 clusters Score -3537246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3537252.750000 Penalty: 995.006958
	Iteration 179Q: 3 clusters Score -3537253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3537264.750000 Penalty: 995.006958
	Iteration 180F: 3 clusters Score -3537265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3537269.500000 Penalty: 995.006958
	Iteration 181Q: 3 clusters Score -3537270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3537268.750000 Penalty: 995.006958
	Iteration 182Q: 3 clusters Score -3537269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3537272.000000 Penalty: 995.006958
	Iteration 183Q: 3 clusters Score -3537272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3537280.500000 Penalty: 995.006958
	Iteration 184Q: 3 clusters Score -3537280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3537280.250000 Penalty: 995.006958
	Iteration 185Q: 3 clusters Score -3537280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3537292.250000 Penalty: 995.006958
	Iteration 186Q: 3 clusters Score -3537292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3537293.500000 Penalty: 995.006958
	Iteration 187Q: 3 clusters Score -3537294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3537297.250000 Penalty: 995.006958
	Iteration 188Q: 3 clusters Score -3537297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3537293.250000 Penalty: 995.006958
	Iteration 189Q: 3 clusters Score -3537293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3537294.250000 Penalty: 995.006958
	Iteration 190Q: 3 clusters Score -3537294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3537296.750000 Penalty: 995.006958
	Iteration 191Q: 3 clusters Score -3537297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3537300.500000 Penalty: 995.006958
	Iteration 192Q: 3 clusters Score -3537300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3537300.500000 Penalty: 995.006958
	Iteration 193Q: 3 clusters Score -3537300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3537304.250000 Penalty: 995.006958
	Iteration 194Q: 3 clusters Score -3537304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3537304.750000 Penalty: 995.006958
	Iteration 195Q: 3 clusters Score -3537305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3537305.250000 Penalty: 995.006958
	Iteration 196Q: 3 clusters Score -3537305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3537308.500000 Penalty: 995.006958
	Iteration 197Q: 3 clusters Score -3537308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3537310.500000 Penalty: 995.006958
	Iteration 198Q: 3 clusters Score -3537310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3537310.500000 Penalty: 995.006958
	Iteration 199Q: 3 clusters Score -3537310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3537313.500000 Penalty: 995.006958
	Iteration 200F: 3 clusters Score -3537314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3537316.250000 Penalty: 995.006958
	Iteration 201Q: 3 clusters Score -3537316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3537314.000000 Penalty: 995.006958
	Iteration 202Q: 3 clusters Score -3537314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3537318.750000 Penalty: 995.006958
	Iteration 203Q: 3 clusters Score -3537319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3537315.500000 Penalty: 995.006958
	Iteration 204Q: 3 clusters Score -3537316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3537318.000000 Penalty: 995.006958
	Iteration 205Q: 3 clusters Score -3537318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3537319.750000 Penalty: 995.006958
	Iteration 206Q: 3 clusters Score -3537320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3537325.750000 Penalty: 995.006958
	Iteration 207Q: 3 clusters Score -3537326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3537328.750000 Penalty: 995.006958
	Iteration 208Q: 3 clusters Score -3537329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3537327.500000 Penalty: 995.006958
	Iteration 209Q: 3 clusters Score -3537328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3537330.500000 Penalty: 995.006958
	Iteration 210Q: 3 clusters Score -3537330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3537333.750000 Penalty: 995.006958
	Iteration 211Q: 3 clusters Score -3537334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3537335.500000 Penalty: 995.006958
	Iteration 212Q: 3 clusters Score -3537336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3537333.250000 Penalty: 995.006958
	Iteration 213Q: 3 clusters Score -3537333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3537333.500000 Penalty: 995.006958
	Iteration 214Q: 3 clusters Score -3537334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3537335.000000 Penalty: 995.006958
	Iteration 215Q: 3 clusters Score -3537335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3537337.250000 Penalty: 995.006958
	Iteration 216Q: 3 clusters Score -3537337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3537335.250000 Penalty: 995.006958
	Iteration 217Q: 3 clusters Score -3537335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3537339.000000 Penalty: 995.006958
	Iteration 218Q: 3 clusters Score -3537339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3537340.750000 Penalty: 995.006958
	Iteration 219Q: 3 clusters Score -3537341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3537340.000000 Penalty: 995.006958
	Iteration 220F: 3 clusters Score -3537340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3537340.750000 Penalty: 995.006958
	Iteration 221Q: 3 clusters Score -3537341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3537345.250000 Penalty: 995.006958
	Iteration 222Q: 3 clusters Score -3537345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3537342.250000 Penalty: 995.006958
	Iteration 223Q: 3 clusters Score -3537342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3537345.500000 Penalty: 995.006958
	Iteration 224Q: 3 clusters Score -3537346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3537345.250000 Penalty: 995.006958
	Iteration 225Q: 3 clusters Score -3537345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3537344.500000 Penalty: 995.006958
	Iteration 226Q: 3 clusters Score -3537344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3537345.500000 Penalty: 995.006958
	Iteration 227Q: 3 clusters Score -3537346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3537346.250000 Penalty: 995.006958
	Iteration 228Q: 3 clusters Score -3537346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3537345.500000 Penalty: 995.006958
	Iteration 229Q: 3 clusters Score -3537346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3537347.250000 Penalty: 995.006958
	Iteration 230Q: 3 clusters Score -3537347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3537346.250000 Penalty: 995.006958
	Iteration 231Q: 3 clusters Score -3537346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3537346.250000 Penalty: 995.006958
	Iteration 232F: 3 clusters Score -3537346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -3635009.250000 Penalty: 499.793793
	Iteration 0F: 2 clusters Score -3635009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3595324.750000 Penalty: 999.587585
	Iteration 0F: 3 clusters Score -3595325 nChanged 28518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3615190.250000 Penalty: 999.587585
	Iteration 1F: 3 clusters Score -3615190 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3619104.000000 Penalty: 999.587585
	Iteration 2F: 3 clusters Score -3619104 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3623844.250000 Penalty: 999.587585
	Iteration 3F: 3 clusters Score -3623844 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3628531.750000 Penalty: 999.587585
	Iteration 4F: 3 clusters Score -3628532 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3632031.250000 Penalty: 999.587585
	Iteration 5F: 3 clusters Score -3632031 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3633955.750000 Penalty: 999.587585
	Iteration 6Q: 3 clusters Score -3633956 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3634425.000000 Penalty: 999.587585
	Iteration 7Q: 3 clusters Score -3634425 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3634566.250000 Penalty: 999.587585
	Iteration 8Q: 3 clusters Score -3634566 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3634678.750000 Penalty: 999.587585
	Iteration 9Q: 3 clusters Score -3634679 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3634738.750000 Penalty: 999.587585
	Iteration 10Q: 3 clusters Score -3634739 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3634800.500000 Penalty: 999.587585
	Iteration 11Q: 3 clusters Score -3634800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3634857.250000 Penalty: 999.587585
	Iteration 12Q: 3 clusters Score -3634857 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3634889.000000 Penalty: 999.587585
	Iteration 13Q: 3 clusters Score -3634889 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3634907.500000 Penalty: 999.587585
	Iteration 14Q: 3 clusters Score -3634908 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3634933 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3634971 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3635011 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3635044 nChanged 186
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Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3635072 nChanged 162
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Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3635087 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3635105.250000 Penalty: 999.587585
	Iteration 21Q: 3 clusters Score -3635105 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3635123.500000 Penalty: 999.587585
	Iteration 22Q: 3 clusters Score -3635124 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3635124 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3635153.750000 Penalty: 999.587585
	Iteration 24Q: 3 clusters Score -3635154 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3635168.000000 Penalty: 999.587585
	Iteration 25Q: 3 clusters Score -3635168 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3635190.500000 Penalty: 999.587585
	Iteration 26Q: 3 clusters Score -3635190 nChanged 118
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Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3635198 nChanged 124
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Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3635211.000000 Penalty: 999.587585
	Iteration 28Q: 3 clusters Score -3635211 nChanged 119
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Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3635235 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3635258.250000 Penalty: 999.587585
	Iteration 30Q: 3 clusters Score -3635258 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3635269 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3635288.000000 Penalty: 999.587585
	Iteration 32Q: 3 clusters Score -3635288 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3635308.250000 Penalty: 999.587585
	Iteration 33Q: 3 clusters Score -3635308 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3635312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3635326.250000 Penalty: 999.587585
	Iteration 35Q: 3 clusters Score -3635326 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3635330.000000 Penalty: 999.587585
	Iteration 36Q: 3 clusters Score -3635330 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3635348 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3635366 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3635370 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3635374 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3635380 nChanged 41
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Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3635384 nChanged 40
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Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3635392.500000 Penalty: 999.587585
	Iteration 43Q: 3 clusters Score -3635392 nChanged 43
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Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3635399 nChanged 45
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Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3635410 nChanged 28
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Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3635407.250000 Penalty: 999.587585
	Iteration 46Q: 3 clusters Score -3635407 nChanged 19
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Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3635414.000000 Penalty: 999.587585
	Iteration 47Q: 3 clusters Score -3635414 nChanged 28
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Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3635415 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3635416.250000 Penalty: 999.587585
	Iteration 49Q: 3 clusters Score -3635416 nChanged 28
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Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3635431 nChanged 31
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Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3635434.250000 Penalty: 999.587585
	Iteration 51Q: 3 clusters Score -3635434 nChanged 26
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Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3635441 nChanged 18
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Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3635447 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3635449 nChanged 14
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Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3635452 nChanged 4
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Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3635452 nChanged 3
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Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3635454 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3635455.500000 Penalty: 999.587585
	Iteration 58Q: 3 clusters Score -3635456 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3635453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3635454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3635457 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3635459.000000 Penalty: 999.587585
	Iteration 62Q: 3 clusters Score -3635459 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3635460 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3635460 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3635461 nChanged 5
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Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3635460 nChanged 11
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Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3635470.250000 Penalty: 999.587585
	Iteration 67Q: 3 clusters Score -3635470 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3635465.750000 Penalty: 999.587585
	Iteration 68Q: 3 clusters Score -3635466 nChanged 4
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Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3635466 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -3635463.000000 Penalty: 999.587585
	Iteration 70Q: 3 clusters Score -3635463 nChanged 10
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Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3635462 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3635457.000000 Penalty: 999.587585
	Iteration 72Q: 3 clusters Score -3635457 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3635461 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3635464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3635468.000000 Penalty: 999.587585
	Iteration 75Q: 3 clusters Score -3635468 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3635472.500000 Penalty: 999.587585
	Iteration 76Q: 3 clusters Score -3635472 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3635473.250000 Penalty: 999.587585
	Iteration 77Q: 3 clusters Score -3635473 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3635476.250000 Penalty: 999.587585
	Iteration 78Q: 3 clusters Score -3635476 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3635474 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3635472 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3635474 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3635476 nChanged 8
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Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3635479 nChanged 10
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Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3635477 nChanged 10
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Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3635475 nChanged 7
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Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3635476 nChanged 5
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Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3635474 nChanged 6
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Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3635476 nChanged 11
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Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3635480.000000 Penalty: 999.587585
	Iteration 89Q: 3 clusters Score -3635480 nChanged 12
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Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3635481 nChanged 14
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Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3635486 nChanged 15
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Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3635491 nChanged 15
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Mstep: Class 1 contains 50321 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3635488 nChanged 20
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Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 8611 members 
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	Iteration 94Q: 3 clusters Score -3635487 nChanged 14
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Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3635489 nChanged 13
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Mstep: Class 1 contains 50368 members 
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	Iteration 96Q: 3 clusters Score -3635500 nChanged 6
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Mstep: Class 1 contains 50374 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3635502 nChanged 8
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Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3635506 nChanged 3
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Mstep: Class 1 contains 50385 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3635504 nChanged 7
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Mstep: Class 1 contains 50392 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3635508 nChanged 4
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Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3635508 nChanged 5
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Mstep: Class 1 contains 50401 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3635509 nChanged 8
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Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3635508 nChanged 4
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Mstep: Class 1 contains 50413 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3635511 nChanged 2
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Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3635508 nChanged 0
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Mstep: Class 1 contains 50415 members 
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Entering Unmasked Estep 
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	Iteration 106F: 3 clusters Score -3635508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 50415 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 8537 members 
Entering Unmasked Estep 
Score: -53276428.000000 Penalty: 34304.355469
Splitting cluster 14 changes total score from -53277088.000000 to -53276428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (86570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Entering Unmasked Estep 
Score: -5309540.000000 Penalty: 517.276245
	Iteration 0F: 2 clusters Score -5309540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -5251319.500000 Penalty: 1034.552490
	Iteration 0F: 3 clusters Score -5251320 nChanged 42232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -5276279.000000 Penalty: 1034.552490
	Iteration 1F: 3 clusters Score -5276279 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5277819.500000 Penalty: 1034.552490
	Iteration 2Q: 3 clusters Score -5277820 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -5280432.500000 Penalty: 1034.552490
	Iteration 3F: 3 clusters Score -5280432 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -5284693.500000 Penalty: 1034.552490
	Iteration 4F: 3 clusters Score -5284694 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -5290288.000000 Penalty: 1034.552490
	Iteration 5F: 3 clusters Score -5290288 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -5295977.500000 Penalty: 1034.552490
	Iteration 6F: 3 clusters Score -5295978 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -5299124.500000 Penalty: 1034.552490
	Iteration 7F: 3 clusters Score -5299124 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -5300436.500000 Penalty: 1034.552490
	Iteration 8Q: 3 clusters Score -5300436 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -5301168.000000 Penalty: 1034.552490
	Iteration 9Q: 3 clusters Score -5301168 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -5301859.000000 Penalty: 1034.552490
	Iteration 10Q: 3 clusters Score -5301859 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -5302482.500000 Penalty: 1034.552490
	Iteration 11Q: 3 clusters Score -5302482 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -5303021.000000 Penalty: 1034.552490
	Iteration 12Q: 3 clusters Score -5303021 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -5303515.000000 Penalty: 1034.552490
	Iteration 13Q: 3 clusters Score -5303515 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -5303946.500000 Penalty: 1034.552490
	Iteration 14Q: 3 clusters Score -5303946 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -5304344.500000 Penalty: 1034.552490
	Iteration 15Q: 3 clusters Score -5304344 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -5304731.000000 Penalty: 1034.552490
	Iteration 16Q: 3 clusters Score -5304731 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -5305071.000000 Penalty: 1034.552490
	Iteration 17Q: 3 clusters Score -5305071 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -5305420.500000 Penalty: 1034.552490
	Iteration 18Q: 3 clusters Score -5305420 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -5305790.500000 Penalty: 1034.552490
	Iteration 19Q: 3 clusters Score -5305790 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -5306137.500000 Penalty: 1034.552490
	Iteration 20F: 3 clusters Score -5306138 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -5306475.000000 Penalty: 1034.552490
	Iteration 21Q: 3 clusters Score -5306475 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -5306788.500000 Penalty: 1034.552490
	Iteration 22Q: 3 clusters Score -5306788 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -5307159.500000 Penalty: 1034.552490
	Iteration 23Q: 3 clusters Score -5307160 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -5307501.500000 Penalty: 1034.552490
	Iteration 24Q: 3 clusters Score -5307502 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -5307879.000000 Penalty: 1034.552490
	Iteration 25Q: 3 clusters Score -5307879 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -5308174.000000 Penalty: 1034.552490
	Iteration 26Q: 3 clusters Score -5308174 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -5308450.000000 Penalty: 1034.552490
	Iteration 27Q: 3 clusters Score -5308450 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -5308697.500000 Penalty: 1034.552490
	Iteration 28Q: 3 clusters Score -5308698 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -5308899.500000 Penalty: 1034.552490
	Iteration 29Q: 3 clusters Score -5308900 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -5309094.500000 Penalty: 1034.552490
	Iteration 30Q: 3 clusters Score -5309094 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -5309265.000000 Penalty: 1034.552490
	Iteration 31Q: 3 clusters Score -5309265 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -5309381.000000 Penalty: 1034.552490
	Iteration 32Q: 3 clusters Score -5309381 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -5309459.000000 Penalty: 1034.552490
	Iteration 33Q: 3 clusters Score -5309459 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -5309550.000000 Penalty: 1034.552490
	Iteration 34Q: 3 clusters Score -5309550 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -5309648.500000 Penalty: 1034.552490
	Iteration 35Q: 3 clusters Score -5309648 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -5309697.000000 Penalty: 1034.552490
	Iteration 36Q: 3 clusters Score -5309697 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -5309739.000000 Penalty: 1034.552490
	Iteration 37Q: 3 clusters Score -5309739 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -5309793.000000 Penalty: 1034.552490
	Iteration 38Q: 3 clusters Score -5309793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -5309818.000000 Penalty: 1034.552490
	Iteration 39Q: 3 clusters Score -5309818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -5309867.000000 Penalty: 1034.552490
	Iteration 40F: 3 clusters Score -5309867 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -5309882.000000 Penalty: 1034.552490
	Iteration 41Q: 3 clusters Score -5309882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -5309907.000000 Penalty: 1034.552490
	Iteration 42Q: 3 clusters Score -5309907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -5309917.000000 Penalty: 1034.552490
	Iteration 43Q: 3 clusters Score -5309917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -5309921.000000 Penalty: 1034.552490
	Iteration 44Q: 3 clusters Score -5309921 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -5309919.500000 Penalty: 1034.552490
	Iteration 45Q: 3 clusters Score -5309920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -5309921.500000 Penalty: 1034.552490
	Iteration 46Q: 3 clusters Score -5309922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -5309932.000000 Penalty: 1034.552490
	Iteration 47Q: 3 clusters Score -5309932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -5309938.500000 Penalty: 1034.552490
	Iteration 48Q: 3 clusters Score -5309938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -5309940.000000 Penalty: 1034.552490
	Iteration 49Q: 3 clusters Score -5309940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -5309936.000000 Penalty: 1034.552490
	Iteration 50Q: 3 clusters Score -5309936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -5309943.500000 Penalty: 1034.552490
	Iteration 51Q: 3 clusters Score -5309944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -5309942.500000 Penalty: 1034.552490
	Iteration 52Q: 3 clusters Score -5309942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -5309939.500000 Penalty: 1034.552490
	Iteration 53Q: 3 clusters Score -5309940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -5309947.000000 Penalty: 1034.552490
	Iteration 54Q: 3 clusters Score -5309947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -5309947.500000 Penalty: 1034.552490
	Iteration 55Q: 3 clusters Score -5309948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -5309947.000000 Penalty: 1034.552490
	Iteration 56Q: 3 clusters Score -5309947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -5309952.000000 Penalty: 1034.552490
	Iteration 57Q: 3 clusters Score -5309952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -5309952.000000 Penalty: 1034.552490
	Iteration 58Q: 3 clusters Score -5309952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -5309947.500000 Penalty: 1034.552490
	Iteration 59Q: 3 clusters Score -5309948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -5309941.500000 Penalty: 1034.552490
	Iteration 60F: 3 clusters Score -5309942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -5309942.000000 Penalty: 1034.552490
	Iteration 61Q: 3 clusters Score -5309942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -5309941.500000 Penalty: 1034.552490
	Iteration 62Q: 3 clusters Score -5309942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -5309944.500000 Penalty: 1034.552490
	Iteration 63Q: 3 clusters Score -5309944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -5309941.500000 Penalty: 1034.552490
	Iteration 64Q: 3 clusters Score -5309942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -5309948.000000 Penalty: 1034.552490
	Iteration 65Q: 3 clusters Score -5309948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -5309948.000000 Penalty: 1034.552490
	Iteration 66F: 3 clusters Score -5309948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 85113 members 
Entering Unmasked Estep 
Score: -53276364.000000 Penalty: 34304.355469
Splitting cluster 15 changes total score from -53277088.000000 to -53276364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (88189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Entering Unmasked Estep 
Score: -5417859.000000 Penalty: 518.119324
	Iteration 0F: 2 clusters Score -5417859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5358816.500000 Penalty: 1036.238647
	Iteration 0F: 3 clusters Score -5358816 nChanged 43125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5386348.000000 Penalty: 1036.238647
	Iteration 1F: 3 clusters Score -5386348 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -5389018.500000 Penalty: 1036.238647
	Iteration 2F: 3 clusters Score -5389018 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -5393022.000000 Penalty: 1036.238647
	Iteration 3F: 3 clusters Score -5393022 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -5398001.000000 Penalty: 1036.238647
	Iteration 4F: 3 clusters Score -5398001 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -5402410.000000 Penalty: 1036.238647
	Iteration 5F: 3 clusters Score -5402410 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -5404742.000000 Penalty: 1036.238647
	Iteration 6F: 3 clusters Score -5404742 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -5405698.000000 Penalty: 1036.238647
	Iteration 7Q: 3 clusters Score -5405698 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -5406056.500000 Penalty: 1036.238647
	Iteration 8Q: 3 clusters Score -5406056 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -5406266.000000 Penalty: 1036.238647
	Iteration 9Q: 3 clusters Score -5406266 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -5406417.500000 Penalty: 1036.238647
	Iteration 10Q: 3 clusters Score -5406418 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5406609.500000 Penalty: 1036.238647
	Iteration 11Q: 3 clusters Score -5406610 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -5406819.000000 Penalty: 1036.238647
	Iteration 12Q: 3 clusters Score -5406819 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -5407008.000000 Penalty: 1036.238647
	Iteration 13Q: 3 clusters Score -5407008 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -5407184.500000 Penalty: 1036.238647
	Iteration 14Q: 3 clusters Score -5407184 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -5407315.500000 Penalty: 1036.238647
	Iteration 15Q: 3 clusters Score -5407316 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -5407520.000000 Penalty: 1036.238647
	Iteration 16Q: 3 clusters Score -5407520 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -5407676.000000 Penalty: 1036.238647
	Iteration 17Q: 3 clusters Score -5407676 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -5407794.000000 Penalty: 1036.238647
	Iteration 18Q: 3 clusters Score -5407794 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5407897.000000 Penalty: 1036.238647
	Iteration 19Q: 3 clusters Score -5407897 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -5407990.000000 Penalty: 1036.238647
	Iteration 20F: 3 clusters Score -5407990 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -5408054.000000 Penalty: 1036.238647
	Iteration 21Q: 3 clusters Score -5408054 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -5408122.500000 Penalty: 1036.238647
	Iteration 22Q: 3 clusters Score -5408122 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -5408158.500000 Penalty: 1036.238647
	Iteration 23Q: 3 clusters Score -5408158 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -5408211.000000 Penalty: 1036.238647
	Iteration 24Q: 3 clusters Score -5408211 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -5408256.500000 Penalty: 1036.238647
	Iteration 25Q: 3 clusters Score -5408256 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5408311.000000 Penalty: 1036.238647
	Iteration 26Q: 3 clusters Score -5408311 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5408345.000000 Penalty: 1036.238647
	Iteration 27Q: 3 clusters Score -5408345 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -5408374.000000 Penalty: 1036.238647
	Iteration 28Q: 3 clusters Score -5408374 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -5408409.000000 Penalty: 1036.238647
	Iteration 29Q: 3 clusters Score -5408409 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -5408421.000000 Penalty: 1036.238647
	Iteration 30Q: 3 clusters Score -5408421 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5408453.500000 Penalty: 1036.238647
	Iteration 31Q: 3 clusters Score -5408454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5408469.000000 Penalty: 1036.238647
	Iteration 32Q: 3 clusters Score -5408469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5408474.500000 Penalty: 1036.238647
	Iteration 33Q: 3 clusters Score -5408474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -5408480.000000 Penalty: 1036.238647
	Iteration 34Q: 3 clusters Score -5408480 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -5408479.000000 Penalty: 1036.238647
	Iteration 35Q: 3 clusters Score -5408479 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -5408465.500000 Penalty: 1036.238647
	Iteration 36Q: 3 clusters Score -5408466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5408473.000000 Penalty: 1036.238647
	Iteration 37Q: 3 clusters Score -5408473 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5408482.000000 Penalty: 1036.238647
	Iteration 38Q: 3 clusters Score -5408482 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -5408464.000000 Penalty: 1036.238647
	Iteration 39Q: 3 clusters Score -5408464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -5408474.500000 Penalty: 1036.238647
	Iteration 40F: 3 clusters Score -5408474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -5408480.000000 Penalty: 1036.238647
	Iteration 41Q: 3 clusters Score -5408480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5408481.000000 Penalty: 1036.238647
	Iteration 42Q: 3 clusters Score -5408481 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5408486.000000 Penalty: 1036.238647
	Iteration 43Q: 3 clusters Score -5408486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5408495.500000 Penalty: 1036.238647
	Iteration 44Q: 3 clusters Score -5408496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5408498.000000 Penalty: 1036.238647
	Iteration 45Q: 3 clusters Score -5408498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5408505.500000 Penalty: 1036.238647
	Iteration 46Q: 3 clusters Score -5408506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5408506.500000 Penalty: 1036.238647
	Iteration 47Q: 3 clusters Score -5408506 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5408505.000000 Penalty: 1036.238647
	Iteration 48Q: 3 clusters Score -5408505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -5408507.000000 Penalty: 1036.238647
	Iteration 49Q: 3 clusters Score -5408507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -5408509.500000 Penalty: 1036.238647
	Iteration 50Q: 3 clusters Score -5408510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -5408515.000000 Penalty: 1036.238647
	Iteration 51Q: 3 clusters Score -5408515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -5408506.000000 Penalty: 1036.238647
	Iteration 52Q: 3 clusters Score -5408506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5408499.500000 Penalty: 1036.238647
	Iteration 53Q: 3 clusters Score -5408500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5408497.500000 Penalty: 1036.238647
	Iteration 54Q: 3 clusters Score -5408498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -5408500.500000 Penalty: 1036.238647
	Iteration 55Q: 3 clusters Score -5408500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -5408499.500000 Penalty: 1036.238647
	Iteration 56Q: 3 clusters Score -5408500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5408496.000000 Penalty: 1036.238647
	Iteration 57Q: 3 clusters Score -5408496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5408491.500000 Penalty: 1036.238647
	Iteration 58Q: 3 clusters Score -5408492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -5408494.500000 Penalty: 1036.238647
	Iteration 59Q: 3 clusters Score -5408494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5408489.000000 Penalty: 1036.238647
	Iteration 60F: 3 clusters Score -5408489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5408486.500000 Penalty: 1036.238647
	Iteration 61Q: 3 clusters Score -5408486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5408491.000000 Penalty: 1036.238647
	Iteration 62Q: 3 clusters Score -5408491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5408492.500000 Penalty: 1036.238647
	Iteration 63Q: 3 clusters Score -5408492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -5408490.500000 Penalty: 1036.238647
	Iteration 64Q: 3 clusters Score -5408490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5408489.000000 Penalty: 1036.238647
	Iteration 65Q: 3 clusters Score -5408489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5408484.500000 Penalty: 1036.238647
	Iteration 66Q: 3 clusters Score -5408484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -5408488.000000 Penalty: 1036.238647
	Iteration 67Q: 3 clusters Score -5408488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -5408490.500000 Penalty: 1036.238647
	Iteration 68Q: 3 clusters Score -5408490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -5408484.000000 Penalty: 1036.238647
	Iteration 69Q: 3 clusters Score -5408484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -5408491.500000 Penalty: 1036.238647
	Iteration 70Q: 3 clusters Score -5408492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -5408486.500000 Penalty: 1036.238647
	Iteration 71Q: 3 clusters Score -5408486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5408487.500000 Penalty: 1036.238647
	Iteration 72Q: 3 clusters Score -5408488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -5408492.000000 Penalty: 1036.238647
	Iteration 73Q: 3 clusters Score -5408492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -5408488.000000 Penalty: 1036.238647
	Iteration 74Q: 3 clusters Score -5408488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -5408496.500000 Penalty: 1036.238647
	Iteration 75Q: 3 clusters Score -5408496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -5408499.000000 Penalty: 1036.238647
	Iteration 76Q: 3 clusters Score -5408499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -5408509.000000 Penalty: 1036.238647
	Iteration 77Q: 3 clusters Score -5408509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -5408509.000000 Penalty: 1036.238647
	Iteration 78Q: 3 clusters Score -5408509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -5408511.000000 Penalty: 1036.238647
	Iteration 79Q: 3 clusters Score -5408511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5408519.500000 Penalty: 1036.238647
	Iteration 80F: 3 clusters Score -5408520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -5408524.000000 Penalty: 1036.238647
	Iteration 81Q: 3 clusters Score -5408524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -5408520.000000 Penalty: 1036.238647
	Iteration 82Q: 3 clusters Score -5408520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -5408524.000000 Penalty: 1036.238647
	Iteration 83Q: 3 clusters Score -5408524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -5408523.000000 Penalty: 1036.238647
	Iteration 84Q: 3 clusters Score -5408523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -5408521.000000 Penalty: 1036.238647
	Iteration 85Q: 3 clusters Score -5408521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -5408520.500000 Penalty: 1036.238647
	Iteration 86Q: 3 clusters Score -5408520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5408523.000000 Penalty: 1036.238647
	Iteration 87Q: 3 clusters Score -5408523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5408521.500000 Penalty: 1036.238647
	Iteration 88Q: 3 clusters Score -5408522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -5408519.500000 Penalty: 1036.238647
	Iteration 89Q: 3 clusters Score -5408520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -5408519.500000 Penalty: 1036.238647
	Iteration 90F: 3 clusters Score -5408520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -18082.234375 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -18082.23 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 137 members 
Entering Unmasked Estep 
Score: -17748.800781 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -17748.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17856.205078 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -17856.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17889.486328 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -17889.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17936.505859 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -17936.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17978.857422 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -17978.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18008.191406 Penalty: 518.129639
	Iteration 5F: 3 clusters Score -18008.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18034.806641 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -18034.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18066.847656 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -18066.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18097.875000 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -18097.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18108.068359 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -18108.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18108.068359 Penalty: 518.129639
	Iteration 10F: 3 clusters Score -18108.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 84 members 
Entering Unmasked Estep 
Score: -53275696.000000 Penalty: 34304.355469
Splitting cluster 17 changes total score from -53277088.000000 to -53275696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40477.187500 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40477.19 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40632.136719 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40632.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40698.929688 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40698.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40730.859375 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -40730.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40754.191406 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40754.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40761.582031 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40761.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40777.566406 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40777.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40790.851562 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40790.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40797.164062 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40797.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40804.507812 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40804.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40810.347656 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40810.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40815.003906 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40823.269531 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40823.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40825.250000 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40825.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40825.800781 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40826.000000 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40826.000000 Penalty: 585.543701
	Iteration 16F: 3 clusters Score -40826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -281175.718750 Penalty: 384.581207
	Iteration 0F: 2 clusters Score -281175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -278036.187500 Penalty: 769.162415
	Iteration 0F: 3 clusters Score -278036.2 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -279255.031250 Penalty: 769.162415
	Iteration 1F: 3 clusters Score -279255 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -279401.593750 Penalty: 769.162415
	Iteration 2F: 3 clusters Score -279401.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -279562.156250 Penalty: 769.162415
	Iteration 3F: 3 clusters Score -279562.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -279699.312500 Penalty: 769.162415
	Iteration 4F: 3 clusters Score -279699.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -279786.812500 Penalty: 769.162415
	Iteration 5Q: 3 clusters Score -279786.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -279860.937500 Penalty: 769.162415
	Iteration 6Q: 3 clusters Score -279860.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -279932.218750 Penalty: 769.162415
	Iteration 7Q: 3 clusters Score -279932.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -279992.312500 Penalty: 769.162415
	Iteration 8Q: 3 clusters Score -279992.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -280053.750000 Penalty: 769.162415
	Iteration 9Q: 3 clusters Score -280053.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -280145.062500 Penalty: 769.162415
	Iteration 10Q: 3 clusters Score -280145.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -280257.843750 Penalty: 769.162415
	Iteration 11Q: 3 clusters Score -280257.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -280399.656250 Penalty: 769.162415
	Iteration 12Q: 3 clusters Score -280399.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -280486.187500 Penalty: 769.162415
	Iteration 13Q: 3 clusters Score -280486.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280525.687500 Penalty: 769.162415
	Iteration 14Q: 3 clusters Score -280525.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280550.875000 Penalty: 769.162415
	Iteration 15Q: 3 clusters Score -280550.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -280581.625000 Penalty: 769.162415
	Iteration 16Q: 3 clusters Score -280581.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -280605.843750 Penalty: 769.162415
	Iteration 17Q: 3 clusters Score -280605.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -280622.875000 Penalty: 769.162415
	Iteration 18Q: 3 clusters Score -280622.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -280637.500000 Penalty: 769.162415
	Iteration 19Q: 3 clusters Score -280637.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -280649.531250 Penalty: 769.162415
	Iteration 20F: 3 clusters Score -280649.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -280661.000000 Penalty: 769.162415
	Iteration 21Q: 3 clusters Score -280661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -280671.593750 Penalty: 769.162415
	Iteration 22Q: 3 clusters Score -280671.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -280678.312500 Penalty: 769.162415
	Iteration 23Q: 3 clusters Score -280678.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -280683.843750 Penalty: 769.162415
	Iteration 24Q: 3 clusters Score -280683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -280689.250000 Penalty: 769.162415
	Iteration 25Q: 3 clusters Score -280689.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -280694.031250 Penalty: 769.162415
	Iteration 26Q: 3 clusters Score -280694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -280698.812500 Penalty: 769.162415
	Iteration 27Q: 3 clusters Score -280698.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280707.593750 Penalty: 769.162415
	Iteration 28Q: 3 clusters Score -280707.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -280716.250000 Penalty: 769.162415
	Iteration 29Q: 3 clusters Score -280716.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -280731.218750 Penalty: 769.162415
	Iteration 30Q: 3 clusters Score -280731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -280747.968750 Penalty: 769.162415
	Iteration 31Q: 3 clusters Score -280748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -280767.406250 Penalty: 769.162415
	Iteration 32Q: 3 clusters Score -280767.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -280803.406250 Penalty: 769.162415
	Iteration 33Q: 3 clusters Score -280803.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -280849.000000 Penalty: 769.162415
	Iteration 34Q: 3 clusters Score -280849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -280879.468750 Penalty: 769.162415
	Iteration 35Q: 3 clusters Score -280879.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -280898.000000 Penalty: 769.162415
	Iteration 36Q: 3 clusters Score -280898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -280914.937500 Penalty: 769.162415
	Iteration 37Q: 3 clusters Score -280914.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -280927.843750 Penalty: 769.162415
	Iteration 38Q: 3 clusters Score -280927.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -280938.687500 Penalty: 769.162415
	Iteration 39Q: 3 clusters Score -280938.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -280945.093750 Penalty: 769.162415
	Iteration 40F: 3 clusters Score -280945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -280949.531250 Penalty: 769.162415
	Iteration 41Q: 3 clusters Score -280949.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -280954.625000 Penalty: 769.162415
	Iteration 42Q: 3 clusters Score -280954.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -280957.531250 Penalty: 769.162415
	Iteration 43Q: 3 clusters Score -280957.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -280960.093750 Penalty: 769.162415
	Iteration 44Q: 3 clusters Score -280960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -280962.437500 Penalty: 769.162415
	Iteration 45Q: 3 clusters Score -280962.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -280964.156250 Penalty: 769.162415
	Iteration 46Q: 3 clusters Score -280964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -280964.843750 Penalty: 769.162415
	Iteration 47Q: 3 clusters Score -280964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -280965.937500 Penalty: 769.162415
	Iteration 48Q: 3 clusters Score -280965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -280967.687500 Penalty: 769.162415
	Iteration 49Q: 3 clusters Score -280967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -280968.343750 Penalty: 769.162415
	Iteration 50Q: 3 clusters Score -280968.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -280968.812500 Penalty: 769.162415
	Iteration 51Q: 3 clusters Score -280968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -280969.281250 Penalty: 769.162415
	Iteration 52Q: 3 clusters Score -280969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -280972.156250 Penalty: 769.162415
	Iteration 53Q: 3 clusters Score -280972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -280973.687500 Penalty: 769.162415
	Iteration 54Q: 3 clusters Score -280973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -280974.968750 Penalty: 769.162415
	Iteration 55Q: 3 clusters Score -280975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -280976.125000 Penalty: 769.162415
	Iteration 56Q: 3 clusters Score -280976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -280976.187500 Penalty: 769.162415
	Iteration 57Q: 3 clusters Score -280976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -280976.187500 Penalty: 769.162415
	Iteration 58F: 3 clusters Score -280976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (86856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Entering Unmasked Estep 
Score: -5409173.500000 Penalty: 517.426270
	Iteration 0F: 2 clusters Score -5409174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5351920.000000 Penalty: 1034.852539
	Iteration 0F: 3 clusters Score -5351920 nChanged 42496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5377136.500000 Penalty: 1034.852539
	Iteration 1F: 3 clusters Score -5377136 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5377769.500000 Penalty: 1034.852539
	Iteration 2Q: 3 clusters Score -5377770 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -5378708.500000 Penalty: 1034.852539
	Iteration 3Q: 3 clusters Score -5378708 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -5379986.000000 Penalty: 1034.852539
	Iteration 4Q: 3 clusters Score -5379986 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -5381886.500000 Penalty: 1034.852539
	Iteration 5Q: 3 clusters Score -5381886 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -5384631.500000 Penalty: 1034.852539
	Iteration 6Q: 3 clusters Score -5384632 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -5388415.000000 Penalty: 1034.852539
	Iteration 7F: 3 clusters Score -5388415 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -5392798.500000 Penalty: 1034.852539
	Iteration 8F: 3 clusters Score -5392798 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -5396843.500000 Penalty: 1034.852539
	Iteration 9F: 3 clusters Score -5396844 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -5399832.500000 Penalty: 1034.852539
	Iteration 10Q: 3 clusters Score -5399832 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -5402006.000000 Penalty: 1034.852539
	Iteration 11Q: 3 clusters Score -5402006 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -5403647.000000 Penalty: 1034.852539
	Iteration 12Q: 3 clusters Score -5403647 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -5404871.000000 Penalty: 1034.852539
	Iteration 13Q: 3 clusters Score -5404871 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -5405748.500000 Penalty: 1034.852539
	Iteration 14Q: 3 clusters Score -5405748 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -5406486.500000 Penalty: 1034.852539
	Iteration 15Q: 3 clusters Score -5406486 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -5406934.500000 Penalty: 1034.852539
	Iteration 16Q: 3 clusters Score -5406934 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -5407338.000000 Penalty: 1034.852539
	Iteration 17Q: 3 clusters Score -5407338 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -5407678.500000 Penalty: 1034.852539
	Iteration 18Q: 3 clusters Score -5407678 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -5407952.500000 Penalty: 1034.852539
	Iteration 19Q: 3 clusters Score -5407952 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -5408135.000000 Penalty: 1034.852539
	Iteration 20F: 3 clusters Score -5408135 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -5408302.000000 Penalty: 1034.852539
	Iteration 21Q: 3 clusters Score -5408302 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -5408429.000000 Penalty: 1034.852539
	Iteration 22Q: 3 clusters Score -5408429 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -5408533.500000 Penalty: 1034.852539
	Iteration 23Q: 3 clusters Score -5408534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -5408606.500000 Penalty: 1034.852539
	Iteration 24Q: 3 clusters Score -5408606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -5408659.500000 Penalty: 1034.852539
	Iteration 25Q: 3 clusters Score -5408660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -5408683.000000 Penalty: 1034.852539
	Iteration 26Q: 3 clusters Score -5408683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -5408715.500000 Penalty: 1034.852539
	Iteration 27Q: 3 clusters Score -5408716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -5408726.500000 Penalty: 1034.852539
	Iteration 28Q: 3 clusters Score -5408726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -5408732.500000 Penalty: 1034.852539
	Iteration 29Q: 3 clusters Score -5408732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -5408741.500000 Penalty: 1034.852539
	Iteration 30Q: 3 clusters Score -5408742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -5408748.500000 Penalty: 1034.852539
	Iteration 31Q: 3 clusters Score -5408748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -5408758.000000 Penalty: 1034.852539
	Iteration 32Q: 3 clusters Score -5408758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -5408776.000000 Penalty: 1034.852539
	Iteration 33Q: 3 clusters Score -5408776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -5408775.000000 Penalty: 1034.852539
	Iteration 34Q: 3 clusters Score -5408775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -5408784.000000 Penalty: 1034.852539
	Iteration 35Q: 3 clusters Score -5408784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -5408783.500000 Penalty: 1034.852539
	Iteration 36Q: 3 clusters Score -5408784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -5408788.000000 Penalty: 1034.852539
	Iteration 37Q: 3 clusters Score -5408788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -5408788.000000 Penalty: 1034.852539
	Iteration 38Q: 3 clusters Score -5408788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -5408786.500000 Penalty: 1034.852539
	Iteration 39Q: 3 clusters Score -5408786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -5408787.000000 Penalty: 1034.852539
	Iteration 40F: 3 clusters Score -5408787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -5408793.500000 Penalty: 1034.852539
	Iteration 41Q: 3 clusters Score -5408794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -5408791.500000 Penalty: 1034.852539
	Iteration 42Q: 3 clusters Score -5408792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -5408795.000000 Penalty: 1034.852539
	Iteration 43Q: 3 clusters Score -5408795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -5408797.500000 Penalty: 1034.852539
	Iteration 44Q: 3 clusters Score -5408798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -5408796.500000 Penalty: 1034.852539
	Iteration 45Q: 3 clusters Score -5408796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -5408800.000000 Penalty: 1034.852539
	Iteration 46Q: 3 clusters Score -5408800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -5408801.500000 Penalty: 1034.852539
	Iteration 47Q: 3 clusters Score -5408802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -5408805.000000 Penalty: 1034.852539
	Iteration 48Q: 3 clusters Score -5408805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -5408805.000000 Penalty: 1034.852539
	Iteration 49Q: 3 clusters Score -5408805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -5408809.500000 Penalty: 1034.852539
	Iteration 50Q: 3 clusters Score -5408810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -5408809.500000 Penalty: 1034.852539
	Iteration 51F: 3 clusters Score -5408810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15533.002930 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15533 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 151 members 
Entering Unmasked Estep 
Score: -15216.334961 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -15216.33 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15311.266602 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15311.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15331.696289 Penalty: 510.461945
	Iteration 2Q: 3 clusters Score -15331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15367.702148 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -15367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15405.037109 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15405.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15422.089844 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15422.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15437.380859 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15437.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15455.055664 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15455.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15458.899414 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -15458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15464.375977 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -15464.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15471.050781 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -15471.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15476.863281 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -15476.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15477.894531 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -15477.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15479.694336 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -15479.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15481.473633 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -15481.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15482.937500 Penalty: 510.461945
	Iteration 15Q: 3 clusters Score -15482.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15485.045898 Penalty: 510.461945
	Iteration 16Q: 3 clusters Score -15485.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15488.961914 Penalty: 510.461945
	Iteration 17Q: 3 clusters Score -15488.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15490.665039 Penalty: 510.461945
	Iteration 18Q: 3 clusters Score -15490.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15490.665039 Penalty: 510.461945
	Iteration 19F: 3 clusters Score -15490.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Entering Unmasked Estep 
Score: -1084624.875000 Penalty: 444.321930
	Iteration 0F: 2 clusters Score -1084625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1072955.250000 Penalty: 888.643860
	Iteration 0F: 3 clusters Score -1072955 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1077778.750000 Penalty: 888.643860
	Iteration 1F: 3 clusters Score -1077779 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1078004.875000 Penalty: 888.643860
	Iteration 2Q: 3 clusters Score -1078005 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1078319.000000 Penalty: 888.643860
	Iteration 3Q: 3 clusters Score -1078319 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1078867.750000 Penalty: 888.643860
	Iteration 4F: 3 clusters Score -1078868 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1079786.500000 Penalty: 888.643860
	Iteration 5F: 3 clusters Score -1079786 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1080928.500000 Penalty: 888.643860
	Iteration 6F: 3 clusters Score -1080928 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1081932.625000 Penalty: 888.643860
	Iteration 7F: 3 clusters Score -1081933 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1082411.125000 Penalty: 888.643860
	Iteration 8F: 3 clusters Score -1082411 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1082614.375000 Penalty: 888.643860
	Iteration 9Q: 3 clusters Score -1082614 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1082757.125000 Penalty: 888.643860
	Iteration 10Q: 3 clusters Score -1082757 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1082904.750000 Penalty: 888.643860
	Iteration 11Q: 3 clusters Score -1082905 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1083045.500000 Penalty: 888.643860
	Iteration 12Q: 3 clusters Score -1083046 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1083174.625000 Penalty: 888.643860
	Iteration 13Q: 3 clusters Score -1083175 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1083289.500000 Penalty: 888.643860
	Iteration 14Q: 3 clusters Score -1083290 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1083364.625000 Penalty: 888.643860
	Iteration 15Q: 3 clusters Score -1083365 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1083421.000000 Penalty: 888.643860
	Iteration 16Q: 3 clusters Score -1083421 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1083465.250000 Penalty: 888.643860
	Iteration 17Q: 3 clusters Score -1083465 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1083499.500000 Penalty: 888.643860
	Iteration 18Q: 3 clusters Score -1083500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1083525.750000 Penalty: 888.643860
	Iteration 19Q: 3 clusters Score -1083526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1083547.000000 Penalty: 888.643860
	Iteration 20F: 3 clusters Score -1083547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1083564.625000 Penalty: 888.643860
	Iteration 21Q: 3 clusters Score -1083565 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1083583.625000 Penalty: 888.643860
	Iteration 22Q: 3 clusters Score -1083584 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1083598.125000 Penalty: 888.643860
	Iteration 23Q: 3 clusters Score -1083598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1083616.500000 Penalty: 888.643860
	Iteration 24Q: 3 clusters Score -1083616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1083632.625000 Penalty: 888.643860
	Iteration 25Q: 3 clusters Score -1083633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1083646.375000 Penalty: 888.643860
	Iteration 26Q: 3 clusters Score -1083646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1083656.875000 Penalty: 888.643860
	Iteration 27Q: 3 clusters Score -1083657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1083676.375000 Penalty: 888.643860
	Iteration 28Q: 3 clusters Score -1083676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1083700.625000 Penalty: 888.643860
	Iteration 29Q: 3 clusters Score -1083701 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1083720.000000 Penalty: 888.643860
	Iteration 30Q: 3 clusters Score -1083720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1083737.125000 Penalty: 888.643860
	Iteration 31Q: 3 clusters Score -1083737 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1083759.125000 Penalty: 888.643860
	Iteration 32Q: 3 clusters Score -1083759 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1083776.875000 Penalty: 888.643860
	Iteration 33Q: 3 clusters Score -1083777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1083800.500000 Penalty: 888.643860
	Iteration 34Q: 3 clusters Score -1083800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1083824.000000 Penalty: 888.643860
	Iteration 35Q: 3 clusters Score -1083824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1083845.750000 Penalty: 888.643860
	Iteration 36Q: 3 clusters Score -1083846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1083855.875000 Penalty: 888.643860
	Iteration 37Q: 3 clusters Score -1083856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1083871.375000 Penalty: 888.643860
	Iteration 38Q: 3 clusters Score -1083871 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1083884.750000 Penalty: 888.643860
	Iteration 39Q: 3 clusters Score -1083885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1083896.750000 Penalty: 888.643860
	Iteration 40F: 3 clusters Score -1083897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1083907.500000 Penalty: 888.643860
	Iteration 41Q: 3 clusters Score -1083908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1083917.375000 Penalty: 888.643860
	Iteration 42Q: 3 clusters Score -1083917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1083928.125000 Penalty: 888.643860
	Iteration 43Q: 3 clusters Score -1083928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1083936.125000 Penalty: 888.643860
	Iteration 44Q: 3 clusters Score -1083936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1083950.875000 Penalty: 888.643860
	Iteration 45Q: 3 clusters Score -1083951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1083961.625000 Penalty: 888.643860
	Iteration 46Q: 3 clusters Score -1083962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1083969.125000 Penalty: 888.643860
	Iteration 47Q: 3 clusters Score -1083969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1083982.500000 Penalty: 888.643860
	Iteration 48Q: 3 clusters Score -1083982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1083999.250000 Penalty: 888.643860
	Iteration 49Q: 3 clusters Score -1083999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1084012.125000 Penalty: 888.643860
	Iteration 50Q: 3 clusters Score -1084012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1084030.250000 Penalty: 888.643860
	Iteration 51Q: 3 clusters Score -1084030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1084043.250000 Penalty: 888.643860
	Iteration 52Q: 3 clusters Score -1084043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1084058.000000 Penalty: 888.643860
	Iteration 53Q: 3 clusters Score -1084058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1084074.375000 Penalty: 888.643860
	Iteration 54Q: 3 clusters Score -1084074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1084088.750000 Penalty: 888.643860
	Iteration 55Q: 3 clusters Score -1084089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1084103.625000 Penalty: 888.643860
	Iteration 56Q: 3 clusters Score -1084104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1084120.125000 Penalty: 888.643860
	Iteration 57Q: 3 clusters Score -1084120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1084134.750000 Penalty: 888.643860
	Iteration 58Q: 3 clusters Score -1084135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1084142.250000 Penalty: 888.643860
	Iteration 59Q: 3 clusters Score -1084142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1084149.625000 Penalty: 888.643860
	Iteration 60F: 3 clusters Score -1084150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1084154.625000 Penalty: 888.643860
	Iteration 61Q: 3 clusters Score -1084155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1084158.375000 Penalty: 888.643860
	Iteration 62Q: 3 clusters Score -1084158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1084163.875000 Penalty: 888.643860
	Iteration 63Q: 3 clusters Score -1084164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1084171.000000 Penalty: 888.643860
	Iteration 64Q: 3 clusters Score -1084171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1084175.250000 Penalty: 888.643860
	Iteration 65Q: 3 clusters Score -1084175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1084177.500000 Penalty: 888.643860
	Iteration 66Q: 3 clusters Score -1084178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1084184.625000 Penalty: 888.643860
	Iteration 67Q: 3 clusters Score -1084185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1084186.625000 Penalty: 888.643860
	Iteration 68Q: 3 clusters Score -1084187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1084189.625000 Penalty: 888.643860
	Iteration 69Q: 3 clusters Score -1084190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1084193.750000 Penalty: 888.643860
	Iteration 70Q: 3 clusters Score -1084194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1084196.625000 Penalty: 888.643860
	Iteration 71Q: 3 clusters Score -1084197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1084198.000000 Penalty: 888.643860
	Iteration 72Q: 3 clusters Score -1084198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1084203.000000 Penalty: 888.643860
	Iteration 73Q: 3 clusters Score -1084203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1084204.125000 Penalty: 888.643860
	Iteration 74Q: 3 clusters Score -1084204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1084207.625000 Penalty: 888.643860
	Iteration 75Q: 3 clusters Score -1084208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1084213.000000 Penalty: 888.643860
	Iteration 76Q: 3 clusters Score -1084213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1084216.375000 Penalty: 888.643860
	Iteration 77Q: 3 clusters Score -1084216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1084218.750000 Penalty: 888.643860
	Iteration 78Q: 3 clusters Score -1084219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1084220.750000 Penalty: 888.643860
	Iteration 79Q: 3 clusters Score -1084221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1084222.500000 Penalty: 888.643860
	Iteration 80F: 3 clusters Score -1084222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1084225.500000 Penalty: 888.643860
	Iteration 81Q: 3 clusters Score -1084226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1084226.875000 Penalty: 888.643860
	Iteration 82Q: 3 clusters Score -1084227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1084229.500000 Penalty: 888.643860
	Iteration 83Q: 3 clusters Score -1084230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1084231.250000 Penalty: 888.643860
	Iteration 84Q: 3 clusters Score -1084231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1084236.750000 Penalty: 888.643860
	Iteration 85Q: 3 clusters Score -1084237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1084241.750000 Penalty: 888.643860
	Iteration 86Q: 3 clusters Score -1084242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1084246.875000 Penalty: 888.643860
	Iteration 87Q: 3 clusters Score -1084247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1084251.125000 Penalty: 888.643860
	Iteration 88Q: 3 clusters Score -1084251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1084253.625000 Penalty: 888.643860
	Iteration 89Q: 3 clusters Score -1084254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1084258.250000 Penalty: 888.643860
	Iteration 90Q: 3 clusters Score -1084258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1084264.125000 Penalty: 888.643860
	Iteration 91Q: 3 clusters Score -1084264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1084268.375000 Penalty: 888.643860
	Iteration 92Q: 3 clusters Score -1084268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1084268.875000 Penalty: 888.643860
	Iteration 93Q: 3 clusters Score -1084269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1084269.000000 Penalty: 888.643860
	Iteration 94Q: 3 clusters Score -1084269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1084269.750000 Penalty: 888.643860
	Iteration 95Q: 3 clusters Score -1084270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1084269.375000 Penalty: 888.643860
	Iteration 96Q: 3 clusters Score -1084269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1084269.750000 Penalty: 888.643860
	Iteration 97Q: 3 clusters Score -1084270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1084270.375000 Penalty: 888.643860
	Iteration 98Q: 3 clusters Score -1084270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1084270.375000 Penalty: 888.643860
	Iteration 99Q: 3 clusters Score -1084270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1084270.125000 Penalty: 888.643860
	Iteration 100F: 3 clusters Score -1084270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1084272.000000 Penalty: 888.643860
	Iteration 101Q: 3 clusters Score -1084272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1084273.875000 Penalty: 888.643860
	Iteration 102Q: 3 clusters Score -1084274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1084273.000000 Penalty: 888.643860
	Iteration 103Q: 3 clusters Score -1084273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1084276.125000 Penalty: 888.643860
	Iteration 104Q: 3 clusters Score -1084276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1084277.250000 Penalty: 888.643860
	Iteration 105Q: 3 clusters Score -1084277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1084277.125000 Penalty: 888.643860
	Iteration 106Q: 3 clusters Score -1084277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1084277.750000 Penalty: 888.643860
	Iteration 107Q: 3 clusters Score -1084278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1084279.125000 Penalty: 888.643860
	Iteration 108Q: 3 clusters Score -1084279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1084278.250000 Penalty: 888.643860
	Iteration 109Q: 3 clusters Score -1084278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1084278.750000 Penalty: 888.643860
	Iteration 110Q: 3 clusters Score -1084279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1084279.500000 Penalty: 888.643860
	Iteration 111Q: 3 clusters Score -1084280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1084279.500000 Penalty: 888.643860
	Iteration 112Q: 3 clusters Score -1084280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1084279.000000 Penalty: 888.643860
	Iteration 113Q: 3 clusters Score -1084279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1084280.625000 Penalty: 888.643860
	Iteration 114Q: 3 clusters Score -1084281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1084280.875000 Penalty: 888.643860
	Iteration 115Q: 3 clusters Score -1084281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1084280.000000 Penalty: 888.643860
	Iteration 116Q: 3 clusters Score -1084280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1084282.000000 Penalty: 888.643860
	Iteration 117Q: 3 clusters Score -1084282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1084282.000000 Penalty: 888.643860
	Iteration 118Q: 3 clusters Score -1084282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1084282.000000 Penalty: 888.643860
	Iteration 119F: 3 clusters Score -1084282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -20327.414062 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -20327.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19969.289062 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19969.29 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20076.435547 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -20076.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20111.857422 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -20111.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20127.287109 Penalty: 523.194763
	Iteration 3Q: 3 clusters Score -20127.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20140.863281 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -20140.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20162.072266 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -20162.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20179.609375 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -20179.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20190.296875 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -20190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20191.640625 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -20191.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20194.152344 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -20194.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20195.080078 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -20195.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20195.080078 Penalty: 523.194763
	Iteration 11F: 3 clusters Score -20195.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -72115.757812 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -72115.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -71233.804688 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -71233.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71566.187500 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -71566.19 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71671.789062 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -71671.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71746.507812 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -71746.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71814.656250 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -71814.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71867.046875 Penalty: 641.403198
	Iteration 5F: 3 clusters Score -71867.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71900.796875 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -71900.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71918.632812 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -71918.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -71935.578125 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -71935.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71945.796875 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -71945.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -71953.382812 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -71953.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -71956.875000 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -71956.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -71961.015625 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -71961.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -71964.250000 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -71964.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -71968.210938 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -71968.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -71970.242188 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -71970.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71972.960938 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -71972.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -71975.171875 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -71975.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -71976.492188 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -71976.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -71981.382812 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -71981.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71986.367188 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -71986.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -71991.390625 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -71991.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71993.695312 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -71993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71996.960938 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -71996.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -72004.437500 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -72004.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72008.617188 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -72008.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -72012.296875 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -72012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -72015.679688 Penalty: 641.403198
	Iteration 27Q: 3 clusters Score -72015.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72018.648438 Penalty: 641.403198
	Iteration 28Q: 3 clusters Score -72018.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72023.398438 Penalty: 641.403198
	Iteration 29Q: 3 clusters Score -72023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -72025.781250 Penalty: 641.403198
	Iteration 30Q: 3 clusters Score -72025.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72027.742188 Penalty: 641.403198
	Iteration 31Q: 3 clusters Score -72027.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72028.351562 Penalty: 641.403198
	Iteration 32Q: 3 clusters Score -72028.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72029.093750 Penalty: 641.403198
	Iteration 33Q: 3 clusters Score -72029.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72028.914062 Penalty: 641.403198
	Iteration 34Q: 3 clusters Score -72028.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72030.554688 Penalty: 641.403198
	Iteration 35Q: 3 clusters Score -72030.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72030.609375 Penalty: 641.403198
	Iteration 36Q: 3 clusters Score -72030.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72030.609375 Penalty: 641.403198
	Iteration 37F: 3 clusters Score -72030.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -15369.744141 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15369.74 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 118 members 
Entering Unmasked Estep 
Score: -15059.523438 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15059.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15190.807617 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15190.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15232.729492 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -15232.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15255.007812 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -15255.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15278.836914 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15278.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15285.129883 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -15285.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15292.349609 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -15292.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15316.413086 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -15316.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15330.169922 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -15330.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15330.169922 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -15330.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -74142.312500 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -74142.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73191.898438 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -73191.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -73529.062500 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -73529.06 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73624.117188 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -73624.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73668.492188 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -73668.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -73706.234375 Penalty: 645.424194
	Iteration 4Q: 3 clusters Score -73706.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73748.109375 Penalty: 645.424194
	Iteration 5F: 3 clusters Score -73748.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -73775.070312 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -73775.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -73799.242188 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -73799.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -73826.960938 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -73826.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -73855.476562 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -73855.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73878.578125 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -73878.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -73892.554688 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -73892.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73899.203125 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -73899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -73909.093750 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -73909.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -73916.296875 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -73916.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -73923.109375 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -73923.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -73927.015625 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -73927.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -73929.007812 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -73929.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -73931.375000 Penalty: 645.424194
	Iteration 18Q: 3 clusters Score -73931.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -73935.351562 Penalty: 645.424194
	Iteration 19Q: 3 clusters Score -73935.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -73937.703125 Penalty: 645.424194
	Iteration 20F: 3 clusters Score -73937.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73940.679688 Penalty: 645.424194
	Iteration 21Q: 3 clusters Score -73940.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -73943.492188 Penalty: 645.424194
	Iteration 22Q: 3 clusters Score -73943.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -73945.687500 Penalty: 645.424194
	Iteration 23Q: 3 clusters Score -73945.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -73948.429688 Penalty: 645.424194
	Iteration 24Q: 3 clusters Score -73948.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -73950.515625 Penalty: 645.424194
	Iteration 25Q: 3 clusters Score -73950.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73951.359375 Penalty: 645.424194
	Iteration 26Q: 3 clusters Score -73951.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73951.570312 Penalty: 645.424194
	Iteration 27Q: 3 clusters Score -73951.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73951.570312 Penalty: 645.424194
	Iteration 28F: 3 clusters Score -73951.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -14024.456055 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -14024.46 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 218 members 
Entering Unmasked Estep 
Score: -13678.370117 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -13678.37 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13812.839844 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -13812.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13866.993164 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -13866.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13948.012695 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -13948.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14022.229492 Penalty: 545.677185
	Iteration 4F: 3 clusters Score -14022.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14108.468750 Penalty: 545.677185
	Iteration 5F: 3 clusters Score -14108.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14171.111328 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -14171.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14183.540039 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -14183.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14187.865234 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -14187.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14189.008789 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -14189.01 nChanged 1
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: -14189.551758 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -14189.55 nChanged 0
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: -14189.551758 Penalty: 545.677185
	Iteration 11F: 3 clusters Score -14189.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 213 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 189 members 
Entering Unmasked Estep 
Score: -53275840.000000 Penalty: 34304.355469
Splitting cluster 27 changes total score from -53277088.000000 to -53275840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -15380.680664 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -15380.68 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 159 members 
Entering Unmasked Estep 
Score: -15044.183594 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -15044.18 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15159.897461 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -15159.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15187.834961 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -15187.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15245.746094 Penalty: 520.846252
	Iteration 3F: 3 clusters Score -15245.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15351.927734 Penalty: 520.846252
	Iteration 4F: 3 clusters Score -15351.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15399.516602 Penalty: 520.846252
	Iteration 5F: 3 clusters Score -15399.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15432.427734 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -15432.43 nChanged 6
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: -15448.791992 Penalty: 520.846252
	Iteration 7Q: 3 clusters Score -15448.79 nChanged 5
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: -15467.668945 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -15467.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15479.179688 Penalty: 520.846252
	Iteration 9Q: 3 clusters Score -15479.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15485.807617 Penalty: 520.846252
	Iteration 10Q: 3 clusters Score -15485.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15492.560547 Penalty: 520.846252
	Iteration 11Q: 3 clusters Score -15492.56 nChanged 2
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: -15495.404297 Penalty: 520.846252
	Iteration 12Q: 3 clusters Score -15495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15496.943359 Penalty: 520.846252
	Iteration 13Q: 3 clusters Score -15496.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15496.943359 Penalty: 520.846252
	Iteration 14F: 3 clusters Score -15496.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 85 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 221 members 
Entering Unmasked Estep 
Score: -53275816.000000 Penalty: 34304.355469
Splitting cluster 28 changes total score from -53277088.000000 to -53275816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -37595.718750 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -37595.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37029.179688 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -37029.18 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37278.753906 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -37278.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37359.761719 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -37359.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37406.507812 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -37406.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37440.402344 Penalty: 585.104492
	Iteration 4Q: 3 clusters Score -37440.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37469.281250 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -37469.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37495.613281 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -37495.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37536.566406 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -37536.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37566.210938 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -37566.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37603.484375 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -37603.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37697.328125 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -37697.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37740.210938 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -37740.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37748.738281 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -37748.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37753.554688 Penalty: 585.104492
	Iteration 13Q: 3 clusters Score -37753.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -37753.554688 Penalty: 585.104492
	Iteration 14F: 3 clusters Score -37753.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 441 members 
Entering Unmasked Estep 
Score: -53275864.000000 Penalty: 34304.355469
Splitting cluster 29 changes total score from -53277088.000000 to -53275864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -41880.671875 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -41880.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41303.859375 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -41303.86 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -41612.750000 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -41612.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41738.648438 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -41738.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -41781.214844 Penalty: 595.233704
	Iteration 3F: 3 clusters Score -41781.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -41807.406250 Penalty: 595.233704
	Iteration 4Q: 3 clusters Score -41807.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41824.457031 Penalty: 595.233704
	Iteration 5Q: 3 clusters Score -41824.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41831.867188 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -41831.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41834.003906 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -41834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41837.289062 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -41837.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41840.941406 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -41840.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41844.140625 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -41844.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -41850.070312 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -41850.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41860.605469 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -41860.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41866.753906 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -41866.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41871.785156 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -41871.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41874.550781 Penalty: 595.233704
	Iteration 15Q: 3 clusters Score -41874.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -41881.062500 Penalty: 595.233704
	Iteration 16Q: 3 clusters Score -41881.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -41896.371094 Penalty: 595.233704
	Iteration 17Q: 3 clusters Score -41896.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41906.558594 Penalty: 595.233704
	Iteration 18Q: 3 clusters Score -41906.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41923.441406 Penalty: 595.233704
	Iteration 19Q: 3 clusters Score -41923.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41932.382812 Penalty: 595.233704
	Iteration 20F: 3 clusters Score -41932.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41947.902344 Penalty: 595.233704
	Iteration 21Q: 3 clusters Score -41947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41950.246094 Penalty: 595.233704
	Iteration 22Q: 3 clusters Score -41950.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41950.246094 Penalty: 595.233704
	Iteration 23F: 3 clusters Score -41950.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 392 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 301 members 
Entering Unmasked Estep 
Score: -53275748.000000 Penalty: 34304.355469
Splitting cluster 30 changes total score from -53277088.000000 to -53275748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -32829.007812 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -32829.01 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: -32318.511719 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -32318.51 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32424.781250 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -32424.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32440.714844 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -32440.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32457.085938 Penalty: 571.856201
	Iteration 3Q: 3 clusters Score -32457.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32470.064453 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -32470.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32482.564453 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -32482.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32489.345703 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -32489.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32494.070312 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -32494.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32495.925781 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -32495.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32498.080078 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -32498.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32504.753906 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -32504.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32513.748047 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -32513.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32518.279297 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -32518.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32520.955078 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -32520.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32523.251953 Penalty: 571.856201
	Iteration 14Q: 3 clusters Score -32523.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32524.261719 Penalty: 571.856201
	Iteration 15Q: 3 clusters Score -32524.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32524.261719 Penalty: 571.856201
	Iteration 16F: 3 clusters Score -32524.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -14492.501953 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -14492.5 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 141 members 
Entering Unmasked Estep 
Score: -14157.697266 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -14157.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14303.559570 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -14303.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14351.901367 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -14351.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14376.287109 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -14376.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14393.825195 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -14393.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14411.420898 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -14411.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14443.440430 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -14443.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14469.711914 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -14469.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14490.819336 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -14490.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14493.474609 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -14493.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14493.474609 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -14493.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 164 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 112 members 
Entering Unmasked Estep 
Score: -53275716.000000 Penalty: 34304.355469
Splitting cluster 32 changes total score from -53277088.000000 to -53275716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -34569.550781 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -34569.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34032.761719 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -34032.76 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34200.472656 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -34200.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34317.035156 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -34317.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34416.968750 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -34416.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34461.730469 Penalty: 576.972717
	Iteration 4F: 3 clusters Score -34461.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34479.351562 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -34479.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34489.675781 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -34489.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34494.234375 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -34494.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34498.164062 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -34498.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34503.414062 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -34503.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34510.699219 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -34510.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34524.621094 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -34524.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34566.035156 Penalty: 576.972717
	Iteration 12Q: 3 clusters Score -34566.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34596.796875 Penalty: 576.972717
	Iteration 13Q: 3 clusters Score -34596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34618.457031 Penalty: 576.972717
	Iteration 14Q: 3 clusters Score -34618.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34632.824219 Penalty: 576.972717
	Iteration 15Q: 3 clusters Score -34632.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34638.890625 Penalty: 576.972717
	Iteration 16Q: 3 clusters Score -34638.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34639.691406 Penalty: 576.972717
	Iteration 17Q: 3 clusters Score -34639.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34639.691406 Penalty: 576.972717
	Iteration 18F: 3 clusters Score -34639.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 202 members 
Entering Unmasked Estep 
Score: -53275836.000000 Penalty: 34304.355469
Splitting cluster 33 changes total score from -53277088.000000 to -53275836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (87162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Entering Unmasked Estep 
Score: -5469549.500000 Penalty: 517.586304
	Iteration 0F: 2 clusters Score -5469550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5411713.500000 Penalty: 1035.172607
	Iteration 0F: 3 clusters Score -5411714 nChanged 42563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -5439363.500000 Penalty: 1035.172607
	Iteration 1F: 3 clusters Score -5439364 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -5442981.000000 Penalty: 1035.172607
	Iteration 2F: 3 clusters Score -5442981 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -5449057.000000 Penalty: 1035.172607
	Iteration 3F: 3 clusters Score -5449057 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -5456637.500000 Penalty: 1035.172607
	Iteration 4F: 3 clusters Score -5456638 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -5463096.500000 Penalty: 1035.172607
	Iteration 5F: 3 clusters Score -5463096 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -5466451.500000 Penalty: 1035.172607
	Iteration 6Q: 3 clusters Score -5466452 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -5467836.000000 Penalty: 1035.172607
	Iteration 7Q: 3 clusters Score -5467836 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -5468353.000000 Penalty: 1035.172607
	Iteration 8Q: 3 clusters Score -5468353 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -5468630.500000 Penalty: 1035.172607
	Iteration 9Q: 3 clusters Score -5468630 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -5468800.000000 Penalty: 1035.172607
	Iteration 10Q: 3 clusters Score -5468800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -5468909.000000 Penalty: 1035.172607
	Iteration 11Q: 3 clusters Score -5468909 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -5468971.500000 Penalty: 1035.172607
	Iteration 12Q: 3 clusters Score -5468972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -5469022.500000 Penalty: 1035.172607
	Iteration 13Q: 3 clusters Score -5469022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -5469051.000000 Penalty: 1035.172607
	Iteration 14Q: 3 clusters Score -5469051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -5469085.500000 Penalty: 1035.172607
	Iteration 15Q: 3 clusters Score -5469086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -5469108.500000 Penalty: 1035.172607
	Iteration 16Q: 3 clusters Score -5469108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -5469128.000000 Penalty: 1035.172607
	Iteration 17Q: 3 clusters Score -5469128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -5469139.500000 Penalty: 1035.172607
	Iteration 18Q: 3 clusters Score -5469140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -5469139.500000 Penalty: 1035.172607
	Iteration 19Q: 3 clusters Score -5469140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -5469146.000000 Penalty: 1035.172607
	Iteration 20F: 3 clusters Score -5469146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -5469150.000000 Penalty: 1035.172607
	Iteration 21Q: 3 clusters Score -5469150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -5469143.000000 Penalty: 1035.172607
	Iteration 22Q: 3 clusters Score -5469143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -5469148.000000 Penalty: 1035.172607
	Iteration 23Q: 3 clusters Score -5469148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -5469153.000000 Penalty: 1035.172607
	Iteration 24Q: 3 clusters Score -5469153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -5469153.500000 Penalty: 1035.172607
	Iteration 25Q: 3 clusters Score -5469154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -5469155.000000 Penalty: 1035.172607
	Iteration 26Q: 3 clusters Score -5469155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -5469160.500000 Penalty: 1035.172607
	Iteration 27Q: 3 clusters Score -5469160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -5469163.000000 Penalty: 1035.172607
	Iteration 28Q: 3 clusters Score -5469163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -5469163.500000 Penalty: 1035.172607
	Iteration 29Q: 3 clusters Score -5469164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -5469162.000000 Penalty: 1035.172607
	Iteration 30Q: 3 clusters Score -5469162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -5469161.500000 Penalty: 1035.172607
	Iteration 31Q: 3 clusters Score -5469162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -5469160.500000 Penalty: 1035.172607
	Iteration 32Q: 3 clusters Score -5469160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -5469160.500000 Penalty: 1035.172607
	Iteration 33F: 3 clusters Score -5469160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (97607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Entering Unmasked Estep 
Score: -6083900.500000 Penalty: 522.736084
	Iteration 0F: 2 clusters Score -6083900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6024119.000000 Penalty: 1045.472168
	Iteration 0F: 3 clusters Score -6024119 nChanged 47845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6054018.500000 Penalty: 1045.472168
	Iteration 1F: 3 clusters Score -6054018 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -6056827.000000 Penalty: 1045.472168
	Iteration 2F: 3 clusters Score -6056827 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6061994.500000 Penalty: 1045.472168
	Iteration 3F: 3 clusters Score -6061994 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6068642.500000 Penalty: 1045.472168
	Iteration 4F: 3 clusters Score -6068642 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -6073113.500000 Penalty: 1045.472168
	Iteration 5F: 3 clusters Score -6073114 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6074735.000000 Penalty: 1045.472168
	Iteration 6Q: 3 clusters Score -6074735 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -6075483.500000 Penalty: 1045.472168
	Iteration 7Q: 3 clusters Score -6075484 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -6076265.500000 Penalty: 1045.472168
	Iteration 8Q: 3 clusters Score -6076266 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -6076945.500000 Penalty: 1045.472168
	Iteration 9Q: 3 clusters Score -6076946 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -6077729.500000 Penalty: 1045.472168
	Iteration 10Q: 3 clusters Score -6077730 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -6078587.500000 Penalty: 1045.472168
	Iteration 11Q: 3 clusters Score -6078588 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -6079466.000000 Penalty: 1045.472168
	Iteration 12Q: 3 clusters Score -6079466 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -6080248.000000 Penalty: 1045.472168
	Iteration 13Q: 3 clusters Score -6080248 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -6080994.500000 Penalty: 1045.472168
	Iteration 14Q: 3 clusters Score -6080994 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -6081806.500000 Penalty: 1045.472168
	Iteration 15Q: 3 clusters Score -6081806 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -6082890.500000 Penalty: 1045.472168
	Iteration 16Q: 3 clusters Score -6082890 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -6083855.000000 Penalty: 1045.472168
	Iteration 17Q: 3 clusters Score -6083855 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -6084344.000000 Penalty: 1045.472168
	Iteration 18Q: 3 clusters Score -6084344 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -6084582.500000 Penalty: 1045.472168
	Iteration 19Q: 3 clusters Score -6084582 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -6084806.500000 Penalty: 1045.472168
	Iteration 20F: 3 clusters Score -6084806 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -6084954.000000 Penalty: 1045.472168
	Iteration 21Q: 3 clusters Score -6084954 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -6085038.500000 Penalty: 1045.472168
	Iteration 22Q: 3 clusters Score -6085038 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -6085038.500000 Penalty: 1045.472168
	Iteration 23Q: 3 clusters Score -6085038 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -6085036.500000 Penalty: 1045.472168
	Iteration 24Q: 3 clusters Score -6085036 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -6085062.500000 Penalty: 1045.472168
	Iteration 25Q: 3 clusters Score -6085062 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -6085010.000000 Penalty: 1045.472168
	Iteration 26Q: 3 clusters Score -6085010 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -6084942.500000 Penalty: 1045.472168
	Iteration 27Q: 3 clusters Score -6084942 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -6084896.000000 Penalty: 1045.472168
	Iteration 28Q: 3 clusters Score -6084896 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -6084884.000000 Penalty: 1045.472168
	Iteration 29Q: 3 clusters Score -6084884 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -6084863.000000 Penalty: 1045.472168
	Iteration 30Q: 3 clusters Score -6084863 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -6084804.500000 Penalty: 1045.472168
	Iteration 31Q: 3 clusters Score -6084804 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -6084849.500000 Penalty: 1045.472168
	Iteration 32Q: 3 clusters Score -6084850 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -6084876.500000 Penalty: 1045.472168
	Iteration 33Q: 3 clusters Score -6084876 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -6084802.000000 Penalty: 1045.472168
	Iteration 34Q: 3 clusters Score -6084802 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -6084771.000000 Penalty: 1045.472168
	Iteration 35Q: 3 clusters Score -6084771 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -6084745.000000 Penalty: 1045.472168
	Iteration 36Q: 3 clusters Score -6084745 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -6084751.000000 Penalty: 1045.472168
	Iteration 37Q: 3 clusters Score -6084751 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -6084714.000000 Penalty: 1045.472168
	Iteration 38Q: 3 clusters Score -6084714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -6084683.000000 Penalty: 1045.472168
	Iteration 39Q: 3 clusters Score -6084683 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -6084675.500000 Penalty: 1045.472168
	Iteration 40F: 3 clusters Score -6084676 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -6084642.500000 Penalty: 1045.472168
	Iteration 41Q: 3 clusters Score -6084642 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -6084624.000000 Penalty: 1045.472168
	Iteration 42Q: 3 clusters Score -6084624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -6084602.000000 Penalty: 1045.472168
	Iteration 43Q: 3 clusters Score -6084602 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -6084535.000000 Penalty: 1045.472168
	Iteration 44Q: 3 clusters Score -6084535 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -6084538.000000 Penalty: 1045.472168
	Iteration 45Q: 3 clusters Score -6084538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -6084522.500000 Penalty: 1045.472168
	Iteration 46Q: 3 clusters Score -6084522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -6084526.500000 Penalty: 1045.472168
	Iteration 47Q: 3 clusters Score -6084526 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -6084527.000000 Penalty: 1045.472168
	Iteration 48Q: 3 clusters Score -6084527 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -6084517.000000 Penalty: 1045.472168
	Iteration 49Q: 3 clusters Score -6084517 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -6084518.000000 Penalty: 1045.472168
	Iteration 50Q: 3 clusters Score -6084518 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -6084500.500000 Penalty: 1045.472168
	Iteration 51Q: 3 clusters Score -6084500 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -6084513.500000 Penalty: 1045.472168
	Iteration 52Q: 3 clusters Score -6084514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -6084489.000000 Penalty: 1045.472168
	Iteration 53Q: 3 clusters Score -6084489 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -6084489.000000 Penalty: 1045.472168
	Iteration 54Q: 3 clusters Score -6084489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -6084459.500000 Penalty: 1045.472168
	Iteration 55Q: 3 clusters Score -6084460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -6084446.000000 Penalty: 1045.472168
	Iteration 56Q: 3 clusters Score -6084446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -6084439.500000 Penalty: 1045.472168
	Iteration 57Q: 3 clusters Score -6084440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -6084432.500000 Penalty: 1045.472168
	Iteration 58Q: 3 clusters Score -6084432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -6084447.000000 Penalty: 1045.472168
	Iteration 59Q: 3 clusters Score -6084447 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -6084446.500000 Penalty: 1045.472168
	Iteration 60F: 3 clusters Score -6084446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -6084444.500000 Penalty: 1045.472168
	Iteration 61Q: 3 clusters Score -6084444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 90140 members 
Entering Unmasked Estep 
Score: -6084436.500000 Penalty: 1045.472168
	Iteration 62Q: 3 clusters Score -6084436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -6084429.000000 Penalty: 1045.472168
	Iteration 63Q: 3 clusters Score -6084429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -6084433.000000 Penalty: 1045.472168
	Iteration 64Q: 3 clusters Score -6084433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -6084452.500000 Penalty: 1045.472168
	Iteration 65Q: 3 clusters Score -6084452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -6084457.500000 Penalty: 1045.472168
	Iteration 66Q: 3 clusters Score -6084458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -6084463.500000 Penalty: 1045.472168
	Iteration 67Q: 3 clusters Score -6084464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -6084456.000000 Penalty: 1045.472168
	Iteration 68Q: 3 clusters Score -6084456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -6084444.500000 Penalty: 1045.472168
	Iteration 69Q: 3 clusters Score -6084444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -6084434.500000 Penalty: 1045.472168
	Iteration 70Q: 3 clusters Score -6084434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -6084426.000000 Penalty: 1045.472168
	Iteration 71Q: 3 clusters Score -6084426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -6084437.500000 Penalty: 1045.472168
	Iteration 72Q: 3 clusters Score -6084438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -6084431.500000 Penalty: 1045.472168
	Iteration 73Q: 3 clusters Score -6084432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -6084423.000000 Penalty: 1045.472168
	Iteration 74Q: 3 clusters Score -6084423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -6084401.500000 Penalty: 1045.472168
	Iteration 75Q: 3 clusters Score -6084402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -6084405.500000 Penalty: 1045.472168
	Iteration 76Q: 3 clusters Score -6084406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -6084410.000000 Penalty: 1045.472168
	Iteration 77Q: 3 clusters Score -6084410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -6084394.500000 Penalty: 1045.472168
	Iteration 78Q: 3 clusters Score -6084394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -6084423.500000 Penalty: 1045.472168
	Iteration 79Q: 3 clusters Score -6084424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -6084415.000000 Penalty: 1045.472168
	Iteration 80F: 3 clusters Score -6084415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -6084434.000000 Penalty: 1045.472168
	Iteration 81Q: 3 clusters Score -6084434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -6084436.500000 Penalty: 1045.472168
	Iteration 82Q: 3 clusters Score -6084436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -6084445.000000 Penalty: 1045.472168
	Iteration 83Q: 3 clusters Score -6084445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -6084434.500000 Penalty: 1045.472168
	Iteration 84Q: 3 clusters Score -6084434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -6084432.500000 Penalty: 1045.472168
	Iteration 85Q: 3 clusters Score -6084432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -6084406.000000 Penalty: 1045.472168
	Iteration 86Q: 3 clusters Score -6084406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -6084401.000000 Penalty: 1045.472168
	Iteration 87Q: 3 clusters Score -6084401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -6084399.000000 Penalty: 1045.472168
	Iteration 88Q: 3 clusters Score -6084399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -6084394.000000 Penalty: 1045.472168
	Iteration 89Q: 3 clusters Score -6084394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -6084399.500000 Penalty: 1045.472168
	Iteration 90Q: 3 clusters Score -6084400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -6084391.000000 Penalty: 1045.472168
	Iteration 91Q: 3 clusters Score -6084391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -6084378.500000 Penalty: 1045.472168
	Iteration 92Q: 3 clusters Score -6084378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -6084382.000000 Penalty: 1045.472168
	Iteration 93Q: 3 clusters Score -6084382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -6084377.500000 Penalty: 1045.472168
	Iteration 94Q: 3 clusters Score -6084378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -6084398.500000 Penalty: 1045.472168
	Iteration 95Q: 3 clusters Score -6084398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -6084374.500000 Penalty: 1045.472168
	Iteration 96Q: 3 clusters Score -6084374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -6084372.500000 Penalty: 1045.472168
	Iteration 97Q: 3 clusters Score -6084372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -6084357.000000 Penalty: 1045.472168
	Iteration 98Q: 3 clusters Score -6084357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -6084353.000000 Penalty: 1045.472168
	Iteration 99Q: 3 clusters Score -6084353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -6084347.000000 Penalty: 1045.472168
	Iteration 100F: 3 clusters Score -6084347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -6084348.500000 Penalty: 1045.472168
	Iteration 101Q: 3 clusters Score -6084348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -6084350.500000 Penalty: 1045.472168
	Iteration 102Q: 3 clusters Score -6084350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -6084346.000000 Penalty: 1045.472168
	Iteration 103Q: 3 clusters Score -6084346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -6084344.500000 Penalty: 1045.472168
	Iteration 104Q: 3 clusters Score -6084344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -6084337.500000 Penalty: 1045.472168
	Iteration 105Q: 3 clusters Score -6084338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -6084342.000000 Penalty: 1045.472168
	Iteration 106Q: 3 clusters Score -6084342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -6084329.500000 Penalty: 1045.472168
	Iteration 107Q: 3 clusters Score -6084330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -6084331.000000 Penalty: 1045.472168
	Iteration 108Q: 3 clusters Score -6084331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -6084333.000000 Penalty: 1045.472168
	Iteration 109Q: 3 clusters Score -6084333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -6084333.000000 Penalty: 1045.472168
	Iteration 110Q: 3 clusters Score -6084333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -6084319.000000 Penalty: 1045.472168
	Iteration 111Q: 3 clusters Score -6084319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -6084313.000000 Penalty: 1045.472168
	Iteration 112Q: 3 clusters Score -6084313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -6084313.000000 Penalty: 1045.472168
	Iteration 113Q: 3 clusters Score -6084313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -6084312.500000 Penalty: 1045.472168
	Iteration 114Q: 3 clusters Score -6084312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -6084307.000000 Penalty: 1045.472168
	Iteration 115Q: 3 clusters Score -6084307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -6084312.000000 Penalty: 1045.472168
	Iteration 116Q: 3 clusters Score -6084312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -6084309.000000 Penalty: 1045.472168
	Iteration 117Q: 3 clusters Score -6084309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -6084302.500000 Penalty: 1045.472168
	Iteration 118Q: 3 clusters Score -6084302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -6084302.500000 Penalty: 1045.472168
	Iteration 119Q: 3 clusters Score -6084302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -6084300.500000 Penalty: 1045.472168
	Iteration 120F: 3 clusters Score -6084300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -6084302.500000 Penalty: 1045.472168
	Iteration 121Q: 3 clusters Score -6084302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -6084300.000000 Penalty: 1045.472168
	Iteration 122Q: 3 clusters Score -6084300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -6084296.500000 Penalty: 1045.472168
	Iteration 123Q: 3 clusters Score -6084296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -6084297.000000 Penalty: 1045.472168
	Iteration 124Q: 3 clusters Score -6084297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -6084299.500000 Penalty: 1045.472168
	Iteration 125Q: 3 clusters Score -6084300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -6084301.000000 Penalty: 1045.472168
	Iteration 126Q: 3 clusters Score -6084301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -6084302.000000 Penalty: 1045.472168
	Iteration 127Q: 3 clusters Score -6084302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -6084292.500000 Penalty: 1045.472168
	Iteration 128Q: 3 clusters Score -6084292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -6084303.000000 Penalty: 1045.472168
	Iteration 129Q: 3 clusters Score -6084303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -6084298.500000 Penalty: 1045.472168
	Iteration 130Q: 3 clusters Score -6084298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -6084297.500000 Penalty: 1045.472168
	Iteration 131Q: 3 clusters Score -6084298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -6084291.500000 Penalty: 1045.472168
	Iteration 132Q: 3 clusters Score -6084292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -6084289.000000 Penalty: 1045.472168
	Iteration 133Q: 3 clusters Score -6084289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -6084297.000000 Penalty: 1045.472168
	Iteration 134Q: 3 clusters Score -6084297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -6084288.500000 Penalty: 1045.472168
	Iteration 135Q: 3 clusters Score -6084288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -6084292.000000 Penalty: 1045.472168
	Iteration 136Q: 3 clusters Score -6084292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -6084291.500000 Penalty: 1045.472168
	Iteration 137Q: 3 clusters Score -6084292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -6084291.500000 Penalty: 1045.472168
	Iteration 138F: 3 clusters Score -6084292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 6123 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 91484 members 
Entering Unmasked Estep 
Score: -53276484.000000 Penalty: 34304.355469
Splitting cluster 35 changes total score from -53277088.000000 to -53276484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -32605.626953 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -32605.63 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 249 members 
Entering Unmasked Estep 
Score: -32119.302734 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -32119.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32254.539062 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -32254.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32277.158203 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -32277.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32296.216797 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -32296.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32310.738281 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -32310.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32332.775391 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -32332.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32341.947266 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -32341.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32348.396484 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -32348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32349.974609 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -32349.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32353.876953 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -32353.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32356.976562 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -32356.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32362.638672 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -32362.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32373.328125 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -32373.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32378.425781 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -32378.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32382.281250 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -32382.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32383.093750 Penalty: 563.690918
	Iteration 15Q: 3 clusters Score -32383.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32383.093750 Penalty: 563.690918
	Iteration 16F: 3 clusters Score -32383.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -25977.250000 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -25977.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25561.330078 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25561.33 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25789.099609 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25789.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25913.744141 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25913.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25966.505859 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -25966.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25982.169922 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -25982.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26006.675781 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -26006.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26034.806641 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -26034.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26052.666016 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -26052.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26069.818359 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26069.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26089.910156 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26089.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26100.939453 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26100.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26105.410156 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -26105.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26107.253906 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -26107.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26107.566406 Penalty: 548.353821
	Iteration 13Q: 3 clusters Score -26107.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26107.824219 Penalty: 548.353821
	Iteration 14Q: 3 clusters Score -26107.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26107.824219 Penalty: 548.353821
	Iteration 15F: 3 clusters Score -26107.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
Score: -53275840.000000 Penalty: 34304.355469
Splitting cluster 37 changes total score from -53277088.000000 to -53275840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -14576.881836 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -14576.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14262.733398 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -14262.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14422.446289 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -14422.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14472.419922 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -14472.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14500.900391 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -14500.9 nChanged 11
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: -14546.076172 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -14546.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14558.587891 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -14558.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14570.391602 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -14570.39 nChanged 4
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: -14578.037109 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -14578.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14583.233398 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -14583.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14585.804688 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -14585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14588.154297 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -14588.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14589.886719 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -14589.89 nChanged 1
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: -14592.195312 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -14592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14594.291016 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -14594.29 nChanged 2
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: -14598.915039 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -14598.92 nChanged 2
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: -14607.661133 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -14607.66 nChanged 2
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: -14612.332031 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -14612.33 nChanged 0
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: -14613.458984 Penalty: 507.066010
	Iteration 17F: 3 clusters Score -14613.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14615.300781 Penalty: 507.066010
	Iteration 18Q: 3 clusters Score -14615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14618.195312 Penalty: 507.066010
	Iteration 19Q: 3 clusters Score -14618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14618.195312 Penalty: 507.066010
	Iteration 20F: 3 clusters Score -14618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 148 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 115 members 
Entering Unmasked Estep 
Score: -53275704.000000 Penalty: 34304.355469
Splitting cluster 38 changes total score from -53277088.000000 to -53275704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -18866.277344 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -18866.28 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: -18505.937500 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -18505.94 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18629.859375 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -18629.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18697.390625 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -18697.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18737.894531 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -18737.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18752.992188 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -18752.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18765.011719 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -18765.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18770.781250 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -18770.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18772.619141 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -18772.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18772.619141 Penalty: 521.143127
	Iteration 8F: 3 clusters Score -18772.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -17482.332031 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -17482.33 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 153 members 
Entering Unmasked Estep 
Score: -17156.312500 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -17156.31 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17286.931641 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -17286.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17330.314453 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -17330.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17363.050781 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -17363.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17376.845703 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -17376.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17380.392578 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -17380.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17381.375000 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -17381.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17382.984375 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -17382.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17384.322266 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -17384.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17385.929688 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -17385.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17385.929688 Penalty: 514.056702
	Iteration 10F: 3 clusters Score -17385.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -58185.093750 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -58185.09 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 430 members 
Entering Unmasked Estep 
Score: -57443.121094 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -57443.12 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57675.562500 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -57675.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57765.242188 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -57765.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57859.246094 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -57859.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57976.308594 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -57976.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58065.457031 Penalty: 618.307373
	Iteration 5F: 3 clusters Score -58065.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58122.828125 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -58122.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58144.394531 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -58144.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58151.687500 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -58151.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58164.570312 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -58164.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58174.812500 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -58174.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58178.500000 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -58178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58179.730469 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -58179.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58180.093750 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -58180.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58180.460938 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -58180.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58180.593750 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -58180.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58180.593750 Penalty: 618.307373
	Iteration 16F: 3 clusters Score -58180.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -25653.271484 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -25653.27 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 230 members 
Entering Unmasked Estep 
Score: -25231.378906 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25231.38 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25440.769531 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25440.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25505.171875 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25505.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25542.156250 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -25542.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25556.859375 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -25556.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25579.361328 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -25579.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25591.335938 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -25591.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25592.734375 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -25592.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25593.201172 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -25593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25593.201172 Penalty: 555.941528
	Iteration 9F: 3 clusters Score -25593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -18733.275391 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -18733.28 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 191 members 
Entering Unmasked Estep 
Score: -18443.376953 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -18443.38 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18765.494141 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -18765.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18855.951172 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -18855.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18921.802734 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -18921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18957.509766 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -18957.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19010.955078 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -19010.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19112.523438 Penalty: 534.362732
	Iteration 6F: 3 clusters Score -19112.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19193.410156 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -19193.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19225.361328 Penalty: 534.362732
	Iteration 8Q: 3 clusters Score -19225.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19295.687500 Penalty: 534.362732
	Iteration 9Q: 3 clusters Score -19295.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19335.345703 Penalty: 534.362732
	Iteration 10Q: 3 clusters Score -19335.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19335.345703 Penalty: 534.362732
	Iteration 11F: 3 clusters Score -19335.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 233 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 122 members 
Entering Unmasked Estep 
Score: -53276324.000000 Penalty: 34304.355469
Splitting cluster 43 changes total score from -53277088.000000 to -53276324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -34520.164062 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -34520.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34074.480469 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -34074.48 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34212.183594 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -34212.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34271.500000 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -34271.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34297.949219 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -34297.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34313.968750 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -34313.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34324.289062 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -34324.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34329.968750 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -34329.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34335.296875 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -34335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -34339.816406 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -34339.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -34343.777344 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -34343.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -34343.777344 Penalty: 560.477661
	Iteration 10F: 3 clusters Score -34343.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -23563.044922 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -23563.04 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 180 members 
Entering Unmasked Estep 
Score: -23151.365234 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -23151.37 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23247.658203 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -23247.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23280.820312 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -23280.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23291.062500 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -23291.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23305.781250 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -23305.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23318.099609 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -23318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23324.455078 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -23324.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23331.339844 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -23331.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23333.449219 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -23333.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23336.019531 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -23336.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23338.164062 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -23338.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23341.066406 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -23341.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23342.378906 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -23342.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23343.347656 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -23343.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23344.167969 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -23344.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23345.035156 Penalty: 539.592651
	Iteration 15Q: 3 clusters Score -23345.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23346.156250 Penalty: 539.592651
	Iteration 16Q: 3 clusters Score -23346.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23346.472656 Penalty: 539.592651
	Iteration 17Q: 3 clusters Score -23346.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23346.472656 Penalty: 539.592651
	Iteration 18F: 3 clusters Score -23346.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -59587.011719 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -59587.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -58827.941406 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -58827.94 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -59095.894531 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -59095.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59175.664062 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -59175.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -59226.988281 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -59226.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59285.328125 Penalty: 620.720764
	Iteration 4F: 3 clusters Score -59285.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59333.496094 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -59333.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -59370.691406 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -59370.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -59410.441406 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -59410.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59430.050781 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -59430.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59446.519531 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -59446.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59467.457031 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -59467.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59488.394531 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -59488.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59495.332031 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -59495.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -59503.734375 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -59503.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -59509.648438 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -59509.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -59520.183594 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -59520.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59524.113281 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -59524.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -59526.476562 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -59526.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59528.257812 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -59528.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -59528.519531 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -59528.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -59528.519531 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -59528.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -53749.027344 Penalty: 311.049805
	Iteration 0F: 2 clusters Score -53749.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52977.941406 Penalty: 622.099609
	Iteration 0F: 3 clusters Score -52977.94 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53261.437500 Penalty: 622.099609
	Iteration 1F: 3 clusters Score -53261.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53350.078125 Penalty: 622.099609
	Iteration 2F: 3 clusters Score -53350.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53427.464844 Penalty: 622.099609
	Iteration 3F: 3 clusters Score -53427.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53508.042969 Penalty: 622.099609
	Iteration 4F: 3 clusters Score -53508.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53576.753906 Penalty: 622.099609
	Iteration 5F: 3 clusters Score -53576.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -53633.914062 Penalty: 622.099609
	Iteration 6Q: 3 clusters Score -53633.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53687.156250 Penalty: 622.099609
	Iteration 7Q: 3 clusters Score -53687.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -53719.968750 Penalty: 622.099609
	Iteration 8Q: 3 clusters Score -53719.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53759.406250 Penalty: 622.099609
	Iteration 9Q: 3 clusters Score -53759.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53780.226562 Penalty: 622.099609
	Iteration 10Q: 3 clusters Score -53780.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -53800.414062 Penalty: 622.099609
	Iteration 11Q: 3 clusters Score -53800.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -53813.558594 Penalty: 622.099609
	Iteration 12Q: 3 clusters Score -53813.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53822.246094 Penalty: 622.099609
	Iteration 13Q: 3 clusters Score -53822.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -53829.156250 Penalty: 622.099609
	Iteration 14Q: 3 clusters Score -53829.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -53837.449219 Penalty: 622.099609
	Iteration 15Q: 3 clusters Score -53837.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -53844.445312 Penalty: 622.099609
	Iteration 16Q: 3 clusters Score -53844.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -53847.800781 Penalty: 622.099609
	Iteration 17Q: 3 clusters Score -53847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53848.886719 Penalty: 622.099609
	Iteration 18Q: 3 clusters Score -53848.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53854.468750 Penalty: 622.099609
	Iteration 19Q: 3 clusters Score -53854.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -53856.292969 Penalty: 622.099609
	Iteration 20F: 3 clusters Score -53856.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -53857.945312 Penalty: 622.099609
	Iteration 21Q: 3 clusters Score -53857.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53859.164062 Penalty: 622.099609
	Iteration 22Q: 3 clusters Score -53859.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53859.343750 Penalty: 622.099609
	Iteration 23Q: 3 clusters Score -53859.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53859.343750 Penalty: 622.099609
	Iteration 24F: 3 clusters Score -53859.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 407 members 
Entering Unmasked Estep 
Score: -53275872.000000 Penalty: 34304.355469
Splitting cluster 47 changes total score from -53277088.000000 to -53275872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -28198.345703 Penalty: 276.844727
	Iteration 0F: 2 clusters Score -28198.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27783.742188 Penalty: 553.689453
	Iteration 0F: 3 clusters Score -27783.74 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27904.257812 Penalty: 553.689453
	Iteration 1F: 3 clusters Score -27904.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27950.343750 Penalty: 553.689453
	Iteration 2F: 3 clusters Score -27950.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27976.962891 Penalty: 553.689453
	Iteration 3F: 3 clusters Score -27976.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27996.031250 Penalty: 553.689453
	Iteration 4Q: 3 clusters Score -27996.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28009.662109 Penalty: 553.689453
	Iteration 5Q: 3 clusters Score -28009.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28024.048828 Penalty: 553.689453
	Iteration 6Q: 3 clusters Score -28024.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28032.722656 Penalty: 553.689453
	Iteration 7Q: 3 clusters Score -28032.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28040.806641 Penalty: 553.689453
	Iteration 8Q: 3 clusters Score -28040.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28044.187500 Penalty: 553.689453
	Iteration 9Q: 3 clusters Score -28044.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28051.195312 Penalty: 553.689453
	Iteration 10Q: 3 clusters Score -28051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28059.666016 Penalty: 553.689453
	Iteration 11Q: 3 clusters Score -28059.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28062.384766 Penalty: 553.689453
	Iteration 12Q: 3 clusters Score -28062.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28066.156250 Penalty: 553.689453
	Iteration 13Q: 3 clusters Score -28066.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28069.855469 Penalty: 553.689453
	Iteration 14Q: 3 clusters Score -28069.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28071.957031 Penalty: 553.689453
	Iteration 15Q: 3 clusters Score -28071.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28072.744141 Penalty: 553.689453
	Iteration 16Q: 3 clusters Score -28072.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28075.572266 Penalty: 553.689453
	Iteration 17Q: 3 clusters Score -28075.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28076.064453 Penalty: 553.689453
	Iteration 18Q: 3 clusters Score -28076.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28077.064453 Penalty: 553.689453
	Iteration 19Q: 3 clusters Score -28077.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28080.105469 Penalty: 553.689453
	Iteration 20F: 3 clusters Score -28080.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28082.214844 Penalty: 553.689453
	Iteration 21Q: 3 clusters Score -28082.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28082.728516 Penalty: 553.689453
	Iteration 22Q: 3 clusters Score -28082.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28082.863281 Penalty: 553.689453
	Iteration 23Q: 3 clusters Score -28082.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28082.863281 Penalty: 553.689453
	Iteration 24F: 3 clusters Score -28082.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -21980.542969 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -21980.54 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 177 members 
Entering Unmasked Estep 
Score: -21582.134766 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -21582.13 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21690.958984 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -21690.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21736.650391 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -21736.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21762.833984 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -21762.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21780.648438 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -21780.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21787.017578 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -21787.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21790.181641 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -21790.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21796.333984 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -21796.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21801.847656 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -21801.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21804.433594 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -21804.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21810.572266 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -21810.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21818.091797 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -21818.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21825.166016 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -21825.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21832.982422 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -21832.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21839.980469 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -21839.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21852.179688 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -21852.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21871.505859 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -21871.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21895.537109 Penalty: 533.590454
	Iteration 17Q: 3 clusters Score -21895.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21906.828125 Penalty: 533.590454
	Iteration 18Q: 3 clusters Score -21906.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21907.453125 Penalty: 533.590454
	Iteration 19Q: 3 clusters Score -21907.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21907.453125 Penalty: 533.590454
	Iteration 20F: 3 clusters Score -21907.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -20879.396484 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -20879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20439.910156 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -20439.91 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20724.054688 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -20724.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20784.103516 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -20784.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20809.796875 Penalty: 562.192932
	Iteration 3Q: 3 clusters Score -20809.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20827.494141 Penalty: 562.192932
	Iteration 4Q: 3 clusters Score -20827.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20844.312500 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -20844.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20850.156250 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -20850.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20852.060547 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -20852.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20854.353516 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -20854.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20859.291016 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -20859.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20859.291016 Penalty: 562.192932
	Iteration 10F: 3 clusters Score -20859.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8111.492188 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8111.492 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 88 members 
Entering Unmasked Estep 
Score: -7874.640625 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -7874.641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7969.199219 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -7969.199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7998.625000 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -7998.625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8028.263184 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -8028.263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8089.400879 Penalty: 472.052094
	Iteration 4F: 3 clusters Score -8089.401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8142.423340 Penalty: 472.052094
	Iteration 5F: 3 clusters Score -8142.423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8207.112305 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -8207.112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8255.691406 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -8255.691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8312.750977 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -8312.751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8367.813477 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -8367.813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8371.770508 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -8371.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8372.903320 Penalty: 472.052094
	Iteration 11Q: 3 clusters Score -8372.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8372.903320 Penalty: 472.052094
	Iteration 12F: 3 clusters Score -8372.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 113 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 66 members 
Entering Unmasked Estep 
Score: -53275944.000000 Penalty: 34304.355469
Splitting cluster 51 changes total score from -53277088.000000 to -53275944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11740.617188 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11740.62 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 105 members 
Entering Unmasked Estep 
Score: -11493.998047 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11820.753906 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11820.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11933.254883 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11933.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12006.033203 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -12006.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12013.824219 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12013.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12021.477539 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12021.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12046.528320 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12046.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12094.111328 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12094.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12099.010742 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -12099.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12095.074219 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -12095.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12138.147461 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -12138.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12138.147461 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -12138.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 57 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 150 members 
Entering Unmasked Estep 
Score: -53276112.000000 Penalty: 34304.355469
Splitting cluster 52 changes total score from -53277088.000000 to -53276112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -70399.968750 Penalty: 318.098572
	Iteration 0F: 2 clusters Score -70399.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -69534.976562 Penalty: 636.197144
	Iteration 0F: 3 clusters Score -69534.98 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69773.992188 Penalty: 636.197144
	Iteration 1F: 3 clusters Score -69773.99 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69824.953125 Penalty: 636.197144
	Iteration 2F: 3 clusters Score -69824.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69870.921875 Penalty: 636.197144
	Iteration 3F: 3 clusters Score -69870.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69918.218750 Penalty: 636.197144
	Iteration 4F: 3 clusters Score -69918.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -69942.921875 Penalty: 636.197144
	Iteration 5Q: 3 clusters Score -69942.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69955.375000 Penalty: 636.197144
	Iteration 6Q: 3 clusters Score -69955.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69964.914062 Penalty: 636.197144
	Iteration 7Q: 3 clusters Score -69964.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69974.539062 Penalty: 636.197144
	Iteration 8Q: 3 clusters Score -69974.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -69985.359375 Penalty: 636.197144
	Iteration 9Q: 3 clusters Score -69985.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -69999.921875 Penalty: 636.197144
	Iteration 10Q: 3 clusters Score -69999.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -70021.718750 Penalty: 636.197144
	Iteration 11Q: 3 clusters Score -70021.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -70059.593750 Penalty: 636.197144
	Iteration 12Q: 3 clusters Score -70059.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -70095.070312 Penalty: 636.197144
	Iteration 13Q: 3 clusters Score -70095.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -70136.062500 Penalty: 636.197144
	Iteration 14Q: 3 clusters Score -70136.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -70174.570312 Penalty: 636.197144
	Iteration 15Q: 3 clusters Score -70174.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -70200.093750 Penalty: 636.197144
	Iteration 16Q: 3 clusters Score -70200.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -70212.078125 Penalty: 636.197144
	Iteration 17Q: 3 clusters Score -70212.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -70216.929688 Penalty: 636.197144
	Iteration 18Q: 3 clusters Score -70216.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -70225.929688 Penalty: 636.197144
	Iteration 19Q: 3 clusters Score -70225.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -70234.835938 Penalty: 636.197144
	Iteration 20F: 3 clusters Score -70234.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -70247.445312 Penalty: 636.197144
	Iteration 21Q: 3 clusters Score -70247.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -70258.687500 Penalty: 636.197144
	Iteration 22Q: 3 clusters Score -70258.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -70266.187500 Penalty: 636.197144
	Iteration 23Q: 3 clusters Score -70266.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -70269.695312 Penalty: 636.197144
	Iteration 24Q: 3 clusters Score -70269.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -70271.390625 Penalty: 636.197144
	Iteration 25Q: 3 clusters Score -70271.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -70271.390625 Penalty: 636.197144
	Iteration 26F: 3 clusters Score -70271.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -46692.175781 Penalty: 300.045807
	Iteration 0F: 2 clusters Score -46692.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46070.761719 Penalty: 600.091614
	Iteration 0F: 3 clusters Score -46070.76 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46239.531250 Penalty: 600.091614
	Iteration 1F: 3 clusters Score -46239.53 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46307.128906 Penalty: 600.091614
	Iteration 2F: 3 clusters Score -46307.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46335.160156 Penalty: 600.091614
	Iteration 3F: 3 clusters Score -46335.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46351.437500 Penalty: 600.091614
	Iteration 4Q: 3 clusters Score -46351.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46365.507812 Penalty: 600.091614
	Iteration 5Q: 3 clusters Score -46365.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -46378.449219 Penalty: 600.091614
	Iteration 6Q: 3 clusters Score -46378.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -46388.968750 Penalty: 600.091614
	Iteration 7Q: 3 clusters Score -46388.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46394.691406 Penalty: 600.091614
	Iteration 8Q: 3 clusters Score -46394.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46398.312500 Penalty: 600.091614
	Iteration 9Q: 3 clusters Score -46398.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46403.058594 Penalty: 600.091614
	Iteration 10Q: 3 clusters Score -46403.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46409.187500 Penalty: 600.091614
	Iteration 11Q: 3 clusters Score -46409.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -46412.054688 Penalty: 600.091614
	Iteration 12Q: 3 clusters Score -46412.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46413.382812 Penalty: 600.091614
	Iteration 13Q: 3 clusters Score -46413.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46413.777344 Penalty: 600.091614
	Iteration 14Q: 3 clusters Score -46413.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46414.312500 Penalty: 600.091614
	Iteration 15Q: 3 clusters Score -46414.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46415.054688 Penalty: 600.091614
	Iteration 16Q: 3 clusters Score -46415.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46416.230469 Penalty: 600.091614
	Iteration 17Q: 3 clusters Score -46416.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46416.761719 Penalty: 600.091614
	Iteration 18Q: 3 clusters Score -46416.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46416.761719 Penalty: 600.091614
	Iteration 19F: 3 clusters Score -46416.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122363 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 49225 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 58952 members 
Mstep: Class 15 contains 86570 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 86856 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87162 members 
Mstep: Class 35 contains 97607 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53276980.000000 Penalty: 33680.636719
Iteration 159Q: 55 clusters Score -5.327698e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122527 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 50023 members 
Mstep: Class 9 contains 85646 members 
Mstep: Class 10 contains 34119 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 56881 members 
Mstep: Class 14 contains 57544 members 
Mstep: Class 15 contains 86577 members 
Mstep: Class 16 contains 88322 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4643 members 
Mstep: Class 20 contains 86960 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17377 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 527 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87714 members 
Mstep: Class 35 contains 96901 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 933 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278664.000000 Penalty: 33680.636719
Iteration 160F: 55 clusters Score -5.327866e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 230 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122572 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 50757 members 
Mstep: Class 9 contains 85997 members 
Mstep: Class 10 contains 33331 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 57790 members 
Mstep: Class 14 contains 54914 members 
Mstep: Class 15 contains 86568 members 
Mstep: Class 16 contains 88342 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4595 members 
Mstep: Class 20 contains 87059 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17354 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 88063 members 
Mstep: Class 35 contains 97901 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 938 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278276.000000 Penalty: 33680.636719
Iteration 161Q: 55 clusters Score -5.327828e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 229 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122604 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 51545 members 
Mstep: Class 9 contains 86474 members 
Mstep: Class 10 contains 32590 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 58719 members 
Mstep: Class 14 contains 52582 members 
Mstep: Class 15 contains 86501 members 
Mstep: Class 16 contains 88392 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 87075 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17333 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 507 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 88482 members 
Mstep: Class 35 contains 98388 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 940 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277984.000000 Penalty: 33680.636719
Iteration 162Q: 55 clusters Score -5.327798e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122623 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 52305 members 
Mstep: Class 9 contains 86928 members 
Mstep: Class 10 contains 31895 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 59670 members 
Mstep: Class 14 contains 50508 members 
Mstep: Class 15 contains 86460 members 
Mstep: Class 16 contains 88438 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17339 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 304 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 494 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 88866 members 
Mstep: Class 35 contains 98606 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 938 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 180 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277828.000000 Penalty: 33680.636719
Iteration 163Q: 55 clusters Score -5.327783e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 227 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122553 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 52968 members 
Mstep: Class 9 contains 87284 members 
Mstep: Class 10 contains 31273 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60618 members 
Mstep: Class 14 contains 48823 members 
Mstep: Class 15 contains 86394 members 
Mstep: Class 16 contains 88451 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 87108 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17387 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 89066 members 
Mstep: Class 35 contains 98772 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 938 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277660.000000 Penalty: 33680.636719
Iteration 164Q: 55 clusters Score -5.327766e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 227 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122439 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 53536 members 
Mstep: Class 9 contains 87518 members 
Mstep: Class 10 contains 30663 members 
Mstep: Class 11 contains 387 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61627 members 
Mstep: Class 14 contains 47458 members 
Mstep: Class 15 contains 86345 members 
Mstep: Class 16 contains 88494 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 20 contains 87075 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17445 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 474 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 89177 members 
Mstep: Class 35 contains 98924 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 934 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 480 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277724.000000 Penalty: 33680.636719
Iteration 165Q: 55 clusters Score -5.327772e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 227 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122335 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 54115 members 
Mstep: Class 9 contains 87606 members 
Mstep: Class 10 contains 30117 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62585 members 
Mstep: Class 14 contains 46378 members 
Mstep: Class 15 contains 86278 members 
Mstep: Class 16 contains 88523 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 20 contains 87053 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17492 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 89159 members 
Mstep: Class 35 contains 99041 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 936 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277976.000000 Penalty: 33680.636719
Iteration 166Q: 55 clusters Score -5.327798e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122197 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 54647 members 
Mstep: Class 9 contains 87634 members 
Mstep: Class 10 contains 29548 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63541 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 86181 members 
Mstep: Class 16 contains 88581 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4638 members 
Mstep: Class 20 contains 86985 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17536 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 451 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 89075 members 
Mstep: Class 35 contains 99153 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 937 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277852.000000 Penalty: 33680.636719
Iteration 167Q: 55 clusters Score -5.327785e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 122040 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 55179 members 
Mstep: Class 9 contains 87549 members 
Mstep: Class 10 contains 29027 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64508 members 
Mstep: Class 14 contains 45009 members 
Mstep: Class 15 contains 86153 members 
Mstep: Class 16 contains 88589 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4678 members 
Mstep: Class 20 contains 86943 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17583 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 443 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 88867 members 
Mstep: Class 35 contains 99184 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 936 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 483 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277588.000000 Penalty: 33680.636719
Iteration 168Q: 55 clusters Score -5.327759e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121887 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 55642 members 
Mstep: Class 9 contains 87371 members 
Mstep: Class 10 contains 28561 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65561 members 
Mstep: Class 14 contains 44620 members 
Mstep: Class 15 contains 86052 members 
Mstep: Class 16 contains 88557 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4712 members 
Mstep: Class 20 contains 86967 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17625 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 437 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 88603 members 
Mstep: Class 35 contains 99155 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 938 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 482 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277852.000000 Penalty: 33680.636719
Iteration 169Q: 55 clusters Score -5.327785e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 227 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121730 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 56054 members 
Mstep: Class 9 contains 87164 members 
Mstep: Class 10 contains 28107 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66574 members 
Mstep: Class 14 contains 44409 members 
Mstep: Class 15 contains 85950 members 
Mstep: Class 16 contains 88500 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 87018 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 88310 members 
Mstep: Class 35 contains 99094 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 942 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 484 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278348.000000 Penalty: 33680.636719
Iteration 170Q: 55 clusters Score -5.327835e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121570 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 56516 members 
Mstep: Class 9 contains 86935 members 
Mstep: Class 10 contains 27709 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 67599 members 
Mstep: Class 14 contains 44375 members 
Mstep: Class 15 contains 85799 members 
Mstep: Class 16 contains 88376 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4776 members 
Mstep: Class 20 contains 87035 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17691 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 400 members 
Mstep: Class 28 contains 306 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 418 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87976 members 
Mstep: Class 35 contains 98973 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 943 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 484 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278500.000000 Penalty: 33680.636719
Iteration 171Q: 55 clusters Score -5.32785e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121411 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 56972 members 
Mstep: Class 9 contains 86717 members 
Mstep: Class 10 contains 27308 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 68671 members 
Mstep: Class 14 contains 44442 members 
Mstep: Class 15 contains 85587 members 
Mstep: Class 16 contains 88175 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 87046 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17731 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 403 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 412 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87653 members 
Mstep: Class 35 contains 98807 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 942 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 491 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278940.000000 Penalty: 33680.636719
Iteration 172Q: 55 clusters Score -5.327894e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121285 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 57422 members 
Mstep: Class 9 contains 86535 members 
Mstep: Class 10 contains 26896 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 69759 members 
Mstep: Class 14 contains 44609 members 
Mstep: Class 15 contains 85289 members 
Mstep: Class 16 contains 87983 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 86993 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17785 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 400 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 87295 members 
Mstep: Class 35 contains 98626 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 940 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279372.000000 Penalty: 33680.636719
Iteration 173Q: 55 clusters Score -5.327937e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 121094 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 57827 members 
Mstep: Class 9 contains 86326 members 
Mstep: Class 10 contains 26462 members 
Mstep: Class 11 contains 371 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 70880 members 
Mstep: Class 14 contains 44843 members 
Mstep: Class 15 contains 84996 members 
Mstep: Class 16 contains 87789 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 87055 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17840 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 400 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 86998 members 
Mstep: Class 35 contains 98338 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 940 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 500 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279488.000000 Penalty: 33680.636719
Iteration 174Q: 55 clusters Score -5.327949e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120921 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 58199 members 
Mstep: Class 9 contains 86047 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 71966 members 
Mstep: Class 14 contains 45236 members 
Mstep: Class 15 contains 84689 members 
Mstep: Class 16 contains 87546 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4917 members 
Mstep: Class 20 contains 87096 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17894 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 402 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 86700 members 
Mstep: Class 35 contains 98062 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 947 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 507 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 31. Lose 621.366638 but Gain 623.714844
Score: -53279968.000000 Penalty: 33056.921875
Iteration 175Q: 54 clusters Score -5.327997e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120772 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 58552 members 
Mstep: Class 9 contains 85819 members 
Mstep: Class 10 contains 25774 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 73068 members 
Mstep: Class 14 contains 45724 members 
Mstep: Class 15 contains 84401 members 
Mstep: Class 16 contains 87487 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 87079 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17933 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 86383 members 
Mstep: Class 35 contains 97747 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 999 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280912.000000 Penalty: 33056.921875
Iteration 176Q: 54 clusters Score -5.328091e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120575 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 58923 members 
Mstep: Class 9 contains 85520 members 
Mstep: Class 10 contains 25291 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 74164 members 
Mstep: Class 14 contains 46250 members 
Mstep: Class 15 contains 84102 members 
Mstep: Class 16 contains 87285 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 87113 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17941 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 86078 members 
Mstep: Class 35 contains 97438 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1027 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 515 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281216.000000 Penalty: 33056.921875
Iteration 177Q: 54 clusters Score -5.328122e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 120279 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 59335 members 
Mstep: Class 9 contains 85204 members 
Mstep: Class 10 contains 24850 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 75300 members 
Mstep: Class 14 contains 46832 members 
Mstep: Class 15 contains 83738 members 
Mstep: Class 16 contains 87034 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 87174 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 304 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85774 members 
Mstep: Class 35 contains 97144 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281740.000000 Penalty: 33056.921875
Iteration 178Q: 54 clusters Score -5.328174e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119969 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 59732 members 
Mstep: Class 9 contains 84934 members 
Mstep: Class 10 contains 24433 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 76431 members 
Mstep: Class 14 contains 47491 members 
Mstep: Class 15 contains 83341 members 
Mstep: Class 16 contains 86795 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5056 members 
Mstep: Class 20 contains 87137 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85512 members 
Mstep: Class 35 contains 96783 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1058 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281972.000000 Penalty: 33056.921875
Iteration 179Q: 54 clusters Score -5.328197e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 119575 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 60108 members 
Mstep: Class 9 contains 84642 members 
Mstep: Class 10 contains 24003 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 77643 members 
Mstep: Class 14 contains 48158 members 
Mstep: Class 15 contains 83036 members 
Mstep: Class 16 contains 86556 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 87120 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18050 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 85227 members 
Mstep: Class 35 contains 96423 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1067 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 518 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282208.000000 Penalty: 33056.921875
Iteration 180F: 54 clusters Score -5.328221e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 118999 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 60489 members 
Mstep: Class 9 contains 84323 members 
Mstep: Class 10 contains 23610 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 79161 members 
Mstep: Class 14 contains 48864 members 
Mstep: Class 15 contains 82696 members 
Mstep: Class 16 contains 86293 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 87105 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18043 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84887 members 
Mstep: Class 35 contains 96044 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1076 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 515 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282708.000000 Penalty: 33056.921875
Iteration 181Q: 54 clusters Score -5.328271e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 118268 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 60842 members 
Mstep: Class 9 contains 84038 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 80966 members 
Mstep: Class 14 contains 49693 members 
Mstep: Class 15 contains 82421 members 
Mstep: Class 16 contains 85991 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 87016 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 18035 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 84405 members 
Mstep: Class 35 contains 95601 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1085 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 518 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283012.000000 Penalty: 33056.921875
Iteration 182Q: 54 clusters Score -5.328301e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 117435 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 61244 members 
Mstep: Class 9 contains 83782 members 
Mstep: Class 10 contains 22746 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 82993 members 
Mstep: Class 14 contains 50583 members 
Mstep: Class 15 contains 82145 members 
Mstep: Class 16 contains 85679 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 86905 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17996 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 308 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 83874 members 
Mstep: Class 35 contains 95060 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 469 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1092 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283104.000000 Penalty: 33056.921875
Iteration 183Q: 54 clusters Score -5.32831e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 116391 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 61670 members 
Mstep: Class 9 contains 83563 members 
Mstep: Class 10 contains 22282 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 85364 members 
Mstep: Class 14 contains 51602 members 
Mstep: Class 15 contains 81784 members 
Mstep: Class 16 contains 85285 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 86818 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17952 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 83309 members 
Mstep: Class 35 contains 94384 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 468 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1101 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283664.000000 Penalty: 33056.921875
Iteration 184Q: 54 clusters Score -5.328366e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 115237 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 62135 members 
Mstep: Class 9 contains 83272 members 
Mstep: Class 10 contains 21844 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 87983 members 
Mstep: Class 14 contains 52794 members 
Mstep: Class 15 contains 81424 members 
Mstep: Class 16 contains 84782 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 86793 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17863 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 82585 members 
Mstep: Class 35 contains 93666 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 466 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1112 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284224.000000 Penalty: 33056.921875
Iteration 185Q: 54 clusters Score -5.328422e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 113923 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 62655 members 
Mstep: Class 9 contains 83008 members 
Mstep: Class 10 contains 21429 members 
Mstep: Class 11 contains 351 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 90805 members 
Mstep: Class 14 contains 54051 members 
Mstep: Class 15 contains 81071 members 
Mstep: Class 16 contains 84249 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 86802 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17768 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 81736 members 
Mstep: Class 35 contains 92848 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1122 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284012.000000 Penalty: 33056.921875
Iteration 186Q: 54 clusters Score -5.328401e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 112606 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 63207 members 
Mstep: Class 9 contains 82745 members 
Mstep: Class 10 contains 21024 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 93460 members 
Mstep: Class 14 contains 55517 members 
Mstep: Class 15 contains 80798 members 
Mstep: Class 16 contains 83701 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5238 members 
Mstep: Class 20 contains 86795 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17664 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 80845 members 
Mstep: Class 35 contains 91963 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1130 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284380.000000 Penalty: 33056.921875
Iteration 187Q: 54 clusters Score -5.328438e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 111141 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 63874 members 
Mstep: Class 9 contains 82475 members 
Mstep: Class 10 contains 20661 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 96015 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 80519 members 
Mstep: Class 16 contains 83209 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5238 members 
Mstep: Class 20 contains 86753 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17570 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 79840 members 
Mstep: Class 35 contains 91146 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1140 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284480.000000 Penalty: 33056.921875
Iteration 188Q: 54 clusters Score -5.328448e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 109617 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 64608 members 
Mstep: Class 9 contains 82248 members 
Mstep: Class 10 contains 20313 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 98294 members 
Mstep: Class 14 contains 58729 members 
Mstep: Class 15 contains 80303 members 
Mstep: Class 16 contains 82749 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 86777 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17505 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 78779 members 
Mstep: Class 35 contains 90373 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1154 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284484.000000 Penalty: 33056.921875
Iteration 189Q: 54 clusters Score -5.328448e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 108036 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 65392 members 
Mstep: Class 9 contains 82018 members 
Mstep: Class 10 contains 19951 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 100155 members 
Mstep: Class 14 contains 60486 members 
Mstep: Class 15 contains 80140 members 
Mstep: Class 16 contains 82350 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5268 members 
Mstep: Class 20 contains 86841 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17440 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77739 members 
Mstep: Class 35 contains 89707 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1170 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284380.000000 Penalty: 33056.921875
Iteration 190Q: 54 clusters Score -5.328438e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 106510 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 66240 members 
Mstep: Class 9 contains 81873 members 
Mstep: Class 10 contains 19596 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 101406 members 
Mstep: Class 14 contains 62367 members 
Mstep: Class 15 contains 79985 members 
Mstep: Class 16 contains 81989 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5292 members 
Mstep: Class 20 contains 86896 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17397 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 76768 members 
Mstep: Class 35 contains 89184 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1190 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284172.000000 Penalty: 33056.921875
Iteration 191Q: 54 clusters Score -5.328417e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 105133 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 67166 members 
Mstep: Class 9 contains 81787 members 
Mstep: Class 10 contains 19264 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 101943 members 
Mstep: Class 14 contains 64332 members 
Mstep: Class 15 contains 79818 members 
Mstep: Class 16 contains 81678 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 86961 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17320 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 76039 members 
Mstep: Class 35 contains 88742 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1203 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284200.000000 Penalty: 33056.921875
Iteration 192Q: 54 clusters Score -5.32842e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 103902 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 68094 members 
Mstep: Class 9 contains 81651 members 
Mstep: Class 10 contains 18918 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 101707 members 
Mstep: Class 14 contains 66417 members 
Mstep: Class 15 contains 79715 members 
Mstep: Class 16 contains 81397 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5329 members 
Mstep: Class 20 contains 87010 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17296 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 75741 members 
Mstep: Class 35 contains 88293 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1224 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284068.000000 Penalty: 33056.921875
Iteration 193Q: 54 clusters Score -5.328407e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 102812 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 68947 members 
Mstep: Class 9 contains 81573 members 
Mstep: Class 10 contains 18597 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 100875 members 
Mstep: Class 14 contains 68631 members 
Mstep: Class 15 contains 79639 members 
Mstep: Class 16 contains 81182 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5351 members 
Mstep: Class 20 contains 87041 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17279 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 75781 members 
Mstep: Class 35 contains 87737 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1249 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 182 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284496.000000 Penalty: 33056.921875
Iteration 194Q: 54 clusters Score -5.32845e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 101888 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 69810 members 
Mstep: Class 9 contains 81452 members 
Mstep: Class 10 contains 18292 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 99627 members 
Mstep: Class 14 contains 70856 members 
Mstep: Class 15 contains 79533 members 
Mstep: Class 16 contains 81020 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 87061 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17272 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 313 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 75985 members 
Mstep: Class 35 contains 87268 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1267 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285144.000000 Penalty: 33056.921875
Iteration 195Q: 54 clusters Score -5.328514e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 101008 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 70612 members 
Mstep: Class 9 contains 81336 members 
Mstep: Class 10 contains 17992 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 98265 members 
Mstep: Class 14 contains 73142 members 
Mstep: Class 15 contains 79465 members 
Mstep: Class 16 contains 80868 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 87071 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17264 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 314 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 76287 members 
Mstep: Class 35 contains 86720 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285852.000000 Penalty: 33056.921875
Iteration 196Q: 54 clusters Score -5.328585e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 100125 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 71418 members 
Mstep: Class 9 contains 81206 members 
Mstep: Class 10 contains 17729 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 96847 members 
Mstep: Class 14 contains 75380 members 
Mstep: Class 15 contains 79422 members 
Mstep: Class 16 contains 80706 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 87091 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 76660 members 
Mstep: Class 35 contains 86191 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1295 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286456.000000 Penalty: 33056.921875
Iteration 197Q: 54 clusters Score -5.328646e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 99329 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72163 members 
Mstep: Class 9 contains 81080 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 95527 members 
Mstep: Class 14 contains 77651 members 
Mstep: Class 15 contains 79376 members 
Mstep: Class 16 contains 80557 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 87067 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17185 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77036 members 
Mstep: Class 35 contains 85579 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287492.000000 Penalty: 33056.921875
Iteration 198Q: 54 clusters Score -5.328749e+07 nChanged 7160
Entering ConstructFrom: 
Score: -53287492.000000 Penalty: 33056.921875
Entering ConstructFrom: 
Trying to split cluster 1 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -31347.792969 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -31347.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30836.324219 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -30836.32 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31064.804688 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -31064.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31208.339844 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -31208.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31288.421875 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -31288.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31316.218750 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -31316.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31335.531250 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -31335.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31346.531250 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -31346.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31356.023438 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -31356.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31360.128906 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -31360.13 nChanged 5
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: -31363.056641 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -31363.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31367.964844 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -31367.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31368.677734 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -31368.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31368.677734 Penalty: 568.042297
	Iteration 12F: 3 clusters Score -31368.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 79691 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
Score: -53287536.000000 Penalty: 33680.636719
Splitting cluster 1 changes total score from -53287492.000000 to -53287536.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -184514.718750 Penalty: 362.966339
	Iteration 0F: 2 clusters Score -184514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -182510.015625 Penalty: 725.932678
	Iteration 0F: 3 clusters Score -182510 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -183400.015625 Penalty: 725.932678
	Iteration 1F: 3 clusters Score -183400 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -183712.453125 Penalty: 725.932678
	Iteration 2F: 3 clusters Score -183712.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -184192.640625 Penalty: 725.932678
	Iteration 3F: 3 clusters Score -184192.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -184506.828125 Penalty: 725.932678
	Iteration 4F: 3 clusters Score -184506.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184588.156250 Penalty: 725.932678
	Iteration 5Q: 3 clusters Score -184588.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -184624.031250 Penalty: 725.932678
	Iteration 6Q: 3 clusters Score -184624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -184636.703125 Penalty: 725.932678
	Iteration 7Q: 3 clusters Score -184636.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -184640.453125 Penalty: 725.932678
	Iteration 8Q: 3 clusters Score -184640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -184642.468750 Penalty: 725.932678
	Iteration 9Q: 3 clusters Score -184642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -184643.734375 Penalty: 725.932678
	Iteration 10Q: 3 clusters Score -184643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -184644.609375 Penalty: 725.932678
	Iteration 11Q: 3 clusters Score -184644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -184644.890625 Penalty: 725.932678
	Iteration 12Q: 3 clusters Score -184644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -184646.171875 Penalty: 725.932678
	Iteration 13Q: 3 clusters Score -184646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -184647.656250 Penalty: 725.932678
	Iteration 14Q: 3 clusters Score -184647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -184648.625000 Penalty: 725.932678
	Iteration 15Q: 3 clusters Score -184648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -184649.843750 Penalty: 725.932678
	Iteration 16Q: 3 clusters Score -184649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -184650.671875 Penalty: 725.932678
	Iteration 17Q: 3 clusters Score -184650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -184650.656250 Penalty: 725.932678
	Iteration 18Q: 3 clusters Score -184650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -184650.656250 Penalty: 725.932678
	Iteration 19F: 3 clusters Score -184650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1670 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 79691 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 1244 members 
Entering Unmasked Estep 
Score: -53287364.000000 Penalty: 34304.355469
Splitting cluster 2 changes total score from -53287492.000000 to -53287364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -8716.018555 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -8716.019 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 203 members 
Entering Unmasked Estep 
Score: -8363.406250 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -8363.406 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8543.827148 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -8543.827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8604.189453 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -8604.189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8647.594727 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -8647.595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8681.909180 Penalty: 547.025330
	Iteration 4F: 3 clusters Score -8681.909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8703.480469 Penalty: 547.025330
	Iteration 5F: 3 clusters Score -8703.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8716.213867 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -8716.214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8721.032227 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -8721.032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8721.032227 Penalty: 547.025330
	Iteration 8F: 3 clusters Score -8721.032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 94 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 79691 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 314 members 
Entering Unmasked Estep 
Score: -53287196.000000 Penalty: 34304.355469
Splitting cluster 3 changes total score from -53287492.000000 to -53287196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -11998.514648 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -11998.51 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 118 members 
Entering Unmasked Estep 
Score: -11725.501953 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -11725.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11833.010742 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -11833.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11861.608398 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -11861.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11875.137695 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -11875.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11885.144531 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -11885.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11885.620117 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -11885.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11885.620117 Penalty: 493.268707
	Iteration 6F: 3 clusters Score -11885.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -42462.074219 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -42462.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41856.234375 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -41856.23 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42030.238281 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -42030.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42112.031250 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -42112.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -42168.078125 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -42168.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42206.054688 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -42206.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42264.734375 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -42264.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42331.128906 Penalty: 594.044189
	Iteration 6F: 3 clusters Score -42331.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42382.691406 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -42382.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42419.210938 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -42419.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -42461.250000 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -42461.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42492.304688 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -42492.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42524.003906 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -42524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42544.789062 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -42544.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42553.652344 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -42553.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42555.261719 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -42555.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -42555.261719 Penalty: 594.044189
	Iteration 15F: 3 clusters Score -42555.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 79691 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 440 members 
Entering Unmasked Estep 
Score: -53287320.000000 Penalty: 34304.355469
Splitting cluster 5 changes total score from -53287492.000000 to -53287320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (98564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Entering Unmasked Estep 
Score: -6038714.500000 Penalty: 523.179993
	Iteration 0F: 2 clusters Score -6038714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -5972854.500000 Penalty: 1046.359985
	Iteration 0F: 3 clusters Score -5972854 nChanged 48301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -6004764.000000 Penalty: 1046.359985
	Iteration 1F: 3 clusters Score -6004764 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -6008407.500000 Penalty: 1046.359985
	Iteration 2F: 3 clusters Score -6008408 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -6013751.000000 Penalty: 1046.359985
	Iteration 3F: 3 clusters Score -6013751 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -6020102.000000 Penalty: 1046.359985
	Iteration 4F: 3 clusters Score -6020102 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -6025092.000000 Penalty: 1046.359985
	Iteration 5F: 3 clusters Score -6025092 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -6028186.500000 Penalty: 1046.359985
	Iteration 6Q: 3 clusters Score -6028186 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -6030008.000000 Penalty: 1046.359985
	Iteration 7Q: 3 clusters Score -6030008 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -6031469.500000 Penalty: 1046.359985
	Iteration 8Q: 3 clusters Score -6031470 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -6032718.500000 Penalty: 1046.359985
	Iteration 9Q: 3 clusters Score -6032718 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -6033920.000000 Penalty: 1046.359985
	Iteration 10Q: 3 clusters Score -6033920 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -6034893.500000 Penalty: 1046.359985
	Iteration 11Q: 3 clusters Score -6034894 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -6035784.000000 Penalty: 1046.359985
	Iteration 12Q: 3 clusters Score -6035784 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -6036472.500000 Penalty: 1046.359985
	Iteration 13Q: 3 clusters Score -6036472 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -6037046.000000 Penalty: 1046.359985
	Iteration 14Q: 3 clusters Score -6037046 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -6037535.500000 Penalty: 1046.359985
	Iteration 15Q: 3 clusters Score -6037536 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -6037871.500000 Penalty: 1046.359985
	Iteration 16Q: 3 clusters Score -6037872 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -6038084.000000 Penalty: 1046.359985
	Iteration 17Q: 3 clusters Score -6038084 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -6038204.500000 Penalty: 1046.359985
	Iteration 18Q: 3 clusters Score -6038204 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -6038293.500000 Penalty: 1046.359985
	Iteration 19Q: 3 clusters Score -6038294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -6038373.500000 Penalty: 1046.359985
	Iteration 20F: 3 clusters Score -6038374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -6038416.500000 Penalty: 1046.359985
	Iteration 21Q: 3 clusters Score -6038416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -6038447.500000 Penalty: 1046.359985
	Iteration 22Q: 3 clusters Score -6038448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -6038468.500000 Penalty: 1046.359985
	Iteration 23Q: 3 clusters Score -6038468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -6038479.500000 Penalty: 1046.359985
	Iteration 24Q: 3 clusters Score -6038480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -6038490.500000 Penalty: 1046.359985
	Iteration 25Q: 3 clusters Score -6038490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -6038506.000000 Penalty: 1046.359985
	Iteration 26Q: 3 clusters Score -6038506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -6038518.500000 Penalty: 1046.359985
	Iteration 27Q: 3 clusters Score -6038518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -6038533.000000 Penalty: 1046.359985
	Iteration 28Q: 3 clusters Score -6038533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -6038561.000000 Penalty: 1046.359985
	Iteration 29Q: 3 clusters Score -6038561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -6038559.000000 Penalty: 1046.359985
	Iteration 30Q: 3 clusters Score -6038559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -6038562.500000 Penalty: 1046.359985
	Iteration 31Q: 3 clusters Score -6038562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -6038569.500000 Penalty: 1046.359985
	Iteration 32Q: 3 clusters Score -6038570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -6038571.500000 Penalty: 1046.359985
	Iteration 33Q: 3 clusters Score -6038572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -6038577.500000 Penalty: 1046.359985
	Iteration 34Q: 3 clusters Score -6038578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -6038578.500000 Penalty: 1046.359985
	Iteration 35Q: 3 clusters Score -6038578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -6038572.000000 Penalty: 1046.359985
	Iteration 36Q: 3 clusters Score -6038572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -6038576.500000 Penalty: 1046.359985
	Iteration 37Q: 3 clusters Score -6038576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -6038582.500000 Penalty: 1046.359985
	Iteration 38Q: 3 clusters Score -6038582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -6038587.000000 Penalty: 1046.359985
	Iteration 39Q: 3 clusters Score -6038587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -6038591.000000 Penalty: 1046.359985
	Iteration 40F: 3 clusters Score -6038591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -6038600.500000 Penalty: 1046.359985
	Iteration 41Q: 3 clusters Score -6038600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -6038602.500000 Penalty: 1046.359985
	Iteration 42Q: 3 clusters Score -6038602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -6038602.500000 Penalty: 1046.359985
	Iteration 43Q: 3 clusters Score -6038602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -6038605.500000 Penalty: 1046.359985
	Iteration 44Q: 3 clusters Score -6038606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -6038606.000000 Penalty: 1046.359985
	Iteration 45Q: 3 clusters Score -6038606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -6038612.500000 Penalty: 1046.359985
	Iteration 46Q: 3 clusters Score -6038612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -6038617.500000 Penalty: 1046.359985
	Iteration 47Q: 3 clusters Score -6038618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -6038615.000000 Penalty: 1046.359985
	Iteration 48Q: 3 clusters Score -6038615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -6038617.500000 Penalty: 1046.359985
	Iteration 49Q: 3 clusters Score -6038618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -6038620.500000 Penalty: 1046.359985
	Iteration 50Q: 3 clusters Score -6038620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -6038623.000000 Penalty: 1046.359985
	Iteration 51Q: 3 clusters Score -6038623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -6038620.000000 Penalty: 1046.359985
	Iteration 52Q: 3 clusters Score -6038620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -6038621.500000 Penalty: 1046.359985
	Iteration 53Q: 3 clusters Score -6038622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -6038621.000000 Penalty: 1046.359985
	Iteration 54Q: 3 clusters Score -6038621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -6038622.000000 Penalty: 1046.359985
	Iteration 55Q: 3 clusters Score -6038622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -6038616.500000 Penalty: 1046.359985
	Iteration 56Q: 3 clusters Score -6038616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -6038613.000000 Penalty: 1046.359985
	Iteration 57Q: 3 clusters Score -6038613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -6038615.500000 Penalty: 1046.359985
	Iteration 58Q: 3 clusters Score -6038616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -6038620.000000 Penalty: 1046.359985
	Iteration 59Q: 3 clusters Score -6038620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -6038618.500000 Penalty: 1046.359985
	Iteration 60F: 3 clusters Score -6038618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -22582.044922 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -22582.04 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 194 members 
Entering Unmasked Estep 
Score: -22181.052734 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -22181.05 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22303.509766 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -22303.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22361.177734 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -22361.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22422.082031 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -22422.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22485.474609 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -22485.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22517.712891 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -22517.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22552.623047 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -22552.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22599.654297 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -22599.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22659.636719 Penalty: 537.882507
	Iteration 8F: 3 clusters Score -22659.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22720.279297 Penalty: 537.882507
	Iteration 9F: 3 clusters Score -22720.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22765.521484 Penalty: 537.882507
	Iteration 10F: 3 clusters Score -22765.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22800.302734 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -22800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22818.996094 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -22819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22825.068359 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -22825.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22830.873047 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -22830.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22846.224609 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -22846.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22846.224609 Penalty: 537.882507
	Iteration 16F: 3 clusters Score -22846.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 79691 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 131 members 
Entering Unmasked Estep 
Score: -53287460.000000 Penalty: 34304.355469
Splitting cluster 7 changes total score from -53287492.000000 to -53287460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (72912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Entering Unmasked Estep 
Score: -4559661.500000 Penalty: 509.463867
	Iteration 0F: 2 clusters Score -4559662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4510617.500000 Penalty: 1018.927734
	Iteration 0F: 3 clusters Score -4510618 nChanged 35445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4532414.000000 Penalty: 1018.927734
	Iteration 1F: 3 clusters Score -4532414 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -4533438.500000 Penalty: 1018.927734
	Iteration 2Q: 3 clusters Score -4533438 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -4535084.000000 Penalty: 1018.927734
	Iteration 3Q: 3 clusters Score -4535084 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -4537938.000000 Penalty: 1018.927734
	Iteration 4F: 3 clusters Score -4537938 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -4542464.000000 Penalty: 1018.927734
	Iteration 5F: 3 clusters Score -4542464 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -4548436.500000 Penalty: 1018.927734
	Iteration 6F: 3 clusters Score -4548436 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -4553805.000000 Penalty: 1018.927734
	Iteration 7F: 3 clusters Score -4553805 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
Score: -4557030.500000 Penalty: 1018.927734
	Iteration 8Q: 3 clusters Score -4557030 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -4558440.500000 Penalty: 1018.927734
	Iteration 9Q: 3 clusters Score -4558440 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -4558947.500000 Penalty: 1018.927734
	Iteration 10Q: 3 clusters Score -4558948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -4559139.000000 Penalty: 1018.927734
	Iteration 11Q: 3 clusters Score -4559139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -4559223.500000 Penalty: 1018.927734
	Iteration 12Q: 3 clusters Score -4559224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -4559275.500000 Penalty: 1018.927734
	Iteration 13Q: 3 clusters Score -4559276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -4559292.000000 Penalty: 1018.927734
	Iteration 14Q: 3 clusters Score -4559292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -4559301.500000 Penalty: 1018.927734
	Iteration 15Q: 3 clusters Score -4559302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -4559323.000000 Penalty: 1018.927734
	Iteration 16Q: 3 clusters Score -4559323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -4559339.500000 Penalty: 1018.927734
	Iteration 17Q: 3 clusters Score -4559340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -4559346.500000 Penalty: 1018.927734
	Iteration 18Q: 3 clusters Score -4559346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -4559349.500000 Penalty: 1018.927734
	Iteration 19Q: 3 clusters Score -4559350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -4559355.000000 Penalty: 1018.927734
	Iteration 20F: 3 clusters Score -4559355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -4559364.500000 Penalty: 1018.927734
	Iteration 21Q: 3 clusters Score -4559364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -4559368.500000 Penalty: 1018.927734
	Iteration 22Q: 3 clusters Score -4559368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -4559381.000000 Penalty: 1018.927734
	Iteration 23Q: 3 clusters Score -4559381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -4559388.500000 Penalty: 1018.927734
	Iteration 24Q: 3 clusters Score -4559388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -4559396.000000 Penalty: 1018.927734
	Iteration 25Q: 3 clusters Score -4559396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -4559401.000000 Penalty: 1018.927734
	Iteration 26Q: 3 clusters Score -4559401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -4559402.000000 Penalty: 1018.927734
	Iteration 27Q: 3 clusters Score -4559402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -4559405.500000 Penalty: 1018.927734
	Iteration 28Q: 3 clusters Score -4559406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -4559404.500000 Penalty: 1018.927734
	Iteration 29Q: 3 clusters Score -4559404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -4559405.500000 Penalty: 1018.927734
	Iteration 30Q: 3 clusters Score -4559406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -4559405.500000 Penalty: 1018.927734
	Iteration 31Q: 3 clusters Score -4559406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -4559406.500000 Penalty: 1018.927734
	Iteration 32Q: 3 clusters Score -4559406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -4559411.000000 Penalty: 1018.927734
	Iteration 33Q: 3 clusters Score -4559411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -4559409.000000 Penalty: 1018.927734
	Iteration 34Q: 3 clusters Score -4559409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -4559409.000000 Penalty: 1018.927734
	Iteration 35Q: 3 clusters Score -4559409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -4559409.000000 Penalty: 1018.927734
	Iteration 36F: 3 clusters Score -4559409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Entering Unmasked Estep 
Score: -5000746.500000 Penalty: 514.201355
	Iteration 0F: 2 clusters Score -5000746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4946233.000000 Penalty: 1028.402710
	Iteration 0F: 3 clusters Score -4946233 nChanged 39525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -4969781.000000 Penalty: 1028.402710
	Iteration 1F: 3 clusters Score -4969781 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -4970828.000000 Penalty: 1028.402710
	Iteration 2Q: 3 clusters Score -4970828 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4972488.500000 Penalty: 1028.402710
	Iteration 3Q: 3 clusters Score -4972488 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4975176.000000 Penalty: 1028.402710
	Iteration 4F: 3 clusters Score -4975176 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4979044.000000 Penalty: 1028.402710
	Iteration 5F: 3 clusters Score -4979044 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4983337.000000 Penalty: 1028.402710
	Iteration 6F: 3 clusters Score -4983337 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4986675.000000 Penalty: 1028.402710
	Iteration 7F: 3 clusters Score -4986675 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4988273.000000 Penalty: 1028.402710
	Iteration 8Q: 3 clusters Score -4988273 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4989014.500000 Penalty: 1028.402710
	Iteration 9Q: 3 clusters Score -4989014 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -4989461.500000 Penalty: 1028.402710
	Iteration 10Q: 3 clusters Score -4989462 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -4989886.500000 Penalty: 1028.402710
	Iteration 11Q: 3 clusters Score -4989886 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4990356.000000 Penalty: 1028.402710
	Iteration 12Q: 3 clusters Score -4990356 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4990801.500000 Penalty: 1028.402710
	Iteration 13Q: 3 clusters Score -4990802 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4991327.000000 Penalty: 1028.402710
	Iteration 14Q: 3 clusters Score -4991327 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4991910.000000 Penalty: 1028.402710
	Iteration 15Q: 3 clusters Score -4991910 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4992468.000000 Penalty: 1028.402710
	Iteration 16Q: 3 clusters Score -4992468 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4993068.500000 Penalty: 1028.402710
	Iteration 17Q: 3 clusters Score -4993068 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4993646.000000 Penalty: 1028.402710
	Iteration 18Q: 3 clusters Score -4993646 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4994218.500000 Penalty: 1028.402710
	Iteration 19Q: 3 clusters Score -4994218 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4994789.000000 Penalty: 1028.402710
	Iteration 20F: 3 clusters Score -4994789 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4995363.500000 Penalty: 1028.402710
	Iteration 21Q: 3 clusters Score -4995364 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4996037.000000 Penalty: 1028.402710
	Iteration 22Q: 3 clusters Score -4996037 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4996721.500000 Penalty: 1028.402710
	Iteration 23Q: 3 clusters Score -4996722 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -4997364.000000 Penalty: 1028.402710
	Iteration 24Q: 3 clusters Score -4997364 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4998011.000000 Penalty: 1028.402710
	Iteration 25Q: 3 clusters Score -4998011 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4998590.500000 Penalty: 1028.402710
	Iteration 26Q: 3 clusters Score -4998590 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4999148.000000 Penalty: 1028.402710
	Iteration 27Q: 3 clusters Score -4999148 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4999589.000000 Penalty: 1028.402710
	Iteration 28Q: 3 clusters Score -4999589 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4999939.000000 Penalty: 1028.402710
	Iteration 29Q: 3 clusters Score -4999939 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5000225.000000 Penalty: 1028.402710
	Iteration 30Q: 3 clusters Score -5000225 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5000385.000000 Penalty: 1028.402710
	Iteration 31Q: 3 clusters Score -5000385 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5000489.500000 Penalty: 1028.402710
	Iteration 32Q: 3 clusters Score -5000490 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5000536.500000 Penalty: 1028.402710
	Iteration 33Q: 3 clusters Score -5000536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5000557.000000 Penalty: 1028.402710
	Iteration 34Q: 3 clusters Score -5000557 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5000589.000000 Penalty: 1028.402710
	Iteration 35Q: 3 clusters Score -5000589 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5000601.500000 Penalty: 1028.402710
	Iteration 36Q: 3 clusters Score -5000602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5000609.500000 Penalty: 1028.402710
	Iteration 37Q: 3 clusters Score -5000610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5000637.500000 Penalty: 1028.402710
	Iteration 38Q: 3 clusters Score -5000638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5000656.000000 Penalty: 1028.402710
	Iteration 39Q: 3 clusters Score -5000656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5000660.500000 Penalty: 1028.402710
	Iteration 40F: 3 clusters Score -5000660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5000665.500000 Penalty: 1028.402710
	Iteration 41Q: 3 clusters Score -5000666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5000668.500000 Penalty: 1028.402710
	Iteration 42Q: 3 clusters Score -5000668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5000680.000000 Penalty: 1028.402710
	Iteration 43Q: 3 clusters Score -5000680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5000681.000000 Penalty: 1028.402710
	Iteration 44Q: 3 clusters Score -5000681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5000683.000000 Penalty: 1028.402710
	Iteration 45Q: 3 clusters Score -5000683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5000686.000000 Penalty: 1028.402710
	Iteration 46Q: 3 clusters Score -5000686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5000688.000000 Penalty: 1028.402710
	Iteration 47Q: 3 clusters Score -5000688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5000692.000000 Penalty: 1028.402710
	Iteration 48Q: 3 clusters Score -5000692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5000690.500000 Penalty: 1028.402710
	Iteration 49Q: 3 clusters Score -5000690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5000690.500000 Penalty: 1028.402710
	Iteration 50Q: 3 clusters Score -5000690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5000697.500000 Penalty: 1028.402710
	Iteration 51Q: 3 clusters Score -5000698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5000705.500000 Penalty: 1028.402710
	Iteration 52Q: 3 clusters Score -5000706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5000706.500000 Penalty: 1028.402710
	Iteration 53Q: 3 clusters Score -5000706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5000705.500000 Penalty: 1028.402710
	Iteration 54Q: 3 clusters Score -5000706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5000710.000000 Penalty: 1028.402710
	Iteration 55Q: 3 clusters Score -5000710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5000713.000000 Penalty: 1028.402710
	Iteration 56Q: 3 clusters Score -5000713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5000714.000000 Penalty: 1028.402710
	Iteration 57Q: 3 clusters Score -5000714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5000715.500000 Penalty: 1028.402710
	Iteration 58Q: 3 clusters Score -5000716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5000718.500000 Penalty: 1028.402710
	Iteration 59Q: 3 clusters Score -5000718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5000715.000000 Penalty: 1028.402710
	Iteration 60F: 3 clusters Score -5000715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5000714.500000 Penalty: 1028.402710
	Iteration 61Q: 3 clusters Score -5000714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5000717.500000 Penalty: 1028.402710
	Iteration 62Q: 3 clusters Score -5000718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5000714.500000 Penalty: 1028.402710
	Iteration 63Q: 3 clusters Score -5000714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5000713.000000 Penalty: 1028.402710
	Iteration 64Q: 3 clusters Score -5000713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5000714.500000 Penalty: 1028.402710
	Iteration 65Q: 3 clusters Score -5000714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5000715.500000 Penalty: 1028.402710
	Iteration 66Q: 3 clusters Score -5000716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5000714.500000 Penalty: 1028.402710
	Iteration 67Q: 3 clusters Score -5000714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5000717.500000 Penalty: 1028.402710
	Iteration 68Q: 3 clusters Score -5000718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5000717.000000 Penalty: 1028.402710
	Iteration 69Q: 3 clusters Score -5000717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80329 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5000721.500000 Penalty: 1028.402710
	Iteration 70Q: 3 clusters Score -5000722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5000724.000000 Penalty: 1028.402710
	Iteration 71Q: 3 clusters Score -5000724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5000723.500000 Penalty: 1028.402710
	Iteration 72Q: 3 clusters Score -5000724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5000726.000000 Penalty: 1028.402710
	Iteration 73Q: 3 clusters Score -5000726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5000726.000000 Penalty: 1028.402710
	Iteration 74F: 3 clusters Score -5000726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Entering Unmasked Estep 
Score: -1067807.500000 Penalty: 443.693298
	Iteration 0F: 2 clusters Score -1067808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1056331.125000 Penalty: 887.386597
	Iteration 0F: 3 clusters Score -1056331 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1061647.750000 Penalty: 887.386597
	Iteration 1F: 3 clusters Score -1061648 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1062294.000000 Penalty: 887.386597
	Iteration 2F: 3 clusters Score -1062294 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1063143.375000 Penalty: 887.386597
	Iteration 3F: 3 clusters Score -1063143 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1064106.500000 Penalty: 887.386597
	Iteration 4F: 3 clusters Score -1064106 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1064968.875000 Penalty: 887.386597
	Iteration 5F: 3 clusters Score -1064969 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1065438.000000 Penalty: 887.386597
	Iteration 6F: 3 clusters Score -1065438 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1065593.250000 Penalty: 887.386597
	Iteration 7Q: 3 clusters Score -1065593 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1065680.875000 Penalty: 887.386597
	Iteration 8Q: 3 clusters Score -1065681 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1065731.500000 Penalty: 887.386597
	Iteration 9Q: 3 clusters Score -1065732 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1065776.750000 Penalty: 887.386597
	Iteration 10Q: 3 clusters Score -1065777 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1065815.500000 Penalty: 887.386597
	Iteration 11Q: 3 clusters Score -1065816 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1065855.625000 Penalty: 887.386597
	Iteration 12Q: 3 clusters Score -1065856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1065899.875000 Penalty: 887.386597
	Iteration 13Q: 3 clusters Score -1065900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1065939.000000 Penalty: 887.386597
	Iteration 14Q: 3 clusters Score -1065939 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1065961.375000 Penalty: 887.386597
	Iteration 15Q: 3 clusters Score -1065961 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1065982.375000 Penalty: 887.386597
	Iteration 16Q: 3 clusters Score -1065982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1066000.250000 Penalty: 887.386597
	Iteration 17Q: 3 clusters Score -1066000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1066025.625000 Penalty: 887.386597
	Iteration 18Q: 3 clusters Score -1066026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1066054.125000 Penalty: 887.386597
	Iteration 19Q: 3 clusters Score -1066054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1066085.875000 Penalty: 887.386597
	Iteration 20F: 3 clusters Score -1066086 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1066131.625000 Penalty: 887.386597
	Iteration 21Q: 3 clusters Score -1066132 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1066180.375000 Penalty: 887.386597
	Iteration 22Q: 3 clusters Score -1066180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1066220.750000 Penalty: 887.386597
	Iteration 23Q: 3 clusters Score -1066221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1066254.250000 Penalty: 887.386597
	Iteration 24Q: 3 clusters Score -1066254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1066292.250000 Penalty: 887.386597
	Iteration 25Q: 3 clusters Score -1066292 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1066339.750000 Penalty: 887.386597
	Iteration 26Q: 3 clusters Score -1066340 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1066398.875000 Penalty: 887.386597
	Iteration 27Q: 3 clusters Score -1066399 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1066454.875000 Penalty: 887.386597
	Iteration 28Q: 3 clusters Score -1066455 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1066510.250000 Penalty: 887.386597
	Iteration 29Q: 3 clusters Score -1066510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1066582.375000 Penalty: 887.386597
	Iteration 30Q: 3 clusters Score -1066582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1066655.250000 Penalty: 887.386597
	Iteration 31Q: 3 clusters Score -1066655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1066735.000000 Penalty: 887.386597
	Iteration 32Q: 3 clusters Score -1066735 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1066809.500000 Penalty: 887.386597
	Iteration 33Q: 3 clusters Score -1066810 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1066877.375000 Penalty: 887.386597
	Iteration 34Q: 3 clusters Score -1066877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1066934.875000 Penalty: 887.386597
	Iteration 35Q: 3 clusters Score -1066935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1066995.125000 Penalty: 887.386597
	Iteration 36Q: 3 clusters Score -1066995 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1067040.750000 Penalty: 887.386597
	Iteration 37Q: 3 clusters Score -1067041 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1067089.750000 Penalty: 887.386597
	Iteration 38Q: 3 clusters Score -1067090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1067132.750000 Penalty: 887.386597
	Iteration 39Q: 3 clusters Score -1067133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1067180.625000 Penalty: 887.386597
	Iteration 40F: 3 clusters Score -1067181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1067220.625000 Penalty: 887.386597
	Iteration 41Q: 3 clusters Score -1067221 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1067258.000000 Penalty: 887.386597
	Iteration 42Q: 3 clusters Score -1067258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1067289.125000 Penalty: 887.386597
	Iteration 43Q: 3 clusters Score -1067289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1067315.125000 Penalty: 887.386597
	Iteration 44Q: 3 clusters Score -1067315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1067338.000000 Penalty: 887.386597
	Iteration 45Q: 3 clusters Score -1067338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1067364.750000 Penalty: 887.386597
	Iteration 46Q: 3 clusters Score -1067365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1067379.750000 Penalty: 887.386597
	Iteration 47Q: 3 clusters Score -1067380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1067383.500000 Penalty: 887.386597
	Iteration 48Q: 3 clusters Score -1067384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1067386.000000 Penalty: 887.386597
	Iteration 49Q: 3 clusters Score -1067386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1067391.250000 Penalty: 887.386597
	Iteration 50Q: 3 clusters Score -1067391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1067393.500000 Penalty: 887.386597
	Iteration 51Q: 3 clusters Score -1067394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1067397.875000 Penalty: 887.386597
	Iteration 52Q: 3 clusters Score -1067398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1067402.500000 Penalty: 887.386597
	Iteration 53Q: 3 clusters Score -1067402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1067407.750000 Penalty: 887.386597
	Iteration 54Q: 3 clusters Score -1067408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1067414.125000 Penalty: 887.386597
	Iteration 55Q: 3 clusters Score -1067414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1067418.500000 Penalty: 887.386597
	Iteration 56Q: 3 clusters Score -1067418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1067420.000000 Penalty: 887.386597
	Iteration 57Q: 3 clusters Score -1067420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1067422.000000 Penalty: 887.386597
	Iteration 58Q: 3 clusters Score -1067422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1067423.125000 Penalty: 887.386597
	Iteration 59Q: 3 clusters Score -1067423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1067425.125000 Penalty: 887.386597
	Iteration 60F: 3 clusters Score -1067425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1067424.625000 Penalty: 887.386597
	Iteration 61Q: 3 clusters Score -1067425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1067425.375000 Penalty: 887.386597
	Iteration 62Q: 3 clusters Score -1067425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1067429.250000 Penalty: 887.386597
	Iteration 63Q: 3 clusters Score -1067429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1067434.625000 Penalty: 887.386597
	Iteration 64Q: 3 clusters Score -1067435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1067438.250000 Penalty: 887.386597
	Iteration 65Q: 3 clusters Score -1067438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1067442.500000 Penalty: 887.386597
	Iteration 66Q: 3 clusters Score -1067442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1067446.500000 Penalty: 887.386597
	Iteration 67Q: 3 clusters Score -1067446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1067447.625000 Penalty: 887.386597
	Iteration 68Q: 3 clusters Score -1067448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1067450.125000 Penalty: 887.386597
	Iteration 69Q: 3 clusters Score -1067450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1067451.000000 Penalty: 887.386597
	Iteration 70Q: 3 clusters Score -1067451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1067451.500000 Penalty: 887.386597
	Iteration 71Q: 3 clusters Score -1067452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1067451.875000 Penalty: 887.386597
	Iteration 72Q: 3 clusters Score -1067452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1067454.625000 Penalty: 887.386597
	Iteration 73Q: 3 clusters Score -1067455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1067453.000000 Penalty: 887.386597
	Iteration 74Q: 3 clusters Score -1067453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1067453.000000 Penalty: 887.386597
	Iteration 75Q: 3 clusters Score -1067453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1067453.000000 Penalty: 887.386597
	Iteration 76F: 3 clusters Score -1067453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -18433.023438 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -18433.02 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 183 members 
Entering Unmasked Estep 
Score: -18066.650391 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -18066.65 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18256.751953 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -18256.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18389.646484 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -18389.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18588.384766 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -18588.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18846.001953 Penalty: 534.106018
	Iteration 4F: 3 clusters Score -18846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19183.775391 Penalty: 534.106018
	Iteration 5F: 3 clusters Score -19183.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19327.289062 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -19327.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19369.246094 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -19369.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19369.519531 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -19369.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19373.628906 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -19373.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19373.837891 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -19373.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19373.837891 Penalty: 534.106018
	Iteration 11F: 3 clusters Score -19373.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 79691 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Entering Unmasked Estep 
Score: -53288176.000000 Penalty: 34304.355469
Splitting cluster 11 changes total score from -53287492.000000 to -53288176.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -13479.241211 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -13479.24 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 100 members 
Entering Unmasked Estep 
Score: -13206.665039 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -13206.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13339.474609 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -13339.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13392.793945 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -13392.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13400.499023 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -13400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13413.500977 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -13413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13413.500977 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -13413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (94374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Entering Unmasked Estep 
Score: -5878675.500000 Penalty: 521.203430
	Iteration 0F: 2 clusters Score -5878676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5817065.000000 Penalty: 1042.406860
	Iteration 0F: 3 clusters Score -5817065 nChanged 46126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -5845424.000000 Penalty: 1042.406860
	Iteration 1F: 3 clusters Score -5845424 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5846815.500000 Penalty: 1042.406860
	Iteration 2Q: 3 clusters Score -5846816 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5848933.500000 Penalty: 1042.406860
	Iteration 3Q: 3 clusters Score -5848934 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5852340.500000 Penalty: 1042.406860
	Iteration 4F: 3 clusters Score -5852340 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5856903.500000 Penalty: 1042.406860
	Iteration 5F: 3 clusters Score -5856904 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -5861709.000000 Penalty: 1042.406860
	Iteration 6F: 3 clusters Score -5861709 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5865020.000000 Penalty: 1042.406860
	Iteration 7F: 3 clusters Score -5865020 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -5866676.000000 Penalty: 1042.406860
	Iteration 8Q: 3 clusters Score -5866676 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5867561.500000 Penalty: 1042.406860
	Iteration 9Q: 3 clusters Score -5867562 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -5868393.500000 Penalty: 1042.406860
	Iteration 10Q: 3 clusters Score -5868394 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5869216.000000 Penalty: 1042.406860
	Iteration 11Q: 3 clusters Score -5869216 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -5870107.500000 Penalty: 1042.406860
	Iteration 12Q: 3 clusters Score -5870108 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5871082.500000 Penalty: 1042.406860
	Iteration 13Q: 3 clusters Score -5871082 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5872131.000000 Penalty: 1042.406860
	Iteration 14Q: 3 clusters Score -5872131 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5873217.500000 Penalty: 1042.406860
	Iteration 15Q: 3 clusters Score -5873218 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -5874308.000000 Penalty: 1042.406860
	Iteration 16Q: 3 clusters Score -5874308 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -5875293.000000 Penalty: 1042.406860
	Iteration 17Q: 3 clusters Score -5875293 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -5875984.000000 Penalty: 1042.406860
	Iteration 18Q: 3 clusters Score -5875984 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5876464.500000 Penalty: 1042.406860
	Iteration 19Q: 3 clusters Score -5876464 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -5876876.500000 Penalty: 1042.406860
	Iteration 20F: 3 clusters Score -5876876 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5877216.500000 Penalty: 1042.406860
	Iteration 21Q: 3 clusters Score -5877216 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5877421.500000 Penalty: 1042.406860
	Iteration 22Q: 3 clusters Score -5877422 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5877650.000000 Penalty: 1042.406860
	Iteration 23Q: 3 clusters Score -5877650 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5877827.500000 Penalty: 1042.406860
	Iteration 24Q: 3 clusters Score -5877828 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5877906.500000 Penalty: 1042.406860
	Iteration 25Q: 3 clusters Score -5877906 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5877941.500000 Penalty: 1042.406860
	Iteration 26Q: 3 clusters Score -5877942 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5877989.500000 Penalty: 1042.406860
	Iteration 27Q: 3 clusters Score -5877990 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5878035.500000 Penalty: 1042.406860
	Iteration 28Q: 3 clusters Score -5878036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5878063.500000 Penalty: 1042.406860
	Iteration 29Q: 3 clusters Score -5878064 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5878113.500000 Penalty: 1042.406860
	Iteration 30Q: 3 clusters Score -5878114 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5878137.000000 Penalty: 1042.406860
	Iteration 31Q: 3 clusters Score -5878137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5878178.500000 Penalty: 1042.406860
	Iteration 32Q: 3 clusters Score -5878178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5878204.000000 Penalty: 1042.406860
	Iteration 33Q: 3 clusters Score -5878204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5878202.000000 Penalty: 1042.406860
	Iteration 34Q: 3 clusters Score -5878202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5878223.500000 Penalty: 1042.406860
	Iteration 35Q: 3 clusters Score -5878224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5878237.500000 Penalty: 1042.406860
	Iteration 36Q: 3 clusters Score -5878238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5878242.000000 Penalty: 1042.406860
	Iteration 37Q: 3 clusters Score -5878242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5878259.000000 Penalty: 1042.406860
	Iteration 38Q: 3 clusters Score -5878259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5878273.000000 Penalty: 1042.406860
	Iteration 39Q: 3 clusters Score -5878273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5878274.000000 Penalty: 1042.406860
	Iteration 40F: 3 clusters Score -5878274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5878261.000000 Penalty: 1042.406860
	Iteration 41Q: 3 clusters Score -5878261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5878264.000000 Penalty: 1042.406860
	Iteration 42Q: 3 clusters Score -5878264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5878264.500000 Penalty: 1042.406860
	Iteration 43Q: 3 clusters Score -5878264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5878262.500000 Penalty: 1042.406860
	Iteration 44Q: 3 clusters Score -5878262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5878261.000000 Penalty: 1042.406860
	Iteration 45Q: 3 clusters Score -5878261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5878270.000000 Penalty: 1042.406860
	Iteration 46Q: 3 clusters Score -5878270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93872 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5878284.500000 Penalty: 1042.406860
	Iteration 47Q: 3 clusters Score -5878284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5878288.000000 Penalty: 1042.406860
	Iteration 48Q: 3 clusters Score -5878288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5878293.000000 Penalty: 1042.406860
	Iteration 49Q: 3 clusters Score -5878293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5878296.000000 Penalty: 1042.406860
	Iteration 50Q: 3 clusters Score -5878296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5878303.000000 Penalty: 1042.406860
	Iteration 51Q: 3 clusters Score -5878303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5878302.500000 Penalty: 1042.406860
	Iteration 52Q: 3 clusters Score -5878302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5878306.500000 Penalty: 1042.406860
	Iteration 53Q: 3 clusters Score -5878306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5878315.000000 Penalty: 1042.406860
	Iteration 54Q: 3 clusters Score -5878315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5878328.500000 Penalty: 1042.406860
	Iteration 55Q: 3 clusters Score -5878328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5878326.000000 Penalty: 1042.406860
	Iteration 56Q: 3 clusters Score -5878326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5878329.500000 Penalty: 1042.406860
	Iteration 57Q: 3 clusters Score -5878330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5878334.500000 Penalty: 1042.406860
	Iteration 58Q: 3 clusters Score -5878334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5878340.500000 Penalty: 1042.406860
	Iteration 59Q: 3 clusters Score -5878340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5878337.000000 Penalty: 1042.406860
	Iteration 60F: 3 clusters Score -5878337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94007 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5878339.500000 Penalty: 1042.406860
	Iteration 61Q: 3 clusters Score -5878340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5878341.000000 Penalty: 1042.406860
	Iteration 62Q: 3 clusters Score -5878341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5878349.000000 Penalty: 1042.406860
	Iteration 63Q: 3 clusters Score -5878349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5878350.000000 Penalty: 1042.406860
	Iteration 64Q: 3 clusters Score -5878350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5878355.000000 Penalty: 1042.406860
	Iteration 65Q: 3 clusters Score -5878355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5878355.000000 Penalty: 1042.406860
	Iteration 66Q: 3 clusters Score -5878355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5878351.000000 Penalty: 1042.406860
	Iteration 67Q: 3 clusters Score -5878351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5878350.500000 Penalty: 1042.406860
	Iteration 68Q: 3 clusters Score -5878350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5878356.500000 Penalty: 1042.406860
	Iteration 69Q: 3 clusters Score -5878356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5878353.000000 Penalty: 1042.406860
	Iteration 70Q: 3 clusters Score -5878353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5878353.000000 Penalty: 1042.406860
	Iteration 71F: 3 clusters Score -5878353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Entering Unmasked Estep 
Score: -4906784.000000 Penalty: 513.508972
	Iteration 0F: 2 clusters Score -4906784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4852904.500000 Penalty: 1027.017944
	Iteration 0F: 3 clusters Score -4852904 nChanged 38881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4877824.000000 Penalty: 1027.017944
	Iteration 1F: 3 clusters Score -4877824 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -4880130.000000 Penalty: 1027.017944
	Iteration 2F: 3 clusters Score -4880130 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4883926.000000 Penalty: 1027.017944
	Iteration 3F: 3 clusters Score -4883926 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4889005.500000 Penalty: 1027.017944
	Iteration 4F: 3 clusters Score -4889006 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -4893093.000000 Penalty: 1027.017944
	Iteration 5F: 3 clusters Score -4893093 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -4894774.500000 Penalty: 1027.017944
	Iteration 6F: 3 clusters Score -4894774 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -4895540.000000 Penalty: 1027.017944
	Iteration 7Q: 3 clusters Score -4895540 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -4896149.000000 Penalty: 1027.017944
	Iteration 8Q: 3 clusters Score -4896149 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -4896769.000000 Penalty: 1027.017944
	Iteration 9Q: 3 clusters Score -4896769 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -4897427.500000 Penalty: 1027.017944
	Iteration 10Q: 3 clusters Score -4897428 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -4898196.000000 Penalty: 1027.017944
	Iteration 11Q: 3 clusters Score -4898196 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -4898968.500000 Penalty: 1027.017944
	Iteration 12Q: 3 clusters Score -4898968 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -4899729.500000 Penalty: 1027.017944
	Iteration 13Q: 3 clusters Score -4899730 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -4900557.000000 Penalty: 1027.017944
	Iteration 14Q: 3 clusters Score -4900557 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -4901455.500000 Penalty: 1027.017944
	Iteration 15Q: 3 clusters Score -4901456 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -4902321.500000 Penalty: 1027.017944
	Iteration 16Q: 3 clusters Score -4902322 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -4903031.500000 Penalty: 1027.017944
	Iteration 17Q: 3 clusters Score -4903032 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -4903600.000000 Penalty: 1027.017944
	Iteration 18Q: 3 clusters Score -4903600 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -4904012.000000 Penalty: 1027.017944
	Iteration 19Q: 3 clusters Score -4904012 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -4904395.500000 Penalty: 1027.017944
	Iteration 20F: 3 clusters Score -4904396 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -4904668.000000 Penalty: 1027.017944
	Iteration 21Q: 3 clusters Score -4904668 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -4904886.000000 Penalty: 1027.017944
	Iteration 22Q: 3 clusters Score -4904886 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -4905086.500000 Penalty: 1027.017944
	Iteration 23Q: 3 clusters Score -4905086 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -4905258.500000 Penalty: 1027.017944
	Iteration 24Q: 3 clusters Score -4905258 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -4905398.000000 Penalty: 1027.017944
	Iteration 25Q: 3 clusters Score -4905398 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -4905527.500000 Penalty: 1027.017944
	Iteration 26Q: 3 clusters Score -4905528 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -4905625.500000 Penalty: 1027.017944
	Iteration 27Q: 3 clusters Score -4905626 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -4905717.500000 Penalty: 1027.017944
	Iteration 28Q: 3 clusters Score -4905718 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -4905814.500000 Penalty: 1027.017944
	Iteration 29Q: 3 clusters Score -4905814 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -4905920.000000 Penalty: 1027.017944
	Iteration 30Q: 3 clusters Score -4905920 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -4906006.000000 Penalty: 1027.017944
	Iteration 31Q: 3 clusters Score -4906006 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -4906062.500000 Penalty: 1027.017944
	Iteration 32Q: 3 clusters Score -4906062 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -4906176.500000 Penalty: 1027.017944
	Iteration 33Q: 3 clusters Score -4906176 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -4906254.000000 Penalty: 1027.017944
	Iteration 34Q: 3 clusters Score -4906254 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -4906338.500000 Penalty: 1027.017944
	Iteration 35Q: 3 clusters Score -4906338 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -4906394.500000 Penalty: 1027.017944
	Iteration 36Q: 3 clusters Score -4906394 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -4906469.500000 Penalty: 1027.017944
	Iteration 37Q: 3 clusters Score -4906470 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -4906534.000000 Penalty: 1027.017944
	Iteration 38Q: 3 clusters Score -4906534 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -4906566.500000 Penalty: 1027.017944
	Iteration 39Q: 3 clusters Score -4906566 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -4906608.000000 Penalty: 1027.017944
	Iteration 40F: 3 clusters Score -4906608 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -4906685.000000 Penalty: 1027.017944
	Iteration 41Q: 3 clusters Score -4906685 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -4906755.500000 Penalty: 1027.017944
	Iteration 42Q: 3 clusters Score -4906756 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -4906793.000000 Penalty: 1027.017944
	Iteration 43Q: 3 clusters Score -4906793 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -4906851.500000 Penalty: 1027.017944
	Iteration 44Q: 3 clusters Score -4906852 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -4906891.500000 Penalty: 1027.017944
	Iteration 45Q: 3 clusters Score -4906892 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -4906962.000000 Penalty: 1027.017944
	Iteration 46Q: 3 clusters Score -4906962 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -4906997.500000 Penalty: 1027.017944
	Iteration 47Q: 3 clusters Score -4906998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -4907057.000000 Penalty: 1027.017944
	Iteration 48Q: 3 clusters Score -4907057 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -4907125.500000 Penalty: 1027.017944
	Iteration 49Q: 3 clusters Score -4907126 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -4907170.000000 Penalty: 1027.017944
	Iteration 50Q: 3 clusters Score -4907170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -4907212.500000 Penalty: 1027.017944
	Iteration 51Q: 3 clusters Score -4907212 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -4907247.500000 Penalty: 1027.017944
	Iteration 52Q: 3 clusters Score -4907248 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -4907290.500000 Penalty: 1027.017944
	Iteration 53Q: 3 clusters Score -4907290 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -4907312.000000 Penalty: 1027.017944
	Iteration 54Q: 3 clusters Score -4907312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -4907343.000000 Penalty: 1027.017944
	Iteration 55Q: 3 clusters Score -4907343 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -4907375.500000 Penalty: 1027.017944
	Iteration 56Q: 3 clusters Score -4907376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -4907386.500000 Penalty: 1027.017944
	Iteration 57Q: 3 clusters Score -4907386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -4907408.500000 Penalty: 1027.017944
	Iteration 58Q: 3 clusters Score -4907408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -4907421.000000 Penalty: 1027.017944
	Iteration 59Q: 3 clusters Score -4907421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -4907440.000000 Penalty: 1027.017944
	Iteration 60F: 3 clusters Score -4907440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -4907442.500000 Penalty: 1027.017944
	Iteration 61Q: 3 clusters Score -4907442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -4907469.000000 Penalty: 1027.017944
	Iteration 62Q: 3 clusters Score -4907469 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -4907489.500000 Penalty: 1027.017944
	Iteration 63Q: 3 clusters Score -4907490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -4907499.000000 Penalty: 1027.017944
	Iteration 64Q: 3 clusters Score -4907499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -4907496.500000 Penalty: 1027.017944
	Iteration 65Q: 3 clusters Score -4907496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -4907500.500000 Penalty: 1027.017944
	Iteration 66Q: 3 clusters Score -4907500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -4907495.500000 Penalty: 1027.017944
	Iteration 67Q: 3 clusters Score -4907496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -4907499.000000 Penalty: 1027.017944
	Iteration 68Q: 3 clusters Score -4907499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -4907497.000000 Penalty: 1027.017944
	Iteration 69Q: 3 clusters Score -4907497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -4907501.000000 Penalty: 1027.017944
	Iteration 70Q: 3 clusters Score -4907501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -4907504.000000 Penalty: 1027.017944
	Iteration 71Q: 3 clusters Score -4907504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -4907513.000000 Penalty: 1027.017944
	Iteration 72Q: 3 clusters Score -4907513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -4907506.000000 Penalty: 1027.017944
	Iteration 73Q: 3 clusters Score -4907506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -4907515.000000 Penalty: 1027.017944
	Iteration 74Q: 3 clusters Score -4907515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -4907522.500000 Penalty: 1027.017944
	Iteration 75Q: 3 clusters Score -4907522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -4907522.000000 Penalty: 1027.017944
	Iteration 76Q: 3 clusters Score -4907522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -4907531.000000 Penalty: 1027.017944
	Iteration 77Q: 3 clusters Score -4907531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -4907543.500000 Penalty: 1027.017944
	Iteration 78Q: 3 clusters Score -4907544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -4907556.000000 Penalty: 1027.017944
	Iteration 79Q: 3 clusters Score -4907556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -4907564.500000 Penalty: 1027.017944
	Iteration 80F: 3 clusters Score -4907564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -4907563.500000 Penalty: 1027.017944
	Iteration 81Q: 3 clusters Score -4907564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -4907575.000000 Penalty: 1027.017944
	Iteration 82Q: 3 clusters Score -4907575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -4907573.500000 Penalty: 1027.017944
	Iteration 83Q: 3 clusters Score -4907574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4907575.500000 Penalty: 1027.017944
	Iteration 84Q: 3 clusters Score -4907576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 75106 members 
Entering Unmasked Estep 
Score: -4907583.500000 Penalty: 1027.017944
	Iteration 85Q: 3 clusters Score -4907584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -4907587.500000 Penalty: 1027.017944
	Iteration 86Q: 3 clusters Score -4907588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -4907594.000000 Penalty: 1027.017944
	Iteration 87Q: 3 clusters Score -4907594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -4907591.000000 Penalty: 1027.017944
	Iteration 88Q: 3 clusters Score -4907591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -4907600.500000 Penalty: 1027.017944
	Iteration 89Q: 3 clusters Score -4907600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -4907604.000000 Penalty: 1027.017944
	Iteration 90Q: 3 clusters Score -4907604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -4907602.000000 Penalty: 1027.017944
	Iteration 91Q: 3 clusters Score -4907602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -4907613.000000 Penalty: 1027.017944
	Iteration 92Q: 3 clusters Score -4907613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -4907623.000000 Penalty: 1027.017944
	Iteration 93Q: 3 clusters Score -4907623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -4907616.500000 Penalty: 1027.017944
	Iteration 94Q: 3 clusters Score -4907616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -4907620.500000 Penalty: 1027.017944
	Iteration 95Q: 3 clusters Score -4907620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -4907619.500000 Penalty: 1027.017944
	Iteration 96Q: 3 clusters Score -4907620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -4907618.000000 Penalty: 1027.017944
	Iteration 97Q: 3 clusters Score -4907618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -4907616.000000 Penalty: 1027.017944
	Iteration 98Q: 3 clusters Score -4907616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -4907617.000000 Penalty: 1027.017944
	Iteration 99Q: 3 clusters Score -4907617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -4907616.000000 Penalty: 1027.017944
	Iteration 100F: 3 clusters Score -4907616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Entering Unmasked Estep 
Score: -53288804.000000 Penalty: 34928.070312
Splitting cluster 14 changes total score from -53287492.000000 to -53288804.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 15 (79353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Entering Unmasked Estep 
Score: -4888125.000000 Penalty: 513.315613
	Iteration 0F: 2 clusters Score -4888125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4834423.000000 Penalty: 1026.631226
	Iteration 0F: 3 clusters Score -4834423 nChanged 38798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4858251.500000 Penalty: 1026.631226
	Iteration 1F: 3 clusters Score -4858252 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4859958.500000 Penalty: 1026.631226
	Iteration 2F: 3 clusters Score -4859958 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4862594.500000 Penalty: 1026.631226
	Iteration 3F: 3 clusters Score -4862594 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4866319.500000 Penalty: 1026.631226
	Iteration 4F: 3 clusters Score -4866320 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4871544.000000 Penalty: 1026.631226
	Iteration 5F: 3 clusters Score -4871544 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4877275.500000 Penalty: 1026.631226
	Iteration 6F: 3 clusters Score -4877276 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4881350.500000 Penalty: 1026.631226
	Iteration 7F: 3 clusters Score -4881350 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4882854.500000 Penalty: 1026.631226
	Iteration 8Q: 3 clusters Score -4882854 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4883411.500000 Penalty: 1026.631226
	Iteration 9Q: 3 clusters Score -4883412 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4883762.500000 Penalty: 1026.631226
	Iteration 10Q: 3 clusters Score -4883762 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4884028.000000 Penalty: 1026.631226
	Iteration 11Q: 3 clusters Score -4884028 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4884246.500000 Penalty: 1026.631226
	Iteration 12Q: 3 clusters Score -4884246 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4884420.500000 Penalty: 1026.631226
	Iteration 13Q: 3 clusters Score -4884420 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4884566.500000 Penalty: 1026.631226
	Iteration 14Q: 3 clusters Score -4884566 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4884686.000000 Penalty: 1026.631226
	Iteration 15Q: 3 clusters Score -4884686 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4884822.000000 Penalty: 1026.631226
	Iteration 16Q: 3 clusters Score -4884822 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4884963.000000 Penalty: 1026.631226
	Iteration 17Q: 3 clusters Score -4884963 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4885117.000000 Penalty: 1026.631226
	Iteration 18Q: 3 clusters Score -4885117 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4885254.000000 Penalty: 1026.631226
	Iteration 19Q: 3 clusters Score -4885254 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4885399.000000 Penalty: 1026.631226
	Iteration 20F: 3 clusters Score -4885399 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4885557.000000 Penalty: 1026.631226
	Iteration 21Q: 3 clusters Score -4885557 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4885728.000000 Penalty: 1026.631226
	Iteration 22Q: 3 clusters Score -4885728 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4885906.500000 Penalty: 1026.631226
	Iteration 23Q: 3 clusters Score -4885906 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4886065.500000 Penalty: 1026.631226
	Iteration 24Q: 3 clusters Score -4886066 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4886208.500000 Penalty: 1026.631226
	Iteration 25Q: 3 clusters Score -4886208 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4886372.500000 Penalty: 1026.631226
	Iteration 26Q: 3 clusters Score -4886372 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4886499.000000 Penalty: 1026.631226
	Iteration 27Q: 3 clusters Score -4886499 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4886632.000000 Penalty: 1026.631226
	Iteration 28Q: 3 clusters Score -4886632 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4886701.500000 Penalty: 1026.631226
	Iteration 29Q: 3 clusters Score -4886702 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -4886837.000000 Penalty: 1026.631226
	Iteration 30Q: 3 clusters Score -4886837 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4886961.500000 Penalty: 1026.631226
	Iteration 31Q: 3 clusters Score -4886962 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4887112.500000 Penalty: 1026.631226
	Iteration 32Q: 3 clusters Score -4887112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4887231.500000 Penalty: 1026.631226
	Iteration 33Q: 3 clusters Score -4887232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4887310.500000 Penalty: 1026.631226
	Iteration 34Q: 3 clusters Score -4887310 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4887405.000000 Penalty: 1026.631226
	Iteration 35Q: 3 clusters Score -4887405 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4887448.000000 Penalty: 1026.631226
	Iteration 36Q: 3 clusters Score -4887448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4887501.000000 Penalty: 1026.631226
	Iteration 37Q: 3 clusters Score -4887501 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4887534.500000 Penalty: 1026.631226
	Iteration 38Q: 3 clusters Score -4887534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4887616.000000 Penalty: 1026.631226
	Iteration 39Q: 3 clusters Score -4887616 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4887668.500000 Penalty: 1026.631226
	Iteration 40F: 3 clusters Score -4887668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4887702.000000 Penalty: 1026.631226
	Iteration 41Q: 3 clusters Score -4887702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4887756.000000 Penalty: 1026.631226
	Iteration 42Q: 3 clusters Score -4887756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4887804.000000 Penalty: 1026.631226
	Iteration 43Q: 3 clusters Score -4887804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4887855.000000 Penalty: 1026.631226
	Iteration 44Q: 3 clusters Score -4887855 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4887867.500000 Penalty: 1026.631226
	Iteration 45Q: 3 clusters Score -4887868 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4887881.500000 Penalty: 1026.631226
	Iteration 46Q: 3 clusters Score -4887882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4887909.000000 Penalty: 1026.631226
	Iteration 47Q: 3 clusters Score -4887909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4887922.000000 Penalty: 1026.631226
	Iteration 48Q: 3 clusters Score -4887922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4887929.500000 Penalty: 1026.631226
	Iteration 49Q: 3 clusters Score -4887930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4887937.500000 Penalty: 1026.631226
	Iteration 50Q: 3 clusters Score -4887938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4887939.500000 Penalty: 1026.631226
	Iteration 51Q: 3 clusters Score -4887940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4887943.500000 Penalty: 1026.631226
	Iteration 52Q: 3 clusters Score -4887944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4887956.000000 Penalty: 1026.631226
	Iteration 53Q: 3 clusters Score -4887956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4887965.500000 Penalty: 1026.631226
	Iteration 54Q: 3 clusters Score -4887966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4887969.000000 Penalty: 1026.631226
	Iteration 55Q: 3 clusters Score -4887969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4887982.000000 Penalty: 1026.631226
	Iteration 56Q: 3 clusters Score -4887982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4887983.500000 Penalty: 1026.631226
	Iteration 57Q: 3 clusters Score -4887984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4887982.000000 Penalty: 1026.631226
	Iteration 58Q: 3 clusters Score -4887982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4887986.500000 Penalty: 1026.631226
	Iteration 59Q: 3 clusters Score -4887986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4887983.000000 Penalty: 1026.631226
	Iteration 60F: 3 clusters Score -4887983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4887981.000000 Penalty: 1026.631226
	Iteration 61Q: 3 clusters Score -4887981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4887984.000000 Penalty: 1026.631226
	Iteration 62Q: 3 clusters Score -4887984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4887986.000000 Penalty: 1026.631226
	Iteration 63Q: 3 clusters Score -4887986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4887982.000000 Penalty: 1026.631226
	Iteration 64Q: 3 clusters Score -4887982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4887985.000000 Penalty: 1026.631226
	Iteration 65Q: 3 clusters Score -4887985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4887987.000000 Penalty: 1026.631226
	Iteration 66Q: 3 clusters Score -4887987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4887992.500000 Penalty: 1026.631226
	Iteration 67Q: 3 clusters Score -4887992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4887997.000000 Penalty: 1026.631226
	Iteration 68Q: 3 clusters Score -4887997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4888002.000000 Penalty: 1026.631226
	Iteration 69Q: 3 clusters Score -4888002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4888004.500000 Penalty: 1026.631226
	Iteration 70Q: 3 clusters Score -4888004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4888005.500000 Penalty: 1026.631226
	Iteration 71Q: 3 clusters Score -4888006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4888008.000000 Penalty: 1026.631226
	Iteration 72Q: 3 clusters Score -4888008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4888009.000000 Penalty: 1026.631226
	Iteration 73Q: 3 clusters Score -4888009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4888018.000000 Penalty: 1026.631226
	Iteration 74Q: 3 clusters Score -4888018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4888030.500000 Penalty: 1026.631226
	Iteration 75Q: 3 clusters Score -4888030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4888032.500000 Penalty: 1026.631226
	Iteration 76Q: 3 clusters Score -4888032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4888044.500000 Penalty: 1026.631226
	Iteration 77Q: 3 clusters Score -4888044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4888052.000000 Penalty: 1026.631226
	Iteration 78Q: 3 clusters Score -4888052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4888055.000000 Penalty: 1026.631226
	Iteration 79Q: 3 clusters Score -4888055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4888069.000000 Penalty: 1026.631226
	Iteration 80F: 3 clusters Score -4888069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4888079.000000 Penalty: 1026.631226
	Iteration 81Q: 3 clusters Score -4888079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4888080.000000 Penalty: 1026.631226
	Iteration 82Q: 3 clusters Score -4888080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4888089.500000 Penalty: 1026.631226
	Iteration 83Q: 3 clusters Score -4888090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4888088.000000 Penalty: 1026.631226
	Iteration 84Q: 3 clusters Score -4888088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4888099.000000 Penalty: 1026.631226
	Iteration 85Q: 3 clusters Score -4888099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4888100.000000 Penalty: 1026.631226
	Iteration 86Q: 3 clusters Score -4888100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4888101.000000 Penalty: 1026.631226
	Iteration 87Q: 3 clusters Score -4888101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4888101.000000 Penalty: 1026.631226
	Iteration 88Q: 3 clusters Score -4888101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4888105.500000 Penalty: 1026.631226
	Iteration 89Q: 3 clusters Score -4888106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4888103.500000 Penalty: 1026.631226
	Iteration 90Q: 3 clusters Score -4888104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4888103.500000 Penalty: 1026.631226
	Iteration 91Q: 3 clusters Score -4888104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4888102.500000 Penalty: 1026.631226
	Iteration 92Q: 3 clusters Score -4888102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4888102.500000 Penalty: 1026.631226
	Iteration 93F: 3 clusters Score -4888102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (80363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Entering Unmasked Estep 
Score: -4929046.500000 Penalty: 513.891113
	Iteration 0F: 2 clusters Score -4929046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4874639.500000 Penalty: 1027.782227
	Iteration 0F: 3 clusters Score -4874640 nChanged 39365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4902838.000000 Penalty: 1027.782227
	Iteration 1F: 3 clusters Score -4902838 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4906623.500000 Penalty: 1027.782227
	Iteration 2F: 3 clusters Score -4906624 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -4911446.000000 Penalty: 1027.782227
	Iteration 3F: 3 clusters Score -4911446 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4915378.500000 Penalty: 1027.782227
	Iteration 4F: 3 clusters Score -4915378 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4917084.000000 Penalty: 1027.782227
	Iteration 5Q: 3 clusters Score -4917084 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4917781.000000 Penalty: 1027.782227
	Iteration 6Q: 3 clusters Score -4917781 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4918175.500000 Penalty: 1027.782227
	Iteration 7Q: 3 clusters Score -4918176 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4918570.000000 Penalty: 1027.782227
	Iteration 8Q: 3 clusters Score -4918570 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4919016.000000 Penalty: 1027.782227
	Iteration 9Q: 3 clusters Score -4919016 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4919414.500000 Penalty: 1027.782227
	Iteration 10Q: 3 clusters Score -4919414 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4919860.500000 Penalty: 1027.782227
	Iteration 11Q: 3 clusters Score -4919860 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4920396.500000 Penalty: 1027.782227
	Iteration 12Q: 3 clusters Score -4920396 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4920910.000000 Penalty: 1027.782227
	Iteration 13Q: 3 clusters Score -4920910 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -4921523.000000 Penalty: 1027.782227
	Iteration 14Q: 3 clusters Score -4921523 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4922126.500000 Penalty: 1027.782227
	Iteration 15Q: 3 clusters Score -4922126 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4922782.000000 Penalty: 1027.782227
	Iteration 16Q: 3 clusters Score -4922782 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4923521.500000 Penalty: 1027.782227
	Iteration 17Q: 3 clusters Score -4923522 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4924257.500000 Penalty: 1027.782227
	Iteration 18Q: 3 clusters Score -4924258 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4924976.500000 Penalty: 1027.782227
	Iteration 19Q: 3 clusters Score -4924976 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4925729.500000 Penalty: 1027.782227
	Iteration 20F: 3 clusters Score -4925730 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4926348.500000 Penalty: 1027.782227
	Iteration 21Q: 3 clusters Score -4926348 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4926880.000000 Penalty: 1027.782227
	Iteration 22Q: 3 clusters Score -4926880 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4927264.500000 Penalty: 1027.782227
	Iteration 23Q: 3 clusters Score -4927264 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4927597.000000 Penalty: 1027.782227
	Iteration 24Q: 3 clusters Score -4927597 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4927847.000000 Penalty: 1027.782227
	Iteration 25Q: 3 clusters Score -4927847 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4928057.000000 Penalty: 1027.782227
	Iteration 26Q: 3 clusters Score -4928057 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4928204.500000 Penalty: 1027.782227
	Iteration 27Q: 3 clusters Score -4928204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4928306.000000 Penalty: 1027.782227
	Iteration 28Q: 3 clusters Score -4928306 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4928368.500000 Penalty: 1027.782227
	Iteration 29Q: 3 clusters Score -4928368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4928415.000000 Penalty: 1027.782227
	Iteration 30Q: 3 clusters Score -4928415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4928480.500000 Penalty: 1027.782227
	Iteration 31Q: 3 clusters Score -4928480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4928508.500000 Penalty: 1027.782227
	Iteration 32Q: 3 clusters Score -4928508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4928530.500000 Penalty: 1027.782227
	Iteration 33Q: 3 clusters Score -4928530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4928547.500000 Penalty: 1027.782227
	Iteration 34Q: 3 clusters Score -4928548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4928564.000000 Penalty: 1027.782227
	Iteration 35Q: 3 clusters Score -4928564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4928572.000000 Penalty: 1027.782227
	Iteration 36Q: 3 clusters Score -4928572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4928582.500000 Penalty: 1027.782227
	Iteration 37Q: 3 clusters Score -4928582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4928591.500000 Penalty: 1027.782227
	Iteration 38Q: 3 clusters Score -4928592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4928598.500000 Penalty: 1027.782227
	Iteration 39Q: 3 clusters Score -4928598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4928599.000000 Penalty: 1027.782227
	Iteration 40F: 3 clusters Score -4928599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4928602.000000 Penalty: 1027.782227
	Iteration 41Q: 3 clusters Score -4928602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4928607.500000 Penalty: 1027.782227
	Iteration 42Q: 3 clusters Score -4928608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4928604.000000 Penalty: 1027.782227
	Iteration 43Q: 3 clusters Score -4928604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4928610.500000 Penalty: 1027.782227
	Iteration 44Q: 3 clusters Score -4928610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4928616.500000 Penalty: 1027.782227
	Iteration 45Q: 3 clusters Score -4928616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4928614.500000 Penalty: 1027.782227
	Iteration 46Q: 3 clusters Score -4928614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4928618.000000 Penalty: 1027.782227
	Iteration 47Q: 3 clusters Score -4928618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4928623.000000 Penalty: 1027.782227
	Iteration 48Q: 3 clusters Score -4928623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4928623.000000 Penalty: 1027.782227
	Iteration 49Q: 3 clusters Score -4928623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4928622.000000 Penalty: 1027.782227
	Iteration 50Q: 3 clusters Score -4928622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4928626.500000 Penalty: 1027.782227
	Iteration 51Q: 3 clusters Score -4928626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4928625.000000 Penalty: 1027.782227
	Iteration 52Q: 3 clusters Score -4928625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4928627.500000 Penalty: 1027.782227
	Iteration 53Q: 3 clusters Score -4928628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4928626.000000 Penalty: 1027.782227
	Iteration 54Q: 3 clusters Score -4928626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4928627.000000 Penalty: 1027.782227
	Iteration 55Q: 3 clusters Score -4928627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4928622.000000 Penalty: 1027.782227
	Iteration 56Q: 3 clusters Score -4928622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4928624.000000 Penalty: 1027.782227
	Iteration 57Q: 3 clusters Score -4928624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4928627.500000 Penalty: 1027.782227
	Iteration 58Q: 3 clusters Score -4928628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4928627.500000 Penalty: 1027.782227
	Iteration 59F: 3 clusters Score -4928628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -18082.234375 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -18082.23 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 147 members 
Entering Unmasked Estep 
Score: -17722.828125 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -17722.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17830.000000 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -17830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17907.406250 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -17907.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17974.480469 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -17974.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18009.234375 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -18009.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18016.601562 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -18016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18020.132812 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -18020.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18025.820312 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -18025.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18033.126953 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -18033.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18057.560547 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -18057.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18076.787109 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -18076.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18098.689453 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -18098.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18134.857422 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -18134.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18141.843750 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -18141.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18143.289062 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -18143.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18143.289062 Penalty: 518.129639
	Iteration 15F: 3 clusters Score -18143.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 316 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Entering Unmasked Estep 
Score: -53288464.000000 Penalty: 35551.785156
Splitting cluster 17 changes total score from -53287492.000000 to -53288464.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40475.437500 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40475.44 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40633.589844 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40633.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40671.746094 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40671.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40696.421875 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40696.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40718.296875 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40736.410156 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40736.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40752.777344 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40752.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40768.843750 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40768.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40782.339844 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40782.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40790.628906 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40790.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40793.855469 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40793.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40795.968750 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40795.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40797.664062 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40797.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40799.371094 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40799.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40799.507812 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40799.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40799.507812 Penalty: 585.543701
	Iteration 15F: 3 clusters Score -40799.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -325235.468750 Penalty: 390.949677
	Iteration 0F: 2 clusters Score -325235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -321605.718750 Penalty: 781.899353
	Iteration 0F: 3 clusters Score -321605.7 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -323069.812500 Penalty: 781.899353
	Iteration 1F: 3 clusters Score -323069.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -323259.281250 Penalty: 781.899353
	Iteration 2F: 3 clusters Score -323259.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -323468.906250 Penalty: 781.899353
	Iteration 3F: 3 clusters Score -323468.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -323681.406250 Penalty: 781.899353
	Iteration 4F: 3 clusters Score -323681.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -323933.062500 Penalty: 781.899353
	Iteration 5F: 3 clusters Score -323933.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -324156.562500 Penalty: 781.899353
	Iteration 6F: 3 clusters Score -324156.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -324306.750000 Penalty: 781.899353
	Iteration 7Q: 3 clusters Score -324306.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -324389.906250 Penalty: 781.899353
	Iteration 8Q: 3 clusters Score -324389.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -324438.125000 Penalty: 781.899353
	Iteration 9Q: 3 clusters Score -324438.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -324463.500000 Penalty: 781.899353
	Iteration 10Q: 3 clusters Score -324463.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -324473.843750 Penalty: 781.899353
	Iteration 11Q: 3 clusters Score -324473.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -324480.875000 Penalty: 781.899353
	Iteration 12Q: 3 clusters Score -324480.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -324483.500000 Penalty: 781.899353
	Iteration 13Q: 3 clusters Score -324483.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -324487.750000 Penalty: 781.899353
	Iteration 14Q: 3 clusters Score -324487.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -324492.062500 Penalty: 781.899353
	Iteration 15Q: 3 clusters Score -324492.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -324494.343750 Penalty: 781.899353
	Iteration 16Q: 3 clusters Score -324494.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -324496.843750 Penalty: 781.899353
	Iteration 17Q: 3 clusters Score -324496.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -324500.218750 Penalty: 781.899353
	Iteration 18Q: 3 clusters Score -324500.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -324502.468750 Penalty: 781.899353
	Iteration 19Q: 3 clusters Score -324502.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -324503.187500 Penalty: 781.899353
	Iteration 20F: 3 clusters Score -324503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -324505.218750 Penalty: 781.899353
	Iteration 21Q: 3 clusters Score -324505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -324507.593750 Penalty: 781.899353
	Iteration 22Q: 3 clusters Score -324507.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -324511.000000 Penalty: 781.899353
	Iteration 23Q: 3 clusters Score -324511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -324514.625000 Penalty: 781.899353
	Iteration 24Q: 3 clusters Score -324514.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -324518.093750 Penalty: 781.899353
	Iteration 25Q: 3 clusters Score -324518.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -324522.843750 Penalty: 781.899353
	Iteration 26Q: 3 clusters Score -324522.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -324529.500000 Penalty: 781.899353
	Iteration 27Q: 3 clusters Score -324529.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -324534.062500 Penalty: 781.899353
	Iteration 28Q: 3 clusters Score -324534.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -324539.250000 Penalty: 781.899353
	Iteration 29Q: 3 clusters Score -324539.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -324541.281250 Penalty: 781.899353
	Iteration 30Q: 3 clusters Score -324541.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -324544.468750 Penalty: 781.899353
	Iteration 31Q: 3 clusters Score -324544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -324547.187500 Penalty: 781.899353
	Iteration 32Q: 3 clusters Score -324547.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -324549.406250 Penalty: 781.899353
	Iteration 33Q: 3 clusters Score -324549.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -324553.156250 Penalty: 781.899353
	Iteration 34Q: 3 clusters Score -324553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -324554.531250 Penalty: 781.899353
	Iteration 35Q: 3 clusters Score -324554.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -324557.187500 Penalty: 781.899353
	Iteration 36Q: 3 clusters Score -324557.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -324558.000000 Penalty: 781.899353
	Iteration 37Q: 3 clusters Score -324558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -324558.718750 Penalty: 781.899353
	Iteration 38Q: 3 clusters Score -324558.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -324560.250000 Penalty: 781.899353
	Iteration 39Q: 3 clusters Score -324560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -324561.125000 Penalty: 781.899353
	Iteration 40F: 3 clusters Score -324561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -324561.375000 Penalty: 781.899353
	Iteration 41Q: 3 clusters Score -324561.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -324562.906250 Penalty: 781.899353
	Iteration 42Q: 3 clusters Score -324562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -324563.062500 Penalty: 781.899353
	Iteration 43Q: 3 clusters Score -324563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -324564.156250 Penalty: 781.899353
	Iteration 44Q: 3 clusters Score -324564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -324563.781250 Penalty: 781.899353
	Iteration 45Q: 3 clusters Score -324563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -324563.562500 Penalty: 781.899353
	Iteration 46Q: 3 clusters Score -324563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -324564.031250 Penalty: 781.899353
	Iteration 47Q: 3 clusters Score -324564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -324564.437500 Penalty: 781.899353
	Iteration 48Q: 3 clusters Score -324564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -324564.687500 Penalty: 781.899353
	Iteration 49Q: 3 clusters Score -324564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -324564.625000 Penalty: 781.899353
	Iteration 50Q: 3 clusters Score -324564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -324564.812500 Penalty: 781.899353
	Iteration 51Q: 3 clusters Score -324564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -324564.500000 Penalty: 781.899353
	Iteration 52Q: 3 clusters Score -324564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -324566.375000 Penalty: 781.899353
	Iteration 53Q: 3 clusters Score -324566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -324566.250000 Penalty: 781.899353
	Iteration 54Q: 3 clusters Score -324566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -324566.593750 Penalty: 781.899353
	Iteration 55Q: 3 clusters Score -324566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -324567.468750 Penalty: 781.899353
	Iteration 56Q: 3 clusters Score -324567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -324567.968750 Penalty: 781.899353
	Iteration 57Q: 3 clusters Score -324568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -324568.000000 Penalty: 781.899353
	Iteration 58Q: 3 clusters Score -324568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -324568.687500 Penalty: 781.899353
	Iteration 59Q: 3 clusters Score -324568.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -324568.500000 Penalty: 781.899353
	Iteration 60F: 3 clusters Score -324568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -324568.500000 Penalty: 781.899353
	Iteration 61Q: 3 clusters Score -324568.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -324568.187500 Penalty: 781.899353
	Iteration 62Q: 3 clusters Score -324568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -324568.625000 Penalty: 781.899353
	Iteration 63Q: 3 clusters Score -324568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -324569.093750 Penalty: 781.899353
	Iteration 64Q: 3 clusters Score -324569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -324569.562500 Penalty: 781.899353
	Iteration 65Q: 3 clusters Score -324569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -324569.593750 Penalty: 781.899353
	Iteration 66Q: 3 clusters Score -324569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -324568.750000 Penalty: 781.899353
	Iteration 67Q: 3 clusters Score -324568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -324569.531250 Penalty: 781.899353
	Iteration 68Q: 3 clusters Score -324569.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -324569.812500 Penalty: 781.899353
	Iteration 69Q: 3 clusters Score -324569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -324569.781250 Penalty: 781.899353
	Iteration 70Q: 3 clusters Score -324569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -324569.875000 Penalty: 781.899353
	Iteration 71Q: 3 clusters Score -324569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -324569.875000 Penalty: 781.899353
	Iteration 72Q: 3 clusters Score -324569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -324570.875000 Penalty: 781.899353
	Iteration 73Q: 3 clusters Score -324570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -324571.062500 Penalty: 781.899353
	Iteration 74Q: 3 clusters Score -324571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -324571.687500 Penalty: 781.899353
	Iteration 75Q: 3 clusters Score -324571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -324571.781250 Penalty: 781.899353
	Iteration 76Q: 3 clusters Score -324571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -324572.468750 Penalty: 781.899353
	Iteration 77Q: 3 clusters Score -324572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -324572.718750 Penalty: 781.899353
	Iteration 78Q: 3 clusters Score -324572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -324573.000000 Penalty: 781.899353
	Iteration 79Q: 3 clusters Score -324573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -324573.125000 Penalty: 781.899353
	Iteration 80F: 3 clusters Score -324573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -324573.875000 Penalty: 781.899353
	Iteration 81Q: 3 clusters Score -324573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -324573.750000 Penalty: 781.899353
	Iteration 82Q: 3 clusters Score -324573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -324574.437500 Penalty: 781.899353
	Iteration 83Q: 3 clusters Score -324574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -324574.468750 Penalty: 781.899353
	Iteration 84Q: 3 clusters Score -324574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -324575.000000 Penalty: 781.899353
	Iteration 85Q: 3 clusters Score -324575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -324575.031250 Penalty: 781.899353
	Iteration 86Q: 3 clusters Score -324575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -324576.125000 Penalty: 781.899353
	Iteration 87Q: 3 clusters Score -324576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -324575.281250 Penalty: 781.899353
	Iteration 88Q: 3 clusters Score -324575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -324576.437500 Penalty: 781.899353
	Iteration 89Q: 3 clusters Score -324576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -324576.593750 Penalty: 781.899353
	Iteration 90Q: 3 clusters Score -324576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -324577.125000 Penalty: 781.899353
	Iteration 91Q: 3 clusters Score -324577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -324577.218750 Penalty: 781.899353
	Iteration 92Q: 3 clusters Score -324577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -324576.875000 Penalty: 781.899353
	Iteration 93Q: 3 clusters Score -324576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -324576.968750 Penalty: 781.899353
	Iteration 94Q: 3 clusters Score -324577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -324576.968750 Penalty: 781.899353
	Iteration 95F: 3 clusters Score -324577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Entering Unmasked Estep 
Score: -5423986.500000 Penalty: 517.537231
	Iteration 0F: 2 clusters Score -5423986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5365993.000000 Penalty: 1035.074463
	Iteration 0F: 3 clusters Score -5365993 nChanged 42636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5392665.000000 Penalty: 1035.074463
	Iteration 1F: 3 clusters Score -5392665 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5394934.500000 Penalty: 1035.074463
	Iteration 2Q: 3 clusters Score -5394934 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5398647.500000 Penalty: 1035.074463
	Iteration 3F: 3 clusters Score -5398648 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5404141.000000 Penalty: 1035.074463
	Iteration 4F: 3 clusters Score -5404141 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -5408992.500000 Penalty: 1035.074463
	Iteration 5F: 3 clusters Score -5408992 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5411192.000000 Penalty: 1035.074463
	Iteration 6F: 3 clusters Score -5411192 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5411806.500000 Penalty: 1035.074463
	Iteration 7Q: 3 clusters Score -5411806 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -5412083.000000 Penalty: 1035.074463
	Iteration 8Q: 3 clusters Score -5412083 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -5412356.500000 Penalty: 1035.074463
	Iteration 9Q: 3 clusters Score -5412356 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -5412659.000000 Penalty: 1035.074463
	Iteration 10Q: 3 clusters Score -5412659 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5412915.000000 Penalty: 1035.074463
	Iteration 11Q: 3 clusters Score -5412915 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5413172.500000 Penalty: 1035.074463
	Iteration 12Q: 3 clusters Score -5413172 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5413438.500000 Penalty: 1035.074463
	Iteration 13Q: 3 clusters Score -5413438 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -5413696.500000 Penalty: 1035.074463
	Iteration 14Q: 3 clusters Score -5413696 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -5413888.000000 Penalty: 1035.074463
	Iteration 15Q: 3 clusters Score -5413888 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5414127.500000 Penalty: 1035.074463
	Iteration 16Q: 3 clusters Score -5414128 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5414361.000000 Penalty: 1035.074463
	Iteration 17Q: 3 clusters Score -5414361 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -5414554.500000 Penalty: 1035.074463
	Iteration 18Q: 3 clusters Score -5414554 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -5414724.500000 Penalty: 1035.074463
	Iteration 19Q: 3 clusters Score -5414724 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -5414876.500000 Penalty: 1035.074463
	Iteration 20F: 3 clusters Score -5414876 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5415044.000000 Penalty: 1035.074463
	Iteration 21Q: 3 clusters Score -5415044 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5415216.500000 Penalty: 1035.074463
	Iteration 22Q: 3 clusters Score -5415216 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -5415374.000000 Penalty: 1035.074463
	Iteration 23Q: 3 clusters Score -5415374 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -5415536.000000 Penalty: 1035.074463
	Iteration 24Q: 3 clusters Score -5415536 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5415702.000000 Penalty: 1035.074463
	Iteration 25Q: 3 clusters Score -5415702 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5415871.500000 Penalty: 1035.074463
	Iteration 26Q: 3 clusters Score -5415872 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -5416028.500000 Penalty: 1035.074463
	Iteration 27Q: 3 clusters Score -5416028 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5416162.500000 Penalty: 1035.074463
	Iteration 28Q: 3 clusters Score -5416162 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5416317.500000 Penalty: 1035.074463
	Iteration 29Q: 3 clusters Score -5416318 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5416434.000000 Penalty: 1035.074463
	Iteration 30Q: 3 clusters Score -5416434 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5416604.000000 Penalty: 1035.074463
	Iteration 31Q: 3 clusters Score -5416604 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5416758.000000 Penalty: 1035.074463
	Iteration 32Q: 3 clusters Score -5416758 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -5416921.500000 Penalty: 1035.074463
	Iteration 33Q: 3 clusters Score -5416922 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -5417080.500000 Penalty: 1035.074463
	Iteration 34Q: 3 clusters Score -5417080 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5417237.500000 Penalty: 1035.074463
	Iteration 35Q: 3 clusters Score -5417238 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5417387.000000 Penalty: 1035.074463
	Iteration 36Q: 3 clusters Score -5417387 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -5417527.500000 Penalty: 1035.074463
	Iteration 37Q: 3 clusters Score -5417528 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5417689.000000 Penalty: 1035.074463
	Iteration 38Q: 3 clusters Score -5417689 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5417848.500000 Penalty: 1035.074463
	Iteration 39Q: 3 clusters Score -5417848 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -5417995.500000 Penalty: 1035.074463
	Iteration 40F: 3 clusters Score -5417996 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5418161.000000 Penalty: 1035.074463
	Iteration 41Q: 3 clusters Score -5418161 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5418374.500000 Penalty: 1035.074463
	Iteration 42Q: 3 clusters Score -5418374 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5418558.500000 Penalty: 1035.074463
	Iteration 43Q: 3 clusters Score -5418558 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5418759.000000 Penalty: 1035.074463
	Iteration 44Q: 3 clusters Score -5418759 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5418986.000000 Penalty: 1035.074463
	Iteration 45Q: 3 clusters Score -5418986 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5419195.500000 Penalty: 1035.074463
	Iteration 46Q: 3 clusters Score -5419196 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -5419483.000000 Penalty: 1035.074463
	Iteration 47Q: 3 clusters Score -5419483 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5419847.000000 Penalty: 1035.074463
	Iteration 48Q: 3 clusters Score -5419847 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5420240.500000 Penalty: 1035.074463
	Iteration 49Q: 3 clusters Score -5420240 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5420606.000000 Penalty: 1035.074463
	Iteration 50Q: 3 clusters Score -5420606 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -5421075.000000 Penalty: 1035.074463
	Iteration 51Q: 3 clusters Score -5421075 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -5421564.500000 Penalty: 1035.074463
	Iteration 52Q: 3 clusters Score -5421564 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -5422023.000000 Penalty: 1035.074463
	Iteration 53Q: 3 clusters Score -5422023 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5422414.000000 Penalty: 1035.074463
	Iteration 54Q: 3 clusters Score -5422414 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5422736.500000 Penalty: 1035.074463
	Iteration 55Q: 3 clusters Score -5422736 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5422997.500000 Penalty: 1035.074463
	Iteration 56Q: 3 clusters Score -5422998 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5423267.000000 Penalty: 1035.074463
	Iteration 57Q: 3 clusters Score -5423267 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5423509.500000 Penalty: 1035.074463
	Iteration 58Q: 3 clusters Score -5423510 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5423672.000000 Penalty: 1035.074463
	Iteration 59Q: 3 clusters Score -5423672 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5423771.500000 Penalty: 1035.074463
	Iteration 60F: 3 clusters Score -5423772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5423826.500000 Penalty: 1035.074463
	Iteration 61Q: 3 clusters Score -5423826 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5423836.000000 Penalty: 1035.074463
	Iteration 62Q: 3 clusters Score -5423836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5423819.500000 Penalty: 1035.074463
	Iteration 63Q: 3 clusters Score -5423820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5423813.000000 Penalty: 1035.074463
	Iteration 64Q: 3 clusters Score -5423813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5423807.500000 Penalty: 1035.074463
	Iteration 65Q: 3 clusters Score -5423808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5423809.000000 Penalty: 1035.074463
	Iteration 66Q: 3 clusters Score -5423809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5423801.500000 Penalty: 1035.074463
	Iteration 67Q: 3 clusters Score -5423802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5423788.000000 Penalty: 1035.074463
	Iteration 68Q: 3 clusters Score -5423788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5423775.500000 Penalty: 1035.074463
	Iteration 69Q: 3 clusters Score -5423776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5423779.500000 Penalty: 1035.074463
	Iteration 70Q: 3 clusters Score -5423780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5423781.000000 Penalty: 1035.074463
	Iteration 71Q: 3 clusters Score -5423781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5423781.500000 Penalty: 1035.074463
	Iteration 72Q: 3 clusters Score -5423782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5423772.500000 Penalty: 1035.074463
	Iteration 73Q: 3 clusters Score -5423772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5423763.000000 Penalty: 1035.074463
	Iteration 74Q: 3 clusters Score -5423763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5423758.500000 Penalty: 1035.074463
	Iteration 75Q: 3 clusters Score -5423758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5423753.500000 Penalty: 1035.074463
	Iteration 76Q: 3 clusters Score -5423754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5423751.500000 Penalty: 1035.074463
	Iteration 77Q: 3 clusters Score -5423752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5423752.500000 Penalty: 1035.074463
	Iteration 78Q: 3 clusters Score -5423752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5423751.500000 Penalty: 1035.074463
	Iteration 79Q: 3 clusters Score -5423752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5423751.500000 Penalty: 1035.074463
	Iteration 80F: 3 clusters Score -5423752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15533.002930 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15533 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 132 members 
Entering Unmasked Estep 
Score: -15219.398438 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -15219.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15343.224609 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15343.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15384.002930 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15409.363281 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -15409.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15425.177734 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15425.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15441.167969 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15441.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15445.429688 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15445.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15445.596680 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15445.596680 Penalty: 510.461945
	Iteration 8F: 3 clusters Score -15445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Entering Unmasked Estep 
Score: -1066547.875000 Penalty: 443.581970
	Iteration 0F: 2 clusters Score -1066548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1055093.375000 Penalty: 887.163940
	Iteration 0F: 3 clusters Score -1055093 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1060360.375000 Penalty: 887.163940
	Iteration 1F: 3 clusters Score -1060360 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1061138.375000 Penalty: 887.163940
	Iteration 2F: 3 clusters Score -1061138 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1062183.500000 Penalty: 887.163940
	Iteration 3F: 3 clusters Score -1062184 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1063101.375000 Penalty: 887.163940
	Iteration 4F: 3 clusters Score -1063101 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1063579.375000 Penalty: 887.163940
	Iteration 5F: 3 clusters Score -1063579 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1063791.000000 Penalty: 887.163940
	Iteration 6Q: 3 clusters Score -1063791 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1063907.250000 Penalty: 887.163940
	Iteration 7Q: 3 clusters Score -1063907 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1064025.000000 Penalty: 887.163940
	Iteration 8Q: 3 clusters Score -1064025 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1064152.750000 Penalty: 887.163940
	Iteration 9Q: 3 clusters Score -1064153 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1064301.125000 Penalty: 887.163940
	Iteration 10Q: 3 clusters Score -1064301 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1064449.625000 Penalty: 887.163940
	Iteration 11Q: 3 clusters Score -1064450 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1064596.375000 Penalty: 887.163940
	Iteration 12Q: 3 clusters Score -1064596 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1064723.500000 Penalty: 887.163940
	Iteration 13Q: 3 clusters Score -1064724 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1064837.250000 Penalty: 887.163940
	Iteration 14Q: 3 clusters Score -1064837 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1064925.250000 Penalty: 887.163940
	Iteration 15Q: 3 clusters Score -1064925 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1065000.500000 Penalty: 887.163940
	Iteration 16Q: 3 clusters Score -1065000 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1065073.375000 Penalty: 887.163940
	Iteration 17Q: 3 clusters Score -1065073 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1065138.000000 Penalty: 887.163940
	Iteration 18Q: 3 clusters Score -1065138 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1065203.625000 Penalty: 887.163940
	Iteration 19Q: 3 clusters Score -1065204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1065255.000000 Penalty: 887.163940
	Iteration 20F: 3 clusters Score -1065255 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1065299.875000 Penalty: 887.163940
	Iteration 21Q: 3 clusters Score -1065300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1065350.875000 Penalty: 887.163940
	Iteration 22Q: 3 clusters Score -1065351 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1065393.500000 Penalty: 887.163940
	Iteration 23Q: 3 clusters Score -1065394 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1065435.875000 Penalty: 887.163940
	Iteration 24Q: 3 clusters Score -1065436 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1065476.750000 Penalty: 887.163940
	Iteration 25Q: 3 clusters Score -1065477 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1065524.750000 Penalty: 887.163940
	Iteration 26Q: 3 clusters Score -1065525 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1065557.625000 Penalty: 887.163940
	Iteration 27Q: 3 clusters Score -1065558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1065598.250000 Penalty: 887.163940
	Iteration 28Q: 3 clusters Score -1065598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1065636.750000 Penalty: 887.163940
	Iteration 29Q: 3 clusters Score -1065637 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1065663.750000 Penalty: 887.163940
	Iteration 30Q: 3 clusters Score -1065664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1065692.625000 Penalty: 887.163940
	Iteration 31Q: 3 clusters Score -1065693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1065719.875000 Penalty: 887.163940
	Iteration 32Q: 3 clusters Score -1065720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1065741.000000 Penalty: 887.163940
	Iteration 33Q: 3 clusters Score -1065741 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1065766.375000 Penalty: 887.163940
	Iteration 34Q: 3 clusters Score -1065766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1065794.875000 Penalty: 887.163940
	Iteration 35Q: 3 clusters Score -1065795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1065811.750000 Penalty: 887.163940
	Iteration 36Q: 3 clusters Score -1065812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1065822.375000 Penalty: 887.163940
	Iteration 37Q: 3 clusters Score -1065822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1065839.875000 Penalty: 887.163940
	Iteration 38Q: 3 clusters Score -1065840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1065853.375000 Penalty: 887.163940
	Iteration 39Q: 3 clusters Score -1065853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1065868.625000 Penalty: 887.163940
	Iteration 40F: 3 clusters Score -1065869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1065886.250000 Penalty: 887.163940
	Iteration 41Q: 3 clusters Score -1065886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1065904.750000 Penalty: 887.163940
	Iteration 42Q: 3 clusters Score -1065905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1065930.000000 Penalty: 887.163940
	Iteration 43Q: 3 clusters Score -1065930 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1065950.125000 Penalty: 887.163940
	Iteration 44Q: 3 clusters Score -1065950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1065973.000000 Penalty: 887.163940
	Iteration 45Q: 3 clusters Score -1065973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1065992.000000 Penalty: 887.163940
	Iteration 46Q: 3 clusters Score -1065992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1066011.000000 Penalty: 887.163940
	Iteration 47Q: 3 clusters Score -1066011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1066024.750000 Penalty: 887.163940
	Iteration 48Q: 3 clusters Score -1066025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1066040.375000 Penalty: 887.163940
	Iteration 49Q: 3 clusters Score -1066040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1066059.500000 Penalty: 887.163940
	Iteration 50Q: 3 clusters Score -1066060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1066072.375000 Penalty: 887.163940
	Iteration 51Q: 3 clusters Score -1066072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1066087.625000 Penalty: 887.163940
	Iteration 52Q: 3 clusters Score -1066088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1066097.625000 Penalty: 887.163940
	Iteration 53Q: 3 clusters Score -1066098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1066106.125000 Penalty: 887.163940
	Iteration 54Q: 3 clusters Score -1066106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1066117.000000 Penalty: 887.163940
	Iteration 55Q: 3 clusters Score -1066117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1066124.125000 Penalty: 887.163940
	Iteration 56Q: 3 clusters Score -1066124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1066132.500000 Penalty: 887.163940
	Iteration 57Q: 3 clusters Score -1066132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1066140.250000 Penalty: 887.163940
	Iteration 58Q: 3 clusters Score -1066140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1066154.125000 Penalty: 887.163940
	Iteration 59Q: 3 clusters Score -1066154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1066166.375000 Penalty: 887.163940
	Iteration 60F: 3 clusters Score -1066166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1066173.625000 Penalty: 887.163940
	Iteration 61Q: 3 clusters Score -1066174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1066182.625000 Penalty: 887.163940
	Iteration 62Q: 3 clusters Score -1066183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1066185.750000 Penalty: 887.163940
	Iteration 63Q: 3 clusters Score -1066186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1066193.875000 Penalty: 887.163940
	Iteration 64Q: 3 clusters Score -1066194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1066197.875000 Penalty: 887.163940
	Iteration 65Q: 3 clusters Score -1066198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1066202.250000 Penalty: 887.163940
	Iteration 66Q: 3 clusters Score -1066202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1066208.625000 Penalty: 887.163940
	Iteration 67Q: 3 clusters Score -1066209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1066216.875000 Penalty: 887.163940
	Iteration 68Q: 3 clusters Score -1066217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1066223.125000 Penalty: 887.163940
	Iteration 69Q: 3 clusters Score -1066223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1066233.375000 Penalty: 887.163940
	Iteration 70Q: 3 clusters Score -1066233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1066235.750000 Penalty: 887.163940
	Iteration 71Q: 3 clusters Score -1066236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1066237.125000 Penalty: 887.163940
	Iteration 72Q: 3 clusters Score -1066237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1066237.250000 Penalty: 887.163940
	Iteration 73Q: 3 clusters Score -1066237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1066238.750000 Penalty: 887.163940
	Iteration 74Q: 3 clusters Score -1066239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1066243.250000 Penalty: 887.163940
	Iteration 75Q: 3 clusters Score -1066243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1066244.250000 Penalty: 887.163940
	Iteration 76Q: 3 clusters Score -1066244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1066246.000000 Penalty: 887.163940
	Iteration 77Q: 3 clusters Score -1066246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1066246.750000 Penalty: 887.163940
	Iteration 78Q: 3 clusters Score -1066247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1066251.125000 Penalty: 887.163940
	Iteration 79Q: 3 clusters Score -1066251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1066255.750000 Penalty: 887.163940
	Iteration 80F: 3 clusters Score -1066256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1066256.500000 Penalty: 887.163940
	Iteration 81Q: 3 clusters Score -1066256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1066258.250000 Penalty: 887.163940
	Iteration 82Q: 3 clusters Score -1066258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1066260.250000 Penalty: 887.163940
	Iteration 83Q: 3 clusters Score -1066260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1066259.750000 Penalty: 887.163940
	Iteration 84Q: 3 clusters Score -1066260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1066259.125000 Penalty: 887.163940
	Iteration 85Q: 3 clusters Score -1066259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1066259.250000 Penalty: 887.163940
	Iteration 86Q: 3 clusters Score -1066259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1066259.875000 Penalty: 887.163940
	Iteration 87Q: 3 clusters Score -1066260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1066262.125000 Penalty: 887.163940
	Iteration 88Q: 3 clusters Score -1066262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1066264.750000 Penalty: 887.163940
	Iteration 89Q: 3 clusters Score -1066265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1066265.125000 Penalty: 887.163940
	Iteration 90Q: 3 clusters Score -1066265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1066265.125000 Penalty: 887.163940
	Iteration 91Q: 3 clusters Score -1066265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1066265.250000 Penalty: 887.163940
	Iteration 92Q: 3 clusters Score -1066265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1066266.875000 Penalty: 887.163940
	Iteration 93Q: 3 clusters Score -1066267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1066266.375000 Penalty: 887.163940
	Iteration 94Q: 3 clusters Score -1066266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1066266.375000 Penalty: 887.163940
	Iteration 95F: 3 clusters Score -1066266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -20327.414062 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -20327.41 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 157 members 
Entering Unmasked Estep 
Score: -19976.158203 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19976.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20072.746094 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -20072.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20107.898438 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -20107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20126.228516 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -20126.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20135.439453 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -20135.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20146.691406 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -20146.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20153.244141 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -20153.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20158.783203 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -20158.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20161.296875 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -20161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20165.976562 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -20165.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20171.121094 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -20171.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20173.746094 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -20173.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20175.863281 Penalty: 523.194763
	Iteration 12Q: 3 clusters Score -20175.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20177.550781 Penalty: 523.194763
	Iteration 13Q: 3 clusters Score -20177.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20177.550781 Penalty: 523.194763
	Iteration 14F: 3 clusters Score -20177.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -72115.757812 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -72115.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71219.890625 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -71219.89 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71515.796875 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -71515.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71676.382812 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -71676.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71776.929688 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -71776.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71843.679688 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -71843.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -71882.484375 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -71882.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71914.546875 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -71914.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71943.015625 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -71943.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -71971.382812 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -71971.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71998.539062 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -71998.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -72014.804688 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -72014.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -72024.406250 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -72024.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -72030.531250 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -72030.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -72039.382812 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -72039.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72044.984375 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -72044.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -72051.687500 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -72051.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72056.695312 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -72056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -72058.914062 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -72058.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72060.453125 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -72060.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -72063.460938 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -72063.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -72065.500000 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -72065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72066.601562 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -72066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72067.203125 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -72067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72067.203125 Penalty: 641.403198
	Iteration 23F: 3 clusters Score -72067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -15369.744141 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -15369.74 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 136 members 
Entering Unmasked Estep 
Score: -15062.284180 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -15062.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15146.636719 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -15146.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15170.893555 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -15170.89 nChanged 15
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: -15192.171875 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -15192.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15195.803711 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -15195.8 nChanged 5
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: -15200.600586 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -15200.6 nChanged 6
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: -15209.314453 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -15209.31 nChanged 4
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: -15214.489258 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -15214.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15218.720703 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -15218.72 nChanged 5
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: -15232.443359 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -15232.44 nChanged 5
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: -15235.501953 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -15235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15237.022461 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -15237.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15239.635742 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -15239.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15241.586914 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -15241.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15242.806641 Penalty: 505.671356
	Iteration 14Q: 3 clusters Score -15242.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15243.546875 Penalty: 505.671356
	Iteration 15Q: 3 clusters Score -15243.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15244.196289 Penalty: 505.671356
	Iteration 16Q: 3 clusters Score -15244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15244.196289 Penalty: 505.671356
	Iteration 17F: 3 clusters Score -15244.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -74142.312500 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -74142.31 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 618 members 
Entering Unmasked Estep 
Score: -73219.820312 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -73219.82 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73563.421875 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -73563.42 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73677.695312 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -73677.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -73779.867188 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -73779.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73864.804688 Penalty: 645.424194
	Iteration 4F: 3 clusters Score -73864.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73912.320312 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -73912.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -73928.960938 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -73928.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -73941.640625 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -73941.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -73948.195312 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -73948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73955.828125 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -73955.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73963.109375 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -73963.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73966.531250 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -73966.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73967.617188 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -73967.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73969.195312 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -73969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73970.781250 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -73970.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73971.265625 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -73971.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73971.726562 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -73971.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73972.171875 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -73972.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73972.171875 Penalty: 645.424194
	Iteration 18F: 3 clusters Score -73972.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -13960.197266 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -13960.2 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 197 members 
Entering Unmasked Estep 
Score: -13576.985352 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -13576.99 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13786.227539 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -13786.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13853.413086 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -13853.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13890.698242 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -13890.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13911.583008 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -13911.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13928.018555 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -13928.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13934.300781 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -13934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13940.473633 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -13940.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13944.616211 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -13944.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13946.913086 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -13946.91 nChanged 1
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: -13947.067383 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -13947.07 nChanged 0
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: -13947.067383 Penalty: 545.450500
	Iteration 11F: 3 clusters Score -13947.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -15896.610352 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -15896.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15590.479492 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -15590.48 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15811.254883 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -15811.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15906.307617 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -15906.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15970.423828 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -15970.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15991.299805 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -15991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16000.909180 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -16000.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16012.142578 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -16012.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16012.142578 Penalty: 523.772522
	Iteration 7F: 3 clusters Score -16012.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 620 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Entering Unmasked Estep 
Score: -53288220.000000 Penalty: 36175.500000
Splitting cluster 28 changes total score from -53287492.000000 to -53288220.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 29 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -37595.718750 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -37595.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37009.058594 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -37009.06 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37197.328125 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -37197.33 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37310.250000 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -37310.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37393.574219 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -37393.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37433.914062 Penalty: 585.104492
	Iteration 4F: 3 clusters Score -37433.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37455.703125 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -37455.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37475.441406 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -37475.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37480.136719 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -37480.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37482.042969 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -37482.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37483.179688 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -37483.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37484.890625 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -37484.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37490.125000 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -37490.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37494.875000 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -37494.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37499.578125 Penalty: 585.104492
	Iteration 13Q: 3 clusters Score -37499.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37504.242188 Penalty: 585.104492
	Iteration 14Q: 3 clusters Score -37504.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37510.902344 Penalty: 585.104492
	Iteration 15Q: 3 clusters Score -37510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37515.437500 Penalty: 585.104492
	Iteration 16Q: 3 clusters Score -37515.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37518.558594 Penalty: 585.104492
	Iteration 17Q: 3 clusters Score -37518.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37519.828125 Penalty: 585.104492
	Iteration 18Q: 3 clusters Score -37519.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37523.660156 Penalty: 585.104492
	Iteration 19Q: 3 clusters Score -37523.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37526.429688 Penalty: 585.104492
	Iteration 20F: 3 clusters Score -37526.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37528.113281 Penalty: 585.104492
	Iteration 21Q: 3 clusters Score -37528.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37529.214844 Penalty: 585.104492
	Iteration 22Q: 3 clusters Score -37529.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37530.070312 Penalty: 585.104492
	Iteration 23Q: 3 clusters Score -37530.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37532.082031 Penalty: 585.104492
	Iteration 24Q: 3 clusters Score -37532.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37536.363281 Penalty: 585.104492
	Iteration 25Q: 3 clusters Score -37536.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37541.101562 Penalty: 585.104492
	Iteration 26Q: 3 clusters Score -37541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37562.554688 Penalty: 585.104492
	Iteration 27Q: 3 clusters Score -37562.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37594.875000 Penalty: 585.104492
	Iteration 28Q: 3 clusters Score -37594.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37635.578125 Penalty: 585.104492
	Iteration 29Q: 3 clusters Score -37635.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37660.812500 Penalty: 585.104492
	Iteration 30Q: 3 clusters Score -37660.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37685.179688 Penalty: 585.104492
	Iteration 31Q: 3 clusters Score -37685.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37709.453125 Penalty: 585.104492
	Iteration 32Q: 3 clusters Score -37709.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37727.195312 Penalty: 585.104492
	Iteration 33Q: 3 clusters Score -37727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37742.070312 Penalty: 585.104492
	Iteration 34Q: 3 clusters Score -37742.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37746.679688 Penalty: 585.104492
	Iteration 35Q: 3 clusters Score -37746.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37750.878906 Penalty: 585.104492
	Iteration 36Q: 3 clusters Score -37750.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37757.343750 Penalty: 585.104492
	Iteration 37Q: 3 clusters Score -37757.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37760.210938 Penalty: 585.104492
	Iteration 38Q: 3 clusters Score -37760.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37761.687500 Penalty: 585.104492
	Iteration 39Q: 3 clusters Score -37761.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37762.136719 Penalty: 585.104492
	Iteration 40F: 3 clusters Score -37762.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37762.523438 Penalty: 585.104492
	Iteration 41Q: 3 clusters Score -37762.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37762.972656 Penalty: 585.104492
	Iteration 42Q: 3 clusters Score -37762.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37763.363281 Penalty: 585.104492
	Iteration 43Q: 3 clusters Score -37763.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37763.363281 Penalty: 585.104492
	Iteration 44F: 3 clusters Score -37763.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Entering Unmasked Estep 
Score: -53288080.000000 Penalty: 36799.214844
Splitting cluster 29 changes total score from -53287492.000000 to -53288080.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 30 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -41880.671875 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -41880.67 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 332 members 
Entering Unmasked Estep 
Score: -41290.125000 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -41290.12 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41508.187500 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -41508.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41555.136719 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -41555.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41588.574219 Penalty: 595.233704
	Iteration 3F: 3 clusters Score -41588.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41609.179688 Penalty: 595.233704
	Iteration 4Q: 3 clusters Score -41609.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41624.136719 Penalty: 595.233704
	Iteration 5Q: 3 clusters Score -41624.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41642.746094 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -41642.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41676.718750 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -41676.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41736.460938 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -41736.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41803.273438 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -41803.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41901.519531 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -41901.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41954.128906 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -41954.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42030.074219 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -42030.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42049.484375 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -42049.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42059.046875 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -42059.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42071.371094 Penalty: 595.233704
	Iteration 15Q: 3 clusters Score -42071.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42077.171875 Penalty: 595.233704
	Iteration 16Q: 3 clusters Score -42077.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -42078.269531 Penalty: 595.233704
	Iteration 17Q: 3 clusters Score -42078.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42082.835938 Penalty: 595.233704
	Iteration 18Q: 3 clusters Score -42082.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42085.113281 Penalty: 595.233704
	Iteration 19Q: 3 clusters Score -42085.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42094.484375 Penalty: 595.233704
	Iteration 20F: 3 clusters Score -42094.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42110.523438 Penalty: 595.233704
	Iteration 21Q: 3 clusters Score -42110.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42115.242188 Penalty: 595.233704
	Iteration 22Q: 3 clusters Score -42115.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42115.781250 Penalty: 595.233704
	Iteration 23Q: 3 clusters Score -42115.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42115.781250 Penalty: 595.233704
	Iteration 24F: 3 clusters Score -42115.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Entering Unmasked Estep 
Score: -53287996.000000 Penalty: 37422.929688
Splitting cluster 30 changes total score from -53287492.000000 to -53287996.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 32 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14455.246094 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14455.25 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 146 members 
Entering Unmasked Estep 
Score: -14169.146484 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14169.15 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14325.836914 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14325.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14358.796875 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14387.289062 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14387.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14411.804688 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14431.318359 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14431.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14438.368164 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14438.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14465.135742 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14465.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14495.662109 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14495.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14497.871094 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14497.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14497.871094 Penalty: 511.126190
	Iteration 10F: 3 clusters Score -14497.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Entering Unmasked Estep 
Score: -53287688.000000 Penalty: 38046.648438
Splitting cluster 32 changes total score from -53287492.000000 to -53287688.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 33 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -34569.550781 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -34569.55 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 281 members 
Entering Unmasked Estep 
Score: -34043.937500 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -34043.94 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34296.718750 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -34296.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34480.371094 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -34480.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34534.105469 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -34534.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34552.527344 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -34552.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34575.015625 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -34575.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34582.652344 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -34582.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34586.753906 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -34586.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34591.699219 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -34591.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34597.644531 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -34597.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34600.886719 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -34600.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34600.886719 Penalty: 576.972717
	Iteration 11F: 3 clusters Score -34600.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 190 members 
Entering Unmasked Estep 
Score: -53287412.000000 Penalty: 38670.363281
Splitting cluster 33 changes total score from -53287492.000000 to -53287412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (77397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Entering Unmasked Estep 
Score: -4862868.500000 Penalty: 512.179993
	Iteration 0F: 2 clusters Score -4862868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -4810735.500000 Penalty: 1024.359985
	Iteration 0F: 3 clusters Score -4810736 nChanged 37726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -4835138.000000 Penalty: 1024.359985
	Iteration 1F: 3 clusters Score -4835138 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -4837805.000000 Penalty: 1024.359985
	Iteration 2F: 3 clusters Score -4837805 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -4842605.000000 Penalty: 1024.359985
	Iteration 3F: 3 clusters Score -4842605 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -4849081.500000 Penalty: 1024.359985
	Iteration 4F: 3 clusters Score -4849082 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -4854743.000000 Penalty: 1024.359985
	Iteration 5F: 3 clusters Score -4854743 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -4858063.500000 Penalty: 1024.359985
	Iteration 6Q: 3 clusters Score -4858064 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -4859678.000000 Penalty: 1024.359985
	Iteration 7Q: 3 clusters Score -4859678 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -4860496.000000 Penalty: 1024.359985
	Iteration 8Q: 3 clusters Score -4860496 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -4860985.000000 Penalty: 1024.359985
	Iteration 9Q: 3 clusters Score -4860985 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -4861341.000000 Penalty: 1024.359985
	Iteration 10Q: 3 clusters Score -4861341 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -4861590.500000 Penalty: 1024.359985
	Iteration 11Q: 3 clusters Score -4861590 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -4861807.500000 Penalty: 1024.359985
	Iteration 12Q: 3 clusters Score -4861808 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -4861955.000000 Penalty: 1024.359985
	Iteration 13Q: 3 clusters Score -4861955 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -4862063.000000 Penalty: 1024.359985
	Iteration 14Q: 3 clusters Score -4862063 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -4862154.500000 Penalty: 1024.359985
	Iteration 15Q: 3 clusters Score -4862154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -4862213.500000 Penalty: 1024.359985
	Iteration 16Q: 3 clusters Score -4862214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -4862272.500000 Penalty: 1024.359985
	Iteration 17Q: 3 clusters Score -4862272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -4862312.500000 Penalty: 1024.359985
	Iteration 18Q: 3 clusters Score -4862312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -4862342.500000 Penalty: 1024.359985
	Iteration 19Q: 3 clusters Score -4862342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -4862357.500000 Penalty: 1024.359985
	Iteration 20F: 3 clusters Score -4862358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -4862364.000000 Penalty: 1024.359985
	Iteration 21Q: 3 clusters Score -4862364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -4862375.000000 Penalty: 1024.359985
	Iteration 22Q: 3 clusters Score -4862375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -4862385.500000 Penalty: 1024.359985
	Iteration 23Q: 3 clusters Score -4862386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -4862389.500000 Penalty: 1024.359985
	Iteration 24Q: 3 clusters Score -4862390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -4862390.000000 Penalty: 1024.359985
	Iteration 25Q: 3 clusters Score -4862390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -4862398.500000 Penalty: 1024.359985
	Iteration 26Q: 3 clusters Score -4862398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -4862405.000000 Penalty: 1024.359985
	Iteration 27Q: 3 clusters Score -4862405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -4862405.500000 Penalty: 1024.359985
	Iteration 28Q: 3 clusters Score -4862406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -4862412.500000 Penalty: 1024.359985
	Iteration 29Q: 3 clusters Score -4862412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -4862415.500000 Penalty: 1024.359985
	Iteration 30Q: 3 clusters Score -4862416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -4862414.500000 Penalty: 1024.359985
	Iteration 31Q: 3 clusters Score -4862414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -4862413.500000 Penalty: 1024.359985
	Iteration 32Q: 3 clusters Score -4862414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -4862416.500000 Penalty: 1024.359985
	Iteration 33Q: 3 clusters Score -4862416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -4862420.500000 Penalty: 1024.359985
	Iteration 34Q: 3 clusters Score -4862420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -4862419.000000 Penalty: 1024.359985
	Iteration 35Q: 3 clusters Score -4862419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -4862426.500000 Penalty: 1024.359985
	Iteration 36Q: 3 clusters Score -4862426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -4862425.000000 Penalty: 1024.359985
	Iteration 37Q: 3 clusters Score -4862425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -4862425.500000 Penalty: 1024.359985
	Iteration 38Q: 3 clusters Score -4862426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -4862425.500000 Penalty: 1024.359985
	Iteration 39F: 3 clusters Score -4862426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (85039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Entering Unmasked Estep 
Score: -5305255.000000 Penalty: 516.464355
	Iteration 0F: 2 clusters Score -5305255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5249068.500000 Penalty: 1032.928711
	Iteration 0F: 3 clusters Score -5249068 nChanged 41376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -5273127.000000 Penalty: 1032.928711
	Iteration 1F: 3 clusters Score -5273127 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -5273583.000000 Penalty: 1032.928711
	Iteration 2Q: 3 clusters Score -5273583 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -5274136.500000 Penalty: 1032.928711
	Iteration 3Q: 3 clusters Score -5274136 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -5274840.000000 Penalty: 1032.928711
	Iteration 4Q: 3 clusters Score -5274840 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -5276040.500000 Penalty: 1032.928711
	Iteration 5Q: 3 clusters Score -5276040 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -5278528.000000 Penalty: 1032.928711
	Iteration 6F: 3 clusters Score -5278528 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -5283501.500000 Penalty: 1032.928711
	Iteration 7F: 3 clusters Score -5283502 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -5290370.500000 Penalty: 1032.928711
	Iteration 8F: 3 clusters Score -5290370 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -5294739.500000 Penalty: 1032.928711
	Iteration 9F: 3 clusters Score -5294740 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -5296096.000000 Penalty: 1032.928711
	Iteration 10Q: 3 clusters Score -5296096 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -5296841.000000 Penalty: 1032.928711
	Iteration 11Q: 3 clusters Score -5296841 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -5297373.000000 Penalty: 1032.928711
	Iteration 12Q: 3 clusters Score -5297373 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -5297799.000000 Penalty: 1032.928711
	Iteration 13Q: 3 clusters Score -5297799 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5298128.500000 Penalty: 1032.928711
	Iteration 14Q: 3 clusters Score -5298128 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -5298338.500000 Penalty: 1032.928711
	Iteration 15Q: 3 clusters Score -5298338 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -5298521.000000 Penalty: 1032.928711
	Iteration 16Q: 3 clusters Score -5298521 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -5298701.500000 Penalty: 1032.928711
	Iteration 17Q: 3 clusters Score -5298702 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -5298882.500000 Penalty: 1032.928711
	Iteration 18Q: 3 clusters Score -5298882 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -5299044.500000 Penalty: 1032.928711
	Iteration 19Q: 3 clusters Score -5299044 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5299223.000000 Penalty: 1032.928711
	Iteration 20F: 3 clusters Score -5299223 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -5299420.000000 Penalty: 1032.928711
	Iteration 21Q: 3 clusters Score -5299420 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5299560.000000 Penalty: 1032.928711
	Iteration 22Q: 3 clusters Score -5299560 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5299676.500000 Penalty: 1032.928711
	Iteration 23Q: 3 clusters Score -5299676 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -5299821.000000 Penalty: 1032.928711
	Iteration 24Q: 3 clusters Score -5299821 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5299943.500000 Penalty: 1032.928711
	Iteration 25Q: 3 clusters Score -5299944 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5300053.500000 Penalty: 1032.928711
	Iteration 26Q: 3 clusters Score -5300054 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5300180.000000 Penalty: 1032.928711
	Iteration 27Q: 3 clusters Score -5300180 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5300238.500000 Penalty: 1032.928711
	Iteration 28Q: 3 clusters Score -5300238 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5300341.500000 Penalty: 1032.928711
	Iteration 29Q: 3 clusters Score -5300342 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5300424.000000 Penalty: 1032.928711
	Iteration 30Q: 3 clusters Score -5300424 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -5300541.000000 Penalty: 1032.928711
	Iteration 31Q: 3 clusters Score -5300541 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -5300631.500000 Penalty: 1032.928711
	Iteration 32Q: 3 clusters Score -5300632 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -5300689.500000 Penalty: 1032.928711
	Iteration 33Q: 3 clusters Score -5300690 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5300743.000000 Penalty: 1032.928711
	Iteration 34Q: 3 clusters Score -5300743 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -5300818.000000 Penalty: 1032.928711
	Iteration 35Q: 3 clusters Score -5300818 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5300903.500000 Penalty: 1032.928711
	Iteration 36Q: 3 clusters Score -5300904 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -5300977.500000 Penalty: 1032.928711
	Iteration 37Q: 3 clusters Score -5300978 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5300965.000000 Penalty: 1032.928711
	Iteration 38Q: 3 clusters Score -5300965 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5301072.500000 Penalty: 1032.928711
	Iteration 39Q: 3 clusters Score -5301072 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5301126.000000 Penalty: 1032.928711
	Iteration 40F: 3 clusters Score -5301126 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5301203.000000 Penalty: 1032.928711
	Iteration 41Q: 3 clusters Score -5301203 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5301302.000000 Penalty: 1032.928711
	Iteration 42Q: 3 clusters Score -5301302 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -5301419.000000 Penalty: 1032.928711
	Iteration 43Q: 3 clusters Score -5301419 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5301577.000000 Penalty: 1032.928711
	Iteration 44Q: 3 clusters Score -5301577 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5301758.000000 Penalty: 1032.928711
	Iteration 45Q: 3 clusters Score -5301758 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5301981.500000 Penalty: 1032.928711
	Iteration 46Q: 3 clusters Score -5301982 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -5302212.000000 Penalty: 1032.928711
	Iteration 47Q: 3 clusters Score -5302212 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -5302353.000000 Penalty: 1032.928711
	Iteration 48Q: 3 clusters Score -5302353 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5302587.500000 Penalty: 1032.928711
	Iteration 49Q: 3 clusters Score -5302588 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -5302730.500000 Penalty: 1032.928711
	Iteration 50Q: 3 clusters Score -5302730 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -5303143.500000 Penalty: 1032.928711
	Iteration 51Q: 3 clusters Score -5303144 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -5303460.000000 Penalty: 1032.928711
	Iteration 52Q: 3 clusters Score -5303460 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -5303730.000000 Penalty: 1032.928711
	Iteration 53Q: 3 clusters Score -5303730 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -5303957.000000 Penalty: 1032.928711
	Iteration 54Q: 3 clusters Score -5303957 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5304151.000000 Penalty: 1032.928711
	Iteration 55Q: 3 clusters Score -5304151 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5304363.000000 Penalty: 1032.928711
	Iteration 56Q: 3 clusters Score -5304363 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5304553.500000 Penalty: 1032.928711
	Iteration 57Q: 3 clusters Score -5304554 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5304687.500000 Penalty: 1032.928711
	Iteration 58Q: 3 clusters Score -5304688 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5304744.000000 Penalty: 1032.928711
	Iteration 59Q: 3 clusters Score -5304744 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5304806.000000 Penalty: 1032.928711
	Iteration 60F: 3 clusters Score -5304806 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5304850.000000 Penalty: 1032.928711
	Iteration 61Q: 3 clusters Score -5304850 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5304893.000000 Penalty: 1032.928711
	Iteration 62Q: 3 clusters Score -5304893 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5304940.000000 Penalty: 1032.928711
	Iteration 63Q: 3 clusters Score -5304940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5304958.500000 Penalty: 1032.928711
	Iteration 64Q: 3 clusters Score -5304958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5304966.000000 Penalty: 1032.928711
	Iteration 65Q: 3 clusters Score -5304966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5304966.500000 Penalty: 1032.928711
	Iteration 66Q: 3 clusters Score -5304966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5304963.500000 Penalty: 1032.928711
	Iteration 67Q: 3 clusters Score -5304964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5304956.000000 Penalty: 1032.928711
	Iteration 68Q: 3 clusters Score -5304956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5304952.500000 Penalty: 1032.928711
	Iteration 69Q: 3 clusters Score -5304952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5304954.000000 Penalty: 1032.928711
	Iteration 70Q: 3 clusters Score -5304954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5304957.000000 Penalty: 1032.928711
	Iteration 71Q: 3 clusters Score -5304957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5304958.500000 Penalty: 1032.928711
	Iteration 72Q: 3 clusters Score -5304958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5304958.500000 Penalty: 1032.928711
	Iteration 73Q: 3 clusters Score -5304958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5304952.500000 Penalty: 1032.928711
	Iteration 74Q: 3 clusters Score -5304952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5304955.000000 Penalty: 1032.928711
	Iteration 75Q: 3 clusters Score -5304955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5304961.500000 Penalty: 1032.928711
	Iteration 76Q: 3 clusters Score -5304962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5304962.500000 Penalty: 1032.928711
	Iteration 77Q: 3 clusters Score -5304962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5304970.000000 Penalty: 1032.928711
	Iteration 78Q: 3 clusters Score -5304970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5304964.000000 Penalty: 1032.928711
	Iteration 79Q: 3 clusters Score -5304964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5304963.000000 Penalty: 1032.928711
	Iteration 80F: 3 clusters Score -5304963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5304960.500000 Penalty: 1032.928711
	Iteration 81Q: 3 clusters Score -5304960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5304966.000000 Penalty: 1032.928711
	Iteration 82Q: 3 clusters Score -5304966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5304960.000000 Penalty: 1032.928711
	Iteration 83Q: 3 clusters Score -5304960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5304971.500000 Penalty: 1032.928711
	Iteration 84Q: 3 clusters Score -5304972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5304958.500000 Penalty: 1032.928711
	Iteration 85Q: 3 clusters Score -5304958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5304961.000000 Penalty: 1032.928711
	Iteration 86Q: 3 clusters Score -5304961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5304964.000000 Penalty: 1032.928711
	Iteration 87Q: 3 clusters Score -5304964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5304966.000000 Penalty: 1032.928711
	Iteration 88Q: 3 clusters Score -5304966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5304967.000000 Penalty: 1032.928711
	Iteration 89Q: 3 clusters Score -5304967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5304968.000000 Penalty: 1032.928711
	Iteration 90Q: 3 clusters Score -5304968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5304968.000000 Penalty: 1032.928711
	Iteration 91F: 3 clusters Score -5304968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -32605.626953 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -32605.63 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 245 members 
Entering Unmasked Estep 
Score: -32127.919922 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -32127.92 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32272.767578 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -32272.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32300.447266 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -32300.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32323.179688 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -32323.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32343.119141 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -32343.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32356.457031 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -32356.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32361.542969 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -32361.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32364.927734 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -32364.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32366.187500 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -32366.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32367.115234 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -32367.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32368.111328 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -32368.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32368.873047 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -32368.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32371.789062 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -32371.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32374.375000 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -32374.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32376.953125 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -32376.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32377.281250 Penalty: 563.690918
	Iteration 15Q: 3 clusters Score -32377.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32377.281250 Penalty: 563.690918
	Iteration 16F: 3 clusters Score -32377.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -25977.250000 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -25977.25 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 204 members 
Entering Unmasked Estep 
Score: -25544.376953 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25544.38 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25670.628906 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25670.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25721.179688 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25721.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25767.095703 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -25767.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25841.142578 Penalty: 548.353821
	Iteration 4F: 3 clusters Score -25841.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25941.214844 Penalty: 548.353821
	Iteration 5F: 3 clusters Score -25941.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26005.144531 Penalty: 548.353821
	Iteration 6F: 3 clusters Score -26005.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26021.814453 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -26021.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26037.015625 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26037.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26047.978516 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26047.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26057.214844 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26057.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26063.984375 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -26063.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26066.433594 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -26066.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26067.113281 Penalty: 548.353821
	Iteration 13Q: 3 clusters Score -26067.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26067.113281 Penalty: 548.353821
	Iteration 14F: 3 clusters Score -26067.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 267 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 147 members 
Entering Unmasked Estep 
Score: -53287408.000000 Penalty: 38670.363281
Splitting cluster 37 changes total score from -53287492.000000 to -53287408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -14576.881836 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -14576.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14245.616211 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -14245.62 nChanged 95
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: -14375.525391 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -14375.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14422.268555 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -14422.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14448.709961 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -14448.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14467.711914 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -14467.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14483.936523 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -14483.94 nChanged 6
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: -14510.129883 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -14510.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14557.569336 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -14557.57 nChanged 8
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: -14576.241211 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -14576.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14604.048828 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -14604.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14635.569336 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -14635.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14653.721680 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -14653.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14682.142578 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -14682.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14683.768555 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -14683.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14687.460938 Penalty: 507.066010
	Iteration 14F: 3 clusters Score -14687.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14696.014648 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -14696.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14698.820312 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -14698.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14698.820312 Penalty: 507.066010
	Iteration 17F: 3 clusters Score -14698.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 121 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 142 members 
Entering Unmasked Estep 
Score: -53287472.000000 Penalty: 38670.363281
Splitting cluster 38 changes total score from -53287492.000000 to -53287472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -18917.556641 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -18917.56 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 154 members 
Entering Unmasked Estep 
Score: -18593.494141 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -18593.49 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18771.654297 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -18771.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18817.423828 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -18817.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18829.123047 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -18829.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18836.396484 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -18836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18839.468750 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -18839.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18842.849609 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -18842.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18843.361328 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -18843.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18843.361328 Penalty: 521.439087
	Iteration 8F: 3 clusters Score -18843.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -17429.169922 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -17429.17 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 144 members 
Entering Unmasked Estep 
Score: -17086.484375 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -17086.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17234.544922 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -17234.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17261.566406 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -17261.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17282.566406 Penalty: 513.735657
	Iteration 3F: 3 clusters Score -17282.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17291.597656 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -17291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17304.218750 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -17304.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17307.546875 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -17307.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17310.320312 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -17310.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17310.869141 Penalty: 513.735657
	Iteration 8Q: 3 clusters Score -17310.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17314.039062 Penalty: 513.735657
	Iteration 9Q: 3 clusters Score -17314.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17315.337891 Penalty: 513.735657
	Iteration 10Q: 3 clusters Score -17315.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17315.968750 Penalty: 513.735657
	Iteration 11Q: 3 clusters Score -17315.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17317.607422 Penalty: 513.735657
	Iteration 12Q: 3 clusters Score -17317.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17320.656250 Penalty: 513.735657
	Iteration 13Q: 3 clusters Score -17320.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17323.484375 Penalty: 513.735657
	Iteration 14Q: 3 clusters Score -17323.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17327.568359 Penalty: 513.735657
	Iteration 15Q: 3 clusters Score -17327.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17334.373047 Penalty: 513.735657
	Iteration 16Q: 3 clusters Score -17334.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17341.162109 Penalty: 513.735657
	Iteration 17Q: 3 clusters Score -17341.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17344.201172 Penalty: 513.735657
	Iteration 18Q: 3 clusters Score -17344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17344.201172 Penalty: 513.735657
	Iteration 19F: 3 clusters Score -17344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -58185.093750 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -58185.09 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 457 members 
Entering Unmasked Estep 
Score: -57452.933594 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -57452.93 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -57689.867188 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -57689.87 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -57788.207031 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -57788.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -57858.609375 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -57858.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -57896.121094 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -57896.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57924.917969 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -57924.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -57942.960938 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -57942.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -57971.093750 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -57971.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -58004.785156 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -58004.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -58037.578125 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -58037.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -58057.796875 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -58057.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -58071.964844 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -58071.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -58078.804688 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -58078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -58088.304688 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -58088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58099.625000 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -58099.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -58109.769531 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -58109.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -58111.226562 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -58111.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -58114.789062 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -58114.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -58121.683594 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -58121.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -58126.847656 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -58126.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -58127.695312 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -58127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -25653.271484 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -25653.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25218.185547 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -25218.19 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25412.333984 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -25412.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25483.406250 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -25483.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25522.037109 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -25522.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25544.298828 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -25544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25563.128906 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -25563.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25575.900391 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -25575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25590.175781 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -25590.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25612.353516 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -25612.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25630.136719 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -25630.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25633.201172 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -25633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25633.435547 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -25633.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25633.687500 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -25633.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25635.548828 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -25635.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25635.548828 Penalty: 555.941528
	Iteration 14F: 3 clusters Score -25635.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -18785.410156 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -18785.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18435.476562 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -18435.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18619.191406 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -18619.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18659.636719 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -18659.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18679.398438 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -18679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18738.365234 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -18738.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18836.722656 Penalty: 534.618713
	Iteration 5F: 3 clusters Score -18836.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18913.218750 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -18913.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18923.808594 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -18923.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18927.886719 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -18927.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18929.000000 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -18929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18929.000000 Penalty: 534.618713
	Iteration 10F: 3 clusters Score -18929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 143 members 
Entering Unmasked Estep 
Score: -53287528.000000 Penalty: 38670.363281
Splitting cluster 43 changes total score from -53287492.000000 to -53287528.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 44 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -33904.292969 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -33904.29 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 235 members 
Entering Unmasked Estep 
Score: -33443.925781 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -33443.93 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33555.546875 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -33555.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33602.718750 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -33602.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33624.613281 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -33624.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33638.445312 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -33638.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33641.980469 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -33641.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33642.550781 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -33642.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33643.007812 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -33643.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33643.007812 Penalty: 558.729492
	Iteration 8F: 3 clusters Score -33643.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -23563.044922 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -23563.04 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 197 members 
Entering Unmasked Estep 
Score: -23156.808594 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -23156.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23274.718750 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -23274.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23325.767578 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -23325.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23345.382812 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -23345.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23358.898438 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -23358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23363.794922 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -23363.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23365.867188 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -23365.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23365.867188 Penalty: 539.592651
	Iteration 7F: 3 clusters Score -23365.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -59587.011719 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -59587.01 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 454 members 
Entering Unmasked Estep 
Score: -58825.742188 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -58825.74 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59046.425781 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -59046.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59104.363281 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -59104.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59167.464844 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -59167.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59235.933594 Penalty: 620.720764
	Iteration 4F: 3 clusters Score -59235.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59287.222656 Penalty: 620.720764
	Iteration 5F: 3 clusters Score -59287.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59328.656250 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -59328.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -59372.570312 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -59372.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59397.222656 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -59397.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -59409.082031 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -59409.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59412.125000 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -59412.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59412.851562 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -59412.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59412.851562 Penalty: 620.720764
	Iteration 12F: 3 clusters Score -59412.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -75301.125000 Penalty: 326.449951
	Iteration 0F: 2 clusters Score -75301.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74291.265625 Penalty: 652.899902
	Iteration 0F: 3 clusters Score -74291.27 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74574.578125 Penalty: 652.899902
	Iteration 1F: 3 clusters Score -74574.58 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -74629.703125 Penalty: 652.899902
	Iteration 2F: 3 clusters Score -74629.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74676.718750 Penalty: 652.899902
	Iteration 3F: 3 clusters Score -74676.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74711.843750 Penalty: 652.899902
	Iteration 4F: 3 clusters Score -74711.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74736.335938 Penalty: 652.899902
	Iteration 5Q: 3 clusters Score -74736.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74754.000000 Penalty: 652.899902
	Iteration 6Q: 3 clusters Score -74754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74772.679688 Penalty: 652.899902
	Iteration 7Q: 3 clusters Score -74772.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74794.601562 Penalty: 652.899902
	Iteration 8Q: 3 clusters Score -74794.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74817.289062 Penalty: 652.899902
	Iteration 9Q: 3 clusters Score -74817.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74834.218750 Penalty: 652.899902
	Iteration 10Q: 3 clusters Score -74834.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74864.585938 Penalty: 652.899902
	Iteration 11Q: 3 clusters Score -74864.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74910.867188 Penalty: 652.899902
	Iteration 12Q: 3 clusters Score -74910.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74945.453125 Penalty: 652.899902
	Iteration 13Q: 3 clusters Score -74945.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74972.476562 Penalty: 652.899902
	Iteration 14Q: 3 clusters Score -74972.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74984.562500 Penalty: 652.899902
	Iteration 15Q: 3 clusters Score -74984.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74999.140625 Penalty: 652.899902
	Iteration 16Q: 3 clusters Score -74999.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75021.453125 Penalty: 652.899902
	Iteration 17Q: 3 clusters Score -75021.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -75038.992188 Penalty: 652.899902
	Iteration 18Q: 3 clusters Score -75038.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -75051.281250 Penalty: 652.899902
	Iteration 19Q: 3 clusters Score -75051.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -75064.734375 Penalty: 652.899902
	Iteration 20F: 3 clusters Score -75064.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -75070.843750 Penalty: 652.899902
	Iteration 21Q: 3 clusters Score -75070.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -75075.101562 Penalty: 652.899902
	Iteration 22Q: 3 clusters Score -75075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -75080.281250 Penalty: 652.899902
	Iteration 23Q: 3 clusters Score -75080.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -75082.460938 Penalty: 652.899902
	Iteration 24Q: 3 clusters Score -75082.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -75083.179688 Penalty: 652.899902
	Iteration 25Q: 3 clusters Score -75083.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -75083.835938 Penalty: 652.899902
	Iteration 26Q: 3 clusters Score -75083.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -75085.875000 Penalty: 652.899902
	Iteration 27Q: 3 clusters Score -75085.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -75089.648438 Penalty: 652.899902
	Iteration 28Q: 3 clusters Score -75089.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -75092.031250 Penalty: 652.899902
	Iteration 29Q: 3 clusters Score -75092.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -75092.031250 Penalty: 652.899902
	Iteration 30F: 3 clusters Score -75092.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -28198.345703 Penalty: 276.844727
	Iteration 0F: 2 clusters Score -28198.35 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 213 members 
Entering Unmasked Estep 
Score: -27749.664062 Penalty: 553.689453
	Iteration 0F: 3 clusters Score -27749.66 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27878.656250 Penalty: 553.689453
	Iteration 1F: 3 clusters Score -27878.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27914.896484 Penalty: 553.689453
	Iteration 2F: 3 clusters Score -27914.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27943.460938 Penalty: 553.689453
	Iteration 3F: 3 clusters Score -27943.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27955.812500 Penalty: 553.689453
	Iteration 4Q: 3 clusters Score -27955.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27967.576172 Penalty: 553.689453
	Iteration 5Q: 3 clusters Score -27967.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27978.640625 Penalty: 553.689453
	Iteration 6Q: 3 clusters Score -27978.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27993.589844 Penalty: 553.689453
	Iteration 7Q: 3 clusters Score -27993.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28004.195312 Penalty: 553.689453
	Iteration 8Q: 3 clusters Score -28004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28011.099609 Penalty: 553.689453
	Iteration 9Q: 3 clusters Score -28011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28028.183594 Penalty: 553.689453
	Iteration 10Q: 3 clusters Score -28028.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28040.378906 Penalty: 553.689453
	Iteration 11Q: 3 clusters Score -28040.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28045.171875 Penalty: 553.689453
	Iteration 12Q: 3 clusters Score -28045.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28049.896484 Penalty: 553.689453
	Iteration 13Q: 3 clusters Score -28049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28052.357422 Penalty: 553.689453
	Iteration 14Q: 3 clusters Score -28052.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28054.041016 Penalty: 553.689453
	Iteration 15Q: 3 clusters Score -28054.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28055.183594 Penalty: 553.689453
	Iteration 16Q: 3 clusters Score -28055.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28055.023438 Penalty: 553.689453
	Iteration 17Q: 3 clusters Score -28055.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28055.023438 Penalty: 553.689453
	Iteration 18F: 3 clusters Score -28055.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -21980.542969 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -21980.54 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 176 members 
Entering Unmasked Estep 
Score: -21596.347656 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -21596.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21698.832031 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -21698.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21718.693359 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -21718.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21730.974609 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -21730.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21739.978516 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -21739.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21752.384766 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -21752.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21760.935547 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -21760.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21767.007812 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -21767.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21778.033203 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -21778.03 nChanged 7
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: -21786.445312 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -21786.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21793.404297 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -21793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21795.685547 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -21795.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21797.548828 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -21797.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21799.421875 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -21799.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21802.791016 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -21802.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21808.511719 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -21808.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21811.193359 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -21811.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21814.705078 Penalty: 533.590454
	Iteration 17Q: 3 clusters Score -21814.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21815.822266 Penalty: 533.590454
	Iteration 18Q: 3 clusters Score -21815.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21816.242188 Penalty: 533.590454
	Iteration 19Q: 3 clusters Score -21816.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21816.988281 Penalty: 533.590454
	Iteration 20F: 3 clusters Score -21816.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21818.291016 Penalty: 533.590454
	Iteration 21Q: 3 clusters Score -21818.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21818.291016 Penalty: 533.590454
	Iteration 22F: 3 clusters Score -21818.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -22406.039062 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -22406.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21990.769531 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -21990.77 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22362.771484 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -22362.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22455.267578 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -22455.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22516.375000 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -22516.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22574.589844 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -22574.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22596.025391 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -22596.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22620.328125 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -22620.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22644.222656 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -22644.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22652.748047 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -22652.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22660.890625 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -22660.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22670.843750 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -22670.84 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: -22675.818359 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -22675.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22678.320312 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -22678.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22681.162109 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -22681.16 nChanged 3
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: -22686.392578 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -22686.39 nChanged 1
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: -22688.701172 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -22688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22689.228516 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -22689.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22689.267578 Penalty: 568.395691
	Iteration 17F: 3 clusters Score -22689.27 nChanged 1
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: -22691.052734 Penalty: 568.395691
	Iteration 18Q: 3 clusters Score -22691.05 nChanged 0
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: -22691.052734 Penalty: 568.395691
	Iteration 19F: 3 clusters Score -22691.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 281 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 235 members 
Entering Unmasked Estep 
Score: -53287460.000000 Penalty: 39294.078125
Splitting cluster 50 changes total score from -53287492.000000 to -53287460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -8308.801758 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -8308.802 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 97 members 
Entering Unmasked Estep 
Score: -8066.487305 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8066.487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8152.297363 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -8152.297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8173.492676 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -8173.493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8198.403320 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -8198.403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8200.686523 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -8200.687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8205.628906 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -8205.629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8210.283203 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -8210.283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8211.173828 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -8211.174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8214.691406 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -8214.691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8216.148438 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -8216.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8220.782227 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -8220.782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8227.168945 Penalty: 474.063232
	Iteration 11Q: 3 clusters Score -8227.169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8246.301758 Penalty: 474.063232
	Iteration 12Q: 3 clusters Score -8246.302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8282.528320 Penalty: 474.063232
	Iteration 13F: 3 clusters Score -8282.528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8336.297852 Penalty: 474.063232
	Iteration 14Q: 3 clusters Score -8336.298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8344.057617 Penalty: 474.063232
	Iteration 15Q: 3 clusters Score -8344.058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8346.565430 Penalty: 474.063232
	Iteration 16Q: 3 clusters Score -8346.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8346.565430 Penalty: 474.063232
	Iteration 17F: 3 clusters Score -8346.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 114 members 
Entering Unmasked Estep 
Score: -53287212.000000 Penalty: 39294.078125
Splitting cluster 51 changes total score from -53287492.000000 to -53287212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11740.617188 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11740.62 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 111 members 
Entering Unmasked Estep 
Score: -11489.441406 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11489.44 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11698.250000 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11698.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11819.315430 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11819.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11943.071289 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11943.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11965.612305 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11965.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11972.418945 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11972.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11975.266602 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11975.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11975.266602 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -11975.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 75312 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 213 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 328 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 72 members 
Entering Unmasked Estep 
Score: -53287436.000000 Penalty: 39294.078125
Splitting cluster 52 changes total score from -53287492.000000 to -53287436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -70399.968750 Penalty: 318.098572
	Iteration 0F: 2 clusters Score -70399.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -69512.601562 Penalty: 636.197144
	Iteration 0F: 3 clusters Score -69512.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69820.007812 Penalty: 636.197144
	Iteration 1F: 3 clusters Score -69820.01 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -69899.617188 Penalty: 636.197144
	Iteration 2F: 3 clusters Score -69899.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -69973.679688 Penalty: 636.197144
	Iteration 3F: 3 clusters Score -69973.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -70045.664062 Penalty: 636.197144
	Iteration 4F: 3 clusters Score -70045.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -70119.937500 Penalty: 636.197144
	Iteration 5F: 3 clusters Score -70119.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70164.117188 Penalty: 636.197144
	Iteration 6Q: 3 clusters Score -70164.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -70184.632812 Penalty: 636.197144
	Iteration 7Q: 3 clusters Score -70184.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -70201.914062 Penalty: 636.197144
	Iteration 8Q: 3 clusters Score -70201.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -70209.578125 Penalty: 636.197144
	Iteration 9Q: 3 clusters Score -70209.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -70211.421875 Penalty: 636.197144
	Iteration 10Q: 3 clusters Score -70211.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -70212.984375 Penalty: 636.197144
	Iteration 11Q: 3 clusters Score -70212.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -70215.007812 Penalty: 636.197144
	Iteration 12Q: 3 clusters Score -70215.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -70217.164062 Penalty: 636.197144
	Iteration 13Q: 3 clusters Score -70217.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -70220.726562 Penalty: 636.197144
	Iteration 14Q: 3 clusters Score -70220.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -70222.304688 Penalty: 636.197144
	Iteration 15Q: 3 clusters Score -70222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -70223.929688 Penalty: 636.197144
	Iteration 16Q: 3 clusters Score -70223.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -70225.421875 Penalty: 636.197144
	Iteration 17Q: 3 clusters Score -70225.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -70227.023438 Penalty: 636.197144
	Iteration 18Q: 3 clusters Score -70227.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -70228.468750 Penalty: 636.197144
	Iteration 19Q: 3 clusters Score -70228.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -70228.875000 Penalty: 636.197144
	Iteration 20F: 3 clusters Score -70228.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -46692.175781 Penalty: 300.045807
	Iteration 0F: 2 clusters Score -46692.18 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 378 members 
Entering Unmasked Estep 
Score: -46075.589844 Penalty: 600.091614
	Iteration 0F: 3 clusters Score -46075.59 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46323.531250 Penalty: 600.091614
	Iteration 1F: 3 clusters Score -46323.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46396.886719 Penalty: 600.091614
	Iteration 2F: 3 clusters Score -46396.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46430.738281 Penalty: 600.091614
	Iteration 3F: 3 clusters Score -46430.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46458.164062 Penalty: 600.091614
	Iteration 4F: 3 clusters Score -46458.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46471.082031 Penalty: 600.091614
	Iteration 5Q: 3 clusters Score -46471.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46483.398438 Penalty: 600.091614
	Iteration 6Q: 3 clusters Score -46483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -46488.851562 Penalty: 600.091614
	Iteration 7Q: 3 clusters Score -46488.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46497.457031 Penalty: 600.091614
	Iteration 8Q: 3 clusters Score -46497.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -46508.769531 Penalty: 600.091614
	Iteration 9Q: 3 clusters Score -46508.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46516.195312 Penalty: 600.091614
	Iteration 10Q: 3 clusters Score -46516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -46522.105469 Penalty: 600.091614
	Iteration 11Q: 3 clusters Score -46522.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -46525.238281 Penalty: 600.091614
	Iteration 12Q: 3 clusters Score -46525.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -46530.351562 Penalty: 600.091614
	Iteration 13Q: 3 clusters Score -46530.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -46531.437500 Penalty: 600.091614
	Iteration 14Q: 3 clusters Score -46531.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -46535.558594 Penalty: 600.091614
	Iteration 15Q: 3 clusters Score -46535.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46540.707031 Penalty: 600.091614
	Iteration 16Q: 3 clusters Score -46540.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46548.066406 Penalty: 600.091614
	Iteration 17Q: 3 clusters Score -46548.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -46555.414062 Penalty: 600.091614
	Iteration 18Q: 3 clusters Score -46555.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46557.781250 Penalty: 600.091614
	Iteration 19Q: 3 clusters Score -46557.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46561.992188 Penalty: 600.091614
	Iteration 20F: 3 clusters Score -46561.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -46563.644531 Penalty: 600.091614
	Iteration 21Q: 3 clusters Score -46563.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -46567.718750 Penalty: 600.091614
	Iteration 22Q: 3 clusters Score -46567.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -46569.843750 Penalty: 600.091614
	Iteration 23Q: 3 clusters Score -46569.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -46573.011719 Penalty: 600.091614
	Iteration 24Q: 3 clusters Score -46573.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -46574.113281 Penalty: 600.091614
	Iteration 25Q: 3 clusters Score -46574.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46575.757812 Penalty: 600.091614
	Iteration 26Q: 3 clusters Score -46575.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -46577.437500 Penalty: 600.091614
	Iteration 27Q: 3 clusters Score -46577.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -46578.636719 Penalty: 600.091614
	Iteration 28Q: 3 clusters Score -46578.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46579.960938 Penalty: 600.091614
	Iteration 29Q: 3 clusters Score -46579.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46580.410156 Penalty: 600.091614
	Iteration 30Q: 3 clusters Score -46580.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46580.410156 Penalty: 600.091614
	Iteration 31F: 3 clusters Score -46580.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 72912 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 94374 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 79353 members 
Mstep: Class 16 contains 80363 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17138 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 401 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 376 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77397 members 
Mstep: Class 35 contains 85039 members 
Mstep: Class 36 contains 490 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 376 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 516 members 
Mstep: Class 51 contains 183 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288092.000000 Penalty: 38670.363281
Iteration 199Q: 63 clusters Score -5.328809e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 226 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 98134 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 73641 members 
Mstep: Class 9 contains 80793 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 184 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 93545 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 79347 members 
Mstep: Class 16 contains 80281 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5437 members 
Mstep: Class 20 contains 87097 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17183 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 1208 members 
Mstep: Class 27 contains 399 members 
Mstep: Class 28 contains 101 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 103 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77755 members 
Mstep: Class 35 contains 85998 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 284 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 453 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 375 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1310 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 514 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1093 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 175 members 
Mstep: Class 56 contains 74706 members 
Mstep: Class 57 contains 167 members 
Mstep: Class 58 contains 205 members 
Mstep: Class 59 contains 243 members 
Mstep: Class 60 contains 316 members 
Mstep: Class 61 contains 169 members 
Mstep: Class 62 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289460.000000 Penalty: 38670.363281
Iteration 200F: 63 clusters Score -5.328946e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 400 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 96835 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 74373 members 
Mstep: Class 9 contains 80671 members 
Mstep: Class 10 contains 16737 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 193 members 
Mstep: Class 13 contains 93293 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 79185 members 
Mstep: Class 16 contains 80031 members 
Mstep: Class 17 contains 127 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5457 members 
Mstep: Class 20 contains 87043 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 17077 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 392 members 
Mstep: Class 28 contains 111 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 356 members 
Mstep: Class 32 contains 100 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77696 members 
Mstep: Class 35 contains 85369 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 282 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1312 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 347 members 
Mstep: Class 50 contains 507 members 
Mstep: Class 51 contains 187 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1090 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 190 members 
Mstep: Class 56 contains 77126 members 
Mstep: Class 57 contains 173 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 340 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290484.000000 Penalty: 38670.363281
Iteration 201Q: 63 clusters Score -5.329048e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 219 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 95740 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 75109 members 
Mstep: Class 9 contains 80526 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 92851 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 79063 members 
Mstep: Class 16 contains 79817 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 87041 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16963 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 1168 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 111 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 359 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 567 members 
Mstep: Class 34 contains 77616 members 
Mstep: Class 35 contains 85040 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 282 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1321 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 346 members 
Mstep: Class 50 contains 501 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1092 members 
Mstep: Class 54 contains 729 members 
Mstep: Class 55 contains 197 members 
Mstep: Class 56 contains 79106 members 
Mstep: Class 57 contains 175 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 354 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291124.000000 Penalty: 38670.363281
Iteration 202Q: 63 clusters Score -5.329112e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 94837 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 75860 members 
Mstep: Class 9 contains 80411 members 
Mstep: Class 10 contains 16251 members 
Mstep: Class 11 contains 188 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 92270 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 79025 members 
Mstep: Class 16 contains 79570 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 87103 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16862 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 77503 members 
Mstep: Class 35 contains 84509 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 299 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1330 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 346 members 
Mstep: Class 50 contains 497 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1092 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 200 members 
Mstep: Class 56 contains 81064 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291556.000000 Penalty: 38670.363281
Iteration 203Q: 63 clusters Score -5.329156e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 214 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 94079 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 76549 members 
Mstep: Class 9 contains 80285 members 
Mstep: Class 10 contains 16068 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91637 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 78981 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 87105 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16793 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 249 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 77407 members 
Mstep: Class 35 contains 83998 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 299 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1341 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 347 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 204 members 
Mstep: Class 56 contains 82917 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 194 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292120.000000 Penalty: 38670.363281
Iteration 204Q: 63 clusters Score -5.329212e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 93451 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 77192 members 
Mstep: Class 9 contains 80164 members 
Mstep: Class 10 contains 15892 members 
Mstep: Class 11 contains 191 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90948 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 78900 members 
Mstep: Class 16 contains 79108 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 87109 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16724 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 371 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 77337 members 
Mstep: Class 35 contains 83434 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1351 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 493 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 206 members 
Mstep: Class 56 contains 84813 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292696.000000 Penalty: 38670.363281
Iteration 205Q: 63 clusters Score -5.32927e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 93004 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 77931 members 
Mstep: Class 9 contains 80024 members 
Mstep: Class 10 contains 15725 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90191 members 
Mstep: Class 14 contains 4923 members 
Mstep: Class 15 contains 78747 members 
Mstep: Class 16 contains 78827 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5425 members 
Mstep: Class 20 contains 87148 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16628 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 77272 members 
Mstep: Class 35 contains 82901 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1357 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 211 members 
Mstep: Class 56 contains 86604 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293744.000000 Penalty: 38670.363281
Iteration 206Q: 63 clusters Score -5.329374e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 92682 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 78823 members 
Mstep: Class 9 contains 79862 members 
Mstep: Class 10 contains 15554 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89527 members 
Mstep: Class 14 contains 4998 members 
Mstep: Class 15 contains 78561 members 
Mstep: Class 16 contains 78589 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 87136 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16540 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 236 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 77113 members 
Mstep: Class 35 contains 82431 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1358 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 88130 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294096.000000 Penalty: 38670.363281
Iteration 207Q: 63 clusters Score -5.32941e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92412 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 79873 members 
Mstep: Class 9 contains 79710 members 
Mstep: Class 10 contains 15367 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88824 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 78421 members 
Mstep: Class 16 contains 78347 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 87092 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16424 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 76885 members 
Mstep: Class 35 contains 81861 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1360 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 354 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 186 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 89659 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295004.000000 Penalty: 38670.363281
Iteration 208Q: 63 clusters Score -5.3295e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92243 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 80980 members 
Mstep: Class 9 contains 79556 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88103 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 78276 members 
Mstep: Class 16 contains 78090 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 87067 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 76622 members 
Mstep: Class 35 contains 81299 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1361 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 186 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 91078 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295024.000000 Penalty: 38670.363281
Iteration 209Q: 63 clusters Score -5.329502e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92201 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 82176 members 
Mstep: Class 9 contains 79400 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87381 members 
Mstep: Class 14 contains 5252 members 
Mstep: Class 15 contains 78106 members 
Mstep: Class 16 contains 77820 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5352 members 
Mstep: Class 20 contains 87068 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16167 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 76289 members 
Mstep: Class 35 contains 80867 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1370 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 186 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 92207 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295676.000000 Penalty: 38670.363281
Iteration 210Q: 63 clusters Score -5.329568e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92183 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 83445 members 
Mstep: Class 9 contains 79201 members 
Mstep: Class 10 contains 14887 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86754 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 77973 members 
Mstep: Class 16 contains 77541 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 87013 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 16030 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 75870 members 
Mstep: Class 35 contains 80481 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1377 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 186 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 93307 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296120.000000 Penalty: 38670.363281
Iteration 211Q: 63 clusters Score -5.329612e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92238 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 84745 members 
Mstep: Class 9 contains 78901 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86270 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 77850 members 
Mstep: Class 16 contains 77284 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5294 members 
Mstep: Class 20 contains 86919 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15905 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 75447 members 
Mstep: Class 35 contains 80169 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1371 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 186 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 94191 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295740.000000 Penalty: 38670.363281
Iteration 212Q: 63 clusters Score -5.329574e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92408 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 86109 members 
Mstep: Class 9 contains 78572 members 
Mstep: Class 10 contains 14626 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85805 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 77703 members 
Mstep: Class 16 contains 77024 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5261 members 
Mstep: Class 20 contains 86835 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15787 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 74977 members 
Mstep: Class 35 contains 79959 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1368 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 187 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 94889 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295440.000000 Penalty: 38670.363281
Iteration 213Q: 63 clusters Score -5.329544e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92604 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 87473 members 
Mstep: Class 9 contains 78260 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85477 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 77551 members 
Mstep: Class 16 contains 76740 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 86741 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15691 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 74436 members 
Mstep: Class 35 contains 79836 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1362 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 95445 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295296.000000 Penalty: 38670.363281
Iteration 214Q: 63 clusters Score -5.32953e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92793 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 88832 members 
Mstep: Class 9 contains 78025 members 
Mstep: Class 10 contains 14360 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85238 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 77393 members 
Mstep: Class 16 contains 76462 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 86696 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15566 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 73780 members 
Mstep: Class 35 contains 79953 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1362 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 95761 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295016.000000 Penalty: 38670.363281
Iteration 215Q: 63 clusters Score -5.329502e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93031 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 90037 members 
Mstep: Class 9 contains 77826 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85113 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 77278 members 
Mstep: Class 16 contains 76196 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 86683 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15452 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 73037 members 
Mstep: Class 35 contains 80261 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1359 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 95828 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294160.000000 Penalty: 38670.363281
Iteration 216Q: 63 clusters Score -5.329416e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93289 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 91274 members 
Mstep: Class 9 contains 77720 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84957 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 77183 members 
Mstep: Class 16 contains 75992 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 86666 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15342 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 72248 members 
Mstep: Class 35 contains 80674 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1365 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 95658 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293480.000000 Penalty: 38670.363281
Iteration 217Q: 63 clusters Score -5.329348e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93479 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 92417 members 
Mstep: Class 9 contains 77680 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84879 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 77100 members 
Mstep: Class 16 contains 75813 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 86652 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15253 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 71516 members 
Mstep: Class 35 contains 81206 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 95303 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292940.000000 Penalty: 38670.363281
Iteration 218Q: 63 clusters Score -5.329294e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93665 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 93481 members 
Mstep: Class 9 contains 77690 members 
Mstep: Class 10 contains 13923 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84812 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 77074 members 
Mstep: Class 16 contains 75620 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 86679 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15169 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 70707 members 
Mstep: Class 35 contains 81821 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1371 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 94883 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292276.000000 Penalty: 38670.363281
Iteration 219Q: 63 clusters Score -5.329228e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93788 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 94391 members 
Mstep: Class 9 contains 77736 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84748 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 77075 members 
Mstep: Class 16 contains 75395 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 86800 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 69826 members 
Mstep: Class 35 contains 82554 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1378 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 94496 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291652.000000 Penalty: 38670.363281
Iteration 220F: 63 clusters Score -5.329165e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93946 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 95186 members 
Mstep: Class 9 contains 77863 members 
Mstep: Class 10 contains 13726 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84762 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 77137 members 
Mstep: Class 16 contains 75180 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 86892 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14990 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 69034 members 
Mstep: Class 35 contains 83193 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1385 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 187 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 93998 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291440.000000 Penalty: 38670.363281
Iteration 221Q: 63 clusters Score -5.329144e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 200 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 94054 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 95796 members 
Mstep: Class 9 contains 78030 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84863 members 
Mstep: Class 14 contains 4203 members 
Mstep: Class 15 contains 77292 members 
Mstep: Class 16 contains 74965 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 87008 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14893 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 68287 members 
Mstep: Class 35 contains 83957 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1399 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 93352 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291052.000000 Penalty: 38670.363281
Iteration 222Q: 63 clusters Score -5.329105e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 94111 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 96333 members 
Mstep: Class 9 contains 78248 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84994 members 
Mstep: Class 14 contains 4032 members 
Mstep: Class 15 contains 77451 members 
Mstep: Class 16 contains 74741 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 87132 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14814 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 67617 members 
Mstep: Class 35 contains 84726 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1400 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 92624 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290984.000000 Penalty: 38670.363281
Iteration 223Q: 63 clusters Score -5.329098e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 94120 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 96838 members 
Mstep: Class 9 contains 78473 members 
Mstep: Class 10 contains 13417 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85167 members 
Mstep: Class 14 contains 3881 members 
Mstep: Class 15 contains 77627 members 
Mstep: Class 16 contains 74499 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4957 members 
Mstep: Class 20 contains 87281 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14770 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 66940 members 
Mstep: Class 35 contains 85605 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1395 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 91741 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290996.000000 Penalty: 38670.363281
Iteration 224Q: 63 clusters Score -5.3291e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 94098 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 97351 members 
Mstep: Class 9 contains 78684 members 
Mstep: Class 10 contains 13328 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85274 members 
Mstep: Class 14 contains 3728 members 
Mstep: Class 15 contains 77818 members 
Mstep: Class 16 contains 74288 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 87476 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14756 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 66292 members 
Mstep: Class 35 contains 86508 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1396 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 90775 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290804.000000 Penalty: 38670.363281
Iteration 225Q: 63 clusters Score -5.32908e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 94045 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 97803 members 
Mstep: Class 9 contains 78916 members 
Mstep: Class 10 contains 13209 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85374 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 78052 members 
Mstep: Class 16 contains 74105 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 87683 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14738 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 65642 members 
Mstep: Class 35 contains 87422 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1399 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 89798 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290112.000000 Penalty: 38670.363281
Iteration 226Q: 63 clusters Score -5.329011e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93983 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 98190 members 
Mstep: Class 9 contains 79256 members 
Mstep: Class 10 contains 13080 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85467 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 78262 members 
Mstep: Class 16 contains 73916 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 87909 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14698 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 64985 members 
Mstep: Class 35 contains 88296 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1402 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 88841 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289728.000000 Penalty: 38670.363281
Iteration 227Q: 63 clusters Score -5.328973e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93930 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 98502 members 
Mstep: Class 9 contains 79661 members 
Mstep: Class 10 contains 12956 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85527 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 78531 members 
Mstep: Class 16 contains 73760 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4876 members 
Mstep: Class 20 contains 88091 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14670 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 64480 members 
Mstep: Class 35 contains 89075 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1402 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 87797 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289464.000000 Penalty: 38670.363281
Iteration 228Q: 63 clusters Score -5.328946e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93895 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 98796 members 
Mstep: Class 9 contains 80061 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85592 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 78809 members 
Mstep: Class 16 contains 73613 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4855 members 
Mstep: Class 20 contains 88248 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14653 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 64013 members 
Mstep: Class 35 contains 89874 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1400 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 86678 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289372.000000 Penalty: 38670.363281
Iteration 229Q: 63 clusters Score -5.328937e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93819 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99013 members 
Mstep: Class 9 contains 80516 members 
Mstep: Class 10 contains 12699 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85684 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 79085 members 
Mstep: Class 16 contains 73452 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4837 members 
Mstep: Class 20 contains 88401 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14658 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 63607 members 
Mstep: Class 35 contains 90668 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1392 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 85493 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289328.000000 Penalty: 38670.363281
Iteration 230Q: 63 clusters Score -5.328933e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93703 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99185 members 
Mstep: Class 9 contains 81024 members 
Mstep: Class 10 contains 12592 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85730 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 79290 members 
Mstep: Class 16 contains 73286 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4825 members 
Mstep: Class 20 contains 88522 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14662 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 63277 members 
Mstep: Class 35 contains 91339 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1388 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 84491 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289108.000000 Penalty: 38670.363281
Iteration 231Q: 63 clusters Score -5.328911e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93548 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99301 members 
Mstep: Class 9 contains 81616 members 
Mstep: Class 10 contains 12487 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85793 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 79430 members 
Mstep: Class 16 contains 73145 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4833 members 
Mstep: Class 20 contains 88658 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14683 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 62970 members 
Mstep: Class 35 contains 91872 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1396 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 83541 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288984.000000 Penalty: 38670.363281
Iteration 232Q: 63 clusters Score -5.328898e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93382 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99412 members 
Mstep: Class 9 contains 82181 members 
Mstep: Class 10 contains 12389 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85897 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 79598 members 
Mstep: Class 16 contains 72982 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 20 contains 88810 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14744 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 62667 members 
Mstep: Class 35 contains 92317 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1404 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 82606 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288536.000000 Penalty: 38670.363281
Iteration 233Q: 63 clusters Score -5.328854e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 93181 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99449 members 
Mstep: Class 9 contains 82695 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86025 members 
Mstep: Class 14 contains 3579 members 
Mstep: Class 15 contains 79810 members 
Mstep: Class 16 contains 72868 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4812 members 
Mstep: Class 20 contains 88953 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14832 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 62357 members 
Mstep: Class 35 contains 92692 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1403 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 81789 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288156.000000 Penalty: 38670.363281
Iteration 234Q: 63 clusters Score -5.328816e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92985 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99428 members 
Mstep: Class 9 contains 83179 members 
Mstep: Class 10 contains 12148 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86217 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 79999 members 
Mstep: Class 16 contains 72783 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4797 members 
Mstep: Class 20 contains 89080 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 14934 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 62093 members 
Mstep: Class 35 contains 92936 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1396 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 81087 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287636.000000 Penalty: 38670.363281
Iteration 235Q: 63 clusters Score -5.328764e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92752 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99364 members 
Mstep: Class 9 contains 83611 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86416 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 80232 members 
Mstep: Class 16 contains 72723 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4792 members 
Mstep: Class 20 contains 89169 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15030 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 61772 members 
Mstep: Class 35 contains 93083 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1399 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 80571 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286920.000000 Penalty: 38670.363281
Iteration 236Q: 63 clusters Score -5.328692e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92536 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99283 members 
Mstep: Class 9 contains 83940 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86615 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 80509 members 
Mstep: Class 16 contains 72685 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4794 members 
Mstep: Class 20 contains 89238 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15130 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 61448 members 
Mstep: Class 35 contains 93175 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1412 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 80158 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286652.000000 Penalty: 38670.363281
Iteration 237Q: 63 clusters Score -5.328665e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92344 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99187 members 
Mstep: Class 9 contains 84312 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86837 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 80744 members 
Mstep: Class 16 contains 72694 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4797 members 
Mstep: Class 20 contains 89226 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15267 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 61087 members 
Mstep: Class 35 contains 93183 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1421 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79862 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286784.000000 Penalty: 38670.363281
Iteration 238Q: 63 clusters Score -5.328678e+07 nChanged 4662
Entering ConstructFrom: 
Score: -53286784.000000 Penalty: 38670.363281
Entering ConstructFrom: 
Trying to split cluster 1 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9139.427734 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9139.428 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 67 members 
Entering Unmasked Estep 
Score: -8914.388672 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8914.389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9017.000977 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9017.001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9050.981445 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9050.981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9068.974609 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9068.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9080.589844 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9080.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9082.368164 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9082.368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9088.318359 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9088.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9090.819336 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -9090.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9090.819336 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -9090.819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -185800.656250 Penalty: 363.308533
	Iteration 0F: 2 clusters Score -185800.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -183759.453125 Penalty: 726.617065
	Iteration 0F: 3 clusters Score -183759.5 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -184586.953125 Penalty: 726.617065
	Iteration 1F: 3 clusters Score -184587 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -184727.312500 Penalty: 726.617065
	Iteration 2F: 3 clusters Score -184727.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -184836.671875 Penalty: 726.617065
	Iteration 3F: 3 clusters Score -184836.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -184939.421875 Penalty: 726.617065
	Iteration 4F: 3 clusters Score -184939.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -185054.656250 Penalty: 726.617065
	Iteration 5F: 3 clusters Score -185054.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -185161.453125 Penalty: 726.617065
	Iteration 6Q: 3 clusters Score -185161.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -185283.984375 Penalty: 726.617065
	Iteration 7Q: 3 clusters Score -185284 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -185387.234375 Penalty: 726.617065
	Iteration 8Q: 3 clusters Score -185387.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -185460.015625 Penalty: 726.617065
	Iteration 9Q: 3 clusters Score -185460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -185504.265625 Penalty: 726.617065
	Iteration 10Q: 3 clusters Score -185504.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -185520.515625 Penalty: 726.617065
	Iteration 11Q: 3 clusters Score -185520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -185527.093750 Penalty: 726.617065
	Iteration 12Q: 3 clusters Score -185527.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -185534.343750 Penalty: 726.617065
	Iteration 13Q: 3 clusters Score -185534.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -185540.250000 Penalty: 726.617065
	Iteration 14Q: 3 clusters Score -185540.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -185544.562500 Penalty: 726.617065
	Iteration 15Q: 3 clusters Score -185544.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -185547.953125 Penalty: 726.617065
	Iteration 16Q: 3 clusters Score -185548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -185549.781250 Penalty: 726.617065
	Iteration 17Q: 3 clusters Score -185549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -185553.468750 Penalty: 726.617065
	Iteration 18Q: 3 clusters Score -185553.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -185562.187500 Penalty: 726.617065
	Iteration 19Q: 3 clusters Score -185562.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -185578.984375 Penalty: 726.617065
	Iteration 20F: 3 clusters Score -185579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -185589.265625 Penalty: 726.617065
	Iteration 21Q: 3 clusters Score -185589.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -185600.250000 Penalty: 726.617065
	Iteration 22Q: 3 clusters Score -185600.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -185613.968750 Penalty: 726.617065
	Iteration 23Q: 3 clusters Score -185614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -185636.687500 Penalty: 726.617065
	Iteration 24Q: 3 clusters Score -185636.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -185667.046875 Penalty: 726.617065
	Iteration 25Q: 3 clusters Score -185667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -185692.218750 Penalty: 726.617065
	Iteration 26Q: 3 clusters Score -185692.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -185728.390625 Penalty: 726.617065
	Iteration 27Q: 3 clusters Score -185728.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -185743.140625 Penalty: 726.617065
	Iteration 28Q: 3 clusters Score -185743.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -185750.906250 Penalty: 726.617065
	Iteration 29Q: 3 clusters Score -185750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -185753.703125 Penalty: 726.617065
	Iteration 30Q: 3 clusters Score -185753.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -185757.421875 Penalty: 726.617065
	Iteration 31Q: 3 clusters Score -185757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -185763.328125 Penalty: 726.617065
	Iteration 32Q: 3 clusters Score -185763.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -185770.109375 Penalty: 726.617065
	Iteration 33Q: 3 clusters Score -185770.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -185779.640625 Penalty: 726.617065
	Iteration 34Q: 3 clusters Score -185779.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -185787.890625 Penalty: 726.617065
	Iteration 35Q: 3 clusters Score -185787.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -185799.031250 Penalty: 726.617065
	Iteration 36Q: 3 clusters Score -185799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -185805.750000 Penalty: 726.617065
	Iteration 37Q: 3 clusters Score -185805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -185810.734375 Penalty: 726.617065
	Iteration 38Q: 3 clusters Score -185810.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -185816.625000 Penalty: 726.617065
	Iteration 39Q: 3 clusters Score -185816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -185824.078125 Penalty: 726.617065
	Iteration 40F: 3 clusters Score -185824.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -185839.187500 Penalty: 726.617065
	Iteration 41Q: 3 clusters Score -185839.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -185876.796875 Penalty: 726.617065
	Iteration 42Q: 3 clusters Score -185876.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -185966.015625 Penalty: 726.617065
	Iteration 43Q: 3 clusters Score -185966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -186137.796875 Penalty: 726.617065
	Iteration 44Q: 3 clusters Score -186137.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -186213.843750 Penalty: 726.617065
	Iteration 45Q: 3 clusters Score -186213.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -186226.921875 Penalty: 726.617065
	Iteration 46Q: 3 clusters Score -186226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -186228.328125 Penalty: 726.617065
	Iteration 47Q: 3 clusters Score -186228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -186228.875000 Penalty: 726.617065
	Iteration 48Q: 3 clusters Score -186228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -186229.187500 Penalty: 726.617065
	Iteration 49Q: 3 clusters Score -186229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -186229.312500 Penalty: 726.617065
	Iteration 50Q: 3 clusters Score -186229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -186229.312500 Penalty: 726.617065
	Iteration 51F: 3 clusters Score -186229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92215 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Entering Unmasked Estep 
Score: -53286972.000000 Penalty: 39294.078125
Splitting cluster 2 changes total score from -53286784.000000 to -53286972.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 3 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -8435.111328 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -8435.111 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 196 members 
Entering Unmasked Estep 
Score: -8071.608398 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -8071.608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8279.028320 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -8279.028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8359.674805 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -8359.675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8389.935547 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -8389.936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8407.302734 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -8407.303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8423.542969 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -8423.543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8436.431641 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -8436.432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8442.077148 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -8442.077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8447.827148 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -8447.827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8463.607422 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -8463.607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8467.880859 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -8467.881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8474.140625 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -8474.141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8480.607422 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -8480.607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8486.436523 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -8486.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8489.644531 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -8489.645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8490.488281 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -8490.488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8490.488281 Penalty: 544.538208
	Iteration 16F: 3 clusters Score -8490.488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 92215 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 118 members 
Entering Unmasked Estep 
Score: -53286680.000000 Penalty: 39917.792969
Splitting cluster 3 changes total score from -53286784.000000 to -53286680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10553.518555 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10553.52 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 105 members 
Entering Unmasked Estep 
Score: -10284.429688 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -10284.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10380.781250 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -10380.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10401.622070 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -10401.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10418.076172 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -10418.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10423.951172 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10423.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10430.829102 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10430.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10439.610352 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10439.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10455.869141 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -10455.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10471.612305 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -10471.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10480.684570 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -10480.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10490.309570 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -10490.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10496.383789 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -10496.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10496.383789 Penalty: 482.600739
	Iteration 12F: 3 clusters Score -10496.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -42927.351562 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -42927.35 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 369 members 
Entering Unmasked Estep 
Score: -42315.859375 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -42315.86 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -42485.542969 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -42485.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -42565.214844 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -42565.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42633.667969 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -42633.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42725.410156 Penalty: 595.102356
	Iteration 4F: 3 clusters Score -42725.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42852.011719 Penalty: 595.102356
	Iteration 5F: 3 clusters Score -42852.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42929.511719 Penalty: 595.102356
	Iteration 6F: 3 clusters Score -42929.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42969.437500 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -42969.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42998.011719 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -42998.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43008.214844 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -43008.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43015.781250 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -43015.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43025.578125 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -43025.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43032.738281 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -43032.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43042.984375 Penalty: 595.102356
	Iteration 13Q: 3 clusters Score -43042.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43049.996094 Penalty: 595.102356
	Iteration 14Q: 3 clusters Score -43050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43050.734375 Penalty: 595.102356
	Iteration 15Q: 3 clusters Score -43050.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43052.054688 Penalty: 595.102356
	Iteration 16Q: 3 clusters Score -43052.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43052.324219 Penalty: 595.102356
	Iteration 17Q: 3 clusters Score -43052.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43052.324219 Penalty: 595.102356
	Iteration 18F: 3 clusters Score -43052.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 92215 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Entering Unmasked Estep 
Score: -53286872.000000 Penalty: 39917.792969
Splitting cluster 5 changes total score from -53286784.000000 to -53286872.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 6 (92215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Entering Unmasked Estep 
Score: -5648254.500000 Penalty: 520.150452
	Iteration 0F: 2 clusters Score -5648254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5586400.000000 Penalty: 1040.300903
	Iteration 0F: 3 clusters Score -5586400 nChanged 44976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -5613933.000000 Penalty: 1040.300903
	Iteration 1F: 3 clusters Score -5613933 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -5615873.500000 Penalty: 1040.300903
	Iteration 2Q: 3 clusters Score -5615874 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -5619336.500000 Penalty: 1040.300903
	Iteration 3F: 3 clusters Score -5619336 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -5624734.500000 Penalty: 1040.300903
	Iteration 4F: 3 clusters Score -5624734 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -5630315.000000 Penalty: 1040.300903
	Iteration 5F: 3 clusters Score -5630315 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -5633336.000000 Penalty: 1040.300903
	Iteration 6F: 3 clusters Score -5633336 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -5634572.000000 Penalty: 1040.300903
	Iteration 7Q: 3 clusters Score -5634572 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -5635322.500000 Penalty: 1040.300903
	Iteration 8Q: 3 clusters Score -5635322 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -5635890.000000 Penalty: 1040.300903
	Iteration 9Q: 3 clusters Score -5635890 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -5636567.500000 Penalty: 1040.300903
	Iteration 10Q: 3 clusters Score -5636568 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -5637293.500000 Penalty: 1040.300903
	Iteration 11Q: 3 clusters Score -5637294 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -5638012.000000 Penalty: 1040.300903
	Iteration 12Q: 3 clusters Score -5638012 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -5638772.500000 Penalty: 1040.300903
	Iteration 13Q: 3 clusters Score -5638772 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -5639647.000000 Penalty: 1040.300903
	Iteration 14Q: 3 clusters Score -5639647 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -5640725.000000 Penalty: 1040.300903
	Iteration 15Q: 3 clusters Score -5640725 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -5641809.500000 Penalty: 1040.300903
	Iteration 16Q: 3 clusters Score -5641810 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -5642885.500000 Penalty: 1040.300903
	Iteration 17Q: 3 clusters Score -5642886 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -5643939.000000 Penalty: 1040.300903
	Iteration 18Q: 3 clusters Score -5643939 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -5644819.000000 Penalty: 1040.300903
	Iteration 19Q: 3 clusters Score -5644819 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -5645572.500000 Penalty: 1040.300903
	Iteration 20F: 3 clusters Score -5645572 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -5646147.000000 Penalty: 1040.300903
	Iteration 21Q: 3 clusters Score -5646147 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -5646449.000000 Penalty: 1040.300903
	Iteration 22Q: 3 clusters Score -5646449 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -5646696.500000 Penalty: 1040.300903
	Iteration 23Q: 3 clusters Score -5646696 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -5646881.500000 Penalty: 1040.300903
	Iteration 24Q: 3 clusters Score -5646882 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -5646965.000000 Penalty: 1040.300903
	Iteration 25Q: 3 clusters Score -5646965 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -5647016.000000 Penalty: 1040.300903
	Iteration 26Q: 3 clusters Score -5647016 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -5647087.500000 Penalty: 1040.300903
	Iteration 27Q: 3 clusters Score -5647088 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -5647174.000000 Penalty: 1040.300903
	Iteration 28Q: 3 clusters Score -5647174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -5647186.000000 Penalty: 1040.300903
	Iteration 29Q: 3 clusters Score -5647186 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -5647253.500000 Penalty: 1040.300903
	Iteration 30Q: 3 clusters Score -5647254 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -5647291.000000 Penalty: 1040.300903
	Iteration 31Q: 3 clusters Score -5647291 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -5647331.500000 Penalty: 1040.300903
	Iteration 32Q: 3 clusters Score -5647332 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -5647397.000000 Penalty: 1040.300903
	Iteration 33Q: 3 clusters Score -5647397 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -5647416.500000 Penalty: 1040.300903
	Iteration 34Q: 3 clusters Score -5647416 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -5647459.000000 Penalty: 1040.300903
	Iteration 35Q: 3 clusters Score -5647459 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -5647510.500000 Penalty: 1040.300903
	Iteration 36Q: 3 clusters Score -5647510 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -5647568.000000 Penalty: 1040.300903
	Iteration 37Q: 3 clusters Score -5647568 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -5647637.500000 Penalty: 1040.300903
	Iteration 38Q: 3 clusters Score -5647638 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -5647664.000000 Penalty: 1040.300903
	Iteration 39Q: 3 clusters Score -5647664 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -5647667.000000 Penalty: 1040.300903
	Iteration 40F: 3 clusters Score -5647667 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -5647674.000000 Penalty: 1040.300903
	Iteration 41Q: 3 clusters Score -5647674 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -5647715.000000 Penalty: 1040.300903
	Iteration 42Q: 3 clusters Score -5647715 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -5647740.500000 Penalty: 1040.300903
	Iteration 43Q: 3 clusters Score -5647740 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -5647752.500000 Penalty: 1040.300903
	Iteration 44Q: 3 clusters Score -5647752 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -5647808.500000 Penalty: 1040.300903
	Iteration 45Q: 3 clusters Score -5647808 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -5647861.000000 Penalty: 1040.300903
	Iteration 46Q: 3 clusters Score -5647861 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -5647908.500000 Penalty: 1040.300903
	Iteration 47Q: 3 clusters Score -5647908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -5647931.500000 Penalty: 1040.300903
	Iteration 48Q: 3 clusters Score -5647932 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -5647942.000000 Penalty: 1040.300903
	Iteration 49Q: 3 clusters Score -5647942 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -5647955.000000 Penalty: 1040.300903
	Iteration 50Q: 3 clusters Score -5647955 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -5647972.000000 Penalty: 1040.300903
	Iteration 51Q: 3 clusters Score -5647972 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -5647978.500000 Penalty: 1040.300903
	Iteration 52Q: 3 clusters Score -5647978 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -5647980.500000 Penalty: 1040.300903
	Iteration 53Q: 3 clusters Score -5647980 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -5648006.500000 Penalty: 1040.300903
	Iteration 54Q: 3 clusters Score -5648006 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -5648013.000000 Penalty: 1040.300903
	Iteration 55Q: 3 clusters Score -5648013 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -5648031.000000 Penalty: 1040.300903
	Iteration 56Q: 3 clusters Score -5648031 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -5648052.500000 Penalty: 1040.300903
	Iteration 57Q: 3 clusters Score -5648052 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -5648080.000000 Penalty: 1040.300903
	Iteration 58Q: 3 clusters Score -5648080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -5648106.500000 Penalty: 1040.300903
	Iteration 59Q: 3 clusters Score -5648106 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -5648113.500000 Penalty: 1040.300903
	Iteration 60F: 3 clusters Score -5648114 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -5648122.500000 Penalty: 1040.300903
	Iteration 61Q: 3 clusters Score -5648122 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -5648144.500000 Penalty: 1040.300903
	Iteration 62Q: 3 clusters Score -5648144 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -5648167.000000 Penalty: 1040.300903
	Iteration 63Q: 3 clusters Score -5648167 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -5648175.500000 Penalty: 1040.300903
	Iteration 64Q: 3 clusters Score -5648176 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -5648204.500000 Penalty: 1040.300903
	Iteration 65Q: 3 clusters Score -5648204 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -5648225.500000 Penalty: 1040.300903
	Iteration 66Q: 3 clusters Score -5648226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -5648260.000000 Penalty: 1040.300903
	Iteration 67Q: 3 clusters Score -5648260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -5648278.000000 Penalty: 1040.300903
	Iteration 68Q: 3 clusters Score -5648278 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -5648295.000000 Penalty: 1040.300903
	Iteration 69Q: 3 clusters Score -5648295 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -5648326.000000 Penalty: 1040.300903
	Iteration 70Q: 3 clusters Score -5648326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -5648332.500000 Penalty: 1040.300903
	Iteration 71Q: 3 clusters Score -5648332 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -5648359.000000 Penalty: 1040.300903
	Iteration 72Q: 3 clusters Score -5648359 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -5648371.500000 Penalty: 1040.300903
	Iteration 73Q: 3 clusters Score -5648372 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -5648375.500000 Penalty: 1040.300903
	Iteration 74Q: 3 clusters Score -5648376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -5648400.000000 Penalty: 1040.300903
	Iteration 75Q: 3 clusters Score -5648400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -5648382.500000 Penalty: 1040.300903
	Iteration 76Q: 3 clusters Score -5648382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -5648394.500000 Penalty: 1040.300903
	Iteration 77Q: 3 clusters Score -5648394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -5648412.000000 Penalty: 1040.300903
	Iteration 78Q: 3 clusters Score -5648412 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -5648417.000000 Penalty: 1040.300903
	Iteration 79Q: 3 clusters Score -5648417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -5648434.000000 Penalty: 1040.300903
	Iteration 80F: 3 clusters Score -5648434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -5648435.000000 Penalty: 1040.300903
	Iteration 81Q: 3 clusters Score -5648435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -5648437.500000 Penalty: 1040.300903
	Iteration 82Q: 3 clusters Score -5648438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -5648428.500000 Penalty: 1040.300903
	Iteration 83Q: 3 clusters Score -5648428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -5648417.500000 Penalty: 1040.300903
	Iteration 84Q: 3 clusters Score -5648418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -5648416.500000 Penalty: 1040.300903
	Iteration 85Q: 3 clusters Score -5648416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -5648424.000000 Penalty: 1040.300903
	Iteration 86Q: 3 clusters Score -5648424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -5648412.000000 Penalty: 1040.300903
	Iteration 87Q: 3 clusters Score -5648412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -5648419.500000 Penalty: 1040.300903
	Iteration 88Q: 3 clusters Score -5648420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -5648430.500000 Penalty: 1040.300903
	Iteration 89Q: 3 clusters Score -5648430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -5648425.500000 Penalty: 1040.300903
	Iteration 90Q: 3 clusters Score -5648426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -5648430.500000 Penalty: 1040.300903
	Iteration 91Q: 3 clusters Score -5648430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 89128 members 
Entering Unmasked Estep 
Score: -5648431.000000 Penalty: 1040.300903
	Iteration 92Q: 3 clusters Score -5648431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -5648435.000000 Penalty: 1040.300903
	Iteration 93Q: 3 clusters Score -5648435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -5648425.000000 Penalty: 1040.300903
	Iteration 94Q: 3 clusters Score -5648425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -5648432.000000 Penalty: 1040.300903
	Iteration 95Q: 3 clusters Score -5648432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -5648444.500000 Penalty: 1040.300903
	Iteration 96Q: 3 clusters Score -5648444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -5648439.000000 Penalty: 1040.300903
	Iteration 97Q: 3 clusters Score -5648439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -5648428.000000 Penalty: 1040.300903
	Iteration 98Q: 3 clusters Score -5648428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -5648440.000000 Penalty: 1040.300903
	Iteration 99Q: 3 clusters Score -5648440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -5648447.000000 Penalty: 1040.300903
	Iteration 100F: 3 clusters Score -5648447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -5648451.000000 Penalty: 1040.300903
	Iteration 101Q: 3 clusters Score -5648451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -5648439.500000 Penalty: 1040.300903
	Iteration 102Q: 3 clusters Score -5648440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -5648437.000000 Penalty: 1040.300903
	Iteration 103Q: 3 clusters Score -5648437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -5648442.500000 Penalty: 1040.300903
	Iteration 104Q: 3 clusters Score -5648442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -5648446.000000 Penalty: 1040.300903
	Iteration 105Q: 3 clusters Score -5648446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -5648450.500000 Penalty: 1040.300903
	Iteration 106Q: 3 clusters Score -5648450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -5648445.500000 Penalty: 1040.300903
	Iteration 107Q: 3 clusters Score -5648446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -5648456.000000 Penalty: 1040.300903
	Iteration 108Q: 3 clusters Score -5648456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -5648450.500000 Penalty: 1040.300903
	Iteration 109Q: 3 clusters Score -5648450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -5648444.000000 Penalty: 1040.300903
	Iteration 110Q: 3 clusters Score -5648444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -5648443.000000 Penalty: 1040.300903
	Iteration 111Q: 3 clusters Score -5648443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -5648445.000000 Penalty: 1040.300903
	Iteration 112Q: 3 clusters Score -5648445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -5648440.000000 Penalty: 1040.300903
	Iteration 113Q: 3 clusters Score -5648440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -5648449.000000 Penalty: 1040.300903
	Iteration 114Q: 3 clusters Score -5648449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -5648449.000000 Penalty: 1040.300903
	Iteration 115Q: 3 clusters Score -5648449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -5648450.000000 Penalty: 1040.300903
	Iteration 116Q: 3 clusters Score -5648450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -5648448.500000 Penalty: 1040.300903
	Iteration 117Q: 3 clusters Score -5648448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -5648448.500000 Penalty: 1040.300903
	Iteration 118Q: 3 clusters Score -5648448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -5648460.000000 Penalty: 1040.300903
	Iteration 119Q: 3 clusters Score -5648460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -5648461.000000 Penalty: 1040.300903
	Iteration 120F: 3 clusters Score -5648461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -5648460.500000 Penalty: 1040.300903
	Iteration 121Q: 3 clusters Score -5648460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -5648462.500000 Penalty: 1040.300903
	Iteration 122Q: 3 clusters Score -5648462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -5648467.500000 Penalty: 1040.300903
	Iteration 123Q: 3 clusters Score -5648468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -5648465.500000 Penalty: 1040.300903
	Iteration 124Q: 3 clusters Score -5648466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -5648461.500000 Penalty: 1040.300903
	Iteration 125Q: 3 clusters Score -5648462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -5648459.500000 Penalty: 1040.300903
	Iteration 126Q: 3 clusters Score -5648460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -5648466.000000 Penalty: 1040.300903
	Iteration 127Q: 3 clusters Score -5648466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -5648470.000000 Penalty: 1040.300903
	Iteration 128Q: 3 clusters Score -5648470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -5648470.000000 Penalty: 1040.300903
	Iteration 129F: 3 clusters Score -5648470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Entering Unmasked Estep 
Score: -53287100.000000 Penalty: 40541.507812
Splitting cluster 6 changes total score from -53286784.000000 to -53287100.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 7 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -22582.044922 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -22582.04 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 184 members 
Entering Unmasked Estep 
Score: -22180.724609 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -22180.72 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22322.074219 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -22322.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22384.816406 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -22384.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22446.537109 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -22446.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22477.320312 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -22477.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22495.068359 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -22495.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22499.402344 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -22499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22510.384766 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -22510.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22512.601562 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -22512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22513.968750 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -22513.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22517.482422 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -22517.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22526.269531 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -22526.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22539.378906 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -22539.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22546.908203 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -22546.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22556.031250 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -22556.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22564.439453 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -22564.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22573.697266 Penalty: 537.882507
	Iteration 16Q: 3 clusters Score -22573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22576.712891 Penalty: 537.882507
	Iteration 17Q: 3 clusters Score -22576.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22579.531250 Penalty: 537.882507
	Iteration 18Q: 3 clusters Score -22579.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22594.591797 Penalty: 537.882507
	Iteration 19Q: 3 clusters Score -22594.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22634.009766 Penalty: 537.882507
	Iteration 20F: 3 clusters Score -22634.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22697.039062 Penalty: 537.882507
	Iteration 21Q: 3 clusters Score -22697.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22729.933594 Penalty: 537.882507
	Iteration 22Q: 3 clusters Score -22729.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22731.710938 Penalty: 537.882507
	Iteration 23Q: 3 clusters Score -22731.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22731.710938 Penalty: 537.882507
	Iteration 24F: 3 clusters Score -22731.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Entering Unmasked Estep 
Score: -53286884.000000 Penalty: 41165.226562
Splitting cluster 7 changes total score from -53286784.000000 to -53286884.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 8 (99061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Entering Unmasked Estep 
Score: -6163078.000000 Penalty: 523.408875
	Iteration 0F: 2 clusters Score -6163078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6099240.000000 Penalty: 1046.817749
	Iteration 0F: 3 clusters Score -6099240 nChanged 48497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6129169.500000 Penalty: 1046.817749
	Iteration 1F: 3 clusters Score -6129170 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -6131710.500000 Penalty: 1046.817749
	Iteration 2F: 3 clusters Score -6131710 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -6136207.500000 Penalty: 1046.817749
	Iteration 3F: 3 clusters Score -6136208 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -6143146.000000 Penalty: 1046.817749
	Iteration 4F: 3 clusters Score -6143146 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -6151157.500000 Penalty: 1046.817749
	Iteration 5F: 3 clusters Score -6151158 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -6156806.000000 Penalty: 1046.817749
	Iteration 6F: 3 clusters Score -6156806 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -6159759.500000 Penalty: 1046.817749
	Iteration 7Q: 3 clusters Score -6159760 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -6161249.500000 Penalty: 1046.817749
	Iteration 8Q: 3 clusters Score -6161250 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 96773 members 
Entering Unmasked Estep 
Score: -6161992.000000 Penalty: 1046.817749
	Iteration 9Q: 3 clusters Score -6161992 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -6162298.500000 Penalty: 1046.817749
	Iteration 10Q: 3 clusters Score -6162298 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -6162420.000000 Penalty: 1046.817749
	Iteration 11Q: 3 clusters Score -6162420 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -6162530.500000 Penalty: 1046.817749
	Iteration 12Q: 3 clusters Score -6162530 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -6162569.500000 Penalty: 1046.817749
	Iteration 13Q: 3 clusters Score -6162570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -6162598.500000 Penalty: 1046.817749
	Iteration 14Q: 3 clusters Score -6162598 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -6162614.000000 Penalty: 1046.817749
	Iteration 15Q: 3 clusters Score -6162614 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -6162626.500000 Penalty: 1046.817749
	Iteration 16Q: 3 clusters Score -6162626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -6162656.500000 Penalty: 1046.817749
	Iteration 17Q: 3 clusters Score -6162656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -6162670.000000 Penalty: 1046.817749
	Iteration 18Q: 3 clusters Score -6162670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -6162684.500000 Penalty: 1046.817749
	Iteration 19Q: 3 clusters Score -6162684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -6162697.000000 Penalty: 1046.817749
	Iteration 20F: 3 clusters Score -6162697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -6162690.000000 Penalty: 1046.817749
	Iteration 21Q: 3 clusters Score -6162690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -6162689.500000 Penalty: 1046.817749
	Iteration 22Q: 3 clusters Score -6162690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -6162691.500000 Penalty: 1046.817749
	Iteration 23Q: 3 clusters Score -6162692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -6162696.000000 Penalty: 1046.817749
	Iteration 24Q: 3 clusters Score -6162696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -6162692.500000 Penalty: 1046.817749
	Iteration 25Q: 3 clusters Score -6162692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
Score: -6162686.500000 Penalty: 1046.817749
	Iteration 26Q: 3 clusters Score -6162686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -6162686.500000 Penalty: 1046.817749
	Iteration 27Q: 3 clusters Score -6162686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 98631 members 
Entering Unmasked Estep 
Score: -6162689.500000 Penalty: 1046.817749
	Iteration 28Q: 3 clusters Score -6162690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -6162696.000000 Penalty: 1046.817749
	Iteration 29Q: 3 clusters Score -6162696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -6162694.000000 Penalty: 1046.817749
	Iteration 30Q: 3 clusters Score -6162694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -6162697.000000 Penalty: 1046.817749
	Iteration 31Q: 3 clusters Score -6162697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -6162697.000000 Penalty: 1046.817749
	Iteration 32F: 3 clusters Score -6162697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Entering Unmasked Estep 
Score: -5239629.000000 Penalty: 516.269226
	Iteration 0F: 2 clusters Score -5239629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5183119.000000 Penalty: 1032.538452
	Iteration 0F: 3 clusters Score -5183119 nChanged 41340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -5210333.000000 Penalty: 1032.538452
	Iteration 1F: 3 clusters Score -5210333 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -5213081.000000 Penalty: 1032.538452
	Iteration 2F: 3 clusters Score -5213081 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -5216825.000000 Penalty: 1032.538452
	Iteration 3F: 3 clusters Score -5216825 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -5221660.000000 Penalty: 1032.538452
	Iteration 4F: 3 clusters Score -5221660 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -5226201.500000 Penalty: 1032.538452
	Iteration 5F: 3 clusters Score -5226202 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -5229036.000000 Penalty: 1032.538452
	Iteration 6F: 3 clusters Score -5229036 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -5230220.000000 Penalty: 1032.538452
	Iteration 7Q: 3 clusters Score -5230220 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -5230905.000000 Penalty: 1032.538452
	Iteration 8Q: 3 clusters Score -5230905 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -5231552.000000 Penalty: 1032.538452
	Iteration 9Q: 3 clusters Score -5231552 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -5232193.000000 Penalty: 1032.538452
	Iteration 10Q: 3 clusters Score -5232193 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -5232910.500000 Penalty: 1032.538452
	Iteration 11Q: 3 clusters Score -5232910 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -5233664.500000 Penalty: 1032.538452
	Iteration 12Q: 3 clusters Score -5233664 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -5234458.000000 Penalty: 1032.538452
	Iteration 13Q: 3 clusters Score -5234458 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -5235288.000000 Penalty: 1032.538452
	Iteration 14Q: 3 clusters Score -5235288 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -5236078.500000 Penalty: 1032.538452
	Iteration 15Q: 3 clusters Score -5236078 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -5236802.500000 Penalty: 1032.538452
	Iteration 16Q: 3 clusters Score -5236802 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -5237372.500000 Penalty: 1032.538452
	Iteration 17Q: 3 clusters Score -5237372 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -5237827.500000 Penalty: 1032.538452
	Iteration 18Q: 3 clusters Score -5237828 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -5238237.000000 Penalty: 1032.538452
	Iteration 19Q: 3 clusters Score -5238237 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -5238468.000000 Penalty: 1032.538452
	Iteration 20F: 3 clusters Score -5238468 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -5238687.500000 Penalty: 1032.538452
	Iteration 21Q: 3 clusters Score -5238688 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -5238819.500000 Penalty: 1032.538452
	Iteration 22Q: 3 clusters Score -5238820 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -5238917.000000 Penalty: 1032.538452
	Iteration 23Q: 3 clusters Score -5238917 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -5239009.000000 Penalty: 1032.538452
	Iteration 24Q: 3 clusters Score -5239009 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -5239066.500000 Penalty: 1032.538452
	Iteration 25Q: 3 clusters Score -5239066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -5239128.500000 Penalty: 1032.538452
	Iteration 26Q: 3 clusters Score -5239128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -5239145.500000 Penalty: 1032.538452
	Iteration 27Q: 3 clusters Score -5239146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -5239154.000000 Penalty: 1032.538452
	Iteration 28Q: 3 clusters Score -5239154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -5239172.500000 Penalty: 1032.538452
	Iteration 29Q: 3 clusters Score -5239172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -5239191.500000 Penalty: 1032.538452
	Iteration 30Q: 3 clusters Score -5239192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -5239188.000000 Penalty: 1032.538452
	Iteration 31Q: 3 clusters Score -5239188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -5239213.500000 Penalty: 1032.538452
	Iteration 32Q: 3 clusters Score -5239214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -5239228.500000 Penalty: 1032.538452
	Iteration 33Q: 3 clusters Score -5239228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -5239232.000000 Penalty: 1032.538452
	Iteration 34Q: 3 clusters Score -5239232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -5239229.000000 Penalty: 1032.538452
	Iteration 35Q: 3 clusters Score -5239229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -5239226.500000 Penalty: 1032.538452
	Iteration 36Q: 3 clusters Score -5239226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -5239237.000000 Penalty: 1032.538452
	Iteration 37Q: 3 clusters Score -5239237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -5239242.500000 Penalty: 1032.538452
	Iteration 38Q: 3 clusters Score -5239242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -5239241.500000 Penalty: 1032.538452
	Iteration 39Q: 3 clusters Score -5239242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -5239239.500000 Penalty: 1032.538452
	Iteration 40F: 3 clusters Score -5239240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -5239238.000000 Penalty: 1032.538452
	Iteration 41Q: 3 clusters Score -5239238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -5239237.500000 Penalty: 1032.538452
	Iteration 42Q: 3 clusters Score -5239238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -5239240.500000 Penalty: 1032.538452
	Iteration 43Q: 3 clusters Score -5239240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -5239242.500000 Penalty: 1032.538452
	Iteration 44Q: 3 clusters Score -5239242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -5239245.000000 Penalty: 1032.538452
	Iteration 45Q: 3 clusters Score -5239245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -5239245.000000 Penalty: 1032.538452
	Iteration 46F: 3 clusters Score -5239245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Entering Unmasked Estep 
Score: -731337.312500 Penalty: 426.077850
	Iteration 0F: 2 clusters Score -731337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -723541.125000 Penalty: 852.155701
	Iteration 0F: 3 clusters Score -723541.1 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -726557.500000 Penalty: 852.155701
	Iteration 1F: 3 clusters Score -726557.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -726796.187500 Penalty: 852.155701
	Iteration 2Q: 3 clusters Score -726796.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -727122.312500 Penalty: 852.155701
	Iteration 3F: 3 clusters Score -727122.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -727496.437500 Penalty: 852.155701
	Iteration 4F: 3 clusters Score -727496.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -727938.062500 Penalty: 852.155701
	Iteration 5F: 3 clusters Score -727938.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -728476.437500 Penalty: 852.155701
	Iteration 6F: 3 clusters Score -728476.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -728935.812500 Penalty: 852.155701
	Iteration 7F: 3 clusters Score -728935.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -729159.562500 Penalty: 852.155701
	Iteration 8Q: 3 clusters Score -729159.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -729266.500000 Penalty: 852.155701
	Iteration 9Q: 3 clusters Score -729266.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -729328.625000 Penalty: 852.155701
	Iteration 10Q: 3 clusters Score -729328.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -729396.562500 Penalty: 852.155701
	Iteration 11Q: 3 clusters Score -729396.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -729462.750000 Penalty: 852.155701
	Iteration 12Q: 3 clusters Score -729462.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -729525.687500 Penalty: 852.155701
	Iteration 13Q: 3 clusters Score -729525.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -729585.750000 Penalty: 852.155701
	Iteration 14Q: 3 clusters Score -729585.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -729644.187500 Penalty: 852.155701
	Iteration 15Q: 3 clusters Score -729644.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -729700.500000 Penalty: 852.155701
	Iteration 16Q: 3 clusters Score -729700.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -729759.125000 Penalty: 852.155701
	Iteration 17Q: 3 clusters Score -729759.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -729809.750000 Penalty: 852.155701
	Iteration 18Q: 3 clusters Score -729809.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -729872.500000 Penalty: 852.155701
	Iteration 19Q: 3 clusters Score -729872.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -729936.625000 Penalty: 852.155701
	Iteration 20F: 3 clusters Score -729936.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -730002.000000 Penalty: 852.155701
	Iteration 21Q: 3 clusters Score -730002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -730062.187500 Penalty: 852.155701
	Iteration 22Q: 3 clusters Score -730062.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -730128.625000 Penalty: 852.155701
	Iteration 23Q: 3 clusters Score -730128.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -730201.187500 Penalty: 852.155701
	Iteration 24Q: 3 clusters Score -730201.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -730259.312500 Penalty: 852.155701
	Iteration 25Q: 3 clusters Score -730259.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -730302.125000 Penalty: 852.155701
	Iteration 26Q: 3 clusters Score -730302.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -730348.000000 Penalty: 852.155701
	Iteration 27Q: 3 clusters Score -730348 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -730408.000000 Penalty: 852.155701
	Iteration 28Q: 3 clusters Score -730408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -730466.062500 Penalty: 852.155701
	Iteration 29Q: 3 clusters Score -730466.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -730520.187500 Penalty: 852.155701
	Iteration 30Q: 3 clusters Score -730520.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -730560.687500 Penalty: 852.155701
	Iteration 31Q: 3 clusters Score -730560.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -730600.875000 Penalty: 852.155701
	Iteration 32Q: 3 clusters Score -730600.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -730642.812500 Penalty: 852.155701
	Iteration 33Q: 3 clusters Score -730642.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -730688.437500 Penalty: 852.155701
	Iteration 34Q: 3 clusters Score -730688.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -730729.750000 Penalty: 852.155701
	Iteration 35Q: 3 clusters Score -730729.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -730767.875000 Penalty: 852.155701
	Iteration 36Q: 3 clusters Score -730767.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -730808.250000 Penalty: 852.155701
	Iteration 37Q: 3 clusters Score -730808.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -730849.312500 Penalty: 852.155701
	Iteration 38Q: 3 clusters Score -730849.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -730884.062500 Penalty: 852.155701
	Iteration 39Q: 3 clusters Score -730884.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -730918.437500 Penalty: 852.155701
	Iteration 40F: 3 clusters Score -730918.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -730940.562500 Penalty: 852.155701
	Iteration 41Q: 3 clusters Score -730940.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -730956.437500 Penalty: 852.155701
	Iteration 42Q: 3 clusters Score -730956.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -730971.375000 Penalty: 852.155701
	Iteration 43Q: 3 clusters Score -730971.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -730983.687500 Penalty: 852.155701
	Iteration 44Q: 3 clusters Score -730983.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -730996.375000 Penalty: 852.155701
	Iteration 45Q: 3 clusters Score -730996.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -731006.812500 Penalty: 852.155701
	Iteration 46Q: 3 clusters Score -731006.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -731017.750000 Penalty: 852.155701
	Iteration 47Q: 3 clusters Score -731017.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -731030.125000 Penalty: 852.155701
	Iteration 48Q: 3 clusters Score -731030.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -731040.687500 Penalty: 852.155701
	Iteration 49Q: 3 clusters Score -731040.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -731047.187500 Penalty: 852.155701
	Iteration 50Q: 3 clusters Score -731047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -731050.500000 Penalty: 852.155701
	Iteration 51Q: 3 clusters Score -731050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -731053.250000 Penalty: 852.155701
	Iteration 52Q: 3 clusters Score -731053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -731055.250000 Penalty: 852.155701
	Iteration 53Q: 3 clusters Score -731055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -731058.437500 Penalty: 852.155701
	Iteration 54Q: 3 clusters Score -731058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -731060.750000 Penalty: 852.155701
	Iteration 55Q: 3 clusters Score -731060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -731061.062500 Penalty: 852.155701
	Iteration 56Q: 3 clusters Score -731061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -731062.312500 Penalty: 852.155701
	Iteration 57Q: 3 clusters Score -731062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -731064.500000 Penalty: 852.155701
	Iteration 58Q: 3 clusters Score -731064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -731065.562500 Penalty: 852.155701
	Iteration 59Q: 3 clusters Score -731065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -731066.250000 Penalty: 852.155701
	Iteration 60F: 3 clusters Score -731066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9734.912109 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9734.912 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 95 members 
Entering Unmasked Estep 
Score: -9450.862305 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9450.862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9528.900391 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9528.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9563.161133 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9563.161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9589.003906 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -9589.004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9597.211914 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9597.212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9601.012695 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9601.013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9602.263672 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9602.264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9604.712891 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -9604.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9604.712891 Penalty: 476.998962
	Iteration 8F: 3 clusters Score -9604.713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -13558.305664 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -13558.31 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 89 members 
Entering Unmasked Estep 
Score: -13275.516602 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -13275.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13356.078125 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -13356.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13395.238281 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -13395.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13449.296875 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -13449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13480.668945 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -13480.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13495.696289 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -13495.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13496.419922 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -13496.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13496.419922 Penalty: 480.308441
	Iteration 7F: 3 clusters Score -13496.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Entering Unmasked Estep 
Score: -5417980.000000 Penalty: 517.508484
	Iteration 0F: 2 clusters Score -5417980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5360107.500000 Penalty: 1035.016968
	Iteration 0F: 3 clusters Score -5360108 nChanged 42609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -5385974.000000 Penalty: 1035.016968
	Iteration 1F: 3 clusters Score -5385974 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -5387375.500000 Penalty: 1035.016968
	Iteration 2Q: 3 clusters Score -5387376 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -5389878.000000 Penalty: 1035.016968
	Iteration 3F: 3 clusters Score -5389878 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -5394191.000000 Penalty: 1035.016968
	Iteration 4F: 3 clusters Score -5394191 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -5400452.500000 Penalty: 1035.016968
	Iteration 5F: 3 clusters Score -5400452 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -5405488.000000 Penalty: 1035.016968
	Iteration 6F: 3 clusters Score -5405488 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -5407359.000000 Penalty: 1035.016968
	Iteration 7Q: 3 clusters Score -5407359 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -5408004.000000 Penalty: 1035.016968
	Iteration 8Q: 3 clusters Score -5408004 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -5408433.500000 Penalty: 1035.016968
	Iteration 9Q: 3 clusters Score -5408434 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -5408758.500000 Penalty: 1035.016968
	Iteration 10Q: 3 clusters Score -5408758 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -5409126.000000 Penalty: 1035.016968
	Iteration 11Q: 3 clusters Score -5409126 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -5409471.500000 Penalty: 1035.016968
	Iteration 12Q: 3 clusters Score -5409472 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -5409831.500000 Penalty: 1035.016968
	Iteration 13Q: 3 clusters Score -5409832 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -5410171.000000 Penalty: 1035.016968
	Iteration 14Q: 3 clusters Score -5410171 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -5410468.500000 Penalty: 1035.016968
	Iteration 15Q: 3 clusters Score -5410468 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -5410777.500000 Penalty: 1035.016968
	Iteration 16Q: 3 clusters Score -5410778 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -5411156.000000 Penalty: 1035.016968
	Iteration 17Q: 3 clusters Score -5411156 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -5411542.500000 Penalty: 1035.016968
	Iteration 18Q: 3 clusters Score -5411542 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -5411905.500000 Penalty: 1035.016968
	Iteration 19Q: 3 clusters Score -5411906 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -5412384.500000 Penalty: 1035.016968
	Iteration 20F: 3 clusters Score -5412384 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -5412836.000000 Penalty: 1035.016968
	Iteration 21Q: 3 clusters Score -5412836 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -5413305.000000 Penalty: 1035.016968
	Iteration 22Q: 3 clusters Score -5413305 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -5413830.500000 Penalty: 1035.016968
	Iteration 23Q: 3 clusters Score -5413830 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -5414472.500000 Penalty: 1035.016968
	Iteration 24Q: 3 clusters Score -5414472 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -5415065.000000 Penalty: 1035.016968
	Iteration 25Q: 3 clusters Score -5415065 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -5415663.000000 Penalty: 1035.016968
	Iteration 26Q: 3 clusters Score -5415663 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -5416200.000000 Penalty: 1035.016968
	Iteration 27Q: 3 clusters Score -5416200 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -5416643.500000 Penalty: 1035.016968
	Iteration 28Q: 3 clusters Score -5416644 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -5416981.000000 Penalty: 1035.016968
	Iteration 29Q: 3 clusters Score -5416981 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -5417240.500000 Penalty: 1035.016968
	Iteration 30Q: 3 clusters Score -5417240 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -5417349.000000 Penalty: 1035.016968
	Iteration 31Q: 3 clusters Score -5417349 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -5417427.500000 Penalty: 1035.016968
	Iteration 32Q: 3 clusters Score -5417428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -5417453.000000 Penalty: 1035.016968
	Iteration 33Q: 3 clusters Score -5417453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -5417470.000000 Penalty: 1035.016968
	Iteration 34Q: 3 clusters Score -5417470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -5417495.500000 Penalty: 1035.016968
	Iteration 35Q: 3 clusters Score -5417496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -5417509.500000 Penalty: 1035.016968
	Iteration 36Q: 3 clusters Score -5417510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -5417518.000000 Penalty: 1035.016968
	Iteration 37Q: 3 clusters Score -5417518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -5417522.500000 Penalty: 1035.016968
	Iteration 38Q: 3 clusters Score -5417522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -5417523.500000 Penalty: 1035.016968
	Iteration 39Q: 3 clusters Score -5417524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -5417521.500000 Penalty: 1035.016968
	Iteration 40F: 3 clusters Score -5417522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -5417525.000000 Penalty: 1035.016968
	Iteration 41Q: 3 clusters Score -5417525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -5417526.500000 Penalty: 1035.016968
	Iteration 42Q: 3 clusters Score -5417526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -5417526.500000 Penalty: 1035.016968
	Iteration 43F: 3 clusters Score -5417526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -251061.796875 Penalty: 377.944458
	Iteration 0F: 2 clusters Score -251061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -248349.875000 Penalty: 755.888916
	Iteration 0F: 3 clusters Score -248349.9 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -249467.859375 Penalty: 755.888916
	Iteration 1F: 3 clusters Score -249467.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -249807.203125 Penalty: 755.888916
	Iteration 2F: 3 clusters Score -249807.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -250233.328125 Penalty: 755.888916
	Iteration 3F: 3 clusters Score -250233.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -250591.937500 Penalty: 755.888916
	Iteration 4F: 3 clusters Score -250591.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -250832.375000 Penalty: 755.888916
	Iteration 5F: 3 clusters Score -250832.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -250979.109375 Penalty: 755.888916
	Iteration 6Q: 3 clusters Score -250979.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -251025.171875 Penalty: 755.888916
	Iteration 7Q: 3 clusters Score -251025.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -251036.328125 Penalty: 755.888916
	Iteration 8Q: 3 clusters Score -251036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -251042.296875 Penalty: 755.888916
	Iteration 9Q: 3 clusters Score -251042.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -251045.734375 Penalty: 755.888916
	Iteration 10Q: 3 clusters Score -251045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -251046.984375 Penalty: 755.888916
	Iteration 11Q: 3 clusters Score -251047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -251048.062500 Penalty: 755.888916
	Iteration 12Q: 3 clusters Score -251048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -251048.000000 Penalty: 755.888916
	Iteration 13Q: 3 clusters Score -251048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -251048.453125 Penalty: 755.888916
	Iteration 14Q: 3 clusters Score -251048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -251048.453125 Penalty: 755.888916
	Iteration 15Q: 3 clusters Score -251048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -251048.453125 Penalty: 755.888916
	Iteration 16F: 3 clusters Score -251048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Entering Unmasked Estep 
Score: -4996830.000000 Penalty: 514.221069
	Iteration 0F: 2 clusters Score -4996830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4942359.000000 Penalty: 1028.442139
	Iteration 0F: 3 clusters Score -4942359 nChanged 39537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -4967917.500000 Penalty: 1028.442139
	Iteration 1F: 3 clusters Score -4967918 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -4970098.000000 Penalty: 1028.442139
	Iteration 2Q: 3 clusters Score -4970098 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -4973278.500000 Penalty: 1028.442139
	Iteration 3F: 3 clusters Score -4973278 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -4977698.500000 Penalty: 1028.442139
	Iteration 4F: 3 clusters Score -4977698 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -4982436.000000 Penalty: 1028.442139
	Iteration 5F: 3 clusters Score -4982436 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -4985788.000000 Penalty: 1028.442139
	Iteration 6F: 3 clusters Score -4985788 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -4987281.000000 Penalty: 1028.442139
	Iteration 7Q: 3 clusters Score -4987281 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -4988120.500000 Penalty: 1028.442139
	Iteration 8Q: 3 clusters Score -4988120 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -4988958.500000 Penalty: 1028.442139
	Iteration 9Q: 3 clusters Score -4988958 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -4989710.500000 Penalty: 1028.442139
	Iteration 10Q: 3 clusters Score -4989710 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -4990561.000000 Penalty: 1028.442139
	Iteration 11Q: 3 clusters Score -4990561 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -4991385.000000 Penalty: 1028.442139
	Iteration 12Q: 3 clusters Score -4991385 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -4992223.000000 Penalty: 1028.442139
	Iteration 13Q: 3 clusters Score -4992223 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -4993072.500000 Penalty: 1028.442139
	Iteration 14Q: 3 clusters Score -4993072 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -4993867.000000 Penalty: 1028.442139
	Iteration 15Q: 3 clusters Score -4993867 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -4994557.500000 Penalty: 1028.442139
	Iteration 16Q: 3 clusters Score -4994558 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -4995059.500000 Penalty: 1028.442139
	Iteration 17Q: 3 clusters Score -4995060 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -4995464.000000 Penalty: 1028.442139
	Iteration 18Q: 3 clusters Score -4995464 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -4995724.000000 Penalty: 1028.442139
	Iteration 19Q: 3 clusters Score -4995724 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -4995918.000000 Penalty: 1028.442139
	Iteration 20F: 3 clusters Score -4995918 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -4996060.500000 Penalty: 1028.442139
	Iteration 21Q: 3 clusters Score -4996060 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -4996156.500000 Penalty: 1028.442139
	Iteration 22Q: 3 clusters Score -4996156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -4996228.000000 Penalty: 1028.442139
	Iteration 23Q: 3 clusters Score -4996228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -4996274.000000 Penalty: 1028.442139
	Iteration 24Q: 3 clusters Score -4996274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -4996298.000000 Penalty: 1028.442139
	Iteration 25Q: 3 clusters Score -4996298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -4996321.500000 Penalty: 1028.442139
	Iteration 26Q: 3 clusters Score -4996322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -4996337.000000 Penalty: 1028.442139
	Iteration 27Q: 3 clusters Score -4996337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -4996353.500000 Penalty: 1028.442139
	Iteration 28Q: 3 clusters Score -4996354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -4996358.000000 Penalty: 1028.442139
	Iteration 29Q: 3 clusters Score -4996358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -4996380.500000 Penalty: 1028.442139
	Iteration 30Q: 3 clusters Score -4996380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -4996396.500000 Penalty: 1028.442139
	Iteration 31Q: 3 clusters Score -4996396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -4996410.500000 Penalty: 1028.442139
	Iteration 32Q: 3 clusters Score -4996410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -4996420.000000 Penalty: 1028.442139
	Iteration 33Q: 3 clusters Score -4996420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -4996430.000000 Penalty: 1028.442139
	Iteration 34Q: 3 clusters Score -4996430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -4996431.000000 Penalty: 1028.442139
	Iteration 35Q: 3 clusters Score -4996431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -4996442.500000 Penalty: 1028.442139
	Iteration 36Q: 3 clusters Score -4996442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -4996443.000000 Penalty: 1028.442139
	Iteration 37Q: 3 clusters Score -4996443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -4996443.000000 Penalty: 1028.442139
	Iteration 38Q: 3 clusters Score -4996443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -4996452.000000 Penalty: 1028.442139
	Iteration 39Q: 3 clusters Score -4996452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -4996455.000000 Penalty: 1028.442139
	Iteration 40F: 3 clusters Score -4996455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -4996450.500000 Penalty: 1028.442139
	Iteration 41Q: 3 clusters Score -4996450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -4996456.000000 Penalty: 1028.442139
	Iteration 42Q: 3 clusters Score -4996456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -4996455.000000 Penalty: 1028.442139
	Iteration 43Q: 3 clusters Score -4996455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -4996456.000000 Penalty: 1028.442139
	Iteration 44Q: 3 clusters Score -4996456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -4996461.500000 Penalty: 1028.442139
	Iteration 45Q: 3 clusters Score -4996462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -4996459.000000 Penalty: 1028.442139
	Iteration 46Q: 3 clusters Score -4996459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -4996458.000000 Penalty: 1028.442139
	Iteration 47Q: 3 clusters Score -4996458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -4996458.000000 Penalty: 1028.442139
	Iteration 48Q: 3 clusters Score -4996458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -4996461.000000 Penalty: 1028.442139
	Iteration 49Q: 3 clusters Score -4996461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -4996461.000000 Penalty: 1028.442139
	Iteration 50F: 3 clusters Score -4996461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Entering Unmasked Estep 
Score: -4452597.500000 Penalty: 509.335785
	Iteration 0F: 2 clusters Score -4452598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4403542.500000 Penalty: 1018.671570
	Iteration 0F: 3 clusters Score -4403542 nChanged 35409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4425848.500000 Penalty: 1018.671570
	Iteration 1F: 3 clusters Score -4425848 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4428109.500000 Penalty: 1018.671570
	Iteration 2F: 3 clusters Score -4428110 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4431766.500000 Penalty: 1018.671570
	Iteration 3F: 3 clusters Score -4431766 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4436889.000000 Penalty: 1018.671570
	Iteration 4F: 3 clusters Score -4436889 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4442768.000000 Penalty: 1018.671570
	Iteration 5F: 3 clusters Score -4442768 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4447279.500000 Penalty: 1018.671570
	Iteration 6F: 3 clusters Score -4447280 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4449768.000000 Penalty: 1018.671570
	Iteration 7Q: 3 clusters Score -4449768 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4451077.500000 Penalty: 1018.671570
	Iteration 8Q: 3 clusters Score -4451078 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4451648.500000 Penalty: 1018.671570
	Iteration 9Q: 3 clusters Score -4451648 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4451925.500000 Penalty: 1018.671570
	Iteration 10Q: 3 clusters Score -4451926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4452032.500000 Penalty: 1018.671570
	Iteration 11Q: 3 clusters Score -4452032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4452098.500000 Penalty: 1018.671570
	Iteration 12Q: 3 clusters Score -4452098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4452138.000000 Penalty: 1018.671570
	Iteration 13Q: 3 clusters Score -4452138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4452161.500000 Penalty: 1018.671570
	Iteration 14Q: 3 clusters Score -4452162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4452174.000000 Penalty: 1018.671570
	Iteration 15Q: 3 clusters Score -4452174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4452182.500000 Penalty: 1018.671570
	Iteration 16Q: 3 clusters Score -4452182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4452202.000000 Penalty: 1018.671570
	Iteration 17Q: 3 clusters Score -4452202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4452219.000000 Penalty: 1018.671570
	Iteration 18Q: 3 clusters Score -4452219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4452230.000000 Penalty: 1018.671570
	Iteration 19Q: 3 clusters Score -4452230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4452248.500000 Penalty: 1018.671570
	Iteration 20F: 3 clusters Score -4452248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4452269.500000 Penalty: 1018.671570
	Iteration 21Q: 3 clusters Score -4452270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4452282.500000 Penalty: 1018.671570
	Iteration 22Q: 3 clusters Score -4452282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4452287.500000 Penalty: 1018.671570
	Iteration 23Q: 3 clusters Score -4452288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4452287.500000 Penalty: 1018.671570
	Iteration 24Q: 3 clusters Score -4452288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4452294.000000 Penalty: 1018.671570
	Iteration 25Q: 3 clusters Score -4452294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4452297.000000 Penalty: 1018.671570
	Iteration 26Q: 3 clusters Score -4452297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4452296.500000 Penalty: 1018.671570
	Iteration 27Q: 3 clusters Score -4452296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4452296.500000 Penalty: 1018.671570
	Iteration 28F: 3 clusters Score -4452296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7596.395020 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7596.395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7373.616699 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7373.617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7409.331543 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7409.332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7427.989746 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -7427.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7433.407715 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -7433.408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7445.554199 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -7445.554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7457.575684 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -7457.576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7460.801270 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -7460.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7470.539551 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -7470.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7472.558105 Penalty: 440.101654
	Iteration 8Q: 3 clusters Score -7472.558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7472.558105 Penalty: 440.101654
	Iteration 9F: 3 clusters Score -7472.558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 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 325 members 
Entering Unmasked Estep 
Score: -40485.289062 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40485.29 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40632.203125 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40632.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40663.621094 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40663.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40706.242188 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40706.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40747.375000 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40747.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40770.757812 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40770.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40784.292969 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40784.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40791.593750 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40791.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40804.457031 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40804.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40828.964844 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40828.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40866.726562 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40866.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40933.609375 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40933.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40971.406250 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40971.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40981.156250 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40981.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40984.542969 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40984.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40985.792969 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40985.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40986.722656 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -40986.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40986.722656 Penalty: 585.543701
	Iteration 17F: 3 clusters Score -40986.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -290189.593750 Penalty: 385.750671
	Iteration 0F: 2 clusters Score -290189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -286898.375000 Penalty: 771.501343
	Iteration 0F: 3 clusters Score -286898.4 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -288131.843750 Penalty: 771.501343
	Iteration 1F: 3 clusters Score -288131.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -288246.906250 Penalty: 771.501343
	Iteration 2F: 3 clusters Score -288246.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -288352.906250 Penalty: 771.501343
	Iteration 3F: 3 clusters Score -288352.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -288461.937500 Penalty: 771.501343
	Iteration 4Q: 3 clusters Score -288461.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -288581.375000 Penalty: 771.501343
	Iteration 5Q: 3 clusters Score -288581.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -288707.250000 Penalty: 771.501343
	Iteration 6Q: 3 clusters Score -288707.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -288872.375000 Penalty: 771.501343
	Iteration 7Q: 3 clusters Score -288872.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -289094.656250 Penalty: 771.501343
	Iteration 8F: 3 clusters Score -289094.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -289292.468750 Penalty: 771.501343
	Iteration 9Q: 3 clusters Score -289292.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -289469.593750 Penalty: 771.501343
	Iteration 10Q: 3 clusters Score -289469.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -289587.625000 Penalty: 771.501343
	Iteration 11Q: 3 clusters Score -289587.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -289646.437500 Penalty: 771.501343
	Iteration 12Q: 3 clusters Score -289646.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -289691.250000 Penalty: 771.501343
	Iteration 13Q: 3 clusters Score -289691.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -289732.968750 Penalty: 771.501343
	Iteration 14Q: 3 clusters Score -289733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -289758.281250 Penalty: 771.501343
	Iteration 15Q: 3 clusters Score -289758.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -289787.187500 Penalty: 771.501343
	Iteration 16Q: 3 clusters Score -289787.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -289804.812500 Penalty: 771.501343
	Iteration 17Q: 3 clusters Score -289804.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -289816.562500 Penalty: 771.501343
	Iteration 18Q: 3 clusters Score -289816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -289824.437500 Penalty: 771.501343
	Iteration 19Q: 3 clusters Score -289824.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -289836.531250 Penalty: 771.501343
	Iteration 20F: 3 clusters Score -289836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -289841.781250 Penalty: 771.501343
	Iteration 21Q: 3 clusters Score -289841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -289847.250000 Penalty: 771.501343
	Iteration 22Q: 3 clusters Score -289847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -289852.187500 Penalty: 771.501343
	Iteration 23Q: 3 clusters Score -289852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -289855.187500 Penalty: 771.501343
	Iteration 24Q: 3 clusters Score -289855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -289859.562500 Penalty: 771.501343
	Iteration 25Q: 3 clusters Score -289859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -289866.937500 Penalty: 771.501343
	Iteration 26Q: 3 clusters Score -289866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -289872.593750 Penalty: 771.501343
	Iteration 27Q: 3 clusters Score -289872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -289876.562500 Penalty: 771.501343
	Iteration 28Q: 3 clusters Score -289876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -289879.718750 Penalty: 771.501343
	Iteration 29Q: 3 clusters Score -289879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -289881.937500 Penalty: 771.501343
	Iteration 30Q: 3 clusters Score -289881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -289885.062500 Penalty: 771.501343
	Iteration 31Q: 3 clusters Score -289885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -289885.750000 Penalty: 771.501343
	Iteration 32Q: 3 clusters Score -289885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -289886.187500 Penalty: 771.501343
	Iteration 33Q: 3 clusters Score -289886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -289886.468750 Penalty: 771.501343
	Iteration 34Q: 3 clusters Score -289886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -289886.781250 Penalty: 771.501343
	Iteration 35Q: 3 clusters Score -289886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -289888.468750 Penalty: 771.501343
	Iteration 36Q: 3 clusters Score -289888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -289890.593750 Penalty: 771.501343
	Iteration 37Q: 3 clusters Score -289890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -289894.062500 Penalty: 771.501343
	Iteration 38Q: 3 clusters Score -289894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -289898.062500 Penalty: 771.501343
	Iteration 39Q: 3 clusters Score -289898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -289900.000000 Penalty: 771.501343
	Iteration 40F: 3 clusters Score -289900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -289905.031250 Penalty: 771.501343
	Iteration 41Q: 3 clusters Score -289905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -289906.062500 Penalty: 771.501343
	Iteration 42Q: 3 clusters Score -289906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -289906.843750 Penalty: 771.501343
	Iteration 43Q: 3 clusters Score -289906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -289907.562500 Penalty: 771.501343
	Iteration 44Q: 3 clusters Score -289907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -289907.937500 Penalty: 771.501343
	Iteration 45Q: 3 clusters Score -289907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -289908.875000 Penalty: 771.501343
	Iteration 46Q: 3 clusters Score -289908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -289909.406250 Penalty: 771.501343
	Iteration 47Q: 3 clusters Score -289909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -289909.406250 Penalty: 771.501343
	Iteration 48F: 3 clusters Score -289909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Entering Unmasked Estep 
Score: -5551361.500000 Penalty: 518.658386
	Iteration 0F: 2 clusters Score -5551362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -5492203.500000 Penalty: 1037.316772
	Iteration 0F: 3 clusters Score -5492204 nChanged 43534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -5518484.500000 Penalty: 1037.316772
	Iteration 1F: 3 clusters Score -5518484 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5519504.500000 Penalty: 1037.316772
	Iteration 2Q: 3 clusters Score -5519504 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5521286.000000 Penalty: 1037.316772
	Iteration 3Q: 3 clusters Score -5521286 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -5524245.500000 Penalty: 1037.316772
	Iteration 4F: 3 clusters Score -5524246 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5528706.000000 Penalty: 1037.316772
	Iteration 5F: 3 clusters Score -5528706 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -5533689.500000 Penalty: 1037.316772
	Iteration 6F: 3 clusters Score -5533690 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -5537244.500000 Penalty: 1037.316772
	Iteration 7F: 3 clusters Score -5537244 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5538686.000000 Penalty: 1037.316772
	Iteration 8Q: 3 clusters Score -5538686 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5539241.000000 Penalty: 1037.316772
	Iteration 9Q: 3 clusters Score -5539241 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -5539646.000000 Penalty: 1037.316772
	Iteration 10Q: 3 clusters Score -5539646 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5540032.500000 Penalty: 1037.316772
	Iteration 11Q: 3 clusters Score -5540032 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5540417.000000 Penalty: 1037.316772
	Iteration 12Q: 3 clusters Score -5540417 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5540879.000000 Penalty: 1037.316772
	Iteration 13Q: 3 clusters Score -5540879 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5541333.500000 Penalty: 1037.316772
	Iteration 14Q: 3 clusters Score -5541334 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5541893.000000 Penalty: 1037.316772
	Iteration 15Q: 3 clusters Score -5541893 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -5542411.000000 Penalty: 1037.316772
	Iteration 16Q: 3 clusters Score -5542411 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -5543141.500000 Penalty: 1037.316772
	Iteration 17Q: 3 clusters Score -5543142 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5543861.000000 Penalty: 1037.316772
	Iteration 18Q: 3 clusters Score -5543861 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5544724.000000 Penalty: 1037.316772
	Iteration 19Q: 3 clusters Score -5544724 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -5545807.000000 Penalty: 1037.316772
	Iteration 20F: 3 clusters Score -5545807 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5546777.000000 Penalty: 1037.316772
	Iteration 21Q: 3 clusters Score -5546777 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5547829.000000 Penalty: 1037.316772
	Iteration 22Q: 3 clusters Score -5547829 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5548740.000000 Penalty: 1037.316772
	Iteration 23Q: 3 clusters Score -5548740 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5549575.500000 Penalty: 1037.316772
	Iteration 24Q: 3 clusters Score -5549576 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5550213.500000 Penalty: 1037.316772
	Iteration 25Q: 3 clusters Score -5550214 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5550719.000000 Penalty: 1037.316772
	Iteration 26Q: 3 clusters Score -5550719 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5550937.000000 Penalty: 1037.316772
	Iteration 27Q: 3 clusters Score -5550937 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5551104.500000 Penalty: 1037.316772
	Iteration 28Q: 3 clusters Score -5551104 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5551158.000000 Penalty: 1037.316772
	Iteration 29Q: 3 clusters Score -5551158 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5551201.500000 Penalty: 1037.316772
	Iteration 30Q: 3 clusters Score -5551202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5551187.500000 Penalty: 1037.316772
	Iteration 31Q: 3 clusters Score -5551188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5551199.500000 Penalty: 1037.316772
	Iteration 32Q: 3 clusters Score -5551200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5551189.500000 Penalty: 1037.316772
	Iteration 33Q: 3 clusters Score -5551190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5551187.500000 Penalty: 1037.316772
	Iteration 34Q: 3 clusters Score -5551188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5551189.500000 Penalty: 1037.316772
	Iteration 35Q: 3 clusters Score -5551190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5551179.000000 Penalty: 1037.316772
	Iteration 36Q: 3 clusters Score -5551179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5551177.000000 Penalty: 1037.316772
	Iteration 37Q: 3 clusters Score -5551177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5551171.000000 Penalty: 1037.316772
	Iteration 38Q: 3 clusters Score -5551171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5551170.500000 Penalty: 1037.316772
	Iteration 39Q: 3 clusters Score -5551170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5551163.000000 Penalty: 1037.316772
	Iteration 40F: 3 clusters Score -5551163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5551156.000000 Penalty: 1037.316772
	Iteration 41Q: 3 clusters Score -5551156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5551148.500000 Penalty: 1037.316772
	Iteration 42Q: 3 clusters Score -5551148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5551154.000000 Penalty: 1037.316772
	Iteration 43Q: 3 clusters Score -5551154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5551158.000000 Penalty: 1037.316772
	Iteration 44Q: 3 clusters Score -5551158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5551149.500000 Penalty: 1037.316772
	Iteration 45Q: 3 clusters Score -5551150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5551150.500000 Penalty: 1037.316772
	Iteration 46Q: 3 clusters Score -5551150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5551150.000000 Penalty: 1037.316772
	Iteration 47Q: 3 clusters Score -5551150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5551152.500000 Penalty: 1037.316772
	Iteration 48Q: 3 clusters Score -5551152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5551154.000000 Penalty: 1037.316772
	Iteration 49Q: 3 clusters Score -5551154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5551158.500000 Penalty: 1037.316772
	Iteration 50Q: 3 clusters Score -5551158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5551153.000000 Penalty: 1037.316772
	Iteration 51Q: 3 clusters Score -5551153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5551153.000000 Penalty: 1037.316772
	Iteration 52F: 3 clusters Score -5551153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -15477.742188 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -15477.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15144.573242 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -15144.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15301.265625 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -15301.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15336.156250 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -15336.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15365.687500 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -15365.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15390.789062 Penalty: 510.127991
	Iteration 4F: 3 clusters Score -15390.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15397.970703 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -15397.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15413.401367 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -15413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15417.614258 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -15417.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15419.350586 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -15419.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15419.862305 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -15419.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15419.862305 Penalty: 510.127991
	Iteration 10F: 3 clusters Score -15419.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Entering Unmasked Estep 
Score: -954649.875000 Penalty: 438.766754
	Iteration 0F: 2 clusters Score -954649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -944295.312500 Penalty: 877.533508
	Iteration 0F: 3 clusters Score -944295.3 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -948756.437500 Penalty: 877.533508
	Iteration 1F: 3 clusters Score -948756.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -949323.375000 Penalty: 877.533508
	Iteration 2F: 3 clusters Score -949323.4 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -950083.687500 Penalty: 877.533508
	Iteration 3F: 3 clusters Score -950083.7 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -951050.437500 Penalty: 877.533508
	Iteration 4F: 3 clusters Score -951050.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -951977.062500 Penalty: 877.533508
	Iteration 5F: 3 clusters Score -951977.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -952651.812500 Penalty: 877.533508
	Iteration 6F: 3 clusters Score -952651.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -953051.687500 Penalty: 877.533508
	Iteration 7Q: 3 clusters Score -953051.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -953252.875000 Penalty: 877.533508
	Iteration 8Q: 3 clusters Score -953252.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -953370.437500 Penalty: 877.533508
	Iteration 9Q: 3 clusters Score -953370.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -953456.500000 Penalty: 877.533508
	Iteration 10Q: 3 clusters Score -953456.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -953530.312500 Penalty: 877.533508
	Iteration 11Q: 3 clusters Score -953530.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -953586.062500 Penalty: 877.533508
	Iteration 12Q: 3 clusters Score -953586.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -953638.062500 Penalty: 877.533508
	Iteration 13Q: 3 clusters Score -953638.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -953682.437500 Penalty: 877.533508
	Iteration 14Q: 3 clusters Score -953682.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -953732.687500 Penalty: 877.533508
	Iteration 15Q: 3 clusters Score -953732.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -953776.875000 Penalty: 877.533508
	Iteration 16Q: 3 clusters Score -953776.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -953834.750000 Penalty: 877.533508
	Iteration 17Q: 3 clusters Score -953834.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -953889.687500 Penalty: 877.533508
	Iteration 18Q: 3 clusters Score -953889.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -953941.500000 Penalty: 877.533508
	Iteration 19Q: 3 clusters Score -953941.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -953994.625000 Penalty: 877.533508
	Iteration 20F: 3 clusters Score -953994.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -954042.062500 Penalty: 877.533508
	Iteration 21Q: 3 clusters Score -954042.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -954095.500000 Penalty: 877.533508
	Iteration 22Q: 3 clusters Score -954095.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -954133.375000 Penalty: 877.533508
	Iteration 23Q: 3 clusters Score -954133.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -954170.562500 Penalty: 877.533508
	Iteration 24Q: 3 clusters Score -954170.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -954205.750000 Penalty: 877.533508
	Iteration 25Q: 3 clusters Score -954205.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -954227.812500 Penalty: 877.533508
	Iteration 26Q: 3 clusters Score -954227.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -954243.687500 Penalty: 877.533508
	Iteration 27Q: 3 clusters Score -954243.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -954249.687500 Penalty: 877.533508
	Iteration 28Q: 3 clusters Score -954249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -954252.062500 Penalty: 877.533508
	Iteration 29Q: 3 clusters Score -954252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -954256.250000 Penalty: 877.533508
	Iteration 30Q: 3 clusters Score -954256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -954260.562500 Penalty: 877.533508
	Iteration 31Q: 3 clusters Score -954260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -954263.000000 Penalty: 877.533508
	Iteration 32Q: 3 clusters Score -954263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -954263.687500 Penalty: 877.533508
	Iteration 33Q: 3 clusters Score -954263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -954265.625000 Penalty: 877.533508
	Iteration 34Q: 3 clusters Score -954265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -954267.687500 Penalty: 877.533508
	Iteration 35Q: 3 clusters Score -954267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -954267.312500 Penalty: 877.533508
	Iteration 36Q: 3 clusters Score -954267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -954267.750000 Penalty: 877.533508
	Iteration 37Q: 3 clusters Score -954267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -954266.750000 Penalty: 877.533508
	Iteration 38Q: 3 clusters Score -954266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -954268.312500 Penalty: 877.533508
	Iteration 39Q: 3 clusters Score -954268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -954268.312500 Penalty: 877.533508
	Iteration 40F: 3 clusters Score -954268.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -20327.414062 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -20327.41 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 149 members 
Entering Unmasked Estep 
Score: -19948.187500 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19948.19 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20044.060547 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -20044.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20091.074219 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -20091.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20128.281250 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -20128.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20155.207031 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -20155.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20185.103516 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -20185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20198.169922 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -20198.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20212.925781 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -20212.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20230.851562 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -20230.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20254.099609 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -20254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20272.869141 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -20272.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20288.367188 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -20288.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20294.363281 Penalty: 523.194763
	Iteration 12Q: 3 clusters Score -20294.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20302.535156 Penalty: 523.194763
	Iteration 13Q: 3 clusters Score -20302.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20310.279297 Penalty: 523.194763
	Iteration 14Q: 3 clusters Score -20310.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20319.220703 Penalty: 523.194763
	Iteration 15Q: 3 clusters Score -20319.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20324.912109 Penalty: 523.194763
	Iteration 16Q: 3 clusters Score -20324.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20326.667969 Penalty: 523.194763
	Iteration 17Q: 3 clusters Score -20326.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20328.791016 Penalty: 523.194763
	Iteration 18Q: 3 clusters Score -20328.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20330.820312 Penalty: 523.194763
	Iteration 19Q: 3 clusters Score -20330.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20330.820312 Penalty: 523.194763
	Iteration 20F: 3 clusters Score -20330.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 183 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 131 members 
Entering Unmasked Estep 
Score: -53286520.000000 Penalty: 41788.941406
Splitting cluster 23 changes total score from -53286784.000000 to -53286520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -72064.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -71200.921875 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -71200.92 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71610.078125 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -71610.08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -71727.835938 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -71727.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71805.976562 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -71805.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -71866.710938 Penalty: 641.324097
	Iteration 4F: 3 clusters Score -71866.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -71927.867188 Penalty: 641.324097
	Iteration 5F: 3 clusters Score -71927.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -71968.289062 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -71968.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71997.867188 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -71997.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -72019.320312 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -72019.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -72030.351562 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -72030.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -72035.101562 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -72035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -72036.375000 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -72036.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -72038.078125 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -72038.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -72038.617188 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -72038.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -72038.507812 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -72038.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -72039.218750 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -72039.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -72039.515625 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -72039.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -72039.828125 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -72039.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -72041.062500 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -72041.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -72041.226562 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -72041.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -72041.226562 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -72041.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 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 119 members 
Entering Unmasked Estep 
Score: -13650.852539 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13650.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13774.239258 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13774.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13793.278320 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13793.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13804.699219 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13813.135742 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13813.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13820.066406 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13820.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13828.948242 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13828.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13830.051758 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13830.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13830.051758 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -13830.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -70789.265625 Penalty: 320.543182
	Iteration 0F: 2 clusters Score -70789.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69903.445312 Penalty: 641.086365
	Iteration 0F: 3 clusters Score -69903.45 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70201.835938 Penalty: 641.086365
	Iteration 1F: 3 clusters Score -70201.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70276.421875 Penalty: 641.086365
	Iteration 2F: 3 clusters Score -70276.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70353.507812 Penalty: 641.086365
	Iteration 3F: 3 clusters Score -70353.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70436.828125 Penalty: 641.086365
	Iteration 4F: 3 clusters Score -70436.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70504.632812 Penalty: 641.086365
	Iteration 5Q: 3 clusters Score -70504.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70532.226562 Penalty: 641.086365
	Iteration 6Q: 3 clusters Score -70532.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70541.679688 Penalty: 641.086365
	Iteration 7Q: 3 clusters Score -70541.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70546.179688 Penalty: 641.086365
	Iteration 8Q: 3 clusters Score -70546.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70546.953125 Penalty: 641.086365
	Iteration 9Q: 3 clusters Score -70546.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70547.625000 Penalty: 641.086365
	Iteration 10Q: 3 clusters Score -70547.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70549.023438 Penalty: 641.086365
	Iteration 11Q: 3 clusters Score -70549.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70551.296875 Penalty: 641.086365
	Iteration 12Q: 3 clusters Score -70551.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70554.015625 Penalty: 641.086365
	Iteration 13Q: 3 clusters Score -70554.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70555.359375 Penalty: 641.086365
	Iteration 14Q: 3 clusters Score -70555.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70555.359375 Penalty: 641.086365
	Iteration 15F: 3 clusters Score -70555.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -13433.577148 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -13433.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13083.017578 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -13083.02 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13324.298828 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -13324.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13398.683594 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -13398.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13439.627930 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -13439.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13455.758789 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -13455.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13466.172852 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -13466.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13479.196289 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -13479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13497.291016 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -13497.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13527.250977 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -13527.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13546.793945 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -13546.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13560.477539 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -13560.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13570.593750 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -13570.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13577.719727 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -13577.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13585.995117 Penalty: 542.216614
	Iteration 13Q: 3 clusters Score -13586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13589.430664 Penalty: 542.216614
	Iteration 14Q: 3 clusters Score -13589.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13591.158203 Penalty: 542.216614
	Iteration 15Q: 3 clusters Score -13591.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13591.594727 Penalty: 542.216614
	Iteration 16Q: 3 clusters Score -13591.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13591.594727 Penalty: 542.216614
	Iteration 17F: 3 clusters Score -13591.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 218 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 169 members 
Entering Unmasked Estep 
Score: -53286640.000000 Penalty: 41788.941406
Splitting cluster 27 changes total score from -53286784.000000 to -53286640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -4728.151367 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -4728.151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4513.506836 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4513.507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4572.209961 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4572.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4582.835938 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -4582.836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4583.418945 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4583.419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4584.238770 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -4584.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4584.934082 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -4584.934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4589.455566 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -4589.456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4590.784180 Penalty: 423.510376
	Iteration 7Q: 3 clusters Score -4590.784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4590.784180 Penalty: 423.510376
	Iteration 8F: 3 clusters Score -4590.784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -22578.945312 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -22578.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22171.417969 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -22171.42 nChanged 115
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: -22266.052734 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -22266.05 nChanged 31
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: -22294.931641 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -22294.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22320.027344 Penalty: 538.619324
	Iteration 3F: 3 clusters Score -22320.03 nChanged 15
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: -22339.044922 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -22339.04 nChanged 11
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: -22348.097656 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -22348.1 nChanged 10
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: -22356.412109 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -22356.41 nChanged 6
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: -22363.248047 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -22363.25 nChanged 9
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: -22370.318359 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -22370.32 nChanged 5
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: -22374.496094 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -22374.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22380.115234 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -22380.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22393.197266 Penalty: 538.619324
	Iteration 11Q: 3 clusters Score -22393.2 nChanged 6
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: -22400.738281 Penalty: 538.619324
	Iteration 12Q: 3 clusters Score -22400.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22403.425781 Penalty: 538.619324
	Iteration 13Q: 3 clusters Score -22403.43 nChanged 4
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: -22407.039062 Penalty: 538.619324
	Iteration 14Q: 3 clusters Score -22407.04 nChanged 4
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: -22409.458984 Penalty: 538.619324
	Iteration 15Q: 3 clusters Score -22409.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22421.279297 Penalty: 538.619324
	Iteration 16Q: 3 clusters Score -22421.28 nChanged 7
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: -22438.933594 Penalty: 538.619324
	Iteration 17Q: 3 clusters Score -22438.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22451.601562 Penalty: 538.619324
	Iteration 18Q: 3 clusters Score -22451.6 nChanged 3
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: -22458.050781 Penalty: 538.619324
	Iteration 19Q: 3 clusters Score -22458.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22464.626953 Penalty: 538.619324
	Iteration 20F: 3 clusters Score -22464.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22476.027344 Penalty: 538.619324
	Iteration 21Q: 3 clusters Score -22476.03 nChanged 1
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: -22477.416016 Penalty: 538.619324
	Iteration 22Q: 3 clusters Score -22477.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22477.658203 Penalty: 538.619324
	Iteration 23Q: 3 clusters Score -22477.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22477.658203 Penalty: 538.619324
	Iteration 24F: 3 clusters Score -22477.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -22224.697266 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -22224.7 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 191 members 
Entering Unmasked Estep 
Score: -21807.757812 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -21807.76 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21945.009766 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -21945.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22020.289062 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -22020.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22050.458984 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -22050.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22075.240234 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -22075.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22130.406250 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -22130.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22188.078125 Penalty: 535.635498
	Iteration 6F: 3 clusters Score -22188.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22247.371094 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -22247.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22274.308594 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -22274.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22278.224609 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -22278.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22278.224609 Penalty: 535.635498
	Iteration 10F: 3 clusters Score -22278.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 171 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 189 members 
Entering Unmasked Estep 
Score: -53286536.000000 Penalty: 41788.941406
Splitting cluster 30 changes total score from -53286784.000000 to -53286536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -23844.537109 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -23844.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23420.966797 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -23420.97 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23536.570312 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -23536.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23563.134766 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -23563.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23586.175781 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -23586.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23603.650391 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -23603.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23618.154297 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -23618.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23630.556641 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -23630.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23636.431641 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -23636.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23641.087891 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -23641.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23645.716797 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -23645.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23647.583984 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -23647.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23651.541016 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -23651.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23654.511719 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -23654.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23656.529297 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -23656.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23656.875000 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -23656.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23657.544922 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -23657.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23658.076172 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -23658.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23659.433594 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -23659.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23661.746094 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -23661.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23661.746094 Penalty: 540.555603
	Iteration 19F: 3 clusters Score -23661.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5478.617676 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5478.618 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 46 members 
Entering Unmasked Estep 
Score: -5284.558594 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5284.559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5353.138672 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5353.139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5376.540039 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5376.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5405.088379 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5405.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5444.662598 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5444.663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5462.394531 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5462.395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5469.019043 Penalty: 414.402802
	Iteration 6Q: 3 clusters Score -5469.019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5480.079590 Penalty: 414.402802
	Iteration 7Q: 3 clusters Score -5480.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5483.118652 Penalty: 414.402802
	Iteration 8Q: 3 clusters Score -5483.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5483.118652 Penalty: 414.402802
	Iteration 9F: 3 clusters Score -5483.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 40 members 
Entering Unmasked Estep 
Score: -53286468.000000 Penalty: 41788.941406
Splitting cluster 32 changes total score from -53286784.000000 to -53286468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -34625.007812 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -34625.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34073.617188 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -34073.62 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34263.847656 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -34263.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34360.015625 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -34360.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34405.460938 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -34405.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34444.636719 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -34444.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34487.609375 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -34487.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34527.562500 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -34527.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34541.382812 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -34541.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34558.910156 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -34558.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34575.703125 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -34575.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34616.421875 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -34616.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34672.859375 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -34672.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34707.628906 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -34707.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34732.792969 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -34732.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34759.992188 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -34759.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34770.972656 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -34770.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34772.523438 Penalty: 577.133057
	Iteration 16F: 3 clusters Score -34772.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34775.679688 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -34775.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34778.816406 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -34778.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34784.398438 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -34784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34785.703125 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -34785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34787.535156 Penalty: 577.133057
	Iteration 21Q: 3 clusters Score -34787.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34789.468750 Penalty: 577.133057
	Iteration 22Q: 3 clusters Score -34789.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34789.468750 Penalty: 577.133057
	Iteration 23F: 3 clusters Score -34789.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 178 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 390 members 
Entering Unmasked Estep 
Score: -53286720.000000 Penalty: 41788.941406
Splitting cluster 33 changes total score from -53286784.000000 to -53286720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (60675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Entering Unmasked Estep 
Score: -3827735.750000 Penalty: 501.104553
	Iteration 0F: 2 clusters Score -3827736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3786826.000000 Penalty: 1002.209106
	Iteration 0F: 3 clusters Score -3786826 nChanged 29405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3806382.000000 Penalty: 1002.209106
	Iteration 1F: 3 clusters Score -3806382 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -3809267.250000 Penalty: 1002.209106
	Iteration 2F: 3 clusters Score -3809267 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3813273.500000 Penalty: 1002.209106
	Iteration 3F: 3 clusters Score -3813274 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -3816929.500000 Penalty: 1002.209106
	Iteration 4F: 3 clusters Score -3816930 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -3818610.250000 Penalty: 1002.209106
	Iteration 5F: 3 clusters Score -3818610 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -3819122.000000 Penalty: 1002.209106
	Iteration 6Q: 3 clusters Score -3819122 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -3819371.250000 Penalty: 1002.209106
	Iteration 7Q: 3 clusters Score -3819371 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -3819578.000000 Penalty: 1002.209106
	Iteration 8Q: 3 clusters Score -3819578 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -3819789.250000 Penalty: 1002.209106
	Iteration 9Q: 3 clusters Score -3819789 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -3819987.000000 Penalty: 1002.209106
	Iteration 10Q: 3 clusters Score -3819987 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -3820194.000000 Penalty: 1002.209106
	Iteration 11Q: 3 clusters Score -3820194 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -3820393.500000 Penalty: 1002.209106
	Iteration 12Q: 3 clusters Score -3820394 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -3820584.750000 Penalty: 1002.209106
	Iteration 13Q: 3 clusters Score -3820585 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -3820789.250000 Penalty: 1002.209106
	Iteration 14Q: 3 clusters Score -3820789 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -3820991.000000 Penalty: 1002.209106
	Iteration 15Q: 3 clusters Score -3820991 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -3821167.250000 Penalty: 1002.209106
	Iteration 16Q: 3 clusters Score -3821167 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -3821291.750000 Penalty: 1002.209106
	Iteration 17Q: 3 clusters Score -3821292 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -3821427.000000 Penalty: 1002.209106
	Iteration 18Q: 3 clusters Score -3821427 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -3821617.500000 Penalty: 1002.209106
	Iteration 19Q: 3 clusters Score -3821618 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -3821840.500000 Penalty: 1002.209106
	Iteration 20F: 3 clusters Score -3821840 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -3822063.500000 Penalty: 1002.209106
	Iteration 21Q: 3 clusters Score -3822064 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -3822238.750000 Penalty: 1002.209106
	Iteration 22Q: 3 clusters Score -3822239 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -3822391.250000 Penalty: 1002.209106
	Iteration 23Q: 3 clusters Score -3822391 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -3822540.000000 Penalty: 1002.209106
	Iteration 24Q: 3 clusters Score -3822540 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -3822679.250000 Penalty: 1002.209106
	Iteration 25Q: 3 clusters Score -3822679 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -3822851.000000 Penalty: 1002.209106
	Iteration 26Q: 3 clusters Score -3822851 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -3823037.750000 Penalty: 1002.209106
	Iteration 27Q: 3 clusters Score -3823038 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -3823215.750000 Penalty: 1002.209106
	Iteration 28Q: 3 clusters Score -3823216 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -3823389.000000 Penalty: 1002.209106
	Iteration 29Q: 3 clusters Score -3823389 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -3823559.250000 Penalty: 1002.209106
	Iteration 30Q: 3 clusters Score -3823559 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -3823725.500000 Penalty: 1002.209106
	Iteration 31Q: 3 clusters Score -3823726 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -3823917.500000 Penalty: 1002.209106
	Iteration 32Q: 3 clusters Score -3823918 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -3824114.750000 Penalty: 1002.209106
	Iteration 33Q: 3 clusters Score -3824115 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -3824321.500000 Penalty: 1002.209106
	Iteration 34Q: 3 clusters Score -3824322 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -3824493.250000 Penalty: 1002.209106
	Iteration 35Q: 3 clusters Score -3824493 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -3824667.750000 Penalty: 1002.209106
	Iteration 36Q: 3 clusters Score -3824668 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -3824842.250000 Penalty: 1002.209106
	Iteration 37Q: 3 clusters Score -3824842 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -3825012.250000 Penalty: 1002.209106
	Iteration 38Q: 3 clusters Score -3825012 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -3825162.000000 Penalty: 1002.209106
	Iteration 39Q: 3 clusters Score -3825162 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -3825325.500000 Penalty: 1002.209106
	Iteration 40F: 3 clusters Score -3825326 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -3825463.750000 Penalty: 1002.209106
	Iteration 41Q: 3 clusters Score -3825464 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -3825602.250000 Penalty: 1002.209106
	Iteration 42Q: 3 clusters Score -3825602 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -3825738.000000 Penalty: 1002.209106
	Iteration 43Q: 3 clusters Score -3825738 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -3825834.250000 Penalty: 1002.209106
	Iteration 44Q: 3 clusters Score -3825834 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -3825965.500000 Penalty: 1002.209106
	Iteration 45Q: 3 clusters Score -3825966 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -3826072.250000 Penalty: 1002.209106
	Iteration 46Q: 3 clusters Score -3826072 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -3826164.750000 Penalty: 1002.209106
	Iteration 47Q: 3 clusters Score -3826165 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -3826301.000000 Penalty: 1002.209106
	Iteration 48Q: 3 clusters Score -3826301 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -3826422.750000 Penalty: 1002.209106
	Iteration 49Q: 3 clusters Score -3826423 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -3826535.500000 Penalty: 1002.209106
	Iteration 50Q: 3 clusters Score -3826536 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -3826653.000000 Penalty: 1002.209106
	Iteration 51Q: 3 clusters Score -3826653 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -3826738.000000 Penalty: 1002.209106
	Iteration 52Q: 3 clusters Score -3826738 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -3826787.000000 Penalty: 1002.209106
	Iteration 53Q: 3 clusters Score -3826787 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -3826851.500000 Penalty: 1002.209106
	Iteration 54Q: 3 clusters Score -3826852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -3826898.500000 Penalty: 1002.209106
	Iteration 55Q: 3 clusters Score -3826898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -3826929.750000 Penalty: 1002.209106
	Iteration 56Q: 3 clusters Score -3826930 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -3826985.500000 Penalty: 1002.209106
	Iteration 57Q: 3 clusters Score -3826986 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -3827031.250000 Penalty: 1002.209106
	Iteration 58Q: 3 clusters Score -3827031 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -3827068.750000 Penalty: 1002.209106
	Iteration 59Q: 3 clusters Score -3827069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -3827115.750000 Penalty: 1002.209106
	Iteration 60F: 3 clusters Score -3827116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -3827173.750000 Penalty: 1002.209106
	Iteration 61Q: 3 clusters Score -3827174 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -3827206.750000 Penalty: 1002.209106
	Iteration 62Q: 3 clusters Score -3827207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -3827229.750000 Penalty: 1002.209106
	Iteration 63Q: 3 clusters Score -3827230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -3827257.750000 Penalty: 1002.209106
	Iteration 64Q: 3 clusters Score -3827258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -3827272.750000 Penalty: 1002.209106
	Iteration 65Q: 3 clusters Score -3827273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -3827292.500000 Penalty: 1002.209106
	Iteration 66Q: 3 clusters Score -3827292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -3827310.500000 Penalty: 1002.209106
	Iteration 67Q: 3 clusters Score -3827310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -3827315.250000 Penalty: 1002.209106
	Iteration 68Q: 3 clusters Score -3827315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -3827320.500000 Penalty: 1002.209106
	Iteration 69Q: 3 clusters Score -3827320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -3827326.250000 Penalty: 1002.209106
	Iteration 70Q: 3 clusters Score -3827326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -3827327.500000 Penalty: 1002.209106
	Iteration 71Q: 3 clusters Score -3827328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -3827329.750000 Penalty: 1002.209106
	Iteration 72Q: 3 clusters Score -3827330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -3827329.500000 Penalty: 1002.209106
	Iteration 73Q: 3 clusters Score -3827330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -3827335.750000 Penalty: 1002.209106
	Iteration 74Q: 3 clusters Score -3827336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -3827338.500000 Penalty: 1002.209106
	Iteration 75Q: 3 clusters Score -3827338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -3827340.750000 Penalty: 1002.209106
	Iteration 76Q: 3 clusters Score -3827341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -3827341.750000 Penalty: 1002.209106
	Iteration 77Q: 3 clusters Score -3827342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -3827342.000000 Penalty: 1002.209106
	Iteration 78Q: 3 clusters Score -3827342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -3827345.750000 Penalty: 1002.209106
	Iteration 79Q: 3 clusters Score -3827346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -3827349.000000 Penalty: 1002.209106
	Iteration 80F: 3 clusters Score -3827349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -3827346.750000 Penalty: 1002.209106
	Iteration 81Q: 3 clusters Score -3827347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -3827348.000000 Penalty: 1002.209106
	Iteration 82Q: 3 clusters Score -3827348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -3827352.500000 Penalty: 1002.209106
	Iteration 83Q: 3 clusters Score -3827352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -3827352.250000 Penalty: 1002.209106
	Iteration 84Q: 3 clusters Score -3827352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -3827355.500000 Penalty: 1002.209106
	Iteration 85Q: 3 clusters Score -3827356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -3827361.250000 Penalty: 1002.209106
	Iteration 86Q: 3 clusters Score -3827361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -3827363.250000 Penalty: 1002.209106
	Iteration 87Q: 3 clusters Score -3827363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -3827369.000000 Penalty: 1002.209106
	Iteration 88Q: 3 clusters Score -3827369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -3827367.250000 Penalty: 1002.209106
	Iteration 89Q: 3 clusters Score -3827367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -3827369.500000 Penalty: 1002.209106
	Iteration 90Q: 3 clusters Score -3827370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -3827374.500000 Penalty: 1002.209106
	Iteration 91Q: 3 clusters Score -3827374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -3827377.000000 Penalty: 1002.209106
	Iteration 92Q: 3 clusters Score -3827377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -3827382.000000 Penalty: 1002.209106
	Iteration 93Q: 3 clusters Score -3827382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -3827388.750000 Penalty: 1002.209106
	Iteration 94Q: 3 clusters Score -3827389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -3827389.500000 Penalty: 1002.209106
	Iteration 95Q: 3 clusters Score -3827390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -3827386.750000 Penalty: 1002.209106
	Iteration 96Q: 3 clusters Score -3827387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -3827387.000000 Penalty: 1002.209106
	Iteration 97Q: 3 clusters Score -3827387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -3827388.250000 Penalty: 1002.209106
	Iteration 98Q: 3 clusters Score -3827388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -3827389.750000 Penalty: 1002.209106
	Iteration 99Q: 3 clusters Score -3827390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -3827389.500000 Penalty: 1002.209106
	Iteration 100F: 3 clusters Score -3827390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (93232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Entering Unmasked Estep 
Score: -5803486.000000 Penalty: 520.649536
	Iteration 0F: 2 clusters Score -5803486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -5742862.000000 Penalty: 1041.299072
	Iteration 0F: 3 clusters Score -5742862 nChanged 45557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -5770314.000000 Penalty: 1041.299072
	Iteration 1F: 3 clusters Score -5770314 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5771355.000000 Penalty: 1041.299072
	Iteration 2Q: 3 clusters Score -5771355 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5773106.000000 Penalty: 1041.299072
	Iteration 3Q: 3 clusters Score -5773106 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5775995.500000 Penalty: 1041.299072
	Iteration 4F: 3 clusters Score -5775996 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5780887.500000 Penalty: 1041.299072
	Iteration 5F: 3 clusters Score -5780888 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5787837.000000 Penalty: 1041.299072
	Iteration 6F: 3 clusters Score -5787837 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5794968.500000 Penalty: 1041.299072
	Iteration 7F: 3 clusters Score -5794968 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -5799344.000000 Penalty: 1041.299072
	Iteration 8F: 3 clusters Score -5799344 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5801360.000000 Penalty: 1041.299072
	Iteration 9Q: 3 clusters Score -5801360 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5802213.500000 Penalty: 1041.299072
	Iteration 10Q: 3 clusters Score -5802214 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5802582.000000 Penalty: 1041.299072
	Iteration 11Q: 3 clusters Score -5802582 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5802775.000000 Penalty: 1041.299072
	Iteration 12Q: 3 clusters Score -5802775 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5802873.000000 Penalty: 1041.299072
	Iteration 13Q: 3 clusters Score -5802873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5802935.500000 Penalty: 1041.299072
	Iteration 14Q: 3 clusters Score -5802936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5802983.000000 Penalty: 1041.299072
	Iteration 15Q: 3 clusters Score -5802983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5803008.000000 Penalty: 1041.299072
	Iteration 16Q: 3 clusters Score -5803008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5803024.500000 Penalty: 1041.299072
	Iteration 17Q: 3 clusters Score -5803024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5803030.000000 Penalty: 1041.299072
	Iteration 18Q: 3 clusters Score -5803030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5803028.500000 Penalty: 1041.299072
	Iteration 19Q: 3 clusters Score -5803028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5803032.000000 Penalty: 1041.299072
	Iteration 20F: 3 clusters Score -5803032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5803029.000000 Penalty: 1041.299072
	Iteration 21Q: 3 clusters Score -5803029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5803029.000000 Penalty: 1041.299072
	Iteration 22F: 3 clusters Score -5803029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -32546.300781 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -32546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32059.617188 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -32059.62 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32196.142578 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -32196.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32248.931641 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -32248.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32288.347656 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -32288.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32312.720703 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -32312.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32319.654297 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -32319.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32323.474609 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -32323.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32326.125000 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -32326.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32329.347656 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -32329.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32331.423828 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -32331.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32333.300781 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -32333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32334.355469 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -32334.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32335.667969 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -32335.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32336.753906 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -32336.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32338.667969 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -32338.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32341.824219 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -32341.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32344.687500 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -32344.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32348.154297 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -32348.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32350.074219 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -32350.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32351.916016 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -32351.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32357.113281 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -32357.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32362.292969 Penalty: 563.504944
	Iteration 21Q: 3 clusters Score -32362.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32370.613281 Penalty: 563.504944
	Iteration 22Q: 3 clusters Score -32370.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32388.970703 Penalty: 563.504944
	Iteration 23Q: 3 clusters Score -32388.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32456.947266 Penalty: 563.504944
	Iteration 24Q: 3 clusters Score -32456.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32537.371094 Penalty: 563.504944
	Iteration 25Q: 3 clusters Score -32537.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32555.539062 Penalty: 563.504944
	Iteration 26Q: 3 clusters Score -32555.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32585.826172 Penalty: 563.504944
	Iteration 27Q: 3 clusters Score -32585.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32611.705078 Penalty: 563.504944
	Iteration 28Q: 3 clusters Score -32611.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32638.599609 Penalty: 563.504944
	Iteration 29Q: 3 clusters Score -32638.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32679.656250 Penalty: 563.504944
	Iteration 30Q: 3 clusters Score -32679.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32728.101562 Penalty: 563.504944
	Iteration 31Q: 3 clusters Score -32728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32763.882812 Penalty: 563.504944
	Iteration 32Q: 3 clusters Score -32763.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32769.378906 Penalty: 563.504944
	Iteration 33Q: 3 clusters Score -32769.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32770.996094 Penalty: 563.504944
	Iteration 34Q: 3 clusters Score -32771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32773.367188 Penalty: 563.504944
	Iteration 35Q: 3 clusters Score -32773.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32777.316406 Penalty: 563.504944
	Iteration 36Q: 3 clusters Score -32777.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32779.519531 Penalty: 563.504944
	Iteration 37Q: 3 clusters Score -32779.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32782.421875 Penalty: 563.504944
	Iteration 38Q: 3 clusters Score -32782.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32785.191406 Penalty: 563.504944
	Iteration 39Q: 3 clusters Score -32785.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32785.191406 Penalty: 563.504944
	Iteration 40F: 3 clusters Score -32785.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Entering Unmasked Estep 
Score: -53286824.000000 Penalty: 41788.941406
Splitting cluster 36 changes total score from -53286784.000000 to -53286824.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -25977.250000 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -25977.25 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 216 members 
Entering Unmasked Estep 
Score: -25535.966797 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25535.97 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25738.406250 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25738.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25819.517578 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25819.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25908.783203 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -25908.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25970.390625 Penalty: 548.353821
	Iteration 4F: 3 clusters Score -25970.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26014.482422 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -26014.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26044.656250 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -26044.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26060.419922 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -26060.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26093.167969 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26093.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26130.138672 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26130.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26146.765625 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26146.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26151.992188 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -26151.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26156.554688 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -26156.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26157.353516 Penalty: 548.353821
	Iteration 13Q: 3 clusters Score -26157.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26157.353516 Penalty: 548.353821
	Iteration 14F: 3 clusters Score -26157.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 144 members 
Entering Unmasked Estep 
Score: -53286664.000000 Penalty: 42412.656250
Splitting cluster 37 changes total score from -53286784.000000 to -53286664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -14576.881836 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -14576.88 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: -14252.153320 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -14252.15 nChanged 85
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: -14416.960938 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -14416.96 nChanged 27
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: -14486.546875 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -14486.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14527.750977 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -14527.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14565.098633 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -14565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14572.235352 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -14572.24 nChanged 1
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: -14573.302734 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -14573.3 nChanged 0
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: -14573.302734 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -14573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -18328.492188 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -18328.49 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 148 members 
Entering Unmasked Estep 
Score: -17991.361328 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -17991.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18109.015625 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -18109.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18142.314453 Penalty: 518.435486
	Iteration 2Q: 3 clusters Score -18142.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18164.650391 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -18164.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18192.492188 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -18192.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18208.716797 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -18208.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18212.183594 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -18212.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18212.919922 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -18212.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18213.525391 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -18213.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18214.187500 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -18214.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18215.796875 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -18215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18216.291016 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -18216.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18218.560547 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -18218.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18224.662109 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -18224.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18231.742188 Penalty: 518.435486
	Iteration 14Q: 3 clusters Score -18231.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18232.750000 Penalty: 518.435486
	Iteration 15Q: 3 clusters Score -18232.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18233.455078 Penalty: 518.435486
	Iteration 16Q: 3 clusters Score -18233.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18233.455078 Penalty: 518.435486
	Iteration 17F: 3 clusters Score -18233.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17285.251953 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17285.25 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 131 members 
Entering Unmasked Estep 
Score: -16946.498047 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -16946.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17052.898438 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17069.746094 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17069.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17083.029297 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -17083.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17092.980469 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17092.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17103.564453 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17103.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17116.976562 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17116.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17126.458984 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17126.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17143.886719 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -17143.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17156.755859 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -17156.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17174.705078 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -17174.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17177.396484 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -17177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17179.332031 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -17179.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17180.447266 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -17180.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17180.447266 Penalty: 512.765869
	Iteration 14F: 3 clusters Score -17180.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -58185.093750 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -58185.09 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 449 members 
Entering Unmasked Estep 
Score: -57495.765625 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -57495.77 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -57762.785156 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -57762.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57850.660156 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -57850.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57944.882812 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -57944.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58023.742188 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -58023.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58061.742188 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -58061.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58081.953125 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -58081.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58092.238281 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -58092.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58095.324219 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -58095.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58097.410156 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -58097.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58100.609375 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -58100.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58101.023438 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -58101.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58101.937500 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -58101.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58102.781250 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -58102.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58103.515625 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -58103.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58106.789062 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -58106.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58108.265625 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -58108.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58111.691406 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -58111.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58116.746094 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -58116.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58125.300781 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -58125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58136.011719 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -58136.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58145.976562 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -58145.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58151.945312 Penalty: 618.307373
	Iteration 22Q: 3 clusters Score -58151.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58163.660156 Penalty: 618.307373
	Iteration 23Q: 3 clusters Score -58163.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -58173.554688 Penalty: 618.307373
	Iteration 24Q: 3 clusters Score -58173.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58178.929688 Penalty: 618.307373
	Iteration 25Q: 3 clusters Score -58178.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58184.914062 Penalty: 618.307373
	Iteration 26Q: 3 clusters Score -58184.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58194.507812 Penalty: 618.307373
	Iteration 27Q: 3 clusters Score -58194.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -58198.449219 Penalty: 618.307373
	Iteration 28Q: 3 clusters Score -58198.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58199.996094 Penalty: 618.307373
	Iteration 29Q: 3 clusters Score -58200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58200.148438 Penalty: 618.307373
	Iteration 30Q: 3 clusters Score -58200.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58200.148438 Penalty: 618.307373
	Iteration 31F: 3 clusters Score -58200.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 737 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 156 members 
Entering Unmasked Estep 
Score: -53286492.000000 Penalty: 42412.656250
Splitting cluster 41 changes total score from -53286784.000000 to -53286492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -25703.990234 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -25703.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25249.195312 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -25249.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25400.150391 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -25400.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25504.953125 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -25504.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25573.853516 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -25573.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25603.154297 Penalty: 556.143555
	Iteration 4F: 3 clusters Score -25603.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -25615.003906 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -25615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25619.654297 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -25619.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -25620.119141 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -25620.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25621.093750 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -25621.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25621.093750 Penalty: 556.143555
	Iteration 9F: 3 clusters Score -25621.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11742.039062 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11742.04 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 113 members 
Entering Unmasked Estep 
Score: -11443.637695 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11443.64 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11682.023438 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11682.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11753.941406 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11753.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11777.731445 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -11777.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11798.214844 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11798.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11806.140625 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11806.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11808.150391 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11808.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11808.150391 Penalty: 487.449371
	Iteration 7F: 3 clusters Score -11808.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 89 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 123 members 
Entering Unmasked Estep 
Score: -53286480.000000 Penalty: 42412.656250
Splitting cluster 43 changes total score from -53286784.000000 to -53286480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (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: -33437.535156 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -33437.54 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: -32974.710938 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -32974.71 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33113.375000 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -33113.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33150.542969 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -33150.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33168.074219 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -33168.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33180.351562 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -33180.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33186.585938 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -33186.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33194.371094 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -33194.37 nChanged 5
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: -33199.351562 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -33199.35 nChanged 8
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: -33206.089844 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -33206.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33211.539062 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -33211.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33214.875000 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -33214.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33219.785156 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -33219.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33225.878906 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -33225.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33229.261719 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -33229.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -33235.000000 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -33235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -33239.984375 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -33239.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33241.929688 Penalty: 557.346191
	Iteration 16Q: 3 clusters Score -33241.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33246.816406 Penalty: 557.346191
	Iteration 17Q: 3 clusters Score -33246.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33252.578125 Penalty: 557.346191
	Iteration 18Q: 3 clusters Score -33252.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33256.281250 Penalty: 557.346191
	Iteration 19Q: 3 clusters Score -33256.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33256.890625 Penalty: 557.346191
	Iteration 20F: 3 clusters Score -33256.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33258.562500 Penalty: 557.346191
	Iteration 21Q: 3 clusters Score -33258.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33258.562500 Penalty: 557.346191
	Iteration 22F: 3 clusters Score -33258.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -23394.796875 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -23394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22985.826172 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -22985.83 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23076.716797 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -23076.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23090.693359 Penalty: 538.863647
	Iteration 2Q: 3 clusters Score -23090.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23112.703125 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -23112.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23142.525391 Penalty: 538.863647
	Iteration 4F: 3 clusters Score -23142.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23165.505859 Penalty: 538.863647
	Iteration 5F: 3 clusters Score -23165.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23183.289062 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -23183.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23192.646484 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -23192.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23201.964844 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -23201.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23211.542969 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -23211.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23219.568359 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -23219.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23222.869141 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -23222.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23226.748047 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -23226.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23228.117188 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -23228.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23228.972656 Penalty: 538.863647
	Iteration 14Q: 3 clusters Score -23228.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23230.529297 Penalty: 538.863647
	Iteration 15Q: 3 clusters Score -23230.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23231.503906 Penalty: 538.863647
	Iteration 16Q: 3 clusters Score -23231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23231.503906 Penalty: 538.863647
	Iteration 17F: 3 clusters Score -23231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -59638.324219 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -59638.32 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 455 members 
Entering Unmasked Estep 
Score: -58895.285156 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -58895.29 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59104.875000 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -59104.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59173.261719 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -59173.26 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59232.187500 Penalty: 620.819946
	Iteration 3F: 3 clusters Score -59232.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59266.550781 Penalty: 620.819946
	Iteration 4F: 3 clusters Score -59266.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -59290.417969 Penalty: 620.819946
	Iteration 5Q: 3 clusters Score -59290.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59312.585938 Penalty: 620.819946
	Iteration 6Q: 3 clusters Score -59312.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -59324.394531 Penalty: 620.819946
	Iteration 7Q: 3 clusters Score -59324.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59338.410156 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -59338.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -59349.582031 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -59349.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -59359.011719 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -59359.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59371.410156 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -59371.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -59382.089844 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -59382.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59390.578125 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -59390.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59398.062500 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -59398.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59403.339844 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -59403.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -59405.953125 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -59405.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59407.074219 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -59407.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59408.484375 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -59408.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59408.484375 Penalty: 620.819946
	Iteration 19F: 3 clusters Score -59408.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -82181.085938 Penalty: 330.513367
	Iteration 0F: 2 clusters Score -82181.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -81093.406250 Penalty: 661.026733
	Iteration 0F: 3 clusters Score -81093.41 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -81468.859375 Penalty: 661.026733
	Iteration 1F: 3 clusters Score -81468.86 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81560.796875 Penalty: 661.026733
	Iteration 2F: 3 clusters Score -81560.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81640.117188 Penalty: 661.026733
	Iteration 3F: 3 clusters Score -81640.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81698.148438 Penalty: 661.026733
	Iteration 4Q: 3 clusters Score -81698.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81774.812500 Penalty: 661.026733
	Iteration 5Q: 3 clusters Score -81774.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -81855.000000 Penalty: 661.026733
	Iteration 6Q: 3 clusters Score -81855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -81929.164062 Penalty: 661.026733
	Iteration 7Q: 3 clusters Score -81929.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81973.414062 Penalty: 661.026733
	Iteration 8Q: 3 clusters Score -81973.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -82010.945312 Penalty: 661.026733
	Iteration 9Q: 3 clusters Score -82010.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82025.335938 Penalty: 661.026733
	Iteration 10Q: 3 clusters Score -82025.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -82033.414062 Penalty: 661.026733
	Iteration 11Q: 3 clusters Score -82033.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82038.914062 Penalty: 661.026733
	Iteration 12Q: 3 clusters Score -82038.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82042.664062 Penalty: 661.026733
	Iteration 13Q: 3 clusters Score -82042.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82046.429688 Penalty: 661.026733
	Iteration 14Q: 3 clusters Score -82046.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82048.898438 Penalty: 661.026733
	Iteration 15Q: 3 clusters Score -82048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82052.062500 Penalty: 661.026733
	Iteration 16Q: 3 clusters Score -82052.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82055.734375 Penalty: 661.026733
	Iteration 17Q: 3 clusters Score -82055.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -82060.179688 Penalty: 661.026733
	Iteration 18Q: 3 clusters Score -82060.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82062.679688 Penalty: 661.026733
	Iteration 19Q: 3 clusters Score -82062.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82064.140625 Penalty: 661.026733
	Iteration 20F: 3 clusters Score -82064.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82065.492188 Penalty: 661.026733
	Iteration 21Q: 3 clusters Score -82065.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82066.804688 Penalty: 661.026733
	Iteration 22Q: 3 clusters Score -82066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -82068.007812 Penalty: 661.026733
	Iteration 23Q: 3 clusters Score -82068.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82068.039062 Penalty: 661.026733
	Iteration 24Q: 3 clusters Score -82068.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82068.039062 Penalty: 661.026733
	Iteration 25F: 3 clusters Score -82068.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -28261.787109 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -28261.79 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 227 members 
Entering Unmasked Estep 
Score: -27843.751953 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27843.75 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27978.283203 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27978.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28005.808594 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -28005.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28032.136719 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -28032.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28049.724609 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -28049.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28066.730469 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -28066.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28077.103516 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -28077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28084.007812 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -28084.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28093.353516 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -28093.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28103.222656 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -28103.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28111.429688 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -28111.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28119.431641 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -28119.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28129.734375 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -28129.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28133.726562 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -28133.73 nChanged 3
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: -28135.390625 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -28135.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28136.728516 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -28136.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28138.228516 Penalty: 553.896484
	Iteration 16Q: 3 clusters Score -28138.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28139.328125 Penalty: 553.896484
	Iteration 17Q: 3 clusters Score -28139.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28139.488281 Penalty: 553.896484
	Iteration 18Q: 3 clusters Score -28139.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28139.488281 Penalty: 553.896484
	Iteration 19F: 3 clusters Score -28139.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21608.820312 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21608.82 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21710.177734 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21710.18 nChanged 31
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: -21744.771484 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21744.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21771.876953 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -21771.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21797.736328 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21797.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21808.679688 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21808.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21812.822266 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21812.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21814.759766 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21814.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21815.537109 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21815.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21815.537109 Penalty: 533.848572
	Iteration 9F: 3 clusters Score -21815.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -21512.146484 Penalty: 282.307373
	Iteration 0F: 2 clusters Score -21512.15 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 237 members 
Entering Unmasked Estep 
Score: -21073.820312 Penalty: 564.614746
	Iteration 0F: 3 clusters Score -21073.82 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21387.214844 Penalty: 564.614746
	Iteration 1F: 3 clusters Score -21387.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21598.830078 Penalty: 564.614746
	Iteration 2F: 3 clusters Score -21598.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21643.468750 Penalty: 564.614746
	Iteration 3F: 3 clusters Score -21643.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21659.539062 Penalty: 564.614746
	Iteration 4Q: 3 clusters Score -21659.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21678.189453 Penalty: 564.614746
	Iteration 5Q: 3 clusters Score -21678.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21717.492188 Penalty: 564.614746
	Iteration 6Q: 3 clusters Score -21717.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21749.066406 Penalty: 564.614746
	Iteration 7Q: 3 clusters Score -21749.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21772.876953 Penalty: 564.614746
	Iteration 8Q: 3 clusters Score -21772.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21802.654297 Penalty: 564.614746
	Iteration 9Q: 3 clusters Score -21802.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21819.419922 Penalty: 564.614746
	Iteration 10Q: 3 clusters Score -21819.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21827.339844 Penalty: 564.614746
	Iteration 11Q: 3 clusters Score -21827.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21829.550781 Penalty: 564.614746
	Iteration 12Q: 3 clusters Score -21829.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21831.320312 Penalty: 564.614746
	Iteration 13Q: 3 clusters Score -21831.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21833.220703 Penalty: 564.614746
	Iteration 14Q: 3 clusters Score -21833.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21833.220703 Penalty: 564.614746
	Iteration 15F: 3 clusters Score -21833.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 278 members 
Entering Unmasked Estep 
Score: -53286824.000000 Penalty: 42412.656250
Splitting cluster 50 changes total score from -53286784.000000 to -53286824.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 51 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -8378.548828 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -8378.549 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 93 members 
Entering Unmasked Estep 
Score: -8145.403809 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -8145.404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8318.630859 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -8318.631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8423.811523 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -8423.812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8482.583984 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -8482.584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8536.378906 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -8536.379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8589.144531 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -8589.145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8601.001953 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -8601.002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8611.360352 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -8611.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8616.875977 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -8616.876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8620.688477 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -8620.688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8628.648438 Penalty: 474.559143
	Iteration 10Q: 3 clusters Score -8628.648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8631.730469 Penalty: 474.559143
	Iteration 11Q: 3 clusters Score -8631.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8637.274414 Penalty: 474.559143
	Iteration 12Q: 3 clusters Score -8637.274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8651.909180 Penalty: 474.559143
	Iteration 13Q: 3 clusters Score -8651.909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8651.909180 Penalty: 474.559143
	Iteration 14F: 3 clusters Score -8651.909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 89 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 95 members 
Entering Unmasked Estep 
Score: -53286720.000000 Penalty: 43036.371094
Splitting cluster 51 changes total score from -53286784.000000 to -53286720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11737.381836 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11737.38 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 109 members 
Entering Unmasked Estep 
Score: -11473.708008 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11473.71 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11577.017578 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11577.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11677.884766 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11677.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11769.373047 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11769.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11866.727539 Penalty: 485.277405
	Iteration 4F: 3 clusters Score -11866.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11928.646484 Penalty: 485.277405
	Iteration 5F: 3 clusters Score -11928.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11995.581055 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11995.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -12000.232422 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12000.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8315.276367 Penalty: 242.638702
	Iteration 8Q: 2 clusters Score -8315.276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11737.381836 Penalty: 242.638702
	Iteration 9F: 2 clusters Score -11737.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -70652.210938 Penalty: 318.265686
	Iteration 0F: 2 clusters Score -70652.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69788.257812 Penalty: 636.531372
	Iteration 0F: 3 clusters Score -69788.26 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -70060.953125 Penalty: 636.531372
	Iteration 1F: 3 clusters Score -70060.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70116.859375 Penalty: 636.531372
	Iteration 2F: 3 clusters Score -70116.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70149.484375 Penalty: 636.531372
	Iteration 3F: 3 clusters Score -70149.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -70169.984375 Penalty: 636.531372
	Iteration 4Q: 3 clusters Score -70169.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70186.632812 Penalty: 636.531372
	Iteration 5Q: 3 clusters Score -70186.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -70202.460938 Penalty: 636.531372
	Iteration 6Q: 3 clusters Score -70202.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -70213.281250 Penalty: 636.531372
	Iteration 7Q: 3 clusters Score -70213.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70224.046875 Penalty: 636.531372
	Iteration 8Q: 3 clusters Score -70224.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -70240.390625 Penalty: 636.531372
	Iteration 9Q: 3 clusters Score -70240.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -70259.398438 Penalty: 636.531372
	Iteration 10Q: 3 clusters Score -70259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -70282.585938 Penalty: 636.531372
	Iteration 11Q: 3 clusters Score -70282.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -70301.578125 Penalty: 636.531372
	Iteration 12Q: 3 clusters Score -70301.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -70310.539062 Penalty: 636.531372
	Iteration 13Q: 3 clusters Score -70310.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -70317.164062 Penalty: 636.531372
	Iteration 14Q: 3 clusters Score -70317.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -70323.335938 Penalty: 636.531372
	Iteration 15Q: 3 clusters Score -70323.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -70331.742188 Penalty: 636.531372
	Iteration 16Q: 3 clusters Score -70331.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -70343.195312 Penalty: 636.531372
	Iteration 17Q: 3 clusters Score -70343.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -70354.835938 Penalty: 636.531372
	Iteration 18Q: 3 clusters Score -70354.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -70367.492188 Penalty: 636.531372
	Iteration 19Q: 3 clusters Score -70367.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -70383.164062 Penalty: 636.531372
	Iteration 20F: 3 clusters Score -70383.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -70398.984375 Penalty: 636.531372
	Iteration 21Q: 3 clusters Score -70398.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -70406.250000 Penalty: 636.531372
	Iteration 22Q: 3 clusters Score -70406.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -70409.718750 Penalty: 636.531372
	Iteration 23Q: 3 clusters Score -70409.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -70415.312500 Penalty: 636.531372
	Iteration 24Q: 3 clusters Score -70415.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -70418.992188 Penalty: 636.531372
	Iteration 25Q: 3 clusters Score -70418.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -70422.414062 Penalty: 636.531372
	Iteration 26Q: 3 clusters Score -70422.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -70430.109375 Penalty: 636.531372
	Iteration 27Q: 3 clusters Score -70430.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -70435.210938 Penalty: 636.531372
	Iteration 28Q: 3 clusters Score -70435.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -70444.015625 Penalty: 636.531372
	Iteration 29Q: 3 clusters Score -70444.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -70454.156250 Penalty: 636.531372
	Iteration 30Q: 3 clusters Score -70454.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -70458.546875 Penalty: 636.531372
	Iteration 31Q: 3 clusters Score -70458.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -70466.062500 Penalty: 636.531372
	Iteration 32Q: 3 clusters Score -70466.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -70477.429688 Penalty: 636.531372
	Iteration 33Q: 3 clusters Score -70477.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -70483.679688 Penalty: 636.531372
	Iteration 34Q: 3 clusters Score -70483.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -70495.156250 Penalty: 636.531372
	Iteration 35Q: 3 clusters Score -70495.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -70500.812500 Penalty: 636.531372
	Iteration 36Q: 3 clusters Score -70500.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -70503.375000 Penalty: 636.531372
	Iteration 37Q: 3 clusters Score -70503.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -70511.007812 Penalty: 636.531372
	Iteration 38Q: 3 clusters Score -70511.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -70520.914062 Penalty: 636.531372
	Iteration 39Q: 3 clusters Score -70520.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -70535.625000 Penalty: 636.531372
	Iteration 40F: 3 clusters Score -70535.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -70551.117188 Penalty: 636.531372
	Iteration 41Q: 3 clusters Score -70551.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -70554.117188 Penalty: 636.531372
	Iteration 42Q: 3 clusters Score -70554.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -70554.117188 Penalty: 636.531372
	Iteration 43F: 3 clusters Score -70554.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -46629.222656 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -46629.22 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 352 members 
Entering Unmasked Estep 
Score: -45977.875000 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -45977.88 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46184.457031 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -46184.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -46249.816406 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -46249.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46292.894531 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -46292.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46321.769531 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -46321.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46347.847656 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -46347.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46361.644531 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -46361.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46375.472656 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -46375.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46385.035156 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -46385.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46395.277344 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -46395.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46405.937500 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -46405.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46422.890625 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -46422.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46442.996094 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -46443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46459.492188 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -46459.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46469.542969 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -46469.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46471.996094 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -46472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46476.742188 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -46476.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46481.886719 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -46481.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46485.652344 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -46485.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46486.062500 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -46486.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46486.062500 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -46486.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -13063.421875 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -13063.42 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 98 members 
Entering Unmasked Estep 
Score: -12790.876953 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12790.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12920.221680 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -12920.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12953.627930 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -12953.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12988.053711 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -12988.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13019.365234 Penalty: 490.820129
	Iteration 4F: 3 clusters Score -13019.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13034.851562 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -13034.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13041.352539 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -13041.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13052.339844 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -13052.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13060.374023 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -13060.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13063.278320 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -13063.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13077.642578 Penalty: 490.820129
	Iteration 10Q: 3 clusters Score -13077.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13095.278320 Penalty: 490.820129
	Iteration 11Q: 3 clusters Score -13095.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13098.677734 Penalty: 490.820129
	Iteration 12Q: 3 clusters Score -13098.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13098.677734 Penalty: 490.820129
	Iteration 13F: 3 clusters Score -13098.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 77 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 143 members 
Entering Unmasked Estep 
Score: -53286436.000000 Penalty: 43036.371094
Splitting cluster 55 changes total score from -53286784.000000 to -53286436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (79579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Entering Unmasked Estep 
Score: -4917655.500000 Penalty: 513.445007
	Iteration 0F: 2 clusters Score -4917656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -4864177.500000 Penalty: 1026.890015
	Iteration 0F: 3 clusters Score -4864178 nChanged 38807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4888512.000000 Penalty: 1026.890015
	Iteration 1F: 3 clusters Score -4888512 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4890693.000000 Penalty: 1026.890015
	Iteration 2Q: 3 clusters Score -4890693 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4894387.500000 Penalty: 1026.890015
	Iteration 3F: 3 clusters Score -4894388 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4899452.500000 Penalty: 1026.890015
	Iteration 4F: 3 clusters Score -4899452 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4904788.500000 Penalty: 1026.890015
	Iteration 5F: 3 clusters Score -4904788 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4908616.000000 Penalty: 1026.890015
	Iteration 6F: 3 clusters Score -4908616 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4910607.000000 Penalty: 1026.890015
	Iteration 7Q: 3 clusters Score -4910607 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4911473.000000 Penalty: 1026.890015
	Iteration 8Q: 3 clusters Score -4911473 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4912083.000000 Penalty: 1026.890015
	Iteration 9Q: 3 clusters Score -4912083 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4912636.000000 Penalty: 1026.890015
	Iteration 10Q: 3 clusters Score -4912636 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4913150.500000 Penalty: 1026.890015
	Iteration 11Q: 3 clusters Score -4913150 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4913634.500000 Penalty: 1026.890015
	Iteration 12Q: 3 clusters Score -4913634 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4913977.000000 Penalty: 1026.890015
	Iteration 13Q: 3 clusters Score -4913977 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4914251.000000 Penalty: 1026.890015
	Iteration 14Q: 3 clusters Score -4914251 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4914339.500000 Penalty: 1026.890015
	Iteration 15Q: 3 clusters Score -4914340 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4914422.500000 Penalty: 1026.890015
	Iteration 16Q: 3 clusters Score -4914422 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4914474.000000 Penalty: 1026.890015
	Iteration 17Q: 3 clusters Score -4914474 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4914473.500000 Penalty: 1026.890015
	Iteration 18Q: 3 clusters Score -4914474 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4914492.500000 Penalty: 1026.890015
	Iteration 19Q: 3 clusters Score -4914492 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4914498.000000 Penalty: 1026.890015
	Iteration 20F: 3 clusters Score -4914498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -4914535.000000 Penalty: 1026.890015
	Iteration 21Q: 3 clusters Score -4914535 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4914527.500000 Penalty: 1026.890015
	Iteration 22Q: 3 clusters Score -4914528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4914533.000000 Penalty: 1026.890015
	Iteration 23Q: 3 clusters Score -4914533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4914524.500000 Penalty: 1026.890015
	Iteration 24Q: 3 clusters Score -4914524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4914526.000000 Penalty: 1026.890015
	Iteration 25Q: 3 clusters Score -4914526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4914525.000000 Penalty: 1026.890015
	Iteration 26Q: 3 clusters Score -4914525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4914531.000000 Penalty: 1026.890015
	Iteration 27Q: 3 clusters Score -4914531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4914538.000000 Penalty: 1026.890015
	Iteration 28Q: 3 clusters Score -4914538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4914540.000000 Penalty: 1026.890015
	Iteration 29Q: 3 clusters Score -4914540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4914540.500000 Penalty: 1026.890015
	Iteration 30Q: 3 clusters Score -4914540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4914544.000000 Penalty: 1026.890015
	Iteration 31Q: 3 clusters Score -4914544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4914536.500000 Penalty: 1026.890015
	Iteration 32Q: 3 clusters Score -4914536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4914549.000000 Penalty: 1026.890015
	Iteration 33Q: 3 clusters Score -4914549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4914544.500000 Penalty: 1026.890015
	Iteration 34Q: 3 clusters Score -4914544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -4914541.500000 Penalty: 1026.890015
	Iteration 35Q: 3 clusters Score -4914542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4914549.000000 Penalty: 1026.890015
	Iteration 36Q: 3 clusters Score -4914549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4914550.500000 Penalty: 1026.890015
	Iteration 37Q: 3 clusters Score -4914550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4914548.500000 Penalty: 1026.890015
	Iteration 38Q: 3 clusters Score -4914548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4914550.500000 Penalty: 1026.890015
	Iteration 39Q: 3 clusters Score -4914550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4914554.500000 Penalty: 1026.890015
	Iteration 40F: 3 clusters Score -4914554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4914555.000000 Penalty: 1026.890015
	Iteration 41Q: 3 clusters Score -4914555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4914555.000000 Penalty: 1026.890015
	Iteration 42F: 3 clusters Score -4914555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 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 94 members 
Entering Unmasked Estep 
Score: -10888.924805 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10888.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10949.264648 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10949.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10976.016602 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -10976.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10997.631836 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -10997.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11002.550781 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11002.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11004.371094 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11004.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11004.371094 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -11004.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10953.965820 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10953.97 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 106 members 
Entering Unmasked Estep 
Score: -10665.275391 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10665.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10750.498047 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10837.246094 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10837.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10892.659180 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -10892.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10944.147461 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10944.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10957.472656 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10957.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10962.219727 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10962.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10970.621094 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10970.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10984.088867 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10984.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10986.052734 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10986.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10990.501953 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11000.902344 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -11000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11011.398438 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -11011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11011.398438 Penalty: 483.501770
	Iteration 13F: 3 clusters Score -11011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 82 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 121 members 
Entering Unmasked Estep 
Score: -53286492.000000 Penalty: 43036.371094
Splitting cluster 58 changes total score from -53286784.000000 to -53286492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -15495.281250 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -15495.28 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 118 members 
Entering Unmasked Estep 
Score: -15176.125000 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -15176.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15322.384766 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -15322.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15389.682617 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -15389.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15473.258789 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -15473.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15543.019531 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -15543.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15566.996094 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -15567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15570.043945 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -15570.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15574.460938 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -15574.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15576.385742 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -15576.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15576.385742 Penalty: 500.614502
	Iteration 9F: 3 clusters Score -15576.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 169 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1840 members 
Mstep: Class 64 contains 303 members 
Mstep: Class 65 contains 89932 members 
Mstep: Class 66 contains 167 members 
Mstep: Class 67 contains 260 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 76 members 
Entering Unmasked Estep 
Score: -53286504.000000 Penalty: 43036.371094
Splitting cluster 59 changes total score from -53286784.000000 to -53286504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -22473.841797 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -22473.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22076.667969 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -22076.67 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22195.261719 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -22195.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22223.031250 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -22223.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22234.833984 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -22234.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22241.535156 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -22241.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22249.171875 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -22249.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22250.779297 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -22250.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22255.248047 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -22255.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22262.285156 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -22262.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22268.041016 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -22268.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22272.974609 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -22272.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22274.375000 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -22274.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22274.539062 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -22274.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22274.539062 Penalty: 536.640991
	Iteration 13F: 3 clusters Score -22274.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10056.948242 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10056.95 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 81 members 
Entering Unmasked Estep 
Score: -9786.555664 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9786.556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9898.800781 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9898.801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9943.436523 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9943.437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9969.605469 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9969.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9975.939453 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9975.939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9975.939453 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -9975.939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7346.969238 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7346.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7112.930176 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7112.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7227.488281 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7227.488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7320.756348 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7320.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7322.482422 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -7322.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7322.482422 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -7322.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 201 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 99061 members 
Mstep: Class 9 contains 84675 members 
Mstep: Class 10 contains 11665 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87013 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 80948 members 
Mstep: Class 16 contains 72707 members 
Mstep: Class 17 contains 126 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4808 members 
Mstep: Class 20 contains 89240 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60675 members 
Mstep: Class 35 contains 93232 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 893 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1428 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1091 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79579 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287344.000000 Penalty: 42412.656250
Iteration 239Q: 69 clusters Score -5.328734e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 397 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 98979 members 
Mstep: Class 9 contains 84979 members 
Mstep: Class 10 contains 11585 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87462 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 81175 members 
Mstep: Class 16 contains 72720 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4837 members 
Mstep: Class 20 contains 89286 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 15575 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1195 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 367 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 60209 members 
Mstep: Class 35 contains 93314 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 263 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 887 members 
Mstep: Class 42 contains 462 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1424 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 216 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1093 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 79339 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 1784 members 
Mstep: Class 64 contains 299 members 
Mstep: Class 65 contains 89317 members 
Mstep: Class 66 contains 161 members 
Mstep: Class 67 contains 258 members 
Mstep: Class 68 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287780.000000 Penalty: 42412.656250
Iteration 240F: 69 clusters Score -5.328778e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 98865 members 
Mstep: Class 9 contains 85172 members 
Mstep: Class 10 contains 11464 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87716 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 81285 members 
Mstep: Class 16 contains 72674 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 89324 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 386 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 370 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 59708 members 
Mstep: Class 35 contains 93367 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 874 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1417 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 218 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1078 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 79192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 365 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 1818 members 
Mstep: Class 64 contains 307 members 
Mstep: Class 65 contains 89299 members 
Mstep: Class 66 contains 170 members 
Mstep: Class 67 contains 272 members 
Mstep: Class 68 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287908.000000 Penalty: 42412.656250
Iteration 241Q: 69 clusters Score -5.328791e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 98687 members 
Mstep: Class 9 contains 85267 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88019 members 
Mstep: Class 14 contains 4300 members 
Mstep: Class 15 contains 81405 members 
Mstep: Class 16 contains 72647 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 15904 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 370 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 568 members 
Mstep: Class 34 contains 59208 members 
Mstep: Class 35 contains 93427 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 866 members 
Mstep: Class 42 contains 462 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1413 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1070 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 79117 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 367 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 1850 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89261 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 280 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287688.000000 Penalty: 42412.656250
Iteration 242Q: 69 clusters Score -5.328769e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 98532 members 
Mstep: Class 9 contains 85346 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88280 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 81520 members 
Mstep: Class 16 contains 72647 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 89394 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 16098 members 
Mstep: Class 23 contains 314 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 569 members 
Mstep: Class 34 contains 58674 members 
Mstep: Class 35 contains 93414 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 862 members 
Mstep: Class 42 contains 462 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1408 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 219 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1059 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79114 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 245 members 
Mstep: Class 60 contains 369 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1887 members 
Mstep: Class 64 contains 314 members 
Mstep: Class 65 contains 89234 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 291 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287456.000000 Penalty: 42412.656250
Iteration 243Q: 69 clusters Score -5.328746e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 98307 members 
Mstep: Class 9 contains 85462 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88490 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 81633 members 
Mstep: Class 16 contains 72658 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4918 members 
Mstep: Class 20 contains 89420 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 16290 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 374 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 570 members 
Mstep: Class 34 contains 58077 members 
Mstep: Class 35 contains 93442 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 857 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1412 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1049 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79124 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1915 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89305 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 303 members 
Mstep: Class 68 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287248.000000 Penalty: 42412.656250
Iteration 244Q: 69 clusters Score -5.328725e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 98080 members 
Mstep: Class 9 contains 85580 members 
Mstep: Class 10 contains 11111 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88686 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 81733 members 
Mstep: Class 16 contains 72671 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 89440 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 16471 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 374 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 573 members 
Mstep: Class 34 contains 57445 members 
Mstep: Class 35 contains 93434 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 852 members 
Mstep: Class 42 contains 470 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1418 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79201 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 385 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1936 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89421 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 317 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287140.000000 Penalty: 42412.656250
Iteration 245Q: 69 clusters Score -5.328714e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 97885 members 
Mstep: Class 9 contains 85658 members 
Mstep: Class 10 contains 11041 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88907 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 81820 members 
Mstep: Class 16 contains 72660 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 89498 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 16637 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 372 members 
Mstep: Class 30 contains 374 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 576 members 
Mstep: Class 34 contains 56756 members 
Mstep: Class 35 contains 93419 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 847 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1417 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79266 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1951 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89581 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 322 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286984.000000 Penalty: 42412.656250
Iteration 246Q: 69 clusters Score -5.328698e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1066 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 439 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 97658 members 
Mstep: Class 9 contains 85680 members 
Mstep: Class 10 contains 10964 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89148 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 15 contains 81928 members 
Mstep: Class 16 contains 72652 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 89557 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 16817 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 56029 members 
Mstep: Class 35 contains 93390 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 296 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 843 members 
Mstep: Class 42 contains 481 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1418 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79382 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 393 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1961 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89759 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 325 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286872.000000 Penalty: 42412.656250
Iteration 247Q: 69 clusters Score -5.328687e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1064 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 97421 members 
Mstep: Class 9 contains 85733 members 
Mstep: Class 10 contains 10892 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89388 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 81992 members 
Mstep: Class 16 contains 72640 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 20 contains 89630 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 16995 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 55318 members 
Mstep: Class 35 contains 93351 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 838 members 
Mstep: Class 42 contains 483 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1419 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79539 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 394 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1968 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89934 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287112.000000 Penalty: 42412.656250
Iteration 248Q: 69 clusters Score -5.328711e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 97149 members 
Mstep: Class 9 contains 85793 members 
Mstep: Class 10 contains 10818 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89587 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 82016 members 
Mstep: Class 16 contains 72614 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 20 contains 89725 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 17192 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 54646 members 
Mstep: Class 35 contains 93278 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 835 members 
Mstep: Class 42 contains 486 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1418 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 184 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79734 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90150 members 
Mstep: Class 66 contains 171 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287088.000000 Penalty: 42412.656250
Iteration 249Q: 69 clusters Score -5.328709e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 96880 members 
Mstep: Class 9 contains 85894 members 
Mstep: Class 10 contains 10746 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89776 members 
Mstep: Class 14 contains 4955 members 
Mstep: Class 15 contains 82033 members 
Mstep: Class 16 contains 72568 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 20 contains 89775 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 17371 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 577 members 
Mstep: Class 34 contains 54003 members 
Mstep: Class 35 contains 93258 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 832 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1419 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 79931 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90348 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287044.000000 Penalty: 42412.656250
Iteration 250Q: 69 clusters Score -5.328704e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 96552 members 
Mstep: Class 9 contains 85935 members 
Mstep: Class 10 contains 10698 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89974 members 
Mstep: Class 14 contains 5024 members 
Mstep: Class 15 contains 82086 members 
Mstep: Class 16 contains 72558 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 89814 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 17530 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 53413 members 
Mstep: Class 35 contains 93262 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 830 members 
Mstep: Class 42 contains 488 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1420 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 80082 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90565 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287072.000000 Penalty: 42412.656250
Iteration 251Q: 69 clusters Score -5.328707e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 96217 members 
Mstep: Class 9 contains 86014 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90157 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 82104 members 
Mstep: Class 16 contains 72525 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 20 contains 89872 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 17665 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 372 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 52845 members 
Mstep: Class 35 contains 93238 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 828 members 
Mstep: Class 42 contains 489 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1422 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 80285 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 90774 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287212.000000 Penalty: 42412.656250
Iteration 252Q: 69 clusters Score -5.328721e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 95883 members 
Mstep: Class 9 contains 86062 members 
Mstep: Class 10 contains 10617 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90336 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 82103 members 
Mstep: Class 16 contains 72440 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 89947 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 52294 members 
Mstep: Class 35 contains 93202 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1423 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 80494 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 91030 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287484.000000 Penalty: 42412.656250
Iteration 253Q: 69 clusters Score -5.328748e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 95505 members 
Mstep: Class 9 contains 86095 members 
Mstep: Class 10 contains 10579 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90581 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 15 contains 82087 members 
Mstep: Class 16 contains 72364 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5093 members 
Mstep: Class 20 contains 89981 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 17979 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 51753 members 
Mstep: Class 35 contains 93205 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 824 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 80701 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 91301 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287660.000000 Penalty: 42412.656250
Iteration 254Q: 69 clusters Score -5.328766e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 95132 members 
Mstep: Class 9 contains 86142 members 
Mstep: Class 10 contains 10545 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90804 members 
Mstep: Class 14 contains 5232 members 
Mstep: Class 15 contains 82086 members 
Mstep: Class 16 contains 72273 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 90019 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 18145 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 51224 members 
Mstep: Class 35 contains 93180 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 823 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1422 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 80927 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 91575 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287728.000000 Penalty: 42412.656250
Iteration 255Q: 69 clusters Score -5.328773e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 94734 members 
Mstep: Class 9 contains 86176 members 
Mstep: Class 10 contains 10505 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90991 members 
Mstep: Class 14 contains 5280 members 
Mstep: Class 15 contains 82121 members 
Mstep: Class 16 contains 72179 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 18293 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 50709 members 
Mstep: Class 35 contains 93177 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1426 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 81145 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 91872 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287780.000000 Penalty: 42412.656250
Iteration 256Q: 69 clusters Score -5.328778e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 94396 members 
Mstep: Class 9 contains 86194 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91134 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 82123 members 
Mstep: Class 16 contains 72085 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 90097 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 18450 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 50234 members 
Mstep: Class 35 contains 93161 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 81352 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 92174 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287924.000000 Penalty: 42412.656250
Iteration 257Q: 69 clusters Score -5.328792e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 94102 members 
Mstep: Class 9 contains 86176 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91263 members 
Mstep: Class 14 contains 5378 members 
Mstep: Class 15 contains 82117 members 
Mstep: Class 16 contains 72007 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 90148 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 18584 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 49793 members 
Mstep: Class 35 contains 93132 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 81571 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 92460 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288072.000000 Penalty: 42412.656250
Iteration 258Q: 69 clusters Score -5.328807e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 93835 members 
Mstep: Class 9 contains 86148 members 
Mstep: Class 10 contains 10421 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91350 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 82138 members 
Mstep: Class 16 contains 71945 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 90149 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 49350 members 
Mstep: Class 35 contains 93164 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 81749 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 92746 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287972.000000 Penalty: 42412.656250
Iteration 259Q: 69 clusters Score -5.328797e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 93614 members 
Mstep: Class 9 contains 86133 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91394 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 82181 members 
Mstep: Class 16 contains 71866 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 90130 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 18891 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 48926 members 
Mstep: Class 35 contains 93162 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1421 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 81942 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 93052 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287960.000000 Penalty: 42412.656250
Iteration 260F: 69 clusters Score -5.328796e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 93441 members 
Mstep: Class 9 contains 86102 members 
Mstep: Class 10 contains 10382 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91410 members 
Mstep: Class 14 contains 5441 members 
Mstep: Class 15 contains 82200 members 
Mstep: Class 16 contains 71782 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 90122 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 48509 members 
Mstep: Class 35 contains 93145 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1421 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 82144 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 93371 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287928.000000 Penalty: 42412.656250
Iteration 261Q: 69 clusters Score -5.328793e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 93288 members 
Mstep: Class 9 contains 86056 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91408 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 82227 members 
Mstep: Class 16 contains 71710 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5145 members 
Mstep: Class 20 contains 90115 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19167 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 48074 members 
Mstep: Class 35 contains 93105 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1421 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 82411 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 93651 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287828.000000 Penalty: 42412.656250
Iteration 262Q: 69 clusters Score -5.328783e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 93162 members 
Mstep: Class 9 contains 86003 members 
Mstep: Class 10 contains 10342 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91362 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 82255 members 
Mstep: Class 16 contains 71663 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 90109 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19313 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 47682 members 
Mstep: Class 35 contains 93058 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1420 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 82646 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 93928 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287740.000000 Penalty: 42412.656250
Iteration 263Q: 69 clusters Score -5.328774e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 93029 members 
Mstep: Class 9 contains 85946 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91321 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 82273 members 
Mstep: Class 16 contains 71615 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 90104 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19450 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 47294 members 
Mstep: Class 35 contains 92968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1421 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 82920 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 94195 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287904.000000 Penalty: 42412.656250
Iteration 264Q: 69 clusters Score -5.32879e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92928 members 
Mstep: Class 9 contains 85956 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91258 members 
Mstep: Class 14 contains 5522 members 
Mstep: Class 15 contains 82309 members 
Mstep: Class 16 contains 71543 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5158 members 
Mstep: Class 20 contains 90103 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19565 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 46888 members 
Mstep: Class 35 contains 92838 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1421 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83198 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 94472 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287936.000000 Penalty: 42412.656250
Iteration 265Q: 69 clusters Score -5.328794e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92800 members 
Mstep: Class 9 contains 86004 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91241 members 
Mstep: Class 14 contains 5544 members 
Mstep: Class 15 contains 82327 members 
Mstep: Class 16 contains 71448 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 90131 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19672 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 46478 members 
Mstep: Class 35 contains 92756 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1420 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83408 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 94757 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287744.000000 Penalty: 42412.656250
Iteration 266Q: 69 clusters Score -5.328774e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92697 members 
Mstep: Class 9 contains 86027 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91190 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 82302 members 
Mstep: Class 16 contains 71372 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 90169 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19778 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 46075 members 
Mstep: Class 35 contains 92696 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1418 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83612 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 95062 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287880.000000 Penalty: 42412.656250
Iteration 267Q: 69 clusters Score -5.328788e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92636 members 
Mstep: Class 9 contains 86004 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91136 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 82303 members 
Mstep: Class 16 contains 71302 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 90209 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19878 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 45683 members 
Mstep: Class 35 contains 92600 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1422 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83835 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 95339 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287900.000000 Penalty: 42412.656250
Iteration 268Q: 69 clusters Score -5.32879e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92591 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 10273 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 91046 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 15 contains 82297 members 
Mstep: Class 16 contains 71252 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 90254 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 19977 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 45270 members 
Mstep: Class 35 contains 92543 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1422 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84052 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 95651 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288024.000000 Penalty: 42412.656250
Iteration 269Q: 69 clusters Score -5.328802e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3376 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92541 members 
Mstep: Class 9 contains 85938 members 
Mstep: Class 10 contains 10263 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90957 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 82285 members 
Mstep: Class 16 contains 71183 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 90283 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 44871 members 
Mstep: Class 35 contains 92479 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1423 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84310 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 95940 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288036.000000 Penalty: 42412.656250
Iteration 270Q: 69 clusters Score -5.328804e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3407 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92498 members 
Mstep: Class 9 contains 85930 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90866 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 15 contains 82279 members 
Mstep: Class 16 contains 71120 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 90308 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20126 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 44479 members 
Mstep: Class 35 contains 92373 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1430 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84586 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 96224 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288064.000000 Penalty: 42412.656250
Iteration 271Q: 69 clusters Score -5.328806e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92460 members 
Mstep: Class 9 contains 85925 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90790 members 
Mstep: Class 14 contains 5687 members 
Mstep: Class 15 contains 82241 members 
Mstep: Class 16 contains 71074 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 90347 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20193 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 44064 members 
Mstep: Class 35 contains 92335 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1433 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84821 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 96501 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288196.000000 Penalty: 42412.656250
Iteration 272Q: 69 clusters Score -5.32882e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92384 members 
Mstep: Class 9 contains 85961 members 
Mstep: Class 10 contains 10209 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90707 members 
Mstep: Class 14 contains 5701 members 
Mstep: Class 15 contains 82219 members 
Mstep: Class 16 contains 71029 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 90372 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20248 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 43637 members 
Mstep: Class 35 contains 92321 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1439 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85074 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 96768 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288304.000000 Penalty: 42412.656250
Iteration 273Q: 69 clusters Score -5.32883e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92306 members 
Mstep: Class 9 contains 86016 members 
Mstep: Class 10 contains 10177 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90631 members 
Mstep: Class 14 contains 5702 members 
Mstep: Class 15 contains 82219 members 
Mstep: Class 16 contains 71000 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 90404 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 43248 members 
Mstep: Class 35 contains 92281 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1439 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85295 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 97024 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288228.000000 Penalty: 42412.656250
Iteration 274Q: 69 clusters Score -5.328823e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92258 members 
Mstep: Class 9 contains 86012 members 
Mstep: Class 10 contains 10151 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90581 members 
Mstep: Class 14 contains 5698 members 
Mstep: Class 15 contains 82217 members 
Mstep: Class 16 contains 70980 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 90422 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20352 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 42871 members 
Mstep: Class 35 contains 92299 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1439 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85468 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 97266 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288124.000000 Penalty: 42412.656250
Iteration 275Q: 69 clusters Score -5.328812e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92220 members 
Mstep: Class 9 contains 86009 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90506 members 
Mstep: Class 14 contains 5691 members 
Mstep: Class 15 contains 82206 members 
Mstep: Class 16 contains 70953 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 90436 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20422 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 42507 members 
Mstep: Class 35 contains 92357 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1442 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85601 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 97534 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288108.000000 Penalty: 42412.656250
Iteration 276Q: 69 clusters Score -5.328811e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92203 members 
Mstep: Class 9 contains 85997 members 
Mstep: Class 10 contains 10082 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90435 members 
Mstep: Class 14 contains 5669 members 
Mstep: Class 15 contains 82211 members 
Mstep: Class 16 contains 70934 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 90459 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20517 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 42158 members 
Mstep: Class 35 contains 92384 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1444 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85717 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 97773 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288020.000000 Penalty: 42412.656250
Iteration 277Q: 69 clusters Score -5.328802e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92181 members 
Mstep: Class 9 contains 86026 members 
Mstep: Class 10 contains 10055 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90370 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 82214 members 
Mstep: Class 16 contains 70924 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 90460 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20598 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41826 members 
Mstep: Class 35 contains 92386 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1448 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85838 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 97991 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288052.000000 Penalty: 42412.656250
Iteration 278Q: 69 clusters Score -5.328805e+07 nChanged 1719
Entering ConstructFrom: 
Score: -53288052.000000 Penalty: 42412.656250
Entering ConstructFrom: 
Trying to split cluster 1 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9139.427734 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9139.428 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 82 members 
Entering Unmasked Estep 
Score: -8888.408203 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8888.408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8979.172852 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -8979.173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9030.522461 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9030.522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9078.742188 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9078.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9089.839844 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9089.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9093.118164 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9093.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9093.683594 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9093.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9093.683594 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -9093.684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -68298.578125 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -68298.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -67470.054688 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -67470.05 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -67709.671875 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -67709.67 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67778.414062 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -67778.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67843.890625 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -67843.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67916.203125 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -67916.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67973.453125 Penalty: 633.994019
	Iteration 5F: 3 clusters Score -67973.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68019.539062 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -68019.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68044.054688 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -68044.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68064.476562 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -68064.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68075.257812 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -68075.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68083.226562 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -68083.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68089.156250 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -68089.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68093.500000 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -68093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68102.234375 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -68102.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68125.000000 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -68125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68133.406250 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -68133.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68143.429688 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -68143.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68150.828125 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -68150.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68157.031250 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -68157.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68164.882812 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -68164.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68169.757812 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -68169.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68172.367188 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -68172.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68174.421875 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -68174.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68178.093750 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -68178.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68181.406250 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -68181.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68183.804688 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -68183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -68189.570312 Penalty: 633.994019
	Iteration 26Q: 3 clusters Score -68189.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68198.031250 Penalty: 633.994019
	Iteration 27Q: 3 clusters Score -68198.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68201.867188 Penalty: 633.994019
	Iteration 28Q: 3 clusters Score -68201.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68203.257812 Penalty: 633.994019
	Iteration 29Q: 3 clusters Score -68203.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68205.632812 Penalty: 633.994019
	Iteration 30Q: 3 clusters Score -68205.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68207.070312 Penalty: 633.994019
	Iteration 31Q: 3 clusters Score -68207.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68208.039062 Penalty: 633.994019
	Iteration 32Q: 3 clusters Score -68208.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68208.500000 Penalty: 633.994019
	Iteration 33Q: 3 clusters Score -68208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -68208.726562 Penalty: 633.994019
	Iteration 34Q: 3 clusters Score -68208.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68208.882812 Penalty: 633.994019
	Iteration 35Q: 3 clusters Score -68208.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68208.890625 Penalty: 633.994019
	Iteration 36Q: 3 clusters Score -68208.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68208.890625 Penalty: 633.994019
	Iteration 37F: 3 clusters Score -68208.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -8435.111328 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -8435.111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8054.877930 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -8054.878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8405.726562 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -8405.727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8470.213867 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -8470.214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8493.009766 Penalty: 544.538208
	Iteration 3Q: 3 clusters Score -8493.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8516.051758 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -8516.052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8523.929688 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -8523.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8526.504883 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -8526.505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8529.621094 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -8529.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8536.322266 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -8536.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8537.226562 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -8537.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8537.438477 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -8537.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8537.438477 Penalty: 544.538208
	Iteration 11F: 3 clusters Score -8537.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92163 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 282 members 
Entering Unmasked Estep 
Score: -53287884.000000 Penalty: 43036.371094
Splitting cluster 3 changes total score from -53288052.000000 to -53287884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10607.245117 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10607.25 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 114 members 
Entering Unmasked Estep 
Score: -10327.789062 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10327.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10386.640625 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10386.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10439.083008 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10439.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10484.874023 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -10484.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10521.397461 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -10521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10531.064453 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10531.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10534.312500 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10534.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10544.111328 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10544.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10560.946289 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10560.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10564.693359 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -10564.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10564.862305 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -10564.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10564.862305 Penalty: 483.052338
	Iteration 11F: 3 clusters Score -10564.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -29470.824219 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -29470.82 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 221 members 
Entering Unmasked Estep 
Score: -28992.970703 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -28992.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29113.300781 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -29113.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29139.212891 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -29139.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29154.267578 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -29154.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29170.310547 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -29170.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29177.787109 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -29177.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29191.896484 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -29191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29202.380859 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -29202.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29208.517578 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -29208.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29212.716797 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -29212.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29215.289062 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -29215.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29216.773438 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -29216.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29217.039062 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -29217.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29217.271484 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -29217.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29217.271484 Penalty: 558.139221
	Iteration 14F: 3 clusters Score -29217.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -222605.453125 Penalty: 372.344574
	Iteration 0F: 2 clusters Score -222605.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -220084.578125 Penalty: 744.689148
	Iteration 0F: 3 clusters Score -220084.6 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -220959.671875 Penalty: 744.689148
	Iteration 1F: 3 clusters Score -220959.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -221056.109375 Penalty: 744.689148
	Iteration 2F: 3 clusters Score -221056.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -221163.640625 Penalty: 744.689148
	Iteration 3F: 3 clusters Score -221163.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -221306.062500 Penalty: 744.689148
	Iteration 4F: 3 clusters Score -221306.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -221470.437500 Penalty: 744.689148
	Iteration 5F: 3 clusters Score -221470.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -221664.328125 Penalty: 744.689148
	Iteration 6F: 3 clusters Score -221664.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -221847.031250 Penalty: 744.689148
	Iteration 7F: 3 clusters Score -221847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -221974.187500 Penalty: 744.689148
	Iteration 8F: 3 clusters Score -221974.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -222043.062500 Penalty: 744.689148
	Iteration 9Q: 3 clusters Score -222043.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -222089.812500 Penalty: 744.689148
	Iteration 10Q: 3 clusters Score -222089.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -222131.703125 Penalty: 744.689148
	Iteration 11Q: 3 clusters Score -222131.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -222168.218750 Penalty: 744.689148
	Iteration 12Q: 3 clusters Score -222168.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -222203.265625 Penalty: 744.689148
	Iteration 13Q: 3 clusters Score -222203.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222242.265625 Penalty: 744.689148
	Iteration 14Q: 3 clusters Score -222242.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -222286.640625 Penalty: 744.689148
	Iteration 15Q: 3 clusters Score -222286.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222332.921875 Penalty: 744.689148
	Iteration 16Q: 3 clusters Score -222332.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -222351.937500 Penalty: 744.689148
	Iteration 17Q: 3 clusters Score -222351.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -222367.468750 Penalty: 744.689148
	Iteration 18Q: 3 clusters Score -222367.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -222384.046875 Penalty: 744.689148
	Iteration 19Q: 3 clusters Score -222384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -222395.609375 Penalty: 744.689148
	Iteration 20F: 3 clusters Score -222395.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -222401.453125 Penalty: 744.689148
	Iteration 21Q: 3 clusters Score -222401.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -222406.703125 Penalty: 744.689148
	Iteration 22Q: 3 clusters Score -222406.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -222409.500000 Penalty: 744.689148
	Iteration 23Q: 3 clusters Score -222409.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -222412.609375 Penalty: 744.689148
	Iteration 24Q: 3 clusters Score -222412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -222414.890625 Penalty: 744.689148
	Iteration 25Q: 3 clusters Score -222414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -222416.328125 Penalty: 744.689148
	Iteration 26Q: 3 clusters Score -222416.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222418.281250 Penalty: 744.689148
	Iteration 27Q: 3 clusters Score -222418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -222419.859375 Penalty: 744.689148
	Iteration 28Q: 3 clusters Score -222419.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -222422.671875 Penalty: 744.689148
	Iteration 29Q: 3 clusters Score -222422.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -222423.484375 Penalty: 744.689148
	Iteration 30Q: 3 clusters Score -222423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -222424.250000 Penalty: 744.689148
	Iteration 31Q: 3 clusters Score -222424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222425.781250 Penalty: 744.689148
	Iteration 32Q: 3 clusters Score -222425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -222426.750000 Penalty: 744.689148
	Iteration 33Q: 3 clusters Score -222426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -222428.109375 Penalty: 744.689148
	Iteration 34Q: 3 clusters Score -222428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -222429.671875 Penalty: 744.689148
	Iteration 35Q: 3 clusters Score -222429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -222430.734375 Penalty: 744.689148
	Iteration 36Q: 3 clusters Score -222430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -222431.796875 Penalty: 744.689148
	Iteration 37Q: 3 clusters Score -222431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -222433.375000 Penalty: 744.689148
	Iteration 38Q: 3 clusters Score -222433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -222434.265625 Penalty: 744.689148
	Iteration 39Q: 3 clusters Score -222434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222435.031250 Penalty: 744.689148
	Iteration 40F: 3 clusters Score -222435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -222435.187500 Penalty: 744.689148
	Iteration 41Q: 3 clusters Score -222435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -222435.562500 Penalty: 744.689148
	Iteration 42Q: 3 clusters Score -222435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -222436.000000 Penalty: 744.689148
	Iteration 43Q: 3 clusters Score -222436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -222436.078125 Penalty: 744.689148
	Iteration 44Q: 3 clusters Score -222436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -222436.156250 Penalty: 744.689148
	Iteration 45Q: 3 clusters Score -222436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222436.375000 Penalty: 744.689148
	Iteration 46Q: 3 clusters Score -222436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222436.375000 Penalty: 744.689148
	Iteration 47F: 3 clusters Score -222436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -12065.584961 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -12065.58 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 102 members 
Entering Unmasked Estep 
Score: -11781.821289 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11781.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11845.972656 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11845.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11874.327148 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11874.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11897.756836 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11897.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11904.034180 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11904.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11916.812500 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11916.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11923.282227 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11923.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11926.907227 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11926.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11927.921875 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11927.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11929.296875 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -11929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11929.902344 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -11929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11930.698242 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -11930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11930.698242 Penalty: 480.308441
	Iteration 12F: 3 clusters Score -11930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Entering Unmasked Estep 
Score: -5753677.500000 Penalty: 520.124817
	Iteration 0F: 2 clusters Score -5753678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5693288.000000 Penalty: 1040.249634
	Iteration 0F: 3 clusters Score -5693288 nChanged 44950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5720140.000000 Penalty: 1040.249634
	Iteration 1F: 3 clusters Score -5720140 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5721103.500000 Penalty: 1040.249634
	Iteration 2Q: 3 clusters Score -5721104 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5722584.000000 Penalty: 1040.249634
	Iteration 3Q: 3 clusters Score -5722584 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5725146.500000 Penalty: 1040.249634
	Iteration 4Q: 3 clusters Score -5725146 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5729317.000000 Penalty: 1040.249634
	Iteration 5F: 3 clusters Score -5729317 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5734964.000000 Penalty: 1040.249634
	Iteration 6F: 3 clusters Score -5734964 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5740401.000000 Penalty: 1040.249634
	Iteration 7F: 3 clusters Score -5740401 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5743478.000000 Penalty: 1040.249634
	Iteration 8F: 3 clusters Score -5743478 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -5744623.500000 Penalty: 1040.249634
	Iteration 9Q: 3 clusters Score -5744624 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -5745098.500000 Penalty: 1040.249634
	Iteration 10Q: 3 clusters Score -5745098 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -5745483.000000 Penalty: 1040.249634
	Iteration 11Q: 3 clusters Score -5745483 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -5745848.000000 Penalty: 1040.249634
	Iteration 12Q: 3 clusters Score -5745848 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5746363.000000 Penalty: 1040.249634
	Iteration 13Q: 3 clusters Score -5746363 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5746872.000000 Penalty: 1040.249634
	Iteration 14Q: 3 clusters Score -5746872 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -5747427.500000 Penalty: 1040.249634
	Iteration 15Q: 3 clusters Score -5747428 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5748031.000000 Penalty: 1040.249634
	Iteration 16Q: 3 clusters Score -5748031 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5748674.500000 Penalty: 1040.249634
	Iteration 17Q: 3 clusters Score -5748674 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -5749294.500000 Penalty: 1040.249634
	Iteration 18Q: 3 clusters Score -5749294 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -5749752.500000 Penalty: 1040.249634
	Iteration 19Q: 3 clusters Score -5749752 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -5750252.000000 Penalty: 1040.249634
	Iteration 20F: 3 clusters Score -5750252 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5750595.500000 Penalty: 1040.249634
	Iteration 21Q: 3 clusters Score -5750596 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5750884.000000 Penalty: 1040.249634
	Iteration 22Q: 3 clusters Score -5750884 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -5751118.000000 Penalty: 1040.249634
	Iteration 23Q: 3 clusters Score -5751118 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5751341.000000 Penalty: 1040.249634
	Iteration 24Q: 3 clusters Score -5751341 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5751518.000000 Penalty: 1040.249634
	Iteration 25Q: 3 clusters Score -5751518 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5751692.500000 Penalty: 1040.249634
	Iteration 26Q: 3 clusters Score -5751692 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5751792.000000 Penalty: 1040.249634
	Iteration 27Q: 3 clusters Score -5751792 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5751880.500000 Penalty: 1040.249634
	Iteration 28Q: 3 clusters Score -5751880 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5751974.000000 Penalty: 1040.249634
	Iteration 29Q: 3 clusters Score -5751974 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5752022.000000 Penalty: 1040.249634
	Iteration 30Q: 3 clusters Score -5752022 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5752095.500000 Penalty: 1040.249634
	Iteration 31Q: 3 clusters Score -5752096 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5752140.500000 Penalty: 1040.249634
	Iteration 32Q: 3 clusters Score -5752140 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -5752180.500000 Penalty: 1040.249634
	Iteration 33Q: 3 clusters Score -5752180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5752189.500000 Penalty: 1040.249634
	Iteration 34Q: 3 clusters Score -5752190 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5752240.500000 Penalty: 1040.249634
	Iteration 35Q: 3 clusters Score -5752240 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5752288.500000 Penalty: 1040.249634
	Iteration 36Q: 3 clusters Score -5752288 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5752341.000000 Penalty: 1040.249634
	Iteration 37Q: 3 clusters Score -5752341 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5752403.500000 Penalty: 1040.249634
	Iteration 38Q: 3 clusters Score -5752404 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5752472.500000 Penalty: 1040.249634
	Iteration 39Q: 3 clusters Score -5752472 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -5752566.500000 Penalty: 1040.249634
	Iteration 40F: 3 clusters Score -5752566 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5752587.500000 Penalty: 1040.249634
	Iteration 41Q: 3 clusters Score -5752588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -5752627.000000 Penalty: 1040.249634
	Iteration 42Q: 3 clusters Score -5752627 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -5752649.500000 Penalty: 1040.249634
	Iteration 43Q: 3 clusters Score -5752650 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5752703.000000 Penalty: 1040.249634
	Iteration 44Q: 3 clusters Score -5752703 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5752710.000000 Penalty: 1040.249634
	Iteration 45Q: 3 clusters Score -5752710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5752732.000000 Penalty: 1040.249634
	Iteration 46Q: 3 clusters Score -5752732 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5752781.500000 Penalty: 1040.249634
	Iteration 47Q: 3 clusters Score -5752782 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -5752841.000000 Penalty: 1040.249634
	Iteration 48Q: 3 clusters Score -5752841 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5752872.500000 Penalty: 1040.249634
	Iteration 49Q: 3 clusters Score -5752872 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -5752905.000000 Penalty: 1040.249634
	Iteration 50Q: 3 clusters Score -5752905 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -5752937.000000 Penalty: 1040.249634
	Iteration 51Q: 3 clusters Score -5752937 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -5752974.500000 Penalty: 1040.249634
	Iteration 52Q: 3 clusters Score -5752974 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5753018.000000 Penalty: 1040.249634
	Iteration 53Q: 3 clusters Score -5753018 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -5753021.500000 Penalty: 1040.249634
	Iteration 54Q: 3 clusters Score -5753022 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -5753047.500000 Penalty: 1040.249634
	Iteration 55Q: 3 clusters Score -5753048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5753081.500000 Penalty: 1040.249634
	Iteration 56Q: 3 clusters Score -5753082 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -5753118.000000 Penalty: 1040.249634
	Iteration 57Q: 3 clusters Score -5753118 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -5753166.000000 Penalty: 1040.249634
	Iteration 58Q: 3 clusters Score -5753166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5753178.000000 Penalty: 1040.249634
	Iteration 59Q: 3 clusters Score -5753178 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5753221.500000 Penalty: 1040.249634
	Iteration 60F: 3 clusters Score -5753222 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -5753267.000000 Penalty: 1040.249634
	Iteration 61Q: 3 clusters Score -5753267 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -5753288.000000 Penalty: 1040.249634
	Iteration 62Q: 3 clusters Score -5753288 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5753320.000000 Penalty: 1040.249634
	Iteration 63Q: 3 clusters Score -5753320 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5753331.000000 Penalty: 1040.249634
	Iteration 64Q: 3 clusters Score -5753331 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5753369.000000 Penalty: 1040.249634
	Iteration 65Q: 3 clusters Score -5753369 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5753383.000000 Penalty: 1040.249634
	Iteration 66Q: 3 clusters Score -5753383 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5753371.500000 Penalty: 1040.249634
	Iteration 67Q: 3 clusters Score -5753372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -5753411.500000 Penalty: 1040.249634
	Iteration 68Q: 3 clusters Score -5753412 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -5753428.500000 Penalty: 1040.249634
	Iteration 69Q: 3 clusters Score -5753428 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -5753437.500000 Penalty: 1040.249634
	Iteration 70Q: 3 clusters Score -5753438 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -5753448.000000 Penalty: 1040.249634
	Iteration 71Q: 3 clusters Score -5753448 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5753459.500000 Penalty: 1040.249634
	Iteration 72Q: 3 clusters Score -5753460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5753466.500000 Penalty: 1040.249634
	Iteration 73Q: 3 clusters Score -5753466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5753483.000000 Penalty: 1040.249634
	Iteration 74Q: 3 clusters Score -5753483 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5753472.500000 Penalty: 1040.249634
	Iteration 75Q: 3 clusters Score -5753472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5753490.500000 Penalty: 1040.249634
	Iteration 76Q: 3 clusters Score -5753490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5753502.500000 Penalty: 1040.249634
	Iteration 77Q: 3 clusters Score -5753502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5753519.000000 Penalty: 1040.249634
	Iteration 78Q: 3 clusters Score -5753519 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5753523.000000 Penalty: 1040.249634
	Iteration 79Q: 3 clusters Score -5753523 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5753525.000000 Penalty: 1040.249634
	Iteration 80F: 3 clusters Score -5753525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5753539.000000 Penalty: 1040.249634
	Iteration 81Q: 3 clusters Score -5753539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5753551.000000 Penalty: 1040.249634
	Iteration 82Q: 3 clusters Score -5753551 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -5753567.500000 Penalty: 1040.249634
	Iteration 83Q: 3 clusters Score -5753568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5753580.000000 Penalty: 1040.249634
	Iteration 84Q: 3 clusters Score -5753580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5753590.000000 Penalty: 1040.249634
	Iteration 85Q: 3 clusters Score -5753590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5753581.000000 Penalty: 1040.249634
	Iteration 86Q: 3 clusters Score -5753581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5753612.000000 Penalty: 1040.249634
	Iteration 87Q: 3 clusters Score -5753612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -5753631.500000 Penalty: 1040.249634
	Iteration 88Q: 3 clusters Score -5753632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5753641.000000 Penalty: 1040.249634
	Iteration 89Q: 3 clusters Score -5753641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5753643.500000 Penalty: 1040.249634
	Iteration 90Q: 3 clusters Score -5753644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -5753651.500000 Penalty: 1040.249634
	Iteration 91Q: 3 clusters Score -5753652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5753659.500000 Penalty: 1040.249634
	Iteration 92Q: 3 clusters Score -5753660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5753658.000000 Penalty: 1040.249634
	Iteration 93Q: 3 clusters Score -5753658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5753667.500000 Penalty: 1040.249634
	Iteration 94Q: 3 clusters Score -5753668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5753663.500000 Penalty: 1040.249634
	Iteration 95Q: 3 clusters Score -5753664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5753669.000000 Penalty: 1040.249634
	Iteration 96Q: 3 clusters Score -5753669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5753666.000000 Penalty: 1040.249634
	Iteration 97Q: 3 clusters Score -5753666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5753660.500000 Penalty: 1040.249634
	Iteration 98Q: 3 clusters Score -5753660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5753670.500000 Penalty: 1040.249634
	Iteration 99Q: 3 clusters Score -5753670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -5753687.500000 Penalty: 1040.249634
	Iteration 100F: 3 clusters Score -5753688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5753685.000000 Penalty: 1040.249634
	Iteration 101Q: 3 clusters Score -5753685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5753695.500000 Penalty: 1040.249634
	Iteration 102Q: 3 clusters Score -5753696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5753686.000000 Penalty: 1040.249634
	Iteration 103Q: 3 clusters Score -5753686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5753698.000000 Penalty: 1040.249634
	Iteration 104Q: 3 clusters Score -5753698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5753702.500000 Penalty: 1040.249634
	Iteration 105Q: 3 clusters Score -5753702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5753698.000000 Penalty: 1040.249634
	Iteration 106Q: 3 clusters Score -5753698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5753702.000000 Penalty: 1040.249634
	Iteration 107Q: 3 clusters Score -5753702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5753697.000000 Penalty: 1040.249634
	Iteration 108Q: 3 clusters Score -5753697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5753698.000000 Penalty: 1040.249634
	Iteration 109Q: 3 clusters Score -5753698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5753690.000000 Penalty: 1040.249634
	Iteration 110Q: 3 clusters Score -5753690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5753695.500000 Penalty: 1040.249634
	Iteration 111Q: 3 clusters Score -5753696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5753694.500000 Penalty: 1040.249634
	Iteration 112Q: 3 clusters Score -5753694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5753689.500000 Penalty: 1040.249634
	Iteration 113Q: 3 clusters Score -5753690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5753693.500000 Penalty: 1040.249634
	Iteration 114Q: 3 clusters Score -5753694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5753690.500000 Penalty: 1040.249634
	Iteration 115Q: 3 clusters Score -5753690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5753693.000000 Penalty: 1040.249634
	Iteration 116Q: 3 clusters Score -5753693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5753697.000000 Penalty: 1040.249634
	Iteration 117Q: 3 clusters Score -5753697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5753692.000000 Penalty: 1040.249634
	Iteration 118Q: 3 clusters Score -5753692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5753690.000000 Penalty: 1040.249634
	Iteration 119Q: 3 clusters Score -5753690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5753689.000000 Penalty: 1040.249634
	Iteration 120F: 3 clusters Score -5753689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5753688.500000 Penalty: 1040.249634
	Iteration 121Q: 3 clusters Score -5753688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5753688.500000 Penalty: 1040.249634
	Iteration 122F: 3 clusters Score -5753688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Entering Unmasked Estep 
Score: -53288072.000000 Penalty: 43036.371094
Splitting cluster 8 changes total score from -53288052.000000 to -53288072.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 9 (86020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Entering Unmasked Estep 
Score: -5323973.000000 Penalty: 516.986267
	Iteration 0F: 2 clusters Score -5323973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5266595.000000 Penalty: 1033.972534
	Iteration 0F: 3 clusters Score -5266595 nChanged 42037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -5294299.000000 Penalty: 1033.972534
	Iteration 1F: 3 clusters Score -5294299 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -5297143.500000 Penalty: 1033.972534
	Iteration 2F: 3 clusters Score -5297144 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5301326.500000 Penalty: 1033.972534
	Iteration 3F: 3 clusters Score -5301326 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5306210.500000 Penalty: 1033.972534
	Iteration 4F: 3 clusters Score -5306210 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -5309760.000000 Penalty: 1033.972534
	Iteration 5F: 3 clusters Score -5309760 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -5311054.000000 Penalty: 1033.972534
	Iteration 6Q: 3 clusters Score -5311054 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -5311423.000000 Penalty: 1033.972534
	Iteration 7Q: 3 clusters Score -5311423 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5311579.000000 Penalty: 1033.972534
	Iteration 8Q: 3 clusters Score -5311579 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5311713.000000 Penalty: 1033.972534
	Iteration 9Q: 3 clusters Score -5311713 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5311869.500000 Penalty: 1033.972534
	Iteration 10Q: 3 clusters Score -5311870 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5312062.000000 Penalty: 1033.972534
	Iteration 11Q: 3 clusters Score -5312062 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -5312266.500000 Penalty: 1033.972534
	Iteration 12Q: 3 clusters Score -5312266 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -5312421.000000 Penalty: 1033.972534
	Iteration 13Q: 3 clusters Score -5312421 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5312571.000000 Penalty: 1033.972534
	Iteration 14Q: 3 clusters Score -5312571 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -5312786.000000 Penalty: 1033.972534
	Iteration 15Q: 3 clusters Score -5312786 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5313003.500000 Penalty: 1033.972534
	Iteration 16Q: 3 clusters Score -5313004 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5313163.000000 Penalty: 1033.972534
	Iteration 17Q: 3 clusters Score -5313163 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5313341.000000 Penalty: 1033.972534
	Iteration 18Q: 3 clusters Score -5313341 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -5313507.500000 Penalty: 1033.972534
	Iteration 19Q: 3 clusters Score -5313508 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -5313651.500000 Penalty: 1033.972534
	Iteration 20F: 3 clusters Score -5313652 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -5313751.500000 Penalty: 1033.972534
	Iteration 21Q: 3 clusters Score -5313752 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -5313895.000000 Penalty: 1033.972534
	Iteration 22Q: 3 clusters Score -5313895 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -5313988.500000 Penalty: 1033.972534
	Iteration 23Q: 3 clusters Score -5313988 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5314107.000000 Penalty: 1033.972534
	Iteration 24Q: 3 clusters Score -5314107 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -5314239.000000 Penalty: 1033.972534
	Iteration 25Q: 3 clusters Score -5314239 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5314384.000000 Penalty: 1033.972534
	Iteration 26Q: 3 clusters Score -5314384 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -5314472.500000 Penalty: 1033.972534
	Iteration 27Q: 3 clusters Score -5314472 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -5314596.500000 Penalty: 1033.972534
	Iteration 28Q: 3 clusters Score -5314596 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -5314741.500000 Penalty: 1033.972534
	Iteration 29Q: 3 clusters Score -5314742 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -5314900.000000 Penalty: 1033.972534
	Iteration 30Q: 3 clusters Score -5314900 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -5315121.000000 Penalty: 1033.972534
	Iteration 31Q: 3 clusters Score -5315121 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -5315350.000000 Penalty: 1033.972534
	Iteration 32Q: 3 clusters Score -5315350 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -5315513.500000 Penalty: 1033.972534
	Iteration 33Q: 3 clusters Score -5315514 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -5315707.000000 Penalty: 1033.972534
	Iteration 34Q: 3 clusters Score -5315707 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -5315924.000000 Penalty: 1033.972534
	Iteration 35Q: 3 clusters Score -5315924 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -5316122.000000 Penalty: 1033.972534
	Iteration 36Q: 3 clusters Score -5316122 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -5316334.500000 Penalty: 1033.972534
	Iteration 37Q: 3 clusters Score -5316334 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -5316535.000000 Penalty: 1033.972534
	Iteration 38Q: 3 clusters Score -5316535 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -5316737.000000 Penalty: 1033.972534
	Iteration 39Q: 3 clusters Score -5316737 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -5316953.500000 Penalty: 1033.972534
	Iteration 40F: 3 clusters Score -5316954 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -5317223.000000 Penalty: 1033.972534
	Iteration 41Q: 3 clusters Score -5317223 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -5317461.000000 Penalty: 1033.972534
	Iteration 42Q: 3 clusters Score -5317461 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -5317666.500000 Penalty: 1033.972534
	Iteration 43Q: 3 clusters Score -5317666 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -5317933.500000 Penalty: 1033.972534
	Iteration 44Q: 3 clusters Score -5317934 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -5318186.000000 Penalty: 1033.972534
	Iteration 45Q: 3 clusters Score -5318186 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -5318412.000000 Penalty: 1033.972534
	Iteration 46Q: 3 clusters Score -5318412 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -5318656.500000 Penalty: 1033.972534
	Iteration 47Q: 3 clusters Score -5318656 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -5318897.500000 Penalty: 1033.972534
	Iteration 48Q: 3 clusters Score -5318898 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -5319128.000000 Penalty: 1033.972534
	Iteration 49Q: 3 clusters Score -5319128 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -5319300.000000 Penalty: 1033.972534
	Iteration 50Q: 3 clusters Score -5319300 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -5319503.500000 Penalty: 1033.972534
	Iteration 51Q: 3 clusters Score -5319504 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -5319775.000000 Penalty: 1033.972534
	Iteration 52Q: 3 clusters Score -5319775 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -5319977.000000 Penalty: 1033.972534
	Iteration 53Q: 3 clusters Score -5319977 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -5320215.500000 Penalty: 1033.972534
	Iteration 54Q: 3 clusters Score -5320216 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -5320455.000000 Penalty: 1033.972534
	Iteration 55Q: 3 clusters Score -5320455 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -5320714.000000 Penalty: 1033.972534
	Iteration 56Q: 3 clusters Score -5320714 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -5320987.000000 Penalty: 1033.972534
	Iteration 57Q: 3 clusters Score -5320987 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -5321279.500000 Penalty: 1033.972534
	Iteration 58Q: 3 clusters Score -5321280 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -5321561.500000 Penalty: 1033.972534
	Iteration 59Q: 3 clusters Score -5321562 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -5321845.000000 Penalty: 1033.972534
	Iteration 60F: 3 clusters Score -5321845 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -5322136.000000 Penalty: 1033.972534
	Iteration 61Q: 3 clusters Score -5322136 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -5322379.000000 Penalty: 1033.972534
	Iteration 62Q: 3 clusters Score -5322379 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -5322627.500000 Penalty: 1033.972534
	Iteration 63Q: 3 clusters Score -5322628 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -5322841.500000 Penalty: 1033.972534
	Iteration 64Q: 3 clusters Score -5322842 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -5323063.000000 Penalty: 1033.972534
	Iteration 65Q: 3 clusters Score -5323063 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -5323214.000000 Penalty: 1033.972534
	Iteration 66Q: 3 clusters Score -5323214 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -5323351.500000 Penalty: 1033.972534
	Iteration 67Q: 3 clusters Score -5323352 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -5323438.000000 Penalty: 1033.972534
	Iteration 68Q: 3 clusters Score -5323438 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -5323501.000000 Penalty: 1033.972534
	Iteration 69Q: 3 clusters Score -5323501 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -5323565.500000 Penalty: 1033.972534
	Iteration 70Q: 3 clusters Score -5323566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -5323553.500000 Penalty: 1033.972534
	Iteration 71Q: 3 clusters Score -5323554 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -5323578.000000 Penalty: 1033.972534
	Iteration 72Q: 3 clusters Score -5323578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -5323582.500000 Penalty: 1033.972534
	Iteration 73Q: 3 clusters Score -5323582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -5323589.000000 Penalty: 1033.972534
	Iteration 74Q: 3 clusters Score -5323589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -5323591.500000 Penalty: 1033.972534
	Iteration 75Q: 3 clusters Score -5323592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -5323603.000000 Penalty: 1033.972534
	Iteration 76Q: 3 clusters Score -5323603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -5323599.500000 Penalty: 1033.972534
	Iteration 77Q: 3 clusters Score -5323600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -5323592.500000 Penalty: 1033.972534
	Iteration 78Q: 3 clusters Score -5323592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -5323593.000000 Penalty: 1033.972534
	Iteration 79Q: 3 clusters Score -5323593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -5323603.500000 Penalty: 1033.972534
	Iteration 80F: 3 clusters Score -5323604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -5323609.000000 Penalty: 1033.972534
	Iteration 81Q: 3 clusters Score -5323609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -5323616.000000 Penalty: 1033.972534
	Iteration 82Q: 3 clusters Score -5323616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -5323615.000000 Penalty: 1033.972534
	Iteration 83Q: 3 clusters Score -5323615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -5323619.000000 Penalty: 1033.972534
	Iteration 84Q: 3 clusters Score -5323619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -5323626.500000 Penalty: 1033.972534
	Iteration 85Q: 3 clusters Score -5323626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -5323620.500000 Penalty: 1033.972534
	Iteration 86Q: 3 clusters Score -5323620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -5323622.500000 Penalty: 1033.972534
	Iteration 87Q: 3 clusters Score -5323622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -5323623.000000 Penalty: 1033.972534
	Iteration 88Q: 3 clusters Score -5323623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -5323625.000000 Penalty: 1033.972534
	Iteration 89Q: 3 clusters Score -5323625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -5323622.500000 Penalty: 1033.972534
	Iteration 90Q: 3 clusters Score -5323622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -5323622.500000 Penalty: 1033.972534
	Iteration 91F: 3 clusters Score -5323622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -630377.750000 Penalty: 419.147766
	Iteration 0F: 2 clusters Score -630377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -623658.875000 Penalty: 838.295532
	Iteration 0F: 3 clusters Score -623658.9 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -626312.375000 Penalty: 838.295532
	Iteration 1F: 3 clusters Score -626312.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -626512.375000 Penalty: 838.295532
	Iteration 2Q: 3 clusters Score -626512.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -626799.812500 Penalty: 838.295532
	Iteration 3F: 3 clusters Score -626799.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -627269.750000 Penalty: 838.295532
	Iteration 4F: 3 clusters Score -627269.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -627928.125000 Penalty: 838.295532
	Iteration 5F: 3 clusters Score -627928.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -628653.500000 Penalty: 838.295532
	Iteration 6F: 3 clusters Score -628653.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -629109.250000 Penalty: 838.295532
	Iteration 7F: 3 clusters Score -629109.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -629301.875000 Penalty: 838.295532
	Iteration 8Q: 3 clusters Score -629301.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -629398.937500 Penalty: 838.295532
	Iteration 9Q: 3 clusters Score -629398.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -629474.375000 Penalty: 838.295532
	Iteration 10Q: 3 clusters Score -629474.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -629543.312500 Penalty: 838.295532
	Iteration 11Q: 3 clusters Score -629543.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -629598.062500 Penalty: 838.295532
	Iteration 12Q: 3 clusters Score -629598.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -629663.375000 Penalty: 838.295532
	Iteration 13Q: 3 clusters Score -629663.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -629732.562500 Penalty: 838.295532
	Iteration 14Q: 3 clusters Score -629732.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -629793.250000 Penalty: 838.295532
	Iteration 15Q: 3 clusters Score -629793.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -629837.562500 Penalty: 838.295532
	Iteration 16Q: 3 clusters Score -629837.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -629879.750000 Penalty: 838.295532
	Iteration 17Q: 3 clusters Score -629879.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -629912.750000 Penalty: 838.295532
	Iteration 18Q: 3 clusters Score -629912.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -629948.125000 Penalty: 838.295532
	Iteration 19Q: 3 clusters Score -629948.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -629980.437500 Penalty: 838.295532
	Iteration 20F: 3 clusters Score -629980.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -630009.437500 Penalty: 838.295532
	Iteration 21Q: 3 clusters Score -630009.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -630032.687500 Penalty: 838.295532
	Iteration 22Q: 3 clusters Score -630032.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -630047.625000 Penalty: 838.295532
	Iteration 23Q: 3 clusters Score -630047.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -630059.000000 Penalty: 838.295532
	Iteration 24Q: 3 clusters Score -630059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -630068.500000 Penalty: 838.295532
	Iteration 25Q: 3 clusters Score -630068.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -630073.125000 Penalty: 838.295532
	Iteration 26Q: 3 clusters Score -630073.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -630079.937500 Penalty: 838.295532
	Iteration 27Q: 3 clusters Score -630079.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -630088.750000 Penalty: 838.295532
	Iteration 28Q: 3 clusters Score -630088.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -630095.000000 Penalty: 838.295532
	Iteration 29Q: 3 clusters Score -630095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -630096.437500 Penalty: 838.295532
	Iteration 30Q: 3 clusters Score -630096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -630096.937500 Penalty: 838.295532
	Iteration 31Q: 3 clusters Score -630096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -630098.250000 Penalty: 838.295532
	Iteration 32Q: 3 clusters Score -630098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -630100.812500 Penalty: 838.295532
	Iteration 33Q: 3 clusters Score -630100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -630103.562500 Penalty: 838.295532
	Iteration 34Q: 3 clusters Score -630103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -630105.062500 Penalty: 838.295532
	Iteration 35Q: 3 clusters Score -630105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -630107.562500 Penalty: 838.295532
	Iteration 36Q: 3 clusters Score -630107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -630108.000000 Penalty: 838.295532
	Iteration 37Q: 3 clusters Score -630108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -630108.937500 Penalty: 838.295532
	Iteration 38Q: 3 clusters Score -630108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -630109.437500 Penalty: 838.295532
	Iteration 39Q: 3 clusters Score -630109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -630110.875000 Penalty: 838.295532
	Iteration 40F: 3 clusters Score -630110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -630112.375000 Penalty: 838.295532
	Iteration 41Q: 3 clusters Score -630112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -630117.000000 Penalty: 838.295532
	Iteration 42Q: 3 clusters Score -630117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -630119.937500 Penalty: 838.295532
	Iteration 43Q: 3 clusters Score -630119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -630121.250000 Penalty: 838.295532
	Iteration 44Q: 3 clusters Score -630121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -630123.125000 Penalty: 838.295532
	Iteration 45Q: 3 clusters Score -630123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -630124.375000 Penalty: 838.295532
	Iteration 46Q: 3 clusters Score -630124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -630124.437500 Penalty: 838.295532
	Iteration 47Q: 3 clusters Score -630124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -630126.312500 Penalty: 838.295532
	Iteration 48Q: 3 clusters Score -630126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -630126.750000 Penalty: 838.295532
	Iteration 49Q: 3 clusters Score -630126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -630127.937500 Penalty: 838.295532
	Iteration 50Q: 3 clusters Score -630127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -630130.187500 Penalty: 838.295532
	Iteration 51Q: 3 clusters Score -630130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -630129.625000 Penalty: 838.295532
	Iteration 52Q: 3 clusters Score -630129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -630130.062500 Penalty: 838.295532
	Iteration 53Q: 3 clusters Score -630130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -630131.125000 Penalty: 838.295532
	Iteration 54Q: 3 clusters Score -630131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -630130.437500 Penalty: 838.295532
	Iteration 55Q: 3 clusters Score -630130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -630131.187500 Penalty: 838.295532
	Iteration 56Q: 3 clusters Score -630131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -630131.187500 Penalty: 838.295532
	Iteration 57F: 3 clusters Score -630131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9582.993164 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9582.993 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 94 members 
Entering Unmasked Estep 
Score: -9301.530273 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9301.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9368.840820 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9368.841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9394.631836 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9394.632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9417.795898 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -9417.796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9436.583008 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9436.583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9477.381836 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9477.382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9502.113281 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9502.113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9506.600586 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9506.601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9514.388672 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -9514.389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9518.025391 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -9518.025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9532.255859 Penalty: 475.542938
	Iteration 10Q: 3 clusters Score -9532.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9538.054688 Penalty: 475.542938
	Iteration 11Q: 3 clusters Score -9538.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9539.024414 Penalty: 475.542938
	Iteration 12Q: 3 clusters Score -9539.024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9540.068359 Penalty: 475.542938
	Iteration 13Q: 3 clusters Score -9540.068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9545.900391 Penalty: 475.542938
	Iteration 14Q: 3 clusters Score -9545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9561.003906 Penalty: 475.542938
	Iteration 15Q: 3 clusters Score -9561.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9561.003906 Penalty: 475.542938
	Iteration 16F: 3 clusters Score -9561.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -13558.305664 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -13558.31 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 109 members 
Entering Unmasked Estep 
Score: -13287.335938 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -13287.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13365.305664 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -13365.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13380.840820 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -13380.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13392.198242 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -13392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13403.128906 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -13403.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13406.902344 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -13406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13408.312500 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -13408.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13412.488281 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -13412.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13412.488281 Penalty: 480.308441
	Iteration 8F: 3 clusters Score -13412.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (90308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90308 members 
Entering Unmasked Estep 
Score: -5618168.000000 Penalty: 519.199646
	Iteration 0F: 2 clusters Score -5618168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5559015.500000 Penalty: 1038.399292
	Iteration 0F: 3 clusters Score -5559016 nChanged 44054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5585029.500000 Penalty: 1038.399292
	Iteration 1F: 3 clusters Score -5585030 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5585751.000000 Penalty: 1038.399292
	Iteration 2Q: 3 clusters Score -5585751 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5586774.000000 Penalty: 1038.399292
	Iteration 3Q: 3 clusters Score -5586774 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5588477.500000 Penalty: 1038.399292
	Iteration 4Q: 3 clusters Score -5588478 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5591455.000000 Penalty: 1038.399292
	Iteration 5F: 3 clusters Score -5591455 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -5595737.000000 Penalty: 1038.399292
	Iteration 6F: 3 clusters Score -5595737 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5600816.000000 Penalty: 1038.399292
	Iteration 7F: 3 clusters Score -5600816 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -5604488.000000 Penalty: 1038.399292
	Iteration 8F: 3 clusters Score -5604488 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -5606105.500000 Penalty: 1038.399292
	Iteration 9Q: 3 clusters Score -5606106 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5606778.000000 Penalty: 1038.399292
	Iteration 10Q: 3 clusters Score -5606778 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5607196.000000 Penalty: 1038.399292
	Iteration 11Q: 3 clusters Score -5607196 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -5607655.000000 Penalty: 1038.399292
	Iteration 12Q: 3 clusters Score -5607655 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5608175.000000 Penalty: 1038.399292
	Iteration 13Q: 3 clusters Score -5608175 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5608771.000000 Penalty: 1038.399292
	Iteration 14Q: 3 clusters Score -5608771 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5609462.500000 Penalty: 1038.399292
	Iteration 15Q: 3 clusters Score -5609462 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5610165.000000 Penalty: 1038.399292
	Iteration 16Q: 3 clusters Score -5610165 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5610843.500000 Penalty: 1038.399292
	Iteration 17Q: 3 clusters Score -5610844 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5611519.500000 Penalty: 1038.399292
	Iteration 18Q: 3 clusters Score -5611520 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5612261.500000 Penalty: 1038.399292
	Iteration 19Q: 3 clusters Score -5612262 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5613058.000000 Penalty: 1038.399292
	Iteration 20F: 3 clusters Score -5613058 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -5613787.500000 Penalty: 1038.399292
	Iteration 21Q: 3 clusters Score -5613788 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -5614552.500000 Penalty: 1038.399292
	Iteration 22Q: 3 clusters Score -5614552 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5615280.500000 Penalty: 1038.399292
	Iteration 23Q: 3 clusters Score -5615280 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -5615933.000000 Penalty: 1038.399292
	Iteration 24Q: 3 clusters Score -5615933 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5616440.000000 Penalty: 1038.399292
	Iteration 25Q: 3 clusters Score -5616440 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5616829.500000 Penalty: 1038.399292
	Iteration 26Q: 3 clusters Score -5616830 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5617001.000000 Penalty: 1038.399292
	Iteration 27Q: 3 clusters Score -5617001 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -5617050.000000 Penalty: 1038.399292
	Iteration 28Q: 3 clusters Score -5617050 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5617109.000000 Penalty: 1038.399292
	Iteration 29Q: 3 clusters Score -5617109 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5617161.000000 Penalty: 1038.399292
	Iteration 30Q: 3 clusters Score -5617161 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5617181.500000 Penalty: 1038.399292
	Iteration 31Q: 3 clusters Score -5617182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5617194.000000 Penalty: 1038.399292
	Iteration 32Q: 3 clusters Score -5617194 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5617200.500000 Penalty: 1038.399292
	Iteration 33Q: 3 clusters Score -5617200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5617212.000000 Penalty: 1038.399292
	Iteration 34Q: 3 clusters Score -5617212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -5617204.000000 Penalty: 1038.399292
	Iteration 35Q: 3 clusters Score -5617204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5617212.500000 Penalty: 1038.399292
	Iteration 36Q: 3 clusters Score -5617212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5617205.500000 Penalty: 1038.399292
	Iteration 37Q: 3 clusters Score -5617206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5617219.500000 Penalty: 1038.399292
	Iteration 38Q: 3 clusters Score -5617220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5617221.000000 Penalty: 1038.399292
	Iteration 39Q: 3 clusters Score -5617221 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5617229.000000 Penalty: 1038.399292
	Iteration 40F: 3 clusters Score -5617229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5617228.500000 Penalty: 1038.399292
	Iteration 41Q: 3 clusters Score -5617228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5617231.000000 Penalty: 1038.399292
	Iteration 42Q: 3 clusters Score -5617231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5617227.500000 Penalty: 1038.399292
	Iteration 43Q: 3 clusters Score -5617228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5617241.000000 Penalty: 1038.399292
	Iteration 44Q: 3 clusters Score -5617241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5617254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5617268.000000 Penalty: 1038.399292
	Iteration 46Q: 3 clusters Score -5617268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -5617269.000000 Penalty: 1038.399292
	Iteration 47Q: 3 clusters Score -5617269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5617272.000000 Penalty: 1038.399292
	Iteration 48Q: 3 clusters Score -5617272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5617290.500000 Penalty: 1038.399292
	Iteration 49Q: 3 clusters Score -5617290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5617300.500000 Penalty: 1038.399292
	Iteration 50Q: 3 clusters Score -5617300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5617302.500000 Penalty: 1038.399292
	Iteration 51Q: 3 clusters Score -5617302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -5617305.000000 Penalty: 1038.399292
	Iteration 52Q: 3 clusters Score -5617305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5617313.000000 Penalty: 1038.399292
	Iteration 53Q: 3 clusters Score -5617313 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5617313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -5617317.500000 Penalty: 1038.399292
	Iteration 55Q: 3 clusters Score -5617318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -5617316.500000 Penalty: 1038.399292
	Iteration 56Q: 3 clusters Score -5617316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5617312.500000 Penalty: 1038.399292
	Iteration 57Q: 3 clusters Score -5617312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5617316.500000 Penalty: 1038.399292
	Iteration 58Q: 3 clusters Score -5617316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5617313.000000 Penalty: 1038.399292
	Iteration 59Q: 3 clusters Score -5617313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5617315.000000 Penalty: 1038.399292
	Iteration 60F: 3 clusters Score -5617315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -5617313.000000 Penalty: 1038.399292
	Iteration 61Q: 3 clusters Score -5617313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5617314.500000 Penalty: 1038.399292
	Iteration 62Q: 3 clusters Score -5617314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5617325.000000 Penalty: 1038.399292
	Iteration 63Q: 3 clusters Score -5617325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5617330.500000 Penalty: 1038.399292
	Iteration 64Q: 3 clusters Score -5617330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5617347.000000 Penalty: 1038.399292
	Iteration 65Q: 3 clusters Score -5617347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5617345.000000 Penalty: 1038.399292
	Iteration 66Q: 3 clusters Score -5617345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5617369.000000 Penalty: 1038.399292
	Iteration 67Q: 3 clusters Score -5617369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -5617372.500000 Penalty: 1038.399292
	Iteration 68Q: 3 clusters Score -5617372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5617381.500000 Penalty: 1038.399292
	Iteration 69Q: 3 clusters Score -5617382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5617380.000000 Penalty: 1038.399292
	Iteration 70Q: 3 clusters Score -5617380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5617376.500000 Penalty: 1038.399292
	Iteration 71Q: 3 clusters Score -5617376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5617386.000000 Penalty: 1038.399292
	Iteration 72Q: 3 clusters Score -5617386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5617396.500000 Penalty: 1038.399292
	Iteration 73Q: 3 clusters Score -5617396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5617384.500000 Penalty: 1038.399292
	Iteration 74Q: 3 clusters Score -5617384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -5617398.000000 Penalty: 1038.399292
	Iteration 75Q: 3 clusters Score -5617398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5617404.500000 Penalty: 1038.399292
	Iteration 76Q: 3 clusters Score -5617404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5617410.500000 Penalty: 1038.399292
	Iteration 77Q: 3 clusters Score -5617410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5617437.000000 Penalty: 1038.399292
	Iteration 78Q: 3 clusters Score -5617437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -5617439.500000 Penalty: 1038.399292
	Iteration 79Q: 3 clusters Score -5617440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5617439.000000 Penalty: 1038.399292
	Iteration 80F: 3 clusters Score -5617439 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5617442.000000 Penalty: 1038.399292
	Iteration 81Q: 3 clusters Score -5617442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -5617440.000000 Penalty: 1038.399292
	Iteration 82Q: 3 clusters Score -5617440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -5617435.000000 Penalty: 1038.399292
	Iteration 83Q: 3 clusters Score -5617435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5617430.000000 Penalty: 1038.399292
	Iteration 84Q: 3 clusters Score -5617430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5617438.500000 Penalty: 1038.399292
	Iteration 85Q: 3 clusters Score -5617438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5617439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5617461.500000 Penalty: 1038.399292
	Iteration 87Q: 3 clusters Score -5617462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -5617454.000000 Penalty: 1038.399292
	Iteration 88Q: 3 clusters Score -5617454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -5617451.000000 Penalty: 1038.399292
	Iteration 89Q: 3 clusters Score -5617451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -5617450.000000 Penalty: 1038.399292
	Iteration 90Q: 3 clusters Score -5617450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5617461.500000 Penalty: 1038.399292
	Iteration 91Q: 3 clusters Score -5617462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -5617457.500000 Penalty: 1038.399292
	Iteration 92Q: 3 clusters Score -5617458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5617467.000000 Penalty: 1038.399292
	Iteration 93Q: 3 clusters Score -5617467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5617474.500000 Penalty: 1038.399292
	Iteration 94Q: 3 clusters Score -5617474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5617477.000000 Penalty: 1038.399292
	Iteration 95Q: 3 clusters Score -5617477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5617473.500000 Penalty: 1038.399292
	Iteration 96Q: 3 clusters Score -5617474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5617474.000000 Penalty: 1038.399292
	Iteration 97Q: 3 clusters Score -5617474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5617473.000000 Penalty: 1038.399292
	Iteration 98Q: 3 clusters Score -5617473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5617465.500000 Penalty: 1038.399292
	Iteration 99Q: 3 clusters Score -5617466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -5617465.500000 Penalty: 1038.399292
	Iteration 100F: 3 clusters Score -5617466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5617480.000000 Penalty: 1038.399292
	Iteration 101Q: 3 clusters Score -5617480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -5617482.500000 Penalty: 1038.399292
	Iteration 102Q: 3 clusters Score -5617482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5617484.500000 Penalty: 1038.399292
	Iteration 103Q: 3 clusters Score -5617484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -5617485.000000 Penalty: 1038.399292
	Iteration 104Q: 3 clusters Score -5617485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5617484.000000 Penalty: 1038.399292
	Iteration 105Q: 3 clusters Score -5617484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5617486.000000 Penalty: 1038.399292
	Iteration 106Q: 3 clusters Score -5617486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5617489.000000 Penalty: 1038.399292
	Iteration 107Q: 3 clusters Score -5617489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5617492.000000 Penalty: 1038.399292
	Iteration 108Q: 3 clusters Score -5617492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5617491.500000 Penalty: 1038.399292
	Iteration 109Q: 3 clusters Score -5617492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5617489.500000 Penalty: 1038.399292
	Iteration 110Q: 3 clusters Score -5617490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5617496.000000 Penalty: 1038.399292
	Iteration 111Q: 3 clusters Score -5617496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5617499.000000 Penalty: 1038.399292
	Iteration 112Q: 3 clusters Score -5617499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5617495.500000 Penalty: 1038.399292
	Iteration 113Q: 3 clusters Score -5617496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -5617489.000000 Penalty: 1038.399292
	Iteration 114Q: 3 clusters Score -5617489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -5617497.000000 Penalty: 1038.399292
	Iteration 115Q: 3 clusters Score -5617497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5617497.000000 Penalty: 1038.399292
	Iteration 116Q: 3 clusters Score -5617497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5617504.000000 Penalty: 1038.399292
	Iteration 117Q: 3 clusters Score -5617504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5617506.500000 Penalty: 1038.399292
	Iteration 118Q: 3 clusters Score -5617506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5617514.500000 Penalty: 1038.399292
	Iteration 119Q: 3 clusters Score -5617514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5617509.500000 Penalty: 1038.399292
	Iteration 120F: 3 clusters Score -5617510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -5617513.500000 Penalty: 1038.399292
	Iteration 121Q: 3 clusters Score -5617514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -5617517.500000 Penalty: 1038.399292
	Iteration 122Q: 3 clusters Score -5617518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5617522.000000 Penalty: 1038.399292
	Iteration 123Q: 3 clusters Score -5617522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5617514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5617514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -5617512.000000 Penalty: 1038.399292
	Iteration 126Q: 3 clusters Score -5617512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -5617521.000000 Penalty: 1038.399292
	Iteration 127Q: 3 clusters Score -5617521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5617524.000000 Penalty: 1038.399292
	Iteration 128Q: 3 clusters Score -5617524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5617535.500000 Penalty: 1038.399292
	Iteration 129Q: 3 clusters Score -5617536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5617529.000000 Penalty: 1038.399292
	Iteration 130Q: 3 clusters Score -5617529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5617538.000000 Penalty: 1038.399292
	Iteration 131Q: 3 clusters Score -5617538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5617537.000000 Penalty: 1038.399292
	Iteration 132Q: 3 clusters Score -5617537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -5617530.500000 Penalty: 1038.399292
	Iteration 133Q: 3 clusters Score -5617530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -5617522.500000 Penalty: 1038.399292
	Iteration 134Q: 3 clusters Score -5617522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5617530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5617518.500000 Penalty: 1038.399292
	Iteration 136Q: 3 clusters Score -5617518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5617522.500000 Penalty: 1038.399292
	Iteration 137Q: 3 clusters Score -5617522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -5617521.500000 Penalty: 1038.399292
	Iteration 138Q: 3 clusters Score -5617522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5617523.500000 Penalty: 1038.399292
	Iteration 139Q: 3 clusters Score -5617524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5617528.000000 Penalty: 1038.399292
	Iteration 140F: 3 clusters Score -5617528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -5617529.500000 Penalty: 1038.399292
	Iteration 141Q: 3 clusters Score -5617530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5617533.500000 Penalty: 1038.399292
	Iteration 142Q: 3 clusters Score -5617534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5617542.000000 Penalty: 1038.399292
	Iteration 143Q: 3 clusters Score -5617542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -5617546.000000 Penalty: 1038.399292
	Iteration 144Q: 3 clusters Score -5617546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5617543.500000 Penalty: 1038.399292
	Iteration 145Q: 3 clusters Score -5617544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -5617546.000000 Penalty: 1038.399292
	Iteration 146Q: 3 clusters Score -5617546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5617548.000000 Penalty: 1038.399292
	Iteration 147Q: 3 clusters Score -5617548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5617558.500000 Penalty: 1038.399292
	Iteration 148Q: 3 clusters Score -5617558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -5617557.000000 Penalty: 1038.399292
	Iteration 149Q: 3 clusters Score -5617557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -5617564.000000 Penalty: 1038.399292
	Iteration 150Q: 3 clusters Score -5617564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5617558.000000 Penalty: 1038.399292
	Iteration 151Q: 3 clusters Score -5617558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -5617572.000000 Penalty: 1038.399292
	Iteration 152Q: 3 clusters Score -5617572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5617569.000000 Penalty: 1038.399292
	Iteration 153Q: 3 clusters Score -5617569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -5617574.000000 Penalty: 1038.399292
	Iteration 154Q: 3 clusters Score -5617574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -5617580.000000 Penalty: 1038.399292
	Iteration 155Q: 3 clusters Score -5617580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5617583.000000 Penalty: 1038.399292
	Iteration 156Q: 3 clusters Score -5617583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -5617576.500000 Penalty: 1038.399292
	Iteration 157Q: 3 clusters Score -5617576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5617575.000000 Penalty: 1038.399292
	Iteration 158Q: 3 clusters Score -5617575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5617578.500000 Penalty: 1038.399292
	Iteration 159Q: 3 clusters Score -5617578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5617574.000000 Penalty: 1038.399292
	Iteration 160F: 3 clusters Score -5617574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5617564.500000 Penalty: 1038.399292
	Iteration 161Q: 3 clusters Score -5617564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5617566.000000 Penalty: 1038.399292
	Iteration 162Q: 3 clusters Score -5617566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -5617561.000000 Penalty: 1038.399292
	Iteration 163Q: 3 clusters Score -5617561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5617570.500000 Penalty: 1038.399292
	Iteration 164Q: 3 clusters Score -5617570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5617573.000000 Penalty: 1038.399292
	Iteration 165Q: 3 clusters Score -5617573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5617570.500000 Penalty: 1038.399292
	Iteration 166Q: 3 clusters Score -5617570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5617576.000000 Penalty: 1038.399292
	Iteration 167Q: 3 clusters Score -5617576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5617576.500000 Penalty: 1038.399292
	Iteration 168Q: 3 clusters Score -5617576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5617586.000000 Penalty: 1038.399292
	Iteration 169Q: 3 clusters Score -5617586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5617600.000000 Penalty: 1038.399292
	Iteration 170Q: 3 clusters Score -5617600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5617590.000000 Penalty: 1038.399292
	Iteration 171Q: 3 clusters Score -5617590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -5617584.500000 Penalty: 1038.399292
	Iteration 172Q: 3 clusters Score -5617584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -5617597.500000 Penalty: 1038.399292
	Iteration 173Q: 3 clusters Score -5617598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5617592.000000 Penalty: 1038.399292
	Iteration 174Q: 3 clusters Score -5617592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5617601.500000 Penalty: 1038.399292
	Iteration 175Q: 3 clusters Score -5617602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -5617607.500000 Penalty: 1038.399292
	Iteration 176Q: 3 clusters Score -5617608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5617616.500000 Penalty: 1038.399292
	Iteration 177Q: 3 clusters Score -5617616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -5617620.000000 Penalty: 1038.399292
	Iteration 178Q: 3 clusters Score -5617620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5617634.000000 Penalty: 1038.399292
	Iteration 179Q: 3 clusters Score -5617634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -5617633.000000 Penalty: 1038.399292
	Iteration 180F: 3 clusters Score -5617633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5617626.000000 Penalty: 1038.399292
	Iteration 181Q: 3 clusters Score -5617626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5617620.500000 Penalty: 1038.399292
	Iteration 182Q: 3 clusters Score -5617620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5617620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5617612.000000 Penalty: 1038.399292
	Iteration 184Q: 3 clusters Score -5617612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5617613.500000 Penalty: 1038.399292
	Iteration 185Q: 3 clusters Score -5617614 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5617607.500000 Penalty: 1038.399292
	Iteration 186Q: 3 clusters Score -5617608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5617612.500000 Penalty: 1038.399292
	Iteration 187Q: 3 clusters Score -5617612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5617616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -5617627.500000 Penalty: 1038.399292
	Iteration 189Q: 3 clusters Score -5617628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -5617629.500000 Penalty: 1038.399292
	Iteration 190Q: 3 clusters Score -5617630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -5617638.500000 Penalty: 1038.399292
	Iteration 191Q: 3 clusters Score -5617638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5617635.500000 Penalty: 1038.399292
	Iteration 192Q: 3 clusters Score -5617636 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5617643.500000 Penalty: 1038.399292
	Iteration 193Q: 3 clusters Score -5617644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5617661.000000 Penalty: 1038.399292
	Iteration 194Q: 3 clusters Score -5617661 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -5617686.000000 Penalty: 1038.399292
	Iteration 195Q: 3 clusters Score -5617686 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5617694.000000 Penalty: 1038.399292
	Iteration 196Q: 3 clusters Score -5617694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5617681.500000 Penalty: 1038.399292
	Iteration 197Q: 3 clusters Score -5617682 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -5617683.000000 Penalty: 1038.399292
	Iteration 198Q: 3 clusters Score -5617683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5617691.000000 Penalty: 1038.399292
	Iteration 199Q: 3 clusters Score -5617691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -5617695.500000 Penalty: 1038.399292
	Iteration 200F: 3 clusters Score -5617696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5617683.000000 Penalty: 1038.399292
	Iteration 201Q: 3 clusters Score -5617683 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -5617697.000000 Penalty: 1038.399292
	Iteration 202Q: 3 clusters Score -5617697 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -5617712.000000 Penalty: 1038.399292
	Iteration 203Q: 3 clusters Score -5617712 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5617731.000000 Penalty: 1038.399292
	Iteration 204Q: 3 clusters Score -5617731 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -5617745.500000 Penalty: 1038.399292
	Iteration 205Q: 3 clusters Score -5617746 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5617757.500000 Penalty: 1038.399292
	Iteration 206Q: 3 clusters Score -5617758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5617769 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -5617755.500000 Penalty: 1038.399292
	Iteration 208Q: 3 clusters Score -5617756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5617768.000000 Penalty: 1038.399292
	Iteration 209Q: 3 clusters Score -5617768 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5617765.000000 Penalty: 1038.399292
	Iteration 210Q: 3 clusters Score -5617765 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -5617782.000000 Penalty: 1038.399292
	Iteration 211Q: 3 clusters Score -5617782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -5617798.500000 Penalty: 1038.399292
	Iteration 212Q: 3 clusters Score -5617798 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5617798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5617810.500000 Penalty: 1038.399292
	Iteration 214Q: 3 clusters Score -5617810 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5617812.500000 Penalty: 1038.399292
	Iteration 215Q: 3 clusters Score -5617812 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5617798 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -5617803.000000 Penalty: 1038.399292
	Iteration 217Q: 3 clusters Score -5617803 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -5617811.500000 Penalty: 1038.399292
	Iteration 218Q: 3 clusters Score -5617812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -5617813.000000 Penalty: 1038.399292
	Iteration 219Q: 3 clusters Score -5617813 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5617820.500000 Penalty: 1038.399292
	Iteration 220F: 3 clusters Score -5617820 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5617827.500000 Penalty: 1038.399292
	Iteration 221Q: 3 clusters Score -5617828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5617823.500000 Penalty: 1038.399292
	Iteration 222Q: 3 clusters Score -5617824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -5617825.000000 Penalty: 1038.399292
	Iteration 223Q: 3 clusters Score -5617825 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5617810 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -5617824.000000 Penalty: 1038.399292
	Iteration 225Q: 3 clusters Score -5617824 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5617849.500000 Penalty: 1038.399292
	Iteration 226Q: 3 clusters Score -5617850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82722 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5617856.500000 Penalty: 1038.399292
	Iteration 227Q: 3 clusters Score -5617856 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5617850 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -5617842.500000 Penalty: 1038.399292
	Iteration 229Q: 3 clusters Score -5617842 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -5617836.000000 Penalty: 1038.399292
	Iteration 230Q: 3 clusters Score -5617836 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5617845.500000 Penalty: 1038.399292
	Iteration 231Q: 3 clusters Score -5617846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -5617831.000000 Penalty: 1038.399292
	Iteration 232Q: 3 clusters Score -5617831 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5617834.000000 Penalty: 1038.399292
	Iteration 233Q: 3 clusters Score -5617834 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -5617833.000000 Penalty: 1038.399292
	Iteration 234Q: 3 clusters Score -5617833 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5617822 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5617798 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5617793.500000 Penalty: 1038.399292
	Iteration 237Q: 3 clusters Score -5617794 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5617825.000000 Penalty: 1038.399292
	Iteration 238Q: 3 clusters Score -5617825 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5617810.500000 Penalty: 1038.399292
	Iteration 239Q: 3 clusters Score -5617810 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5617832.000000 Penalty: 1038.399292
	Iteration 240F: 3 clusters Score -5617832 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5617849.000000 Penalty: 1038.399292
	Iteration 241Q: 3 clusters Score -5617849 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5617843.000000 Penalty: 1038.399292
	Iteration 242Q: 3 clusters Score -5617843 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5617823.000000 Penalty: 1038.399292
	Iteration 243Q: 3 clusters Score -5617823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5617820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5617807.500000 Penalty: 1038.399292
	Iteration 245Q: 3 clusters Score -5617808 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5617810.500000 Penalty: 1038.399292
	Iteration 246Q: 3 clusters Score -5617810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5617814.500000 Penalty: 1038.399292
	Iteration 247Q: 3 clusters Score -5617814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5617824.000000 Penalty: 1038.399292
	Iteration 248Q: 3 clusters Score -5617824 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5617819.000000 Penalty: 1038.399292
	Iteration 249Q: 3 clusters Score -5617819 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5617834.000000 Penalty: 1038.399292
	Iteration 250Q: 3 clusters Score -5617834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5617824.500000 Penalty: 1038.399292
	Iteration 251Q: 3 clusters Score -5617824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5617829.500000 Penalty: 1038.399292
	Iteration 252Q: 3 clusters Score -5617830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5617849.000000 Penalty: 1038.399292
	Iteration 253Q: 3 clusters Score -5617849 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5617840.500000 Penalty: 1038.399292
	Iteration 254Q: 3 clusters Score -5617840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5617840.500000 Penalty: 1038.399292
	Iteration 255Q: 3 clusters Score -5617840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5617857.500000 Penalty: 1038.399292
	Iteration 256Q: 3 clusters Score -5617858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5617851.500000 Penalty: 1038.399292
	Iteration 257Q: 3 clusters Score -5617852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5617856.500000 Penalty: 1038.399292
	Iteration 258Q: 3 clusters Score -5617856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5617878.500000 Penalty: 1038.399292
	Iteration 259Q: 3 clusters Score -5617878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5617881.500000 Penalty: 1038.399292
	Iteration 260F: 3 clusters Score -5617882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5617872.500000 Penalty: 1038.399292
	Iteration 261Q: 3 clusters Score -5617872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5617870.500000 Penalty: 1038.399292
	Iteration 262Q: 3 clusters Score -5617870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5617882.500000 Penalty: 1038.399292
	Iteration 263Q: 3 clusters Score -5617882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5617868.500000 Penalty: 1038.399292
	Iteration 264Q: 3 clusters Score -5617868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5617869.000000 Penalty: 1038.399292
	Iteration 265Q: 3 clusters Score -5617869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5617872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5617875.500000 Penalty: 1038.399292
	Iteration 267Q: 3 clusters Score -5617876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5617870.500000 Penalty: 1038.399292
	Iteration 268Q: 3 clusters Score -5617870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5617867.000000 Penalty: 1038.399292
	Iteration 269Q: 3 clusters Score -5617867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5617873.000000 Penalty: 1038.399292
	Iteration 270Q: 3 clusters Score -5617873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5617878.000000 Penalty: 1038.399292
	Iteration 271Q: 3 clusters Score -5617878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5617891.000000 Penalty: 1038.399292
	Iteration 272Q: 3 clusters Score -5617891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5617890.500000 Penalty: 1038.399292
	Iteration 273Q: 3 clusters Score -5617890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5617895.500000 Penalty: 1038.399292
	Iteration 274Q: 3 clusters Score -5617896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5617895.000000 Penalty: 1038.399292
	Iteration 275Q: 3 clusters Score -5617895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5617904.000000 Penalty: 1038.399292
	Iteration 276Q: 3 clusters Score -5617904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5617902.500000 Penalty: 1038.399292
	Iteration 277Q: 3 clusters Score -5617902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5617902.000000 Penalty: 1038.399292
	Iteration 278Q: 3 clusters Score -5617902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5617911.500000 Penalty: 1038.399292
	Iteration 279Q: 3 clusters Score -5617912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5617906.000000 Penalty: 1038.399292
	Iteration 280F: 3 clusters Score -5617906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5617908.500000 Penalty: 1038.399292
	Iteration 281Q: 3 clusters Score -5617908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5617902.000000 Penalty: 1038.399292
	Iteration 282Q: 3 clusters Score -5617902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5617908.000000 Penalty: 1038.399292
	Iteration 283Q: 3 clusters Score -5617908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5617909.500000 Penalty: 1038.399292
	Iteration 284Q: 3 clusters Score -5617910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5617904.500000 Penalty: 1038.399292
	Iteration 285Q: 3 clusters Score -5617904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5617906.000000 Penalty: 1038.399292
	Iteration 286Q: 3 clusters Score -5617906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5617901.000000 Penalty: 1038.399292
	Iteration 287Q: 3 clusters Score -5617901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5617905.000000 Penalty: 1038.399292
	Iteration 288Q: 3 clusters Score -5617905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5617911.000000 Penalty: 1038.399292
	Iteration 289Q: 3 clusters Score -5617911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5617916.500000 Penalty: 1038.399292
	Iteration 290Q: 3 clusters Score -5617916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5617922.500000 Penalty: 1038.399292
	Iteration 291Q: 3 clusters Score -5617922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5617918.000000 Penalty: 1038.399292
	Iteration 292Q: 3 clusters Score -5617918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5617923.000000 Penalty: 1038.399292
	Iteration 293Q: 3 clusters Score -5617923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5617925.000000 Penalty: 1038.399292
	Iteration 294Q: 3 clusters Score -5617925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5617922.500000 Penalty: 1038.399292
	Iteration 295Q: 3 clusters Score -5617922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5617930.500000 Penalty: 1038.399292
	Iteration 296Q: 3 clusters Score -5617930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5617931.000000 Penalty: 1038.399292
	Iteration 297Q: 3 clusters Score -5617931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5617930.000000 Penalty: 1038.399292
	Iteration 298Q: 3 clusters Score -5617930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5617925.000000 Penalty: 1038.399292
	Iteration 299Q: 3 clusters Score -5617925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5617927.500000 Penalty: 1038.399292
	Iteration 300F: 3 clusters Score -5617928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5617926.000000 Penalty: 1038.399292
	Iteration 301Q: 3 clusters Score -5617926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5617923.000000 Penalty: 1038.399292
	Iteration 302Q: 3 clusters Score -5617923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5617923.500000 Penalty: 1038.399292
	Iteration 303Q: 3 clusters Score -5617924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5617922.000000 Penalty: 1038.399292
	Iteration 304Q: 3 clusters Score -5617922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5617923.500000 Penalty: 1038.399292
	Iteration 305Q: 3 clusters Score -5617924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5617920.000000 Penalty: 1038.399292
	Iteration 306Q: 3 clusters Score -5617920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5617925.000000 Penalty: 1038.399292
	Iteration 307Q: 3 clusters Score -5617925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5617924.000000 Penalty: 1038.399292
	Iteration 308Q: 3 clusters Score -5617924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5617918.000000 Penalty: 1038.399292
	Iteration 309Q: 3 clusters Score -5617918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5617915.000000 Penalty: 1038.399292
	Iteration 310Q: 3 clusters Score -5617915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5617920.000000 Penalty: 1038.399292
	Iteration 311Q: 3 clusters Score -5617920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5617921.000000 Penalty: 1038.399292
	Iteration 312Q: 3 clusters Score -5617921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5617919.500000 Penalty: 1038.399292
	Iteration 313Q: 3 clusters Score -5617920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5617921.000000 Penalty: 1038.399292
	Iteration 314Q: 3 clusters Score -5617921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5617920.500000 Penalty: 1038.399292
	Iteration 315Q: 3 clusters Score -5617920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5617913.500000 Penalty: 1038.399292
	Iteration 316Q: 3 clusters Score -5617914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5617912.000000 Penalty: 1038.399292
	Iteration 317Q: 3 clusters Score -5617912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5617914.000000 Penalty: 1038.399292
	Iteration 318Q: 3 clusters Score -5617914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5617914.000000 Penalty: 1038.399292
	Iteration 319Q: 3 clusters Score -5617914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5617914.000000 Penalty: 1038.399292
	Iteration 320F: 3 clusters Score -5617914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -349542.281250 Penalty: 392.980286
	Iteration 0F: 2 clusters Score -349542.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -345750.218750 Penalty: 785.960571
	Iteration 0F: 3 clusters Score -345750.2 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -347425.531250 Penalty: 785.960571
	Iteration 1F: 3 clusters Score -347425.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -347788.718750 Penalty: 785.960571
	Iteration 2F: 3 clusters Score -347788.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -348243.406250 Penalty: 785.960571
	Iteration 3F: 3 clusters Score -348243.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -348682.031250 Penalty: 785.960571
	Iteration 4F: 3 clusters Score -348682 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -349016.531250 Penalty: 785.960571
	Iteration 5F: 3 clusters Score -349016.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -349151.812500 Penalty: 785.960571
	Iteration 6Q: 3 clusters Score -349151.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -349239.875000 Penalty: 785.960571
	Iteration 7Q: 3 clusters Score -349239.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -349317.062500 Penalty: 785.960571
	Iteration 8Q: 3 clusters Score -349317.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -349388.750000 Penalty: 785.960571
	Iteration 9Q: 3 clusters Score -349388.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -349445.781250 Penalty: 785.960571
	Iteration 10Q: 3 clusters Score -349445.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -349472.343750 Penalty: 785.960571
	Iteration 11Q: 3 clusters Score -349472.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -349483.656250 Penalty: 785.960571
	Iteration 12Q: 3 clusters Score -349483.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -349489.781250 Penalty: 785.960571
	Iteration 13Q: 3 clusters Score -349489.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -349494.000000 Penalty: 785.960571
	Iteration 14Q: 3 clusters Score -349494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -349500.062500 Penalty: 785.960571
	Iteration 15Q: 3 clusters Score -349500.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -349505.562500 Penalty: 785.960571
	Iteration 16Q: 3 clusters Score -349505.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -349508.093750 Penalty: 785.960571
	Iteration 17Q: 3 clusters Score -349508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -349509.500000 Penalty: 785.960571
	Iteration 18Q: 3 clusters Score -349509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349510.156250 Penalty: 785.960571
	Iteration 19Q: 3 clusters Score -349510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -349511.781250 Penalty: 785.960571
	Iteration 20F: 3 clusters Score -349511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -349512.281250 Penalty: 785.960571
	Iteration 21Q: 3 clusters Score -349512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -349512.968750 Penalty: 785.960571
	Iteration 22Q: 3 clusters Score -349513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349513.093750 Penalty: 785.960571
	Iteration 23Q: 3 clusters Score -349513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -349512.843750 Penalty: 785.960571
	Iteration 24Q: 3 clusters Score -349512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -349513.562500 Penalty: 785.960571
	Iteration 25Q: 3 clusters Score -349513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -349513.218750 Penalty: 785.960571
	Iteration 26Q: 3 clusters Score -349513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -349513.625000 Penalty: 785.960571
	Iteration 27Q: 3 clusters Score -349513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -349513.156250 Penalty: 785.960571
	Iteration 28Q: 3 clusters Score -349513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -349513.156250 Penalty: 785.960571
	Iteration 29F: 3 clusters Score -349513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Entering Unmasked Estep 
Score: -5079075.000000 Penalty: 514.928284
	Iteration 0F: 2 clusters Score -5079075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5023834.500000 Penalty: 1029.856567
	Iteration 0F: 3 clusters Score -5023834 nChanged 40167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5047443.000000 Penalty: 1029.856567
	Iteration 1F: 3 clusters Score -5047443 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5048267.000000 Penalty: 1029.856567
	Iteration 2Q: 3 clusters Score -5048267 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5049587.500000 Penalty: 1029.856567
	Iteration 3Q: 3 clusters Score -5049588 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5052075.500000 Penalty: 1029.856567
	Iteration 4Q: 3 clusters Score -5052076 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5056011.000000 Penalty: 1029.856567
	Iteration 5F: 3 clusters Score -5056011 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5061315.000000 Penalty: 1029.856567
	Iteration 6F: 3 clusters Score -5061315 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -5066468.000000 Penalty: 1029.856567
	Iteration 7F: 3 clusters Score -5066468 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -5069200.000000 Penalty: 1029.856567
	Iteration 8F: 3 clusters Score -5069200 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5069966.000000 Penalty: 1029.856567
	Iteration 9Q: 3 clusters Score -5069966 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -5070207.500000 Penalty: 1029.856567
	Iteration 10Q: 3 clusters Score -5070208 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -5070398.500000 Penalty: 1029.856567
	Iteration 11Q: 3 clusters Score -5070398 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5070534.500000 Penalty: 1029.856567
	Iteration 12Q: 3 clusters Score -5070534 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5070634.500000 Penalty: 1029.856567
	Iteration 13Q: 3 clusters Score -5070634 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5070748.500000 Penalty: 1029.856567
	Iteration 14Q: 3 clusters Score -5070748 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -5070823.500000 Penalty: 1029.856567
	Iteration 15Q: 3 clusters Score -5070824 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5070901.500000 Penalty: 1029.856567
	Iteration 16Q: 3 clusters Score -5070902 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5070951.000000 Penalty: 1029.856567
	Iteration 17Q: 3 clusters Score -5070951 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -5071049.500000 Penalty: 1029.856567
	Iteration 18Q: 3 clusters Score -5071050 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -5071145.500000 Penalty: 1029.856567
	Iteration 19Q: 3 clusters Score -5071146 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5071229.500000 Penalty: 1029.856567
	Iteration 20F: 3 clusters Score -5071230 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5071278.500000 Penalty: 1029.856567
	Iteration 21Q: 3 clusters Score -5071278 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5071308.500000 Penalty: 1029.856567
	Iteration 22Q: 3 clusters Score -5071308 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5071380.000000 Penalty: 1029.856567
	Iteration 23Q: 3 clusters Score -5071380 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5071437.500000 Penalty: 1029.856567
	Iteration 24Q: 3 clusters Score -5071438 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -5071476.000000 Penalty: 1029.856567
	Iteration 25Q: 3 clusters Score -5071476 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5071541.000000 Penalty: 1029.856567
	Iteration 26Q: 3 clusters Score -5071541 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5071713.000000 Penalty: 1029.856567
	Iteration 27Q: 3 clusters Score -5071713 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -5071813.000000 Penalty: 1029.856567
	Iteration 28Q: 3 clusters Score -5071813 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5071960.000000 Penalty: 1029.856567
	Iteration 29Q: 3 clusters Score -5071960 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -5072100.000000 Penalty: 1029.856567
	Iteration 30Q: 3 clusters Score -5072100 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -5072319.000000 Penalty: 1029.856567
	Iteration 31Q: 3 clusters Score -5072319 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -5072494.500000 Penalty: 1029.856567
	Iteration 32Q: 3 clusters Score -5072494 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5072664.000000 Penalty: 1029.856567
	Iteration 33Q: 3 clusters Score -5072664 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5072853.500000 Penalty: 1029.856567
	Iteration 34Q: 3 clusters Score -5072854 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -5073093.500000 Penalty: 1029.856567
	Iteration 35Q: 3 clusters Score -5073094 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5073300.500000 Penalty: 1029.856567
	Iteration 36Q: 3 clusters Score -5073300 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -5073548.000000 Penalty: 1029.856567
	Iteration 37Q: 3 clusters Score -5073548 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5073727.000000 Penalty: 1029.856567
	Iteration 38Q: 3 clusters Score -5073727 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5073888.500000 Penalty: 1029.856567
	Iteration 39Q: 3 clusters Score -5073888 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5074019.000000 Penalty: 1029.856567
	Iteration 40F: 3 clusters Score -5074019 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -5074114.000000 Penalty: 1029.856567
	Iteration 41Q: 3 clusters Score -5074114 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -5074165.500000 Penalty: 1029.856567
	Iteration 42Q: 3 clusters Score -5074166 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -5074171.000000 Penalty: 1029.856567
	Iteration 43Q: 3 clusters Score -5074171 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5074224.000000 Penalty: 1029.856567
	Iteration 44Q: 3 clusters Score -5074224 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -5074242.500000 Penalty: 1029.856567
	Iteration 45Q: 3 clusters Score -5074242 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5074275.500000 Penalty: 1029.856567
	Iteration 46Q: 3 clusters Score -5074276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5074290.500000 Penalty: 1029.856567
	Iteration 47Q: 3 clusters Score -5074290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -5074288.000000 Penalty: 1029.856567
	Iteration 48Q: 3 clusters Score -5074288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -5074294.000000 Penalty: 1029.856567
	Iteration 49Q: 3 clusters Score -5074294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -5074303.500000 Penalty: 1029.856567
	Iteration 50Q: 3 clusters Score -5074304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5074314.000000 Penalty: 1029.856567
	Iteration 51Q: 3 clusters Score -5074314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -5074312.500000 Penalty: 1029.856567
	Iteration 52Q: 3 clusters Score -5074312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5074325.500000 Penalty: 1029.856567
	Iteration 53Q: 3 clusters Score -5074326 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5074328.500000 Penalty: 1029.856567
	Iteration 54Q: 3 clusters Score -5074328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5074334.500000 Penalty: 1029.856567
	Iteration 55Q: 3 clusters Score -5074334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5074325.500000 Penalty: 1029.856567
	Iteration 56Q: 3 clusters Score -5074326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -5074322.500000 Penalty: 1029.856567
	Iteration 57Q: 3 clusters Score -5074322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5074314.000000 Penalty: 1029.856567
	Iteration 58Q: 3 clusters Score -5074314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -5074318.000000 Penalty: 1029.856567
	Iteration 59Q: 3 clusters Score -5074318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5074316.000000 Penalty: 1029.856567
	Iteration 60F: 3 clusters Score -5074316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5074318.000000 Penalty: 1029.856567
	Iteration 61Q: 3 clusters Score -5074318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5074312.000000 Penalty: 1029.856567
	Iteration 62Q: 3 clusters Score -5074312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5074313.000000 Penalty: 1029.856567
	Iteration 63Q: 3 clusters Score -5074313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5074329.000000 Penalty: 1029.856567
	Iteration 64Q: 3 clusters Score -5074329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5074333.000000 Penalty: 1029.856567
	Iteration 65Q: 3 clusters Score -5074333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5074333.000000 Penalty: 1029.856567
	Iteration 66Q: 3 clusters Score -5074333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5074328.500000 Penalty: 1029.856567
	Iteration 67Q: 3 clusters Score -5074328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5074330.000000 Penalty: 1029.856567
	Iteration 68Q: 3 clusters Score -5074330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5074329.000000 Penalty: 1029.856567
	Iteration 69Q: 3 clusters Score -5074329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5074329.000000 Penalty: 1029.856567
	Iteration 70F: 3 clusters Score -5074329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Entering Unmasked Estep 
Score: -4338430.000000 Penalty: 508.196442
	Iteration 0F: 2 clusters Score -4338430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4290380.000000 Penalty: 1016.392883
	Iteration 0F: 3 clusters Score -4290380 nChanged 34690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4311778.000000 Penalty: 1016.392883
	Iteration 1F: 3 clusters Score -4311778 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -4312991.000000 Penalty: 1016.392883
	Iteration 2Q: 3 clusters Score -4312991 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4314788.000000 Penalty: 1016.392883
	Iteration 3F: 3 clusters Score -4314788 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4317586.500000 Penalty: 1016.392883
	Iteration 4F: 3 clusters Score -4317586 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4321540.000000 Penalty: 1016.392883
	Iteration 5F: 3 clusters Score -4321540 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4325071.500000 Penalty: 1016.392883
	Iteration 6F: 3 clusters Score -4325072 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4326720.000000 Penalty: 1016.392883
	Iteration 7F: 3 clusters Score -4326720 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4327280.500000 Penalty: 1016.392883
	Iteration 8Q: 3 clusters Score -4327280 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -4327508.000000 Penalty: 1016.392883
	Iteration 9Q: 3 clusters Score -4327508 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4327638.000000 Penalty: 1016.392883
	Iteration 10Q: 3 clusters Score -4327638 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4327829.000000 Penalty: 1016.392883
	Iteration 11Q: 3 clusters Score -4327829 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4327976.000000 Penalty: 1016.392883
	Iteration 12Q: 3 clusters Score -4327976 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -4328114.500000 Penalty: 1016.392883
	Iteration 13Q: 3 clusters Score -4328114 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4328269.500000 Penalty: 1016.392883
	Iteration 14Q: 3 clusters Score -4328270 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -4328404.500000 Penalty: 1016.392883
	Iteration 15Q: 3 clusters Score -4328404 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -4328596.000000 Penalty: 1016.392883
	Iteration 16Q: 3 clusters Score -4328596 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -4328764.500000 Penalty: 1016.392883
	Iteration 17Q: 3 clusters Score -4328764 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -4328891.500000 Penalty: 1016.392883
	Iteration 18Q: 3 clusters Score -4328892 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -4329041.500000 Penalty: 1016.392883
	Iteration 19Q: 3 clusters Score -4329042 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -4329224.000000 Penalty: 1016.392883
	Iteration 20F: 3 clusters Score -4329224 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -4329413.000000 Penalty: 1016.392883
	Iteration 21Q: 3 clusters Score -4329413 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -4329596.500000 Penalty: 1016.392883
	Iteration 22Q: 3 clusters Score -4329596 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -4329757.500000 Penalty: 1016.392883
	Iteration 23Q: 3 clusters Score -4329758 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -4329957.500000 Penalty: 1016.392883
	Iteration 24Q: 3 clusters Score -4329958 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -4330157.500000 Penalty: 1016.392883
	Iteration 25Q: 3 clusters Score -4330158 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -4330365.500000 Penalty: 1016.392883
	Iteration 26Q: 3 clusters Score -4330366 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -4330577.500000 Penalty: 1016.392883
	Iteration 27Q: 3 clusters Score -4330578 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -4330803.000000 Penalty: 1016.392883
	Iteration 28Q: 3 clusters Score -4330803 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -4331020.500000 Penalty: 1016.392883
	Iteration 29Q: 3 clusters Score -4331020 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -4331244.500000 Penalty: 1016.392883
	Iteration 30Q: 3 clusters Score -4331244 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -4331467.000000 Penalty: 1016.392883
	Iteration 31Q: 3 clusters Score -4331467 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -4331704.500000 Penalty: 1016.392883
	Iteration 32Q: 3 clusters Score -4331704 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -4331934.000000 Penalty: 1016.392883
	Iteration 33Q: 3 clusters Score -4331934 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -4332183.500000 Penalty: 1016.392883
	Iteration 34Q: 3 clusters Score -4332184 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -4332430.000000 Penalty: 1016.392883
	Iteration 35Q: 3 clusters Score -4332430 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -4332754.000000 Penalty: 1016.392883
	Iteration 36Q: 3 clusters Score -4332754 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -4333105.000000 Penalty: 1016.392883
	Iteration 37Q: 3 clusters Score -4333105 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -4333509.500000 Penalty: 1016.392883
	Iteration 38Q: 3 clusters Score -4333510 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -4333931.500000 Penalty: 1016.392883
	Iteration 39Q: 3 clusters Score -4333932 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -4334382.500000 Penalty: 1016.392883
	Iteration 40F: 3 clusters Score -4334382 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -4334825.500000 Penalty: 1016.392883
	Iteration 41Q: 3 clusters Score -4334826 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -4335260.000000 Penalty: 1016.392883
	Iteration 42Q: 3 clusters Score -4335260 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -4335664.500000 Penalty: 1016.392883
	Iteration 43Q: 3 clusters Score -4335664 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -4336012.000000 Penalty: 1016.392883
	Iteration 44Q: 3 clusters Score -4336012 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -4336334.000000 Penalty: 1016.392883
	Iteration 45Q: 3 clusters Score -4336334 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -4336641.000000 Penalty: 1016.392883
	Iteration 46Q: 3 clusters Score -4336641 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -4336893.500000 Penalty: 1016.392883
	Iteration 47Q: 3 clusters Score -4336894 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -4337072.500000 Penalty: 1016.392883
	Iteration 48Q: 3 clusters Score -4337072 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -4337261.000000 Penalty: 1016.392883
	Iteration 49Q: 3 clusters Score -4337261 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -4337444.500000 Penalty: 1016.392883
	Iteration 50Q: 3 clusters Score -4337444 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -4337568.500000 Penalty: 1016.392883
	Iteration 51Q: 3 clusters Score -4337568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -4337687.500000 Penalty: 1016.392883
	Iteration 52Q: 3 clusters Score -4337688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -4337769.500000 Penalty: 1016.392883
	Iteration 53Q: 3 clusters Score -4337770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -4337841.500000 Penalty: 1016.392883
	Iteration 54Q: 3 clusters Score -4337842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -4337884.500000 Penalty: 1016.392883
	Iteration 55Q: 3 clusters Score -4337884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -4337918.500000 Penalty: 1016.392883
	Iteration 56Q: 3 clusters Score -4337918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -4337942.500000 Penalty: 1016.392883
	Iteration 57Q: 3 clusters Score -4337942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -4337961.000000 Penalty: 1016.392883
	Iteration 58Q: 3 clusters Score -4337961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -4337977.500000 Penalty: 1016.392883
	Iteration 59Q: 3 clusters Score -4337978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -4337985.500000 Penalty: 1016.392883
	Iteration 60F: 3 clusters Score -4337986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -4337990.500000 Penalty: 1016.392883
	Iteration 61Q: 3 clusters Score -4337990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -4337999.000000 Penalty: 1016.392883
	Iteration 62Q: 3 clusters Score -4337999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -4338003.500000 Penalty: 1016.392883
	Iteration 63Q: 3 clusters Score -4338004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -4338004.500000 Penalty: 1016.392883
	Iteration 64Q: 3 clusters Score -4338004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -4338006.000000 Penalty: 1016.392883
	Iteration 65Q: 3 clusters Score -4338006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -4338007.500000 Penalty: 1016.392883
	Iteration 66Q: 3 clusters Score -4338008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -4338007.000000 Penalty: 1016.392883
	Iteration 67Q: 3 clusters Score -4338007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -4338008.000000 Penalty: 1016.392883
	Iteration 68Q: 3 clusters Score -4338008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -4338007.500000 Penalty: 1016.392883
	Iteration 69Q: 3 clusters Score -4338008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
Score: -4338011.000000 Penalty: 1016.392883
	Iteration 70Q: 3 clusters Score -4338011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -4338008.500000 Penalty: 1016.392883
	Iteration 71Q: 3 clusters Score -4338008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -4338012.500000 Penalty: 1016.392883
	Iteration 72Q: 3 clusters Score -4338012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -4338015.000000 Penalty: 1016.392883
	Iteration 73Q: 3 clusters Score -4338015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -4338015.000000 Penalty: 1016.392883
	Iteration 74Q: 3 clusters Score -4338015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -4338014.500000 Penalty: 1016.392883
	Iteration 75Q: 3 clusters Score -4338014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -4338014.000000 Penalty: 1016.392883
	Iteration 76Q: 3 clusters Score -4338014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -4338014.500000 Penalty: 1016.392883
	Iteration 77Q: 3 clusters Score -4338014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -4338014.500000 Penalty: 1016.392883
	Iteration 78F: 3 clusters Score -4338014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7898.053711 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7898.054 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 58 members 
Entering Unmasked Estep 
Score: -7688.251465 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7688.251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7728.266602 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7728.267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7741.218750 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -7741.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7742.619141 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7742.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7742.619141 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -7742.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 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 331 members 
Entering Unmasked Estep 
Score: -40471.656250 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40471.66 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40634.976562 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40634.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40691.113281 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40691.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40711.433594 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40711.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40727.367188 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40727.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40744.132812 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40744.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40757.050781 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40757.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40763.863281 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40763.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40770.656250 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40770.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40779.886719 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40779.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40784.558594 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40784.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40788.589844 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40788.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40791.250000 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40791.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40794.664062 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40794.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40796.082031 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40796.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40797.941406 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40797.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40798.074219 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -40798.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40798.074219 Penalty: 585.543701
	Iteration 17F: 3 clusters Score -40798.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Entering Unmasked Estep 
Score: -311430.062500 Penalty: 388.974274
	Iteration 0F: 2 clusters Score -311430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -307901.250000 Penalty: 777.948547
	Iteration 0F: 3 clusters Score -307901.2 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -309372.625000 Penalty: 777.948547
	Iteration 1F: 3 clusters Score -309372.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -309695.937500 Penalty: 777.948547
	Iteration 2F: 3 clusters Score -309695.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -310083.687500 Penalty: 777.948547
	Iteration 3F: 3 clusters Score -310083.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -310486.468750 Penalty: 777.948547
	Iteration 4F: 3 clusters Score -310486.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -310835.187500 Penalty: 777.948547
	Iteration 5F: 3 clusters Score -310835.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -311021.406250 Penalty: 777.948547
	Iteration 6Q: 3 clusters Score -311021.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -311091.031250 Penalty: 777.948547
	Iteration 7Q: 3 clusters Score -311091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -311128.031250 Penalty: 777.948547
	Iteration 8Q: 3 clusters Score -311128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -311142.937500 Penalty: 777.948547
	Iteration 9Q: 3 clusters Score -311142.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -311157.500000 Penalty: 777.948547
	Iteration 10Q: 3 clusters Score -311157.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -311169.531250 Penalty: 777.948547
	Iteration 11Q: 3 clusters Score -311169.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -311178.968750 Penalty: 777.948547
	Iteration 12Q: 3 clusters Score -311179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -311188.843750 Penalty: 777.948547
	Iteration 13Q: 3 clusters Score -311188.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -311195.718750 Penalty: 777.948547
	Iteration 14Q: 3 clusters Score -311195.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -311200.781250 Penalty: 777.948547
	Iteration 15Q: 3 clusters Score -311200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -311204.718750 Penalty: 777.948547
	Iteration 16Q: 3 clusters Score -311204.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -311207.250000 Penalty: 777.948547
	Iteration 17Q: 3 clusters Score -311207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -311208.375000 Penalty: 777.948547
	Iteration 18Q: 3 clusters Score -311208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -311209.312500 Penalty: 777.948547
	Iteration 19Q: 3 clusters Score -311209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -311210.437500 Penalty: 777.948547
	Iteration 20F: 3 clusters Score -311210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -311211.937500 Penalty: 777.948547
	Iteration 21Q: 3 clusters Score -311211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -311212.750000 Penalty: 777.948547
	Iteration 22Q: 3 clusters Score -311212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -311213.906250 Penalty: 777.948547
	Iteration 23Q: 3 clusters Score -311213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -311215.500000 Penalty: 777.948547
	Iteration 24Q: 3 clusters Score -311215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -311217.093750 Penalty: 777.948547
	Iteration 25Q: 3 clusters Score -311217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -311218.437500 Penalty: 777.948547
	Iteration 26Q: 3 clusters Score -311218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -311219.031250 Penalty: 777.948547
	Iteration 27Q: 3 clusters Score -311219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -311220.343750 Penalty: 777.948547
	Iteration 28Q: 3 clusters Score -311220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -311221.062500 Penalty: 777.948547
	Iteration 29Q: 3 clusters Score -311221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -311221.250000 Penalty: 777.948547
	Iteration 30Q: 3 clusters Score -311221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -311221.625000 Penalty: 777.948547
	Iteration 31Q: 3 clusters Score -311221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -311221.843750 Penalty: 777.948547
	Iteration 32Q: 3 clusters Score -311221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -311221.687500 Penalty: 777.948547
	Iteration 33Q: 3 clusters Score -311221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -311221.937500 Penalty: 777.948547
	Iteration 34Q: 3 clusters Score -311221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -311222.968750 Penalty: 777.948547
	Iteration 35Q: 3 clusters Score -311223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -311222.812500 Penalty: 777.948547
	Iteration 36Q: 3 clusters Score -311222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -311223.343750 Penalty: 777.948547
	Iteration 37Q: 3 clusters Score -311223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -311223.843750 Penalty: 777.948547
	Iteration 38Q: 3 clusters Score -311223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -311224.093750 Penalty: 777.948547
	Iteration 39Q: 3 clusters Score -311224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -311224.437500 Penalty: 777.948547
	Iteration 40F: 3 clusters Score -311224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -311225.437500 Penalty: 777.948547
	Iteration 41Q: 3 clusters Score -311225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -311225.656250 Penalty: 777.948547
	Iteration 42Q: 3 clusters Score -311225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -311226.343750 Penalty: 777.948547
	Iteration 43Q: 3 clusters Score -311226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -311227.093750 Penalty: 777.948547
	Iteration 44Q: 3 clusters Score -311227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -311227.062500 Penalty: 777.948547
	Iteration 45Q: 3 clusters Score -311227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -311228.218750 Penalty: 777.948547
	Iteration 46Q: 3 clusters Score -311228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -311228.312500 Penalty: 777.948547
	Iteration 47Q: 3 clusters Score -311228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -311228.968750 Penalty: 777.948547
	Iteration 48Q: 3 clusters Score -311229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -311229.812500 Penalty: 777.948547
	Iteration 49Q: 3 clusters Score -311229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -311230.750000 Penalty: 777.948547
	Iteration 50Q: 3 clusters Score -311230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -311231.593750 Penalty: 777.948547
	Iteration 51Q: 3 clusters Score -311231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -311231.656250 Penalty: 777.948547
	Iteration 52Q: 3 clusters Score -311231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -311231.656250 Penalty: 777.948547
	Iteration 53F: 3 clusters Score -311231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Entering Unmasked Estep 
Score: -5625636.500000 Penalty: 519.288269
	Iteration 0F: 2 clusters Score -5625636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -5565638.000000 Penalty: 1038.576538
	Iteration 0F: 3 clusters Score -5565638 nChanged 44357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5591954.500000 Penalty: 1038.576538
	Iteration 1F: 3 clusters Score -5591954 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -5592946.500000 Penalty: 1038.576538
	Iteration 2Q: 3 clusters Score -5592946 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -5594541.000000 Penalty: 1038.576538
	Iteration 3Q: 3 clusters Score -5594541 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -5597355.000000 Penalty: 1038.576538
	Iteration 4F: 3 clusters Score -5597355 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -5601954.500000 Penalty: 1038.576538
	Iteration 5F: 3 clusters Score -5601954 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -5609050.500000 Penalty: 1038.576538
	Iteration 6F: 3 clusters Score -5609050 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -5616913.500000 Penalty: 1038.576538
	Iteration 7F: 3 clusters Score -5616914 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -5621919.500000 Penalty: 1038.576538
	Iteration 8F: 3 clusters Score -5621920 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -5624247.500000 Penalty: 1038.576538
	Iteration 9Q: 3 clusters Score -5624248 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -5624959.000000 Penalty: 1038.576538
	Iteration 10Q: 3 clusters Score -5624959 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -5625150.000000 Penalty: 1038.576538
	Iteration 11Q: 3 clusters Score -5625150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -5625221.500000 Penalty: 1038.576538
	Iteration 12Q: 3 clusters Score -5625222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -5625253.500000 Penalty: 1038.576538
	Iteration 13Q: 3 clusters Score -5625254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -5625276.000000 Penalty: 1038.576538
	Iteration 14Q: 3 clusters Score -5625276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -5625290.000000 Penalty: 1038.576538
	Iteration 15Q: 3 clusters Score -5625290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -5625293.500000 Penalty: 1038.576538
	Iteration 16Q: 3 clusters Score -5625294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -5625299.500000 Penalty: 1038.576538
	Iteration 17Q: 3 clusters Score -5625300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -5625299.500000 Penalty: 1038.576538
	Iteration 18Q: 3 clusters Score -5625300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -5625300.000000 Penalty: 1038.576538
	Iteration 19Q: 3 clusters Score -5625300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -5625302.500000 Penalty: 1038.576538
	Iteration 20F: 3 clusters Score -5625302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -5625298.500000 Penalty: 1038.576538
	Iteration 21Q: 3 clusters Score -5625298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -5625298.000000 Penalty: 1038.576538
	Iteration 22Q: 3 clusters Score -5625298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -5625298.000000 Penalty: 1038.576538
	Iteration 23F: 3 clusters Score -5625298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14404.625977 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14404.63 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 120 members 
Entering Unmasked Estep 
Score: -14115.526367 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -14115.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14194.137695 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14194.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14224.881836 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14224.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14263.410156 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -14263.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14289.573242 Penalty: 503.178040
	Iteration 4F: 3 clusters Score -14289.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14307.856445 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -14307.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14316.973633 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -14316.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14322.836914 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -14322.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14328.113281 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -14328.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14336.461914 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -14336.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14347.903320 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -14347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14359.068359 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -14359.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14365.378906 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -14365.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14368.086914 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -14368.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14371.516602 Penalty: 503.178040
	Iteration 14Q: 3 clusters Score -14371.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14371.516602 Penalty: 503.178040
	Iteration 15F: 3 clusters Score -14371.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Entering Unmasked Estep 
Score: -1278344.625000 Penalty: 452.140991
	Iteration 0F: 2 clusters Score -1278345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1264617.750000 Penalty: 904.281982
	Iteration 0F: 3 clusters Score -1264618 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1271205.125000 Penalty: 904.281982
	Iteration 1F: 3 clusters Score -1271205 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1272323.125000 Penalty: 904.281982
	Iteration 2F: 3 clusters Score -1272323 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1273695.500000 Penalty: 904.281982
	Iteration 3F: 3 clusters Score -1273696 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1274947.500000 Penalty: 904.281982
	Iteration 4F: 3 clusters Score -1274948 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1275744.375000 Penalty: 904.281982
	Iteration 5F: 3 clusters Score -1275744 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1276085.625000 Penalty: 904.281982
	Iteration 6Q: 3 clusters Score -1276086 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1276253.875000 Penalty: 904.281982
	Iteration 7Q: 3 clusters Score -1276254 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1276374.750000 Penalty: 904.281982
	Iteration 8Q: 3 clusters Score -1276375 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1276451.750000 Penalty: 904.281982
	Iteration 9Q: 3 clusters Score -1276452 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1276520.375000 Penalty: 904.281982
	Iteration 10Q: 3 clusters Score -1276520 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1276581.000000 Penalty: 904.281982
	Iteration 11Q: 3 clusters Score -1276581 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1276631.500000 Penalty: 904.281982
	Iteration 12Q: 3 clusters Score -1276632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1276667.375000 Penalty: 904.281982
	Iteration 13Q: 3 clusters Score -1276667 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1276709.750000 Penalty: 904.281982
	Iteration 14Q: 3 clusters Score -1276710 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1276740.750000 Penalty: 904.281982
	Iteration 15Q: 3 clusters Score -1276741 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1276770.875000 Penalty: 904.281982
	Iteration 16Q: 3 clusters Score -1276771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1276798.750000 Penalty: 904.281982
	Iteration 17Q: 3 clusters Score -1276799 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1276828.000000 Penalty: 904.281982
	Iteration 18Q: 3 clusters Score -1276828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1276862.375000 Penalty: 904.281982
	Iteration 19Q: 3 clusters Score -1276862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1276895.750000 Penalty: 904.281982
	Iteration 20F: 3 clusters Score -1276896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1276925.250000 Penalty: 904.281982
	Iteration 21Q: 3 clusters Score -1276925 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1276955.125000 Penalty: 904.281982
	Iteration 22Q: 3 clusters Score -1276955 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1276991.500000 Penalty: 904.281982
	Iteration 23Q: 3 clusters Score -1276992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1277036.750000 Penalty: 904.281982
	Iteration 24Q: 3 clusters Score -1277037 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1277072.250000 Penalty: 904.281982
	Iteration 25Q: 3 clusters Score -1277072 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1277116.250000 Penalty: 904.281982
	Iteration 26Q: 3 clusters Score -1277116 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1277164.250000 Penalty: 904.281982
	Iteration 27Q: 3 clusters Score -1277164 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1277208.000000 Penalty: 904.281982
	Iteration 28Q: 3 clusters Score -1277208 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1277264.750000 Penalty: 904.281982
	Iteration 29Q: 3 clusters Score -1277265 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1277316.125000 Penalty: 904.281982
	Iteration 30Q: 3 clusters Score -1277316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1277361.125000 Penalty: 904.281982
	Iteration 31Q: 3 clusters Score -1277361 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1277395.875000 Penalty: 904.281982
	Iteration 32Q: 3 clusters Score -1277396 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1277426.125000 Penalty: 904.281982
	Iteration 33Q: 3 clusters Score -1277426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1277460.000000 Penalty: 904.281982
	Iteration 34Q: 3 clusters Score -1277460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1277492.375000 Penalty: 904.281982
	Iteration 35Q: 3 clusters Score -1277492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1277526.625000 Penalty: 904.281982
	Iteration 36Q: 3 clusters Score -1277527 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1277570.375000 Penalty: 904.281982
	Iteration 37Q: 3 clusters Score -1277570 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1277606.250000 Penalty: 904.281982
	Iteration 38Q: 3 clusters Score -1277606 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1277650.500000 Penalty: 904.281982
	Iteration 39Q: 3 clusters Score -1277650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1277691.500000 Penalty: 904.281982
	Iteration 40F: 3 clusters Score -1277692 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1277736.375000 Penalty: 904.281982
	Iteration 41Q: 3 clusters Score -1277736 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1277781.375000 Penalty: 904.281982
	Iteration 42Q: 3 clusters Score -1277781 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1277817.750000 Penalty: 904.281982
	Iteration 43Q: 3 clusters Score -1277818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1277853.750000 Penalty: 904.281982
	Iteration 44Q: 3 clusters Score -1277854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1277879.625000 Penalty: 904.281982
	Iteration 45Q: 3 clusters Score -1277880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1277904.625000 Penalty: 904.281982
	Iteration 46Q: 3 clusters Score -1277905 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1277936.250000 Penalty: 904.281982
	Iteration 47Q: 3 clusters Score -1277936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1277959.625000 Penalty: 904.281982
	Iteration 48Q: 3 clusters Score -1277960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1277976.500000 Penalty: 904.281982
	Iteration 49Q: 3 clusters Score -1277976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1277992.625000 Penalty: 904.281982
	Iteration 50Q: 3 clusters Score -1277993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1278002.375000 Penalty: 904.281982
	Iteration 51Q: 3 clusters Score -1278002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1278008.125000 Penalty: 904.281982
	Iteration 52Q: 3 clusters Score -1278008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1278008.500000 Penalty: 904.281982
	Iteration 53Q: 3 clusters Score -1278008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1278009.250000 Penalty: 904.281982
	Iteration 54Q: 3 clusters Score -1278009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1278012.625000 Penalty: 904.281982
	Iteration 55Q: 3 clusters Score -1278013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1278016.375000 Penalty: 904.281982
	Iteration 56Q: 3 clusters Score -1278016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1278021.750000 Penalty: 904.281982
	Iteration 57Q: 3 clusters Score -1278022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1278038.125000 Penalty: 904.281982
	Iteration 58Q: 3 clusters Score -1278038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1278049.125000 Penalty: 904.281982
	Iteration 59Q: 3 clusters Score -1278049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1278060.250000 Penalty: 904.281982
	Iteration 60F: 3 clusters Score -1278060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1278069.125000 Penalty: 904.281982
	Iteration 61Q: 3 clusters Score -1278069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1278074.000000 Penalty: 904.281982
	Iteration 62Q: 3 clusters Score -1278074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1278074.750000 Penalty: 904.281982
	Iteration 63Q: 3 clusters Score -1278075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1278082.250000 Penalty: 904.281982
	Iteration 64Q: 3 clusters Score -1278082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1278088.375000 Penalty: 904.281982
	Iteration 65Q: 3 clusters Score -1278088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1278088.875000 Penalty: 904.281982
	Iteration 66Q: 3 clusters Score -1278089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1278088.125000 Penalty: 904.281982
	Iteration 67Q: 3 clusters Score -1278088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1278090.500000 Penalty: 904.281982
	Iteration 68Q: 3 clusters Score -1278090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1278096.375000 Penalty: 904.281982
	Iteration 69Q: 3 clusters Score -1278096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1278097.375000 Penalty: 904.281982
	Iteration 70Q: 3 clusters Score -1278097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1278100.500000 Penalty: 904.281982
	Iteration 71Q: 3 clusters Score -1278100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1278103.750000 Penalty: 904.281982
	Iteration 72Q: 3 clusters Score -1278104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1278105.625000 Penalty: 904.281982
	Iteration 73Q: 3 clusters Score -1278106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1278108.625000 Penalty: 904.281982
	Iteration 74Q: 3 clusters Score -1278109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1278110.250000 Penalty: 904.281982
	Iteration 75Q: 3 clusters Score -1278110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1278110.875000 Penalty: 904.281982
	Iteration 76Q: 3 clusters Score -1278111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1278111.500000 Penalty: 904.281982
	Iteration 77Q: 3 clusters Score -1278112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1278115.250000 Penalty: 904.281982
	Iteration 78Q: 3 clusters Score -1278115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1278118.250000 Penalty: 904.281982
	Iteration 79Q: 3 clusters Score -1278118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1278117.250000 Penalty: 904.281982
	Iteration 80F: 3 clusters Score -1278117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1278118.875000 Penalty: 904.281982
	Iteration 81Q: 3 clusters Score -1278119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1278119.875000 Penalty: 904.281982
	Iteration 82Q: 3 clusters Score -1278120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1278120.125000 Penalty: 904.281982
	Iteration 83Q: 3 clusters Score -1278120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1278120.125000 Penalty: 904.281982
	Iteration 84F: 3 clusters Score -1278120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20262.322266 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20262.32 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 156 members 
Entering Unmasked Estep 
Score: -19886.712891 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19886.71 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19988.013672 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19988.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20016.001953 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -20016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20043.291016 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -20043.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20063.357422 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -20063.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20073.021484 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -20073.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20086.910156 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -20086.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20095.187500 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -20095.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20098.763672 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -20098.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20102.255859 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -20102.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20104.429688 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -20104.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20109.216797 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -20109.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20112.824219 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -20112.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20115.029297 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -20115.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20117.263672 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -20117.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20122.492188 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -20122.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20125.572266 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -20125.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20125.572266 Penalty: 522.904541
	Iteration 17F: 3 clusters Score -20125.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -72064.82 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 590 members 
Entering Unmasked Estep 
Score: -71180.195312 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -71180.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71517.304688 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -71517.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71657.593750 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -71657.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71760.554688 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -71760.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -71824.757812 Penalty: 641.324097
	Iteration 4F: 3 clusters Score -71824.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71891.992188 Penalty: 641.324097
	Iteration 5F: 3 clusters Score -71891.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71936.632812 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -71936.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71974.773438 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -71974.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72001.281250 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -72001.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72018.984375 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -72018.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72030.257812 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -72030.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72039.617188 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -72039.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72041.656250 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -72041.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72043.242188 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -72043.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72045.765625 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -72045.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72049.765625 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -72049.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72051.031250 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -72051.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72051.562500 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -72051.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72052.179688 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -72052.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72052.937500 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -72052.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72052.937500 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -72052.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 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 124 members 
Entering Unmasked Estep 
Score: -13658.701172 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13658.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13762.862305 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13762.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13784.851562 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13784.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13796.305664 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13796.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13808.510742 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13808.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13817.453125 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13817.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13819.972656 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13819.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13823.732422 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13823.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13826.274414 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13826.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13829.541016 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13829.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13833.042969 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13833.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13834.027344 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13834.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13834.361328 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -13834.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13834.361328 Penalty: 496.434235
	Iteration 13F: 3 clusters Score -13834.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -59937.312500 Penalty: 312.823059
	Iteration 0F: 2 clusters Score -59937.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59156.171875 Penalty: 625.646118
	Iteration 0F: 3 clusters Score -59156.17 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59509.988281 Penalty: 625.646118
	Iteration 1F: 3 clusters Score -59509.99 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59653.558594 Penalty: 625.646118
	Iteration 2F: 3 clusters Score -59653.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59741.699219 Penalty: 625.646118
	Iteration 3F: 3 clusters Score -59741.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59803.949219 Penalty: 625.646118
	Iteration 4F: 3 clusters Score -59803.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59846.765625 Penalty: 625.646118
	Iteration 5Q: 3 clusters Score -59846.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59887.382812 Penalty: 625.646118
	Iteration 6Q: 3 clusters Score -59887.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59902.542969 Penalty: 625.646118
	Iteration 7Q: 3 clusters Score -59902.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59909.355469 Penalty: 625.646118
	Iteration 8Q: 3 clusters Score -59909.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59915.859375 Penalty: 625.646118
	Iteration 9Q: 3 clusters Score -59915.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59918.832031 Penalty: 625.646118
	Iteration 10Q: 3 clusters Score -59918.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59921.433594 Penalty: 625.646118
	Iteration 11Q: 3 clusters Score -59921.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59926.488281 Penalty: 625.646118
	Iteration 12Q: 3 clusters Score -59926.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59932.449219 Penalty: 625.646118
	Iteration 13Q: 3 clusters Score -59932.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59936.144531 Penalty: 625.646118
	Iteration 14Q: 3 clusters Score -59936.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59937.753906 Penalty: 625.646118
	Iteration 15Q: 3 clusters Score -59937.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59938.273438 Penalty: 625.646118
	Iteration 16Q: 3 clusters Score -59938.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59938.273438 Penalty: 625.646118
	Iteration 17F: 3 clusters Score -59938.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 230 members 
Entering Unmasked Estep 
Score: -53287760.000000 Penalty: 43660.085938
Splitting cluster 26 changes total score from -53288052.000000 to -53287760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -13457.341797 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -13457.34 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 187 members 
Entering Unmasked Estep 
Score: -13094.868164 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -13094.87 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13267.466797 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -13267.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13329.823242 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -13329.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13364.648438 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -13364.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13383.066406 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -13383.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13400.153320 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -13400.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13405.910156 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -13405.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13406.794922 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -13406.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13407.774414 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -13407.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13407.774414 Penalty: 542.216614
	Iteration 9F: 3 clusters Score -13407.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4775.867676 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4775.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4570.553223 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4570.553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4613.549316 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4613.549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4617.378906 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4617.379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4618.281250 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4618.281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4618.281250 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -4618.281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -22626.941406 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -22626.94 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 181 members 
Entering Unmasked Estep 
Score: -22204.669922 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -22204.67 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22306.164062 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -22306.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22334.177734 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -22334.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22347.082031 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -22347.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22356.251953 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -22356.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22368.564453 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -22368.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22378.947266 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -22378.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22389.853516 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -22389.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22398.513672 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -22398.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22401.029297 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -22401.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22402.255859 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -22402.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22405.273438 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -22405.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22406.093750 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -22406.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22410.892578 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -22410.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22412.207031 Penalty: 538.863647
	Iteration 14Q: 3 clusters Score -22412.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22414.740234 Penalty: 538.863647
	Iteration 15Q: 3 clusters Score -22414.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22419.505859 Penalty: 538.863647
	Iteration 16Q: 3 clusters Score -22419.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22429.884766 Penalty: 538.863647
	Iteration 17Q: 3 clusters Score -22429.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22437.386719 Penalty: 538.863647
	Iteration 18Q: 3 clusters Score -22437.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22440.814453 Penalty: 538.863647
	Iteration 19Q: 3 clusters Score -22440.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22442.779297 Penalty: 538.863647
	Iteration 20F: 3 clusters Score -22442.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22443.914062 Penalty: 538.863647
	Iteration 21Q: 3 clusters Score -22443.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22444.400391 Penalty: 538.863647
	Iteration 22Q: 3 clusters Score -22444.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22444.400391 Penalty: 538.863647
	Iteration 23F: 3 clusters Score -22444.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22892.410156 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22892.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22509.244141 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22509.24 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22672.105469 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22672.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22746.830078 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22746.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22810.712891 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22810.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22856.970703 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22856.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22877.474609 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22877.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22881.486328 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22881.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22887.019531 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22887.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22890.703125 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22891.630859 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22891.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22892.384766 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22892.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22893.134766 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22893.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22893.621094 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -22893.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22893.621094 Penalty: 538.374390
	Iteration 13F: 3 clusters Score -22893.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 154 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 217 members 
Entering Unmasked Estep 
Score: -53287728.000000 Penalty: 43660.085938
Splitting cluster 30 changes total score from -53288052.000000 to -53287728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -23844.537109 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -23844.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23431.488281 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -23431.49 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23566.050781 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -23566.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23617.439453 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -23617.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23654.937500 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -23654.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23676.964844 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -23676.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23699.568359 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -23699.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23720.634766 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -23720.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23736.148438 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -23736.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23754.316406 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -23754.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23773.421875 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -23773.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23785.414062 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -23785.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23801.716797 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -23801.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23808.291016 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -23808.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23810.316406 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -23810.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23810.937500 Penalty: 540.555603
	Iteration 14F: 3 clusters Score -23810.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23815.798828 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -23815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23816.220703 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -23816.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23818.261719 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -23818.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23825.412109 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -23825.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23831.041016 Penalty: 540.555603
	Iteration 19Q: 3 clusters Score -23831.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23833.625000 Penalty: 540.555603
	Iteration 20F: 3 clusters Score -23833.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23834.115234 Penalty: 540.555603
	Iteration 21Q: 3 clusters Score -23834.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23834.115234 Penalty: 540.555603
	Iteration 22F: 3 clusters Score -23834.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5478.617676 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5478.618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5288.030273 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5288.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5319.225586 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5319.226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5335.103516 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5335.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5339.625977 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5339.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5347.112305 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5347.112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5359.494141 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5359.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5359.494141 Penalty: 414.402802
	Iteration 6F: 3 clusters Score -5359.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35259.292969 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35259.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34730.980469 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -34730.98 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34977.546875 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -34977.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35104.347656 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35104.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35197.968750 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35197.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35238.480469 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35238.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35244.882812 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35244.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35247.015625 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35247.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35251.570312 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35251.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35252.460938 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35252.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35252.660156 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35252.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35252.660156 Penalty: 578.878540
	Iteration 10F: 3 clusters Score -35252.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (41515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Entering Unmasked Estep 
Score: -2638405.750000 Penalty: 483.838348
	Iteration 0F: 2 clusters Score -2638406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2610674.250000 Penalty: 967.676697
	Iteration 0F: 3 clusters Score -2610674 nChanged 20008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2622642.500000 Penalty: 967.676697
	Iteration 1F: 3 clusters Score -2622642 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2623538.000000 Penalty: 967.676697
	Iteration 2Q: 3 clusters Score -2623538 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2624909.750000 Penalty: 967.676697
	Iteration 3F: 3 clusters Score -2624910 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -2626951.250000 Penalty: 967.676697
	Iteration 4F: 3 clusters Score -2626951 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -2629524.000000 Penalty: 967.676697
	Iteration 5F: 3 clusters Score -2629524 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -2631813.750000 Penalty: 967.676697
	Iteration 6F: 3 clusters Score -2631814 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -2633200.500000 Penalty: 967.676697
	Iteration 7Q: 3 clusters Score -2633200 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -2633937.250000 Penalty: 967.676697
	Iteration 8Q: 3 clusters Score -2633937 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -2634419.500000 Penalty: 967.676697
	Iteration 9Q: 3 clusters Score -2634420 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -2634885.750000 Penalty: 967.676697
	Iteration 10Q: 3 clusters Score -2634886 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -2635371.000000 Penalty: 967.676697
	Iteration 11Q: 3 clusters Score -2635371 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -2635801.250000 Penalty: 967.676697
	Iteration 12Q: 3 clusters Score -2635801 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -2636162.750000 Penalty: 967.676697
	Iteration 13Q: 3 clusters Score -2636163 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -2636469.250000 Penalty: 967.676697
	Iteration 14Q: 3 clusters Score -2636469 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -2636747.000000 Penalty: 967.676697
	Iteration 15Q: 3 clusters Score -2636747 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -2637016.750000 Penalty: 967.676697
	Iteration 16Q: 3 clusters Score -2637017 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -2637260.000000 Penalty: 967.676697
	Iteration 17Q: 3 clusters Score -2637260 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -2637453.750000 Penalty: 967.676697
	Iteration 18Q: 3 clusters Score -2637454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -2637578.500000 Penalty: 967.676697
	Iteration 19Q: 3 clusters Score -2637578 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -2637679.250000 Penalty: 967.676697
	Iteration 20F: 3 clusters Score -2637679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -2637760.000000 Penalty: 967.676697
	Iteration 21Q: 3 clusters Score -2637760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -2637828.500000 Penalty: 967.676697
	Iteration 22Q: 3 clusters Score -2637828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -2637877.500000 Penalty: 967.676697
	Iteration 23Q: 3 clusters Score -2637878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -2637920.000000 Penalty: 967.676697
	Iteration 24Q: 3 clusters Score -2637920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -2637937.250000 Penalty: 967.676697
	Iteration 25Q: 3 clusters Score -2637937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -2637955.500000 Penalty: 967.676697
	Iteration 26Q: 3 clusters Score -2637956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -2637976.500000 Penalty: 967.676697
	Iteration 27Q: 3 clusters Score -2637976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -2637983.500000 Penalty: 967.676697
	Iteration 28Q: 3 clusters Score -2637984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -2637988.500000 Penalty: 967.676697
	Iteration 29Q: 3 clusters Score -2637988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -2637990.000000 Penalty: 967.676697
	Iteration 30Q: 3 clusters Score -2637990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -2637994.750000 Penalty: 967.676697
	Iteration 31Q: 3 clusters Score -2637995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -2637991.500000 Penalty: 967.676697
	Iteration 32Q: 3 clusters Score -2637992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -2637996.500000 Penalty: 967.676697
	Iteration 33Q: 3 clusters Score -2637996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -2637996.750000 Penalty: 967.676697
	Iteration 34Q: 3 clusters Score -2637997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -2637997.000000 Penalty: 967.676697
	Iteration 35Q: 3 clusters Score -2637997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -2637998.250000 Penalty: 967.676697
	Iteration 36Q: 3 clusters Score -2637998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2637998.750000 Penalty: 967.676697
	Iteration 37Q: 3 clusters Score -2637999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2637998.750000 Penalty: 967.676697
	Iteration 38F: 3 clusters Score -2637999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (92453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Entering Unmasked Estep 
Score: -5755314.000000 Penalty: 520.267761
	Iteration 0F: 2 clusters Score -5755314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -5695190.000000 Penalty: 1040.535522
	Iteration 0F: 3 clusters Score -5695190 nChanged 45010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -5723410.500000 Penalty: 1040.535522
	Iteration 1F: 3 clusters Score -5723410 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -5725067.500000 Penalty: 1040.535522
	Iteration 2Q: 3 clusters Score -5725068 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -5727784.500000 Penalty: 1040.535522
	Iteration 3F: 3 clusters Score -5727784 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5732090.500000 Penalty: 1040.535522
	Iteration 4F: 3 clusters Score -5732090 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -5737516.500000 Penalty: 1040.535522
	Iteration 5F: 3 clusters Score -5737516 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5741943.500000 Penalty: 1040.535522
	Iteration 6F: 3 clusters Score -5741944 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5744001.500000 Penalty: 1040.535522
	Iteration 7Q: 3 clusters Score -5744002 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -5744808.000000 Penalty: 1040.535522
	Iteration 8Q: 3 clusters Score -5744808 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5745312.500000 Penalty: 1040.535522
	Iteration 9Q: 3 clusters Score -5745312 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5745769.500000 Penalty: 1040.535522
	Iteration 10Q: 3 clusters Score -5745770 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5746230.500000 Penalty: 1040.535522
	Iteration 11Q: 3 clusters Score -5746230 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5746783.500000 Penalty: 1040.535522
	Iteration 12Q: 3 clusters Score -5746784 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -5747289.000000 Penalty: 1040.535522
	Iteration 13Q: 3 clusters Score -5747289 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5747783.500000 Penalty: 1040.535522
	Iteration 14Q: 3 clusters Score -5747784 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5748244.500000 Penalty: 1040.535522
	Iteration 15Q: 3 clusters Score -5748244 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -5748698.000000 Penalty: 1040.535522
	Iteration 16Q: 3 clusters Score -5748698 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5749196.500000 Penalty: 1040.535522
	Iteration 17Q: 3 clusters Score -5749196 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -5749684.500000 Penalty: 1040.535522
	Iteration 18Q: 3 clusters Score -5749684 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5750114.000000 Penalty: 1040.535522
	Iteration 19Q: 3 clusters Score -5750114 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -5750622.500000 Penalty: 1040.535522
	Iteration 20F: 3 clusters Score -5750622 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -5751083.000000 Penalty: 1040.535522
	Iteration 21Q: 3 clusters Score -5751083 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5751510.500000 Penalty: 1040.535522
	Iteration 22Q: 3 clusters Score -5751510 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5751864.500000 Penalty: 1040.535522
	Iteration 23Q: 3 clusters Score -5751864 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -5752184.000000 Penalty: 1040.535522
	Iteration 24Q: 3 clusters Score -5752184 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5752398 nChanged 904
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5752572 nChanged 792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5752668 nChanged 700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5752750 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5752794 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5752813 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5752796 nChanged 357
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Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5752781 nChanged 301
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Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5752788 nChanged 308
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Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5752782 nChanged 282
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Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5752758 nChanged 266
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Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5752749 nChanged 266
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Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5752722 nChanged 251
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Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5752709 nChanged 258
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Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5752667 nChanged 267
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Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5752869.000000 Penalty: 1040.535522
	Iteration 40F: 3 clusters Score -5752869 nChanged 447
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Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -5752918.500000 Penalty: 1040.535522
	Iteration 41Q: 3 clusters Score -5752918 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5752912 nChanged 516
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Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5752905 nChanged 577
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Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5752889 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5752878 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5752828 nChanged 668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5752828 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5752828 nChanged 729
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5752862 nChanged 841
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Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5752896 nChanged 936
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5752884 nChanged 1069
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5752818 nChanged 1278
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Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5752775 nChanged 1403
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Mstep: Class 1 contains 47968 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5752742 nChanged 1437
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Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5752748 nChanged 1408
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Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5752647 nChanged 1567
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5752586 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5752456 nChanged 1720
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Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5752360 nChanged 1672
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Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5752356 nChanged 1653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5752264 nChanged 1616
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Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5752237 nChanged 1622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5752216 nChanged 1631
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Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5752112 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5752016 nChanged 1638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5751970 nChanged 1663
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Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5752012 nChanged 1620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5752040 nChanged 1645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5752078 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22138 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5752211 nChanged 1545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20593 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5752301 nChanged 1462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5752376 nChanged 1449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5752464 nChanged 1482
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Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5752820 nChanged 1290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5753111 nChanged 1060
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Mstep: Class 1 contains 13850 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5753276 nChanged 972
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Mstep: Class 1 contains 12878 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5753320 nChanged 889
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11989 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5753434 nChanged 764
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Mstep: Class 1 contains 11225 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5753498 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5753672 nChanged 712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5753831 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9127 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5753922 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8490 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5753998 nChanged 622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5754124 nChanged 611
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Mstep: Class 1 contains 7267 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5754209 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5754324 nChanged 601
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Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5754438 nChanged 609
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Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5754528 nChanged 576
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Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5754632 nChanged 503
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Mstep: Class 1 contains 4415 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5754732 nChanged 454
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Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5754770 nChanged 412
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Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5754806 nChanged 341
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Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5754882 nChanged 319
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Mstep: Class 1 contains 2907 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5754935 nChanged 306
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5755012 nChanged 243
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5755060 nChanged 215
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Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5755077 nChanged 173
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Mstep: Class 1 contains 2008 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5755092 nChanged 130
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Mstep: Class 1 contains 1890 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5755083 nChanged 106
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Mstep: Class 1 contains 1786 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5755080 nChanged 84
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Mstep: Class 1 contains 1708 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5755084 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5755075 nChanged 88
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Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5755085 nChanged 81
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Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5755086 nChanged 69
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Mstep: Class 1 contains 1389 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5755082 nChanged 61
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Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5755077 nChanged 61
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Mstep: Class 1 contains 1269 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5755075 nChanged 39
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5755074 nChanged 26
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Mstep: Class 1 contains 1206 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5755076 nChanged 25
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Mstep: Class 1 contains 1183 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5755080 nChanged 20
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Mstep: Class 1 contains 1163 members 
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Entering Unmasked Estep 
Score: -5755073.000000 Penalty: 1040.535522
	Iteration 111Q: 3 clusters Score -5755073 nChanged 18
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Mstep: Class 1 contains 1145 members 
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Entering Unmasked Estep 
Score: -5755066.000000 Penalty: 1040.535522
	Iteration 112Q: 3 clusters Score -5755066 nChanged 13
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Mstep: Class 1 contains 1134 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5755068 nChanged 16
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Mstep: Class 1 contains 1118 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5755066 nChanged 23
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5755069 nChanged 34
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5755068 nChanged 26
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Entering Unmasked Estep 
Score: -5755061.000000 Penalty: 1040.535522
	Iteration 117Q: 3 clusters Score -5755061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -5755063.500000 Penalty: 1040.535522
	Iteration 118Q: 3 clusters Score -5755064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -5755055.000000 Penalty: 1040.535522
	Iteration 119Q: 3 clusters Score -5755055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -5755049.500000 Penalty: 1040.535522
	Iteration 120F: 3 clusters Score -5755050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -5755057.000000 Penalty: 1040.535522
	Iteration 121Q: 3 clusters Score -5755057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -5755067.500000 Penalty: 1040.535522
	Iteration 122Q: 3 clusters Score -5755068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -5755067.000000 Penalty: 1040.535522
	Iteration 123Q: 3 clusters Score -5755067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -5755073.500000 Penalty: 1040.535522
	Iteration 124Q: 3 clusters Score -5755074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -5755078.500000 Penalty: 1040.535522
	Iteration 125Q: 3 clusters Score -5755078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -5755065.500000 Penalty: 1040.535522
	Iteration 126Q: 3 clusters Score -5755066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -5755063.500000 Penalty: 1040.535522
	Iteration 127Q: 3 clusters Score -5755064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 91586 members 
Entering Unmasked Estep 
Score: -5755061.000000 Penalty: 1040.535522
	Iteration 128Q: 3 clusters Score -5755061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -5755073.000000 Penalty: 1040.535522
	Iteration 129Q: 3 clusters Score -5755073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -5755069.000000 Penalty: 1040.535522
	Iteration 130Q: 3 clusters Score -5755069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -5755080.000000 Penalty: 1040.535522
	Iteration 131Q: 3 clusters Score -5755080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -5755079.000000 Penalty: 1040.535522
	Iteration 132Q: 3 clusters Score -5755079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -5755086.000000 Penalty: 1040.535522
	Iteration 133Q: 3 clusters Score -5755086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -5755082.500000 Penalty: 1040.535522
	Iteration 134Q: 3 clusters Score -5755082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -5755081.000000 Penalty: 1040.535522
	Iteration 135Q: 3 clusters Score -5755081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -5755078.500000 Penalty: 1040.535522
	Iteration 136Q: 3 clusters Score -5755078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -5755080.500000 Penalty: 1040.535522
	Iteration 137Q: 3 clusters Score -5755080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -5755080.000000 Penalty: 1040.535522
	Iteration 138Q: 3 clusters Score -5755080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -5755084.500000 Penalty: 1040.535522
	Iteration 139Q: 3 clusters Score -5755084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -5755088.000000 Penalty: 1040.535522
	Iteration 140F: 3 clusters Score -5755088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -5755095.500000 Penalty: 1040.535522
	Iteration 141Q: 3 clusters Score -5755096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -5755097.500000 Penalty: 1040.535522
	Iteration 142Q: 3 clusters Score -5755098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -5755112.500000 Penalty: 1040.535522
	Iteration 143Q: 3 clusters Score -5755112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -5755108.000000 Penalty: 1040.535522
	Iteration 144Q: 3 clusters Score -5755108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -5755104.000000 Penalty: 1040.535522
	Iteration 145Q: 3 clusters Score -5755104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -5755104.500000 Penalty: 1040.535522
	Iteration 146Q: 3 clusters Score -5755104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -5755115.000000 Penalty: 1040.535522
	Iteration 147Q: 3 clusters Score -5755115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -5755106.500000 Penalty: 1040.535522
	Iteration 148Q: 3 clusters Score -5755106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5755107.500000 Penalty: 1040.535522
	Iteration 149Q: 3 clusters Score -5755108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5755108.500000 Penalty: 1040.535522
	Iteration 150Q: 3 clusters Score -5755108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5755108.000000 Penalty: 1040.535522
	Iteration 151Q: 3 clusters Score -5755108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -5755109.500000 Penalty: 1040.535522
	Iteration 152Q: 3 clusters Score -5755110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -5755109.500000 Penalty: 1040.535522
	Iteration 153F: 3 clusters Score -5755110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -15322.359375 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -15322.36 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 111 members 
Entering Unmasked Estep 
Score: -15006.175781 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -15006.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15080.320312 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -15080.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15102.178711 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -15102.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15106.643555 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -15106.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15107.271484 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -15107.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15107.755859 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -15107.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15107.755859 Penalty: 492.865143
	Iteration 6F: 3 clusters Score -15107.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -25977.250000 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -25977.25 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 217 members 
Entering Unmasked Estep 
Score: -25547.929688 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25547.93 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25693.183594 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25693.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25819.259766 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25819.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25916.537109 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -25916.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25969.765625 Penalty: 548.353821
	Iteration 4F: 3 clusters Score -25969.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26036.962891 Penalty: 548.353821
	Iteration 5F: 3 clusters Score -26036.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26071.384766 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -26071.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26099.380859 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -26099.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26132.503906 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26138.849609 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26138.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26148.683594 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26148.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26149.736328 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -26149.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26149.736328 Penalty: 548.353821
	Iteration 12F: 3 clusters Score -26149.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 128 members 
Entering Unmasked Estep 
Score: -53287908.000000 Penalty: 43660.085938
Splitting cluster 37 changes total score from -53288052.000000 to -53287908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14481.609375 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14481.61 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 132 members 
Entering Unmasked Estep 
Score: -14189.977539 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14189.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14356.412109 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14356.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14480.314453 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14480.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14543.790039 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14543.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14578.121094 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14578.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14582.599609 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14582.981445 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14582.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14582.981445 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -14582.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 139 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 822 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 122 members 
Entering Unmasked Estep 
Score: -53287764.000000 Penalty: 43660.085938
Splitting cluster 38 changes total score from -53288052.000000 to -53287764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -18135.179688 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -18135.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17791.652344 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -17791.65 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17907.740234 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -17907.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17963.183594 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -17963.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17992.048828 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -17992.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18029.128906 Penalty: 517.514771
	Iteration 4F: 3 clusters Score -18029.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18048.537109 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -18048.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18057.820312 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -18057.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18063.062500 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -18063.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18069.480469 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -18069.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18072.904297 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -18072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18073.712891 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -18073.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18073.712891 Penalty: 517.514771
	Iteration 11F: 3 clusters Score -18073.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17285.251953 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17285.25 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 130 members 
Entering Unmasked Estep 
Score: -16953.480469 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -16953.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17064.392578 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17064.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17101.119141 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17101.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17124.687500 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -17124.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17151.781250 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17151.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17157.093750 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17157.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17157.958984 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17157.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17160.535156 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17160.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17162.335938 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -17162.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17162.335938 Penalty: 512.765869
	Iteration 9F: 3 clusters Score -17162.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -53821.234375 Penalty: 305.384186
	Iteration 0F: 2 clusters Score -53821.23 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 417 members 
Entering Unmasked Estep 
Score: -53119.753906 Penalty: 610.768372
	Iteration 0F: 3 clusters Score -53119.75 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53394.972656 Penalty: 610.768372
	Iteration 1F: 3 clusters Score -53394.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53490.359375 Penalty: 610.768372
	Iteration 2F: 3 clusters Score -53490.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53602.214844 Penalty: 610.768372
	Iteration 3F: 3 clusters Score -53602.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53678.835938 Penalty: 610.768372
	Iteration 4Q: 3 clusters Score -53678.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53752.597656 Penalty: 610.768372
	Iteration 5Q: 3 clusters Score -53752.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53767.378906 Penalty: 610.768372
	Iteration 6Q: 3 clusters Score -53767.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53785.625000 Penalty: 610.768372
	Iteration 7Q: 3 clusters Score -53785.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53796.503906 Penalty: 610.768372
	Iteration 8Q: 3 clusters Score -53796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53818.589844 Penalty: 610.768372
	Iteration 9Q: 3 clusters Score -53818.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53883.378906 Penalty: 610.768372
	Iteration 10Q: 3 clusters Score -53883.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54003.027344 Penalty: 610.768372
	Iteration 11Q: 3 clusters Score -54003.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54082.058594 Penalty: 610.768372
	Iteration 12Q: 3 clusters Score -54082.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54167.351562 Penalty: 610.768372
	Iteration 13Q: 3 clusters Score -54167.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54188.441406 Penalty: 610.768372
	Iteration 14Q: 3 clusters Score -54188.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54188.722656 Penalty: 610.768372
	Iteration 15Q: 3 clusters Score -54188.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54188.722656 Penalty: 610.768372
	Iteration 16F: 3 clusters Score -54188.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Entering Unmasked Estep 
Score: -53288136.000000 Penalty: 43660.085938
Splitting cluster 41 changes total score from -53288052.000000 to -53288136.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 42 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -27995.757812 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -27995.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27553.193359 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -27553.19 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27797.371094 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -27797.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27853.212891 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -27853.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27912.210938 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -27912.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27954.634766 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -27954.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27977.683594 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -27977.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27987.312500 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -27987.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27993.392578 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -27993.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27999.503906 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -27999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27999.339844 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -27999.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28000.011719 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -28000.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28000.011719 Penalty: 563.690918
	Iteration 11F: 3 clusters Score -28000.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 174 members 
Entering Unmasked Estep 
Score: -53287832.000000 Penalty: 44283.800781
Splitting cluster 42 changes total score from -53288052.000000 to -53287832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -11685.154297 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -11685.15 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 103 members 
Entering Unmasked Estep 
Score: -11468.299805 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -11468.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11651.416016 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -11651.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11721.284180 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -11721.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11727.484375 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -11727.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11732.291016 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -11732.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11744.186523 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -11744.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11747.750977 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -11747.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11751.214844 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -11751.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11770.891602 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -11770.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11889.527344 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -11889.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11893.719727 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -11893.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11912.386719 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -11912.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11944.299805 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -11944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11965.471680 Penalty: 487.019104
	Iteration 13Q: 3 clusters Score -11965.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11969.670898 Penalty: 487.019104
	Iteration 14Q: 3 clusters Score -11969.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11976.166992 Penalty: 487.019104
	Iteration 15F: 3 clusters Score -11976.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11991.556641 Penalty: 487.019104
	Iteration 16Q: 3 clusters Score -11991.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12018.803711 Penalty: 487.019104
	Iteration 17Q: 3 clusters Score -12018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12043.188477 Penalty: 487.019104
	Iteration 18Q: 3 clusters Score -12043.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12051.122070 Penalty: 487.019104
	Iteration 19Q: 3 clusters Score -12051.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12060.793945 Penalty: 487.019104
	Iteration 20F: 3 clusters Score -12060.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12107.456055 Penalty: 487.019104
	Iteration 21Q: 3 clusters Score -12107.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12126.694336 Penalty: 487.019104
	Iteration 22Q: 3 clusters Score -12126.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12126.694336 Penalty: 487.019104
	Iteration 23F: 3 clusters Score -12126.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 185 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Entering Unmasked Estep 
Score: -53288184.000000 Penalty: 44283.800781
Splitting cluster 43 changes total score from -53288052.000000 to -53288184.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 44 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -33363.117188 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -33363.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32900.492188 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -32900.49 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33016.718750 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -33016.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33042.703125 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -33042.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33057.906250 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -33057.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33069.707031 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -33069.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33083.535156 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -33083.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33090.664062 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -33090.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33094.128906 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -33094.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33094.968750 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -33094.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33094.968750 Penalty: 557.146851
	Iteration 9F: 3 clusters Score -33094.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -23463.853516 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -23463.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23073.789062 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -23073.79 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23175.390625 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -23175.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23198.113281 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -23198.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23210.984375 Penalty: 539.107300
	Iteration 3Q: 3 clusters Score -23210.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23221.617188 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -23221.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23232.330078 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -23232.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23240.740234 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -23240.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23246.021484 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -23246.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23253.912109 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -23253.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23257.511719 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -23257.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23263.382812 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -23263.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23264.498047 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -23264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23265.318359 Penalty: 539.107300
	Iteration 12Q: 3 clusters Score -23265.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23267.701172 Penalty: 539.107300
	Iteration 13Q: 3 clusters Score -23267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23270.880859 Penalty: 539.107300
	Iteration 14Q: 3 clusters Score -23270.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23271.300781 Penalty: 539.107300
	Iteration 15Q: 3 clusters Score -23271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23272.939453 Penalty: 539.107300
	Iteration 16Q: 3 clusters Score -23272.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23273.480469 Penalty: 539.107300
	Iteration 17Q: 3 clusters Score -23273.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23273.480469 Penalty: 539.107300
	Iteration 18F: 3 clusters Score -23273.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -59638.324219 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -59638.32 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 456 members 
Entering Unmasked Estep 
Score: -58859.710938 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -58859.71 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59117.179688 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -59117.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59190.269531 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -59190.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59238.636719 Penalty: 620.819946
	Iteration 3F: 3 clusters Score -59238.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59279.265625 Penalty: 620.819946
	Iteration 4Q: 3 clusters Score -59279.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59311.710938 Penalty: 620.819946
	Iteration 5Q: 3 clusters Score -59311.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59354.257812 Penalty: 620.819946
	Iteration 6Q: 3 clusters Score -59354.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59394.015625 Penalty: 620.819946
	Iteration 7Q: 3 clusters Score -59394.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59418.863281 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -59418.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59433.355469 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -59433.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59442.191406 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -59442.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59450.070312 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -59450.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59463.566406 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -59463.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59479.972656 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -59479.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59501.363281 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -59501.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59522.656250 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -59522.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59536.847656 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -59536.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59537.882812 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -59537.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59538.828125 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -59538.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59539.968750 Penalty: 620.819946
	Iteration 19Q: 3 clusters Score -59539.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59541.234375 Penalty: 620.819946
	Iteration 20F: 3 clusters Score -59541.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59542.699219 Penalty: 620.819946
	Iteration 21Q: 3 clusters Score -59542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59543.039062 Penalty: 620.819946
	Iteration 22Q: 3 clusters Score -59543.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59543.039062 Penalty: 620.819946
	Iteration 23F: 3 clusters Score -59543.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -83613.304688 Penalty: 331.209015
	Iteration 0F: 2 clusters Score -83613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -82497.914062 Penalty: 662.418030
	Iteration 0F: 3 clusters Score -82497.91 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -82843.023438 Penalty: 662.418030
	Iteration 1F: 3 clusters Score -82843.02 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -82948.671875 Penalty: 662.418030
	Iteration 2F: 3 clusters Score -82948.67 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -83061.601562 Penalty: 662.418030
	Iteration 3F: 3 clusters Score -83061.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -83186.148438 Penalty: 662.418030
	Iteration 4F: 3 clusters Score -83186.15 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -83350.679688 Penalty: 662.418030
	Iteration 5F: 3 clusters Score -83350.68 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -83481.914062 Penalty: 662.418030
	Iteration 6F: 3 clusters Score -83481.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -83544.210938 Penalty: 662.418030
	Iteration 7Q: 3 clusters Score -83544.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -83565.289062 Penalty: 662.418030
	Iteration 8Q: 3 clusters Score -83565.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -83574.343750 Penalty: 662.418030
	Iteration 9Q: 3 clusters Score -83574.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -83578.125000 Penalty: 662.418030
	Iteration 10Q: 3 clusters Score -83578.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -83579.843750 Penalty: 662.418030
	Iteration 11Q: 3 clusters Score -83579.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -83580.789062 Penalty: 662.418030
	Iteration 12Q: 3 clusters Score -83580.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -83581.703125 Penalty: 662.418030
	Iteration 13Q: 3 clusters Score -83581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -83582.679688 Penalty: 662.418030
	Iteration 14Q: 3 clusters Score -83582.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -83582.921875 Penalty: 662.418030
	Iteration 15Q: 3 clusters Score -83582.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -83583.562500 Penalty: 662.418030
	Iteration 16Q: 3 clusters Score -83583.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -83583.671875 Penalty: 662.418030
	Iteration 17Q: 3 clusters Score -83583.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -83584.757812 Penalty: 662.418030
	Iteration 18Q: 3 clusters Score -83584.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -83585.726562 Penalty: 662.418030
	Iteration 19Q: 3 clusters Score -83585.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -83587.007812 Penalty: 662.418030
	Iteration 20F: 3 clusters Score -83587.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -83588.570312 Penalty: 662.418030
	Iteration 21Q: 3 clusters Score -83588.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -83589.929688 Penalty: 662.418030
	Iteration 22Q: 3 clusters Score -83589.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -83590.882812 Penalty: 662.418030
	Iteration 23Q: 3 clusters Score -83590.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -83592.437500 Penalty: 662.418030
	Iteration 24Q: 3 clusters Score -83592.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -83592.859375 Penalty: 662.418030
	Iteration 25Q: 3 clusters Score -83592.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -83592.882812 Penalty: 662.418030
	Iteration 26Q: 3 clusters Score -83592.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -83593.148438 Penalty: 662.418030
	Iteration 27Q: 3 clusters Score -83593.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -83593.148438 Penalty: 662.418030
	Iteration 28F: 3 clusters Score -83593.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -28261.787109 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -28261.79 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 242 members 
Entering Unmasked Estep 
Score: -27832.689453 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27832.69 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27959.388672 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27959.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27978.697266 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -27978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27981.677734 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -27981.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27984.230469 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -27984.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27986.052734 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -27986.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27989.531250 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -27989.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27992.279297 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -27992.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27996.996094 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -27997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28002.242188 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -28002.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28014.654297 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -28014.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28021.324219 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -28021.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28030.470703 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -28030.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28042.556641 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -28042.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28054.625000 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -28054.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28056.865234 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -28056.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28059.029297 Penalty: 553.896484
	Iteration 16Q: 3 clusters Score -28059.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28059.804688 Penalty: 553.896484
	Iteration 17Q: 3 clusters Score -28059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28061.371094 Penalty: 553.896484
	Iteration 18Q: 3 clusters Score -28061.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28061.371094 Penalty: 553.896484
	Iteration 19F: 3 clusters Score -28061.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21618.201172 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21618.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21768.429688 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21768.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21813.078125 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21813.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21828.927734 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -21828.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21840.884766 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21840.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21843.755859 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21843.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21848.056641 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21848.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21850.388672 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21850.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21851.201172 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21851.201172 Penalty: 533.848572
	Iteration 9F: 3 clusters Score -21851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -9456.204102 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -9456.204 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 107 members 
Entering Unmasked Estep 
Score: -9186.760742 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9186.761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9290.024414 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9290.024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9304.204102 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -9304.204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9325.295898 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -9325.296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9340.109375 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9340.109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9352.086914 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9352.087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9360.783203 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -9360.783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9372.598633 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -9372.599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9385.626953 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -9385.627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9387.130859 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -9387.131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9387.130859 Penalty: 490.820129
	Iteration 10F: 3 clusters Score -9387.131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -8431.263672 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -8431.264 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 83 members 
Entering Unmasked Estep 
Score: -8245.482422 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -8245.482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8550.537109 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -8550.537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8612.449219 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -8612.449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8635.196289 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -8635.196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8660.602539 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -8660.603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8678.208984 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -8678.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8678.208984 Penalty: 475.052399
	Iteration 6F: 3 clusters Score -8678.209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 116 members 
Entering Unmasked Estep 
Score: -53288056.000000 Penalty: 44907.519531
Splitting cluster 51 changes total score from -53288052.000000 to -53288056.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 52 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11737.381836 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11737.38 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 99 members 
Entering Unmasked Estep 
Score: -11484.597656 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11484.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11659.406250 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11659.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11798.508789 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11798.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11880.360352 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11880.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11893.246094 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11893.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11895.200195 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11901.908203 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11901.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11911.980469 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11911.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11936.801758 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11938.756836 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11938.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11938.756836 Penalty: 485.277405
	Iteration 10F: 3 clusters Score -11938.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 116 members 
Mstep: Class 73 contains 125 members 
Entering Unmasked Estep 
Score: -53287892.000000 Penalty: 45531.234375
Splitting cluster 52 changes total score from -53288052.000000 to -53287892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -66485.976562 Penalty: 315.515076
	Iteration 0F: 2 clusters Score -66485.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65655.968750 Penalty: 631.030151
	Iteration 0F: 3 clusters Score -65655.97 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65903.054688 Penalty: 631.030151
	Iteration 1F: 3 clusters Score -65903.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65974.617188 Penalty: 631.030151
	Iteration 2F: 3 clusters Score -65974.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66018.031250 Penalty: 631.030151
	Iteration 3F: 3 clusters Score -66018.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66059.593750 Penalty: 631.030151
	Iteration 4Q: 3 clusters Score -66059.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66097.171875 Penalty: 631.030151
	Iteration 5Q: 3 clusters Score -66097.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66136.812500 Penalty: 631.030151
	Iteration 6Q: 3 clusters Score -66136.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66166.593750 Penalty: 631.030151
	Iteration 7Q: 3 clusters Score -66166.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66185.507812 Penalty: 631.030151
	Iteration 8Q: 3 clusters Score -66185.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66202.671875 Penalty: 631.030151
	Iteration 9Q: 3 clusters Score -66202.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66213.156250 Penalty: 631.030151
	Iteration 10Q: 3 clusters Score -66213.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66220.898438 Penalty: 631.030151
	Iteration 11Q: 3 clusters Score -66220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66225.898438 Penalty: 631.030151
	Iteration 12Q: 3 clusters Score -66225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66231.468750 Penalty: 631.030151
	Iteration 13Q: 3 clusters Score -66231.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66238.304688 Penalty: 631.030151
	Iteration 14Q: 3 clusters Score -66238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66243.015625 Penalty: 631.030151
	Iteration 15Q: 3 clusters Score -66243.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66245.664062 Penalty: 631.030151
	Iteration 16Q: 3 clusters Score -66245.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -66248.085938 Penalty: 631.030151
	Iteration 17Q: 3 clusters Score -66248.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66248.859375 Penalty: 631.030151
	Iteration 18Q: 3 clusters Score -66248.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66249.398438 Penalty: 631.030151
	Iteration 19Q: 3 clusters Score -66249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -66249.929688 Penalty: 631.030151
	Iteration 20F: 3 clusters Score -66249.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -46629.222656 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -46629.22 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 375 members 
Entering Unmasked Estep 
Score: -45990.445312 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -45990.45 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46191.292969 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -46191.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46245.011719 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -46245.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46290.949219 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -46290.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46329.078125 Penalty: 599.967041
	Iteration 4F: 3 clusters Score -46329.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46346.636719 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -46346.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46354.171875 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -46354.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46361.757812 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -46361.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46369.031250 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -46369.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46382.937500 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -46382.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46394.519531 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -46394.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46403.144531 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -46403.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46413.863281 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -46413.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46424.089844 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -46424.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46429.535156 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -46429.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46430.781250 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -46430.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46432.441406 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -46432.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46432.535156 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -46432.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46433.414062 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -46433.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46434.910156 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -46434.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46435.046875 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -46435.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46435.390625 Penalty: 599.967041
	Iteration 21Q: 3 clusters Score -46435.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46435.558594 Penalty: 599.967041
	Iteration 22Q: 3 clusters Score -46435.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46435.558594 Penalty: 599.967041
	Iteration 23F: 3 clusters Score -46435.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -12865.066406 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -12865.07 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 123 members 
Entering Unmasked Estep 
Score: -12567.671875 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -12567.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12640.360352 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -12640.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12687.067383 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -12687.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12727.376953 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -12727.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12749.261719 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -12749.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12754.186523 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -12754.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12759.075195 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -12759.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12768.122070 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -12768.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12768.424805 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -12768.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12768.424805 Penalty: 489.150330
	Iteration 9F: 3 clusters Score -12768.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (85897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Entering Unmasked Estep 
Score: -5309718.000000 Penalty: 516.921143
	Iteration 0F: 2 clusters Score -5309718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5252232.500000 Penalty: 1033.842285
	Iteration 0F: 3 clusters Score -5252232 nChanged 41998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -5278028.500000 Penalty: 1033.842285
	Iteration 1F: 3 clusters Score -5278028 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -5279503.500000 Penalty: 1033.842285
	Iteration 2Q: 3 clusters Score -5279504 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -5281858.000000 Penalty: 1033.842285
	Iteration 3F: 3 clusters Score -5281858 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -5285866.500000 Penalty: 1033.842285
	Iteration 4F: 3 clusters Score -5285866 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -5291636.500000 Penalty: 1033.842285
	Iteration 5F: 3 clusters Score -5291636 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -5298525.500000 Penalty: 1033.842285
	Iteration 6F: 3 clusters Score -5298526 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -5304525.500000 Penalty: 1033.842285
	Iteration 7F: 3 clusters Score -5304526 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -5307727.500000 Penalty: 1033.842285
	Iteration 8Q: 3 clusters Score -5307728 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -5308861.500000 Penalty: 1033.842285
	Iteration 9Q: 3 clusters Score -5308862 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -5309121.500000 Penalty: 1033.842285
	Iteration 10Q: 3 clusters Score -5309122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -5309225.000000 Penalty: 1033.842285
	Iteration 11Q: 3 clusters Score -5309225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -5309242.000000 Penalty: 1033.842285
	Iteration 12Q: 3 clusters Score -5309242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -5309251.500000 Penalty: 1033.842285
	Iteration 13Q: 3 clusters Score -5309252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -5309251.500000 Penalty: 1033.842285
	Iteration 14F: 3 clusters Score -5309252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 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 82 members 
Entering Unmasked Estep 
Score: -10900.341797 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10900.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10963.003906 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10993.173828 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -10993.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11000.714844 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11000.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11008.216797 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11008.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11009.359375 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11009.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11010.527344 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -11010.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11010.527344 Penalty: 471.029633
	Iteration 7F: 3 clusters Score -11010.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -10891.243164 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -10891.24 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 87 members 
Entering Unmasked Estep 
Score: -10596.794922 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -10596.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10669.439453 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -10669.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10701.362305 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -10701.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10714.318359 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -10714.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10728.804688 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -10728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10748.740234 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -10748.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10775.021484 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -10775.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10806.791016 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -10806.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10842.088867 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -10842.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10871.902344 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -10871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10890.057617 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -10890.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10902.613281 Penalty: 483.052338
	Iteration 11Q: 3 clusters Score -10902.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10905.416992 Penalty: 483.052338
	Iteration 12Q: 3 clusters Score -10905.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10907.146484 Penalty: 483.052338
	Iteration 13F: 3 clusters Score -10907.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10909.434570 Penalty: 483.052338
	Iteration 14Q: 3 clusters Score -10909.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10909.434570 Penalty: 483.052338
	Iteration 15F: 3 clusters Score -10909.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 90 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 116 members 
Mstep: Class 73 contains 112 members 
Entering Unmasked Estep 
Score: -53287688.000000 Penalty: 45531.234375
Splitting cluster 58 changes total score from -53288052.000000 to -53287688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -15562.449219 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -15562.45 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 124 members 
Entering Unmasked Estep 
Score: -15256.227539 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -15256.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15337.393555 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -15337.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15358.084961 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -15358.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15375.757812 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -15375.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15386.268555 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -15386.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15391.345703 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -15391.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15392.348633 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -15392.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15392.938477 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -15392.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15395.350586 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -15395.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15397.407227 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -15397.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15398.452148 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -15398.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15402.391602 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -15402.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15406.869141 Penalty: 500.985168
	Iteration 12Q: 3 clusters Score -15406.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15416.112305 Penalty: 500.985168
	Iteration 13Q: 3 clusters Score -15416.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15420.600586 Penalty: 500.985168
	Iteration 14Q: 3 clusters Score -15420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15431.302734 Penalty: 500.985168
	Iteration 15Q: 3 clusters Score -15431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15438.457031 Penalty: 500.985168
	Iteration 16Q: 3 clusters Score -15438.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15453.177734 Penalty: 500.985168
	Iteration 17Q: 3 clusters Score -15453.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15455.479492 Penalty: 500.985168
	Iteration 18Q: 3 clusters Score -15455.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15455.479492 Penalty: 500.985168
	Iteration 19F: 3 clusters Score -15455.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -24220.013672 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24220.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23790.359375 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -23790.36 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23924.263672 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -23924.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23976.236328 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -23976.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24016.851562 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -24016.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24046.701172 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -24046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24069.808594 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -24069.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24098.597656 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -24098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24111.283203 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -24111.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24116.427734 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -24116.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24120.085938 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -24120.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24120.085938 Penalty: 543.384827
	Iteration 10F: 3 clusters Score -24120.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10098.866211 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -10098.87 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 103 members 
Entering Unmasked Estep 
Score: -9855.635742 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9855.636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10004.246094 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -10004.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10028.468750 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10028.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10032.171875 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10032.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10033.006836 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10033.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10036.294922 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10036.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10041.624023 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -10041.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10044.047852 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -10044.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10044.047852 Penalty: 480.308441
	Iteration 8F: 3 clusters Score -10044.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -7188.150391 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7188.15 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: -6955.686035 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6955.686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7083.498047 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7083.498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7184.767090 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7184.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7201.238281 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7201.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7201.238281 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -7201.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 50 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 116 members 
Mstep: Class 73 contains 88 members 
Entering Unmasked Estep 
Score: -53287676.000000 Penalty: 45531.234375
Splitting cluster 62 changes total score from -53288052.000000 to -53287676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -126486.171875 Penalty: 345.176483
	Iteration 0F: 2 clusters Score -126486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -125056.515625 Penalty: 690.352966
	Iteration 0F: 3 clusters Score -125056.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -125543.546875 Penalty: 690.352966
	Iteration 1F: 3 clusters Score -125543.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -125680.070312 Penalty: 690.352966
	Iteration 2F: 3 clusters Score -125680.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -125773.343750 Penalty: 690.352966
	Iteration 3F: 3 clusters Score -125773.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -125850.898438 Penalty: 690.352966
	Iteration 4F: 3 clusters Score -125850.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -125917.382812 Penalty: 690.352966
	Iteration 5Q: 3 clusters Score -125917.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -125977.695312 Penalty: 690.352966
	Iteration 6Q: 3 clusters Score -125977.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -126025.898438 Penalty: 690.352966
	Iteration 7Q: 3 clusters Score -126025.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -126072.523438 Penalty: 690.352966
	Iteration 8Q: 3 clusters Score -126072.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -126106.742188 Penalty: 690.352966
	Iteration 9Q: 3 clusters Score -126106.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -126127.898438 Penalty: 690.352966
	Iteration 10Q: 3 clusters Score -126127.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126151.765625 Penalty: 690.352966
	Iteration 11Q: 3 clusters Score -126151.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -126174.953125 Penalty: 690.352966
	Iteration 12Q: 3 clusters Score -126175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -126188.726562 Penalty: 690.352966
	Iteration 13Q: 3 clusters Score -126188.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -126199.750000 Penalty: 690.352966
	Iteration 14Q: 3 clusters Score -126199.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -126209.929688 Penalty: 690.352966
	Iteration 15Q: 3 clusters Score -126209.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -126218.929688 Penalty: 690.352966
	Iteration 16Q: 3 clusters Score -126218.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -126227.835938 Penalty: 690.352966
	Iteration 17Q: 3 clusters Score -126227.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -126238.085938 Penalty: 690.352966
	Iteration 18Q: 3 clusters Score -126238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -126243.648438 Penalty: 690.352966
	Iteration 19Q: 3 clusters Score -126243.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -126249.453125 Penalty: 690.352966
	Iteration 20F: 3 clusters Score -126249.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -126252.312500 Penalty: 690.352966
	Iteration 21Q: 3 clusters Score -126252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -126253.968750 Penalty: 690.352966
	Iteration 22Q: 3 clusters Score -126254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -126256.882812 Penalty: 690.352966
	Iteration 23Q: 3 clusters Score -126256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -126259.187500 Penalty: 690.352966
	Iteration 24Q: 3 clusters Score -126259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -126260.250000 Penalty: 690.352966
	Iteration 25Q: 3 clusters Score -126260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -126261.515625 Penalty: 690.352966
	Iteration 26Q: 3 clusters Score -126261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -126262.742188 Penalty: 690.352966
	Iteration 27Q: 3 clusters Score -126262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -126265.859375 Penalty: 690.352966
	Iteration 28Q: 3 clusters Score -126265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -126270.929688 Penalty: 690.352966
	Iteration 29Q: 3 clusters Score -126270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -126274.085938 Penalty: 690.352966
	Iteration 30Q: 3 clusters Score -126274.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -126278.281250 Penalty: 690.352966
	Iteration 31Q: 3 clusters Score -126278.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -126280.835938 Penalty: 690.352966
	Iteration 32Q: 3 clusters Score -126280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -126282.796875 Penalty: 690.352966
	Iteration 33Q: 3 clusters Score -126282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -126285.421875 Penalty: 690.352966
	Iteration 34Q: 3 clusters Score -126285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -126288.750000 Penalty: 690.352966
	Iteration 35Q: 3 clusters Score -126288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -126292.179688 Penalty: 690.352966
	Iteration 36Q: 3 clusters Score -126292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -126294.382812 Penalty: 690.352966
	Iteration 37Q: 3 clusters Score -126294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -126296.101562 Penalty: 690.352966
	Iteration 38Q: 3 clusters Score -126296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -126299.812500 Penalty: 690.352966
	Iteration 39Q: 3 clusters Score -126299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -126301.546875 Penalty: 690.352966
	Iteration 40F: 3 clusters Score -126301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -126302.226562 Penalty: 690.352966
	Iteration 41Q: 3 clusters Score -126302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -126302.421875 Penalty: 690.352966
	Iteration 42Q: 3 clusters Score -126302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -126303.054688 Penalty: 690.352966
	Iteration 43Q: 3 clusters Score -126303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -126304.218750 Penalty: 690.352966
	Iteration 44Q: 3 clusters Score -126304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -126305.031250 Penalty: 690.352966
	Iteration 45Q: 3 clusters Score -126305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -126306.898438 Penalty: 690.352966
	Iteration 46Q: 3 clusters Score -126306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -126308.070312 Penalty: 690.352966
	Iteration 47Q: 3 clusters Score -126308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -126308.781250 Penalty: 690.352966
	Iteration 48Q: 3 clusters Score -126308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -126309.804688 Penalty: 690.352966
	Iteration 49Q: 3 clusters Score -126309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -126310.156250 Penalty: 690.352966
	Iteration 50Q: 3 clusters Score -126310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -126310.210938 Penalty: 690.352966
	Iteration 51Q: 3 clusters Score -126310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -126310.210938 Penalty: 690.352966
	Iteration 52F: 3 clusters Score -126310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19185.607422 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19185.61 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 154 members 
Entering Unmasked Estep 
Score: -18810.720703 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18810.72 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18945.201172 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -18945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19000.853516 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -19000.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19030.812500 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -19030.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19053.511719 Penalty: 522.321167
	Iteration 4F: 3 clusters Score -19053.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19068.365234 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19068.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19077.847656 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19077.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19083.884766 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19083.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19086.605469 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19086.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19088.312500 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19088.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19090.224609 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19090.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19090.224609 Penalty: 522.321167
	Iteration 11F: 3 clusters Score -19090.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (98217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Entering Unmasked Estep 
Score: -6026177.500000 Penalty: 523.019531
	Iteration 0F: 2 clusters Score -6026178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -5960643.000000 Penalty: 1046.039062
	Iteration 0F: 3 clusters Score -5960643 nChanged 48080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5990567.000000 Penalty: 1046.039062
	Iteration 1F: 3 clusters Score -5990567 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -5992895.500000 Penalty: 1046.039062
	Iteration 2Q: 3 clusters Score -5992896 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -5996999.500000 Penalty: 1046.039062
	Iteration 3F: 3 clusters Score -5997000 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6003156.000000 Penalty: 1046.039062
	Iteration 4F: 3 clusters Score -6003156 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -6010084.000000 Penalty: 1046.039062
	Iteration 5F: 3 clusters Score -6010084 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6015472.000000 Penalty: 1046.039062
	Iteration 6F: 3 clusters Score -6015472 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -6018149.000000 Penalty: 1046.039062
	Iteration 7F: 3 clusters Score -6018149 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -6019267.500000 Penalty: 1046.039062
	Iteration 8Q: 3 clusters Score -6019268 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -6019914.000000 Penalty: 1046.039062
	Iteration 9Q: 3 clusters Score -6019914 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -6020525.000000 Penalty: 1046.039062
	Iteration 10Q: 3 clusters Score -6020525 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -6021015.000000 Penalty: 1046.039062
	Iteration 11Q: 3 clusters Score -6021015 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -6021433.500000 Penalty: 1046.039062
	Iteration 12Q: 3 clusters Score -6021434 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -6021851.500000 Penalty: 1046.039062
	Iteration 13Q: 3 clusters Score -6021852 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -6022365.000000 Penalty: 1046.039062
	Iteration 14Q: 3 clusters Score -6022365 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -6022910.500000 Penalty: 1046.039062
	Iteration 15Q: 3 clusters Score -6022910 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -6023401.500000 Penalty: 1046.039062
	Iteration 16Q: 3 clusters Score -6023402 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -6023812.000000 Penalty: 1046.039062
	Iteration 17Q: 3 clusters Score -6023812 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -6024077.500000 Penalty: 1046.039062
	Iteration 18Q: 3 clusters Score -6024078 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -6024208.000000 Penalty: 1046.039062
	Iteration 19Q: 3 clusters Score -6024208 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -6024305.500000 Penalty: 1046.039062
	Iteration 20F: 3 clusters Score -6024306 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -6024359.000000 Penalty: 1046.039062
	Iteration 21Q: 3 clusters Score -6024359 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -6024377.500000 Penalty: 1046.039062
	Iteration 22Q: 3 clusters Score -6024378 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -6024400.000000 Penalty: 1046.039062
	Iteration 23Q: 3 clusters Score -6024400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -6024431.500000 Penalty: 1046.039062
	Iteration 24Q: 3 clusters Score -6024432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6024460.000000 Penalty: 1046.039062
	Iteration 25Q: 3 clusters Score -6024460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -6024467.000000 Penalty: 1046.039062
	Iteration 26Q: 3 clusters Score -6024467 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -6024478.000000 Penalty: 1046.039062
	Iteration 27Q: 3 clusters Score -6024478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -6024481.000000 Penalty: 1046.039062
	Iteration 28Q: 3 clusters Score -6024481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6024483.000000 Penalty: 1046.039062
	Iteration 29Q: 3 clusters Score -6024483 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -6024480.000000 Penalty: 1046.039062
	Iteration 30Q: 3 clusters Score -6024480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6024481.000000 Penalty: 1046.039062
	Iteration 31Q: 3 clusters Score -6024481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -6024472.000000 Penalty: 1046.039062
	Iteration 32Q: 3 clusters Score -6024472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6024463.000000 Penalty: 1046.039062
	Iteration 33Q: 3 clusters Score -6024463 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -6024466.500000 Penalty: 1046.039062
	Iteration 34Q: 3 clusters Score -6024466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -6024464.000000 Penalty: 1046.039062
	Iteration 35Q: 3 clusters Score -6024464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -6024473.500000 Penalty: 1046.039062
	Iteration 36Q: 3 clusters Score -6024474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -6024475.500000 Penalty: 1046.039062
	Iteration 37Q: 3 clusters Score -6024476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -6024475.000000 Penalty: 1046.039062
	Iteration 38Q: 3 clusters Score -6024475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6024468.500000 Penalty: 1046.039062
	Iteration 39Q: 3 clusters Score -6024468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -6024458.500000 Penalty: 1046.039062
	Iteration 40F: 3 clusters Score -6024458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -6024457.000000 Penalty: 1046.039062
	Iteration 41Q: 3 clusters Score -6024457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -6024459.500000 Penalty: 1046.039062
	Iteration 42Q: 3 clusters Score -6024460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6024447.500000 Penalty: 1046.039062
	Iteration 43Q: 3 clusters Score -6024448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -6024455.000000 Penalty: 1046.039062
	Iteration 44Q: 3 clusters Score -6024455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -6024453.000000 Penalty: 1046.039062
	Iteration 45Q: 3 clusters Score -6024453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -6024462.000000 Penalty: 1046.039062
	Iteration 46Q: 3 clusters Score -6024462 nChanged 94
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	Iteration 60F: 3 clusters Score -6024449 nChanged 155
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	Iteration 68Q: 3 clusters Score -6024528 nChanged 201
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	Iteration 69Q: 3 clusters Score -6024531 nChanged 203
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Mstep: Class 2 contains 61620 members 
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Mstep: Class 2 contains 62220 members 
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Mstep: Class 2 contains 62793 members 
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	Iteration 160F: 3 clusters Score -6025006 nChanged 150
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Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 77123 members 
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Mstep: Class 2 contains 77313 members 
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	Iteration 239Q: 3 clusters Score -6025672 nChanged 214
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Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6025666 nChanged 208
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Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 77735 members 
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Mstep: Class 2 contains 77932 members 
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Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 78114 members 
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Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -6025713 nChanged 188
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Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -6025729 nChanged 171
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Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 78864 members 
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Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -6025718 nChanged 146
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Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6025722 nChanged 136
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Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -6025744 nChanged 133
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Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -6025748 nChanged 128
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Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 80194 members 
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	Iteration 256Q: 3 clusters Score -6025757 nChanged 118
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Mstep: Class 1 contains 17905 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 80481 members 
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	Iteration 259Q: 3 clusters Score -6025764 nChanged 70
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Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -6025756 nChanged 87
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Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -6025778 nChanged 75
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Mstep: Class 2 contains 80878 members 
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	Iteration 264Q: 3 clusters Score -6025774 nChanged 73
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Mstep: Class 1 contains 17266 members 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -6025764 nChanged 75
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	Iteration 268Q: 3 clusters Score -6025780 nChanged 84
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	Iteration 269Q: 3 clusters Score -6025771 nChanged 87
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	Iteration 270Q: 3 clusters Score -6025781 nChanged 76
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	Iteration 272Q: 3 clusters Score -6025772 nChanged 88
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Mstep: Class 1 contains 16314 members 
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	Iteration 276Q: 3 clusters Score -6025786 nChanged 112
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	Iteration 279Q: 3 clusters Score -6025750 nChanged 81
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Mstep: Class 1 contains 15932 members 
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	Iteration 280F: 3 clusters Score -6025755 nChanged 84
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -6025754 nChanged 95
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	Iteration 283Q: 3 clusters Score -6025747 nChanged 106
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -6025742 nChanged 131
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	Iteration 289Q: 3 clusters Score -6025734 nChanged 135
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	Iteration 297Q: 3 clusters Score -6025790 nChanged 120
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	Iteration 299Q: 3 clusters Score -6025792 nChanged 106
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	Iteration 300F: 3 clusters Score -6025806 nChanged 105
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	Iteration 301Q: 3 clusters Score -6025805 nChanged 97
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -6025821 nChanged 93
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	Iteration 318Q: 3 clusters Score -6025933 nChanged 161
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	Iteration 319Q: 3 clusters Score -6025952 nChanged 164
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	Iteration 320F: 3 clusters Score -6025971 nChanged 145
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	Iteration 322Q: 3 clusters Score -6025987 nChanged 149
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	Iteration 326Q: 3 clusters Score -6025978 nChanged 131
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	Iteration 327Q: 3 clusters Score -6025968 nChanged 125
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Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 88611 members 
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Mstep: Class 2 contains 88732 members 
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Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 88940 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 89644 members 
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Mstep: Class 2 contains 89760 members 
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Mstep: Class 2 contains 89809 members 
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Mstep: Class 2 contains 89862 members 
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Mstep: Class 1 contains 8312 members 
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Mstep: Class 1 contains 7625 members 
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Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -6025888.500000 Penalty: 1046.039062
	Iteration 422Q: 3 clusters Score -6025888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -6025880.500000 Penalty: 1046.039062
	Iteration 423Q: 3 clusters Score -6025880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -6025892.000000 Penalty: 1046.039062
	Iteration 424Q: 3 clusters Score -6025892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -6025888.500000 Penalty: 1046.039062
	Iteration 425Q: 3 clusters Score -6025888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -6025894.500000 Penalty: 1046.039062
	Iteration 426Q: 3 clusters Score -6025894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 92425 members 
Entering Unmasked Estep 
Score: -6025894.000000 Penalty: 1046.039062
	Iteration 427Q: 3 clusters Score -6025894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -6025893.000000 Penalty: 1046.039062
	Iteration 428Q: 3 clusters Score -6025893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -6025889.000000 Penalty: 1046.039062
	Iteration 429Q: 3 clusters Score -6025889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -6025889.000000 Penalty: 1046.039062
	Iteration 430Q: 3 clusters Score -6025889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -6025889.000000 Penalty: 1046.039062
	Iteration 431Q: 3 clusters Score -6025889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -6025887.500000 Penalty: 1046.039062
	Iteration 432Q: 3 clusters Score -6025888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -6025882.500000 Penalty: 1046.039062
	Iteration 433Q: 3 clusters Score -6025882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -6025874.500000 Penalty: 1046.039062
	Iteration 434Q: 3 clusters Score -6025874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -6025880.000000 Penalty: 1046.039062
	Iteration 435Q: 3 clusters Score -6025880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -6025869.500000 Penalty: 1046.039062
	Iteration 436Q: 3 clusters Score -6025870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -6025868.500000 Penalty: 1046.039062
	Iteration 437Q: 3 clusters Score -6025868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -6025869.500000 Penalty: 1046.039062
	Iteration 438Q: 3 clusters Score -6025870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -6025871.000000 Penalty: 1046.039062
	Iteration 439Q: 3 clusters Score -6025871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -6025871.000000 Penalty: 1046.039062
	Iteration 440F: 3 clusters Score -6025871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11038.347656 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -11038.35 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 92 members 
Entering Unmasked Estep 
Score: -10771.506836 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10771.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10838.876953 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10838.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10848.879883 Penalty: 468.421997
	Iteration 2Q: 3 clusters Score -10848.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10850.284180 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10850.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10850.284180 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -10850.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -22229.617188 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -22229.62 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 172 members 
Entering Unmasked Estep 
Score: -21843.306641 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21843.31 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21925.873047 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21925.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21945.853516 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21945.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21963.214844 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -21963.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21971.064453 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -21971.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21981.419922 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -21981.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21989.298828 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -21989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21991.205078 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -21991.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21991.728516 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -21991.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21992.726562 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -21992.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21993.242188 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -21993.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21993.242188 Penalty: 526.607666
	Iteration 11F: 3 clusters Score -21993.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -13599.819336 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -13599.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13287.507812 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -13287.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13561.913086 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -13561.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13675.554688 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -13675.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13734.907227 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -13734.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13791.919922 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -13791.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13818.626953 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -13818.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13828.503906 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -13828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13833.006836 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -13833.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13836.495117 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -13836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13836.495117 Penalty: 516.272400
	Iteration 9F: 3 clusters Score -13836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 183 members 
Mstep: Class 69 contains 3269 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 116 members 
Mstep: Class 73 contains 108 members 
Entering Unmasked Estep 
Score: -53287904.000000 Penalty: 45531.234375
Splitting cluster 68 changes total score from -53288052.000000 to -53287904.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 3581 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88894 members 
Mstep: Class 9 contains 86020 members 
Mstep: Class 10 contains 10017 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90308 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 82216 members 
Mstep: Class 16 contains 70909 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 90484 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20685 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41515 members 
Mstep: Class 35 contains 92453 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 512 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1450 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 69 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85897 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 311 members 
Mstep: Class 65 contains 98217 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288504.000000 Penalty: 44907.519531
Iteration 279Q: 73 clusters Score -5.32885e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 392 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87653 members 
Mstep: Class 9 contains 86711 members 
Mstep: Class 10 contains 9986 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90190 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 82414 members 
Mstep: Class 16 contains 70935 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 90603 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20766 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41424 members 
Mstep: Class 35 contains 92605 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 515 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1453 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85980 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 246 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98414 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3212 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289688.000000 Penalty: 44907.519531
Iteration 280F: 73 clusters Score -5.328969e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86765 members 
Mstep: Class 9 contains 87046 members 
Mstep: Class 10 contains 9948 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 90060 members 
Mstep: Class 14 contains 5596 members 
Mstep: Class 15 contains 82402 members 
Mstep: Class 16 contains 70899 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 90572 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20816 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41315 members 
Mstep: Class 35 contains 92534 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 516 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1455 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86026 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 133 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98609 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 3921 members 
Mstep: Class 70 contains 310 members 
Mstep: Class 71 contains 121 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290168.000000 Penalty: 44907.519531
Iteration 281Q: 73 clusters Score -5.329017e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3604 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86344 members 
Mstep: Class 9 contains 87294 members 
Mstep: Class 10 contains 9911 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89947 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 82303 members 
Mstep: Class 16 contains 70858 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 90541 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20885 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41199 members 
Mstep: Class 35 contains 92358 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1461 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86074 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98776 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 4444 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 122 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290268.000000 Penalty: 44907.519531
Iteration 282Q: 73 clusters Score -5.329027e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 385 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3616 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86152 members 
Mstep: Class 9 contains 87452 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89853 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 82219 members 
Mstep: Class 16 contains 70822 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 90466 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 20941 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41096 members 
Mstep: Class 35 contains 92179 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1467 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86128 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 130 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98862 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 4916 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 124 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290672.000000 Penalty: 44907.519531
Iteration 283Q: 73 clusters Score -5.329067e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86106 members 
Mstep: Class 9 contains 87513 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89755 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 15 contains 82100 members 
Mstep: Class 16 contains 70757 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 90436 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21007 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 394 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41027 members 
Mstep: Class 35 contains 92022 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1474 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86142 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98900 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 5378 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290992.000000 Penalty: 44907.519531
Iteration 284Q: 73 clusters Score -5.329099e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86203 members 
Mstep: Class 9 contains 87542 members 
Mstep: Class 10 contains 9779 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89623 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 81978 members 
Mstep: Class 16 contains 70696 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 90378 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21045 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40960 members 
Mstep: Class 35 contains 91895 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 456 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1476 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86133 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98900 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 5841 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291196.000000 Penalty: 44907.519531
Iteration 285Q: 73 clusters Score -5.32912e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86340 members 
Mstep: Class 9 contains 87537 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89561 members 
Mstep: Class 14 contains 5525 members 
Mstep: Class 15 contains 81870 members 
Mstep: Class 16 contains 70630 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 90326 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21082 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40855 members 
Mstep: Class 35 contains 91755 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1476 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86094 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98831 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 6346 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291368.000000 Penalty: 44907.519531
Iteration 286Q: 73 clusters Score -5.329137e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86507 members 
Mstep: Class 9 contains 87464 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89531 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 81748 members 
Mstep: Class 16 contains 70575 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 90282 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21106 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40753 members 
Mstep: Class 35 contains 91585 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86083 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98733 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 6871 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291428.000000 Penalty: 44907.519531
Iteration 287Q: 73 clusters Score -5.329143e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86719 members 
Mstep: Class 9 contains 87340 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89448 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 15 contains 81623 members 
Mstep: Class 16 contains 70517 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 90270 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21132 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40629 members 
Mstep: Class 35 contains 91447 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1481 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86078 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98641 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 7409 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291828.000000 Penalty: 44907.519531
Iteration 288Q: 73 clusters Score -5.329183e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3707 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86991 members 
Mstep: Class 9 contains 87162 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89365 members 
Mstep: Class 14 contains 5500 members 
Mstep: Class 15 contains 81506 members 
Mstep: Class 16 contains 70447 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 90292 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21156 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40475 members 
Mstep: Class 35 contains 91350 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1481 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86054 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98547 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 7950 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292112.000000 Penalty: 44907.519531
Iteration 289Q: 73 clusters Score -5.329211e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3720 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 87003 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89282 members 
Mstep: Class 14 contains 5481 members 
Mstep: Class 15 contains 81377 members 
Mstep: Class 16 contains 70357 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 90325 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21170 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40309 members 
Mstep: Class 35 contains 91263 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1484 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 86033 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98461 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 8499 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292252.000000 Penalty: 44907.519531
Iteration 290Q: 73 clusters Score -5.329225e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87568 members 
Mstep: Class 9 contains 86889 members 
Mstep: Class 10 contains 9533 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89165 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 15 contains 81269 members 
Mstep: Class 16 contains 70278 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 90334 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21175 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40124 members 
Mstep: Class 35 contains 91222 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1487 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85973 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98340 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 9050 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292348.000000 Penalty: 44907.519531
Iteration 291Q: 73 clusters Score -5.329235e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87952 members 
Mstep: Class 9 contains 86782 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 89070 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 81150 members 
Mstep: Class 16 contains 70202 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 90341 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21177 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39912 members 
Mstep: Class 35 contains 91150 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1488 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85935 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 98185 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 9572 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292452.000000 Penalty: 44907.519531
Iteration 292Q: 73 clusters Score -5.329245e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88364 members 
Mstep: Class 9 contains 86692 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88981 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 81064 members 
Mstep: Class 16 contains 70130 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 90343 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21166 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39697 members 
Mstep: Class 35 contains 91080 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1489 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85875 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 97990 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 10087 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292580.000000 Penalty: 44907.519531
Iteration 293Q: 73 clusters Score -5.329258e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88841 members 
Mstep: Class 9 contains 86628 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88782 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 80991 members 
Mstep: Class 16 contains 70044 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 90350 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21156 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39511 members 
Mstep: Class 35 contains 91069 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1492 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85812 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 97762 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 10554 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292756.000000 Penalty: 44907.519531
Iteration 294Q: 73 clusters Score -5.329276e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3809 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89356 members 
Mstep: Class 9 contains 86575 members 
Mstep: Class 10 contains 9339 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88609 members 
Mstep: Class 14 contains 5449 members 
Mstep: Class 15 contains 80938 members 
Mstep: Class 16 contains 69963 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 90333 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21150 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39288 members 
Mstep: Class 35 contains 91043 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1491 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85786 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 97501 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 10987 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292996.000000 Penalty: 44907.519531
Iteration 295Q: 73 clusters Score -5.3293e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89832 members 
Mstep: Class 9 contains 86540 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88443 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 15 contains 80866 members 
Mstep: Class 16 contains 69872 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 90363 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21153 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39014 members 
Mstep: Class 35 contains 91043 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1497 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85750 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 97265 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 11404 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292856.000000 Penalty: 44907.519531
Iteration 296Q: 73 clusters Score -5.329286e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90362 members 
Mstep: Class 9 contains 86506 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88329 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 80758 members 
Mstep: Class 16 contains 69770 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 90387 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21167 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38741 members 
Mstep: Class 35 contains 91073 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1503 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85681 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 97025 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 11768 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292676.000000 Penalty: 44907.519531
Iteration 297Q: 73 clusters Score -5.329268e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3876 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90926 members 
Mstep: Class 9 contains 86464 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88274 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 80663 members 
Mstep: Class 16 contains 69666 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 90398 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21172 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38422 members 
Mstep: Class 35 contains 91115 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1508 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85607 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 96769 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 12117 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292496.000000 Penalty: 44907.519531
Iteration 298Q: 73 clusters Score -5.32925e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91507 members 
Mstep: Class 9 contains 86432 members 
Mstep: Class 10 contains 9170 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88209 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 80609 members 
Mstep: Class 16 contains 69577 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 90390 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21184 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38069 members 
Mstep: Class 35 contains 91162 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1514 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85544 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 96485 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 12435 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292564.000000 Penalty: 44907.519531
Iteration 299Q: 73 clusters Score -5.329256e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92028 members 
Mstep: Class 9 contains 86350 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88161 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 80590 members 
Mstep: Class 16 contains 69481 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 90398 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21216 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37745 members 
Mstep: Class 35 contains 91204 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1517 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85512 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 96186 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 12743 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292588.000000 Penalty: 44907.519531
Iteration 300F: 73 clusters Score -5.329259e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92306 members 
Mstep: Class 9 contains 86178 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88154 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 80557 members 
Mstep: Class 16 contains 69385 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5122 members 
Mstep: Class 20 contains 90386 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21242 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37417 members 
Mstep: Class 35 contains 91272 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1521 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85477 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 95855 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 13400 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292988.000000 Penalty: 44907.519531
Iteration 301Q: 73 clusters Score -5.329299e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92562 members 
Mstep: Class 9 contains 86057 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88113 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 15 contains 80596 members 
Mstep: Class 16 contains 69312 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 90387 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21267 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37066 members 
Mstep: Class 35 contains 91346 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1525 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85386 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 95536 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 14014 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293196.000000 Penalty: 44907.519531
Iteration 302Q: 73 clusters Score -5.32932e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92757 members 
Mstep: Class 9 contains 85938 members 
Mstep: Class 10 contains 9027 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88055 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 80635 members 
Mstep: Class 16 contains 69219 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 90415 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21283 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36757 members 
Mstep: Class 35 contains 91365 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1529 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85339 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 95239 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 14637 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293064.000000 Penalty: 44907.519531
Iteration 303Q: 73 clusters Score -5.329306e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92871 members 
Mstep: Class 9 contains 85825 members 
Mstep: Class 10 contains 8999 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 88020 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 80671 members 
Mstep: Class 16 contains 69094 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 90462 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21296 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36468 members 
Mstep: Class 35 contains 91413 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1535 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85304 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 94931 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 15274 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292988.000000 Penalty: 44907.519531
Iteration 304Q: 73 clusters Score -5.329299e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92949 members 
Mstep: Class 9 contains 85740 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87932 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 80712 members 
Mstep: Class 16 contains 69005 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 90503 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21306 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36215 members 
Mstep: Class 35 contains 91456 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1541 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85290 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 94604 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 15897 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293052.000000 Penalty: 44907.519531
Iteration 305Q: 73 clusters Score -5.329305e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92944 members 
Mstep: Class 9 contains 85680 members 
Mstep: Class 10 contains 8934 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87871 members 
Mstep: Class 14 contains 5377 members 
Mstep: Class 15 contains 80781 members 
Mstep: Class 16 contains 68877 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 90568 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21302 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35987 members 
Mstep: Class 35 contains 91502 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1543 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85254 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 94320 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 16520 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293188.000000 Penalty: 44907.519531
Iteration 306Q: 73 clusters Score -5.329319e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4102 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92962 members 
Mstep: Class 9 contains 85619 members 
Mstep: Class 10 contains 8923 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87798 members 
Mstep: Class 14 contains 5381 members 
Mstep: Class 15 contains 80838 members 
Mstep: Class 16 contains 68748 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 90606 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35774 members 
Mstep: Class 35 contains 91551 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 454 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1545 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85236 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 94023 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 17132 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293292.000000 Penalty: 44907.519531
Iteration 307Q: 73 clusters Score -5.329329e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92962 members 
Mstep: Class 9 contains 85556 members 
Mstep: Class 10 contains 8904 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87718 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 80918 members 
Mstep: Class 16 contains 68608 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 90653 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21324 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35589 members 
Mstep: Class 35 contains 91643 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 455 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1549 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85227 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 93714 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 17669 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293296.000000 Penalty: 44907.519531
Iteration 308Q: 73 clusters Score -5.32933e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4158 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92886 members 
Mstep: Class 9 contains 85477 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87642 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 80965 members 
Mstep: Class 16 contains 68455 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 90754 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21323 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35446 members 
Mstep: Class 35 contains 91758 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1560 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85215 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 93384 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 18266 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293232.000000 Penalty: 44907.519531
Iteration 309Q: 73 clusters Score -5.329323e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92807 members 
Mstep: Class 9 contains 85398 members 
Mstep: Class 10 contains 8856 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87494 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 81002 members 
Mstep: Class 16 contains 68298 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 90814 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21328 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35343 members 
Mstep: Class 35 contains 91908 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1569 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85180 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 93110 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 18883 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293092.000000 Penalty: 44907.519531
Iteration 310Q: 73 clusters Score -5.329309e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4208 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92706 members 
Mstep: Class 9 contains 85331 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87363 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 81039 members 
Mstep: Class 16 contains 68155 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 90865 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21344 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35292 members 
Mstep: Class 35 contains 92023 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1571 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85083 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 92858 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 19502 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293320.000000 Penalty: 44907.519531
Iteration 311Q: 73 clusters Score -5.329332e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92625 members 
Mstep: Class 9 contains 85254 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87209 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 81062 members 
Mstep: Class 16 contains 68025 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5122 members 
Mstep: Class 20 contains 90912 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21362 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35245 members 
Mstep: Class 35 contains 92103 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1572 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 85023 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 92591 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 20146 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292972.000000 Penalty: 44907.519531
Iteration 312Q: 73 clusters Score -5.329297e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92515 members 
Mstep: Class 9 contains 85214 members 
Mstep: Class 10 contains 8806 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 87043 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 81066 members 
Mstep: Class 16 contains 67915 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 90952 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21374 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35198 members 
Mstep: Class 35 contains 92150 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1568 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84936 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 92349 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 20847 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292980.000000 Penalty: 44907.519531
Iteration 313Q: 73 clusters Score -5.329298e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92421 members 
Mstep: Class 9 contains 85176 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86853 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 81059 members 
Mstep: Class 16 contains 67810 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 90977 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21376 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35188 members 
Mstep: Class 35 contains 92170 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1561 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84847 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 92135 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 21547 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292980.000000 Penalty: 44907.519531
Iteration 314Q: 73 clusters Score -5.329298e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4269 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92358 members 
Mstep: Class 9 contains 85164 members 
Mstep: Class 10 contains 8792 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86645 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 81030 members 
Mstep: Class 16 contains 67705 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91018 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21397 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35172 members 
Mstep: Class 35 contains 92203 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1558 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84731 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 22216 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293056.000000 Penalty: 44907.519531
Iteration 315Q: 73 clusters Score -5.329306e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92277 members 
Mstep: Class 9 contains 85165 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86427 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 80992 members 
Mstep: Class 16 contains 67562 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 91106 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21421 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35205 members 
Mstep: Class 35 contains 92198 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1559 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84625 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91692 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 22898 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293092.000000 Penalty: 44907.519531
Iteration 316Q: 73 clusters Score -5.329309e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92230 members 
Mstep: Class 9 contains 85176 members 
Mstep: Class 10 contains 8754 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 86196 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 15 contains 80973 members 
Mstep: Class 16 contains 67423 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5105 members 
Mstep: Class 20 contains 91162 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21448 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35226 members 
Mstep: Class 35 contains 92236 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1558 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84500 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91485 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 23514 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292976.000000 Penalty: 44907.519531
Iteration 317Q: 73 clusters Score -5.329298e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4300 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92159 members 
Mstep: Class 9 contains 85144 members 
Mstep: Class 10 contains 8734 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85983 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 80939 members 
Mstep: Class 16 contains 67277 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 91208 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21473 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35300 members 
Mstep: Class 35 contains 92225 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1561 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84410 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91287 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24150 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293016.000000 Penalty: 44907.519531
Iteration 318Q: 73 clusters Score -5.329302e+07 nChanged 3187
Entering ConstructFrom: 
Score: -53293016.000000 Penalty: 44907.519531
Entering ConstructFrom: 
Trying to split cluster 1 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9139.427734 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9139.428 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 86 members 
Entering Unmasked Estep 
Score: -8908.300781 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8908.301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9021.706055 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9021.706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9079.429688 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9079.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9094.120117 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9094.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9098.983398 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9098.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9104.480469 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9104.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9107.907227 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9107.907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9114.560547 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -9114.561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9114.560547 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -9114.561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -68298.578125 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -68298.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67464.203125 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -67464.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67788.242188 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -67788.24 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -67884.937500 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -67884.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67954.304688 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -67954.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67991.117188 Penalty: 633.994019
	Iteration 4Q: 3 clusters Score -67991.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68030.960938 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -68030.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68058.085938 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -68058.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -68090.898438 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -68090.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68124.390625 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -68124.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -68151.710938 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -68151.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -68171.867188 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -68171.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -68181.484375 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -68181.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -68187.750000 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -68187.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68191.062500 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -68191.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -68195.343750 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -68195.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68201.468750 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -68201.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68207.039062 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -68207.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -68212.875000 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -68212.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -68216.539062 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -68216.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -68219.890625 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -68219.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -68225.039062 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -68225.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -68228.945312 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -68228.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68235.101562 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -68235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -68242.828125 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -68242.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68247.734375 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -68247.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68250.734375 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -68250.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -68251.773438 Penalty: 633.994019
	Iteration 26Q: 3 clusters Score -68251.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -68251.960938 Penalty: 633.994019
	Iteration 27Q: 3 clusters Score -68251.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -68251.960938 Penalty: 633.994019
	Iteration 28F: 3 clusters Score -68251.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -8090.849609 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -8090.85 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 184 members 
Entering Unmasked Estep 
Score: -7733.024414 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -7733.024 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7946.458496 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -7946.458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8007.062500 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -8007.062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8040.642578 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -8040.643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8071.320312 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -8071.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8087.353027 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -8087.353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8095.001465 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -8095.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8096.683594 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -8096.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8097.990234 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -8097.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8099.321289 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -8099.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8100.719727 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -8100.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8100.719727 Penalty: 540.794739
	Iteration 11F: 3 clusters Score -8100.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 142 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 239 members 
Entering Unmasked Estep 
Score: -53292656.000000 Penalty: 45531.234375
Splitting cluster 3 changes total score from -53293016.000000 to -53292656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10663.063477 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10663.06 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 103 members 
Entering Unmasked Estep 
Score: -10403.855469 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10403.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10498.819336 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10498.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10525.282227 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10525.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10542.066406 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10542.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10558.168945 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10558.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10576.433594 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10576.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10579.932617 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10579.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10585.369141 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10585.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10590.669922 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10590.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10593.561523 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10593.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10598.169922 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10598.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10606.346680 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -10606.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10607.651367 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -10607.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10609.481445 Penalty: 483.501770
	Iteration 13Q: 3 clusters Score -10609.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10609.481445 Penalty: 483.501770
	Iteration 14F: 3 clusters Score -10609.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -29218.871094 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -29218.87 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 245 members 
Entering Unmasked Estep 
Score: -28732.628906 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -28732.63 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28843.701172 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -28843.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28897.232422 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -28897.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28930.212891 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -28930.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28951.156250 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -28951.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28969.107422 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -28969.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28983.683594 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -28983.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28994.218750 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -28994.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28999.435547 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -28999.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29003.642578 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -29003.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29005.289062 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -29005.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29005.289062 Penalty: 557.545105
	Iteration 11F: 3 clusters Score -29005.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -267846.906250 Penalty: 380.838867
	Iteration 0F: 2 clusters Score -267846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -264903.375000 Penalty: 761.677734
	Iteration 0F: 3 clusters Score -264903.4 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -265951.312500 Penalty: 761.677734
	Iteration 1F: 3 clusters Score -265951.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -266144.781250 Penalty: 761.677734
	Iteration 2F: 3 clusters Score -266144.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -266406.187500 Penalty: 761.677734
	Iteration 3F: 3 clusters Score -266406.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -266741.406250 Penalty: 761.677734
	Iteration 4F: 3 clusters Score -266741.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -267057.093750 Penalty: 761.677734
	Iteration 5F: 3 clusters Score -267057.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -267258.062500 Penalty: 761.677734
	Iteration 6F: 3 clusters Score -267258.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267368.812500 Penalty: 761.677734
	Iteration 7Q: 3 clusters Score -267368.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -267451.781250 Penalty: 761.677734
	Iteration 8Q: 3 clusters Score -267451.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267518.718750 Penalty: 761.677734
	Iteration 9Q: 3 clusters Score -267518.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267568.000000 Penalty: 761.677734
	Iteration 10Q: 3 clusters Score -267568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -267603.375000 Penalty: 761.677734
	Iteration 11Q: 3 clusters Score -267603.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267622.593750 Penalty: 761.677734
	Iteration 12Q: 3 clusters Score -267622.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -267641.468750 Penalty: 761.677734
	Iteration 13Q: 3 clusters Score -267641.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267663.593750 Penalty: 761.677734
	Iteration 14Q: 3 clusters Score -267663.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267681.093750 Penalty: 761.677734
	Iteration 15Q: 3 clusters Score -267681.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267700.125000 Penalty: 761.677734
	Iteration 16Q: 3 clusters Score -267700.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -267711.593750 Penalty: 761.677734
	Iteration 17Q: 3 clusters Score -267711.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -267716.687500 Penalty: 761.677734
	Iteration 18Q: 3 clusters Score -267716.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -267720.031250 Penalty: 761.677734
	Iteration 19Q: 3 clusters Score -267720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267722.656250 Penalty: 761.677734
	Iteration 20F: 3 clusters Score -267722.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -267726.656250 Penalty: 761.677734
	Iteration 21Q: 3 clusters Score -267726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -267731.562500 Penalty: 761.677734
	Iteration 22Q: 3 clusters Score -267731.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -267734.812500 Penalty: 761.677734
	Iteration 23Q: 3 clusters Score -267734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -267739.000000 Penalty: 761.677734
	Iteration 24Q: 3 clusters Score -267739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -267741.937500 Penalty: 761.677734
	Iteration 25Q: 3 clusters Score -267741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -267745.500000 Penalty: 761.677734
	Iteration 26Q: 3 clusters Score -267745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -267747.437500 Penalty: 761.677734
	Iteration 27Q: 3 clusters Score -267747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -267749.343750 Penalty: 761.677734
	Iteration 28Q: 3 clusters Score -267749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -267750.375000 Penalty: 761.677734
	Iteration 29Q: 3 clusters Score -267750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -267751.156250 Penalty: 761.677734
	Iteration 30Q: 3 clusters Score -267751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -267752.312500 Penalty: 761.677734
	Iteration 31Q: 3 clusters Score -267752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -267752.968750 Penalty: 761.677734
	Iteration 32Q: 3 clusters Score -267753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -267753.281250 Penalty: 761.677734
	Iteration 33Q: 3 clusters Score -267753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -267753.500000 Penalty: 761.677734
	Iteration 34Q: 3 clusters Score -267753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -267754.062500 Penalty: 761.677734
	Iteration 35Q: 3 clusters Score -267754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -267754.500000 Penalty: 761.677734
	Iteration 36Q: 3 clusters Score -267754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -267754.937500 Penalty: 761.677734
	Iteration 37Q: 3 clusters Score -267754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -267755.968750 Penalty: 761.677734
	Iteration 38Q: 3 clusters Score -267756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -267757.187500 Penalty: 761.677734
	Iteration 39Q: 3 clusters Score -267757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -267757.906250 Penalty: 761.677734
	Iteration 40F: 3 clusters Score -267757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -267758.281250 Penalty: 761.677734
	Iteration 41Q: 3 clusters Score -267758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -267759.156250 Penalty: 761.677734
	Iteration 42Q: 3 clusters Score -267759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -267759.500000 Penalty: 761.677734
	Iteration 43Q: 3 clusters Score -267759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -267759.406250 Penalty: 761.677734
	Iteration 44Q: 3 clusters Score -267759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -267759.406250 Penalty: 761.677734
	Iteration 45F: 3 clusters Score -267759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -12065.584961 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -12065.58 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 93 members 
Entering Unmasked Estep 
Score: -11776.503906 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11776.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11871.285156 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11871.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11914.406250 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11914.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11952.442383 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11952.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11989.394531 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -11989.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12025.536133 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -12025.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12068.047852 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -12068.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12089.578125 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -12089.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12094.190430 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -12094.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12096.679688 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -12096.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12096.679688 Penalty: 480.308441
	Iteration 10F: 3 clusters Score -12096.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 99 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 97 members 
Entering Unmasked Estep 
Score: -53292648.000000 Penalty: 45531.234375
Splitting cluster 7 changes total score from -53293016.000000 to -53292648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (92137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Entering Unmasked Estep 
Score: -5755248.000000 Penalty: 520.111938
	Iteration 0F: 2 clusters Score -5755248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -5694525.500000 Penalty: 1040.223877
	Iteration 0F: 3 clusters Score -5694526 nChanged 44915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -5722927.000000 Penalty: 1040.223877
	Iteration 1F: 3 clusters Score -5722927 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -5725557.500000 Penalty: 1040.223877
	Iteration 2F: 3 clusters Score -5725558 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -5730375.500000 Penalty: 1040.223877
	Iteration 3F: 3 clusters Score -5730376 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -5738586.000000 Penalty: 1040.223877
	Iteration 4F: 3 clusters Score -5738586 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -5747897.000000 Penalty: 1040.223877
	Iteration 5F: 3 clusters Score -5747897 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -5753111.000000 Penalty: 1040.223877
	Iteration 6F: 3 clusters Score -5753111 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -5754508.000000 Penalty: 1040.223877
	Iteration 7Q: 3 clusters Score -5754508 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -5754715.000000 Penalty: 1040.223877
	Iteration 8Q: 3 clusters Score -5754715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -5754808.000000 Penalty: 1040.223877
	Iteration 9Q: 3 clusters Score -5754808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -5754808.000000 Penalty: 1040.223877
	Iteration 10F: 3 clusters Score -5754808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Entering Unmasked Estep 
Score: -5260647.500000 Penalty: 516.483643
	Iteration 0F: 2 clusters Score -5260648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5204164.000000 Penalty: 1032.967285
	Iteration 0F: 3 clusters Score -5204164 nChanged 41449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -5231400.000000 Penalty: 1032.967285
	Iteration 1F: 3 clusters Score -5231400 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5233970.000000 Penalty: 1032.967285
	Iteration 2F: 3 clusters Score -5233970 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5237962.000000 Penalty: 1032.967285
	Iteration 3F: 3 clusters Score -5237962 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5243107.500000 Penalty: 1032.967285
	Iteration 4F: 3 clusters Score -5243108 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5246991.000000 Penalty: 1032.967285
	Iteration 5F: 3 clusters Score -5246991 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5248485.000000 Penalty: 1032.967285
	Iteration 6Q: 3 clusters Score -5248485 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -5248899.500000 Penalty: 1032.967285
	Iteration 7Q: 3 clusters Score -5248900 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -5249103.000000 Penalty: 1032.967285
	Iteration 8Q: 3 clusters Score -5249103 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -5249341.000000 Penalty: 1032.967285
	Iteration 9Q: 3 clusters Score -5249341 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5249547.000000 Penalty: 1032.967285
	Iteration 10Q: 3 clusters Score -5249547 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -5249720.500000 Penalty: 1032.967285
	Iteration 11Q: 3 clusters Score -5249720 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5249891.500000 Penalty: 1032.967285
	Iteration 12Q: 3 clusters Score -5249892 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -5250028.500000 Penalty: 1032.967285
	Iteration 13Q: 3 clusters Score -5250028 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -5250193.500000 Penalty: 1032.967285
	Iteration 14Q: 3 clusters Score -5250194 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5250388.500000 Penalty: 1032.967285
	Iteration 15Q: 3 clusters Score -5250388 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5250510.000000 Penalty: 1032.967285
	Iteration 16Q: 3 clusters Score -5250510 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5250702.500000 Penalty: 1032.967285
	Iteration 17Q: 3 clusters Score -5250702 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -5250850.500000 Penalty: 1032.967285
	Iteration 18Q: 3 clusters Score -5250850 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -5251062.500000 Penalty: 1032.967285
	Iteration 19Q: 3 clusters Score -5251062 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5251289.500000 Penalty: 1032.967285
	Iteration 20F: 3 clusters Score -5251290 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5251573.000000 Penalty: 1032.967285
	Iteration 21Q: 3 clusters Score -5251573 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5251898.500000 Penalty: 1032.967285
	Iteration 22Q: 3 clusters Score -5251898 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5252269.500000 Penalty: 1032.967285
	Iteration 23Q: 3 clusters Score -5252270 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5252662.000000 Penalty: 1032.967285
	Iteration 24Q: 3 clusters Score -5252662 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5253105.500000 Penalty: 1032.967285
	Iteration 25Q: 3 clusters Score -5253106 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5253617.000000 Penalty: 1032.967285
	Iteration 26Q: 3 clusters Score -5253617 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5254206.500000 Penalty: 1032.967285
	Iteration 27Q: 3 clusters Score -5254206 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5254786.500000 Penalty: 1032.967285
	Iteration 28Q: 3 clusters Score -5254786 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5255269.500000 Penalty: 1032.967285
	Iteration 29Q: 3 clusters Score -5255270 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71516 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5255756.000000 Penalty: 1032.967285
	Iteration 30Q: 3 clusters Score -5255756 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5256199.500000 Penalty: 1032.967285
	Iteration 31Q: 3 clusters Score -5256200 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -5256575.000000 Penalty: 1032.967285
	Iteration 32Q: 3 clusters Score -5256575 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5256968.500000 Penalty: 1032.967285
	Iteration 33Q: 3 clusters Score -5256968 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5257389.500000 Penalty: 1032.967285
	Iteration 34Q: 3 clusters Score -5257390 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -5257759.000000 Penalty: 1032.967285
	Iteration 35Q: 3 clusters Score -5257759 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -5258095.000000 Penalty: 1032.967285
	Iteration 36Q: 3 clusters Score -5258095 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -5258353.500000 Penalty: 1032.967285
	Iteration 37Q: 3 clusters Score -5258354 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5258639.500000 Penalty: 1032.967285
	Iteration 38Q: 3 clusters Score -5258640 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5258930.500000 Penalty: 1032.967285
	Iteration 39Q: 3 clusters Score -5258930 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5259217.500000 Penalty: 1032.967285
	Iteration 40F: 3 clusters Score -5259218 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5259423.500000 Penalty: 1032.967285
	Iteration 41Q: 3 clusters Score -5259424 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5259614.500000 Penalty: 1032.967285
	Iteration 42Q: 3 clusters Score -5259614 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5259756.500000 Penalty: 1032.967285
	Iteration 43Q: 3 clusters Score -5259756 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5259860.500000 Penalty: 1032.967285
	Iteration 44Q: 3 clusters Score -5259860 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5259917.500000 Penalty: 1032.967285
	Iteration 45Q: 3 clusters Score -5259918 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5260026.500000 Penalty: 1032.967285
	Iteration 46Q: 3 clusters Score -5260026 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5260082.500000 Penalty: 1032.967285
	Iteration 47Q: 3 clusters Score -5260082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5260127.000000 Penalty: 1032.967285
	Iteration 48Q: 3 clusters Score -5260127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5260152.500000 Penalty: 1032.967285
	Iteration 49Q: 3 clusters Score -5260152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5260176.000000 Penalty: 1032.967285
	Iteration 50Q: 3 clusters Score -5260176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5260191.500000 Penalty: 1032.967285
	Iteration 51Q: 3 clusters Score -5260192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5260198.500000 Penalty: 1032.967285
	Iteration 52Q: 3 clusters Score -5260198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5260213.000000 Penalty: 1032.967285
	Iteration 53Q: 3 clusters Score -5260213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5260217.500000 Penalty: 1032.967285
	Iteration 54Q: 3 clusters Score -5260218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5260211.000000 Penalty: 1032.967285
	Iteration 55Q: 3 clusters Score -5260211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5260220.500000 Penalty: 1032.967285
	Iteration 56Q: 3 clusters Score -5260220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5260216.000000 Penalty: 1032.967285
	Iteration 57Q: 3 clusters Score -5260216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5260212.000000 Penalty: 1032.967285
	Iteration 58Q: 3 clusters Score -5260212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5260211.000000 Penalty: 1032.967285
	Iteration 59Q: 3 clusters Score -5260211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5260211.000000 Penalty: 1032.967285
	Iteration 60F: 3 clusters Score -5260211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -549545.187500 Penalty: 412.807220
	Iteration 0F: 2 clusters Score -549545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -543589.187500 Penalty: 825.614441
	Iteration 0F: 3 clusters Score -543589.2 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -545907.187500 Penalty: 825.614441
	Iteration 1F: 3 clusters Score -545907.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -546092.000000 Penalty: 825.614441
	Iteration 2F: 3 clusters Score -546092 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -546303.875000 Penalty: 825.614441
	Iteration 3F: 3 clusters Score -546303.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -546610.875000 Penalty: 825.614441
	Iteration 4F: 3 clusters Score -546610.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -547078.687500 Penalty: 825.614441
	Iteration 5F: 3 clusters Score -547078.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -547559.750000 Penalty: 825.614441
	Iteration 6F: 3 clusters Score -547559.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -547920.812500 Penalty: 825.614441
	Iteration 7F: 3 clusters Score -547920.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -548122.750000 Penalty: 825.614441
	Iteration 8Q: 3 clusters Score -548122.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -548238.375000 Penalty: 825.614441
	Iteration 9Q: 3 clusters Score -548238.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -548322.312500 Penalty: 825.614441
	Iteration 10Q: 3 clusters Score -548322.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -548396.875000 Penalty: 825.614441
	Iteration 11Q: 3 clusters Score -548396.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -548471.812500 Penalty: 825.614441
	Iteration 12Q: 3 clusters Score -548471.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -548547.812500 Penalty: 825.614441
	Iteration 13Q: 3 clusters Score -548547.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -548622.000000 Penalty: 825.614441
	Iteration 14Q: 3 clusters Score -548622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -548682.000000 Penalty: 825.614441
	Iteration 15Q: 3 clusters Score -548682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -548737.812500 Penalty: 825.614441
	Iteration 16Q: 3 clusters Score -548737.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -548798.187500 Penalty: 825.614441
	Iteration 17Q: 3 clusters Score -548798.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -548856.625000 Penalty: 825.614441
	Iteration 18Q: 3 clusters Score -548856.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -548908.437500 Penalty: 825.614441
	Iteration 19Q: 3 clusters Score -548908.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -548958.062500 Penalty: 825.614441
	Iteration 20F: 3 clusters Score -548958.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -549001.875000 Penalty: 825.614441
	Iteration 21Q: 3 clusters Score -549001.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -549040.250000 Penalty: 825.614441
	Iteration 22Q: 3 clusters Score -549040.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -549076.687500 Penalty: 825.614441
	Iteration 23Q: 3 clusters Score -549076.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -549111.875000 Penalty: 825.614441
	Iteration 24Q: 3 clusters Score -549111.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -549143.125000 Penalty: 825.614441
	Iteration 25Q: 3 clusters Score -549143.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -549171.437500 Penalty: 825.614441
	Iteration 26Q: 3 clusters Score -549171.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -549198.562500 Penalty: 825.614441
	Iteration 27Q: 3 clusters Score -549198.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -549218.187500 Penalty: 825.614441
	Iteration 28Q: 3 clusters Score -549218.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -549229.187500 Penalty: 825.614441
	Iteration 29Q: 3 clusters Score -549229.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -549237.125000 Penalty: 825.614441
	Iteration 30Q: 3 clusters Score -549237.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -549244.625000 Penalty: 825.614441
	Iteration 31Q: 3 clusters Score -549244.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -549250.750000 Penalty: 825.614441
	Iteration 32Q: 3 clusters Score -549250.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -549255.500000 Penalty: 825.614441
	Iteration 33Q: 3 clusters Score -549255.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -549259.062500 Penalty: 825.614441
	Iteration 34Q: 3 clusters Score -549259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -549261.687500 Penalty: 825.614441
	Iteration 35Q: 3 clusters Score -549261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -549266.000000 Penalty: 825.614441
	Iteration 36Q: 3 clusters Score -549266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -549270.187500 Penalty: 825.614441
	Iteration 37Q: 3 clusters Score -549270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -549272.625000 Penalty: 825.614441
	Iteration 38Q: 3 clusters Score -549272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -549274.000000 Penalty: 825.614441
	Iteration 39Q: 3 clusters Score -549274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -549274.375000 Penalty: 825.614441
	Iteration 40F: 3 clusters Score -549274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -549275.312500 Penalty: 825.614441
	Iteration 41Q: 3 clusters Score -549275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -549277.125000 Penalty: 825.614441
	Iteration 42Q: 3 clusters Score -549277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -549279.187500 Penalty: 825.614441
	Iteration 43Q: 3 clusters Score -549279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -549280.687500 Penalty: 825.614441
	Iteration 44Q: 3 clusters Score -549280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -549281.875000 Penalty: 825.614441
	Iteration 45Q: 3 clusters Score -549281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -549282.187500 Penalty: 825.614441
	Iteration 46Q: 3 clusters Score -549282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -549281.937500 Penalty: 825.614441
	Iteration 47Q: 3 clusters Score -549281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -549281.937500 Penalty: 825.614441
	Iteration 48F: 3 clusters Score -549281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9582.993164 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9582.993 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 92 members 
Entering Unmasked Estep 
Score: -9343.146484 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9343.146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9434.903320 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9434.903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9460.291992 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9460.292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9488.263672 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -9488.264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9559.726562 Penalty: 475.542938
	Iteration 4F: 3 clusters Score -9559.727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9581.871094 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9581.871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9583.614258 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9583.614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9583.614258 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -9583.614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 116 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 70 members 
Entering Unmasked Estep 
Score: -53292612.000000 Penalty: 45531.234375
Splitting cluster 11 changes total score from -53293016.000000 to -53292612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -13558.305664 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -13558.31 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 90 members 
Entering Unmasked Estep 
Score: -13270.542969 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -13270.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13336.626953 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -13336.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13384.032227 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -13384.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13425.107422 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -13425.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13459.242188 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -13459.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13473.973633 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -13473.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13481.668945 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -13481.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13481.668945 Penalty: 480.308441
	Iteration 7F: 3 clusters Score -13481.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Entering Unmasked Estep 
Score: -5334712.000000 Penalty: 516.856445
	Iteration 0F: 2 clusters Score -5334712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5277845.500000 Penalty: 1033.712891
	Iteration 0F: 3 clusters Score -5277846 nChanged 41772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5302501.000000 Penalty: 1033.712891
	Iteration 1F: 3 clusters Score -5302501 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5303452.500000 Penalty: 1033.712891
	Iteration 2Q: 3 clusters Score -5303452 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -5304803.000000 Penalty: 1033.712891
	Iteration 3Q: 3 clusters Score -5304803 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -5307039.000000 Penalty: 1033.712891
	Iteration 4F: 3 clusters Score -5307039 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5310973.500000 Penalty: 1033.712891
	Iteration 5F: 3 clusters Score -5310974 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -5316902.000000 Penalty: 1033.712891
	Iteration 6F: 3 clusters Score -5316902 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5323629.500000 Penalty: 1033.712891
	Iteration 7F: 3 clusters Score -5323630 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -5328668.000000 Penalty: 1033.712891
	Iteration 8F: 3 clusters Score -5328668 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5331208.000000 Penalty: 1033.712891
	Iteration 9Q: 3 clusters Score -5331208 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5332506.500000 Penalty: 1033.712891
	Iteration 10Q: 3 clusters Score -5332506 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5333256.500000 Penalty: 1033.712891
	Iteration 11Q: 3 clusters Score -5333256 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5333689.500000 Penalty: 1033.712891
	Iteration 12Q: 3 clusters Score -5333690 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5333961.500000 Penalty: 1033.712891
	Iteration 13Q: 3 clusters Score -5333962 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5334096.000000 Penalty: 1033.712891
	Iteration 14Q: 3 clusters Score -5334096 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5334179.000000 Penalty: 1033.712891
	Iteration 15Q: 3 clusters Score -5334179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5334224.500000 Penalty: 1033.712891
	Iteration 16Q: 3 clusters Score -5334224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5334241.500000 Penalty: 1033.712891
	Iteration 17Q: 3 clusters Score -5334242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5334248.000000 Penalty: 1033.712891
	Iteration 18Q: 3 clusters Score -5334248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5334263.000000 Penalty: 1033.712891
	Iteration 19Q: 3 clusters Score -5334263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5334270.000000 Penalty: 1033.712891
	Iteration 20F: 3 clusters Score -5334270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5334279.500000 Penalty: 1033.712891
	Iteration 21Q: 3 clusters Score -5334280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5334278.500000 Penalty: 1033.712891
	Iteration 22Q: 3 clusters Score -5334278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5334292.000000 Penalty: 1033.712891
	Iteration 23Q: 3 clusters Score -5334292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5334292.500000 Penalty: 1033.712891
	Iteration 24Q: 3 clusters Score -5334292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5334295.000000 Penalty: 1033.712891
	Iteration 25Q: 3 clusters Score -5334295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5334299.500000 Penalty: 1033.712891
	Iteration 26Q: 3 clusters Score -5334300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5334299.000000 Penalty: 1033.712891
	Iteration 27Q: 3 clusters Score -5334299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5334299.500000 Penalty: 1033.712891
	Iteration 28Q: 3 clusters Score -5334300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5334301.500000 Penalty: 1033.712891
	Iteration 29Q: 3 clusters Score -5334302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5334300.500000 Penalty: 1033.712891
	Iteration 30Q: 3 clusters Score -5334300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5334301.000000 Penalty: 1033.712891
	Iteration 31Q: 3 clusters Score -5334301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5334303.500000 Penalty: 1033.712891
	Iteration 32Q: 3 clusters Score -5334304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5334306.000000 Penalty: 1033.712891
	Iteration 33Q: 3 clusters Score -5334306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5334310.500000 Penalty: 1033.712891
	Iteration 34Q: 3 clusters Score -5334310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5334307.000000 Penalty: 1033.712891
	Iteration 35Q: 3 clusters Score -5334307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5334308.000000 Penalty: 1033.712891
	Iteration 36Q: 3 clusters Score -5334308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5334306.500000 Penalty: 1033.712891
	Iteration 37Q: 3 clusters Score -5334306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5334306.500000 Penalty: 1033.712891
	Iteration 38F: 3 clusters Score -5334306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -337675.968750 Penalty: 391.386536
	Iteration 0F: 2 clusters Score -337676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -334054.156250 Penalty: 782.773071
	Iteration 0F: 3 clusters Score -334054.2 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -335740.468750 Penalty: 782.773071
	Iteration 1F: 3 clusters Score -335740.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -336313.281250 Penalty: 782.773071
	Iteration 2F: 3 clusters Score -336313.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -336906.312500 Penalty: 782.773071
	Iteration 3F: 3 clusters Score -336906.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -337308.031250 Penalty: 782.773071
	Iteration 4F: 3 clusters Score -337308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -337541.625000 Penalty: 782.773071
	Iteration 5Q: 3 clusters Score -337541.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -337635.281250 Penalty: 782.773071
	Iteration 6Q: 3 clusters Score -337635.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -337659.937500 Penalty: 782.773071
	Iteration 7Q: 3 clusters Score -337659.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -337671.750000 Penalty: 782.773071
	Iteration 8Q: 3 clusters Score -337671.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -337678.312500 Penalty: 782.773071
	Iteration 9Q: 3 clusters Score -337678.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -337682.093750 Penalty: 782.773071
	Iteration 10Q: 3 clusters Score -337682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -337682.937500 Penalty: 782.773071
	Iteration 11Q: 3 clusters Score -337682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -337684.843750 Penalty: 782.773071
	Iteration 12Q: 3 clusters Score -337684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -337685.906250 Penalty: 782.773071
	Iteration 13Q: 3 clusters Score -337685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -337687.656250 Penalty: 782.773071
	Iteration 14Q: 3 clusters Score -337687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -337688.281250 Penalty: 782.773071
	Iteration 15Q: 3 clusters Score -337688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -337688.375000 Penalty: 782.773071
	Iteration 16Q: 3 clusters Score -337688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -337688.375000 Penalty: 782.773071
	Iteration 17F: 3 clusters Score -337688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 4730 members 
Entering Unmasked Estep 
Score: -53292816.000000 Penalty: 45531.234375
Splitting cluster 14 changes total score from -53293016.000000 to -53292816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (80837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Entering Unmasked Estep 
Score: -4997354.000000 Penalty: 514.158630
	Iteration 0F: 2 clusters Score -4997354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4943156.500000 Penalty: 1028.317261
	Iteration 0F: 3 clusters Score -4943156 nChanged 39415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -4969283.500000 Penalty: 1028.317261
	Iteration 1F: 3 clusters Score -4969284 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -4971748.000000 Penalty: 1028.317261
	Iteration 2F: 3 clusters Score -4971748 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -4974902.500000 Penalty: 1028.317261
	Iteration 3F: 3 clusters Score -4974902 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -4978623.000000 Penalty: 1028.317261
	Iteration 4F: 3 clusters Score -4978623 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -4982222.500000 Penalty: 1028.317261
	Iteration 5F: 3 clusters Score -4982222 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -4984552.500000 Penalty: 1028.317261
	Iteration 6F: 3 clusters Score -4984552 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -4985577.500000 Penalty: 1028.317261
	Iteration 7Q: 3 clusters Score -4985578 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -4985969.500000 Penalty: 1028.317261
	Iteration 8Q: 3 clusters Score -4985970 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -4986228.500000 Penalty: 1028.317261
	Iteration 9Q: 3 clusters Score -4986228 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -4986493.500000 Penalty: 1028.317261
	Iteration 10Q: 3 clusters Score -4986494 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -4986759.500000 Penalty: 1028.317261
	Iteration 11Q: 3 clusters Score -4986760 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -4987096.000000 Penalty: 1028.317261
	Iteration 12Q: 3 clusters Score -4987096 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -4987507.000000 Penalty: 1028.317261
	Iteration 13Q: 3 clusters Score -4987507 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -4987968.000000 Penalty: 1028.317261
	Iteration 14Q: 3 clusters Score -4987968 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -4988465.500000 Penalty: 1028.317261
	Iteration 15Q: 3 clusters Score -4988466 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -4989115.500000 Penalty: 1028.317261
	Iteration 16Q: 3 clusters Score -4989116 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -4989826.500000 Penalty: 1028.317261
	Iteration 17Q: 3 clusters Score -4989826 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -4990634.000000 Penalty: 1028.317261
	Iteration 18Q: 3 clusters Score -4990634 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -4991500.000000 Penalty: 1028.317261
	Iteration 19Q: 3 clusters Score -4991500 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -4992451.000000 Penalty: 1028.317261
	Iteration 20F: 3 clusters Score -4992451 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -4993391.500000 Penalty: 1028.317261
	Iteration 21Q: 3 clusters Score -4993392 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -4994273.000000 Penalty: 1028.317261
	Iteration 22Q: 3 clusters Score -4994273 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -4994998.500000 Penalty: 1028.317261
	Iteration 23Q: 3 clusters Score -4994998 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -4995542.500000 Penalty: 1028.317261
	Iteration 24Q: 3 clusters Score -4995542 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -4995973.500000 Penalty: 1028.317261
	Iteration 25Q: 3 clusters Score -4995974 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -4996247.500000 Penalty: 1028.317261
	Iteration 26Q: 3 clusters Score -4996248 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -4996488.000000 Penalty: 1028.317261
	Iteration 27Q: 3 clusters Score -4996488 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -4996622.500000 Penalty: 1028.317261
	Iteration 28Q: 3 clusters Score -4996622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -4996736.000000 Penalty: 1028.317261
	Iteration 29Q: 3 clusters Score -4996736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -4996795.500000 Penalty: 1028.317261
	Iteration 30Q: 3 clusters Score -4996796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -4996851.000000 Penalty: 1028.317261
	Iteration 31Q: 3 clusters Score -4996851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -4996863.000000 Penalty: 1028.317261
	Iteration 32Q: 3 clusters Score -4996863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -4996882.500000 Penalty: 1028.317261
	Iteration 33Q: 3 clusters Score -4996882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -4996895.000000 Penalty: 1028.317261
	Iteration 34Q: 3 clusters Score -4996895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -4996907.000000 Penalty: 1028.317261
	Iteration 35Q: 3 clusters Score -4996907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -4996905.500000 Penalty: 1028.317261
	Iteration 36Q: 3 clusters Score -4996906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -4996918.500000 Penalty: 1028.317261
	Iteration 37Q: 3 clusters Score -4996918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -4996927.000000 Penalty: 1028.317261
	Iteration 38Q: 3 clusters Score -4996927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -4996931.000000 Penalty: 1028.317261
	Iteration 39Q: 3 clusters Score -4996931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -4996932.500000 Penalty: 1028.317261
	Iteration 40F: 3 clusters Score -4996932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -4996931.000000 Penalty: 1028.317261
	Iteration 41Q: 3 clusters Score -4996931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -4996929.500000 Penalty: 1028.317261
	Iteration 42Q: 3 clusters Score -4996930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -4996931.500000 Penalty: 1028.317261
	Iteration 43Q: 3 clusters Score -4996932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -4996935.000000 Penalty: 1028.317261
	Iteration 44Q: 3 clusters Score -4996935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -4996941.500000 Penalty: 1028.317261
	Iteration 45Q: 3 clusters Score -4996942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -4996946.000000 Penalty: 1028.317261
	Iteration 46Q: 3 clusters Score -4996946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -4996942.500000 Penalty: 1028.317261
	Iteration 47Q: 3 clusters Score -4996942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -4996941.000000 Penalty: 1028.317261
	Iteration 48Q: 3 clusters Score -4996941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -4996941.000000 Penalty: 1028.317261
	Iteration 49Q: 3 clusters Score -4996941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -4996943.000000 Penalty: 1028.317261
	Iteration 50Q: 3 clusters Score -4996943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -4996944.000000 Penalty: 1028.317261
	Iteration 51Q: 3 clusters Score -4996944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -4996946.000000 Penalty: 1028.317261
	Iteration 52Q: 3 clusters Score -4996946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -4996947.000000 Penalty: 1028.317261
	Iteration 53Q: 3 clusters Score -4996947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -4996949.000000 Penalty: 1028.317261
	Iteration 54Q: 3 clusters Score -4996949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -4996952.500000 Penalty: 1028.317261
	Iteration 55Q: 3 clusters Score -4996952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -4996953.000000 Penalty: 1028.317261
	Iteration 56Q: 3 clusters Score -4996953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -4996956.500000 Penalty: 1028.317261
	Iteration 57Q: 3 clusters Score -4996956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -4996958.000000 Penalty: 1028.317261
	Iteration 58Q: 3 clusters Score -4996958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -4996957.000000 Penalty: 1028.317261
	Iteration 59Q: 3 clusters Score -4996957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -4996957.500000 Penalty: 1028.317261
	Iteration 60F: 3 clusters Score -4996958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -4996959.000000 Penalty: 1028.317261
	Iteration 61Q: 3 clusters Score -4996959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -4996960.000000 Penalty: 1028.317261
	Iteration 62Q: 3 clusters Score -4996960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -4996960.000000 Penalty: 1028.317261
	Iteration 63F: 3 clusters Score -4996960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Entering Unmasked Estep 
Score: -4105325.750000 Penalty: 505.695099
	Iteration 0F: 2 clusters Score -4105326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4060005.250000 Penalty: 1011.390198
	Iteration 0F: 3 clusters Score -4060005 nChanged 32663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4081777.750000 Penalty: 1011.390198
	Iteration 1F: 3 clusters Score -4081778 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4084658.250000 Penalty: 1011.390198
	Iteration 2F: 3 clusters Score -4084658 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4088780.500000 Penalty: 1011.390198
	Iteration 3F: 3 clusters Score -4088780 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4092579.250000 Penalty: 1011.390198
	Iteration 4F: 3 clusters Score -4092579 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4094503.250000 Penalty: 1011.390198
	Iteration 5F: 3 clusters Score -4094503 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4095231.000000 Penalty: 1011.390198
	Iteration 6Q: 3 clusters Score -4095231 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4095675.250000 Penalty: 1011.390198
	Iteration 7Q: 3 clusters Score -4095675 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4096096.250000 Penalty: 1011.390198
	Iteration 8Q: 3 clusters Score -4096096 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -4096497.250000 Penalty: 1011.390198
	Iteration 9Q: 3 clusters Score -4096497 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4096981.750000 Penalty: 1011.390198
	Iteration 10Q: 3 clusters Score -4096982 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4097520.500000 Penalty: 1011.390198
	Iteration 11Q: 3 clusters Score -4097520 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4098064.000000 Penalty: 1011.390198
	Iteration 12Q: 3 clusters Score -4098064 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4098651.750000 Penalty: 1011.390198
	Iteration 13Q: 3 clusters Score -4098652 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4099276.750000 Penalty: 1011.390198
	Iteration 14Q: 3 clusters Score -4099277 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4099897.500000 Penalty: 1011.390198
	Iteration 15Q: 3 clusters Score -4099898 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -4100522.250000 Penalty: 1011.390198
	Iteration 16Q: 3 clusters Score -4100522 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4101147.000000 Penalty: 1011.390198
	Iteration 17Q: 3 clusters Score -4101147 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4101650.750000 Penalty: 1011.390198
	Iteration 18Q: 3 clusters Score -4101651 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4102079.250000 Penalty: 1011.390198
	Iteration 19Q: 3 clusters Score -4102079 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4102500.250000 Penalty: 1011.390198
	Iteration 20F: 3 clusters Score -4102500 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4102891.500000 Penalty: 1011.390198
	Iteration 21Q: 3 clusters Score -4102892 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4103238.500000 Penalty: 1011.390198
	Iteration 22Q: 3 clusters Score -4103238 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4103546.250000 Penalty: 1011.390198
	Iteration 23Q: 3 clusters Score -4103546 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4103818.500000 Penalty: 1011.390198
	Iteration 24Q: 3 clusters Score -4103818 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4104040.250000 Penalty: 1011.390198
	Iteration 25Q: 3 clusters Score -4104040 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4104219.750000 Penalty: 1011.390198
	Iteration 26Q: 3 clusters Score -4104220 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4104373.000000 Penalty: 1011.390198
	Iteration 27Q: 3 clusters Score -4104373 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4104472.000000 Penalty: 1011.390198
	Iteration 28Q: 3 clusters Score -4104472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4104589.750000 Penalty: 1011.390198
	Iteration 29Q: 3 clusters Score -4104590 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4104687.750000 Penalty: 1011.390198
	Iteration 30Q: 3 clusters Score -4104688 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4104766.000000 Penalty: 1011.390198
	Iteration 31Q: 3 clusters Score -4104766 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4104835.250000 Penalty: 1011.390198
	Iteration 32Q: 3 clusters Score -4104835 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4104875.750000 Penalty: 1011.390198
	Iteration 33Q: 3 clusters Score -4104876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4104940.750000 Penalty: 1011.390198
	Iteration 34Q: 3 clusters Score -4104941 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4104990.000000 Penalty: 1011.390198
	Iteration 35Q: 3 clusters Score -4104990 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4105022.500000 Penalty: 1011.390198
	Iteration 36Q: 3 clusters Score -4105022 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4105074.500000 Penalty: 1011.390198
	Iteration 37Q: 3 clusters Score -4105074 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4105124.500000 Penalty: 1011.390198
	Iteration 38Q: 3 clusters Score -4105124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4105157.750000 Penalty: 1011.390198
	Iteration 39Q: 3 clusters Score -4105158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4105187.000000 Penalty: 1011.390198
	Iteration 40F: 3 clusters Score -4105187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4105218.000000 Penalty: 1011.390198
	Iteration 41Q: 3 clusters Score -4105218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4105225.500000 Penalty: 1011.390198
	Iteration 42Q: 3 clusters Score -4105226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4105250.250000 Penalty: 1011.390198
	Iteration 43Q: 3 clusters Score -4105250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4105266.000000 Penalty: 1011.390198
	Iteration 44Q: 3 clusters Score -4105266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4105261.000000 Penalty: 1011.390198
	Iteration 45Q: 3 clusters Score -4105261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4105284.000000 Penalty: 1011.390198
	Iteration 46Q: 3 clusters Score -4105284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4105303.750000 Penalty: 1011.390198
	Iteration 47Q: 3 clusters Score -4105304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4105311.750000 Penalty: 1011.390198
	Iteration 48Q: 3 clusters Score -4105312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4105312.750000 Penalty: 1011.390198
	Iteration 49Q: 3 clusters Score -4105313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4105309.750000 Penalty: 1011.390198
	Iteration 50Q: 3 clusters Score -4105310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4105310.000000 Penalty: 1011.390198
	Iteration 51Q: 3 clusters Score -4105310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4105311.000000 Penalty: 1011.390198
	Iteration 52Q: 3 clusters Score -4105311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4105318.500000 Penalty: 1011.390198
	Iteration 53Q: 3 clusters Score -4105318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4105327.000000 Penalty: 1011.390198
	Iteration 54Q: 3 clusters Score -4105327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4105325.750000 Penalty: 1011.390198
	Iteration 55Q: 3 clusters Score -4105326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4105330.250000 Penalty: 1011.390198
	Iteration 56Q: 3 clusters Score -4105330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4105329.250000 Penalty: 1011.390198
	Iteration 57Q: 3 clusters Score -4105329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4105335.250000 Penalty: 1011.390198
	Iteration 58Q: 3 clusters Score -4105335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4105330.250000 Penalty: 1011.390198
	Iteration 59Q: 3 clusters Score -4105330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4105331.000000 Penalty: 1011.390198
	Iteration 60F: 3 clusters Score -4105331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4105331.250000 Penalty: 1011.390198
	Iteration 61Q: 3 clusters Score -4105331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4105330.500000 Penalty: 1011.390198
	Iteration 62Q: 3 clusters Score -4105330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4105334.500000 Penalty: 1011.390198
	Iteration 63Q: 3 clusters Score -4105334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4105338.750000 Penalty: 1011.390198
	Iteration 64Q: 3 clusters Score -4105339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4105342.000000 Penalty: 1011.390198
	Iteration 65Q: 3 clusters Score -4105342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4105340.500000 Penalty: 1011.390198
	Iteration 66Q: 3 clusters Score -4105340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4105337.000000 Penalty: 1011.390198
	Iteration 67Q: 3 clusters Score -4105337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4105336.000000 Penalty: 1011.390198
	Iteration 68Q: 3 clusters Score -4105336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4105340.000000 Penalty: 1011.390198
	Iteration 69Q: 3 clusters Score -4105340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4105342.750000 Penalty: 1011.390198
	Iteration 70Q: 3 clusters Score -4105343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4105339.250000 Penalty: 1011.390198
	Iteration 71Q: 3 clusters Score -4105339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4105337.250000 Penalty: 1011.390198
	Iteration 72Q: 3 clusters Score -4105337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4105338.250000 Penalty: 1011.390198
	Iteration 73Q: 3 clusters Score -4105338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4105337.000000 Penalty: 1011.390198
	Iteration 74Q: 3 clusters Score -4105337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4105339.500000 Penalty: 1011.390198
	Iteration 75Q: 3 clusters Score -4105340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4105335.250000 Penalty: 1011.390198
	Iteration 76Q: 3 clusters Score -4105335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4105337.750000 Penalty: 1011.390198
	Iteration 77Q: 3 clusters Score -4105338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4105336.500000 Penalty: 1011.390198
	Iteration 78Q: 3 clusters Score -4105336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4105337.500000 Penalty: 1011.390198
	Iteration 79Q: 3 clusters Score -4105338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4105337.500000 Penalty: 1011.390198
	Iteration 80F: 3 clusters Score -4105338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 66035 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 1081 members 
Entering Unmasked Estep 
Score: -53292868.000000 Penalty: 45531.234375
Splitting cluster 16 changes total score from -53293016.000000 to -53292868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7898.053711 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7898.054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7669.129395 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7669.129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7707.214355 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7707.214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7721.439453 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -7721.439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7737.785156 Penalty: 443.642975
	Iteration 3F: 3 clusters Score -7737.785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7744.756836 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7744.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7744.756836 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7744.757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40464.332031 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40464.33 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40617.714844 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40617.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40665.378906 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40665.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40696.687500 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -40696.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40717.937500 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40717.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40734.105469 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40734.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40758.578125 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40758.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40775.042969 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40775.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40794.855469 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40794.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40808.308594 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40808.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40818.996094 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40826.753906 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40826.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40829.832031 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40829.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -40831.679688 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40831.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40833.835938 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40833.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40836.078125 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40836.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40838.058594 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -40838.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -40840.925781 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -40840.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40844.425781 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -40844.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40847.457031 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -40847.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40849.054688 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -40849.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40849.957031 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -40849.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40854.609375 Penalty: 585.543701
	Iteration 22Q: 3 clusters Score -40854.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40858.289062 Penalty: 585.543701
	Iteration 23Q: 3 clusters Score -40858.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40860.574219 Penalty: 585.543701
	Iteration 24Q: 3 clusters Score -40860.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40861.511719 Penalty: 585.543701
	Iteration 25Q: 3 clusters Score -40861.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40861.511719 Penalty: 585.543701
	Iteration 26F: 3 clusters Score -40861.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -308684.812500 Penalty: 388.575806
	Iteration 0F: 2 clusters Score -308684.8 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 2546 members 
Entering Unmasked Estep 
Score: -305241.437500 Penalty: 777.151611
	Iteration 0F: 3 clusters Score -305241.4 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -306679.343750 Penalty: 777.151611
	Iteration 1F: 3 clusters Score -306679.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -306963.281250 Penalty: 777.151611
	Iteration 2F: 3 clusters Score -306963.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -307286.906250 Penalty: 777.151611
	Iteration 3F: 3 clusters Score -307286.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -307634.281250 Penalty: 777.151611
	Iteration 4F: 3 clusters Score -307634.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -307853.843750 Penalty: 777.151611
	Iteration 5F: 3 clusters Score -307853.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -307971.875000 Penalty: 777.151611
	Iteration 6Q: 3 clusters Score -307971.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -308030.781250 Penalty: 777.151611
	Iteration 7Q: 3 clusters Score -308030.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -308065.281250 Penalty: 777.151611
	Iteration 8Q: 3 clusters Score -308065.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -308088.656250 Penalty: 777.151611
	Iteration 9Q: 3 clusters Score -308088.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -308101.218750 Penalty: 777.151611
	Iteration 10Q: 3 clusters Score -308101.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -308107.156250 Penalty: 777.151611
	Iteration 11Q: 3 clusters Score -308107.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -308111.843750 Penalty: 777.151611
	Iteration 12Q: 3 clusters Score -308111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -308116.312500 Penalty: 777.151611
	Iteration 13Q: 3 clusters Score -308116.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -308122.812500 Penalty: 777.151611
	Iteration 14Q: 3 clusters Score -308122.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -308128.000000 Penalty: 777.151611
	Iteration 15Q: 3 clusters Score -308128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -308132.000000 Penalty: 777.151611
	Iteration 16Q: 3 clusters Score -308132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -308134.531250 Penalty: 777.151611
	Iteration 17Q: 3 clusters Score -308134.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -308138.343750 Penalty: 777.151611
	Iteration 18Q: 3 clusters Score -308138.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -308139.156250 Penalty: 777.151611
	Iteration 19Q: 3 clusters Score -308139.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -308141.218750 Penalty: 777.151611
	Iteration 20F: 3 clusters Score -308141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -308142.187500 Penalty: 777.151611
	Iteration 21Q: 3 clusters Score -308142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -308143.218750 Penalty: 777.151611
	Iteration 22Q: 3 clusters Score -308143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -308145.625000 Penalty: 777.151611
	Iteration 23Q: 3 clusters Score -308145.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -308148.468750 Penalty: 777.151611
	Iteration 24Q: 3 clusters Score -308148.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -308150.218750 Penalty: 777.151611
	Iteration 25Q: 3 clusters Score -308150.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -308150.968750 Penalty: 777.151611
	Iteration 26Q: 3 clusters Score -308151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -308152.250000 Penalty: 777.151611
	Iteration 27Q: 3 clusters Score -308152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -308153.875000 Penalty: 777.151611
	Iteration 28Q: 3 clusters Score -308153.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -308157.468750 Penalty: 777.151611
	Iteration 29Q: 3 clusters Score -308157.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -308161.312500 Penalty: 777.151611
	Iteration 30Q: 3 clusters Score -308161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -308163.437500 Penalty: 777.151611
	Iteration 31Q: 3 clusters Score -308163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -308164.968750 Penalty: 777.151611
	Iteration 32Q: 3 clusters Score -308165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -308167.156250 Penalty: 777.151611
	Iteration 33Q: 3 clusters Score -308167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -308168.812500 Penalty: 777.151611
	Iteration 34Q: 3 clusters Score -308168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -308169.343750 Penalty: 777.151611
	Iteration 35Q: 3 clusters Score -308169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -308170.531250 Penalty: 777.151611
	Iteration 36Q: 3 clusters Score -308170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -308170.593750 Penalty: 777.151611
	Iteration 37Q: 3 clusters Score -308170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -308171.000000 Penalty: 777.151611
	Iteration 38Q: 3 clusters Score -308171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -308171.750000 Penalty: 777.151611
	Iteration 39Q: 3 clusters Score -308171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -308171.781250 Penalty: 777.151611
	Iteration 40F: 3 clusters Score -308171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -308171.906250 Penalty: 777.151611
	Iteration 41Q: 3 clusters Score -308171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -308171.812500 Penalty: 777.151611
	Iteration 42Q: 3 clusters Score -308171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -308172.437500 Penalty: 777.151611
	Iteration 43Q: 3 clusters Score -308172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -308172.468750 Penalty: 777.151611
	Iteration 44Q: 3 clusters Score -308172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -308172.531250 Penalty: 777.151611
	Iteration 45Q: 3 clusters Score -308172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -308172.468750 Penalty: 777.151611
	Iteration 46Q: 3 clusters Score -308172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -308172.750000 Penalty: 777.151611
	Iteration 47Q: 3 clusters Score -308172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -308172.593750 Penalty: 777.151611
	Iteration 48Q: 3 clusters Score -308172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -308173.000000 Penalty: 777.151611
	Iteration 49Q: 3 clusters Score -308173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -308173.281250 Penalty: 777.151611
	Iteration 50Q: 3 clusters Score -308173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -308172.937500 Penalty: 777.151611
	Iteration 51Q: 3 clusters Score -308172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -308173.906250 Penalty: 777.151611
	Iteration 52Q: 3 clusters Score -308173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -308173.781250 Penalty: 777.151611
	Iteration 53Q: 3 clusters Score -308173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -308173.843750 Penalty: 777.151611
	Iteration 54Q: 3 clusters Score -308173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -308173.875000 Penalty: 777.151611
	Iteration 55Q: 3 clusters Score -308173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -308174.093750 Penalty: 777.151611
	Iteration 56Q: 3 clusters Score -308174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -308174.218750 Penalty: 777.151611
	Iteration 57Q: 3 clusters Score -308174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -308174.687500 Penalty: 777.151611
	Iteration 58Q: 3 clusters Score -308174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -308174.062500 Penalty: 777.151611
	Iteration 59Q: 3 clusters Score -308174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -308174.468750 Penalty: 777.151611
	Iteration 60F: 3 clusters Score -308174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (91261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Entering Unmasked Estep 
Score: -5669411.500000 Penalty: 519.677307
	Iteration 0F: 2 clusters Score -5669412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5609154.500000 Penalty: 1039.354614
	Iteration 0F: 3 clusters Score -5609154 nChanged 44588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5635914.500000 Penalty: 1039.354614
	Iteration 1F: 3 clusters Score -5635914 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5637159.000000 Penalty: 1039.354614
	Iteration 2Q: 3 clusters Score -5637159 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5639197.500000 Penalty: 1039.354614
	Iteration 3Q: 3 clusters Score -5639198 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5642623.500000 Penalty: 1039.354614
	Iteration 4F: 3 clusters Score -5642624 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5647972.000000 Penalty: 1039.354614
	Iteration 5F: 3 clusters Score -5647972 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5654696.000000 Penalty: 1039.354614
	Iteration 6F: 3 clusters Score -5654696 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5660519.500000 Penalty: 1039.354614
	Iteration 7F: 3 clusters Score -5660520 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5663906.500000 Penalty: 1039.354614
	Iteration 8Q: 3 clusters Score -5663906 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5665649.500000 Penalty: 1039.354614
	Iteration 9Q: 3 clusters Score -5665650 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5666711.500000 Penalty: 1039.354614
	Iteration 10Q: 3 clusters Score -5666712 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5667442.500000 Penalty: 1039.354614
	Iteration 11Q: 3 clusters Score -5667442 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5667953.500000 Penalty: 1039.354614
	Iteration 12Q: 3 clusters Score -5667954 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5668310.000000 Penalty: 1039.354614
	Iteration 13Q: 3 clusters Score -5668310 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5668515.000000 Penalty: 1039.354614
	Iteration 14Q: 3 clusters Score -5668515 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5668679.000000 Penalty: 1039.354614
	Iteration 15Q: 3 clusters Score -5668679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5668779.500000 Penalty: 1039.354614
	Iteration 16Q: 3 clusters Score -5668780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5668848.500000 Penalty: 1039.354614
	Iteration 17Q: 3 clusters Score -5668848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5668892.000000 Penalty: 1039.354614
	Iteration 18Q: 3 clusters Score -5668892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5668928.500000 Penalty: 1039.354614
	Iteration 19Q: 3 clusters Score -5668928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5668953.500000 Penalty: 1039.354614
	Iteration 20F: 3 clusters Score -5668954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5668962.000000 Penalty: 1039.354614
	Iteration 21Q: 3 clusters Score -5668962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5668980.000000 Penalty: 1039.354614
	Iteration 22Q: 3 clusters Score -5668980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5668984.000000 Penalty: 1039.354614
	Iteration 23Q: 3 clusters Score -5668984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5668996.500000 Penalty: 1039.354614
	Iteration 24Q: 3 clusters Score -5668996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5668996.500000 Penalty: 1039.354614
	Iteration 25Q: 3 clusters Score -5668996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5669001.000000 Penalty: 1039.354614
	Iteration 26Q: 3 clusters Score -5669001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5669011.500000 Penalty: 1039.354614
	Iteration 27Q: 3 clusters Score -5669012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5669007.000000 Penalty: 1039.354614
	Iteration 28Q: 3 clusters Score -5669007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5669009.000000 Penalty: 1039.354614
	Iteration 29Q: 3 clusters Score -5669009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5669008.500000 Penalty: 1039.354614
	Iteration 30Q: 3 clusters Score -5669008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5669010.000000 Penalty: 1039.354614
	Iteration 31Q: 3 clusters Score -5669010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5669010.500000 Penalty: 1039.354614
	Iteration 32Q: 3 clusters Score -5669010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5669009.000000 Penalty: 1039.354614
	Iteration 33Q: 3 clusters Score -5669009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5669009.000000 Penalty: 1039.354614
	Iteration 34F: 3 clusters Score -5669009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14404.625977 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14404.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14104.804688 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -14104.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14218.675781 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14218.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14262.070312 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14262.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14297.415039 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -14297.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14312.353516 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -14312.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14323.445312 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -14323.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14329.725586 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -14329.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14333.791016 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -14333.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14337.091797 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -14337.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14337.091797 Penalty: 503.178040
	Iteration 9F: 3 clusters Score -14337.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Entering Unmasked Estep 
Score: -1329942.875000 Penalty: 453.914062
	Iteration 0F: 2 clusters Score -1329943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1315520.375000 Penalty: 907.828125
	Iteration 0F: 3 clusters Score -1315520 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1321712.750000 Penalty: 907.828125
	Iteration 1F: 3 clusters Score -1321713 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1322247.125000 Penalty: 907.828125
	Iteration 2F: 3 clusters Score -1322247 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1322894.375000 Penalty: 907.828125
	Iteration 3F: 3 clusters Score -1322894 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1323676.750000 Penalty: 907.828125
	Iteration 4F: 3 clusters Score -1323677 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1324646.250000 Penalty: 907.828125
	Iteration 5F: 3 clusters Score -1324646 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1325553.625000 Penalty: 907.828125
	Iteration 6F: 3 clusters Score -1325554 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1326246.750000 Penalty: 907.828125
	Iteration 7Q: 3 clusters Score -1326247 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1326635.375000 Penalty: 907.828125
	Iteration 8Q: 3 clusters Score -1326635 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1326842.125000 Penalty: 907.828125
	Iteration 9Q: 3 clusters Score -1326842 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1327008.000000 Penalty: 907.828125
	Iteration 10Q: 3 clusters Score -1327008 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1327141.125000 Penalty: 907.828125
	Iteration 11Q: 3 clusters Score -1327141 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1327281.875000 Penalty: 907.828125
	Iteration 12Q: 3 clusters Score -1327282 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1327390.500000 Penalty: 907.828125
	Iteration 13Q: 3 clusters Score -1327390 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1327485.000000 Penalty: 907.828125
	Iteration 14Q: 3 clusters Score -1327485 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1327568.750000 Penalty: 907.828125
	Iteration 15Q: 3 clusters Score -1327569 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1327655.250000 Penalty: 907.828125
	Iteration 16Q: 3 clusters Score -1327655 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1327750.750000 Penalty: 907.828125
	Iteration 17Q: 3 clusters Score -1327751 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1327843.250000 Penalty: 907.828125
	Iteration 18Q: 3 clusters Score -1327843 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1327937.375000 Penalty: 907.828125
	Iteration 19Q: 3 clusters Score -1327937 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1328053.625000 Penalty: 907.828125
	Iteration 20F: 3 clusters Score -1328054 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1328193.750000 Penalty: 907.828125
	Iteration 21Q: 3 clusters Score -1328194 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1328344.000000 Penalty: 907.828125
	Iteration 22Q: 3 clusters Score -1328344 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1328511.375000 Penalty: 907.828125
	Iteration 23Q: 3 clusters Score -1328511 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1328660.000000 Penalty: 907.828125
	Iteration 24Q: 3 clusters Score -1328660 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1328817.375000 Penalty: 907.828125
	Iteration 25Q: 3 clusters Score -1328817 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1328945.250000 Penalty: 907.828125
	Iteration 26Q: 3 clusters Score -1328945 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1329084.875000 Penalty: 907.828125
	Iteration 27Q: 3 clusters Score -1329085 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1329201.375000 Penalty: 907.828125
	Iteration 28Q: 3 clusters Score -1329201 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1329269.875000 Penalty: 907.828125
	Iteration 29Q: 3 clusters Score -1329270 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1329331.375000 Penalty: 907.828125
	Iteration 30Q: 3 clusters Score -1329331 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -1329396.750000 Penalty: 907.828125
	Iteration 31Q: 3 clusters Score -1329397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1329463.000000 Penalty: 907.828125
	Iteration 32Q: 3 clusters Score -1329463 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1329505.500000 Penalty: 907.828125
	Iteration 33Q: 3 clusters Score -1329506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1329540.000000 Penalty: 907.828125
	Iteration 34Q: 3 clusters Score -1329540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1329569.875000 Penalty: 907.828125
	Iteration 35Q: 3 clusters Score -1329570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -1329591.875000 Penalty: 907.828125
	Iteration 36Q: 3 clusters Score -1329592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1329610.500000 Penalty: 907.828125
	Iteration 37Q: 3 clusters Score -1329610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -1329629.000000 Penalty: 907.828125
	Iteration 38Q: 3 clusters Score -1329629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1329638.875000 Penalty: 907.828125
	Iteration 39Q: 3 clusters Score -1329639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1329649.500000 Penalty: 907.828125
	Iteration 40F: 3 clusters Score -1329650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1329663.000000 Penalty: 907.828125
	Iteration 41Q: 3 clusters Score -1329663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -1329669.500000 Penalty: 907.828125
	Iteration 42Q: 3 clusters Score -1329670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1329678.250000 Penalty: 907.828125
	Iteration 43Q: 3 clusters Score -1329678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -1329681.750000 Penalty: 907.828125
	Iteration 44Q: 3 clusters Score -1329682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -1329685.875000 Penalty: 907.828125
	Iteration 45Q: 3 clusters Score -1329686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1329686.875000 Penalty: 907.828125
	Iteration 46Q: 3 clusters Score -1329687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1329686.500000 Penalty: 907.828125
	Iteration 47Q: 3 clusters Score -1329686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1329686.500000 Penalty: 907.828125
	Iteration 48F: 3 clusters Score -1329686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20262.322266 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20262.32 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 156 members 
Entering Unmasked Estep 
Score: -19885.003906 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19952.363281 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19952.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19976.910156 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19976.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19998.171875 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19998.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20004.009766 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -20004.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20009.201172 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -20009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20016.097656 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -20016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20022.052734 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -20022.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20030.783203 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -20030.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20035.984375 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -20035.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20039.917969 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -20039.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20045.865234 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -20045.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20062.988281 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -20062.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20078.832031 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -20078.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20087.085938 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -20087.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20089.044922 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -20089.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20089.882812 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -20089.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20090.191406 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -20090.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20090.191406 Penalty: 522.904541
	Iteration 18F: 3 clusters Score -20090.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -72064.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71201.671875 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -71201.67 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71655.804688 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -71655.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71791.757812 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -71791.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -71849.515625 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -71849.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -71880.500000 Penalty: 641.324097
	Iteration 4Q: 3 clusters Score -71880.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -71890.992188 Penalty: 641.324097
	Iteration 5Q: 3 clusters Score -71890.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -71898.929688 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -71898.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71901.984375 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -71901.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71905.921875 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -71905.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71907.296875 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -71907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -71907.796875 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -71907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -71908.851562 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -71908.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -71908.859375 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -71908.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -71912.070312 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -71912.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -71914.078125 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -71914.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71917.070312 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -71917.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -71919.781250 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -71919.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -71928.359375 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -71928.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -71935.203125 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -71935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -71942.820312 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -71942.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -71947.671875 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -71947.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -71956.046875 Penalty: 641.324097
	Iteration 21Q: 3 clusters Score -71956.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -71961.234375 Penalty: 641.324097
	Iteration 22Q: 3 clusters Score -71961.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -71965.625000 Penalty: 641.324097
	Iteration 23Q: 3 clusters Score -71965.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -71969.187500 Penalty: 641.324097
	Iteration 24Q: 3 clusters Score -71969.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -71973.750000 Penalty: 641.324097
	Iteration 25Q: 3 clusters Score -71973.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -71975.164062 Penalty: 641.324097
	Iteration 26Q: 3 clusters Score -71975.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -71976.507812 Penalty: 641.324097
	Iteration 27Q: 3 clusters Score -71976.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -71976.070312 Penalty: 641.324097
	Iteration 28Q: 3 clusters Score -71976.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -71976.203125 Penalty: 641.324097
	Iteration 29Q: 3 clusters Score -71976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -71978.015625 Penalty: 641.324097
	Iteration 30Q: 3 clusters Score -71978.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -71978.335938 Penalty: 641.324097
	Iteration 31Q: 3 clusters Score -71978.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -71982.210938 Penalty: 641.324097
	Iteration 32Q: 3 clusters Score -71982.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71984.945312 Penalty: 641.324097
	Iteration 33Q: 3 clusters Score -71984.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -71986.328125 Penalty: 641.324097
	Iteration 34Q: 3 clusters Score -71986.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -71988.218750 Penalty: 641.324097
	Iteration 35Q: 3 clusters Score -71988.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -71990.046875 Penalty: 641.324097
	Iteration 36Q: 3 clusters Score -71990.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -71992.500000 Penalty: 641.324097
	Iteration 37Q: 3 clusters Score -71992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -71994.914062 Penalty: 641.324097
	Iteration 38Q: 3 clusters Score -71994.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -71996.734375 Penalty: 641.324097
	Iteration 39Q: 3 clusters Score -71996.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -71997.226562 Penalty: 641.324097
	Iteration 40F: 3 clusters Score -71997.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -71998.921875 Penalty: 641.324097
	Iteration 41Q: 3 clusters Score -71998.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -71999.750000 Penalty: 641.324097
	Iteration 42Q: 3 clusters Score -71999.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -71999.898438 Penalty: 641.324097
	Iteration 43Q: 3 clusters Score -71999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -71999.898438 Penalty: 641.324097
	Iteration 44F: 3 clusters Score -71999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 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 119 members 
Entering Unmasked Estep 
Score: -13646.844727 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13646.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13745.291992 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13745.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13770.726562 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13770.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13783.989258 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -13783.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13787.094727 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13787.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13787.094727 Penalty: 496.434235
	Iteration 5F: 3 clusters Score -13787.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -59937.312500 Penalty: 312.823059
	Iteration 0F: 2 clusters Score -59937.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59193.792969 Penalty: 625.646118
	Iteration 0F: 3 clusters Score -59193.79 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59503.894531 Penalty: 625.646118
	Iteration 1F: 3 clusters Score -59503.89 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59626.585938 Penalty: 625.646118
	Iteration 2F: 3 clusters Score -59626.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59705.855469 Penalty: 625.646118
	Iteration 3F: 3 clusters Score -59705.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59789.535156 Penalty: 625.646118
	Iteration 4F: 3 clusters Score -59789.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59856.351562 Penalty: 625.646118
	Iteration 5F: 3 clusters Score -59856.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59887.132812 Penalty: 625.646118
	Iteration 6Q: 3 clusters Score -59887.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59912.125000 Penalty: 625.646118
	Iteration 7Q: 3 clusters Score -59912.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59924.492188 Penalty: 625.646118
	Iteration 8Q: 3 clusters Score -59924.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59926.187500 Penalty: 625.646118
	Iteration 9Q: 3 clusters Score -59926.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59927.894531 Penalty: 625.646118
	Iteration 10Q: 3 clusters Score -59927.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59928.335938 Penalty: 625.646118
	Iteration 11Q: 3 clusters Score -59928.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59928.597656 Penalty: 625.646118
	Iteration 12Q: 3 clusters Score -59928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59928.839844 Penalty: 625.646118
	Iteration 13Q: 3 clusters Score -59928.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59928.839844 Penalty: 625.646118
	Iteration 14F: 3 clusters Score -59928.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -13632.453125 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -13632.45 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 216 members 
Entering Unmasked Estep 
Score: -13246.782227 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -13246.78 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13545.631836 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -13545.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13637.331055 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -13637.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13671.835938 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -13671.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13693.831055 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -13693.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13706.209961 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -13706.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13720.286133 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -13720.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13726.247070 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -13726.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13727.972656 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -13727.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13730.095703 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -13730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13732.939453 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -13732.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13736.682617 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -13736.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13738.923828 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -13738.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13742.187500 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -13742.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13745.891602 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -13745.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13750.989258 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -13750.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13758.957031 Penalty: 544.078613
	Iteration 16Q: 3 clusters Score -13758.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13763.177734 Penalty: 544.078613
	Iteration 17Q: 3 clusters Score -13763.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13764.630859 Penalty: 544.078613
	Iteration 18Q: 3 clusters Score -13764.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13770.301758 Penalty: 544.078613
	Iteration 19Q: 3 clusters Score -13770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13775.887695 Penalty: 544.078613
	Iteration 20F: 3 clusters Score -13775.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13780.874023 Penalty: 544.078613
	Iteration 21Q: 3 clusters Score -13780.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13784.858398 Penalty: 544.078613
	Iteration 22Q: 3 clusters Score -13784.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13793.703125 Penalty: 544.078613
	Iteration 23Q: 3 clusters Score -13793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13797.368164 Penalty: 544.078613
	Iteration 24Q: 3 clusters Score -13797.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13800.348633 Penalty: 544.078613
	Iteration 25Q: 3 clusters Score -13800.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13803.047852 Penalty: 544.078613
	Iteration 26Q: 3 clusters Score -13803.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13805.470703 Penalty: 544.078613
	Iteration 27Q: 3 clusters Score -13805.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13806.123047 Penalty: 544.078613
	Iteration 28Q: 3 clusters Score -13806.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13806.123047 Penalty: 544.078613
	Iteration 29F: 3 clusters Score -13806.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 214 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 181 members 
Entering Unmasked Estep 
Score: -53292796.000000 Penalty: 45531.234375
Splitting cluster 27 changes total score from -53293016.000000 to -53292796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -4771.166016 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -4771.166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4570.311523 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -4570.312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4622.246094 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -4622.246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4631.770020 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -4631.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4638.593262 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -4638.593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4639.277832 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -4639.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4639.277832 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -4639.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -22632.578125 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -22632.58 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 199 members 
Entering Unmasked Estep 
Score: -22236.904297 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -22236.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22342.519531 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -22342.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22400.638672 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -22400.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22430.097656 Penalty: 538.863647
	Iteration 3F: 3 clusters Score -22430.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22462.509766 Penalty: 538.863647
	Iteration 4F: 3 clusters Score -22462.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22478.130859 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -22478.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22490.568359 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -22490.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22498.218750 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -22498.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22502.171875 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -22502.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22503.078125 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -22503.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22505.244141 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -22505.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22508.119141 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -22508.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22515.654297 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -22515.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22527.035156 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -22527.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22533.191406 Penalty: 538.863647
	Iteration 14Q: 3 clusters Score -22533.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22539.164062 Penalty: 538.863647
	Iteration 15Q: 3 clusters Score -22539.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22540.285156 Penalty: 538.863647
	Iteration 16Q: 3 clusters Score -22540.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22540.285156 Penalty: 538.863647
	Iteration 17F: 3 clusters Score -22540.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22892.410156 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22892.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22475.910156 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22475.91 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22625.291016 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22625.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22712.148438 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22712.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22784.865234 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22784.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22839.349609 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -22839.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22877.109375 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22877.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22888.199219 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22892.160156 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22892.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22892.945312 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22892.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22893.281250 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22893.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22893.281250 Penalty: 538.374390
	Iteration 10F: 3 clusters Score -22893.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 256 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 115 members 
Entering Unmasked Estep 
Score: -53292636.000000 Penalty: 45531.234375
Splitting cluster 30 changes total score from -53293016.000000 to -53292636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -23844.537109 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -23844.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23436.771484 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -23436.77 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23568.814453 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -23568.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23597.029297 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -23597.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23611.132812 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -23611.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23622.798828 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -23622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23633.716797 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -23633.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23643.238281 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -23643.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23645.031250 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -23645.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23649.970703 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -23649.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23654.136719 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -23654.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23659.013672 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -23659.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23663.777344 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -23663.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23669.863281 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -23669.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23677.152344 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -23677.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23682.763672 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -23682.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23698.652344 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -23698.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23707.984375 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -23707.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23714.605469 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -23714.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23720.308594 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -23720.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23733.193359 Penalty: 540.555603
	Iteration 19Q: 3 clusters Score -23733.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23745.505859 Penalty: 540.555603
	Iteration 20F: 3 clusters Score -23745.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23755.949219 Penalty: 540.555603
	Iteration 21Q: 3 clusters Score -23755.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23761.947266 Penalty: 540.555603
	Iteration 22Q: 3 clusters Score -23761.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23763.785156 Penalty: 540.555603
	Iteration 23Q: 3 clusters Score -23763.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23765.425781 Penalty: 540.555603
	Iteration 24Q: 3 clusters Score -23765.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23767.980469 Penalty: 540.555603
	Iteration 25Q: 3 clusters Score -23767.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23768.902344 Penalty: 540.555603
	Iteration 26Q: 3 clusters Score -23768.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23768.902344 Penalty: 540.555603
	Iteration 27F: 3 clusters Score -23768.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5478.617676 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5478.618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5283.669434 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5283.669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5403.227539 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5403.228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5441.614258 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5441.614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5455.961914 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5455.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5458.287598 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5458.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5458.287598 Penalty: 414.402802
	Iteration 5F: 3 clusters Score -5458.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35259.292969 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35259.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34743.816406 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -34743.82 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34963.796875 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -34963.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35087.003906 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35199.988281 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35199.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35261.632812 Penalty: 578.878540
	Iteration 4F: 3 clusters Score -35261.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35310.921875 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35310.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35340.976562 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35340.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35364.250000 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35364.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35372.101562 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35374.664062 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35374.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35376.343750 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35376.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35376.484375 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35376.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35376.484375 Penalty: 578.878540
	Iteration 12F: 3 clusters Score -35376.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 136 members 
Entering Unmasked Estep 
Score: -53292788.000000 Penalty: 45531.234375
Splitting cluster 33 changes total score from -53293016.000000 to -53292788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (35366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Entering Unmasked Estep 
Score: -2257168.750000 Penalty: 476.544525
	Iteration 0F: 2 clusters Score -2257169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2233618.250000 Penalty: 953.089050
	Iteration 0F: 3 clusters Score -2233618 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2243249.500000 Penalty: 953.089050
	Iteration 1F: 3 clusters Score -2243250 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2243739.750000 Penalty: 953.089050
	Iteration 2Q: 3 clusters Score -2243740 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2244496.750000 Penalty: 953.089050
	Iteration 3Q: 3 clusters Score -2244497 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2245746.500000 Penalty: 953.089050
	Iteration 4F: 3 clusters Score -2245746 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2247789.000000 Penalty: 953.089050
	Iteration 5F: 3 clusters Score -2247789 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2250636.750000 Penalty: 953.089050
	Iteration 6F: 3 clusters Score -2250637 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2253176.000000 Penalty: 953.089050
	Iteration 7F: 3 clusters Score -2253176 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2254885.000000 Penalty: 953.089050
	Iteration 8Q: 3 clusters Score -2254885 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2255772.500000 Penalty: 953.089050
	Iteration 9Q: 3 clusters Score -2255772 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2256199.750000 Penalty: 953.089050
	Iteration 10Q: 3 clusters Score -2256200 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2256422.000000 Penalty: 953.089050
	Iteration 11Q: 3 clusters Score -2256422 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2256537.250000 Penalty: 953.089050
	Iteration 12Q: 3 clusters Score -2256537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2256633.000000 Penalty: 953.089050
	Iteration 13Q: 3 clusters Score -2256633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2256668.500000 Penalty: 953.089050
	Iteration 14Q: 3 clusters Score -2256668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2256700.250000 Penalty: 953.089050
	Iteration 15Q: 3 clusters Score -2256700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2256724.250000 Penalty: 953.089050
	Iteration 16Q: 3 clusters Score -2256724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2256737.000000 Penalty: 953.089050
	Iteration 17Q: 3 clusters Score -2256737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2256748.500000 Penalty: 953.089050
	Iteration 18Q: 3 clusters Score -2256748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2256760.000000 Penalty: 953.089050
	Iteration 19Q: 3 clusters Score -2256760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2256766.250000 Penalty: 953.089050
	Iteration 20F: 3 clusters Score -2256766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2256769.500000 Penalty: 953.089050
	Iteration 21Q: 3 clusters Score -2256770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2256770.500000 Penalty: 953.089050
	Iteration 22Q: 3 clusters Score -2256770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2256770.500000 Penalty: 953.089050
	Iteration 23F: 3 clusters Score -2256770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (92218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Entering Unmasked Estep 
Score: -5739336.000000 Penalty: 520.151917
	Iteration 0F: 2 clusters Score -5739336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -5679433.500000 Penalty: 1040.303833
	Iteration 0F: 3 clusters Score -5679434 nChanged 44970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -5708153.500000 Penalty: 1040.303833
	Iteration 1F: 3 clusters Score -5708154 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -5710612.500000 Penalty: 1040.303833
	Iteration 2F: 3 clusters Score -5710612 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -5714275.500000 Penalty: 1040.303833
	Iteration 3F: 3 clusters Score -5714276 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -5719489.000000 Penalty: 1040.303833
	Iteration 4F: 3 clusters Score -5719489 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -5724889.500000 Penalty: 1040.303833
	Iteration 5F: 3 clusters Score -5724890 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -5728771.500000 Penalty: 1040.303833
	Iteration 6F: 3 clusters Score -5728772 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -5730615.000000 Penalty: 1040.303833
	Iteration 7Q: 3 clusters Score -5730615 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -5731593.000000 Penalty: 1040.303833
	Iteration 8Q: 3 clusters Score -5731593 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -5732498.500000 Penalty: 1040.303833
	Iteration 9Q: 3 clusters Score -5732498 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -5733305.000000 Penalty: 1040.303833
	Iteration 10Q: 3 clusters Score -5733305 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -5733952.000000 Penalty: 1040.303833
	Iteration 11Q: 3 clusters Score -5733952 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -5734500.500000 Penalty: 1040.303833
	Iteration 12Q: 3 clusters Score -5734500 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -5734972.000000 Penalty: 1040.303833
	Iteration 13Q: 3 clusters Score -5734972 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -5735346.000000 Penalty: 1040.303833
	Iteration 14Q: 3 clusters Score -5735346 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -5735633.000000 Penalty: 1040.303833
	Iteration 15Q: 3 clusters Score -5735633 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -5735835.000000 Penalty: 1040.303833
	Iteration 16Q: 3 clusters Score -5735835 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -5735979.000000 Penalty: 1040.303833
	Iteration 17Q: 3 clusters Score -5735979 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -5736109.000000 Penalty: 1040.303833
	Iteration 18Q: 3 clusters Score -5736109 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -5736155.000000 Penalty: 1040.303833
	Iteration 19Q: 3 clusters Score -5736155 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -5736445.500000 Penalty: 1040.303833
	Iteration 20F: 3 clusters Score -5736446 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -5736621.000000 Penalty: 1040.303833
	Iteration 21Q: 3 clusters Score -5736621 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -5736711.500000 Penalty: 1040.303833
	Iteration 22Q: 3 clusters Score -5736712 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -5736730.500000 Penalty: 1040.303833
	Iteration 23Q: 3 clusters Score -5736730 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -5736735.000000 Penalty: 1040.303833
	Iteration 24Q: 3 clusters Score -5736735 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -5736749.000000 Penalty: 1040.303833
	Iteration 25Q: 3 clusters Score -5736749 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -5736720.500000 Penalty: 1040.303833
	Iteration 26Q: 3 clusters Score -5736720 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -5736701.500000 Penalty: 1040.303833
	Iteration 27Q: 3 clusters Score -5736702 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -5736760.000000 Penalty: 1040.303833
	Iteration 28Q: 3 clusters Score -5736760 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -5736748.500000 Penalty: 1040.303833
	Iteration 29Q: 3 clusters Score -5736748 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -5736770.000000 Penalty: 1040.303833
	Iteration 30Q: 3 clusters Score -5736770 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -5736748.000000 Penalty: 1040.303833
	Iteration 31Q: 3 clusters Score -5736748 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -5736741.500000 Penalty: 1040.303833
	Iteration 32Q: 3 clusters Score -5736742 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -5736747.000000 Penalty: 1040.303833
	Iteration 33Q: 3 clusters Score -5736747 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -5736745.000000 Penalty: 1040.303833
	Iteration 34Q: 3 clusters Score -5736745 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5736708.500000 Penalty: 1040.303833
	Iteration 35Q: 3 clusters Score -5736708 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5736545.000000 Penalty: 1040.303833
	Iteration 36Q: 3 clusters Score -5736545 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5736487.000000 Penalty: 1040.303833
	Iteration 37Q: 3 clusters Score -5736487 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5736378.000000 Penalty: 1040.303833
	Iteration 38Q: 3 clusters Score -5736378 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5736234.500000 Penalty: 1040.303833
	Iteration 39Q: 3 clusters Score -5736234 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5736188.500000 Penalty: 1040.303833
	Iteration 40F: 3 clusters Score -5736188 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5736114.000000 Penalty: 1040.303833
	Iteration 41Q: 3 clusters Score -5736114 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -5736066.000000 Penalty: 1040.303833
	Iteration 42Q: 3 clusters Score -5736066 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5736086.000000 Penalty: 1040.303833
	Iteration 43Q: 3 clusters Score -5736086 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5736063.500000 Penalty: 1040.303833
	Iteration 44Q: 3 clusters Score -5736064 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5736074.000000 Penalty: 1040.303833
	Iteration 45Q: 3 clusters Score -5736074 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -5736118.000000 Penalty: 1040.303833
	Iteration 46Q: 3 clusters Score -5736118 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -5736090.000000 Penalty: 1040.303833
	Iteration 47Q: 3 clusters Score -5736090 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5736209.500000 Penalty: 1040.303833
	Iteration 48Q: 3 clusters Score -5736210 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5736251.000000 Penalty: 1040.303833
	Iteration 49Q: 3 clusters Score -5736251 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -5736373.000000 Penalty: 1040.303833
	Iteration 50Q: 3 clusters Score -5736373 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5736481.000000 Penalty: 1040.303833
	Iteration 51Q: 3 clusters Score -5736481 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -5736708.500000 Penalty: 1040.303833
	Iteration 52Q: 3 clusters Score -5736708 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5737166.500000 Penalty: 1040.303833
	Iteration 53Q: 3 clusters Score -5737166 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5737464.000000 Penalty: 1040.303833
	Iteration 54Q: 3 clusters Score -5737464 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -5737603.000000 Penalty: 1040.303833
	Iteration 55Q: 3 clusters Score -5737603 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -5737720.500000 Penalty: 1040.303833
	Iteration 56Q: 3 clusters Score -5737720 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5737815.000000 Penalty: 1040.303833
	Iteration 57Q: 3 clusters Score -5737815 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -5737874.000000 Penalty: 1040.303833
	Iteration 58Q: 3 clusters Score -5737874 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -5737883.000000 Penalty: 1040.303833
	Iteration 59Q: 3 clusters Score -5737883 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -5738013.500000 Penalty: 1040.303833
	Iteration 60F: 3 clusters Score -5738014 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -5738113.500000 Penalty: 1040.303833
	Iteration 61Q: 3 clusters Score -5738114 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -5738204.500000 Penalty: 1040.303833
	Iteration 62Q: 3 clusters Score -5738204 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -5738250.500000 Penalty: 1040.303833
	Iteration 63Q: 3 clusters Score -5738250 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5738313.000000 Penalty: 1040.303833
	Iteration 64Q: 3 clusters Score -5738313 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -5738415.000000 Penalty: 1040.303833
	Iteration 65Q: 3 clusters Score -5738415 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5738486.500000 Penalty: 1040.303833
	Iteration 66Q: 3 clusters Score -5738486 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5738576.000000 Penalty: 1040.303833
	Iteration 67Q: 3 clusters Score -5738576 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -5738656.000000 Penalty: 1040.303833
	Iteration 68Q: 3 clusters Score -5738656 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5738723.500000 Penalty: 1040.303833
	Iteration 69Q: 3 clusters Score -5738724 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -5738787.000000 Penalty: 1040.303833
	Iteration 70Q: 3 clusters Score -5738787 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5738796.500000 Penalty: 1040.303833
	Iteration 71Q: 3 clusters Score -5738796 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5738861.000000 Penalty: 1040.303833
	Iteration 72Q: 3 clusters Score -5738861 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5738893.000000 Penalty: 1040.303833
	Iteration 73Q: 3 clusters Score -5738893 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5738939.500000 Penalty: 1040.303833
	Iteration 74Q: 3 clusters Score -5738940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5738966.000000 Penalty: 1040.303833
	Iteration 75Q: 3 clusters Score -5738966 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5738985.500000 Penalty: 1040.303833
	Iteration 76Q: 3 clusters Score -5738986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5738996.000000 Penalty: 1040.303833
	Iteration 77Q: 3 clusters Score -5738996 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5739017.500000 Penalty: 1040.303833
	Iteration 78Q: 3 clusters Score -5739018 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5739022.000000 Penalty: 1040.303833
	Iteration 79Q: 3 clusters Score -5739022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90168 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5739046.500000 Penalty: 1040.303833
	Iteration 80F: 3 clusters Score -5739046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5739057.500000 Penalty: 1040.303833
	Iteration 81Q: 3 clusters Score -5739058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5739075.500000 Penalty: 1040.303833
	Iteration 82Q: 3 clusters Score -5739076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5739091.000000 Penalty: 1040.303833
	Iteration 83Q: 3 clusters Score -5739091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5739090.000000 Penalty: 1040.303833
	Iteration 84Q: 3 clusters Score -5739090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5739107.500000 Penalty: 1040.303833
	Iteration 85Q: 3 clusters Score -5739108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5739108.500000 Penalty: 1040.303833
	Iteration 86Q: 3 clusters Score -5739108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5739107.000000 Penalty: 1040.303833
	Iteration 87Q: 3 clusters Score -5739107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5739117.000000 Penalty: 1040.303833
	Iteration 88Q: 3 clusters Score -5739117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5739125.500000 Penalty: 1040.303833
	Iteration 89Q: 3 clusters Score -5739126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5739120.000000 Penalty: 1040.303833
	Iteration 90Q: 3 clusters Score -5739120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5739125.000000 Penalty: 1040.303833
	Iteration 91Q: 3 clusters Score -5739125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5739126.500000 Penalty: 1040.303833
	Iteration 92Q: 3 clusters Score -5739126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5739129.000000 Penalty: 1040.303833
	Iteration 93Q: 3 clusters Score -5739129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5739126.000000 Penalty: 1040.303833
	Iteration 94Q: 3 clusters Score -5739126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5739129.000000 Penalty: 1040.303833
	Iteration 95Q: 3 clusters Score -5739129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5739125.500000 Penalty: 1040.303833
	Iteration 96Q: 3 clusters Score -5739126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5739129.000000 Penalty: 1040.303833
	Iteration 97Q: 3 clusters Score -5739129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5739125.500000 Penalty: 1040.303833
	Iteration 98Q: 3 clusters Score -5739126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5739136.000000 Penalty: 1040.303833
	Iteration 99Q: 3 clusters Score -5739136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5739125.500000 Penalty: 1040.303833
	Iteration 100F: 3 clusters Score -5739126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5739126.500000 Penalty: 1040.303833
	Iteration 101Q: 3 clusters Score -5739126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5739130.500000 Penalty: 1040.303833
	Iteration 102Q: 3 clusters Score -5739130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5739124.500000 Penalty: 1040.303833
	Iteration 103Q: 3 clusters Score -5739124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5739130.000000 Penalty: 1040.303833
	Iteration 104Q: 3 clusters Score -5739130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5739126.000000 Penalty: 1040.303833
	Iteration 105Q: 3 clusters Score -5739126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5739123.000000 Penalty: 1040.303833
	Iteration 106Q: 3 clusters Score -5739123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5739127.500000 Penalty: 1040.303833
	Iteration 107Q: 3 clusters Score -5739128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5739122.500000 Penalty: 1040.303833
	Iteration 108Q: 3 clusters Score -5739122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5739125.000000 Penalty: 1040.303833
	Iteration 109Q: 3 clusters Score -5739125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5739125.500000 Penalty: 1040.303833
	Iteration 110Q: 3 clusters Score -5739126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5739125.000000 Penalty: 1040.303833
	Iteration 111Q: 3 clusters Score -5739125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5739125.500000 Penalty: 1040.303833
	Iteration 112Q: 3 clusters Score -5739126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5739122.500000 Penalty: 1040.303833
	Iteration 113Q: 3 clusters Score -5739122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5739122.500000 Penalty: 1040.303833
	Iteration 114F: 3 clusters Score -5739122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -15322.359375 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -15322.36 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 112 members 
Entering Unmasked Estep 
Score: -15003.917969 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -15003.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15074.907227 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -15074.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15092.771484 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -15092.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15100.696289 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -15100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15102.731445 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -15102.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15102.731445 Penalty: 492.865143
	Iteration 5F: 3 clusters Score -15102.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -25977.250000 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -25977.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25565.460938 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25565.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25736.908203 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25736.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25788.082031 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25788.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25834.457031 Penalty: 548.353821
	Iteration 3Q: 3 clusters Score -25834.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25873.193359 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -25873.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25941.072266 Penalty: 548.353821
	Iteration 5F: 3 clusters Score -25941.07 nChanged 29
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: -26012.162109 Penalty: 548.353821
	Iteration 6F: 3 clusters Score -26012.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26041.482422 Penalty: 548.353821
	Iteration 7F: 3 clusters Score -26041.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26061.111328 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26061.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26074.050781 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26074.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26084.892578 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26084.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26092.636719 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -26092.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26099.751953 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -26099.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26102.341797 Penalty: 548.353821
	Iteration 13Q: 3 clusters Score -26102.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26105.115234 Penalty: 548.353821
	Iteration 14Q: 3 clusters Score -26105.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26108.744141 Penalty: 548.353821
	Iteration 15Q: 3 clusters Score -26108.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26113.302734 Penalty: 548.353821
	Iteration 16Q: 3 clusters Score -26113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26116.839844 Penalty: 548.353821
	Iteration 17Q: 3 clusters Score -26116.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26125.181641 Penalty: 548.353821
	Iteration 18Q: 3 clusters Score -26125.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26126.333984 Penalty: 548.353821
	Iteration 19Q: 3 clusters Score -26126.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26132.052734 Penalty: 548.353821
	Iteration 20F: 3 clusters Score -26132.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26143.390625 Penalty: 548.353821
	Iteration 21Q: 3 clusters Score -26143.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26147.521484 Penalty: 548.353821
	Iteration 22Q: 3 clusters Score -26147.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26148.234375 Penalty: 548.353821
	Iteration 23Q: 3 clusters Score -26148.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26148.234375 Penalty: 548.353821
	Iteration 24F: 3 clusters Score -26148.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 251 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 163 members 
Entering Unmasked Estep 
Score: -53292776.000000 Penalty: 45531.234375
Splitting cluster 37 changes total score from -53293016.000000 to -53292776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14481.609375 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14481.61 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 130 members 
Entering Unmasked Estep 
Score: -14152.445312 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14152.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14303.748047 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14303.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14380.452148 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14380.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14436.269531 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14436.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14495.991211 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14495.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14506.302734 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14511.621094 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14511.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14516.583008 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14516.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14516.583008 Penalty: 506.371338
	Iteration 8F: 3 clusters Score -14516.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 127 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 134 members 
Entering Unmasked Estep 
Score: -53292660.000000 Penalty: 45531.234375
Splitting cluster 38 changes total score from -53293016.000000 to -53292660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -18135.179688 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -18135.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17787.789062 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -17787.79 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17932.062500 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -17932.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17999.857422 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -17999.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18043.486328 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -18043.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18060.042969 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -18060.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18067.367188 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -18067.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18068.402344 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -18068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18070.955078 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -18070.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18070.955078 Penalty: 517.514771
	Iteration 8F: 3 clusters Score -18070.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17285.251953 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17285.25 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 150 members 
Entering Unmasked Estep 
Score: -16930.076172 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -16930.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17028.433594 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17028.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17073.632812 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17073.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17092.638672 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -17092.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17118.603516 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17140.464844 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17140.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17162.984375 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17162.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17181.595703 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17189.195312 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -17189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17190.792969 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -17190.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17191.179688 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -17191.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17192.781250 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -17192.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17192.781250 Penalty: 512.765869
	Iteration 12F: 3 clusters Score -17192.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -33991.382812 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -33991.38 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 273 members 
Entering Unmasked Estep 
Score: -33487.980469 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -33487.98 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33624.722656 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -33624.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33696.550781 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -33696.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33803.304688 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -33803.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33969.441406 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -33969.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34057.265625 Penalty: 567.865112
	Iteration 5F: 3 clusters Score -34057.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34143.136719 Penalty: 567.865112
	Iteration 6F: 3 clusters Score -34143.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34224.195312 Penalty: 567.865112
	Iteration 7F: 3 clusters Score -34224.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34282.523438 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -34282.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34302.074219 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -34302.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34309.281250 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -34309.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34315.605469 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -34315.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34316.546875 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -34316.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34316.546875 Penalty: 567.865112
	Iteration 13F: 3 clusters Score -34316.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 359 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 154 members 
Entering Unmasked Estep 
Score: -53292980.000000 Penalty: 45531.234375
Splitting cluster 41 changes total score from -53293016.000000 to -53292980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -27995.757812 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -27995.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27529.693359 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -27529.69 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27709.445312 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -27709.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27777.794922 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -27777.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27814.013672 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -27814.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27837.611328 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -27837.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27858.080078 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -27858.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27893.767578 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -27893.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27907.996094 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -27908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27927.216797 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -27927.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27947.332031 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -27947.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27956.919922 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -27956.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27959.554688 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -27959.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27961.185547 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -27961.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27962.968750 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -27962.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27965.074219 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -27965.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27966.001953 Penalty: 563.690918
	Iteration 15Q: 3 clusters Score -27966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27966.251953 Penalty: 563.690918
	Iteration 16Q: 3 clusters Score -27966.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27966.251953 Penalty: 563.690918
	Iteration 17F: 3 clusters Score -27966.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -5657.466309 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -5657.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5471.468750 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -5471.469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5528.577148 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -5528.577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5568.416992 Penalty: 413.439850
	Iteration 2Q: 3 clusters Score -5568.417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5585.708984 Penalty: 413.439850
	Iteration 3Q: 3 clusters Score -5585.709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5587.023926 Penalty: 413.439850
	Iteration 4Q: 3 clusters Score -5587.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5594.764160 Penalty: 413.439850
	Iteration 5Q: 3 clusters Score -5594.764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5609.010254 Penalty: 413.439850
	Iteration 6Q: 3 clusters Score -5609.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5570.669922 Penalty: 413.439850
	Iteration 7Q: 3 clusters Score -5570.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -5575.552734 Penalty: 413.439850
	Iteration 8Q: 3 clusters Score -5575.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5188.051758 Penalty: 206.719925
	Iteration 9F: 2 clusters Score -5188.052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5657.466309 Penalty: 206.719925
	Iteration 10F: 2 clusters Score -5657.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -33431.375000 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -33431.38 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 236 members 
Entering Unmasked Estep 
Score: -32955.523438 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -32955.52 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33082.171875 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -33082.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33128.042969 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -33128.04 nChanged 23
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: -33149.843750 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -33149.84 nChanged 10
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: -33157.625000 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -33157.62 nChanged 8
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: -33162.453125 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -33162.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33166.433594 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -33166.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33170.429688 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -33170.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33172.234375 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -33172.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33174.523438 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -33174.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33175.058594 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -33175.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33175.058594 Penalty: 557.346191
	Iteration 11F: 3 clusters Score -33175.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -23463.853516 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -23463.85 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 187 members 
Entering Unmasked Estep 
Score: -23061.052734 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -23061.05 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23150.585938 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -23150.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23170.968750 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -23170.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23178.658203 Penalty: 539.107300
	Iteration 3Q: 3 clusters Score -23178.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23180.427734 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -23180.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23184.021484 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -23184.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23187.689453 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -23187.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23189.365234 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -23189.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23189.673828 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -23189.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23189.673828 Penalty: 539.107300
	Iteration 9F: 3 clusters Score -23189.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -59638.324219 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -59638.32 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 447 members 
Entering Unmasked Estep 
Score: -58876.429688 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -58876.43 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -59105.164062 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -59105.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59150.519531 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -59150.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59191.109375 Penalty: 620.819946
	Iteration 3Q: 3 clusters Score -59191.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59227.460938 Penalty: 620.819946
	Iteration 4Q: 3 clusters Score -59227.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59261.687500 Penalty: 620.819946
	Iteration 5Q: 3 clusters Score -59261.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59282.925781 Penalty: 620.819946
	Iteration 6Q: 3 clusters Score -59282.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59296.042969 Penalty: 620.819946
	Iteration 7Q: 3 clusters Score -59296.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59308.558594 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -59308.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59317.152344 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -59317.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59322.589844 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -59322.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59330.476562 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -59330.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59335.464844 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -59335.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59343.203125 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -59343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59355.519531 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -59355.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59365.214844 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -59365.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59374.460938 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -59374.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59379.710938 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -59379.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59382.496094 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -59382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59387.445312 Penalty: 620.819946
	Iteration 19Q: 3 clusters Score -59387.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59392.230469 Penalty: 620.819946
	Iteration 20F: 3 clusters Score -59392.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59393.605469 Penalty: 620.819946
	Iteration 21Q: 3 clusters Score -59393.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59393.605469 Penalty: 620.819946
	Iteration 22F: 3 clusters Score -59393.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -90597.648438 Penalty: 334.739777
	Iteration 0F: 2 clusters Score -90597.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -89422.453125 Penalty: 669.479553
	Iteration 0F: 3 clusters Score -89422.45 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -89766.203125 Penalty: 669.479553
	Iteration 1F: 3 clusters Score -89766.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -89823.195312 Penalty: 669.479553
	Iteration 2F: 3 clusters Score -89823.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -89867.140625 Penalty: 669.479553
	Iteration 3Q: 3 clusters Score -89867.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -89902.687500 Penalty: 669.479553
	Iteration 4Q: 3 clusters Score -89902.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -89949.578125 Penalty: 669.479553
	Iteration 5Q: 3 clusters Score -89949.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90008.203125 Penalty: 669.479553
	Iteration 6Q: 3 clusters Score -90008.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -90068.648438 Penalty: 669.479553
	Iteration 7F: 3 clusters Score -90068.65 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90142.476562 Penalty: 669.479553
	Iteration 8F: 3 clusters Score -90142.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90222.843750 Penalty: 669.479553
	Iteration 9F: 3 clusters Score -90222.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90281.695312 Penalty: 669.479553
	Iteration 10Q: 3 clusters Score -90281.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -90322.664062 Penalty: 669.479553
	Iteration 11Q: 3 clusters Score -90322.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90365.312500 Penalty: 669.479553
	Iteration 12Q: 3 clusters Score -90365.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -90397.984375 Penalty: 669.479553
	Iteration 13Q: 3 clusters Score -90397.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -90419.000000 Penalty: 669.479553
	Iteration 14Q: 3 clusters Score -90419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90437.695312 Penalty: 669.479553
	Iteration 15Q: 3 clusters Score -90437.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -90448.914062 Penalty: 669.479553
	Iteration 16Q: 3 clusters Score -90448.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -90459.320312 Penalty: 669.479553
	Iteration 17Q: 3 clusters Score -90459.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -90480.265625 Penalty: 669.479553
	Iteration 18Q: 3 clusters Score -90480.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90491.789062 Penalty: 669.479553
	Iteration 19Q: 3 clusters Score -90491.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -90495.835938 Penalty: 669.479553
	Iteration 20F: 3 clusters Score -90495.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -90498.921875 Penalty: 669.479553
	Iteration 21Q: 3 clusters Score -90498.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90500.492188 Penalty: 669.479553
	Iteration 22Q: 3 clusters Score -90500.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -90502.156250 Penalty: 669.479553
	Iteration 23Q: 3 clusters Score -90502.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -90502.718750 Penalty: 669.479553
	Iteration 24Q: 3 clusters Score -90502.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90503.070312 Penalty: 669.479553
	Iteration 25Q: 3 clusters Score -90503.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90503.070312 Penalty: 669.479553
	Iteration 26F: 3 clusters Score -90503.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -28261.787109 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -28261.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27833.292969 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27833.29 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27970.794922 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27970.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28020.511719 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -28020.51 nChanged 26
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: -28043.904297 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -28043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28064.429688 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -28064.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28076.191406 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -28076.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28086.220703 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -28086.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28095.263672 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -28095.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28108.496094 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -28108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28115.763672 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -28115.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28125.671875 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -28125.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28142.746094 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -28142.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28150.509766 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -28150.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28158.642578 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -28158.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28167.152344 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -28167.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28171.613281 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -28171.61 nChanged 4
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: -28173.943359 Penalty: 553.896484
	Iteration 16Q: 3 clusters Score -28173.94 nChanged 0
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: -28173.943359 Penalty: 553.896484
	Iteration 17F: 3 clusters Score -28173.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 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 169 members 
Entering Unmasked Estep 
Score: -21627.435547 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21627.44 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21754.783203 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21754.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21775.490234 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21775.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21781.373047 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -21781.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21788.402344 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21791.695312 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21798.164062 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21798.16 nChanged 5
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: -21804.310547 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21804.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21811.062500 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21811.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21814.929688 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21814.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21819.775391 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21819.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21829.277344 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21829.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21856.138672 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -21856.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21873.302734 Penalty: 533.848572
	Iteration 13Q: 3 clusters Score -21873.3 nChanged 10
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: -21894.169922 Penalty: 533.848572
	Iteration 14Q: 3 clusters Score -21894.17 nChanged 5
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: -21907.810547 Penalty: 533.848572
	Iteration 15Q: 3 clusters Score -21907.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21926.695312 Penalty: 533.848572
	Iteration 16Q: 3 clusters Score -21926.7 nChanged 5
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: -21937.058594 Penalty: 533.848572
	Iteration 17Q: 3 clusters Score -21937.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21952.521484 Penalty: 533.848572
	Iteration 18Q: 3 clusters Score -21952.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21960.265625 Penalty: 533.848572
	Iteration 19Q: 3 clusters Score -21960.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21965.275391 Penalty: 533.848572
	Iteration 20F: 3 clusters Score -21965.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21966.664062 Penalty: 533.848572
	Iteration 21Q: 3 clusters Score -21966.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21966.664062 Penalty: 533.848572
	Iteration 22F: 3 clusters Score -21966.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -9456.204102 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -9456.204 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 117 members 
Entering Unmasked Estep 
Score: -9191.275391 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9191.275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9300.955078 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9300.955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9331.263672 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -9331.264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9345.647461 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -9345.647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9354.936523 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9354.937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9359.153320 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9359.153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9360.853516 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -9360.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9368.141602 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -9368.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9369.074219 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -9369.074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9369.074219 Penalty: 490.820129
	Iteration 9F: 3 clusters Score -9369.074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3193.441650 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3193.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3022.463623 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3022.464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3045.060547 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3045.061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3046.527832 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3046.528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3046.527832 Penalty: 390.431824
	Iteration 3F: 3 clusters Score -3046.528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11737.381836 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11737.38 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 100 members 
Entering Unmasked Estep 
Score: -11497.479492 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11497.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11704.916016 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11704.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11793.297852 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11793.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11860.522461 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11860.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11872.679688 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11872.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11881.671875 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11881.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11884.331055 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11884.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11890.934570 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11890.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11899.503906 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11890.021484 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11890.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11908.278320 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -11908.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11887.508789 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -11887.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11930.936523 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -11930.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11930.936523 Penalty: 485.277405
	Iteration 13F: 3 clusters Score -11930.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 39 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 168 members 
Entering Unmasked Estep 
Score: -53292840.000000 Penalty: 45531.234375
Splitting cluster 52 changes total score from -53293016.000000 to -53292840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -66485.976562 Penalty: 315.515076
	Iteration 0F: 2 clusters Score -66485.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -65673.460938 Penalty: 631.030151
	Iteration 0F: 3 clusters Score -65673.46 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -65941.031250 Penalty: 631.030151
	Iteration 1F: 3 clusters Score -65941.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66002.726562 Penalty: 631.030151
	Iteration 2F: 3 clusters Score -66002.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -66044.695312 Penalty: 631.030151
	Iteration 3Q: 3 clusters Score -66044.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66090.164062 Penalty: 631.030151
	Iteration 4Q: 3 clusters Score -66090.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66134.148438 Penalty: 631.030151
	Iteration 5Q: 3 clusters Score -66134.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66173.429688 Penalty: 631.030151
	Iteration 6Q: 3 clusters Score -66173.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66190.140625 Penalty: 631.030151
	Iteration 7Q: 3 clusters Score -66190.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66196.460938 Penalty: 631.030151
	Iteration 8Q: 3 clusters Score -66196.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -66211.609375 Penalty: 631.030151
	Iteration 9Q: 3 clusters Score -66211.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66217.375000 Penalty: 631.030151
	Iteration 10Q: 3 clusters Score -66217.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -66220.226562 Penalty: 631.030151
	Iteration 11Q: 3 clusters Score -66220.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66222.062500 Penalty: 631.030151
	Iteration 12Q: 3 clusters Score -66222.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66223.867188 Penalty: 631.030151
	Iteration 13Q: 3 clusters Score -66223.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -66224.468750 Penalty: 631.030151
	Iteration 14Q: 3 clusters Score -66224.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66225.054688 Penalty: 631.030151
	Iteration 15Q: 3 clusters Score -66225.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66225.570312 Penalty: 631.030151
	Iteration 16Q: 3 clusters Score -66225.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -66227.484375 Penalty: 631.030151
	Iteration 17Q: 3 clusters Score -66227.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -66228.492188 Penalty: 631.030151
	Iteration 18Q: 3 clusters Score -66228.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -66228.835938 Penalty: 631.030151
	Iteration 19Q: 3 clusters Score -66228.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -66228.835938 Penalty: 631.030151
	Iteration 20F: 3 clusters Score -66228.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -46629.222656 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -46629.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45994.074219 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -45994.07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46176.085938 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -46176.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46226.062500 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -46226.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46262.171875 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -46262.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46278.949219 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -46278.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46290.523438 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -46290.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46306.718750 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -46306.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46321.792969 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -46321.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46336.488281 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -46336.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46347.949219 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -46347.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46355.230469 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -46355.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46358.769531 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -46358.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46361.476562 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -46361.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46364.675781 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -46364.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46367.222656 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -46367.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46368.179688 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -46368.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46368.531250 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -46368.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46370.445312 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -46370.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46371.515625 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -46371.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46371.941406 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -46371.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46372.296875 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -46372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -12865.066406 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -12865.07 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 112 members 
Entering Unmasked Estep 
Score: -12559.586914 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -12559.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12665.518555 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -12665.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12717.426758 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -12717.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12735.060547 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -12735.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12755.170898 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -12755.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12785.504883 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -12785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12794.938477 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -12794.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12794.938477 Penalty: 489.150330
	Iteration 7F: 3 clusters Score -12794.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (84347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Entering Unmasked Estep 
Score: -5216604.000000 Penalty: 516.092590
	Iteration 0F: 2 clusters Score -5216604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5160078.000000 Penalty: 1032.185181
	Iteration 0F: 3 clusters Score -5160078 nChanged 41099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5185428.000000 Penalty: 1032.185181
	Iteration 1F: 3 clusters Score -5185428 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -5186973.500000 Penalty: 1032.185181
	Iteration 2Q: 3 clusters Score -5186974 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5190081.000000 Penalty: 1032.185181
	Iteration 3F: 3 clusters Score -5190081 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -5195598.000000 Penalty: 1032.185181
	Iteration 4F: 3 clusters Score -5195598 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5203905.500000 Penalty: 1032.185181
	Iteration 5F: 3 clusters Score -5203906 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5211499.000000 Penalty: 1032.185181
	Iteration 6F: 3 clusters Score -5211499 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5214991.500000 Penalty: 1032.185181
	Iteration 7Q: 3 clusters Score -5214992 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5215919.000000 Penalty: 1032.185181
	Iteration 8Q: 3 clusters Score -5215919 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5216095.500000 Penalty: 1032.185181
	Iteration 9Q: 3 clusters Score -5216096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5216130.500000 Penalty: 1032.185181
	Iteration 10Q: 3 clusters Score -5216130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5216147.500000 Penalty: 1032.185181
	Iteration 11Q: 3 clusters Score -5216148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5216157.000000 Penalty: 1032.185181
	Iteration 12Q: 3 clusters Score -5216157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5216165.000000 Penalty: 1032.185181
	Iteration 13Q: 3 clusters Score -5216165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5216165.500000 Penalty: 1032.185181
	Iteration 14Q: 3 clusters Score -5216166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5216169.500000 Penalty: 1032.185181
	Iteration 15Q: 3 clusters Score -5216170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5216169.000000 Penalty: 1032.185181
	Iteration 16Q: 3 clusters Score -5216169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5216169.000000 Penalty: 1032.185181
	Iteration 17F: 3 clusters Score -5216169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 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 81 members 
Entering Unmasked Estep 
Score: -10910.373047 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10910.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10993.909180 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10993.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11019.330078 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -11019.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11026.762695 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11026.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11034.040039 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11034.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11034.040039 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -11034.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -10785.044922 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -10785.04 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 105 members 
Entering Unmasked Estep 
Score: -10488.519531 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -10488.52 nChanged 50
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: -10560.158203 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -10560.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10580.688477 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -10580.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10586.194336 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -10586.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10597.630859 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -10597.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10610.587891 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -10610.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10610.587891 Penalty: 482.146881
	Iteration 6F: 3 clusters Score -10610.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -15615.378906 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -15615.38 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 145 members 
Entering Unmasked Estep 
Score: -15301.222656 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -15301.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15377.432617 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -15377.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15410.219727 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -15410.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15423.724609 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -15423.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15437.666016 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -15437.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15443.642578 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -15443.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15445.096680 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -15445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15445.809570 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -15445.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15445.809570 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -15445.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -24220.013672 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24220.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23793.187500 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -23793.19 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23890.375000 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -23890.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23913.105469 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -23913.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23935.244141 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -23935.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23952.724609 Penalty: 543.384827
	Iteration 4F: 3 clusters Score -23952.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23959.181641 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -23959.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23970.041016 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -23970.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23982.814453 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -23982.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23986.396484 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -23986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23989.105469 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -23989.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23989.501953 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -23989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23991.144531 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -23991.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23992.089844 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -23992.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23993.361328 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -23993.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23993.783203 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -23993.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23993.783203 Penalty: 543.384827
	Iteration 15F: 3 clusters Score -23993.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10098.866211 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -10098.87 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 103 members 
Entering Unmasked Estep 
Score: -9812.859375 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9812.859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9915.349609 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9915.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9963.117188 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -9963.117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10008.546875 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -10008.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10028.372070 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -10028.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10034.955078 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10034.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10045.554688 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -10045.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10054.801758 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -10054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10059.221680 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -10059.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10062.110352 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -10062.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10064.263672 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -10064.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10068.101562 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -10068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10068.756836 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -10068.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10069.511719 Penalty: 480.308441
	Iteration 13Q: 3 clusters Score -10069.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10069.903320 Penalty: 480.308441
	Iteration 14Q: 3 clusters Score -10069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10069.903320 Penalty: 480.308441
	Iteration 15F: 3 clusters Score -10069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -6760.961426 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -6760.961 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 58 members 
Entering Unmasked Estep 
Score: -6558.102051 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6558.102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6638.992188 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6638.992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6655.973633 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -6655.974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6659.954590 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6659.955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6669.985352 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6669.985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6672.228516 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -6672.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6674.033203 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -6674.033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6676.274902 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -6676.275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6676.274902 Penalty: 442.242920
	Iteration 8F: 3 clusters Score -6676.275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -126486.171875 Penalty: 345.176483
	Iteration 0F: 2 clusters Score -126486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -125089.179688 Penalty: 690.352966
	Iteration 0F: 3 clusters Score -125089.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -125567.687500 Penalty: 690.352966
	Iteration 1F: 3 clusters Score -125567.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -125633.156250 Penalty: 690.352966
	Iteration 2F: 3 clusters Score -125633.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -125668.976562 Penalty: 690.352966
	Iteration 3Q: 3 clusters Score -125669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -125699.468750 Penalty: 690.352966
	Iteration 4Q: 3 clusters Score -125699.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -125733.640625 Penalty: 690.352966
	Iteration 5Q: 3 clusters Score -125733.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -125766.062500 Penalty: 690.352966
	Iteration 6Q: 3 clusters Score -125766.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -125806.125000 Penalty: 690.352966
	Iteration 7Q: 3 clusters Score -125806.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -125847.031250 Penalty: 690.352966
	Iteration 8Q: 3 clusters Score -125847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -125890.281250 Penalty: 690.352966
	Iteration 9Q: 3 clusters Score -125890.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -125940.828125 Penalty: 690.352966
	Iteration 10Q: 3 clusters Score -125940.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -125984.539062 Penalty: 690.352966
	Iteration 11Q: 3 clusters Score -125984.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -126021.367188 Penalty: 690.352966
	Iteration 12Q: 3 clusters Score -126021.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -126048.203125 Penalty: 690.352966
	Iteration 13Q: 3 clusters Score -126048.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -126066.289062 Penalty: 690.352966
	Iteration 14Q: 3 clusters Score -126066.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -126076.601562 Penalty: 690.352966
	Iteration 15Q: 3 clusters Score -126076.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -126087.843750 Penalty: 690.352966
	Iteration 16Q: 3 clusters Score -126087.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -126101.421875 Penalty: 690.352966
	Iteration 17Q: 3 clusters Score -126101.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -126113.609375 Penalty: 690.352966
	Iteration 18Q: 3 clusters Score -126113.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -126126.015625 Penalty: 690.352966
	Iteration 19Q: 3 clusters Score -126126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -126134.515625 Penalty: 690.352966
	Iteration 20F: 3 clusters Score -126134.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -126140.445312 Penalty: 690.352966
	Iteration 21Q: 3 clusters Score -126140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -126144.140625 Penalty: 690.352966
	Iteration 22Q: 3 clusters Score -126144.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -126148.953125 Penalty: 690.352966
	Iteration 23Q: 3 clusters Score -126149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -126152.585938 Penalty: 690.352966
	Iteration 24Q: 3 clusters Score -126152.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -126160.718750 Penalty: 690.352966
	Iteration 25Q: 3 clusters Score -126160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -126167.234375 Penalty: 690.352966
	Iteration 26Q: 3 clusters Score -126167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -126170.804688 Penalty: 690.352966
	Iteration 27Q: 3 clusters Score -126170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -126175.195312 Penalty: 690.352966
	Iteration 28Q: 3 clusters Score -126175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -126178.882812 Penalty: 690.352966
	Iteration 29Q: 3 clusters Score -126178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -126183.445312 Penalty: 690.352966
	Iteration 30Q: 3 clusters Score -126183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -126185.773438 Penalty: 690.352966
	Iteration 31Q: 3 clusters Score -126185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -126188.679688 Penalty: 690.352966
	Iteration 32Q: 3 clusters Score -126188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -126191.296875 Penalty: 690.352966
	Iteration 33Q: 3 clusters Score -126191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -126193.992188 Penalty: 690.352966
	Iteration 34Q: 3 clusters Score -126194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -126197.664062 Penalty: 690.352966
	Iteration 35Q: 3 clusters Score -126197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -126200.781250 Penalty: 690.352966
	Iteration 36Q: 3 clusters Score -126200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -126203.406250 Penalty: 690.352966
	Iteration 37Q: 3 clusters Score -126203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -126203.789062 Penalty: 690.352966
	Iteration 38Q: 3 clusters Score -126203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -126204.109375 Penalty: 690.352966
	Iteration 39Q: 3 clusters Score -126204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -126204.289062 Penalty: 690.352966
	Iteration 40F: 3 clusters Score -126204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -126204.828125 Penalty: 690.352966
	Iteration 41Q: 3 clusters Score -126204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -126204.828125 Penalty: 690.352966
	Iteration 42F: 3 clusters Score -126204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -19235.083984 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -19235.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18864.228516 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -18864.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18981.218750 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -18981.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19028.427734 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -19028.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19050.925781 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -19050.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19069.222656 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -19069.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19080.351562 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -19080.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19093.859375 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -19093.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19106.980469 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -19106.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19122.669922 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -19122.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19134.224609 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -19134.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19145.373047 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -19145.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19149.714844 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -19149.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19150.710938 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -19150.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19150.710938 Penalty: 522.613281
	Iteration 13F: 3 clusters Score -19150.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (91094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Entering Unmasked Estep 
Score: -5591945.500000 Penalty: 519.593933
	Iteration 0F: 2 clusters Score -5591946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -5530742.000000 Penalty: 1039.187866
	Iteration 0F: 3 clusters Score -5530742 nChanged 44754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -5561511.000000 Penalty: 1039.187866
	Iteration 1F: 3 clusters Score -5561511 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -5565850.500000 Penalty: 1039.187866
	Iteration 2F: 3 clusters Score -5565850 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5572425.500000 Penalty: 1039.187866
	Iteration 3F: 3 clusters Score -5572426 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -5578649.000000 Penalty: 1039.187866
	Iteration 4F: 3 clusters Score -5578649 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -5581342.500000 Penalty: 1039.187866
	Iteration 5F: 3 clusters Score -5581342 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -5582076.500000 Penalty: 1039.187866
	Iteration 6Q: 3 clusters Score -5582076 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5582476.000000 Penalty: 1039.187866
	Iteration 7Q: 3 clusters Score -5582476 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5582813.500000 Penalty: 1039.187866
	Iteration 8Q: 3 clusters Score -5582814 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -5583146.000000 Penalty: 1039.187866
	Iteration 9Q: 3 clusters Score -5583146 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -5583502.500000 Penalty: 1039.187866
	Iteration 10Q: 3 clusters Score -5583502 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5583838.500000 Penalty: 1039.187866
	Iteration 11Q: 3 clusters Score -5583838 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5584174.000000 Penalty: 1039.187866
	Iteration 12Q: 3 clusters Score -5584174 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -5584524.500000 Penalty: 1039.187866
	Iteration 13Q: 3 clusters Score -5584524 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -5584899.000000 Penalty: 1039.187866
	Iteration 14Q: 3 clusters Score -5584899 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -5585428.000000 Penalty: 1039.187866
	Iteration 15Q: 3 clusters Score -5585428 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -5586084.500000 Penalty: 1039.187866
	Iteration 16Q: 3 clusters Score -5586084 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -5586786.500000 Penalty: 1039.187866
	Iteration 17Q: 3 clusters Score -5586786 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -5587705.000000 Penalty: 1039.187866
	Iteration 18Q: 3 clusters Score -5587705 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -5588547.500000 Penalty: 1039.187866
	Iteration 19Q: 3 clusters Score -5588548 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5589254.000000 Penalty: 1039.187866
	Iteration 20F: 3 clusters Score -5589254 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -5589768.500000 Penalty: 1039.187866
	Iteration 21Q: 3 clusters Score -5589768 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -5590107.000000 Penalty: 1039.187866
	Iteration 22Q: 3 clusters Score -5590107 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -5590334.500000 Penalty: 1039.187866
	Iteration 23Q: 3 clusters Score -5590334 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -5590418.500000 Penalty: 1039.187866
	Iteration 24Q: 3 clusters Score -5590418 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -5590510.500000 Penalty: 1039.187866
	Iteration 25Q: 3 clusters Score -5590510 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -5590544.000000 Penalty: 1039.187866
	Iteration 26Q: 3 clusters Score -5590544 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -5590561.500000 Penalty: 1039.187866
	Iteration 27Q: 3 clusters Score -5590562 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5590576.000000 Penalty: 1039.187866
	Iteration 28Q: 3 clusters Score -5590576 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -5590569.000000 Penalty: 1039.187866
	Iteration 29Q: 3 clusters Score -5590569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -5590586.500000 Penalty: 1039.187866
	Iteration 30Q: 3 clusters Score -5590586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -5590594.000000 Penalty: 1039.187866
	Iteration 31Q: 3 clusters Score -5590594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -5590604.500000 Penalty: 1039.187866
	Iteration 32Q: 3 clusters Score -5590604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -5590615.000000 Penalty: 1039.187866
	Iteration 33Q: 3 clusters Score -5590615 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -5590613.500000 Penalty: 1039.187866
	Iteration 34Q: 3 clusters Score -5590614 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -5590601.000000 Penalty: 1039.187866
	Iteration 35Q: 3 clusters Score -5590601 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -5590598.500000 Penalty: 1039.187866
	Iteration 36Q: 3 clusters Score -5590598 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -5590587.000000 Penalty: 1039.187866
	Iteration 37Q: 3 clusters Score -5590587 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -5590604.000000 Penalty: 1039.187866
	Iteration 38Q: 3 clusters Score -5590604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -5590611.000000 Penalty: 1039.187866
	Iteration 39Q: 3 clusters Score -5590611 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -5590613.500000 Penalty: 1039.187866
	Iteration 40F: 3 clusters Score -5590614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -5590618.000000 Penalty: 1039.187866
	Iteration 41Q: 3 clusters Score -5590618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -5590624.000000 Penalty: 1039.187866
	Iteration 42Q: 3 clusters Score -5590624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -5590622.500000 Penalty: 1039.187866
	Iteration 43Q: 3 clusters Score -5590622 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -5590640.000000 Penalty: 1039.187866
	Iteration 44Q: 3 clusters Score -5590640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -5590637.000000 Penalty: 1039.187866
	Iteration 45Q: 3 clusters Score -5590637 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -5590643.000000 Penalty: 1039.187866
	Iteration 46Q: 3 clusters Score -5590643 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -5590648.000000 Penalty: 1039.187866
	Iteration 47Q: 3 clusters Score -5590648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -5590625.500000 Penalty: 1039.187866
	Iteration 48Q: 3 clusters Score -5590626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -5590625.000000 Penalty: 1039.187866
	Iteration 49Q: 3 clusters Score -5590625 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -5590641.000000 Penalty: 1039.187866
	Iteration 50Q: 3 clusters Score -5590641 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -5590636.500000 Penalty: 1039.187866
	Iteration 51Q: 3 clusters Score -5590636 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -5590653.500000 Penalty: 1039.187866
	Iteration 52Q: 3 clusters Score -5590654 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -5590645.000000 Penalty: 1039.187866
	Iteration 53Q: 3 clusters Score -5590645 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -5590638.500000 Penalty: 1039.187866
	Iteration 54Q: 3 clusters Score -5590638 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -5590665.000000 Penalty: 1039.187866
	Iteration 55Q: 3 clusters Score -5590665 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -5590681.500000 Penalty: 1039.187866
	Iteration 56Q: 3 clusters Score -5590682 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -5590705.000000 Penalty: 1039.187866
	Iteration 57Q: 3 clusters Score -5590705 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -5590697.000000 Penalty: 1039.187866
	Iteration 58Q: 3 clusters Score -5590697 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -5590701.500000 Penalty: 1039.187866
	Iteration 59Q: 3 clusters Score -5590702 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -5590718.500000 Penalty: 1039.187866
	Iteration 60F: 3 clusters Score -5590718 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -5590737.500000 Penalty: 1039.187866
	Iteration 61Q: 3 clusters Score -5590738 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -5590755.000000 Penalty: 1039.187866
	Iteration 62Q: 3 clusters Score -5590755 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -5590767.000000 Penalty: 1039.187866
	Iteration 63Q: 3 clusters Score -5590767 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -5590772.000000 Penalty: 1039.187866
	Iteration 64Q: 3 clusters Score -5590772 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -5590782.500000 Penalty: 1039.187866
	Iteration 65Q: 3 clusters Score -5590782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -5590778.500000 Penalty: 1039.187866
	Iteration 66Q: 3 clusters Score -5590778 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -5590770.500000 Penalty: 1039.187866
	Iteration 67Q: 3 clusters Score -5590770 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -5590798.000000 Penalty: 1039.187866
	Iteration 68Q: 3 clusters Score -5590798 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -5590806.000000 Penalty: 1039.187866
	Iteration 69Q: 3 clusters Score -5590806 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -5590815.000000 Penalty: 1039.187866
	Iteration 70Q: 3 clusters Score -5590815 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -5590832.000000 Penalty: 1039.187866
	Iteration 71Q: 3 clusters Score -5590832 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -5590840.000000 Penalty: 1039.187866
	Iteration 72Q: 3 clusters Score -5590840 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -5590843.000000 Penalty: 1039.187866
	Iteration 73Q: 3 clusters Score -5590843 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -5590846.000000 Penalty: 1039.187866
	Iteration 74Q: 3 clusters Score -5590846 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -5590858.500000 Penalty: 1039.187866
	Iteration 75Q: 3 clusters Score -5590858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -5590848.500000 Penalty: 1039.187866
	Iteration 76Q: 3 clusters Score -5590848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -5590864.000000 Penalty: 1039.187866
	Iteration 77Q: 3 clusters Score -5590864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -5590869.500000 Penalty: 1039.187866
	Iteration 78Q: 3 clusters Score -5590870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -5590863.000000 Penalty: 1039.187866
	Iteration 79Q: 3 clusters Score -5590863 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5590873.500000 Penalty: 1039.187866
	Iteration 80F: 3 clusters Score -5590874 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -5590865.500000 Penalty: 1039.187866
	Iteration 81Q: 3 clusters Score -5590866 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5590902 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5590929 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5590948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5590958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5590970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5590990 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5591002 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5591014 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5591002 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -5590992.500000 Penalty: 1039.187866
	Iteration 93Q: 3 clusters Score -5590992 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5590997 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5591000 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5591008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -5591042.500000 Penalty: 1039.187866
	Iteration 97Q: 3 clusters Score -5591042 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5591053 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5591078 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5591099 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5591106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5591111 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5591122 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5591174 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5591172 nChanged 255
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Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5591202 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5591230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5591216 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5591218 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -5591243.500000 Penalty: 1039.187866
	Iteration 110Q: 3 clusters Score -5591244 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5591269 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5591264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5591252 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5591278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5591270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5591256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5591268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5591264 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5591294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -5591305.500000 Penalty: 1039.187866
	Iteration 120F: 3 clusters Score -5591306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5591298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -5591319.000000 Penalty: 1039.187866
	Iteration 122Q: 3 clusters Score -5591319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5591320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -5591326.000000 Penalty: 1039.187866
	Iteration 124Q: 3 clusters Score -5591326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5591319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -5591309.500000 Penalty: 1039.187866
	Iteration 126Q: 3 clusters Score -5591310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -5591337.000000 Penalty: 1039.187866
	Iteration 127Q: 3 clusters Score -5591337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -5591334.000000 Penalty: 1039.187866
	Iteration 128Q: 3 clusters Score -5591334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -5591346.000000 Penalty: 1039.187866
	Iteration 129Q: 3 clusters Score -5591346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -5591359.500000 Penalty: 1039.187866
	Iteration 130Q: 3 clusters Score -5591360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5591371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5591396 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -5591389.500000 Penalty: 1039.187866
	Iteration 133Q: 3 clusters Score -5591390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -5591384.000000 Penalty: 1039.187866
	Iteration 134Q: 3 clusters Score -5591384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5591386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5591390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -5591402.500000 Penalty: 1039.187866
	Iteration 137Q: 3 clusters Score -5591402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -5591412.500000 Penalty: 1039.187866
	Iteration 138Q: 3 clusters Score -5591412 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5591418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -5591416.000000 Penalty: 1039.187866
	Iteration 140F: 3 clusters Score -5591416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -5591400.000000 Penalty: 1039.187866
	Iteration 141Q: 3 clusters Score -5591400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -5591406.500000 Penalty: 1039.187866
	Iteration 142Q: 3 clusters Score -5591406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -5591404.000000 Penalty: 1039.187866
	Iteration 143Q: 3 clusters Score -5591404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -5591431.000000 Penalty: 1039.187866
	Iteration 144Q: 3 clusters Score -5591431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -5591425.500000 Penalty: 1039.187866
	Iteration 145Q: 3 clusters Score -5591426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -5591423.000000 Penalty: 1039.187866
	Iteration 146Q: 3 clusters Score -5591423 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5591437 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -5591440.000000 Penalty: 1039.187866
	Iteration 148Q: 3 clusters Score -5591440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -5591452.500000 Penalty: 1039.187866
	Iteration 149Q: 3 clusters Score -5591452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -5591457.500000 Penalty: 1039.187866
	Iteration 150Q: 3 clusters Score -5591458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5591465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5591472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5591472 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5591477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5591498 nChanged 98
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Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -5591501.000000 Penalty: 1039.187866
	Iteration 156Q: 3 clusters Score -5591501 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -5591517.000000 Penalty: 1039.187866
	Iteration 157Q: 3 clusters Score -5591517 nChanged 103
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Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -5591536.500000 Penalty: 1039.187866
	Iteration 158Q: 3 clusters Score -5591536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -5591531.000000 Penalty: 1039.187866
	Iteration 159Q: 3 clusters Score -5591531 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -5591508.000000 Penalty: 1039.187866
	Iteration 160F: 3 clusters Score -5591508 nChanged 90
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Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -5591503.500000 Penalty: 1039.187866
	Iteration 161Q: 3 clusters Score -5591504 nChanged 96
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Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5591506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -5591522.000000 Penalty: 1039.187866
	Iteration 163Q: 3 clusters Score -5591522 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -5591528.000000 Penalty: 1039.187866
	Iteration 164Q: 3 clusters Score -5591528 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5591540 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5591550 nChanged 99
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Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5591564 nChanged 94
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Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5591559 nChanged 87
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Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -5591555.000000 Penalty: 1039.187866
	Iteration 169Q: 3 clusters Score -5591555 nChanged 84
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Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -5591554.500000 Penalty: 1039.187866
	Iteration 170Q: 3 clusters Score -5591554 nChanged 72
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Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -5591561.500000 Penalty: 1039.187866
	Iteration 171Q: 3 clusters Score -5591562 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5591560 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -5591556.500000 Penalty: 1039.187866
	Iteration 173Q: 3 clusters Score -5591556 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5591562 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -5591565.500000 Penalty: 1039.187866
	Iteration 175Q: 3 clusters Score -5591566 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 75603 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5591575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -5591555.500000 Penalty: 1039.187866
	Iteration 177Q: 3 clusters Score -5591556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5591547 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -5591555.500000 Penalty: 1039.187866
	Iteration 179Q: 3 clusters Score -5591556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -5591562.500000 Penalty: 1039.187866
	Iteration 180F: 3 clusters Score -5591562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5591574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5591570 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5591576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5591582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -5591583.500000 Penalty: 1039.187866
	Iteration 185Q: 3 clusters Score -5591584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5591596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5591594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5591600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -5591606.500000 Penalty: 1039.187866
	Iteration 189Q: 3 clusters Score -5591606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -5591602.000000 Penalty: 1039.187866
	Iteration 190Q: 3 clusters Score -5591602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -5591614.000000 Penalty: 1039.187866
	Iteration 191Q: 3 clusters Score -5591614 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -5591623.000000 Penalty: 1039.187866
	Iteration 192Q: 3 clusters Score -5591623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5591629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5591630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5591630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5591620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5591612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5591606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5591606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5591606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5591608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5591616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5591612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5591610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5591618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5591618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5591618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5591618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5591618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -5591616.500000 Penalty: 1039.187866
	Iteration 210Q: 3 clusters Score -5591616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5591626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -5591635.000000 Penalty: 1039.187866
	Iteration 212Q: 3 clusters Score -5591635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5591628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5591632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5591624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5591625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5591634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5591642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -5591626.000000 Penalty: 1039.187866
	Iteration 219Q: 3 clusters Score -5591626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -5591630.000000 Penalty: 1039.187866
	Iteration 220F: 3 clusters Score -5591630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -5591628.500000 Penalty: 1039.187866
	Iteration 221Q: 3 clusters Score -5591628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5591614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5591618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5591618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5591608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -5591612.000000 Penalty: 1039.187866
	Iteration 226Q: 3 clusters Score -5591612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5591618 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5591612 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5591610 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5591608 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5591601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5591608 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5591608 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5591608 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5591606 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5591605 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12535 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5591598 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12503 members 
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	Iteration 238Q: 3 clusters Score -5591590 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5591599 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5591599 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5591601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5591598 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5591600 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12331 members 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5591598 nChanged 32
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5591594 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12268 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5591592 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5591587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5591593 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5591594 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5591586 nChanged 31
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Mstep: Class 2 contains 79004 members 
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	Iteration 251Q: 3 clusters Score -5591590 nChanged 34
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Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5591602 nChanged 38
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Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5591602 nChanged 45
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	Iteration 254Q: 3 clusters Score -5591606 nChanged 41
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	Iteration 255Q: 3 clusters Score -5591608 nChanged 44
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Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5591614 nChanged 46
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Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5591598 nChanged 54
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5591600 nChanged 61
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Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5591582 nChanged 58
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Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5591584 nChanged 58
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Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5591571 nChanged 63
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Mstep: Class 1 contains 11548 members 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5591594 nChanged 57
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Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5591589 nChanged 57
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Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5591598 nChanged 57
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Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5591595 nChanged 43
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Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5591599 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5591582.500000 Penalty: 1039.187866
	Iteration 267Q: 3 clusters Score -5591582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5591580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5591574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5591572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5591562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5591563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5591561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -5591564.000000 Penalty: 1039.187866
	Iteration 274Q: 3 clusters Score -5591564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5591572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5591568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5591579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5591576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5591574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5591575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5591586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5591600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5591603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5591606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5591622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5591620 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5591630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5591642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5591636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5591631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5591634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5591625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5591625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5591634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5591640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5591642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5591648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5591656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5591654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5591658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5591661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5591658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5591639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5591638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5591631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5591642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5591640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5591644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5591655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5591648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5591640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5591646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5591650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -5591647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -5591656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -5591648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5591646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -5591656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -5591652 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8599 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5591654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5591653 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5591652 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8536 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5591650 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8514 members 
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	Iteration 324Q: 3 clusters Score -5591650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -5591642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -5591642 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -5591640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -5591644 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8441 members 
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	Iteration 329Q: 3 clusters Score -5591650 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8425 members 
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	Iteration 330Q: 3 clusters Score -5591648 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -5591646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -5591638 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8367 members 
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -5591646 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 82744 members 
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	Iteration 334Q: 3 clusters Score -5591650 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -5591646 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -5591644 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8307 members 
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	Iteration 337Q: 3 clusters Score -5591646 nChanged 8
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Mstep: Class 1 contains 8299 members 
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	Iteration 338Q: 3 clusters Score -5591638 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8296 members 
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	Iteration 339Q: 3 clusters Score -5591642 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
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	Iteration 340F: 3 clusters Score -5591641 nChanged 2
Entering Unmasked Mstep 
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	Iteration 341Q: 3 clusters Score -5591641 nChanged 2
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	Iteration 342Q: 3 clusters Score -5591641 nChanged 2
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	Iteration 343Q: 3 clusters Score -5591644 nChanged 3
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	Iteration 344Q: 3 clusters Score -5591644 nChanged 3
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Mstep: Class 1 contains 8283 members 
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	Iteration 345Q: 3 clusters Score -5591642 nChanged 4
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Mstep: Class 1 contains 8279 members 
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	Iteration 346Q: 3 clusters Score -5591640 nChanged 7
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	Iteration 347Q: 3 clusters Score -5591641 nChanged 6
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Mstep: Class 1 contains 8266 members 
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	Iteration 348Q: 3 clusters Score -5591643 nChanged 5
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Mstep: Class 1 contains 8261 members 
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -5591638 nChanged 5
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Mstep: Class 1 contains 8256 members 
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	Iteration 350Q: 3 clusters Score -5591637 nChanged 4
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	Iteration 351Q: 3 clusters Score -5591635 nChanged 4
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	Iteration 352Q: 3 clusters Score -5591639 nChanged 5
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	Iteration 353Q: 3 clusters Score -5591638 nChanged 3
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Mstep: Class 1 contains 8240 members 
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Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -5591633 nChanged 3
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	Iteration 355Q: 3 clusters Score -5591635 nChanged 3
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	Iteration 356Q: 3 clusters Score -5591632 nChanged 4
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	Iteration 357Q: 3 clusters Score -5591636 nChanged 6
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	Iteration 358Q: 3 clusters Score -5591638 nChanged 11
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	Iteration 359Q: 3 clusters Score -5591642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -5591640.500000 Penalty: 1039.187866
	Iteration 360F: 3 clusters Score -5591640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -5591637.000000 Penalty: 1039.187866
	Iteration 361Q: 3 clusters Score -5591637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -5591639.000000 Penalty: 1039.187866
	Iteration 362Q: 3 clusters Score -5591639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -5591633.500000 Penalty: 1039.187866
	Iteration 363Q: 3 clusters Score -5591634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -5591634.500000 Penalty: 1039.187866
	Iteration 364Q: 3 clusters Score -5591634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -5591645.000000 Penalty: 1039.187866
	Iteration 365Q: 3 clusters Score -5591645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -5591644.500000 Penalty: 1039.187866
	Iteration 366Q: 3 clusters Score -5591644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -5591648.000000 Penalty: 1039.187866
	Iteration 367Q: 3 clusters Score -5591648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -5591644.500000 Penalty: 1039.187866
	Iteration 368Q: 3 clusters Score -5591644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -5591644.000000 Penalty: 1039.187866
	Iteration 369Q: 3 clusters Score -5591644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -5591643.000000 Penalty: 1039.187866
	Iteration 370Q: 3 clusters Score -5591643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -5591647.000000 Penalty: 1039.187866
	Iteration 371Q: 3 clusters Score -5591647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -5591646.000000 Penalty: 1039.187866
	Iteration 372Q: 3 clusters Score -5591646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -5591646.000000 Penalty: 1039.187866
	Iteration 373F: 3 clusters Score -5591646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11038.347656 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -11038.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10776.142578 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10776.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10838.594727 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10838.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10843.243164 Penalty: 468.421997
	Iteration 2Q: 3 clusters Score -10843.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10844.196289 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10844.196289 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -10844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -22229.617188 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -22229.62 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 164 members 
Entering Unmasked Estep 
Score: -21842.638672 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21842.64 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21933.175781 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21933.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21962.808594 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21962.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21981.988281 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -21981.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21996.851562 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -21996.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22002.833984 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -22002.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22005.044922 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -22005.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22008.470703 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -22008.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22010.917969 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -22010.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22011.611328 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -22011.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22012.333984 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -22012.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22012.830078 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -22012.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22012.830078 Penalty: 526.607666
	Iteration 12F: 3 clusters Score -22012.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -13599.819336 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -13599.82 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 138 members 
Entering Unmasked Estep 
Score: -13293.337891 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -13293.34 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13480.776367 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -13480.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13531.751953 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -13531.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13545.703125 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -13545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13558.216797 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -13558.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13572.895508 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -13572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13578.888672 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -13578.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13583.335938 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -13583.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13584.548828 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -13584.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13584.548828 Penalty: 516.272400
	Iteration 9F: 3 clusters Score -13584.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (24805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Entering Unmasked Estep 
Score: -1586705.750000 Penalty: 460.405396
	Iteration 0F: 2 clusters Score -1586706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1570095.125000 Penalty: 920.810791
	Iteration 0F: 3 clusters Score -1570095 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1577251.375000 Penalty: 920.810791
	Iteration 1F: 3 clusters Score -1577251 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1577933.875000 Penalty: 920.810791
	Iteration 2F: 3 clusters Score -1577934 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1579167.375000 Penalty: 920.810791
	Iteration 3F: 3 clusters Score -1579167 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1580919.875000 Penalty: 920.810791
	Iteration 4F: 3 clusters Score -1580920 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1582394.875000 Penalty: 920.810791
	Iteration 5F: 3 clusters Score -1582395 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1583021.500000 Penalty: 920.810791
	Iteration 6F: 3 clusters Score -1583022 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1583255.125000 Penalty: 920.810791
	Iteration 7Q: 3 clusters Score -1583255 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1583435.000000 Penalty: 920.810791
	Iteration 8Q: 3 clusters Score -1583435 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1583594.750000 Penalty: 920.810791
	Iteration 9Q: 3 clusters Score -1583595 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1583742.500000 Penalty: 920.810791
	Iteration 10Q: 3 clusters Score -1583742 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1583890.000000 Penalty: 920.810791
	Iteration 11Q: 3 clusters Score -1583890 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1584000.625000 Penalty: 920.810791
	Iteration 12Q: 3 clusters Score -1584001 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1584110.750000 Penalty: 920.810791
	Iteration 13Q: 3 clusters Score -1584111 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1584201.000000 Penalty: 920.810791
	Iteration 14Q: 3 clusters Score -1584201 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1584280.125000 Penalty: 920.810791
	Iteration 15Q: 3 clusters Score -1584280 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1584346.750000 Penalty: 920.810791
	Iteration 16Q: 3 clusters Score -1584347 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1584407.000000 Penalty: 920.810791
	Iteration 17Q: 3 clusters Score -1584407 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1584450.500000 Penalty: 920.810791
	Iteration 18Q: 3 clusters Score -1584450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1584475.125000 Penalty: 920.810791
	Iteration 19Q: 3 clusters Score -1584475 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1584511.250000 Penalty: 920.810791
	Iteration 20F: 3 clusters Score -1584511 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1584516.250000 Penalty: 920.810791
	Iteration 21Q: 3 clusters Score -1584516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1584548.000000 Penalty: 920.810791
	Iteration 22Q: 3 clusters Score -1584548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1584575.500000 Penalty: 920.810791
	Iteration 23Q: 3 clusters Score -1584576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1584600.000000 Penalty: 920.810791
	Iteration 24Q: 3 clusters Score -1584600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1584614.375000 Penalty: 920.810791
	Iteration 25Q: 3 clusters Score -1584614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1584640.375000 Penalty: 920.810791
	Iteration 26Q: 3 clusters Score -1584640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1584660.000000 Penalty: 920.810791
	Iteration 27Q: 3 clusters Score -1584660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1584663.000000 Penalty: 920.810791
	Iteration 28Q: 3 clusters Score -1584663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1584674.375000 Penalty: 920.810791
	Iteration 29Q: 3 clusters Score -1584674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1584682.250000 Penalty: 920.810791
	Iteration 30Q: 3 clusters Score -1584682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1584688.375000 Penalty: 920.810791
	Iteration 31Q: 3 clusters Score -1584688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1584693.875000 Penalty: 920.810791
	Iteration 32Q: 3 clusters Score -1584694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1584700.875000 Penalty: 920.810791
	Iteration 33Q: 3 clusters Score -1584701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1584700.125000 Penalty: 920.810791
	Iteration 34Q: 3 clusters Score -1584700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1584699.500000 Penalty: 920.810791
	Iteration 35Q: 3 clusters Score -1584700 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1584705.000000 Penalty: 920.810791
	Iteration 36Q: 3 clusters Score -1584705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1584708.375000 Penalty: 920.810791
	Iteration 37Q: 3 clusters Score -1584708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1584713.875000 Penalty: 920.810791
	Iteration 38Q: 3 clusters Score -1584714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1584718.125000 Penalty: 920.810791
	Iteration 39Q: 3 clusters Score -1584718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1584725.625000 Penalty: 920.810791
	Iteration 40F: 3 clusters Score -1584726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1584727.250000 Penalty: 920.810791
	Iteration 41Q: 3 clusters Score -1584727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1584731.125000 Penalty: 920.810791
	Iteration 42Q: 3 clusters Score -1584731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1584735.250000 Penalty: 920.810791
	Iteration 43Q: 3 clusters Score -1584735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1584737.500000 Penalty: 920.810791
	Iteration 44Q: 3 clusters Score -1584738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1584739.375000 Penalty: 920.810791
	Iteration 45Q: 3 clusters Score -1584739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1584750.000000 Penalty: 920.810791
	Iteration 46Q: 3 clusters Score -1584750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1584751.500000 Penalty: 920.810791
	Iteration 47Q: 3 clusters Score -1584752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1584757.250000 Penalty: 920.810791
	Iteration 48Q: 3 clusters Score -1584757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1584758.875000 Penalty: 920.810791
	Iteration 49Q: 3 clusters Score -1584759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1584765.500000 Penalty: 920.810791
	Iteration 50Q: 3 clusters Score -1584766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1584772.625000 Penalty: 920.810791
	Iteration 51Q: 3 clusters Score -1584773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1584776.125000 Penalty: 920.810791
	Iteration 52Q: 3 clusters Score -1584776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1584772.875000 Penalty: 920.810791
	Iteration 53Q: 3 clusters Score -1584773 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1584779.375000 Penalty: 920.810791
	Iteration 54Q: 3 clusters Score -1584779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1584782.125000 Penalty: 920.810791
	Iteration 55Q: 3 clusters Score -1584782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1584786.625000 Penalty: 920.810791
	Iteration 56Q: 3 clusters Score -1584787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1584796.625000 Penalty: 920.810791
	Iteration 57Q: 3 clusters Score -1584797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1584798.625000 Penalty: 920.810791
	Iteration 58Q: 3 clusters Score -1584799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1584805.625000 Penalty: 920.810791
	Iteration 59Q: 3 clusters Score -1584806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1584811.250000 Penalty: 920.810791
	Iteration 60F: 3 clusters Score -1584811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1584807.250000 Penalty: 920.810791
	Iteration 61Q: 3 clusters Score -1584807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1584808.125000 Penalty: 920.810791
	Iteration 62Q: 3 clusters Score -1584808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1584817.500000 Penalty: 920.810791
	Iteration 63Q: 3 clusters Score -1584818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1584822.375000 Penalty: 920.810791
	Iteration 64Q: 3 clusters Score -1584822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1584823.000000 Penalty: 920.810791
	Iteration 65Q: 3 clusters Score -1584823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1584827.625000 Penalty: 920.810791
	Iteration 66Q: 3 clusters Score -1584828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1584831.500000 Penalty: 920.810791
	Iteration 67Q: 3 clusters Score -1584832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1584829.875000 Penalty: 920.810791
	Iteration 68Q: 3 clusters Score -1584830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1584829.625000 Penalty: 920.810791
	Iteration 69Q: 3 clusters Score -1584830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1584836.375000 Penalty: 920.810791
	Iteration 70Q: 3 clusters Score -1584836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1584837.375000 Penalty: 920.810791
	Iteration 71Q: 3 clusters Score -1584837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1584839.125000 Penalty: 920.810791
	Iteration 72Q: 3 clusters Score -1584839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1584841.625000 Penalty: 920.810791
	Iteration 73Q: 3 clusters Score -1584842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1584839.000000 Penalty: 920.810791
	Iteration 74Q: 3 clusters Score -1584839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1584851.625000 Penalty: 920.810791
	Iteration 75Q: 3 clusters Score -1584852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1584858.125000 Penalty: 920.810791
	Iteration 76Q: 3 clusters Score -1584858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1584864.000000 Penalty: 920.810791
	Iteration 77Q: 3 clusters Score -1584864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1584862.250000 Penalty: 920.810791
	Iteration 78Q: 3 clusters Score -1584862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1584867.250000 Penalty: 920.810791
	Iteration 79Q: 3 clusters Score -1584867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1584871.750000 Penalty: 920.810791
	Iteration 80F: 3 clusters Score -1584872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1584876.250000 Penalty: 920.810791
	Iteration 81Q: 3 clusters Score -1584876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1584879.625000 Penalty: 920.810791
	Iteration 82Q: 3 clusters Score -1584880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1584882.000000 Penalty: 920.810791
	Iteration 83Q: 3 clusters Score -1584882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1584884.625000 Penalty: 920.810791
	Iteration 84Q: 3 clusters Score -1584885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1584893.750000 Penalty: 920.810791
	Iteration 85Q: 3 clusters Score -1584894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1584893.625000 Penalty: 920.810791
	Iteration 86Q: 3 clusters Score -1584894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1584895.250000 Penalty: 920.810791
	Iteration 87Q: 3 clusters Score -1584895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1584901.125000 Penalty: 920.810791
	Iteration 88Q: 3 clusters Score -1584901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1584907.250000 Penalty: 920.810791
	Iteration 89Q: 3 clusters Score -1584907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1584911.875000 Penalty: 920.810791
	Iteration 90Q: 3 clusters Score -1584912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1584915.125000 Penalty: 920.810791
	Iteration 91Q: 3 clusters Score -1584915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1584923.500000 Penalty: 920.810791
	Iteration 92Q: 3 clusters Score -1584924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1584934.500000 Penalty: 920.810791
	Iteration 93Q: 3 clusters Score -1584934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1584935.000000 Penalty: 920.810791
	Iteration 94Q: 3 clusters Score -1584935 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1584942.000000 Penalty: 920.810791
	Iteration 95Q: 3 clusters Score -1584942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1584948.625000 Penalty: 920.810791
	Iteration 96Q: 3 clusters Score -1584949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1584954.875000 Penalty: 920.810791
	Iteration 97Q: 3 clusters Score -1584955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1584966.750000 Penalty: 920.810791
	Iteration 98Q: 3 clusters Score -1584967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1584974.125000 Penalty: 920.810791
	Iteration 99Q: 3 clusters Score -1584974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1584983.875000 Penalty: 920.810791
	Iteration 100F: 3 clusters Score -1584984 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1584987.000000 Penalty: 920.810791
	Iteration 101Q: 3 clusters Score -1584987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1585001.625000 Penalty: 920.810791
	Iteration 102Q: 3 clusters Score -1585002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1585010.125000 Penalty: 920.810791
	Iteration 103Q: 3 clusters Score -1585010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1585020.000000 Penalty: 920.810791
	Iteration 104Q: 3 clusters Score -1585020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1585032.250000 Penalty: 920.810791
	Iteration 105Q: 3 clusters Score -1585032 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1585044.500000 Penalty: 920.810791
	Iteration 106Q: 3 clusters Score -1585044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1585053.875000 Penalty: 920.810791
	Iteration 107Q: 3 clusters Score -1585054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1585075.625000 Penalty: 920.810791
	Iteration 108Q: 3 clusters Score -1585076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1585082.625000 Penalty: 920.810791
	Iteration 109Q: 3 clusters Score -1585083 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1585100.250000 Penalty: 920.810791
	Iteration 110Q: 3 clusters Score -1585100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1585117.375000 Penalty: 920.810791
	Iteration 111Q: 3 clusters Score -1585117 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1585127.625000 Penalty: 920.810791
	Iteration 112Q: 3 clusters Score -1585128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1585148.500000 Penalty: 920.810791
	Iteration 113Q: 3 clusters Score -1585148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1585159.500000 Penalty: 920.810791
	Iteration 114Q: 3 clusters Score -1585160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1585170.500000 Penalty: 920.810791
	Iteration 115Q: 3 clusters Score -1585170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1585191.750000 Penalty: 920.810791
	Iteration 116Q: 3 clusters Score -1585192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1585207.625000 Penalty: 920.810791
	Iteration 117Q: 3 clusters Score -1585208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1585227.000000 Penalty: 920.810791
	Iteration 118Q: 3 clusters Score -1585227 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1585245.375000 Penalty: 920.810791
	Iteration 119Q: 3 clusters Score -1585245 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1585265.250000 Penalty: 920.810791
	Iteration 120F: 3 clusters Score -1585265 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1585290.625000 Penalty: 920.810791
	Iteration 121Q: 3 clusters Score -1585291 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1585306.875000 Penalty: 920.810791
	Iteration 122Q: 3 clusters Score -1585307 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1585326.250000 Penalty: 920.810791
	Iteration 123Q: 3 clusters Score -1585326 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1585346.250000 Penalty: 920.810791
	Iteration 124Q: 3 clusters Score -1585346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1585372.000000 Penalty: 920.810791
	Iteration 125Q: 3 clusters Score -1585372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1585400.625000 Penalty: 920.810791
	Iteration 126Q: 3 clusters Score -1585401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1585420.750000 Penalty: 920.810791
	Iteration 127Q: 3 clusters Score -1585421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1585445.875000 Penalty: 920.810791
	Iteration 128Q: 3 clusters Score -1585446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1585477.125000 Penalty: 920.810791
	Iteration 129Q: 3 clusters Score -1585477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1585507.250000 Penalty: 920.810791
	Iteration 130Q: 3 clusters Score -1585507 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1585547.250000 Penalty: 920.810791
	Iteration 131Q: 3 clusters Score -1585547 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1585583.875000 Penalty: 920.810791
	Iteration 132Q: 3 clusters Score -1585584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1585617.125000 Penalty: 920.810791
	Iteration 133Q: 3 clusters Score -1585617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1585649.000000 Penalty: 920.810791
	Iteration 134Q: 3 clusters Score -1585649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1585665.000000 Penalty: 920.810791
	Iteration 135Q: 3 clusters Score -1585665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1585693.250000 Penalty: 920.810791
	Iteration 136Q: 3 clusters Score -1585693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1585713.000000 Penalty: 920.810791
	Iteration 137Q: 3 clusters Score -1585713 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1585725.625000 Penalty: 920.810791
	Iteration 138Q: 3 clusters Score -1585726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1585755.750000 Penalty: 920.810791
	Iteration 139Q: 3 clusters Score -1585756 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1585777.125000 Penalty: 920.810791
	Iteration 140F: 3 clusters Score -1585777 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1585788.750000 Penalty: 920.810791
	Iteration 141Q: 3 clusters Score -1585789 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1585814.125000 Penalty: 920.810791
	Iteration 142Q: 3 clusters Score -1585814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1585831.750000 Penalty: 920.810791
	Iteration 143Q: 3 clusters Score -1585832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1585856.000000 Penalty: 920.810791
	Iteration 144Q: 3 clusters Score -1585856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1585871.750000 Penalty: 920.810791
	Iteration 145Q: 3 clusters Score -1585872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1585903.750000 Penalty: 920.810791
	Iteration 146Q: 3 clusters Score -1585904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1585918.500000 Penalty: 920.810791
	Iteration 147Q: 3 clusters Score -1585918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1585932.750000 Penalty: 920.810791
	Iteration 148Q: 3 clusters Score -1585933 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1585954.500000 Penalty: 920.810791
	Iteration 149Q: 3 clusters Score -1585954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1585977.875000 Penalty: 920.810791
	Iteration 150Q: 3 clusters Score -1585978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1585991.875000 Penalty: 920.810791
	Iteration 151Q: 3 clusters Score -1585992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1586011.125000 Penalty: 920.810791
	Iteration 152Q: 3 clusters Score -1586011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1586023.625000 Penalty: 920.810791
	Iteration 153Q: 3 clusters Score -1586024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1586038.875000 Penalty: 920.810791
	Iteration 154Q: 3 clusters Score -1586039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1586051.875000 Penalty: 920.810791
	Iteration 155Q: 3 clusters Score -1586052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1586067.000000 Penalty: 920.810791
	Iteration 156Q: 3 clusters Score -1586067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1586075.250000 Penalty: 920.810791
	Iteration 157Q: 3 clusters Score -1586075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1586087.875000 Penalty: 920.810791
	Iteration 158Q: 3 clusters Score -1586088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1586100.500000 Penalty: 920.810791
	Iteration 159Q: 3 clusters Score -1586100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1586114.625000 Penalty: 920.810791
	Iteration 160F: 3 clusters Score -1586115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1586127.875000 Penalty: 920.810791
	Iteration 161Q: 3 clusters Score -1586128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1586149.625000 Penalty: 920.810791
	Iteration 162Q: 3 clusters Score -1586150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1586167.125000 Penalty: 920.810791
	Iteration 163Q: 3 clusters Score -1586167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1586180.250000 Penalty: 920.810791
	Iteration 164Q: 3 clusters Score -1586180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1586189.875000 Penalty: 920.810791
	Iteration 165Q: 3 clusters Score -1586190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1586199.000000 Penalty: 920.810791
	Iteration 166Q: 3 clusters Score -1586199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1586209.625000 Penalty: 920.810791
	Iteration 167Q: 3 clusters Score -1586210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1586221.250000 Penalty: 920.810791
	Iteration 168Q: 3 clusters Score -1586221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1586224.250000 Penalty: 920.810791
	Iteration 169Q: 3 clusters Score -1586224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1586233.375000 Penalty: 920.810791
	Iteration 170Q: 3 clusters Score -1586233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1586244.250000 Penalty: 920.810791
	Iteration 171Q: 3 clusters Score -1586244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1586248.625000 Penalty: 920.810791
	Iteration 172Q: 3 clusters Score -1586249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1586256.375000 Penalty: 920.810791
	Iteration 173Q: 3 clusters Score -1586256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1586262.625000 Penalty: 920.810791
	Iteration 174Q: 3 clusters Score -1586263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1586267.875000 Penalty: 920.810791
	Iteration 175Q: 3 clusters Score -1586268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1586271.875000 Penalty: 920.810791
	Iteration 176Q: 3 clusters Score -1586272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1586274.375000 Penalty: 920.810791
	Iteration 177Q: 3 clusters Score -1586274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1586277.375000 Penalty: 920.810791
	Iteration 178Q: 3 clusters Score -1586277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1586280.125000 Penalty: 920.810791
	Iteration 179Q: 3 clusters Score -1586280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1586286.375000 Penalty: 920.810791
	Iteration 180F: 3 clusters Score -1586286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1586293.625000 Penalty: 920.810791
	Iteration 181Q: 3 clusters Score -1586294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1586301.125000 Penalty: 920.810791
	Iteration 182Q: 3 clusters Score -1586301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1586315.125000 Penalty: 920.810791
	Iteration 183Q: 3 clusters Score -1586315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1586333.875000 Penalty: 920.810791
	Iteration 184Q: 3 clusters Score -1586334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1586340.875000 Penalty: 920.810791
	Iteration 185Q: 3 clusters Score -1586341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1586346.625000 Penalty: 920.810791
	Iteration 186Q: 3 clusters Score -1586347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1586356.125000 Penalty: 920.810791
	Iteration 187Q: 3 clusters Score -1586356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1586360.500000 Penalty: 920.810791
	Iteration 188Q: 3 clusters Score -1586360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1586365.625000 Penalty: 920.810791
	Iteration 189Q: 3 clusters Score -1586366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1586371.875000 Penalty: 920.810791
	Iteration 190Q: 3 clusters Score -1586372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1586375.125000 Penalty: 920.810791
	Iteration 191Q: 3 clusters Score -1586375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1586375.750000 Penalty: 920.810791
	Iteration 192Q: 3 clusters Score -1586376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1586378.500000 Penalty: 920.810791
	Iteration 193Q: 3 clusters Score -1586378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1586379.125000 Penalty: 920.810791
	Iteration 194Q: 3 clusters Score -1586379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1586381.375000 Penalty: 920.810791
	Iteration 195Q: 3 clusters Score -1586381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1586380.500000 Penalty: 920.810791
	Iteration 196Q: 3 clusters Score -1586380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1586383.750000 Penalty: 920.810791
	Iteration 197Q: 3 clusters Score -1586384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1586385.500000 Penalty: 920.810791
	Iteration 198Q: 3 clusters Score -1586386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1586390.500000 Penalty: 920.810791
	Iteration 199Q: 3 clusters Score -1586390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1586391.875000 Penalty: 920.810791
	Iteration 200F: 3 clusters Score -1586392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1586393.750000 Penalty: 920.810791
	Iteration 201Q: 3 clusters Score -1586394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1586395.625000 Penalty: 920.810791
	Iteration 202Q: 3 clusters Score -1586396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1586394.750000 Penalty: 920.810791
	Iteration 203Q: 3 clusters Score -1586395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1586394.875000 Penalty: 920.810791
	Iteration 204Q: 3 clusters Score -1586395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1586395.125000 Penalty: 920.810791
	Iteration 205Q: 3 clusters Score -1586395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1586395.125000 Penalty: 920.810791
	Iteration 206Q: 3 clusters Score -1586395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1586395.500000 Penalty: 920.810791
	Iteration 207Q: 3 clusters Score -1586396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1586395.000000 Penalty: 920.810791
	Iteration 208Q: 3 clusters Score -1586395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1586395.000000 Penalty: 920.810791
	Iteration 209F: 3 clusters Score -1586395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21053.619141 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21053.62 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 155 members 
Entering Unmasked Estep 
Score: -20689.634766 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20689.63 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20776.457031 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20776.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20825.947266 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20825.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20843.394531 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -20843.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20856.882812 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20856.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20874.779297 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -20874.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20887.048828 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -20887.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20891.710938 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -20891.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20894.279297 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -20894.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20896.271484 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -20896.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20897.441406 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -20897.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20898.744141 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -20898.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20898.744141 Penalty: 522.321167
	Iteration 12F: 3 clusters Score -20898.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -7170.022461 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -7170.022 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 66 members 
Entering Unmasked Estep 
Score: -6939.558105 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -6939.558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7008.128418 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -7008.128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7044.284668 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -7044.285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7057.223633 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -7057.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7067.394531 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -7067.395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7075.775391 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -7075.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7079.234375 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -7079.234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7079.234375 Penalty: 439.376556
	Iteration 7F: 3 clusters Score -7079.234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -7084.630859 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -7084.631 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 69 members 
Entering Unmasked Estep 
Score: -6853.276855 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6853.277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6938.047852 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6938.048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6960.381348 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6960.381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6982.638184 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -6982.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6987.114746 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6987.115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6992.626465 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6992.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6993.501953 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6993.502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6993.501953 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6993.502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92137 members 
Mstep: Class 9 contains 85075 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85775 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 80837 members 
Mstep: Class 16 contains 67116 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91261 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 92218 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1567 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84347 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 91094 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 24805 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293096.000000 Penalty: 44907.519531
Iteration 319Q: 73 clusters Score -5.32931e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92158 members 
Mstep: Class 9 contains 85023 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85499 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 80725 members 
Mstep: Class 16 contains 66951 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 91317 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35411 members 
Mstep: Class 35 contains 92211 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1587 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84321 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90886 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 25486 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293328.000000 Penalty: 44907.519531
Iteration 320F: 73 clusters Score -5.329333e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92123 members 
Mstep: Class 9 contains 84942 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 85223 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 80654 members 
Mstep: Class 16 contains 66755 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 91386 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21566 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35489 members 
Mstep: Class 35 contains 92200 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1597 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 73 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84289 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90696 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 26206 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293372.000000 Penalty: 44907.519531
Iteration 321Q: 73 clusters Score -5.329337e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92083 members 
Mstep: Class 9 contains 84873 members 
Mstep: Class 10 contains 8611 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84964 members 
Mstep: Class 14 contains 5484 members 
Mstep: Class 15 contains 80589 members 
Mstep: Class 16 contains 66547 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 91460 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21585 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35567 members 
Mstep: Class 35 contains 92180 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1601 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84246 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90477 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 26954 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293468.000000 Penalty: 44907.519531
Iteration 322Q: 73 clusters Score -5.329347e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92056 members 
Mstep: Class 9 contains 84825 members 
Mstep: Class 10 contains 8581 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84670 members 
Mstep: Class 14 contains 5503 members 
Mstep: Class 15 contains 80511 members 
Mstep: Class 16 contains 66328 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 91579 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21598 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35650 members 
Mstep: Class 35 contains 92138 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1603 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84218 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90262 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 27690 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293480.000000 Penalty: 44907.519531
Iteration 323Q: 73 clusters Score -5.329348e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 92029 members 
Mstep: Class 9 contains 84816 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84445 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 80408 members 
Mstep: Class 16 contains 66091 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5115 members 
Mstep: Class 20 contains 91730 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21607 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35706 members 
Mstep: Class 35 contains 92097 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1605 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84180 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 90032 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 28373 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293732.000000 Penalty: 44907.519531
Iteration 324Q: 73 clusters Score -5.329373e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91996 members 
Mstep: Class 9 contains 84810 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84224 members 
Mstep: Class 14 contains 5541 members 
Mstep: Class 15 contains 80305 members 
Mstep: Class 16 contains 65840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 91894 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21630 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35793 members 
Mstep: Class 35 contains 92042 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1611 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84146 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89801 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 29037 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293816.000000 Penalty: 44907.519531
Iteration 325Q: 73 clusters Score -5.329382e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91916 members 
Mstep: Class 9 contains 84799 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 84005 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 80209 members 
Mstep: Class 16 contains 65560 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5120 members 
Mstep: Class 20 contains 92054 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21656 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 35909 members 
Mstep: Class 35 contains 92011 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1617 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84149 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89555 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 29698 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293920.000000 Penalty: 44907.519531
Iteration 326Q: 73 clusters Score -5.329392e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91810 members 
Mstep: Class 9 contains 84791 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 83803 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 80114 members 
Mstep: Class 16 contains 65273 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5123 members 
Mstep: Class 20 contains 92203 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21700 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36027 members 
Mstep: Class 35 contains 91996 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1614 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84110 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89352 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 30368 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293804.000000 Penalty: 44907.519531
Iteration 327Q: 73 clusters Score -5.32938e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91662 members 
Mstep: Class 9 contains 84765 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 83576 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 80057 members 
Mstep: Class 16 contains 64973 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 92340 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21740 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36182 members 
Mstep: Class 35 contains 91958 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1622 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84059 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 89173 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 31078 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293992.000000 Penalty: 44907.519531
Iteration 328Q: 73 clusters Score -5.329399e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91523 members 
Mstep: Class 9 contains 84776 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 83349 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 80044 members 
Mstep: Class 16 contains 64682 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 92414 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21776 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36380 members 
Mstep: Class 35 contains 91902 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1632 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84005 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88982 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 31740 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294260.000000 Penalty: 44907.519531
Iteration 329Q: 73 clusters Score -5.329426e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91390 members 
Mstep: Class 9 contains 84767 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 83139 members 
Mstep: Class 14 contains 5600 members 
Mstep: Class 15 contains 80033 members 
Mstep: Class 16 contains 64356 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 92507 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21797 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36625 members 
Mstep: Class 35 contains 91786 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1638 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83997 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88791 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 32412 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294376.000000 Penalty: 44907.519531
Iteration 330Q: 73 clusters Score -5.329438e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91296 members 
Mstep: Class 9 contains 84754 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 82913 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 79978 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5135 members 
Mstep: Class 20 contains 92666 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21830 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 36832 members 
Mstep: Class 35 contains 91632 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1640 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83998 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88608 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 33101 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294300.000000 Penalty: 44907.519531
Iteration 331Q: 73 clusters Score -5.32943e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91202 members 
Mstep: Class 9 contains 84724 members 
Mstep: Class 10 contains 8193 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 82684 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 79927 members 
Mstep: Class 16 contains 63684 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 92804 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21889 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37039 members 
Mstep: Class 35 contains 91512 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1643 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83987 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88423 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 33794 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294504.000000 Penalty: 44907.519531
Iteration 332Q: 73 clusters Score -5.32945e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 91031 members 
Mstep: Class 9 contains 84705 members 
Mstep: Class 10 contains 8137 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 82488 members 
Mstep: Class 14 contains 5645 members 
Mstep: Class 15 contains 79896 members 
Mstep: Class 16 contains 63357 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 92890 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 21956 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37238 members 
Mstep: Class 35 contains 91372 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1643 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83949 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88252 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 34565 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294600.000000 Penalty: 44907.519531
Iteration 333Q: 73 clusters Score -5.32946e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90877 members 
Mstep: Class 9 contains 84715 members 
Mstep: Class 10 contains 8094 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 82270 members 
Mstep: Class 14 contains 5660 members 
Mstep: Class 15 contains 79827 members 
Mstep: Class 16 contains 63005 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 92943 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22025 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37432 members 
Mstep: Class 35 contains 91287 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1643 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83890 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88102 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 35339 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294480.000000 Penalty: 44907.519531
Iteration 334Q: 73 clusters Score -5.329448e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90668 members 
Mstep: Class 9 contains 84732 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 82065 members 
Mstep: Class 14 contains 5669 members 
Mstep: Class 15 contains 79762 members 
Mstep: Class 16 contains 62675 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 92944 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22121 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37641 members 
Mstep: Class 35 contains 91175 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1644 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83834 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87981 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 36135 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294600.000000 Penalty: 44907.519531
Iteration 335Q: 73 clusters Score -5.32946e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90437 members 
Mstep: Class 9 contains 84757 members 
Mstep: Class 10 contains 8015 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 81872 members 
Mstep: Class 14 contains 5667 members 
Mstep: Class 15 contains 79708 members 
Mstep: Class 16 contains 62335 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 92974 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22217 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 37853 members 
Mstep: Class 35 contains 91031 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1645 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83798 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87883 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 36895 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294672.000000 Penalty: 44907.519531
Iteration 336Q: 73 clusters Score -5.329467e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90226 members 
Mstep: Class 9 contains 84787 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 81626 members 
Mstep: Class 14 contains 5668 members 
Mstep: Class 15 contains 79661 members 
Mstep: Class 16 contains 61977 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 93026 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22303 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38027 members 
Mstep: Class 35 contains 90833 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1648 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83857 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87815 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 37649 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294976.000000 Penalty: 44907.519531
Iteration 337Q: 73 clusters Score -5.329498e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 90010 members 
Mstep: Class 9 contains 84756 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 81396 members 
Mstep: Class 14 contains 5666 members 
Mstep: Class 15 contains 79647 members 
Mstep: Class 16 contains 61569 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 93151 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22379 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38210 members 
Mstep: Class 35 contains 90669 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1650 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83906 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87734 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 38372 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295068.000000 Penalty: 44907.519531
Iteration 338Q: 73 clusters Score -5.329507e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89775 members 
Mstep: Class 9 contains 84747 members 
Mstep: Class 10 contains 7916 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 81184 members 
Mstep: Class 14 contains 5667 members 
Mstep: Class 15 contains 79617 members 
Mstep: Class 16 contains 61127 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 20 contains 93256 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22462 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38362 members 
Mstep: Class 35 contains 90460 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1665 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84016 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87680 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 39120 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295216.000000 Penalty: 44907.519531
Iteration 339Q: 73 clusters Score -5.329522e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89585 members 
Mstep: Class 9 contains 84709 members 
Mstep: Class 10 contains 7886 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 80951 members 
Mstep: Class 14 contains 5668 members 
Mstep: Class 15 contains 79590 members 
Mstep: Class 16 contains 60659 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 93344 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22542 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38548 members 
Mstep: Class 35 contains 90270 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1680 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84124 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87655 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 39847 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295252.000000 Penalty: 44907.519531
Iteration 340F: 73 clusters Score -5.329525e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89423 members 
Mstep: Class 9 contains 84729 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 80715 members 
Mstep: Class 14 contains 5666 members 
Mstep: Class 15 contains 79537 members 
Mstep: Class 16 contains 60168 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 93440 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22629 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38750 members 
Mstep: Class 35 contains 90050 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1682 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84263 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87611 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 40548 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295416.000000 Penalty: 44907.519531
Iteration 341Q: 73 clusters Score -5.329542e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89254 members 
Mstep: Class 9 contains 84718 members 
Mstep: Class 10 contains 7813 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 80496 members 
Mstep: Class 14 contains 5660 members 
Mstep: Class 15 contains 79554 members 
Mstep: Class 16 contains 59673 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 93479 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22709 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 38987 members 
Mstep: Class 35 contains 89808 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1685 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84412 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87558 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 41248 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295660.000000 Penalty: 44907.519531
Iteration 342Q: 73 clusters Score -5.329566e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89183 members 
Mstep: Class 9 contains 84723 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 80222 members 
Mstep: Class 14 contains 5654 members 
Mstep: Class 15 contains 79527 members 
Mstep: Class 16 contains 59178 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 93500 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22771 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39194 members 
Mstep: Class 35 contains 89636 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1683 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84506 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87533 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 41979 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295728.000000 Penalty: 44907.519531
Iteration 343Q: 73 clusters Score -5.329573e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4460 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89127 members 
Mstep: Class 9 contains 84721 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 79976 members 
Mstep: Class 14 contains 5648 members 
Mstep: Class 15 contains 79493 members 
Mstep: Class 16 contains 58724 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5200 members 
Mstep: Class 20 contains 93505 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22844 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39383 members 
Mstep: Class 35 contains 89494 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1691 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84552 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87504 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 42656 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295860.000000 Penalty: 44907.519531
Iteration 344Q: 73 clusters Score -5.329586e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89088 members 
Mstep: Class 9 contains 84715 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 79747 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 79452 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 93510 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 22929 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39559 members 
Mstep: Class 35 contains 89369 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1694 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84547 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87508 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 43310 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295812.000000 Penalty: 44907.519531
Iteration 345Q: 73 clusters Score -5.329581e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4466 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89067 members 
Mstep: Class 9 contains 84699 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 79519 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 79427 members 
Mstep: Class 16 contains 57818 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 93516 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23023 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39721 members 
Mstep: Class 35 contains 89242 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 457 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1704 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84532 members 
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Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
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Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87520 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 43944 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295836.000000 Penalty: 44907.519531
Iteration 346Q: 73 clusters Score -5.329584e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89027 members 
Mstep: Class 9 contains 84677 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 79307 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 79444 members 
Mstep: Class 16 contains 57330 members 
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Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5219 members 
Mstep: Class 20 contains 93495 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23115 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 39897 members 
Mstep: Class 35 contains 89122 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1707 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84537 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87523 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 44595 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295952.000000 Penalty: 44907.519531
Iteration 347Q: 73 clusters Score -5.329595e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89051 members 
Mstep: Class 9 contains 84647 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 79135 members 
Mstep: Class 14 contains 5592 members 
Mstep: Class 15 contains 79440 members 
Mstep: Class 16 contains 56835 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 93515 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23217 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40060 members 
Mstep: Class 35 contains 88950 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 458 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1703 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84483 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87525 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 45266 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296044.000000 Penalty: 44907.519531
Iteration 348Q: 73 clusters Score -5.329604e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89041 members 
Mstep: Class 9 contains 84654 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 78969 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 15 contains 79447 members 
Mstep: Class 16 contains 56341 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 93510 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23305 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40201 members 
Mstep: Class 35 contains 88778 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1704 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84478 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87503 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 45947 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296312.000000 Penalty: 44907.519531
Iteration 349Q: 73 clusters Score -5.329631e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89061 members 
Mstep: Class 9 contains 84646 members 
Mstep: Class 10 contains 7514 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 78740 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 79467 members 
Mstep: Class 16 contains 55869 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 93509 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23373 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40318 members 
Mstep: Class 35 contains 88657 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1706 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84461 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87514 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 291 members 
Mstep: Class 69 contains 46605 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296376.000000 Penalty: 44907.519531
Iteration 350Q: 73 clusters Score -5.329638e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89173 members 
Mstep: Class 9 contains 84646 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 78473 members 
Mstep: Class 14 contains 5525 members 
Mstep: Class 15 contains 79480 members 
Mstep: Class 16 contains 55328 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 93514 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23445 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40447 members 
Mstep: Class 35 contains 88560 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1710 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84402 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87506 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 47275 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296228.000000 Penalty: 44907.519531
Iteration 351Q: 73 clusters Score -5.329623e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89249 members 
Mstep: Class 9 contains 84651 members 
Mstep: Class 10 contains 7455 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 78233 members 
Mstep: Class 14 contains 5500 members 
Mstep: Class 15 contains 79520 members 
Mstep: Class 16 contains 54821 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 93502 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23511 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40544 members 
Mstep: Class 35 contains 88471 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1714 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84371 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87485 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 47938 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296344.000000 Penalty: 44907.519531
Iteration 352Q: 73 clusters Score -5.329634e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89313 members 
Mstep: Class 9 contains 84656 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 77990 members 
Mstep: Class 14 contains 5477 members 
Mstep: Class 15 contains 79566 members 
Mstep: Class 16 contains 54330 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 93479 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23583 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40605 members 
Mstep: Class 35 contains 88421 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1717 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84350 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87488 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 48567 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296324.000000 Penalty: 44907.519531
Iteration 353Q: 73 clusters Score -5.329632e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89360 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7382 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 77681 members 
Mstep: Class 14 contains 5446 members 
Mstep: Class 15 contains 79572 members 
Mstep: Class 16 contains 53813 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 93478 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23675 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40662 members 
Mstep: Class 35 contains 88416 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1725 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84318 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87547 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 49210 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296244.000000 Penalty: 44907.519531
Iteration 354Q: 73 clusters Score -5.329624e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89433 members 
Mstep: Class 9 contains 84715 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 77369 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 79581 members 
Mstep: Class 16 contains 53285 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 93503 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23768 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40741 members 
Mstep: Class 35 contains 88396 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1725 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84258 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87596 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 49839 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296044.000000 Penalty: 44907.519531
Iteration 355Q: 73 clusters Score -5.329604e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89467 members 
Mstep: Class 9 contains 84770 members 
Mstep: Class 10 contains 7331 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 77123 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 79623 members 
Mstep: Class 16 contains 52745 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 93542 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 23895 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40747 members 
Mstep: Class 35 contains 88395 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1724 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 74 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84174 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87623 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 50443 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295976.000000 Penalty: 44907.519531
Iteration 356Q: 73 clusters Score -5.329598e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89466 members 
Mstep: Class 9 contains 84835 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76904 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 79666 members 
Mstep: Class 16 contains 52207 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 93582 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24011 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40772 members 
Mstep: Class 35 contains 88399 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1718 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84097 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87633 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 51029 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295768.000000 Penalty: 44907.519531
Iteration 357Q: 73 clusters Score -5.329577e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84900 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76713 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 79673 members 
Mstep: Class 16 contains 51647 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 93620 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24110 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40834 members 
Mstep: Class 35 contains 88378 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1713 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 84023 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87651 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 51622 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296176.000000 Penalty: 44907.519531
Iteration 358Q: 73 clusters Score -5.329618e+07 nChanged 3672
Entering ConstructFrom: 
Score: -53296176.000000 Penalty: 44907.519531
Entering ConstructFrom: 
Trying to split cluster 1 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9139.427734 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9139.428 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 78 members 
Entering Unmasked Estep 
Score: -8883.949219 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8883.949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8989.348633 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -8989.349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9019.826172 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9019.826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9038.144531 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9038.145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9050.791992 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9050.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9052.673828 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9052.674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9054.233398 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9054.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9054.233398 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -9054.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -68298.578125 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -68298.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67453.789062 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -67453.79 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -67778.117188 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -67778.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -67849.273438 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -67849.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67893.085938 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -67893.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -67911.109375 Penalty: 633.994019
	Iteration 4Q: 3 clusters Score -67911.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67925.781250 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -67925.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67936.906250 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -67936.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67949.414062 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -67949.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67956.437500 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -67956.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67961.609375 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -67961.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67964.085938 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -67964.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67966.304688 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -67966.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67969.679688 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -67969.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67975.773438 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -67975.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67979.750000 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -67979.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -67985.687500 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -67985.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67992.179688 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -67992.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67996.437500 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -67996.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68002.976562 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -68002.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68010.601562 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -68010.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68021.992188 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -68021.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68033.664062 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -68033.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68040.578125 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -68040.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68046.859375 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -68046.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68055.242188 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -68055.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68067.156250 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -68067.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68081.296875 Penalty: 633.994019
	Iteration 26Q: 3 clusters Score -68081.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68093.859375 Penalty: 633.994019
	Iteration 27Q: 3 clusters Score -68093.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68109.781250 Penalty: 633.994019
	Iteration 28Q: 3 clusters Score -68109.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68130.375000 Penalty: 633.994019
	Iteration 29Q: 3 clusters Score -68130.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68152.164062 Penalty: 633.994019
	Iteration 30Q: 3 clusters Score -68152.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68167.593750 Penalty: 633.994019
	Iteration 31Q: 3 clusters Score -68167.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -68178.710938 Penalty: 633.994019
	Iteration 32Q: 3 clusters Score -68178.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68187.070312 Penalty: 633.994019
	Iteration 33Q: 3 clusters Score -68187.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -68199.195312 Penalty: 633.994019
	Iteration 34Q: 3 clusters Score -68199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68208.000000 Penalty: 633.994019
	Iteration 35Q: 3 clusters Score -68208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68224.445312 Penalty: 633.994019
	Iteration 36Q: 3 clusters Score -68224.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68235.078125 Penalty: 633.994019
	Iteration 37Q: 3 clusters Score -68235.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68243.195312 Penalty: 633.994019
	Iteration 38Q: 3 clusters Score -68243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -68247.523438 Penalty: 633.994019
	Iteration 39Q: 3 clusters Score -68247.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -68250.335938 Penalty: 633.994019
	Iteration 40F: 3 clusters Score -68250.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -68251.921875 Penalty: 633.994019
	Iteration 41Q: 3 clusters Score -68251.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -68254.468750 Penalty: 633.994019
	Iteration 42Q: 3 clusters Score -68254.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68255.312500 Penalty: 633.994019
	Iteration 43Q: 3 clusters Score -68255.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68256.843750 Penalty: 633.994019
	Iteration 44Q: 3 clusters Score -68256.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68257.476562 Penalty: 633.994019
	Iteration 45Q: 3 clusters Score -68257.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68257.804688 Penalty: 633.994019
	Iteration 46Q: 3 clusters Score -68257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68258.531250 Penalty: 633.994019
	Iteration 47Q: 3 clusters Score -68258.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68259.031250 Penalty: 633.994019
	Iteration 48Q: 3 clusters Score -68259.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -68259.250000 Penalty: 633.994019
	Iteration 49Q: 3 clusters Score -68259.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -68260.421875 Penalty: 633.994019
	Iteration 50Q: 3 clusters Score -68260.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -68261.960938 Penalty: 633.994019
	Iteration 51Q: 3 clusters Score -68261.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68263.921875 Penalty: 633.994019
	Iteration 52Q: 3 clusters Score -68263.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68268.726562 Penalty: 633.994019
	Iteration 53Q: 3 clusters Score -68268.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -68271.531250 Penalty: 633.994019
	Iteration 54Q: 3 clusters Score -68271.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68274.773438 Penalty: 633.994019
	Iteration 55Q: 3 clusters Score -68274.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -68277.820312 Penalty: 633.994019
	Iteration 56Q: 3 clusters Score -68277.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68278.898438 Penalty: 633.994019
	Iteration 57Q: 3 clusters Score -68278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -68279.265625 Penalty: 633.994019
	Iteration 58Q: 3 clusters Score -68279.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -68279.429688 Penalty: 633.994019
	Iteration 59Q: 3 clusters Score -68279.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -68279.429688 Penalty: 633.994019
	Iteration 60F: 3 clusters Score -68279.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -8090.849609 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -8090.85 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 202 members 
Entering Unmasked Estep 
Score: -7692.725586 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -7692.726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7852.970215 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -7852.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7911.144531 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -7911.145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7938.853516 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -7938.854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7966.365234 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -7966.365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7992.244629 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -7992.245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8033.233398 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -8033.233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8058.220215 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -8058.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8082.191406 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -8082.191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8095.574707 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -8095.575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8103.227051 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -8103.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8108.964355 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -8108.964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8123.076660 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -8123.077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8132.767578 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -8132.768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8137.241211 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -8137.241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8143.772461 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -8143.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8144.741211 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -8144.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8144.741211 Penalty: 540.794739
	Iteration 17F: 3 clusters Score -8144.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 276 members 
Entering Unmasked Estep 
Score: -53295948.000000 Penalty: 45531.234375
Splitting cluster 3 changes total score from -53296176.000000 to -53295948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -10720.738281 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -10720.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10442.205078 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -10442.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10557.733398 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -10557.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10601.801758 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -10601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10626.740234 Penalty: 483.948914
	Iteration 3F: 3 clusters Score -10626.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10660.460938 Penalty: 483.948914
	Iteration 4F: 3 clusters Score -10660.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10674.801758 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -10674.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10730.803711 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -10730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10748.439453 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -10748.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10757.833008 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -10757.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10760.691406 Penalty: 483.948914
	Iteration 9Q: 3 clusters Score -10760.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10760.691406 Penalty: 483.948914
	Iteration 10F: 3 clusters Score -10760.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 108 members 
Entering Unmasked Estep 
Score: -53295888.000000 Penalty: 45531.234375
Splitting cluster 4 changes total score from -53296176.000000 to -53295888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -29218.871094 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -29218.87 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 214 members 
Entering Unmasked Estep 
Score: -28754.566406 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -28754.57 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28915.011719 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -28915.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28968.447266 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -28968.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28986.136719 Penalty: 557.545105
	Iteration 3Q: 3 clusters Score -28986.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28998.812500 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -28998.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29004.439453 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -29004.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29008.458984 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -29008.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29011.556641 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -29011.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29014.111328 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -29014.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29014.830078 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -29014.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29016.691406 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -29016.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29019.771484 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -29019.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29021.330078 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -29021.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29023.259766 Penalty: 557.545105
	Iteration 13Q: 3 clusters Score -29023.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29026.535156 Penalty: 557.545105
	Iteration 14Q: 3 clusters Score -29026.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29031.900391 Penalty: 557.545105
	Iteration 15Q: 3 clusters Score -29031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29033.503906 Penalty: 557.545105
	Iteration 16Q: 3 clusters Score -29033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29033.841797 Penalty: 557.545105
	Iteration 17Q: 3 clusters Score -29033.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29034.060547 Penalty: 557.545105
	Iteration 18Q: 3 clusters Score -29034.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29034.060547 Penalty: 557.545105
	Iteration 19F: 3 clusters Score -29034.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -278464.437500 Penalty: 382.627045
	Iteration 0F: 2 clusters Score -278464.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -275497.843750 Penalty: 765.254089
	Iteration 0F: 3 clusters Score -275497.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -276727.125000 Penalty: 765.254089
	Iteration 1F: 3 clusters Score -276727.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -277018.312500 Penalty: 765.254089
	Iteration 2F: 3 clusters Score -277018.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -277333.468750 Penalty: 765.254089
	Iteration 3F: 3 clusters Score -277333.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -277649.281250 Penalty: 765.254089
	Iteration 4F: 3 clusters Score -277649.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -277966.531250 Penalty: 765.254089
	Iteration 5F: 3 clusters Score -277966.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -278166.062500 Penalty: 765.254089
	Iteration 6F: 3 clusters Score -278166.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -278255.500000 Penalty: 765.254089
	Iteration 7Q: 3 clusters Score -278255.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -278291.937500 Penalty: 765.254089
	Iteration 8Q: 3 clusters Score -278291.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278309.406250 Penalty: 765.254089
	Iteration 9Q: 3 clusters Score -278309.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -278316.562500 Penalty: 765.254089
	Iteration 10Q: 3 clusters Score -278316.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -278320.375000 Penalty: 765.254089
	Iteration 11Q: 3 clusters Score -278320.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -278323.218750 Penalty: 765.254089
	Iteration 12Q: 3 clusters Score -278323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -278325.125000 Penalty: 765.254089
	Iteration 13Q: 3 clusters Score -278325.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -278326.906250 Penalty: 765.254089
	Iteration 14Q: 3 clusters Score -278326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -278328.656250 Penalty: 765.254089
	Iteration 15Q: 3 clusters Score -278328.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -278329.937500 Penalty: 765.254089
	Iteration 16Q: 3 clusters Score -278329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -278331.437500 Penalty: 765.254089
	Iteration 17Q: 3 clusters Score -278331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -278332.968750 Penalty: 765.254089
	Iteration 18Q: 3 clusters Score -278333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -278334.187500 Penalty: 765.254089
	Iteration 19Q: 3 clusters Score -278334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -278335.750000 Penalty: 765.254089
	Iteration 20F: 3 clusters Score -278335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -278336.781250 Penalty: 765.254089
	Iteration 21Q: 3 clusters Score -278336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -278337.156250 Penalty: 765.254089
	Iteration 22Q: 3 clusters Score -278337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -278337.343750 Penalty: 765.254089
	Iteration 23Q: 3 clusters Score -278337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -278338.562500 Penalty: 765.254089
	Iteration 24Q: 3 clusters Score -278338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -278340.187500 Penalty: 765.254089
	Iteration 25Q: 3 clusters Score -278340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -278341.406250 Penalty: 765.254089
	Iteration 26Q: 3 clusters Score -278341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -278342.937500 Penalty: 765.254089
	Iteration 27Q: 3 clusters Score -278342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -278344.625000 Penalty: 765.254089
	Iteration 28Q: 3 clusters Score -278344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -278344.812500 Penalty: 765.254089
	Iteration 29Q: 3 clusters Score -278344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -278345.500000 Penalty: 765.254089
	Iteration 30Q: 3 clusters Score -278345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -278346.375000 Penalty: 765.254089
	Iteration 31Q: 3 clusters Score -278346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -278347.062500 Penalty: 765.254089
	Iteration 32Q: 3 clusters Score -278347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -278347.343750 Penalty: 765.254089
	Iteration 33Q: 3 clusters Score -278347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -278346.843750 Penalty: 765.254089
	Iteration 34Q: 3 clusters Score -278346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -278347.656250 Penalty: 765.254089
	Iteration 35Q: 3 clusters Score -278347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -278347.437500 Penalty: 765.254089
	Iteration 36Q: 3 clusters Score -278347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -278347.437500 Penalty: 765.254089
	Iteration 37F: 3 clusters Score -278347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -12065.584961 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -12065.58 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 101 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11794.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11868.068359 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11868.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11893.913086 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11893.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11913.612305 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -11913.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11927.668945 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -11927.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11940.855469 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -11940.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11947.263672 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -11947.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11954.866211 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -11954.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11965.919922 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -11965.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11975.329102 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -11975.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11980.581055 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -11980.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11982.338867 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -11982.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11998.738281 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -11998.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12013.328125 Penalty: 480.308441
	Iteration 13Q: 3 clusters Score -12013.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12017.146484 Penalty: 480.308441
	Iteration 14Q: 3 clusters Score -12017.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12021.923828 Penalty: 480.308441
	Iteration 15Q: 3 clusters Score -12021.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12022.766602 Penalty: 480.308441
	Iteration 16Q: 3 clusters Score -12022.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12025.632812 Penalty: 480.308441
	Iteration 17Q: 3 clusters Score -12025.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12025.632812 Penalty: 480.308441
	Iteration 18F: 3 clusters Score -12025.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Entering Unmasked Estep 
Score: -5586650.500000 Penalty: 518.779053
	Iteration 0F: 2 clusters Score -5586650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5527867.000000 Penalty: 1037.558105
	Iteration 0F: 3 clusters Score -5527867 nChanged 43693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -5554614.000000 Penalty: 1037.558105
	Iteration 1F: 3 clusters Score -5554614 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -5556986.000000 Penalty: 1037.558105
	Iteration 2F: 3 clusters Score -5556986 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -5561228.500000 Penalty: 1037.558105
	Iteration 3F: 3 clusters Score -5561228 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -5568607.000000 Penalty: 1037.558105
	Iteration 4F: 3 clusters Score -5568607 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -5577754.000000 Penalty: 1037.558105
	Iteration 5F: 3 clusters Score -5577754 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -5583576.500000 Penalty: 1037.558105
	Iteration 6F: 3 clusters Score -5583576 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -5585559.000000 Penalty: 1037.558105
	Iteration 7Q: 3 clusters Score -5585559 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -5586037.500000 Penalty: 1037.558105
	Iteration 8Q: 3 clusters Score -5586038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -5586133.000000 Penalty: 1037.558105
	Iteration 9Q: 3 clusters Score -5586133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -5586167.500000 Penalty: 1037.558105
	Iteration 10Q: 3 clusters Score -5586168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -5586190.000000 Penalty: 1037.558105
	Iteration 11Q: 3 clusters Score -5586190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -5586201.000000 Penalty: 1037.558105
	Iteration 12Q: 3 clusters Score -5586201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -5586220.500000 Penalty: 1037.558105
	Iteration 13Q: 3 clusters Score -5586220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -5586224.000000 Penalty: 1037.558105
	Iteration 14Q: 3 clusters Score -5586224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -5586230.500000 Penalty: 1037.558105
	Iteration 15Q: 3 clusters Score -5586230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -5586230.500000 Penalty: 1037.558105
	Iteration 16F: 3 clusters Score -5586230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Entering Unmasked Estep 
Score: -5257729.500000 Penalty: 516.424255
	Iteration 0F: 2 clusters Score -5257730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5201293.500000 Penalty: 1032.848511
	Iteration 0F: 3 clusters Score -5201294 nChanged 41203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5227226.500000 Penalty: 1032.848511
	Iteration 1F: 3 clusters Score -5227226 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -5228986.000000 Penalty: 1032.848511
	Iteration 2Q: 3 clusters Score -5228986 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -5232052.000000 Penalty: 1032.848511
	Iteration 3F: 3 clusters Score -5232052 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -5236675.000000 Penalty: 1032.848511
	Iteration 4F: 3 clusters Score -5236675 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -5241521.500000 Penalty: 1032.848511
	Iteration 5F: 3 clusters Score -5241522 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -5244590.500000 Penalty: 1032.848511
	Iteration 6F: 3 clusters Score -5244590 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -5246029.000000 Penalty: 1032.848511
	Iteration 7Q: 3 clusters Score -5246029 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -5246899.500000 Penalty: 1032.848511
	Iteration 8Q: 3 clusters Score -5246900 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -5247728.500000 Penalty: 1032.848511
	Iteration 9Q: 3 clusters Score -5247728 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -5248567.000000 Penalty: 1032.848511
	Iteration 10Q: 3 clusters Score -5248567 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -5249458.000000 Penalty: 1032.848511
	Iteration 11Q: 3 clusters Score -5249458 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -5250404.000000 Penalty: 1032.848511
	Iteration 12Q: 3 clusters Score -5250404 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -5251326.500000 Penalty: 1032.848511
	Iteration 13Q: 3 clusters Score -5251326 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -5252317.000000 Penalty: 1032.848511
	Iteration 14Q: 3 clusters Score -5252317 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -5253190.000000 Penalty: 1032.848511
	Iteration 15Q: 3 clusters Score -5253190 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -5253957.000000 Penalty: 1032.848511
	Iteration 16Q: 3 clusters Score -5253957 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -5254580.000000 Penalty: 1032.848511
	Iteration 17Q: 3 clusters Score -5254580 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -5255118.500000 Penalty: 1032.848511
	Iteration 18Q: 3 clusters Score -5255118 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -5255591.500000 Penalty: 1032.848511
	Iteration 19Q: 3 clusters Score -5255592 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -5256007.000000 Penalty: 1032.848511
	Iteration 20F: 3 clusters Score -5256007 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -5256349.000000 Penalty: 1032.848511
	Iteration 21Q: 3 clusters Score -5256349 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -5256592.500000 Penalty: 1032.848511
	Iteration 22Q: 3 clusters Score -5256592 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -5256773.500000 Penalty: 1032.848511
	Iteration 23Q: 3 clusters Score -5256774 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -5256911.000000 Penalty: 1032.848511
	Iteration 24Q: 3 clusters Score -5256911 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -5257033.500000 Penalty: 1032.848511
	Iteration 25Q: 3 clusters Score -5257034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -5257134.000000 Penalty: 1032.848511
	Iteration 26Q: 3 clusters Score -5257134 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -5257188.000000 Penalty: 1032.848511
	Iteration 27Q: 3 clusters Score -5257188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -5257201.000000 Penalty: 1032.848511
	Iteration 28Q: 3 clusters Score -5257201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -5257228.500000 Penalty: 1032.848511
	Iteration 29Q: 3 clusters Score -5257228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -5257247.000000 Penalty: 1032.848511
	Iteration 30Q: 3 clusters Score -5257247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -5257264.500000 Penalty: 1032.848511
	Iteration 31Q: 3 clusters Score -5257264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -5257279.000000 Penalty: 1032.848511
	Iteration 32Q: 3 clusters Score -5257279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -5257290.000000 Penalty: 1032.848511
	Iteration 33Q: 3 clusters Score -5257290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -5257299.500000 Penalty: 1032.848511
	Iteration 34Q: 3 clusters Score -5257300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 84593 members 
Entering Unmasked Estep 
Score: -5257315.000000 Penalty: 1032.848511
	Iteration 35Q: 3 clusters Score -5257315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -5257315.500000 Penalty: 1032.848511
	Iteration 36Q: 3 clusters Score -5257316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -5257316.500000 Penalty: 1032.848511
	Iteration 37Q: 3 clusters Score -5257316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -5257319.500000 Penalty: 1032.848511
	Iteration 38Q: 3 clusters Score -5257320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -5257320.000000 Penalty: 1032.848511
	Iteration 39Q: 3 clusters Score -5257320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -5257330.500000 Penalty: 1032.848511
	Iteration 40F: 3 clusters Score -5257330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -5257342.500000 Penalty: 1032.848511
	Iteration 41Q: 3 clusters Score -5257342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -5257348.500000 Penalty: 1032.848511
	Iteration 42Q: 3 clusters Score -5257348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -5257357.000000 Penalty: 1032.848511
	Iteration 43Q: 3 clusters Score -5257357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -5257353.000000 Penalty: 1032.848511
	Iteration 44Q: 3 clusters Score -5257353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -5257353.500000 Penalty: 1032.848511
	Iteration 45Q: 3 clusters Score -5257354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -5257360.000000 Penalty: 1032.848511
	Iteration 46Q: 3 clusters Score -5257360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -5257367.500000 Penalty: 1032.848511
	Iteration 47Q: 3 clusters Score -5257368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -5257373.500000 Penalty: 1032.848511
	Iteration 48Q: 3 clusters Score -5257374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -5257382.500000 Penalty: 1032.848511
	Iteration 49Q: 3 clusters Score -5257382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -5257383.500000 Penalty: 1032.848511
	Iteration 50Q: 3 clusters Score -5257384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -5257386.000000 Penalty: 1032.848511
	Iteration 51Q: 3 clusters Score -5257386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -5257387.000000 Penalty: 1032.848511
	Iteration 52Q: 3 clusters Score -5257387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -5257385.500000 Penalty: 1032.848511
	Iteration 53Q: 3 clusters Score -5257386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -5257389.500000 Penalty: 1032.848511
	Iteration 54Q: 3 clusters Score -5257390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -5257389.500000 Penalty: 1032.848511
	Iteration 55F: 3 clusters Score -5257390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -462377.406250 Penalty: 404.794769
	Iteration 0F: 2 clusters Score -462377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -457384.843750 Penalty: 809.589539
	Iteration 0F: 3 clusters Score -457384.8 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -459346.406250 Penalty: 809.589539
	Iteration 1F: 3 clusters Score -459346.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -459526.125000 Penalty: 809.589539
	Iteration 2F: 3 clusters Score -459526.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -459812.906250 Penalty: 809.589539
	Iteration 3F: 3 clusters Score -459812.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -460240.437500 Penalty: 809.589539
	Iteration 4F: 3 clusters Score -460240.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -460802.500000 Penalty: 809.589539
	Iteration 5F: 3 clusters Score -460802.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -461360.343750 Penalty: 809.589539
	Iteration 6F: 3 clusters Score -461360.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -461744.218750 Penalty: 809.589539
	Iteration 7Q: 3 clusters Score -461744.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -461975.468750 Penalty: 809.589539
	Iteration 8Q: 3 clusters Score -461975.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -462064.437500 Penalty: 809.589539
	Iteration 9Q: 3 clusters Score -462064.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -462088.875000 Penalty: 809.589539
	Iteration 10Q: 3 clusters Score -462088.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -462102.093750 Penalty: 809.589539
	Iteration 11Q: 3 clusters Score -462102.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -462112.343750 Penalty: 809.589539
	Iteration 12Q: 3 clusters Score -462112.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -462121.000000 Penalty: 809.589539
	Iteration 13Q: 3 clusters Score -462121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -462124.906250 Penalty: 809.589539
	Iteration 14Q: 3 clusters Score -462124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -462126.500000 Penalty: 809.589539
	Iteration 15Q: 3 clusters Score -462126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -462126.531250 Penalty: 809.589539
	Iteration 16Q: 3 clusters Score -462126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -462126.531250 Penalty: 809.589539
	Iteration 17F: 3 clusters Score -462126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9582.993164 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9582.993 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 81 members 
Entering Unmasked Estep 
Score: -9318.286133 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9318.286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9384.982422 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9384.982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9419.893555 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9419.894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9436.770508 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -9436.771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9443.122070 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9443.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9443.122070 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -9443.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -13558.305664 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -13558.31 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 101 members 
Entering Unmasked Estep 
Score: -13274.112305 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -13274.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13325.025391 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -13325.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13350.916992 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -13350.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13357.584961 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -13357.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13360.666992 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -13360.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13360.808594 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -13360.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13360.808594 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -13360.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Entering Unmasked Estep 
Score: -4765381.000000 Penalty: 511.679291
	Iteration 0F: 2 clusters Score -4765381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -4713614.000000 Penalty: 1023.358582
	Iteration 0F: 3 clusters Score -4713614 nChanged 37309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4736799.500000 Penalty: 1023.358582
	Iteration 1F: 3 clusters Score -4736800 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -4737827.000000 Penalty: 1023.358582
	Iteration 2Q: 3 clusters Score -4737827 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -4739581.000000 Penalty: 1023.358582
	Iteration 3Q: 3 clusters Score -4739581 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -4742310.500000 Penalty: 1023.358582
	Iteration 4F: 3 clusters Score -4742310 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -4746346.500000 Penalty: 1023.358582
	Iteration 5F: 3 clusters Score -4746346 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -4750838.500000 Penalty: 1023.358582
	Iteration 6F: 3 clusters Score -4750838 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -4754623.000000 Penalty: 1023.358582
	Iteration 7F: 3 clusters Score -4754623 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -4757233.000000 Penalty: 1023.358582
	Iteration 8Q: 3 clusters Score -4757233 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -4758762.500000 Penalty: 1023.358582
	Iteration 9Q: 3 clusters Score -4758762 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -4759938.500000 Penalty: 1023.358582
	Iteration 10Q: 3 clusters Score -4759938 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -4761020.500000 Penalty: 1023.358582
	Iteration 11Q: 3 clusters Score -4761020 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -4761904.500000 Penalty: 1023.358582
	Iteration 12Q: 3 clusters Score -4761904 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -4762676.500000 Penalty: 1023.358582
	Iteration 13Q: 3 clusters Score -4762676 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -4763320.500000 Penalty: 1023.358582
	Iteration 14Q: 3 clusters Score -4763320 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -4763777.000000 Penalty: 1023.358582
	Iteration 15Q: 3 clusters Score -4763777 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -4764107.000000 Penalty: 1023.358582
	Iteration 16Q: 3 clusters Score -4764107 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -4764369.500000 Penalty: 1023.358582
	Iteration 17Q: 3 clusters Score -4764370 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -4764556.000000 Penalty: 1023.358582
	Iteration 18Q: 3 clusters Score -4764556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -4764674.500000 Penalty: 1023.358582
	Iteration 19Q: 3 clusters Score -4764674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -4764749.500000 Penalty: 1023.358582
	Iteration 20F: 3 clusters Score -4764750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -4764801.000000 Penalty: 1023.358582
	Iteration 21Q: 3 clusters Score -4764801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -4764837.500000 Penalty: 1023.358582
	Iteration 22Q: 3 clusters Score -4764838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -4764864.000000 Penalty: 1023.358582
	Iteration 23Q: 3 clusters Score -4764864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -4764875.500000 Penalty: 1023.358582
	Iteration 24Q: 3 clusters Score -4764876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -4764886.500000 Penalty: 1023.358582
	Iteration 25Q: 3 clusters Score -4764886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76375 members 
Entering Unmasked Estep 
Score: -4764898.500000 Penalty: 1023.358582
	Iteration 26Q: 3 clusters Score -4764898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -4764904.500000 Penalty: 1023.358582
	Iteration 27Q: 3 clusters Score -4764904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -4764904.500000 Penalty: 1023.358582
	Iteration 28Q: 3 clusters Score -4764904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -4764909.000000 Penalty: 1023.358582
	Iteration 29Q: 3 clusters Score -4764909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -4764912.500000 Penalty: 1023.358582
	Iteration 30Q: 3 clusters Score -4764912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -4764919.500000 Penalty: 1023.358582
	Iteration 31Q: 3 clusters Score -4764920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -4764924.000000 Penalty: 1023.358582
	Iteration 32Q: 3 clusters Score -4764924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -4764926.000000 Penalty: 1023.358582
	Iteration 33Q: 3 clusters Score -4764926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -4764927.500000 Penalty: 1023.358582
	Iteration 34Q: 3 clusters Score -4764928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -4764934.500000 Penalty: 1023.358582
	Iteration 35Q: 3 clusters Score -4764934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -4764931.500000 Penalty: 1023.358582
	Iteration 36Q: 3 clusters Score -4764932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4764932.000000 Penalty: 1023.358582
	Iteration 37Q: 3 clusters Score -4764932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4764932.000000 Penalty: 1023.358582
	Iteration 38F: 3 clusters Score -4764932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Entering Unmasked Estep 
Score: -325368.562500 Penalty: 389.648132
	Iteration 0F: 2 clusters Score -325368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -321846.406250 Penalty: 779.296265
	Iteration 0F: 3 clusters Score -321846.4 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -323170.062500 Penalty: 779.296265
	Iteration 1F: 3 clusters Score -323170.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -323364.062500 Penalty: 779.296265
	Iteration 2F: 3 clusters Score -323364.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -323625.500000 Penalty: 779.296265
	Iteration 3F: 3 clusters Score -323625.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -323916.531250 Penalty: 779.296265
	Iteration 4F: 3 clusters Score -323916.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -324245.625000 Penalty: 779.296265
	Iteration 5F: 3 clusters Score -324245.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -324593.125000 Penalty: 779.296265
	Iteration 6F: 3 clusters Score -324593.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -324853.218750 Penalty: 779.296265
	Iteration 7F: 3 clusters Score -324853.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -325008.750000 Penalty: 779.296265
	Iteration 8Q: 3 clusters Score -325008.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -325116.781250 Penalty: 779.296265
	Iteration 9Q: 3 clusters Score -325116.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -325181.125000 Penalty: 779.296265
	Iteration 10Q: 3 clusters Score -325181.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -325218.562500 Penalty: 779.296265
	Iteration 11Q: 3 clusters Score -325218.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -325244.812500 Penalty: 779.296265
	Iteration 12Q: 3 clusters Score -325244.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -325259.187500 Penalty: 779.296265
	Iteration 13Q: 3 clusters Score -325259.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -325270.187500 Penalty: 779.296265
	Iteration 14Q: 3 clusters Score -325270.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -325277.656250 Penalty: 779.296265
	Iteration 15Q: 3 clusters Score -325277.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -325282.437500 Penalty: 779.296265
	Iteration 16Q: 3 clusters Score -325282.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -325286.250000 Penalty: 779.296265
	Iteration 17Q: 3 clusters Score -325286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -325289.031250 Penalty: 779.296265
	Iteration 18Q: 3 clusters Score -325289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -325291.093750 Penalty: 779.296265
	Iteration 19Q: 3 clusters Score -325291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -325292.312500 Penalty: 779.296265
	Iteration 20F: 3 clusters Score -325292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -325293.750000 Penalty: 779.296265
	Iteration 21Q: 3 clusters Score -325293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -325294.718750 Penalty: 779.296265
	Iteration 22Q: 3 clusters Score -325294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -325296.437500 Penalty: 779.296265
	Iteration 23Q: 3 clusters Score -325296.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -325297.375000 Penalty: 779.296265
	Iteration 24Q: 3 clusters Score -325297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -325298.125000 Penalty: 779.296265
	Iteration 25Q: 3 clusters Score -325298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -325300.562500 Penalty: 779.296265
	Iteration 26Q: 3 clusters Score -325300.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -325301.656250 Penalty: 779.296265
	Iteration 27Q: 3 clusters Score -325301.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -325302.937500 Penalty: 779.296265
	Iteration 28Q: 3 clusters Score -325302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -325305.437500 Penalty: 779.296265
	Iteration 29Q: 3 clusters Score -325305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -325307.468750 Penalty: 779.296265
	Iteration 30Q: 3 clusters Score -325307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -325308.093750 Penalty: 779.296265
	Iteration 31Q: 3 clusters Score -325308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -325309.281250 Penalty: 779.296265
	Iteration 32Q: 3 clusters Score -325309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -325309.750000 Penalty: 779.296265
	Iteration 33Q: 3 clusters Score -325309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -325309.000000 Penalty: 779.296265
	Iteration 34Q: 3 clusters Score -325309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -325310.031250 Penalty: 779.296265
	Iteration 35Q: 3 clusters Score -325310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -325310.937500 Penalty: 779.296265
	Iteration 36Q: 3 clusters Score -325310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -325312.218750 Penalty: 779.296265
	Iteration 37Q: 3 clusters Score -325312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -325312.750000 Penalty: 779.296265
	Iteration 38Q: 3 clusters Score -325312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -325313.312500 Penalty: 779.296265
	Iteration 39Q: 3 clusters Score -325313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -325314.437500 Penalty: 779.296265
	Iteration 40F: 3 clusters Score -325314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -325314.281250 Penalty: 779.296265
	Iteration 41Q: 3 clusters Score -325314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -325314.000000 Penalty: 779.296265
	Iteration 42Q: 3 clusters Score -325314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -325314.750000 Penalty: 779.296265
	Iteration 43Q: 3 clusters Score -325314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -325314.718750 Penalty: 779.296265
	Iteration 44Q: 3 clusters Score -325314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -325314.937500 Penalty: 779.296265
	Iteration 45Q: 3 clusters Score -325314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -325315.250000 Penalty: 779.296265
	Iteration 46Q: 3 clusters Score -325315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -325315.656250 Penalty: 779.296265
	Iteration 47Q: 3 clusters Score -325315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -325316.437500 Penalty: 779.296265
	Iteration 48Q: 3 clusters Score -325316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -325316.562500 Penalty: 779.296265
	Iteration 49Q: 3 clusters Score -325316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -325317.531250 Penalty: 779.296265
	Iteration 50Q: 3 clusters Score -325317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -325317.937500 Penalty: 779.296265
	Iteration 51Q: 3 clusters Score -325317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -325317.656250 Penalty: 779.296265
	Iteration 52Q: 3 clusters Score -325317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -325318.093750 Penalty: 779.296265
	Iteration 53Q: 3 clusters Score -325318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -325317.875000 Penalty: 779.296265
	Iteration 54Q: 3 clusters Score -325317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -325317.875000 Penalty: 779.296265
	Iteration 55F: 3 clusters Score -325317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Entering Unmasked Estep 
Score: -4934340.500000 Penalty: 513.524414
	Iteration 0F: 2 clusters Score -4934340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -4880544.500000 Penalty: 1027.048828
	Iteration 0F: 3 clusters Score -4880544 nChanged 39005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -4905429.000000 Penalty: 1027.048828
	Iteration 1F: 3 clusters Score -4905429 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -4907700.500000 Penalty: 1027.048828
	Iteration 2F: 3 clusters Score -4907700 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -4911029.500000 Penalty: 1027.048828
	Iteration 3F: 3 clusters Score -4911030 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -4915614.000000 Penalty: 1027.048828
	Iteration 4F: 3 clusters Score -4915614 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -4920885.500000 Penalty: 1027.048828
	Iteration 5F: 3 clusters Score -4920886 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -4924421.500000 Penalty: 1027.048828
	Iteration 6F: 3 clusters Score -4924422 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -4925664.500000 Penalty: 1027.048828
	Iteration 7Q: 3 clusters Score -4925664 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -4926281.000000 Penalty: 1027.048828
	Iteration 8Q: 3 clusters Score -4926281 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -4926680.000000 Penalty: 1027.048828
	Iteration 9Q: 3 clusters Score -4926680 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -4927062.000000 Penalty: 1027.048828
	Iteration 10Q: 3 clusters Score -4927062 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -4927415.000000 Penalty: 1027.048828
	Iteration 11Q: 3 clusters Score -4927415 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -4927745.000000 Penalty: 1027.048828
	Iteration 12Q: 3 clusters Score -4927745 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -4928006.000000 Penalty: 1027.048828
	Iteration 13Q: 3 clusters Score -4928006 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -4928265.000000 Penalty: 1027.048828
	Iteration 14Q: 3 clusters Score -4928265 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -4928532.500000 Penalty: 1027.048828
	Iteration 15Q: 3 clusters Score -4928532 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -4928807.500000 Penalty: 1027.048828
	Iteration 16Q: 3 clusters Score -4928808 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -4928986.000000 Penalty: 1027.048828
	Iteration 17Q: 3 clusters Score -4928986 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -4929164.500000 Penalty: 1027.048828
	Iteration 18Q: 3 clusters Score -4929164 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -4929336.000000 Penalty: 1027.048828
	Iteration 19Q: 3 clusters Score -4929336 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -4929495.500000 Penalty: 1027.048828
	Iteration 20F: 3 clusters Score -4929496 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -4929647.000000 Penalty: 1027.048828
	Iteration 21Q: 3 clusters Score -4929647 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -4929775.500000 Penalty: 1027.048828
	Iteration 22Q: 3 clusters Score -4929776 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -4929905.000000 Penalty: 1027.048828
	Iteration 23Q: 3 clusters Score -4929905 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -4930062.500000 Penalty: 1027.048828
	Iteration 24Q: 3 clusters Score -4930062 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -4930221.500000 Penalty: 1027.048828
	Iteration 25Q: 3 clusters Score -4930222 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -4930368.500000 Penalty: 1027.048828
	Iteration 26Q: 3 clusters Score -4930368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -4930514.000000 Penalty: 1027.048828
	Iteration 27Q: 3 clusters Score -4930514 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -4930634.500000 Penalty: 1027.048828
	Iteration 28Q: 3 clusters Score -4930634 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -4930768.500000 Penalty: 1027.048828
	Iteration 29Q: 3 clusters Score -4930768 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -4930892.000000 Penalty: 1027.048828
	Iteration 30Q: 3 clusters Score -4930892 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -4931035.000000 Penalty: 1027.048828
	Iteration 31Q: 3 clusters Score -4931035 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -4931260.500000 Penalty: 1027.048828
	Iteration 32Q: 3 clusters Score -4931260 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -4931372.000000 Penalty: 1027.048828
	Iteration 33Q: 3 clusters Score -4931372 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -4931528.000000 Penalty: 1027.048828
	Iteration 34Q: 3 clusters Score -4931528 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -4931660.000000 Penalty: 1027.048828
	Iteration 35Q: 3 clusters Score -4931660 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -4931776.000000 Penalty: 1027.048828
	Iteration 36Q: 3 clusters Score -4931776 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -4931924.000000 Penalty: 1027.048828
	Iteration 37Q: 3 clusters Score -4931924 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -4932067.500000 Penalty: 1027.048828
	Iteration 38Q: 3 clusters Score -4932068 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -4932211.000000 Penalty: 1027.048828
	Iteration 39Q: 3 clusters Score -4932211 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -4932354.000000 Penalty: 1027.048828
	Iteration 40F: 3 clusters Score -4932354 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -4932480.500000 Penalty: 1027.048828
	Iteration 41Q: 3 clusters Score -4932480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -4932587.500000 Penalty: 1027.048828
	Iteration 42Q: 3 clusters Score -4932588 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -4932705.000000 Penalty: 1027.048828
	Iteration 43Q: 3 clusters Score -4932705 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -4932813.000000 Penalty: 1027.048828
	Iteration 44Q: 3 clusters Score -4932813 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -4932959.500000 Penalty: 1027.048828
	Iteration 45Q: 3 clusters Score -4932960 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -4933117.500000 Penalty: 1027.048828
	Iteration 46Q: 3 clusters Score -4933118 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -4933259.500000 Penalty: 1027.048828
	Iteration 47Q: 3 clusters Score -4933260 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -4933401.000000 Penalty: 1027.048828
	Iteration 48Q: 3 clusters Score -4933401 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -4933534.500000 Penalty: 1027.048828
	Iteration 49Q: 3 clusters Score -4933534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -4933661.000000 Penalty: 1027.048828
	Iteration 50Q: 3 clusters Score -4933661 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -4933775.000000 Penalty: 1027.048828
	Iteration 51Q: 3 clusters Score -4933775 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -4933875.000000 Penalty: 1027.048828
	Iteration 52Q: 3 clusters Score -4933875 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -4933953.000000 Penalty: 1027.048828
	Iteration 53Q: 3 clusters Score -4933953 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -4933989.500000 Penalty: 1027.048828
	Iteration 54Q: 3 clusters Score -4933990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -4934022.000000 Penalty: 1027.048828
	Iteration 55Q: 3 clusters Score -4934022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -4934052.000000 Penalty: 1027.048828
	Iteration 56Q: 3 clusters Score -4934052 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -4934090.000000 Penalty: 1027.048828
	Iteration 57Q: 3 clusters Score -4934090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -4934122.000000 Penalty: 1027.048828
	Iteration 58Q: 3 clusters Score -4934122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -4934162.500000 Penalty: 1027.048828
	Iteration 59Q: 3 clusters Score -4934162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -4934180.000000 Penalty: 1027.048828
	Iteration 60F: 3 clusters Score -4934180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -4934190.000000 Penalty: 1027.048828
	Iteration 61Q: 3 clusters Score -4934190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -4934207.500000 Penalty: 1027.048828
	Iteration 62Q: 3 clusters Score -4934208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -4934199.500000 Penalty: 1027.048828
	Iteration 63Q: 3 clusters Score -4934200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -4934212.000000 Penalty: 1027.048828
	Iteration 64Q: 3 clusters Score -4934212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -4934221.500000 Penalty: 1027.048828
	Iteration 65Q: 3 clusters Score -4934222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -4934218.500000 Penalty: 1027.048828
	Iteration 66Q: 3 clusters Score -4934218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -4934226.000000 Penalty: 1027.048828
	Iteration 67Q: 3 clusters Score -4934226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -4934228.500000 Penalty: 1027.048828
	Iteration 68Q: 3 clusters Score -4934228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -4934226.500000 Penalty: 1027.048828
	Iteration 69Q: 3 clusters Score -4934226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -4934231.500000 Penalty: 1027.048828
	Iteration 70Q: 3 clusters Score -4934232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -4934233.500000 Penalty: 1027.048828
	Iteration 71Q: 3 clusters Score -4934234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -4934233.500000 Penalty: 1027.048828
	Iteration 72Q: 3 clusters Score -4934234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -4934235.500000 Penalty: 1027.048828
	Iteration 73Q: 3 clusters Score -4934236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -4934232.000000 Penalty: 1027.048828
	Iteration 74Q: 3 clusters Score -4934232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -4934237.000000 Penalty: 1027.048828
	Iteration 75Q: 3 clusters Score -4934237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -4934240.000000 Penalty: 1027.048828
	Iteration 76Q: 3 clusters Score -4934240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -4934235.500000 Penalty: 1027.048828
	Iteration 77Q: 3 clusters Score -4934236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -4934237.500000 Penalty: 1027.048828
	Iteration 78Q: 3 clusters Score -4934238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -4934233.000000 Penalty: 1027.048828
	Iteration 79Q: 3 clusters Score -4934233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -4934236.500000 Penalty: 1027.048828
	Iteration 80F: 3 clusters Score -4934236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -4934238.500000 Penalty: 1027.048828
	Iteration 81Q: 3 clusters Score -4934238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -4934239.000000 Penalty: 1027.048828
	Iteration 82Q: 3 clusters Score -4934239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -4934239.000000 Penalty: 1027.048828
	Iteration 83F: 3 clusters Score -4934239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Entering Unmasked Estep 
Score: -3129789.250000 Penalty: 493.264221
	Iteration 0F: 2 clusters Score -3129789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3095431.250000 Penalty: 986.528442
	Iteration 0F: 3 clusters Score -3095431 nChanged 24799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3110582.750000 Penalty: 986.528442
	Iteration 1F: 3 clusters Score -3110583 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3111871.250000 Penalty: 986.528442
	Iteration 2F: 3 clusters Score -3111871 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3113627.000000 Penalty: 986.528442
	Iteration 3F: 3 clusters Score -3113627 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3115921.500000 Penalty: 986.528442
	Iteration 4F: 3 clusters Score -3115922 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -3118572.750000 Penalty: 986.528442
	Iteration 5F: 3 clusters Score -3118573 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -3121122.000000 Penalty: 986.528442
	Iteration 6F: 3 clusters Score -3121122 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -3123130.500000 Penalty: 986.528442
	Iteration 7Q: 3 clusters Score -3123130 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -3124521.500000 Penalty: 986.528442
	Iteration 8Q: 3 clusters Score -3124522 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -3125452.750000 Penalty: 986.528442
	Iteration 9Q: 3 clusters Score -3125453 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -3126109.750000 Penalty: 986.528442
	Iteration 10Q: 3 clusters Score -3126110 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -3126684.500000 Penalty: 986.528442
	Iteration 11Q: 3 clusters Score -3126684 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -3127149.000000 Penalty: 986.528442
	Iteration 12Q: 3 clusters Score -3127149 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -3127536.750000 Penalty: 986.528442
	Iteration 13Q: 3 clusters Score -3127537 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -3127848.500000 Penalty: 986.528442
	Iteration 14Q: 3 clusters Score -3127848 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -3128131.250000 Penalty: 986.528442
	Iteration 15Q: 3 clusters Score -3128131 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -3128359.500000 Penalty: 986.528442
	Iteration 16Q: 3 clusters Score -3128360 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -3128595.500000 Penalty: 986.528442
	Iteration 17Q: 3 clusters Score -3128596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -3128804.250000 Penalty: 986.528442
	Iteration 18Q: 3 clusters Score -3128804 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -3128953.250000 Penalty: 986.528442
	Iteration 19Q: 3 clusters Score -3128953 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -3129056.250000 Penalty: 986.528442
	Iteration 20F: 3 clusters Score -3129056 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -3129129.500000 Penalty: 986.528442
	Iteration 21Q: 3 clusters Score -3129130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -3129179.250000 Penalty: 986.528442
	Iteration 22Q: 3 clusters Score -3129179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -3129225.250000 Penalty: 986.528442
	Iteration 23Q: 3 clusters Score -3129225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -3129244.250000 Penalty: 986.528442
	Iteration 24Q: 3 clusters Score -3129244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -3129252.250000 Penalty: 986.528442
	Iteration 25Q: 3 clusters Score -3129252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -3129286.000000 Penalty: 986.528442
	Iteration 26Q: 3 clusters Score -3129286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -3129305.500000 Penalty: 986.528442
	Iteration 27Q: 3 clusters Score -3129306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -3129315.250000 Penalty: 986.528442
	Iteration 28Q: 3 clusters Score -3129315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -3129330.250000 Penalty: 986.528442
	Iteration 29Q: 3 clusters Score -3129330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -3129337.750000 Penalty: 986.528442
	Iteration 30Q: 3 clusters Score -3129338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -3129343.750000 Penalty: 986.528442
	Iteration 31Q: 3 clusters Score -3129344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -3129349.500000 Penalty: 986.528442
	Iteration 32Q: 3 clusters Score -3129350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -3129359.500000 Penalty: 986.528442
	Iteration 33Q: 3 clusters Score -3129360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -3129360.500000 Penalty: 986.528442
	Iteration 34Q: 3 clusters Score -3129360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -3129367.750000 Penalty: 986.528442
	Iteration 35Q: 3 clusters Score -3129368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -3129375.750000 Penalty: 986.528442
	Iteration 36Q: 3 clusters Score -3129376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -3129384.000000 Penalty: 986.528442
	Iteration 37Q: 3 clusters Score -3129384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -3129387.750000 Penalty: 986.528442
	Iteration 38Q: 3 clusters Score -3129388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -3129391.250000 Penalty: 986.528442
	Iteration 39Q: 3 clusters Score -3129391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -3129394.000000 Penalty: 986.528442
	Iteration 40F: 3 clusters Score -3129394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -3129398.500000 Penalty: 986.528442
	Iteration 41Q: 3 clusters Score -3129398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -3129401.500000 Penalty: 986.528442
	Iteration 42Q: 3 clusters Score -3129402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -3129408.750000 Penalty: 986.528442
	Iteration 43Q: 3 clusters Score -3129409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -3129411.000000 Penalty: 986.528442
	Iteration 44Q: 3 clusters Score -3129411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -3129414.750000 Penalty: 986.528442
	Iteration 45Q: 3 clusters Score -3129415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -3129416.250000 Penalty: 986.528442
	Iteration 46Q: 3 clusters Score -3129416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -3129419.750000 Penalty: 986.528442
	Iteration 47Q: 3 clusters Score -3129420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -3129420.250000 Penalty: 986.528442
	Iteration 48Q: 3 clusters Score -3129420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -3129420.250000 Penalty: 986.528442
	Iteration 49F: 3 clusters Score -3129420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7898.053711 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7898.054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7659.474609 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7659.475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7717.009277 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7717.009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7732.513672 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7732.514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7741.368652 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7741.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7744.298340 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7744.298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7745.508301 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7745.508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7745.508301 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -7745.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40457.644531 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40457.64 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40636.503906 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40636.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40686.039062 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40686.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40706.214844 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40706.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40727.562500 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40727.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40744.085938 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40744.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40762.394531 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40762.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40782.222656 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40782.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40804.687500 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40804.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40820.933594 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40820.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40830.968750 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40830.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40837.253906 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40837.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40841.367188 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40841.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40844.242188 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40844.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40845.437500 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40845.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -40846.535156 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40846.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40848.476562 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -40848.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40849.957031 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -40849.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40850.367188 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -40850.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40850.695312 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -40850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40850.894531 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -40850.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -316176.437500 Penalty: 389.639435
	Iteration 0F: 2 clusters Score -316176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -312716.843750 Penalty: 779.278870
	Iteration 0F: 3 clusters Score -312716.8 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -314075.125000 Penalty: 779.278870
	Iteration 1F: 3 clusters Score -314075.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -314350.562500 Penalty: 779.278870
	Iteration 2F: 3 clusters Score -314350.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -314646.687500 Penalty: 779.278870
	Iteration 3F: 3 clusters Score -314646.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -314889.656250 Penalty: 779.278870
	Iteration 4F: 3 clusters Score -314889.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -315078.343750 Penalty: 779.278870
	Iteration 5F: 3 clusters Score -315078.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -315205.812500 Penalty: 779.278870
	Iteration 6Q: 3 clusters Score -315205.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -315274.406250 Penalty: 779.278870
	Iteration 7Q: 3 clusters Score -315274.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -315337.875000 Penalty: 779.278870
	Iteration 8Q: 3 clusters Score -315337.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -315384.875000 Penalty: 779.278870
	Iteration 9Q: 3 clusters Score -315384.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315427.718750 Penalty: 779.278870
	Iteration 10Q: 3 clusters Score -315427.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -315463.031250 Penalty: 779.278870
	Iteration 11Q: 3 clusters Score -315463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -315497.093750 Penalty: 779.278870
	Iteration 12Q: 3 clusters Score -315497.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -315540.343750 Penalty: 779.278870
	Iteration 13Q: 3 clusters Score -315540.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -315608.937500 Penalty: 779.278870
	Iteration 14Q: 3 clusters Score -315608.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -315687.437500 Penalty: 779.278870
	Iteration 15Q: 3 clusters Score -315687.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -315759.906250 Penalty: 779.278870
	Iteration 16Q: 3 clusters Score -315759.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -315813.125000 Penalty: 779.278870
	Iteration 17Q: 3 clusters Score -315813.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -315842.000000 Penalty: 779.278870
	Iteration 18Q: 3 clusters Score -315842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -315864.968750 Penalty: 779.278870
	Iteration 19Q: 3 clusters Score -315865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -315882.625000 Penalty: 779.278870
	Iteration 20F: 3 clusters Score -315882.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -315894.593750 Penalty: 779.278870
	Iteration 21Q: 3 clusters Score -315894.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -315907.156250 Penalty: 779.278870
	Iteration 22Q: 3 clusters Score -315907.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -315915.562500 Penalty: 779.278870
	Iteration 23Q: 3 clusters Score -315915.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -315923.468750 Penalty: 779.278870
	Iteration 24Q: 3 clusters Score -315923.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -315932.875000 Penalty: 779.278870
	Iteration 25Q: 3 clusters Score -315932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -315938.343750 Penalty: 779.278870
	Iteration 26Q: 3 clusters Score -315938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -315942.625000 Penalty: 779.278870
	Iteration 27Q: 3 clusters Score -315942.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -315945.812500 Penalty: 779.278870
	Iteration 28Q: 3 clusters Score -315945.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -315948.500000 Penalty: 779.278870
	Iteration 29Q: 3 clusters Score -315948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -315949.750000 Penalty: 779.278870
	Iteration 30Q: 3 clusters Score -315949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -315950.875000 Penalty: 779.278870
	Iteration 31Q: 3 clusters Score -315950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -315951.437500 Penalty: 779.278870
	Iteration 32Q: 3 clusters Score -315951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -315953.562500 Penalty: 779.278870
	Iteration 33Q: 3 clusters Score -315953.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -315954.468750 Penalty: 779.278870
	Iteration 34Q: 3 clusters Score -315954.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -315954.937500 Penalty: 779.278870
	Iteration 35Q: 3 clusters Score -315954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -315954.781250 Penalty: 779.278870
	Iteration 36Q: 3 clusters Score -315954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -315954.968750 Penalty: 779.278870
	Iteration 37Q: 3 clusters Score -315955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -315954.718750 Penalty: 779.278870
	Iteration 38Q: 3 clusters Score -315954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -315955.062500 Penalty: 779.278870
	Iteration 39Q: 3 clusters Score -315955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -315955.468750 Penalty: 779.278870
	Iteration 40F: 3 clusters Score -315955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -315955.187500 Penalty: 779.278870
	Iteration 41Q: 3 clusters Score -315955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -315955.187500 Penalty: 779.278870
	Iteration 42F: 3 clusters Score -315955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Entering Unmasked Estep 
Score: -5797086.500000 Penalty: 520.870056
	Iteration 0F: 2 clusters Score -5797086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -5736154.000000 Penalty: 1041.740112
	Iteration 0F: 3 clusters Score -5736154 nChanged 45745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -5764184.000000 Penalty: 1041.740112
	Iteration 1F: 3 clusters Score -5764184 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -5766463.500000 Penalty: 1041.740112
	Iteration 2Q: 3 clusters Score -5766464 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -5770418.000000 Penalty: 1041.740112
	Iteration 3F: 3 clusters Score -5770418 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -5775639.000000 Penalty: 1041.740112
	Iteration 4F: 3 clusters Score -5775639 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -5781039.500000 Penalty: 1041.740112
	Iteration 5F: 3 clusters Score -5781040 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -5785181.500000 Penalty: 1041.740112
	Iteration 6F: 3 clusters Score -5785182 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -5787618.000000 Penalty: 1041.740112
	Iteration 7Q: 3 clusters Score -5787618 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -5789031.500000 Penalty: 1041.740112
	Iteration 8Q: 3 clusters Score -5789032 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -5789952.000000 Penalty: 1041.740112
	Iteration 9Q: 3 clusters Score -5789952 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -5790611.500000 Penalty: 1041.740112
	Iteration 10Q: 3 clusters Score -5790612 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -5791185.500000 Penalty: 1041.740112
	Iteration 11Q: 3 clusters Score -5791186 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -5791661.000000 Penalty: 1041.740112
	Iteration 12Q: 3 clusters Score -5791661 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -5792194.500000 Penalty: 1041.740112
	Iteration 13Q: 3 clusters Score -5792194 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -5792658.000000 Penalty: 1041.740112
	Iteration 14Q: 3 clusters Score -5792658 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -5793097.000000 Penalty: 1041.740112
	Iteration 15Q: 3 clusters Score -5793097 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -5793495.500000 Penalty: 1041.740112
	Iteration 16Q: 3 clusters Score -5793496 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -5793899.500000 Penalty: 1041.740112
	Iteration 17Q: 3 clusters Score -5793900 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -5794240.500000 Penalty: 1041.740112
	Iteration 18Q: 3 clusters Score -5794240 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -5794550.000000 Penalty: 1041.740112
	Iteration 19Q: 3 clusters Score -5794550 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -5794843.500000 Penalty: 1041.740112
	Iteration 20F: 3 clusters Score -5794844 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -5795127.000000 Penalty: 1041.740112
	Iteration 21Q: 3 clusters Score -5795127 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -5795353.500000 Penalty: 1041.740112
	Iteration 22Q: 3 clusters Score -5795354 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -5795564.500000 Penalty: 1041.740112
	Iteration 23Q: 3 clusters Score -5795564 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -5795723.000000 Penalty: 1041.740112
	Iteration 24Q: 3 clusters Score -5795723 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -5795894.500000 Penalty: 1041.740112
	Iteration 25Q: 3 clusters Score -5795894 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -5796015.500000 Penalty: 1041.740112
	Iteration 26Q: 3 clusters Score -5796016 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -5796096.000000 Penalty: 1041.740112
	Iteration 27Q: 3 clusters Score -5796096 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -5796153.000000 Penalty: 1041.740112
	Iteration 28Q: 3 clusters Score -5796153 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -5796205.500000 Penalty: 1041.740112
	Iteration 29Q: 3 clusters Score -5796206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -5796277.000000 Penalty: 1041.740112
	Iteration 30Q: 3 clusters Score -5796277 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -5796320.500000 Penalty: 1041.740112
	Iteration 31Q: 3 clusters Score -5796320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -5796360.000000 Penalty: 1041.740112
	Iteration 32Q: 3 clusters Score -5796360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -5796374.000000 Penalty: 1041.740112
	Iteration 33Q: 3 clusters Score -5796374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -5796406.000000 Penalty: 1041.740112
	Iteration 34Q: 3 clusters Score -5796406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -5796432.500000 Penalty: 1041.740112
	Iteration 35Q: 3 clusters Score -5796432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 92637 members 
Entering Unmasked Estep 
Score: -5796451.500000 Penalty: 1041.740112
	Iteration 36Q: 3 clusters Score -5796452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -5796465.000000 Penalty: 1041.740112
	Iteration 37Q: 3 clusters Score -5796465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -5796476.500000 Penalty: 1041.740112
	Iteration 38Q: 3 clusters Score -5796476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -5796472.500000 Penalty: 1041.740112
	Iteration 39Q: 3 clusters Score -5796472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -5796492.000000 Penalty: 1041.740112
	Iteration 40F: 3 clusters Score -5796492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -5796507.000000 Penalty: 1041.740112
	Iteration 41Q: 3 clusters Score -5796507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -5796511.000000 Penalty: 1041.740112
	Iteration 42Q: 3 clusters Score -5796511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -5796523.000000 Penalty: 1041.740112
	Iteration 43Q: 3 clusters Score -5796523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -5796530.500000 Penalty: 1041.740112
	Iteration 44Q: 3 clusters Score -5796530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -5796538.500000 Penalty: 1041.740112
	Iteration 45Q: 3 clusters Score -5796538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -5796539.000000 Penalty: 1041.740112
	Iteration 46Q: 3 clusters Score -5796539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -5796549.500000 Penalty: 1041.740112
	Iteration 47Q: 3 clusters Score -5796550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -5796552.000000 Penalty: 1041.740112
	Iteration 48Q: 3 clusters Score -5796552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -5796556.000000 Penalty: 1041.740112
	Iteration 49Q: 3 clusters Score -5796556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -5796566.000000 Penalty: 1041.740112
	Iteration 50Q: 3 clusters Score -5796566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -5796579.000000 Penalty: 1041.740112
	Iteration 51Q: 3 clusters Score -5796579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -5796578.500000 Penalty: 1041.740112
	Iteration 52Q: 3 clusters Score -5796578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -5796584.500000 Penalty: 1041.740112
	Iteration 53Q: 3 clusters Score -5796584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -5796590.000000 Penalty: 1041.740112
	Iteration 54Q: 3 clusters Score -5796590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -5796588.500000 Penalty: 1041.740112
	Iteration 55Q: 3 clusters Score -5796588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -5796586.000000 Penalty: 1041.740112
	Iteration 56Q: 3 clusters Score -5796586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -5796590.000000 Penalty: 1041.740112
	Iteration 57Q: 3 clusters Score -5796590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -5796578.500000 Penalty: 1041.740112
	Iteration 58Q: 3 clusters Score -5796578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -5796591.000000 Penalty: 1041.740112
	Iteration 59Q: 3 clusters Score -5796591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -5796589.500000 Penalty: 1041.740112
	Iteration 60F: 3 clusters Score -5796590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -5796596.500000 Penalty: 1041.740112
	Iteration 61Q: 3 clusters Score -5796596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -5796597.000000 Penalty: 1041.740112
	Iteration 62Q: 3 clusters Score -5796597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -5796597.000000 Penalty: 1041.740112
	Iteration 63Q: 3 clusters Score -5796597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -5796598.000000 Penalty: 1041.740112
	Iteration 64Q: 3 clusters Score -5796598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -5796595.000000 Penalty: 1041.740112
	Iteration 65Q: 3 clusters Score -5796595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -5796599.000000 Penalty: 1041.740112
	Iteration 66Q: 3 clusters Score -5796599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -5796607.500000 Penalty: 1041.740112
	Iteration 67Q: 3 clusters Score -5796608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -5796607.500000 Penalty: 1041.740112
	Iteration 68Q: 3 clusters Score -5796608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 93142 members 
Entering Unmasked Estep 
Score: -5796603.500000 Penalty: 1041.740112
	Iteration 69Q: 3 clusters Score -5796604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -5796607.000000 Penalty: 1041.740112
	Iteration 70Q: 3 clusters Score -5796607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -5796612.500000 Penalty: 1041.740112
	Iteration 71Q: 3 clusters Score -5796612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -5796617.500000 Penalty: 1041.740112
	Iteration 72Q: 3 clusters Score -5796618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -5796622.500000 Penalty: 1041.740112
	Iteration 73Q: 3 clusters Score -5796622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -5796622.000000 Penalty: 1041.740112
	Iteration 74Q: 3 clusters Score -5796622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -5796630.000000 Penalty: 1041.740112
	Iteration 75Q: 3 clusters Score -5796630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -5796633.000000 Penalty: 1041.740112
	Iteration 76Q: 3 clusters Score -5796633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -5796637.000000 Penalty: 1041.740112
	Iteration 77Q: 3 clusters Score -5796637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -5796636.500000 Penalty: 1041.740112
	Iteration 78Q: 3 clusters Score -5796636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -5796642.000000 Penalty: 1041.740112
	Iteration 79Q: 3 clusters Score -5796642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -5796642.000000 Penalty: 1041.740112
	Iteration 80F: 3 clusters Score -5796642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -5796645.000000 Penalty: 1041.740112
	Iteration 81Q: 3 clusters Score -5796645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -5796639.000000 Penalty: 1041.740112
	Iteration 82Q: 3 clusters Score -5796639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -5796641.000000 Penalty: 1041.740112
	Iteration 83Q: 3 clusters Score -5796641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -5796641.000000 Penalty: 1041.740112
	Iteration 84F: 3 clusters Score -5796641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14404.625977 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14404.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14096.295898 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -14096.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14291.630859 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14291.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14327.567383 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14327.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14333.460938 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -14333.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14334.371094 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -14334.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14334.371094 Penalty: 503.178040
	Iteration 5F: 3 clusters Score -14334.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Entering Unmasked Estep 
Score: -1496477.750000 Penalty: 459.317596
	Iteration 0F: 2 clusters Score -1496478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1480273.000000 Penalty: 918.635193
	Iteration 0F: 3 clusters Score -1480273 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1486987.375000 Penalty: 918.635193
	Iteration 1F: 3 clusters Score -1486987 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1487676.250000 Penalty: 918.635193
	Iteration 2F: 3 clusters Score -1487676 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1488682.500000 Penalty: 918.635193
	Iteration 3F: 3 clusters Score -1488682 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1490144.250000 Penalty: 918.635193
	Iteration 4F: 3 clusters Score -1490144 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1491780.375000 Penalty: 918.635193
	Iteration 5F: 3 clusters Score -1491780 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1493064.000000 Penalty: 918.635193
	Iteration 6F: 3 clusters Score -1493064 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1493831.875000 Penalty: 918.635193
	Iteration 7Q: 3 clusters Score -1493832 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1494259.500000 Penalty: 918.635193
	Iteration 8Q: 3 clusters Score -1494260 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1494512.750000 Penalty: 918.635193
	Iteration 9Q: 3 clusters Score -1494513 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1494739.500000 Penalty: 918.635193
	Iteration 10Q: 3 clusters Score -1494740 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1494941.625000 Penalty: 918.635193
	Iteration 11Q: 3 clusters Score -1494942 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1495119.625000 Penalty: 918.635193
	Iteration 12Q: 3 clusters Score -1495120 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1495271.125000 Penalty: 918.635193
	Iteration 13Q: 3 clusters Score -1495271 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1495389.375000 Penalty: 918.635193
	Iteration 14Q: 3 clusters Score -1495389 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1495493.625000 Penalty: 918.635193
	Iteration 15Q: 3 clusters Score -1495494 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1495579.125000 Penalty: 918.635193
	Iteration 16Q: 3 clusters Score -1495579 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1495658.375000 Penalty: 918.635193
	Iteration 17Q: 3 clusters Score -1495658 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1495730.500000 Penalty: 918.635193
	Iteration 18Q: 3 clusters Score -1495730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1495787.000000 Penalty: 918.635193
	Iteration 19Q: 3 clusters Score -1495787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1495838.125000 Penalty: 918.635193
	Iteration 20F: 3 clusters Score -1495838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1495879.250000 Penalty: 918.635193
	Iteration 21Q: 3 clusters Score -1495879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1495904.875000 Penalty: 918.635193
	Iteration 22Q: 3 clusters Score -1495905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1495929.125000 Penalty: 918.635193
	Iteration 23Q: 3 clusters Score -1495929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1495952.125000 Penalty: 918.635193
	Iteration 24Q: 3 clusters Score -1495952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1495975.125000 Penalty: 918.635193
	Iteration 25Q: 3 clusters Score -1495975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1495998.625000 Penalty: 918.635193
	Iteration 26Q: 3 clusters Score -1495999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1496014.875000 Penalty: 918.635193
	Iteration 27Q: 3 clusters Score -1496015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1496024.625000 Penalty: 918.635193
	Iteration 28Q: 3 clusters Score -1496025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1496041.875000 Penalty: 918.635193
	Iteration 29Q: 3 clusters Score -1496042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1496054.875000 Penalty: 918.635193
	Iteration 30Q: 3 clusters Score -1496055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1496061.250000 Penalty: 918.635193
	Iteration 31Q: 3 clusters Score -1496061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1496068.000000 Penalty: 918.635193
	Iteration 32Q: 3 clusters Score -1496068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1496075.250000 Penalty: 918.635193
	Iteration 33Q: 3 clusters Score -1496075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1496083.375000 Penalty: 918.635193
	Iteration 34Q: 3 clusters Score -1496083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1496085.375000 Penalty: 918.635193
	Iteration 35Q: 3 clusters Score -1496085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1496086.500000 Penalty: 918.635193
	Iteration 36Q: 3 clusters Score -1496086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1496089.125000 Penalty: 918.635193
	Iteration 37Q: 3 clusters Score -1496089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1496088.750000 Penalty: 918.635193
	Iteration 38Q: 3 clusters Score -1496089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1496093.000000 Penalty: 918.635193
	Iteration 39Q: 3 clusters Score -1496093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1496093.500000 Penalty: 918.635193
	Iteration 40F: 3 clusters Score -1496094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20262.322266 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20262.32 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 134 members 
Entering Unmasked Estep 
Score: -19903.449219 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19903.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20017.496094 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -20017.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20066.847656 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -20066.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20083.257812 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -20083.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20098.722656 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -20098.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20116.609375 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -20116.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20120.810547 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -20120.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20123.521484 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -20123.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20130.400391 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -20130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20132.246094 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -20132.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20132.246094 Penalty: 522.904541
	Iteration 10F: 3 clusters Score -20132.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -72064.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -71185.609375 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -71185.61 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71585.039062 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -71585.04 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71727.671875 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -71727.67 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71843.890625 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -71843.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71909.765625 Penalty: 641.324097
	Iteration 4F: 3 clusters Score -71909.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71943.539062 Penalty: 641.324097
	Iteration 5Q: 3 clusters Score -71943.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71961.007812 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -71961.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -71969.078125 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -71969.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71978.242188 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -71978.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71986.867188 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -71986.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71998.656250 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -71998.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72004.234375 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -72004.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -72008.554688 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -72008.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72010.101562 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -72010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72014.125000 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -72014.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -72016.695312 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -72016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -72017.679688 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -72017.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -72017.476562 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -72017.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -72018.226562 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -72018.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -72018.804688 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -72018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -72019.539062 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -72019.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -72020.703125 Penalty: 641.324097
	Iteration 21Q: 3 clusters Score -72020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -72020.703125 Penalty: 641.324097
	Iteration 22F: 3 clusters Score -72020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 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 110 members 
Entering Unmasked Estep 
Score: -13636.630859 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13636.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13761.693359 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13761.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13815.017578 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13815.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13874.765625 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -13874.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13906.986328 Penalty: 496.434235
	Iteration 4F: 3 clusters Score -13906.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13948.500977 Penalty: 496.434235
	Iteration 5F: 3 clusters Score -13948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13953.511719 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13953.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13956.183594 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13956.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13956.183594 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -13956.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 111 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 123 members 
Entering Unmasked Estep 
Score: -53295884.000000 Penalty: 45531.234375
Splitting cluster 25 changes total score from -53296176.000000 to -53295884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -59937.312500 Penalty: 312.823059
	Iteration 0F: 2 clusters Score -59937.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59163.074219 Penalty: 625.646118
	Iteration 0F: 3 clusters Score -59163.07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59423.281250 Penalty: 625.646118
	Iteration 1F: 3 clusters Score -59423.28 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59527.582031 Penalty: 625.646118
	Iteration 2F: 3 clusters Score -59527.58 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59621.238281 Penalty: 625.646118
	Iteration 3F: 3 clusters Score -59621.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -59691.582031 Penalty: 625.646118
	Iteration 4F: 3 clusters Score -59691.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -59742.402344 Penalty: 625.646118
	Iteration 5Q: 3 clusters Score -59742.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -59774.902344 Penalty: 625.646118
	Iteration 6Q: 3 clusters Score -59774.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59790.277344 Penalty: 625.646118
	Iteration 7Q: 3 clusters Score -59790.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59798.800781 Penalty: 625.646118
	Iteration 8Q: 3 clusters Score -59798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -59802.375000 Penalty: 625.646118
	Iteration 9Q: 3 clusters Score -59802.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -59804.800781 Penalty: 625.646118
	Iteration 10Q: 3 clusters Score -59804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59806.781250 Penalty: 625.646118
	Iteration 11Q: 3 clusters Score -59806.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -59808.656250 Penalty: 625.646118
	Iteration 12Q: 3 clusters Score -59808.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59810.601562 Penalty: 625.646118
	Iteration 13Q: 3 clusters Score -59810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59813.023438 Penalty: 625.646118
	Iteration 14Q: 3 clusters Score -59813.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59813.832031 Penalty: 625.646118
	Iteration 15Q: 3 clusters Score -59813.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59813.832031 Penalty: 625.646118
	Iteration 16F: 3 clusters Score -59813.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -13632.453125 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -13632.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13218.362305 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -13218.36 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13356.733398 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -13356.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13432.183594 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -13432.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13486.060547 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -13486.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13553.371094 Penalty: 544.078613
	Iteration 4F: 3 clusters Score -13553.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13574.932617 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -13574.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13616.506836 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -13616.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13640.234375 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -13640.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13653.029297 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -13653.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13666.855469 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -13666.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13680.816406 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -13680.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13698.314453 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -13698.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13723.732422 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -13723.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13736.870117 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -13736.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13751.389648 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -13751.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13760.844727 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -13760.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13763.834961 Penalty: 544.078613
	Iteration 16Q: 3 clusters Score -13763.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13764.129883 Penalty: 544.078613
	Iteration 17Q: 3 clusters Score -13764.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13764.755859 Penalty: 544.078613
	Iteration 18Q: 3 clusters Score -13764.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13764.755859 Penalty: 544.078613
	Iteration 19F: 3 clusters Score -13764.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 157 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 238 members 
Entering Unmasked Estep 
Score: -53296008.000000 Penalty: 45531.234375
Splitting cluster 27 changes total score from -53296176.000000 to -53296008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -4722.458008 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -4722.458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4538.402832 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4538.403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4561.353516 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4561.354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4569.412598 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -4569.413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4575.136719 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4575.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4575.136719 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -4575.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -22632.578125 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -22632.58 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 166 members 
Entering Unmasked Estep 
Score: -22215.298828 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -22215.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22338.945312 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -22338.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22381.564453 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -22381.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22401.025391 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -22401.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22413.744141 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -22413.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22428.767578 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -22428.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22441.828125 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -22441.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22452.574219 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -22452.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22461.779297 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -22461.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22467.050781 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -22467.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22467.927734 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -22467.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22468.220703 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -22468.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22469.824219 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -22469.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22471.107422 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -22471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22471.375000 Penalty: 538.863647
	Iteration 14Q: 3 clusters Score -22471.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22471.375000 Penalty: 538.863647
	Iteration 15F: 3 clusters Score -22471.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22892.410156 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22892.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22480.560547 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22480.56 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22609.966797 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22609.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22686.673828 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22686.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22728.062500 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22728.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22764.300781 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -22764.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22789.646484 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22789.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22820.802734 Penalty: 538.374390
	Iteration 6F: 3 clusters Score -22820.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22850.365234 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22850.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22867.224609 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22867.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22880.580078 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22880.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22889.005859 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22889.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22900.029297 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22900.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22902.197266 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -22902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22903.343750 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -22903.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22906.503906 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -22906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22910.357422 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -22910.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22913.328125 Penalty: 538.374390
	Iteration 16Q: 3 clusters Score -22913.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22916.060547 Penalty: 538.374390
	Iteration 17Q: 3 clusters Score -22916.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22916.587891 Penalty: 538.374390
	Iteration 18Q: 3 clusters Score -22916.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22916.587891 Penalty: 538.374390
	Iteration 19F: 3 clusters Score -22916.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 136 members 
Entering Unmasked Estep 
Score: -53295904.000000 Penalty: 45531.234375
Splitting cluster 30 changes total score from -53296176.000000 to -53295904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -23844.537109 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -23844.54 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 202 members 
Entering Unmasked Estep 
Score: -23441.408203 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -23441.41 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23527.234375 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -23527.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23566.476562 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -23566.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23582.781250 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -23582.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23590.242188 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -23590.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23600.400391 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -23600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23606.050781 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -23606.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23614.712891 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -23614.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23617.634766 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -23617.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23617.634766 Penalty: 540.555603
	Iteration 9F: 3 clusters Score -23617.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -5478.617676 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -5478.618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5309.130859 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -5309.131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5370.411621 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -5370.412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5392.940918 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -5392.941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5405.198730 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -5405.199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5424.543457 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -5424.543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5434.999512 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -5435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5434.999512 Penalty: 414.402802
	Iteration 6F: 3 clusters Score -5435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35259.292969 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35259.29 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 279 members 
Entering Unmasked Estep 
Score: -34702.300781 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -34702.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35041.507812 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35041.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35187.933594 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35187.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35237.851562 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35237.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35261.222656 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35261.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35272.253906 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35272.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35277.250000 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35277.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35283.281250 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35283.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35286.519531 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35286.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35286.828125 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35286.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35288.003906 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35288.574219 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35288.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35288.914062 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -35288.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35288.914062 Penalty: 578.878540
	Iteration 13F: 3 clusters Score -35288.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 375 members 
Entering Unmasked Estep 
Score: -53295924.000000 Penalty: 45531.234375
Splitting cluster 33 changes total score from -53296176.000000 to -53295924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (40879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Entering Unmasked Estep 
Score: -2601815.500000 Penalty: 483.135925
	Iteration 0F: 2 clusters Score -2601816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2574404.500000 Penalty: 966.271851
	Iteration 0F: 3 clusters Score -2574404 nChanged 19736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2586696.250000 Penalty: 966.271851
	Iteration 1F: 3 clusters Score -2586696 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2587698.250000 Penalty: 966.271851
	Iteration 2F: 3 clusters Score -2587698 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2589079.000000 Penalty: 966.271851
	Iteration 3F: 3 clusters Score -2589079 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2590891.500000 Penalty: 966.271851
	Iteration 4F: 3 clusters Score -2590892 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2593056.500000 Penalty: 966.271851
	Iteration 5F: 3 clusters Score -2593056 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2594882.250000 Penalty: 966.271851
	Iteration 6F: 3 clusters Score -2594882 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2595736.750000 Penalty: 966.271851
	Iteration 7Q: 3 clusters Score -2595737 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2596159.500000 Penalty: 966.271851
	Iteration 8Q: 3 clusters Score -2596160 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2596483.750000 Penalty: 966.271851
	Iteration 9Q: 3 clusters Score -2596484 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2596811.750000 Penalty: 966.271851
	Iteration 10Q: 3 clusters Score -2596812 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2597102.250000 Penalty: 966.271851
	Iteration 11Q: 3 clusters Score -2597102 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2597388.750000 Penalty: 966.271851
	Iteration 12Q: 3 clusters Score -2597389 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2597662.000000 Penalty: 966.271851
	Iteration 13Q: 3 clusters Score -2597662 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2597917.250000 Penalty: 966.271851
	Iteration 14Q: 3 clusters Score -2597917 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2598235.750000 Penalty: 966.271851
	Iteration 15Q: 3 clusters Score -2598236 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2598584.000000 Penalty: 966.271851
	Iteration 16Q: 3 clusters Score -2598584 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2598916.000000 Penalty: 966.271851
	Iteration 17Q: 3 clusters Score -2598916 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2599189.750000 Penalty: 966.271851
	Iteration 18Q: 3 clusters Score -2599190 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2599408.000000 Penalty: 966.271851
	Iteration 19Q: 3 clusters Score -2599408 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2599625.500000 Penalty: 966.271851
	Iteration 20F: 3 clusters Score -2599626 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2599840.500000 Penalty: 966.271851
	Iteration 21Q: 3 clusters Score -2599840 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2600053.000000 Penalty: 966.271851
	Iteration 22Q: 3 clusters Score -2600053 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2600255.000000 Penalty: 966.271851
	Iteration 23Q: 3 clusters Score -2600255 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2600423.750000 Penalty: 966.271851
	Iteration 24Q: 3 clusters Score -2600424 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2600565.250000 Penalty: 966.271851
	Iteration 25Q: 3 clusters Score -2600565 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2600711.250000 Penalty: 966.271851
	Iteration 26Q: 3 clusters Score -2600711 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2600830.500000 Penalty: 966.271851
	Iteration 27Q: 3 clusters Score -2600830 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2600951.250000 Penalty: 966.271851
	Iteration 28Q: 3 clusters Score -2600951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2601045.750000 Penalty: 966.271851
	Iteration 29Q: 3 clusters Score -2601046 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2601120.250000 Penalty: 966.271851
	Iteration 30Q: 3 clusters Score -2601120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2601187.500000 Penalty: 966.271851
	Iteration 31Q: 3 clusters Score -2601188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2601243.250000 Penalty: 966.271851
	Iteration 32Q: 3 clusters Score -2601243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2601279.250000 Penalty: 966.271851
	Iteration 33Q: 3 clusters Score -2601279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2601301.250000 Penalty: 966.271851
	Iteration 34Q: 3 clusters Score -2601301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2601319.000000 Penalty: 966.271851
	Iteration 35Q: 3 clusters Score -2601319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2601330.250000 Penalty: 966.271851
	Iteration 36Q: 3 clusters Score -2601330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2601346.000000 Penalty: 966.271851
	Iteration 37Q: 3 clusters Score -2601346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2601359.500000 Penalty: 966.271851
	Iteration 38Q: 3 clusters Score -2601360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2601365.500000 Penalty: 966.271851
	Iteration 39Q: 3 clusters Score -2601366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2601380.750000 Penalty: 966.271851
	Iteration 40F: 3 clusters Score -2601381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2601388.000000 Penalty: 966.271851
	Iteration 41Q: 3 clusters Score -2601388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2601395.750000 Penalty: 966.271851
	Iteration 42Q: 3 clusters Score -2601396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2601406.500000 Penalty: 966.271851
	Iteration 43Q: 3 clusters Score -2601406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2601409.750000 Penalty: 966.271851
	Iteration 44Q: 3 clusters Score -2601410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2601411.250000 Penalty: 966.271851
	Iteration 45Q: 3 clusters Score -2601411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2601415.750000 Penalty: 966.271851
	Iteration 46Q: 3 clusters Score -2601416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2601414.500000 Penalty: 966.271851
	Iteration 47Q: 3 clusters Score -2601414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2601414.750000 Penalty: 966.271851
	Iteration 48Q: 3 clusters Score -2601415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2601419.000000 Penalty: 966.271851
	Iteration 49Q: 3 clusters Score -2601419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2601420.750000 Penalty: 966.271851
	Iteration 50Q: 3 clusters Score -2601421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2601418.750000 Penalty: 966.271851
	Iteration 51Q: 3 clusters Score -2601419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2601416.500000 Penalty: 966.271851
	Iteration 52Q: 3 clusters Score -2601416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2601423.250000 Penalty: 966.271851
	Iteration 53Q: 3 clusters Score -2601423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2601424.250000 Penalty: 966.271851
	Iteration 54Q: 3 clusters Score -2601424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2601425.000000 Penalty: 966.271851
	Iteration 55Q: 3 clusters Score -2601425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2601426.250000 Penalty: 966.271851
	Iteration 56Q: 3 clusters Score -2601426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2601431.500000 Penalty: 966.271851
	Iteration 57Q: 3 clusters Score -2601432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2601434.750000 Penalty: 966.271851
	Iteration 58Q: 3 clusters Score -2601435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2601438.500000 Penalty: 966.271851
	Iteration 59Q: 3 clusters Score -2601438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2601439.250000 Penalty: 966.271851
	Iteration 60F: 3 clusters Score -2601439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2601444.500000 Penalty: 966.271851
	Iteration 61Q: 3 clusters Score -2601444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2601446.000000 Penalty: 966.271851
	Iteration 62Q: 3 clusters Score -2601446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2601451.000000 Penalty: 966.271851
	Iteration 63Q: 3 clusters Score -2601451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2601451.750000 Penalty: 966.271851
	Iteration 64Q: 3 clusters Score -2601452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2601449.000000 Penalty: 966.271851
	Iteration 65Q: 3 clusters Score -2601449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2601447.500000 Penalty: 966.271851
	Iteration 66Q: 3 clusters Score -2601448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2601447.500000 Penalty: 966.271851
	Iteration 67Q: 3 clusters Score -2601448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2601449.000000 Penalty: 966.271851
	Iteration 68Q: 3 clusters Score -2601449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2601449.000000 Penalty: 966.271851
	Iteration 69F: 3 clusters Score -2601449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (88385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Entering Unmasked Estep 
Score: -5505282.500000 Penalty: 518.220337
	Iteration 0F: 2 clusters Score -5505282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -5446975.000000 Penalty: 1036.440674
	Iteration 0F: 3 clusters Score -5446975 nChanged 43074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -5473481.000000 Penalty: 1036.440674
	Iteration 1F: 3 clusters Score -5473481 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -5474978.000000 Penalty: 1036.440674
	Iteration 2Q: 3 clusters Score -5474978 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -5477553.000000 Penalty: 1036.440674
	Iteration 3F: 3 clusters Score -5477553 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -5482034.500000 Penalty: 1036.440674
	Iteration 4F: 3 clusters Score -5482034 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -5487940.000000 Penalty: 1036.440674
	Iteration 5F: 3 clusters Score -5487940 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -5493538.000000 Penalty: 1036.440674
	Iteration 6F: 3 clusters Score -5493538 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -5497680.000000 Penalty: 1036.440674
	Iteration 7Q: 3 clusters Score -5497680 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -5499980.500000 Penalty: 1036.440674
	Iteration 8Q: 3 clusters Score -5499980 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -5501413.000000 Penalty: 1036.440674
	Iteration 9Q: 3 clusters Score -5501413 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -5502433.000000 Penalty: 1036.440674
	Iteration 10Q: 3 clusters Score -5502433 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -5503228.500000 Penalty: 1036.440674
	Iteration 11Q: 3 clusters Score -5503228 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -5503774.000000 Penalty: 1036.440674
	Iteration 12Q: 3 clusters Score -5503774 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -5504118.500000 Penalty: 1036.440674
	Iteration 13Q: 3 clusters Score -5504118 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -5504379.500000 Penalty: 1036.440674
	Iteration 14Q: 3 clusters Score -5504380 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -5504516.500000 Penalty: 1036.440674
	Iteration 15Q: 3 clusters Score -5504516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -5504622.000000 Penalty: 1036.440674
	Iteration 16Q: 3 clusters Score -5504622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -5504684.000000 Penalty: 1036.440674
	Iteration 17Q: 3 clusters Score -5504684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -5504726.000000 Penalty: 1036.440674
	Iteration 18Q: 3 clusters Score -5504726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -5504761.000000 Penalty: 1036.440674
	Iteration 19Q: 3 clusters Score -5504761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -5504784.500000 Penalty: 1036.440674
	Iteration 20F: 3 clusters Score -5504784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -5504781.500000 Penalty: 1036.440674
	Iteration 21Q: 3 clusters Score -5504782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -5504785.500000 Penalty: 1036.440674
	Iteration 22Q: 3 clusters Score -5504786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -5504793.500000 Penalty: 1036.440674
	Iteration 23Q: 3 clusters Score -5504794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -5504791.000000 Penalty: 1036.440674
	Iteration 24Q: 3 clusters Score -5504791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -5504797.500000 Penalty: 1036.440674
	Iteration 25Q: 3 clusters Score -5504798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -5504807.000000 Penalty: 1036.440674
	Iteration 26Q: 3 clusters Score -5504807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -5504818.500000 Penalty: 1036.440674
	Iteration 27Q: 3 clusters Score -5504818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 88195 members 
Entering Unmasked Estep 
Score: -5504826.500000 Penalty: 1036.440674
	Iteration 28Q: 3 clusters Score -5504826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -5504825.500000 Penalty: 1036.440674
	Iteration 29Q: 3 clusters Score -5504826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -5504825.500000 Penalty: 1036.440674
	Iteration 30Q: 3 clusters Score -5504826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -5504825.500000 Penalty: 1036.440674
	Iteration 31F: 3 clusters Score -5504826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -15322.359375 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -15322.36 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 122 members 
Entering Unmasked Estep 
Score: -15016.622070 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -15016.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15065.114258 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -15065.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15073.372070 Penalty: 492.865143
	Iteration 2Q: 3 clusters Score -15073.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15084.362305 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -15084.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15085.828125 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -15085.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15086.086914 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -15086.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15088.537109 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -15088.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15093.077148 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -15093.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15098.945312 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -15098.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15104.033203 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -15104.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15111.811523 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -15111.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15116.084961 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -15116.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15117.782227 Penalty: 492.865143
	Iteration 12Q: 3 clusters Score -15117.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15117.915039 Penalty: 492.865143
	Iteration 13Q: 3 clusters Score -15117.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15118.250000 Penalty: 492.865143
	Iteration 14Q: 3 clusters Score -15118.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15118.250000 Penalty: 492.865143
	Iteration 15F: 3 clusters Score -15118.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -25977.250000 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -25977.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25570.488281 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -25570.49 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25762.855469 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -25762.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25836.044922 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -25836.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25949.708984 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -25949.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26042.416016 Penalty: 548.353821
	Iteration 4F: 3 clusters Score -26042.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26081.644531 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -26081.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26107.089844 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -26107.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26111.214844 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -26111.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26113.269531 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -26113.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26114.117188 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -26114.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26114.941406 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -26114.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26114.941406 Penalty: 548.353821
	Iteration 11F: 3 clusters Score -26114.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 213 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 201 members 
Entering Unmasked Estep 
Score: -53296016.000000 Penalty: 45531.234375
Splitting cluster 37 changes total score from -53296176.000000 to -53296016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14481.609375 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14481.61 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 134 members 
Entering Unmasked Estep 
Score: -14164.579102 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14164.58 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14294.397461 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14294.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14344.936523 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14344.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14368.889648 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14368.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14374.051758 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14374.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14380.595703 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14393.440430 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14393.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14404.015625 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14404.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14427.455078 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14427.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14450.807617 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14450.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14472.003906 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14495.799805 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -14495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14506.313477 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -14506.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14509.042969 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -14509.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14509.042969 Penalty: 506.371338
	Iteration 14F: 3 clusters Score -14509.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 129 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 513 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 132 members 
Entering Unmasked Estep 
Score: -53295900.000000 Penalty: 45531.234375
Splitting cluster 38 changes total score from -53296176.000000 to -53295900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -18135.179688 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -18135.18 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 167 members 
Entering Unmasked Estep 
Score: -17790.587891 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -17790.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17944.703125 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -17944.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18019.021484 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -18019.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18044.277344 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -18044.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18053.474609 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -18053.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18081.443359 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -18081.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18089.884766 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -18089.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18093.968750 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -18093.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18094.832031 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -18094.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18094.832031 Penalty: 517.514771
	Iteration 9F: 3 clusters Score -18094.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17285.251953 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17285.25 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 138 members 
Entering Unmasked Estep 
Score: -16965.783203 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -16965.78 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17092.894531 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17092.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17129.896484 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17129.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17137.978516 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -17137.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17145.197266 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17150.660156 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17150.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17153.185547 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17153.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17156.070312 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17156.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17160.191406 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -17160.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17165.298828 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -17165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17169.625000 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -17169.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17176.068359 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -17176.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17181.744141 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -17181.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17188.435547 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -17188.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17190.341797 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -17190.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17190.341797 Penalty: 512.765869
	Iteration 15F: 3 clusters Score -17190.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -33991.382812 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -33991.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33493.949219 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -33493.95 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33616.308594 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -33616.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33681.867188 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -33681.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33746.519531 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -33746.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33822.460938 Penalty: 567.865112
	Iteration 4F: 3 clusters Score -33822.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34034.988281 Penalty: 567.865112
	Iteration 5F: 3 clusters Score -34034.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34173.855469 Penalty: 567.865112
	Iteration 6F: 3 clusters Score -34173.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34246.652344 Penalty: 567.865112
	Iteration 7F: 3 clusters Score -34246.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34291.632812 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -34291.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34319.335938 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -34319.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34323.542969 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -34323.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34324.199219 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -34324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34324.199219 Penalty: 567.865112
	Iteration 12F: 3 clusters Score -34324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 143 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 370 members 
Entering Unmasked Estep 
Score: -53296248.000000 Penalty: 45531.234375
Splitting cluster 41 changes total score from -53296176.000000 to -53296248.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 42 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -27995.757812 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -27995.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27557.310547 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -27557.31 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27796.216797 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -27796.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27890.121094 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -27890.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27925.847656 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -27925.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27945.990234 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -27945.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27956.968750 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -27956.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27965.505859 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -27965.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27971.923828 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -27971.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27975.011719 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -27975.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27977.308594 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -27977.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27977.779297 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -27977.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27977.705078 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -27977.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27977.705078 Penalty: 563.690918
	Iteration 12F: 3 clusters Score -27977.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -5657.466309 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -5657.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5479.538574 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -5479.539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5546.945801 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -5546.946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5567.386230 Penalty: 413.439850
	Iteration 2F: 3 clusters Score -5567.386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5583.945312 Penalty: 413.439850
	Iteration 3Q: 3 clusters Score -5583.945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5592.553223 Penalty: 413.439850
	Iteration 4Q: 3 clusters Score -5592.553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5600.161133 Penalty: 413.439850
	Iteration 5Q: 3 clusters Score -5600.161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5605.054688 Penalty: 413.439850
	Iteration 6Q: 3 clusters Score -5605.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5605.054688 Penalty: 413.439850
	Iteration 7F: 3 clusters Score -5605.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -33571.777344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -33571.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33109.414062 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -33109.41 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33216.722656 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -33216.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33237.996094 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -33238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33247.421875 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -33247.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33253.195312 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -33253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33256.828125 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -33256.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33257.703125 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -33257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33258.199219 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -33258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33258.804688 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -33258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33259.539062 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -33259.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33260.085938 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -33260.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33261.550781 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -33261.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33262.273438 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -33262.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33262.273438 Penalty: 557.743591
	Iteration 13F: 3 clusters Score -33262.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -23463.853516 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -23463.85 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 179 members 
Entering Unmasked Estep 
Score: -23075.132812 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -23075.13 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23173.353516 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -23173.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23199.636719 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -23199.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23211.593750 Penalty: 539.107300
	Iteration 3Q: 3 clusters Score -23211.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23225.550781 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -23225.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23228.525391 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -23228.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23230.302734 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -23230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23233.000000 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -23233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23233.691406 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -23233.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23234.822266 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -23234.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23235.419922 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -23235.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23235.751953 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -23235.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23235.751953 Penalty: 539.107300
	Iteration 12F: 3 clusters Score -23235.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -59638.324219 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -59638.32 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 463 members 
Entering Unmasked Estep 
Score: -58873.070312 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -58873.07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59100.296875 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -59100.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59181.910156 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -59181.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59237.527344 Penalty: 620.819946
	Iteration 3F: 3 clusters Score -59237.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -59271.910156 Penalty: 620.819946
	Iteration 4Q: 3 clusters Score -59271.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -59307.101562 Penalty: 620.819946
	Iteration 5Q: 3 clusters Score -59307.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59338.824219 Penalty: 620.819946
	Iteration 6Q: 3 clusters Score -59338.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59375.250000 Penalty: 620.819946
	Iteration 7Q: 3 clusters Score -59375.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59403.644531 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -59403.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59418.800781 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -59418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59435.933594 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -59435.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -59447.933594 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -59447.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59455.734375 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -59455.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59461.578125 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -59461.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59468.863281 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -59468.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59474.402344 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -59474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59478.445312 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -59478.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59482.265625 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -59482.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59485.234375 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -59485.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -59489.273438 Penalty: 620.819946
	Iteration 19Q: 3 clusters Score -59489.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -59491.503906 Penalty: 620.819946
	Iteration 20F: 3 clusters Score -59491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59493.917969 Penalty: 620.819946
	Iteration 21Q: 3 clusters Score -59493.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59495.722656 Penalty: 620.819946
	Iteration 22Q: 3 clusters Score -59495.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59497.589844 Penalty: 620.819946
	Iteration 23Q: 3 clusters Score -59497.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59498.464844 Penalty: 620.819946
	Iteration 24Q: 3 clusters Score -59498.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59499.031250 Penalty: 620.819946
	Iteration 25Q: 3 clusters Score -59499.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59500.046875 Penalty: 620.819946
	Iteration 26Q: 3 clusters Score -59500.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59500.046875 Penalty: 620.819946
	Iteration 27F: 3 clusters Score -59500.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -99864.390625 Penalty: 338.872681
	Iteration 0F: 2 clusters Score -99864.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98613.507812 Penalty: 677.745361
	Iteration 0F: 3 clusters Score -98613.51 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -99042.335938 Penalty: 677.745361
	Iteration 1F: 3 clusters Score -99042.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -99111.312500 Penalty: 677.745361
	Iteration 2F: 3 clusters Score -99111.31 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -99191.109375 Penalty: 677.745361
	Iteration 3F: 3 clusters Score -99191.11 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -99278.367188 Penalty: 677.745361
	Iteration 4F: 3 clusters Score -99278.37 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -99373.867188 Penalty: 677.745361
	Iteration 5F: 3 clusters Score -99373.87 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -99462.898438 Penalty: 677.745361
	Iteration 6F: 3 clusters Score -99462.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -99527.367188 Penalty: 677.745361
	Iteration 7F: 3 clusters Score -99527.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -99571.765625 Penalty: 677.745361
	Iteration 8Q: 3 clusters Score -99571.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -99590.703125 Penalty: 677.745361
	Iteration 9Q: 3 clusters Score -99590.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -99603.382812 Penalty: 677.745361
	Iteration 10Q: 3 clusters Score -99603.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -99616.656250 Penalty: 677.745361
	Iteration 11Q: 3 clusters Score -99616.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -99621.960938 Penalty: 677.745361
	Iteration 12Q: 3 clusters Score -99621.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -99628.625000 Penalty: 677.745361
	Iteration 13Q: 3 clusters Score -99628.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -99635.093750 Penalty: 677.745361
	Iteration 14Q: 3 clusters Score -99635.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -99642.234375 Penalty: 677.745361
	Iteration 15Q: 3 clusters Score -99642.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -99646.000000 Penalty: 677.745361
	Iteration 16Q: 3 clusters Score -99646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -99649.492188 Penalty: 677.745361
	Iteration 17Q: 3 clusters Score -99649.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -99653.601562 Penalty: 677.745361
	Iteration 18Q: 3 clusters Score -99653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -99654.617188 Penalty: 677.745361
	Iteration 19Q: 3 clusters Score -99654.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -99654.890625 Penalty: 677.745361
	Iteration 20F: 3 clusters Score -99654.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -28261.787109 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -28261.79 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 219 members 
Entering Unmasked Estep 
Score: -27807.177734 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27807.18 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27931.773438 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27931.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27968.408203 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -27968.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27990.625000 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -27990.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27999.537109 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -27999.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28010.064453 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -28010.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28028.029297 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -28028.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28045.835938 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -28045.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28060.021484 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -28060.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28077.425781 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -28077.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28095.207031 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -28095.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28104.734375 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -28104.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28112.515625 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -28112.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28116.789062 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -28116.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28117.125000 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -28117.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28117.125000 Penalty: 553.896484
	Iteration 15F: 3 clusters Score -28117.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 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 168 members 
Entering Unmasked Estep 
Score: -21623.068359 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21623.07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21722.683594 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21722.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21751.900391 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21751.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21765.910156 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -21765.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21777.171875 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21777.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21782.744141 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21782.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21788.564453 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21788.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21791.339844 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21791.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21793.019531 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21793.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21794.824219 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21794.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21795.371094 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21795.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21796.064453 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21796.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21796.064453 Penalty: 533.848572
	Iteration 12F: 3 clusters Score -21796.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -9456.204102 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -9456.204 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 118 members 
Entering Unmasked Estep 
Score: -9194.497070 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9194.497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9309.582031 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9309.582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9336.814453 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -9336.814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9351.343750 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -9351.344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9356.873047 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9356.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9358.289062 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9358.289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9363.798828 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -9363.799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9365.756836 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -9365.757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9366.500000 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -9366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9367.043945 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -9367.044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9367.043945 Penalty: 490.820129
	Iteration 10F: 3 clusters Score -9367.044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -3291.251221 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -3291.251 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 29 members 
Entering Unmasked Estep 
Score: -3132.931396 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -3132.931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3183.116943 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -3183.117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3202.943848 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -3202.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11737.381836 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11737.38 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 109 members 
Entering Unmasked Estep 
Score: -11482.857422 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11482.86 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11719.372070 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11719.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11831.284180 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11831.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11974.890625 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11974.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12006.766602 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12006.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12047.369141 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12047.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12070.047852 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12070.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12092.091797 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12092.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12092.938477 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -12092.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12097.909180 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -12097.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12114.042969 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -12114.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12131.541016 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -12131.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12131.541016 Penalty: 485.277405
	Iteration 12F: 3 clusters Score -12131.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 143 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 370 members 
Mstep: Class 74 contains 56 members 
Entering Unmasked Estep 
Score: -53296308.000000 Penalty: 46154.949219
Splitting cluster 52 changes total score from -53296176.000000 to -53296308.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 53 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -66485.976562 Penalty: 315.515076
	Iteration 0F: 2 clusters Score -66485.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65634.265625 Penalty: 631.030151
	Iteration 0F: 3 clusters Score -65634.27 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65902.585938 Penalty: 631.030151
	Iteration 1F: 3 clusters Score -65902.59 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65964.914062 Penalty: 631.030151
	Iteration 2F: 3 clusters Score -65964.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66010.890625 Penalty: 631.030151
	Iteration 3F: 3 clusters Score -66010.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -66038.875000 Penalty: 631.030151
	Iteration 4Q: 3 clusters Score -66038.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66067.359375 Penalty: 631.030151
	Iteration 5Q: 3 clusters Score -66067.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66089.554688 Penalty: 631.030151
	Iteration 6Q: 3 clusters Score -66089.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -66118.359375 Penalty: 631.030151
	Iteration 7Q: 3 clusters Score -66118.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -66156.093750 Penalty: 631.030151
	Iteration 8Q: 3 clusters Score -66156.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66200.593750 Penalty: 631.030151
	Iteration 9Q: 3 clusters Score -66200.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66237.609375 Penalty: 631.030151
	Iteration 10Q: 3 clusters Score -66237.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -66263.289062 Penalty: 631.030151
	Iteration 11Q: 3 clusters Score -66263.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -66290.203125 Penalty: 631.030151
	Iteration 12Q: 3 clusters Score -66290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66307.687500 Penalty: 631.030151
	Iteration 13Q: 3 clusters Score -66307.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -66318.421875 Penalty: 631.030151
	Iteration 14Q: 3 clusters Score -66318.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -66321.156250 Penalty: 631.030151
	Iteration 15Q: 3 clusters Score -66321.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -66322.242188 Penalty: 631.030151
	Iteration 16Q: 3 clusters Score -66322.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66326.320312 Penalty: 631.030151
	Iteration 17Q: 3 clusters Score -66326.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -66327.281250 Penalty: 631.030151
	Iteration 18Q: 3 clusters Score -66327.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -66328.078125 Penalty: 631.030151
	Iteration 19F: 3 clusters Score -66328.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -66328.875000 Penalty: 631.030151
	Iteration 20F: 3 clusters Score -66328.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -66329.148438 Penalty: 631.030151
	Iteration 21Q: 3 clusters Score -66329.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -66329.148438 Penalty: 631.030151
	Iteration 22F: 3 clusters Score -66329.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -46629.222656 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -46629.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45988.906250 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -45988.91 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46195.324219 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -46195.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46255.070312 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -46255.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46296.660156 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -46296.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46322.601562 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -46322.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46334.093750 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -46334.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46343.765625 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -46343.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46344.933594 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -46344.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46345.207031 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -46345.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46345.488281 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -46345.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46345.812500 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -46345.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46346.296875 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -46346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46347.574219 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -46347.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46349.597656 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -46349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46351.417969 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -46351.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46351.816406 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -46351.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46353.035156 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -46353.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46354.179688 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -46354.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46355.230469 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -46355.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46357.027344 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -46357.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46361.468750 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -46361.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46364.914062 Penalty: 599.967041
	Iteration 21Q: 3 clusters Score -46364.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46367.957031 Penalty: 599.967041
	Iteration 22Q: 3 clusters Score -46367.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46373.593750 Penalty: 599.967041
	Iteration 23Q: 3 clusters Score -46373.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46378.542969 Penalty: 599.967041
	Iteration 24Q: 3 clusters Score -46378.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46383.234375 Penalty: 599.967041
	Iteration 25Q: 3 clusters Score -46383.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46385.773438 Penalty: 599.967041
	Iteration 26Q: 3 clusters Score -46385.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46387.277344 Penalty: 599.967041
	Iteration 27Q: 3 clusters Score -46387.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46387.832031 Penalty: 599.967041
	Iteration 28Q: 3 clusters Score -46387.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46389.074219 Penalty: 599.967041
	Iteration 29Q: 3 clusters Score -46389.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46390.472656 Penalty: 599.967041
	Iteration 30Q: 3 clusters Score -46390.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46392.449219 Penalty: 599.967041
	Iteration 31Q: 3 clusters Score -46392.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46395.101562 Penalty: 599.967041
	Iteration 32Q: 3 clusters Score -46395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46396.769531 Penalty: 599.967041
	Iteration 33Q: 3 clusters Score -46396.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46400.492188 Penalty: 599.967041
	Iteration 34Q: 3 clusters Score -46400.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46402.695312 Penalty: 599.967041
	Iteration 35Q: 3 clusters Score -46402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46403.277344 Penalty: 599.967041
	Iteration 36Q: 3 clusters Score -46403.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46403.890625 Penalty: 599.967041
	Iteration 37Q: 3 clusters Score -46403.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46403.890625 Penalty: 599.967041
	Iteration 38F: 3 clusters Score -46403.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -12865.066406 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -12865.07 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 111 members 
Entering Unmasked Estep 
Score: -12610.649414 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -12610.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12751.301758 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -12751.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12797.399414 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -12797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12817.888672 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -12817.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12820.691406 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -12820.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12820.691406 Penalty: 489.150330
	Iteration 5F: 3 clusters Score -12820.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (83874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Entering Unmasked Estep 
Score: -5192660.500000 Penalty: 515.836731
	Iteration 0F: 2 clusters Score -5192660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5136433.500000 Penalty: 1031.673462
	Iteration 0F: 3 clusters Score -5136434 nChanged 40854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -5161375.000000 Penalty: 1031.673462
	Iteration 1F: 3 clusters Score -5161375 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -5162775.000000 Penalty: 1031.673462
	Iteration 2Q: 3 clusters Score -5162775 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -5165578.500000 Penalty: 1031.673462
	Iteration 3F: 3 clusters Score -5165578 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -5170373.500000 Penalty: 1031.673462
	Iteration 4F: 3 clusters Score -5170374 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5177320.500000 Penalty: 1031.673462
	Iteration 5F: 3 clusters Score -5177320 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5183634.500000 Penalty: 1031.673462
	Iteration 6F: 3 clusters Score -5183634 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5186482.500000 Penalty: 1031.673462
	Iteration 7F: 3 clusters Score -5186482 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5187738.500000 Penalty: 1031.673462
	Iteration 8Q: 3 clusters Score -5187738 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -5188518.000000 Penalty: 1031.673462
	Iteration 9Q: 3 clusters Score -5188518 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5189006.500000 Penalty: 1031.673462
	Iteration 10Q: 3 clusters Score -5189006 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -5189347.500000 Penalty: 1031.673462
	Iteration 11Q: 3 clusters Score -5189348 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -5189558.000000 Penalty: 1031.673462
	Iteration 12Q: 3 clusters Score -5189558 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5189703.000000 Penalty: 1031.673462
	Iteration 13Q: 3 clusters Score -5189703 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5189799.000000 Penalty: 1031.673462
	Iteration 14Q: 3 clusters Score -5189799 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5189831.500000 Penalty: 1031.673462
	Iteration 15Q: 3 clusters Score -5189832 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5189868.500000 Penalty: 1031.673462
	Iteration 16Q: 3 clusters Score -5189868 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5189874.500000 Penalty: 1031.673462
	Iteration 17Q: 3 clusters Score -5189874 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5189882.500000 Penalty: 1031.673462
	Iteration 18Q: 3 clusters Score -5189882 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5189848.000000 Penalty: 1031.673462
	Iteration 19Q: 3 clusters Score -5189848 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5189821.000000 Penalty: 1031.673462
	Iteration 20F: 3 clusters Score -5189821 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5189780.000000 Penalty: 1031.673462
	Iteration 21Q: 3 clusters Score -5189780 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5189750.000000 Penalty: 1031.673462
	Iteration 22Q: 3 clusters Score -5189750 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -5189732.500000 Penalty: 1031.673462
	Iteration 23Q: 3 clusters Score -5189732 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -5189724.500000 Penalty: 1031.673462
	Iteration 24Q: 3 clusters Score -5189724 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5189700.000000 Penalty: 1031.673462
	Iteration 25Q: 3 clusters Score -5189700 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -5189704.000000 Penalty: 1031.673462
	Iteration 26Q: 3 clusters Score -5189704 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -5189697.000000 Penalty: 1031.673462
	Iteration 27Q: 3 clusters Score -5189697 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -5189691.500000 Penalty: 1031.673462
	Iteration 28Q: 3 clusters Score -5189692 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5189664.000000 Penalty: 1031.673462
	Iteration 29Q: 3 clusters Score -5189664 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -5189648.000000 Penalty: 1031.673462
	Iteration 30Q: 3 clusters Score -5189648 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5189643.500000 Penalty: 1031.673462
	Iteration 31Q: 3 clusters Score -5189644 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -5189622.000000 Penalty: 1031.673462
	Iteration 32Q: 3 clusters Score -5189622 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -5189585.000000 Penalty: 1031.673462
	Iteration 33Q: 3 clusters Score -5189585 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5189558.500000 Penalty: 1031.673462
	Iteration 34Q: 3 clusters Score -5189558 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5189557.000000 Penalty: 1031.673462
	Iteration 35Q: 3 clusters Score -5189557 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -5189547.000000 Penalty: 1031.673462
	Iteration 36Q: 3 clusters Score -5189547 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -5189546.000000 Penalty: 1031.673462
	Iteration 37Q: 3 clusters Score -5189546 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -5189557.500000 Penalty: 1031.673462
	Iteration 38Q: 3 clusters Score -5189558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5189524.500000 Penalty: 1031.673462
	Iteration 39Q: 3 clusters Score -5189524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5189509.000000 Penalty: 1031.673462
	Iteration 40F: 3 clusters Score -5189509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5189520.500000 Penalty: 1031.673462
	Iteration 41Q: 3 clusters Score -5189520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -5189494.000000 Penalty: 1031.673462
	Iteration 42Q: 3 clusters Score -5189494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5189477.000000 Penalty: 1031.673462
	Iteration 43Q: 3 clusters Score -5189477 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5189467.000000 Penalty: 1031.673462
	Iteration 44Q: 3 clusters Score -5189467 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -5189475.000000 Penalty: 1031.673462
	Iteration 45Q: 3 clusters Score -5189475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -5189455.000000 Penalty: 1031.673462
	Iteration 46Q: 3 clusters Score -5189455 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5189454.500000 Penalty: 1031.673462
	Iteration 47Q: 3 clusters Score -5189454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5189458.500000 Penalty: 1031.673462
	Iteration 48Q: 3 clusters Score -5189458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5189454.000000 Penalty: 1031.673462
	Iteration 49Q: 3 clusters Score -5189454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -5189456.000000 Penalty: 1031.673462
	Iteration 50Q: 3 clusters Score -5189456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -5189453.000000 Penalty: 1031.673462
	Iteration 51Q: 3 clusters Score -5189453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5189446.500000 Penalty: 1031.673462
	Iteration 52Q: 3 clusters Score -5189446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5189438.500000 Penalty: 1031.673462
	Iteration 53Q: 3 clusters Score -5189438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -5189436.500000 Penalty: 1031.673462
	Iteration 54Q: 3 clusters Score -5189436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5189433.000000 Penalty: 1031.673462
	Iteration 55Q: 3 clusters Score -5189433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5189427.500000 Penalty: 1031.673462
	Iteration 56Q: 3 clusters Score -5189428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -5189422.000000 Penalty: 1031.673462
	Iteration 57Q: 3 clusters Score -5189422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -5189432.500000 Penalty: 1031.673462
	Iteration 58Q: 3 clusters Score -5189432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5189419.500000 Penalty: 1031.673462
	Iteration 59Q: 3 clusters Score -5189420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -5189412.000000 Penalty: 1031.673462
	Iteration 60F: 3 clusters Score -5189412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5189404.000000 Penalty: 1031.673462
	Iteration 61Q: 3 clusters Score -5189404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -5189402.000000 Penalty: 1031.673462
	Iteration 62Q: 3 clusters Score -5189402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -5189383.000000 Penalty: 1031.673462
	Iteration 63Q: 3 clusters Score -5189383 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5189380.000000 Penalty: 1031.673462
	Iteration 64Q: 3 clusters Score -5189380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -5189376.500000 Penalty: 1031.673462
	Iteration 65Q: 3 clusters Score -5189376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5189363.500000 Penalty: 1031.673462
	Iteration 66Q: 3 clusters Score -5189364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5189356.000000 Penalty: 1031.673462
	Iteration 67Q: 3 clusters Score -5189356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5189354.000000 Penalty: 1031.673462
	Iteration 68Q: 3 clusters Score -5189354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5189338.000000 Penalty: 1031.673462
	Iteration 69Q: 3 clusters Score -5189338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5189318.000000 Penalty: 1031.673462
	Iteration 70Q: 3 clusters Score -5189318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -5189325.000000 Penalty: 1031.673462
	Iteration 71Q: 3 clusters Score -5189325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -5189306.500000 Penalty: 1031.673462
	Iteration 72Q: 3 clusters Score -5189306 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5189297.500000 Penalty: 1031.673462
	Iteration 73Q: 3 clusters Score -5189298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5189289.500000 Penalty: 1031.673462
	Iteration 74Q: 3 clusters Score -5189290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5189275.500000 Penalty: 1031.673462
	Iteration 75Q: 3 clusters Score -5189276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -5189268.500000 Penalty: 1031.673462
	Iteration 76Q: 3 clusters Score -5189268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5189267.500000 Penalty: 1031.673462
	Iteration 77Q: 3 clusters Score -5189268 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5189252.000000 Penalty: 1031.673462
	Iteration 78Q: 3 clusters Score -5189252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5189228.000000 Penalty: 1031.673462
	Iteration 79Q: 3 clusters Score -5189228 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5189210.500000 Penalty: 1031.673462
	Iteration 80F: 3 clusters Score -5189210 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5189201.500000 Penalty: 1031.673462
	Iteration 81Q: 3 clusters Score -5189202 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5189218.500000 Penalty: 1031.673462
	Iteration 82Q: 3 clusters Score -5189218 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5189206.000000 Penalty: 1031.673462
	Iteration 83Q: 3 clusters Score -5189206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5189201.500000 Penalty: 1031.673462
	Iteration 84Q: 3 clusters Score -5189202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5189165.500000 Penalty: 1031.673462
	Iteration 85Q: 3 clusters Score -5189166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5189162.500000 Penalty: 1031.673462
	Iteration 86Q: 3 clusters Score -5189162 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5189160.000000 Penalty: 1031.673462
	Iteration 87Q: 3 clusters Score -5189160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5189151.500000 Penalty: 1031.673462
	Iteration 88Q: 3 clusters Score -5189152 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5189149.000000 Penalty: 1031.673462
	Iteration 89Q: 3 clusters Score -5189149 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5189139.500000 Penalty: 1031.673462
	Iteration 90Q: 3 clusters Score -5189140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5189148.500000 Penalty: 1031.673462
	Iteration 91Q: 3 clusters Score -5189148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -5189139.500000 Penalty: 1031.673462
	Iteration 92Q: 3 clusters Score -5189140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -5189132.000000 Penalty: 1031.673462
	Iteration 93Q: 3 clusters Score -5189132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5189131.000000 Penalty: 1031.673462
	Iteration 94Q: 3 clusters Score -5189131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5189108.500000 Penalty: 1031.673462
	Iteration 95Q: 3 clusters Score -5189108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5189112.500000 Penalty: 1031.673462
	Iteration 96Q: 3 clusters Score -5189112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -5189105.000000 Penalty: 1031.673462
	Iteration 97Q: 3 clusters Score -5189105 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5189088.500000 Penalty: 1031.673462
	Iteration 98Q: 3 clusters Score -5189088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5189076.500000 Penalty: 1031.673462
	Iteration 99Q: 3 clusters Score -5189076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5189064.000000 Penalty: 1031.673462
	Iteration 100F: 3 clusters Score -5189064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5189064.500000 Penalty: 1031.673462
	Iteration 101Q: 3 clusters Score -5189064 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5189057.000000 Penalty: 1031.673462
	Iteration 102Q: 3 clusters Score -5189057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5189051.500000 Penalty: 1031.673462
	Iteration 103Q: 3 clusters Score -5189052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5189049.500000 Penalty: 1031.673462
	Iteration 104Q: 3 clusters Score -5189050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -5189056.000000 Penalty: 1031.673462
	Iteration 105Q: 3 clusters Score -5189056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5189053.000000 Penalty: 1031.673462
	Iteration 106Q: 3 clusters Score -5189053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5189035.500000 Penalty: 1031.673462
	Iteration 107Q: 3 clusters Score -5189036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5189029.000000 Penalty: 1031.673462
	Iteration 108Q: 3 clusters Score -5189029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5189027.500000 Penalty: 1031.673462
	Iteration 109Q: 3 clusters Score -5189028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5189005.500000 Penalty: 1031.673462
	Iteration 110Q: 3 clusters Score -5189006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5188985.500000 Penalty: 1031.673462
	Iteration 111Q: 3 clusters Score -5188986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5188967.000000 Penalty: 1031.673462
	Iteration 112Q: 3 clusters Score -5188967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -5188965.500000 Penalty: 1031.673462
	Iteration 113Q: 3 clusters Score -5188966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5188963.500000 Penalty: 1031.673462
	Iteration 114Q: 3 clusters Score -5188964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5188952.500000 Penalty: 1031.673462
	Iteration 115Q: 3 clusters Score -5188952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -5188948.000000 Penalty: 1031.673462
	Iteration 116Q: 3 clusters Score -5188948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5188940.000000 Penalty: 1031.673462
	Iteration 117Q: 3 clusters Score -5188940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -5188941.500000 Penalty: 1031.673462
	Iteration 118Q: 3 clusters Score -5188942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5188934.000000 Penalty: 1031.673462
	Iteration 119Q: 3 clusters Score -5188934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5188923.000000 Penalty: 1031.673462
	Iteration 120F: 3 clusters Score -5188923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5188927.000000 Penalty: 1031.673462
	Iteration 121Q: 3 clusters Score -5188927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5188906.500000 Penalty: 1031.673462
	Iteration 122Q: 3 clusters Score -5188906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5188900.500000 Penalty: 1031.673462
	Iteration 123Q: 3 clusters Score -5188900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -5188895.000000 Penalty: 1031.673462
	Iteration 124Q: 3 clusters Score -5188895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -5188895.000000 Penalty: 1031.673462
	Iteration 125Q: 3 clusters Score -5188895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -5188896.500000 Penalty: 1031.673462
	Iteration 126Q: 3 clusters Score -5188896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5188900.000000 Penalty: 1031.673462
	Iteration 127Q: 3 clusters Score -5188900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -5188894.000000 Penalty: 1031.673462
	Iteration 128Q: 3 clusters Score -5188894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5188892.000000 Penalty: 1031.673462
	Iteration 129Q: 3 clusters Score -5188892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -5188889.000000 Penalty: 1031.673462
	Iteration 130Q: 3 clusters Score -5188889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5188883.000000 Penalty: 1031.673462
	Iteration 131Q: 3 clusters Score -5188883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5188888.000000 Penalty: 1031.673462
	Iteration 132Q: 3 clusters Score -5188888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5188883.000000 Penalty: 1031.673462
	Iteration 133Q: 3 clusters Score -5188883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5188888.500000 Penalty: 1031.673462
	Iteration 134Q: 3 clusters Score -5188888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5188884.000000 Penalty: 1031.673462
	Iteration 135Q: 3 clusters Score -5188884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5188898.000000 Penalty: 1031.673462
	Iteration 136Q: 3 clusters Score -5188898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5188899.000000 Penalty: 1031.673462
	Iteration 137Q: 3 clusters Score -5188899 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5188895.500000 Penalty: 1031.673462
	Iteration 138Q: 3 clusters Score -5188896 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5188895.500000 Penalty: 1031.673462
	Iteration 139F: 3 clusters Score -5188896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 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 89 members 
Entering Unmasked Estep 
Score: -10907.675781 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10907.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10968.752930 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10968.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11032.026367 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -11032.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11050.230469 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -11050.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11059.479492 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11059.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11071.152344 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11071.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11071.152344 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -11071.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -10785.044922 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -10785.04 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 107 members 
Entering Unmasked Estep 
Score: -10494.076172 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -10494.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10569.583008 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -10569.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10597.384766 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -10597.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10609.718750 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -10609.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10615.512695 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -10615.51 nChanged 4
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: -10623.651367 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -10623.65 nChanged 5
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: -10632.126953 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -10632.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10632.825195 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -10632.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10634.783203 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -10634.78 nChanged 2
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: -10641.092773 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -10641.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10644.315430 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -10644.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10647.074219 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -10647.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10662.536133 Penalty: 482.146881
	Iteration 12Q: 3 clusters Score -10662.54 nChanged 3
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: -10666.414062 Penalty: 482.146881
	Iteration 13Q: 3 clusters Score -10666.41 nChanged 1
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: -10668.380859 Penalty: 482.146881
	Iteration 14Q: 3 clusters Score -10668.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10668.642578 Penalty: 482.146881
	Iteration 15Q: 3 clusters Score -10668.64 nChanged 1
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: -10669.076172 Penalty: 482.146881
	Iteration 16Q: 3 clusters Score -10669.08 nChanged 0
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: -10669.076172 Penalty: 482.146881
	Iteration 17F: 3 clusters Score -10669.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -15615.378906 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -15615.38 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 125 members 
Entering Unmasked Estep 
Score: -15284.822266 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -15284.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15384.729492 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -15384.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15420.884766 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -15420.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15440.364258 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -15440.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15515.192383 Penalty: 501.354340
	Iteration 4F: 3 clusters Score -15515.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15542.023438 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -15542.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15563.784180 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -15563.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15584.199219 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -15584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15593.511719 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -15593.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15601.924805 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -15601.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15603.883789 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -15603.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15606.770508 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -15606.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15615.880859 Penalty: 501.354340
	Iteration 12Q: 3 clusters Score -15615.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15631.152344 Penalty: 501.354340
	Iteration 13Q: 3 clusters Score -15631.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15641.165039 Penalty: 501.354340
	Iteration 14Q: 3 clusters Score -15641.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15650.720703 Penalty: 501.354340
	Iteration 15Q: 3 clusters Score -15650.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15652.099609 Penalty: 501.354340
	Iteration 16Q: 3 clusters Score -15652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15653.463867 Penalty: 501.354340
	Iteration 17Q: 3 clusters Score -15653.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15653.463867 Penalty: 501.354340
	Iteration 18F: 3 clusters Score -15653.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 143 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 62 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 292 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 370 members 
Mstep: Class 74 contains 56 members 
Mstep: Class 75 contains 185 members 
Entering Unmasked Estep 
Score: -53295948.000000 Penalty: 46778.664062
Splitting cluster 59 changes total score from -53296176.000000 to -53295948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (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: -24220.013672 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24220.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23824.181641 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -23824.18 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24013.472656 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -24013.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24079.289062 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -24079.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24112.628906 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -24112.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24122.482422 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -24122.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24126.453125 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -24126.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24127.205078 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -24127.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24127.205078 Penalty: 543.384827
	Iteration 7F: 3 clusters Score -24127.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10098.866211 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -10098.87 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 97 members 
Entering Unmasked Estep 
Score: -9855.962891 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9855.963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9960.655273 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9960.655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10024.175781 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -10024.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10050.072266 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10050.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10062.704102 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10067.624023 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -10067.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10075.070312 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -10075.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10077.048828 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -10077.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10079.027344 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -10079.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10079.027344 Penalty: 480.308441
	Iteration 9F: 3 clusters Score -10079.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -6760.961426 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -6760.961 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 66 members 
Entering Unmasked Estep 
Score: -6523.553223 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6523.553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6598.276855 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6598.277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6617.191895 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -6617.192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6634.231934 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6634.232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6670.116699 Penalty: 442.242920
	Iteration 4F: 3 clusters Score -6670.117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6696.851562 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -6696.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6705.806641 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -6705.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6705.806641 Penalty: 442.242920
	Iteration 7F: 3 clusters Score -6705.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -126486.171875 Penalty: 345.176483
	Iteration 0F: 2 clusters Score -126486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -125041.460938 Penalty: 690.352966
	Iteration 0F: 3 clusters Score -125041.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -125477.195312 Penalty: 690.352966
	Iteration 1F: 3 clusters Score -125477.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -125583.921875 Penalty: 690.352966
	Iteration 2F: 3 clusters Score -125583.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -125690.765625 Penalty: 690.352966
	Iteration 3F: 3 clusters Score -125690.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -125801.335938 Penalty: 690.352966
	Iteration 4F: 3 clusters Score -125801.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -125918.539062 Penalty: 690.352966
	Iteration 5F: 3 clusters Score -125918.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -126021.578125 Penalty: 690.352966
	Iteration 6F: 3 clusters Score -126021.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -126090.500000 Penalty: 690.352966
	Iteration 7Q: 3 clusters Score -126090.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -126150.460938 Penalty: 690.352966
	Iteration 8Q: 3 clusters Score -126150.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -126212.664062 Penalty: 690.352966
	Iteration 9Q: 3 clusters Score -126212.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -126265.976562 Penalty: 690.352966
	Iteration 10Q: 3 clusters Score -126266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -126285.257812 Penalty: 690.352966
	Iteration 11Q: 3 clusters Score -126285.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -126292.984375 Penalty: 690.352966
	Iteration 12Q: 3 clusters Score -126293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -126302.734375 Penalty: 690.352966
	Iteration 13Q: 3 clusters Score -126302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -126302.757812 Penalty: 690.352966
	Iteration 14Q: 3 clusters Score -126302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -126303.781250 Penalty: 690.352966
	Iteration 15Q: 3 clusters Score -126303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -126304.375000 Penalty: 690.352966
	Iteration 16Q: 3 clusters Score -126304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -126304.375000 Penalty: 690.352966
	Iteration 17F: 3 clusters Score -126304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -19235.083984 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -19235.08 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 160 members 
Entering Unmasked Estep 
Score: -18904.205078 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -18904.21 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19066.023438 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -19066.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19123.044922 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -19123.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19138.445312 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -19138.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19147.103516 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -19147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19151.826172 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -19151.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19153.013672 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -19153.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19153.751953 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -19153.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19156.050781 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -19156.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19156.050781 Penalty: 522.613281
	Iteration 9F: 3 clusters Score -19156.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (87668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Entering Unmasked Estep 
Score: -5380814.500000 Penalty: 517.849731
	Iteration 0F: 2 clusters Score -5380814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -5321890.000000 Penalty: 1035.699463
	Iteration 0F: 3 clusters Score -5321890 nChanged 42736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5348004.000000 Penalty: 1035.699463
	Iteration 1F: 3 clusters Score -5348004 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -5350087.000000 Penalty: 1035.699463
	Iteration 2F: 3 clusters Score -5350087 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -5354087.000000 Penalty: 1035.699463
	Iteration 3F: 3 clusters Score -5354087 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5360514.000000 Penalty: 1035.699463
	Iteration 4F: 3 clusters Score -5360514 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5367701.000000 Penalty: 1035.699463
	Iteration 5F: 3 clusters Score -5367701 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5373326.000000 Penalty: 1035.699463
	Iteration 6F: 3 clusters Score -5373326 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5376536.500000 Penalty: 1035.699463
	Iteration 7Q: 3 clusters Score -5376536 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5378246.500000 Penalty: 1035.699463
	Iteration 8Q: 3 clusters Score -5378246 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5379129.500000 Penalty: 1035.699463
	Iteration 9Q: 3 clusters Score -5379130 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5379561.500000 Penalty: 1035.699463
	Iteration 10Q: 3 clusters Score -5379562 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5379838.000000 Penalty: 1035.699463
	Iteration 11Q: 3 clusters Score -5379838 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5379995.500000 Penalty: 1035.699463
	Iteration 12Q: 3 clusters Score -5379996 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5380085.500000 Penalty: 1035.699463
	Iteration 13Q: 3 clusters Score -5380086 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5380156.000000 Penalty: 1035.699463
	Iteration 14Q: 3 clusters Score -5380156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5380225.500000 Penalty: 1035.699463
	Iteration 15Q: 3 clusters Score -5380226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5380279.000000 Penalty: 1035.699463
	Iteration 16Q: 3 clusters Score -5380279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5380306.500000 Penalty: 1035.699463
	Iteration 17Q: 3 clusters Score -5380306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5380320.000000 Penalty: 1035.699463
	Iteration 18Q: 3 clusters Score -5380320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5380340.000000 Penalty: 1035.699463
	Iteration 19Q: 3 clusters Score -5380340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5380360.500000 Penalty: 1035.699463
	Iteration 20F: 3 clusters Score -5380360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5380379.000000 Penalty: 1035.699463
	Iteration 21Q: 3 clusters Score -5380379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5380387.000000 Penalty: 1035.699463
	Iteration 22Q: 3 clusters Score -5380387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5380397.000000 Penalty: 1035.699463
	Iteration 23Q: 3 clusters Score -5380397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5380399.000000 Penalty: 1035.699463
	Iteration 24Q: 3 clusters Score -5380399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5380407.000000 Penalty: 1035.699463
	Iteration 25Q: 3 clusters Score -5380407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5380410.000000 Penalty: 1035.699463
	Iteration 26Q: 3 clusters Score -5380410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5380407.500000 Penalty: 1035.699463
	Iteration 27Q: 3 clusters Score -5380408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5380413.500000 Penalty: 1035.699463
	Iteration 28Q: 3 clusters Score -5380414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5380414.500000 Penalty: 1035.699463
	Iteration 29Q: 3 clusters Score -5380414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5380416.000000 Penalty: 1035.699463
	Iteration 30Q: 3 clusters Score -5380416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5380423.500000 Penalty: 1035.699463
	Iteration 31Q: 3 clusters Score -5380424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5380424.000000 Penalty: 1035.699463
	Iteration 32Q: 3 clusters Score -5380424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5380432.500000 Penalty: 1035.699463
	Iteration 33Q: 3 clusters Score -5380432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5380432.000000 Penalty: 1035.699463
	Iteration 34Q: 3 clusters Score -5380432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5380431.500000 Penalty: 1035.699463
	Iteration 35Q: 3 clusters Score -5380432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5380436.500000 Penalty: 1035.699463
	Iteration 36Q: 3 clusters Score -5380436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5380437.000000 Penalty: 1035.699463
	Iteration 37Q: 3 clusters Score -5380437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5380442.000000 Penalty: 1035.699463
	Iteration 38Q: 3 clusters Score -5380442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5380433.000000 Penalty: 1035.699463
	Iteration 39Q: 3 clusters Score -5380433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5380437.000000 Penalty: 1035.699463
	Iteration 40F: 3 clusters Score -5380437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5380438.500000 Penalty: 1035.699463
	Iteration 41Q: 3 clusters Score -5380438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5380440.500000 Penalty: 1035.699463
	Iteration 42Q: 3 clusters Score -5380440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5380441.500000 Penalty: 1035.699463
	Iteration 43Q: 3 clusters Score -5380442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5380440.000000 Penalty: 1035.699463
	Iteration 44Q: 3 clusters Score -5380440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5380441.000000 Penalty: 1035.699463
	Iteration 45Q: 3 clusters Score -5380441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5380440.000000 Penalty: 1035.699463
	Iteration 46Q: 3 clusters Score -5380440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5380440.000000 Penalty: 1035.699463
	Iteration 47F: 3 clusters Score -5380440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11038.347656 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -11038.35 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 84 members 
Entering Unmasked Estep 
Score: -10768.567383 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10768.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10845.601562 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10855.162109 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10855.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10856.985352 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10856.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10862.133789 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10862.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10868.840820 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10868.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10871.795898 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10872.795898 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10876.000000 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -10876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10884.728516 Penalty: 468.421997
	Iteration 9Q: 3 clusters Score -10884.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10899.524414 Penalty: 468.421997
	Iteration 10Q: 3 clusters Score -10899.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10919.106445 Penalty: 468.421997
	Iteration 11Q: 3 clusters Score -10919.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10919.106445 Penalty: 468.421997
	Iteration 12F: 3 clusters Score -10919.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -22229.617188 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -22229.62 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 174 members 
Entering Unmasked Estep 
Score: -21854.474609 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21854.47 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21936.761719 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21936.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21963.865234 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21963.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21980.234375 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -21980.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21998.173828 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -21998.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22005.634766 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -22005.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22009.972656 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -22009.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22010.535156 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -22010.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22010.535156 Penalty: 526.607666
	Iteration 8F: 3 clusters Score -22010.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -13648.919922 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -13648.92 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 144 members 
Entering Unmasked Estep 
Score: -13296.233398 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -13296.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13442.162109 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -13442.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13518.570312 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -13518.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13589.713867 Penalty: 516.584595
	Iteration 3F: 3 clusters Score -13589.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13639.405273 Penalty: 516.584595
	Iteration 4F: 3 clusters Score -13639.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13682.291016 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -13682.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13794.952148 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -13794.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13830.027344 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -13830.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13858.385742 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -13858.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13885.090820 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -13885.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13900.228516 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -13900.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13978.287109 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -13978.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13986.852539 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -13986.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13988.960938 Penalty: 516.584595
	Iteration 13Q: 3 clusters Score -13988.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13988.960938 Penalty: 516.584595
	Iteration 14F: 3 clusters Score -13988.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 143 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 201 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 370 members 
Mstep: Class 74 contains 56 members 
Mstep: Class 75 contains 91 members 
Entering Unmasked Estep 
Score: -53296252.000000 Penalty: 46778.664062
Splitting cluster 68 changes total score from -53296176.000000 to -53296252.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 69 (52213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Entering Unmasked Estep 
Score: -3293529.500000 Penalty: 494.270447
	Iteration 0F: 2 clusters Score -3293530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3258401.250000 Penalty: 988.540894
	Iteration 0F: 3 clusters Score -3258401 nChanged 25324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3274688.500000 Penalty: 988.540894
	Iteration 1F: 3 clusters Score -3274688 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3276397.250000 Penalty: 988.540894
	Iteration 2F: 3 clusters Score -3276397 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3279046.500000 Penalty: 988.540894
	Iteration 3F: 3 clusters Score -3279046 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3282910.750000 Penalty: 988.540894
	Iteration 4F: 3 clusters Score -3282911 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3286571.500000 Penalty: 988.540894
	Iteration 5F: 3 clusters Score -3286572 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3288518.250000 Penalty: 988.540894
	Iteration 6F: 3 clusters Score -3288518 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3289230.250000 Penalty: 988.540894
	Iteration 7Q: 3 clusters Score -3289230 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3289663.500000 Penalty: 988.540894
	Iteration 8Q: 3 clusters Score -3289664 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3289997.000000 Penalty: 988.540894
	Iteration 9Q: 3 clusters Score -3289997 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3290246.500000 Penalty: 988.540894
	Iteration 10Q: 3 clusters Score -3290246 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3290419.500000 Penalty: 988.540894
	Iteration 11Q: 3 clusters Score -3290420 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3290555.250000 Penalty: 988.540894
	Iteration 12Q: 3 clusters Score -3290555 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3290635.500000 Penalty: 988.540894
	Iteration 13Q: 3 clusters Score -3290636 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3290731.750000 Penalty: 988.540894
	Iteration 14Q: 3 clusters Score -3290732 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3290781.000000 Penalty: 988.540894
	Iteration 15Q: 3 clusters Score -3290781 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3290820.500000 Penalty: 988.540894
	Iteration 16Q: 3 clusters Score -3290820 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3290831.250000 Penalty: 988.540894
	Iteration 17Q: 3 clusters Score -3290831 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3290839.250000 Penalty: 988.540894
	Iteration 18Q: 3 clusters Score -3290839 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3290849.250000 Penalty: 988.540894
	Iteration 19Q: 3 clusters Score -3290849 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3290865.250000 Penalty: 988.540894
	Iteration 20F: 3 clusters Score -3290865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3290866.500000 Penalty: 988.540894
	Iteration 21Q: 3 clusters Score -3290866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3290884.250000 Penalty: 988.540894
	Iteration 22Q: 3 clusters Score -3290884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3290897.000000 Penalty: 988.540894
	Iteration 23Q: 3 clusters Score -3290897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3290892.500000 Penalty: 988.540894
	Iteration 24Q: 3 clusters Score -3290892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3290898.250000 Penalty: 988.540894
	Iteration 25Q: 3 clusters Score -3290898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3290900.250000 Penalty: 988.540894
	Iteration 26Q: 3 clusters Score -3290900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3290913.000000 Penalty: 988.540894
	Iteration 27Q: 3 clusters Score -3290913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3290913.500000 Penalty: 988.540894
	Iteration 28Q: 3 clusters Score -3290914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3290915.750000 Penalty: 988.540894
	Iteration 29Q: 3 clusters Score -3290916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3290921.000000 Penalty: 988.540894
	Iteration 30Q: 3 clusters Score -3290921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3290923.000000 Penalty: 988.540894
	Iteration 31Q: 3 clusters Score -3290923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3290923.000000 Penalty: 988.540894
	Iteration 32Q: 3 clusters Score -3290923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3290927.500000 Penalty: 988.540894
	Iteration 33Q: 3 clusters Score -3290928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3290926.500000 Penalty: 988.540894
	Iteration 34Q: 3 clusters Score -3290926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3290931.250000 Penalty: 988.540894
	Iteration 35Q: 3 clusters Score -3290931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3290937.250000 Penalty: 988.540894
	Iteration 36Q: 3 clusters Score -3290937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3290932.000000 Penalty: 988.540894
	Iteration 37Q: 3 clusters Score -3290932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3290943.750000 Penalty: 988.540894
	Iteration 38Q: 3 clusters Score -3290944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3290969.250000 Penalty: 988.540894
	Iteration 39Q: 3 clusters Score -3290969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3290981.250000 Penalty: 988.540894
	Iteration 40F: 3 clusters Score -3290981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3290992.750000 Penalty: 988.540894
	Iteration 41Q: 3 clusters Score -3290993 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3291005.250000 Penalty: 988.540894
	Iteration 42Q: 3 clusters Score -3291005 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3291012.000000 Penalty: 988.540894
	Iteration 43Q: 3 clusters Score -3291012 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3291029.250000 Penalty: 988.540894
	Iteration 44Q: 3 clusters Score -3291029 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3291051.250000 Penalty: 988.540894
	Iteration 45Q: 3 clusters Score -3291051 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3291073.250000 Penalty: 988.540894
	Iteration 46Q: 3 clusters Score -3291073 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3291086.250000 Penalty: 988.540894
	Iteration 47Q: 3 clusters Score -3291086 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3291104.750000 Penalty: 988.540894
	Iteration 48Q: 3 clusters Score -3291105 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3291138.500000 Penalty: 988.540894
	Iteration 49Q: 3 clusters Score -3291138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3291176.750000 Penalty: 988.540894
	Iteration 50Q: 3 clusters Score -3291177 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3291205.250000 Penalty: 988.540894
	Iteration 51Q: 3 clusters Score -3291205 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3291221.500000 Penalty: 988.540894
	Iteration 52Q: 3 clusters Score -3291222 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3291267.500000 Penalty: 988.540894
	Iteration 53Q: 3 clusters Score -3291268 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3291290.250000 Penalty: 988.540894
	Iteration 54Q: 3 clusters Score -3291290 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3291300.500000 Penalty: 988.540894
	Iteration 55Q: 3 clusters Score -3291300 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3291322.500000 Penalty: 988.540894
	Iteration 56Q: 3 clusters Score -3291322 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3291342.750000 Penalty: 988.540894
	Iteration 57Q: 3 clusters Score -3291343 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3291356.500000 Penalty: 988.540894
	Iteration 58Q: 3 clusters Score -3291356 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3291394.250000 Penalty: 988.540894
	Iteration 59Q: 3 clusters Score -3291394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3291408.500000 Penalty: 988.540894
	Iteration 60F: 3 clusters Score -3291408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3291428.750000 Penalty: 988.540894
	Iteration 61Q: 3 clusters Score -3291429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3291454.750000 Penalty: 988.540894
	Iteration 62Q: 3 clusters Score -3291455 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3291480.500000 Penalty: 988.540894
	Iteration 63Q: 3 clusters Score -3291480 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3291496.500000 Penalty: 988.540894
	Iteration 64Q: 3 clusters Score -3291496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3291522.250000 Penalty: 988.540894
	Iteration 65Q: 3 clusters Score -3291522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3291561.500000 Penalty: 988.540894
	Iteration 66Q: 3 clusters Score -3291562 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3291597.000000 Penalty: 988.540894
	Iteration 67Q: 3 clusters Score -3291597 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3291620.000000 Penalty: 988.540894
	Iteration 68Q: 3 clusters Score -3291620 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3291654.250000 Penalty: 988.540894
	Iteration 69Q: 3 clusters Score -3291654 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3291688.500000 Penalty: 988.540894
	Iteration 70Q: 3 clusters Score -3291688 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3291736.750000 Penalty: 988.540894
	Iteration 71Q: 3 clusters Score -3291737 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3291778.750000 Penalty: 988.540894
	Iteration 72Q: 3 clusters Score -3291779 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3291810.750000 Penalty: 988.540894
	Iteration 73Q: 3 clusters Score -3291811 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3291843.750000 Penalty: 988.540894
	Iteration 74Q: 3 clusters Score -3291844 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3291852.500000 Penalty: 988.540894
	Iteration 75Q: 3 clusters Score -3291852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3291887.000000 Penalty: 988.540894
	Iteration 76Q: 3 clusters Score -3291887 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3291913.000000 Penalty: 988.540894
	Iteration 77Q: 3 clusters Score -3291913 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3291952.500000 Penalty: 988.540894
	Iteration 78Q: 3 clusters Score -3291952 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3291994.250000 Penalty: 988.540894
	Iteration 79Q: 3 clusters Score -3291994 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3292021.250000 Penalty: 988.540894
	Iteration 80F: 3 clusters Score -3292021 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3292067.750000 Penalty: 988.540894
	Iteration 81Q: 3 clusters Score -3292068 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3292115.250000 Penalty: 988.540894
	Iteration 82Q: 3 clusters Score -3292115 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3292169.250000 Penalty: 988.540894
	Iteration 83Q: 3 clusters Score -3292169 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3292241.750000 Penalty: 988.540894
	Iteration 84Q: 3 clusters Score -3292242 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3292311.500000 Penalty: 988.540894
	Iteration 85Q: 3 clusters Score -3292312 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3292400.500000 Penalty: 988.540894
	Iteration 86Q: 3 clusters Score -3292400 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3292455.500000 Penalty: 988.540894
	Iteration 87Q: 3 clusters Score -3292456 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3292533.750000 Penalty: 988.540894
	Iteration 88Q: 3 clusters Score -3292534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3292587.000000 Penalty: 988.540894
	Iteration 89Q: 3 clusters Score -3292587 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3292651.250000 Penalty: 988.540894
	Iteration 90Q: 3 clusters Score -3292651 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3292716.000000 Penalty: 988.540894
	Iteration 91Q: 3 clusters Score -3292716 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3292785.750000 Penalty: 988.540894
	Iteration 92Q: 3 clusters Score -3292786 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3292851.000000 Penalty: 988.540894
	Iteration 93Q: 3 clusters Score -3292851 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3292891.750000 Penalty: 988.540894
	Iteration 94Q: 3 clusters Score -3292892 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3292950.250000 Penalty: 988.540894
	Iteration 95Q: 3 clusters Score -3292950 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3292992.250000 Penalty: 988.540894
	Iteration 96Q: 3 clusters Score -3292992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3293015.000000 Penalty: 988.540894
	Iteration 97Q: 3 clusters Score -3293015 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3293030.500000 Penalty: 988.540894
	Iteration 98Q: 3 clusters Score -3293030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3293054.750000 Penalty: 988.540894
	Iteration 99Q: 3 clusters Score -3293055 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3293071.500000 Penalty: 988.540894
	Iteration 100F: 3 clusters Score -3293072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3293086.250000 Penalty: 988.540894
	Iteration 101Q: 3 clusters Score -3293086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3293099.750000 Penalty: 988.540894
	Iteration 102Q: 3 clusters Score -3293100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3293115.750000 Penalty: 988.540894
	Iteration 103Q: 3 clusters Score -3293116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3293125.750000 Penalty: 988.540894
	Iteration 104Q: 3 clusters Score -3293126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3293138.250000 Penalty: 988.540894
	Iteration 105Q: 3 clusters Score -3293138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3293149.250000 Penalty: 988.540894
	Iteration 106Q: 3 clusters Score -3293149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3293158.750000 Penalty: 988.540894
	Iteration 107Q: 3 clusters Score -3293159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3293163.000000 Penalty: 988.540894
	Iteration 108Q: 3 clusters Score -3293163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3293170.250000 Penalty: 988.540894
	Iteration 109Q: 3 clusters Score -3293170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3293180.750000 Penalty: 988.540894
	Iteration 110Q: 3 clusters Score -3293181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3293192.500000 Penalty: 988.540894
	Iteration 111Q: 3 clusters Score -3293192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3293205.250000 Penalty: 988.540894
	Iteration 112Q: 3 clusters Score -3293205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3293222.500000 Penalty: 988.540894
	Iteration 113Q: 3 clusters Score -3293222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3293228.000000 Penalty: 988.540894
	Iteration 114Q: 3 clusters Score -3293228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3293236.750000 Penalty: 988.540894
	Iteration 115Q: 3 clusters Score -3293237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3293244.000000 Penalty: 988.540894
	Iteration 116Q: 3 clusters Score -3293244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3293244.250000 Penalty: 988.540894
	Iteration 117Q: 3 clusters Score -3293244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3293252.500000 Penalty: 988.540894
	Iteration 118Q: 3 clusters Score -3293252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3293254.750000 Penalty: 988.540894
	Iteration 119Q: 3 clusters Score -3293255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3293263.500000 Penalty: 988.540894
	Iteration 120F: 3 clusters Score -3293264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3293268.250000 Penalty: 988.540894
	Iteration 121Q: 3 clusters Score -3293268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3293268.750000 Penalty: 988.540894
	Iteration 122Q: 3 clusters Score -3293269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3293274.000000 Penalty: 988.540894
	Iteration 123Q: 3 clusters Score -3293274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3293271.750000 Penalty: 988.540894
	Iteration 124Q: 3 clusters Score -3293272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3293270.250000 Penalty: 988.540894
	Iteration 125Q: 3 clusters Score -3293270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3293271.750000 Penalty: 988.540894
	Iteration 126Q: 3 clusters Score -3293272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3293273.750000 Penalty: 988.540894
	Iteration 127Q: 3 clusters Score -3293274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3293278.750000 Penalty: 988.540894
	Iteration 128Q: 3 clusters Score -3293279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3293281.750000 Penalty: 988.540894
	Iteration 129Q: 3 clusters Score -3293282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3293275.750000 Penalty: 988.540894
	Iteration 130Q: 3 clusters Score -3293276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3293277.000000 Penalty: 988.540894
	Iteration 131Q: 3 clusters Score -3293277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3293281.250000 Penalty: 988.540894
	Iteration 132Q: 3 clusters Score -3293281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3293280.500000 Penalty: 988.540894
	Iteration 133Q: 3 clusters Score -3293280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3293284.250000 Penalty: 988.540894
	Iteration 134Q: 3 clusters Score -3293284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3293281.750000 Penalty: 988.540894
	Iteration 135Q: 3 clusters Score -3293282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3293285.750000 Penalty: 988.540894
	Iteration 136Q: 3 clusters Score -3293286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3293286.750000 Penalty: 988.540894
	Iteration 137Q: 3 clusters Score -3293287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3293285.000000 Penalty: 988.540894
	Iteration 138Q: 3 clusters Score -3293285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3293283.750000 Penalty: 988.540894
	Iteration 139Q: 3 clusters Score -3293284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3293281.000000 Penalty: 988.540894
	Iteration 140F: 3 clusters Score -3293281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3293282.500000 Penalty: 988.540894
	Iteration 141Q: 3 clusters Score -3293282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3293283.250000 Penalty: 988.540894
	Iteration 142Q: 3 clusters Score -3293283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3293285.000000 Penalty: 988.540894
	Iteration 143Q: 3 clusters Score -3293285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3293285.500000 Penalty: 988.540894
	Iteration 144Q: 3 clusters Score -3293286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3293285.500000 Penalty: 988.540894
	Iteration 145Q: 3 clusters Score -3293286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3293286.500000 Penalty: 988.540894
	Iteration 146Q: 3 clusters Score -3293286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3293289.750000 Penalty: 988.540894
	Iteration 147Q: 3 clusters Score -3293290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3293289.000000 Penalty: 988.540894
	Iteration 148Q: 3 clusters Score -3293289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3293289.000000 Penalty: 988.540894
	Iteration 149Q: 3 clusters Score -3293289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3293289.000000 Penalty: 988.540894
	Iteration 150F: 3 clusters Score -3293289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21053.619141 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21053.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20685.173828 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20685.17 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20764.466797 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20764.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20808.050781 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20808.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20836.140625 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -20836.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20852.357422 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20852.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20859.904297 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -20859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20867.679688 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -20867.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20869.433594 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -20869.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20870.283203 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -20870.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20871.064453 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -20871.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20873.273438 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -20873.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20879.955078 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -20879.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20893.611328 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -20893.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20899.531250 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -20899.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20901.261719 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -20901.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20902.511719 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -20902.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20902.957031 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -20902.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20902.957031 Penalty: 522.321167
	Iteration 17F: 3 clusters Score -20902.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -7170.022461 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -7170.022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6962.145508 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -6962.146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7037.791504 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -7037.792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7057.219238 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -7057.219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7068.885254 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -7068.885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7072.800781 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -7072.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7083.910645 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -7083.911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7093.881348 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -7093.881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7093.881348 Penalty: 439.376556
	Iteration 7F: 3 clusters Score -7093.881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6977.458496 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6977.458 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 58 members 
Entering Unmasked Estep 
Score: -6745.391113 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -6745.391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6798.643555 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -6798.644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6817.721680 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -6817.722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6823.620117 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -6823.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6831.416016 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -6831.416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6839.572266 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -6839.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6842.374023 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -6842.374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6844.282227 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -6844.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6845.057617 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -6845.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6845.057617 Penalty: 447.718262
	Iteration 9F: 3 clusters Score -6845.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 4489 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89477 members 
Mstep: Class 9 contains 84964 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76550 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 51071 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 93685 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24219 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 395 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 373 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40879 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 143 members 
Mstep: Class 42 contains 490 members 
Mstep: Class 43 contains 94 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 220 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 83874 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 196 members 
Mstep: Class 62 contains 129 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87668 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 201 members 
Mstep: Class 69 contains 52213 members 
Mstep: Class 70 contains 311 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296400.000000 Penalty: 46778.664062
Iteration 359Q: 76 clusters Score -5.32964e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89515 members 
Mstep: Class 9 contains 85002 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76381 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 79793 members 
Mstep: Class 16 contains 50476 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 93775 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24366 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 392 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 374 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 380 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40894 members 
Mstep: Class 35 contains 88385 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 294 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 143 members 
Mstep: Class 42 contains 488 members 
Mstep: Class 43 contains 93 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 83749 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 195 members 
Mstep: Class 62 contains 128 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87703 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 229 members 
Mstep: Class 69 contains 52738 members 
Mstep: Class 70 contains 309 members 
Mstep: Class 71 contains 125 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 370 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296736.000000 Penalty: 46778.664062
Iteration 360F: 76 clusters Score -5.329674e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 381 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89526 members 
Mstep: Class 9 contains 85043 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 76190 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 79879 members 
Mstep: Class 16 contains 49866 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 93877 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24494 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40927 members 
Mstep: Class 35 contains 88368 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 293 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 141 members 
Mstep: Class 42 contains 489 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1705 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 209 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1028 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 83619 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 194 members 
Mstep: Class 62 contains 128 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87746 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 242 members 
Mstep: Class 69 contains 53290 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 126 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 371 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296832.000000 Penalty: 46778.664062
Iteration 361Q: 76 clusters Score -5.329683e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89528 members 
Mstep: Class 9 contains 85133 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 76016 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 79925 members 
Mstep: Class 16 contains 49224 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5226 members 
Mstep: Class 20 contains 94013 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24615 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40957 members 
Mstep: Class 35 contains 88277 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 138 members 
Mstep: Class 42 contains 488 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 209 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1030 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 83511 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 247 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 127 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87799 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 250 members 
Mstep: Class 69 contains 53858 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 127 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 373 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 86 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296968.000000 Penalty: 46778.664062
Iteration 362Q: 76 clusters Score -5.329697e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89515 members 
Mstep: Class 9 contains 85213 members 
Mstep: Class 10 contains 7313 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 75801 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 79978 members 
Mstep: Class 16 contains 48609 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 94135 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24726 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 40998 members 
Mstep: Class 35 contains 88177 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 137 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1716 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 209 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 83451 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 126 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 87877 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 256 members 
Mstep: Class 69 contains 54408 members 
Mstep: Class 70 contains 307 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 83 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297164.000000 Penalty: 46778.664062
Iteration 363Q: 76 clusters Score -5.329716e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89502 members 
Mstep: Class 9 contains 85304 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 173 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 75599 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 80043 members 
Mstep: Class 16 contains 47981 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 94215 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24840 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41024 members 
Mstep: Class 35 contains 88117 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 134 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1718 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 209 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 213 members 
Mstep: Class 56 contains 83396 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 125 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 312 members 
Mstep: Class 65 contains 88008 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 265 members 
Mstep: Class 69 contains 54911 members 
Mstep: Class 70 contains 305 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 80 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297252.000000 Penalty: 46778.664062
Iteration 364Q: 76 clusters Score -5.329725e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89513 members 
Mstep: Class 9 contains 85355 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 11 contains 166 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 75387 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 80097 members 
Mstep: Class 16 contains 47367 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 94314 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 24976 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 390 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 579 members 
Mstep: Class 34 contains 41022 members 
Mstep: Class 35 contains 88069 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 413 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 136 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1712 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 209 members 
Mstep: Class 51 contains 75 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 211 members 
Mstep: Class 56 contains 83353 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 88170 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 277 members 
Mstep: Class 69 contains 55358 members 
Mstep: Class 70 contains 302 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 79 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297392.000000 Penalty: 46778.664062
Iteration 365Q: 76 clusters Score -5.329739e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89490 members 
Mstep: Class 9 contains 85383 members 
Mstep: Class 10 contains 7286 members 
Mstep: Class 11 contains 161 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 75190 members 
Mstep: Class 14 contains 4933 members 
Mstep: Class 15 contains 80146 members 
Mstep: Class 16 contains 46746 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5247 members 
Mstep: Class 20 contains 94471 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25092 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41036 members 
Mstep: Class 35 contains 88021 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 411 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 138 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1698 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 210 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 211 members 
Mstep: Class 56 contains 83318 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 88335 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 286 members 
Mstep: Class 69 contains 55814 members 
Mstep: Class 70 contains 300 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 77 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297632.000000 Penalty: 46778.664062
Iteration 366Q: 76 clusters Score -5.329763e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 4469 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89421 members 
Mstep: Class 9 contains 85389 members 
Mstep: Class 10 contains 7288 members 
Mstep: Class 11 contains 157 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 74988 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 80184 members 
Mstep: Class 16 contains 46170 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 94595 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25228 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41021 members 
Mstep: Class 35 contains 88015 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 410 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 139 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1686 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 210 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 210 members 
Mstep: Class 56 contains 83247 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1971 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 88527 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 294 members 
Mstep: Class 69 contains 56319 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 74 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297880.000000 Penalty: 46778.664062
Iteration 367Q: 76 clusters Score -5.329788e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89395 members 
Mstep: Class 9 contains 85396 members 
Mstep: Class 10 contains 7283 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 74803 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 80172 members 
Mstep: Class 16 contains 45597 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 94716 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25383 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 379 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41031 members 
Mstep: Class 35 contains 87978 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 142 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1668 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 210 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83146 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 88746 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 305 members 
Mstep: Class 69 contains 56798 members 
Mstep: Class 70 contains 296 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298196.000000 Penalty: 46778.664062
Iteration 368Q: 76 clusters Score -5.32982e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 4454 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89309 members 
Mstep: Class 9 contains 85397 members 
Mstep: Class 10 contains 7281 members 
Mstep: Class 11 contains 144 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 74641 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 80224 members 
Mstep: Class 16 contains 44964 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 94845 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25535 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41063 members 
Mstep: Class 35 contains 87936 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 144 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1654 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 210 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83074 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 88938 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 312 members 
Mstep: Class 69 contains 57288 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298432.000000 Penalty: 46778.664062
Iteration 369Q: 76 clusters Score -5.329843e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 4448 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89194 members 
Mstep: Class 9 contains 85414 members 
Mstep: Class 10 contains 7269 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 74456 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 80307 members 
Mstep: Class 16 contains 44322 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5239 members 
Mstep: Class 20 contains 94965 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25673 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 389 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41091 members 
Mstep: Class 35 contains 87897 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 146 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1623 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83047 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89116 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 312 members 
Mstep: Class 69 contains 57806 members 
Mstep: Class 70 contains 293 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298728.000000 Penalty: 46778.664062
Iteration 370Q: 76 clusters Score -5.329873e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89089 members 
Mstep: Class 9 contains 85438 members 
Mstep: Class 10 contains 7274 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 74226 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 80353 members 
Mstep: Class 16 contains 43663 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 95165 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25814 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41129 members 
Mstep: Class 35 contains 87824 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 150 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1590 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83019 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89297 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 312 members 
Mstep: Class 69 contains 58313 members 
Mstep: Class 70 contains 291 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299000.000000 Penalty: 46778.664062
Iteration 371Q: 76 clusters Score -5.3299e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89012 members 
Mstep: Class 9 contains 85484 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 73984 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 80400 members 
Mstep: Class 16 contains 42971 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 95354 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 25983 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41139 members 
Mstep: Class 35 contains 87733 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 153 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 374 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1562 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83023 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89507 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 58781 members 
Mstep: Class 70 contains 290 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299348.000000 Penalty: 46778.664062
Iteration 372Q: 76 clusters Score -5.329935e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88960 members 
Mstep: Class 9 contains 85529 members 
Mstep: Class 10 contains 7253 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 73725 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 80404 members 
Mstep: Class 16 contains 42319 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5288 members 
Mstep: Class 20 contains 95527 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 26178 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41180 members 
Mstep: Class 35 contains 87628 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 155 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1542 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83012 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89731 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 59209 members 
Mstep: Class 70 contains 289 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299584.000000 Penalty: 46778.664062
Iteration 373Q: 76 clusters Score -5.329958e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88908 members 
Mstep: Class 9 contains 85541 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 73525 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 80436 members 
Mstep: Class 16 contains 41645 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5305 members 
Mstep: Class 20 contains 95697 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 26388 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41180 members 
Mstep: Class 35 contains 87552 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 157 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1517 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82985 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 89952 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 59641 members 
Mstep: Class 70 contains 287 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299648.000000 Penalty: 46778.664062
Iteration 374Q: 76 clusters Score -5.329965e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88878 members 
Mstep: Class 9 contains 85543 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 73342 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 80532 members 
Mstep: Class 16 contains 41051 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5313 members 
Mstep: Class 20 contains 95746 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 26564 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41165 members 
Mstep: Class 35 contains 87472 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 159 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1501 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82996 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 90126 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 60062 members 
Mstep: Class 70 contains 285 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299908.000000 Penalty: 46778.664062
Iteration 375Q: 76 clusters Score -5.329991e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88820 members 
Mstep: Class 9 contains 85559 members 
Mstep: Class 10 contains 7201 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 73112 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 80674 members 
Mstep: Class 16 contains 40545 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5326 members 
Mstep: Class 20 contains 95708 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 26729 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41135 members 
Mstep: Class 35 contains 87389 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 160 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1483 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83069 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 90312 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 60472 members 
Mstep: Class 70 contains 284 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299920.000000 Penalty: 46778.664062
Iteration 376Q: 76 clusters Score -5.329992e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88780 members 
Mstep: Class 9 contains 85623 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 72891 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 80778 members 
Mstep: Class 16 contains 40094 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 95598 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 26901 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41106 members 
Mstep: Class 35 contains 87305 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 163 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1463 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83101 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 90494 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 60899 members 
Mstep: Class 70 contains 283 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300060.000000 Penalty: 46778.664062
Iteration 377Q: 76 clusters Score -5.330006e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88701 members 
Mstep: Class 9 contains 85721 members 
Mstep: Class 10 contains 7146 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 72718 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 80895 members 
Mstep: Class 16 contains 39700 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5358 members 
Mstep: Class 20 contains 95442 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 27069 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41067 members 
Mstep: Class 35 contains 87237 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 167 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1449 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83092 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 90651 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 61330 members 
Mstep: Class 70 contains 281 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300352.000000 Penalty: 46778.664062
Iteration 378Q: 76 clusters Score -5.330035e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88665 members 
Mstep: Class 9 contains 85769 members 
Mstep: Class 10 contains 7104 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 72538 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 80986 members 
Mstep: Class 16 contains 39301 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 95348 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 27241 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 41003 members 
Mstep: Class 35 contains 87214 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 170 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1430 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83079 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 90809 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 61735 members 
Mstep: Class 70 contains 280 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300604.000000 Penalty: 46778.664062
Iteration 379Q: 76 clusters Score -5.33006e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88580 members 
Mstep: Class 9 contains 85824 members 
Mstep: Class 10 contains 7075 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 72353 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 81087 members 
Mstep: Class 16 contains 38958 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 95206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 27395 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40942 members 
Mstep: Class 35 contains 87190 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 172 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1411 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83087 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 90982 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 62153 members 
Mstep: Class 70 contains 280 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 375 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300584.000000 Penalty: 46778.664062
Iteration 380F: 76 clusters Score -5.330058e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88487 members 
Mstep: Class 9 contains 85888 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 72211 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 81111 members 
Mstep: Class 16 contains 38626 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 95078 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 27562 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40869 members 
Mstep: Class 35 contains 87198 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 177 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1403 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83040 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91121 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 62574 members 
Mstep: Class 70 contains 278 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300724.000000 Penalty: 46778.664062
Iteration 381Q: 76 clusters Score -5.330072e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88398 members 
Mstep: Class 9 contains 85923 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 72064 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 81136 members 
Mstep: Class 16 contains 38305 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5417 members 
Mstep: Class 20 contains 94961 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 27745 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40833 members 
Mstep: Class 35 contains 87165 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 180 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1397 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82998 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91261 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 62972 members 
Mstep: Class 70 contains 276 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301032.000000 Penalty: 46778.664062
Iteration 382Q: 76 clusters Score -5.330103e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88310 members 
Mstep: Class 9 contains 85934 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71923 members 
Mstep: Class 14 contains 4698 members 
Mstep: Class 15 contains 81203 members 
Mstep: Class 16 contains 38023 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 94807 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 27943 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40793 members 
Mstep: Class 35 contains 87108 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1392 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82939 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91410 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 63359 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301180.000000 Penalty: 46778.664062
Iteration 383Q: 76 clusters Score -5.330118e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88230 members 
Mstep: Class 9 contains 85944 members 
Mstep: Class 10 contains 7049 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71799 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 81330 members 
Mstep: Class 16 contains 37736 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5452 members 
Mstep: Class 20 contains 94698 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 28156 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40726 members 
Mstep: Class 35 contains 86986 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1386 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82870 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91524 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 63743 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301280.000000 Penalty: 46778.664062
Iteration 384Q: 76 clusters Score -5.330128e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88152 members 
Mstep: Class 9 contains 85986 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71667 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 81489 members 
Mstep: Class 16 contains 37482 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 94493 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 28362 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40651 members 
Mstep: Class 35 contains 86863 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1378 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82863 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91612 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 64110 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301400.000000 Penalty: 46778.664062
Iteration 385Q: 76 clusters Score -5.33014e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88112 members 
Mstep: Class 9 contains 86065 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71547 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 81543 members 
Mstep: Class 16 contains 37255 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 94311 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 28566 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40569 members 
Mstep: Class 35 contains 86759 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1378 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82828 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91674 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 64484 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301604.000000 Penalty: 46778.664062
Iteration 386Q: 76 clusters Score -5.33016e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88066 members 
Mstep: Class 9 contains 86131 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71415 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 81563 members 
Mstep: Class 16 contains 37031 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 94161 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 28795 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40480 members 
Mstep: Class 35 contains 86679 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 463 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1377 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82763 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91724 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 64887 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301688.000000 Penalty: 46778.664062
Iteration 387Q: 76 clusters Score -5.330169e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88009 members 
Mstep: Class 9 contains 86188 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71295 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 81541 members 
Mstep: Class 16 contains 36825 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 93988 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 29030 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40403 members 
Mstep: Class 35 contains 86606 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1377 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82734 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91758 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 65294 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301520.000000 Penalty: 46778.664062
Iteration 388Q: 76 clusters Score -5.330152e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87957 members 
Mstep: Class 9 contains 86280 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71184 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 81523 members 
Mstep: Class 16 contains 36626 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5494 members 
Mstep: Class 20 contains 93811 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 29268 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40322 members 
Mstep: Class 35 contains 86522 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1378 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82686 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91810 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 65662 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301724.000000 Penalty: 46778.664062
Iteration 389Q: 76 clusters Score -5.330172e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87912 members 
Mstep: Class 9 contains 86407 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 71077 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 81488 members 
Mstep: Class 16 contains 36412 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5504 members 
Mstep: Class 20 contains 93652 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 29490 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40259 members 
Mstep: Class 35 contains 86429 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1375 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82626 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91880 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 66023 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301708.000000 Penalty: 46778.664062
Iteration 390Q: 76 clusters Score -5.330171e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4308 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87874 members 
Mstep: Class 9 contains 86461 members 
Mstep: Class 10 contains 7074 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70951 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 81520 members 
Mstep: Class 16 contains 36210 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5516 members 
Mstep: Class 20 contains 93521 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 29667 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40209 members 
Mstep: Class 35 contains 86341 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1375 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82580 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 91958 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 66358 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301740.000000 Penalty: 46778.664062
Iteration 391Q: 76 clusters Score -5.330174e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4297 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87841 members 
Mstep: Class 9 contains 86505 members 
Mstep: Class 10 contains 7076 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70823 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 81528 members 
Mstep: Class 16 contains 36031 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5526 members 
Mstep: Class 20 contains 93365 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 29872 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40149 members 
Mstep: Class 35 contains 86250 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1374 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82558 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92038 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 66697 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301924.000000 Penalty: 46778.664062
Iteration 392Q: 76 clusters Score -5.330192e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87790 members 
Mstep: Class 9 contains 86552 members 
Mstep: Class 10 contains 7086 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70742 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 81553 members 
Mstep: Class 16 contains 35859 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5535 members 
Mstep: Class 20 contains 93227 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 30049 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40101 members 
Mstep: Class 35 contains 86173 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1371 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82495 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92104 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 67004 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301936.000000 Penalty: 46778.664062
Iteration 393Q: 76 clusters Score -5.330194e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87714 members 
Mstep: Class 9 contains 86575 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70645 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 81599 members 
Mstep: Class 16 contains 35696 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5542 members 
Mstep: Class 20 contains 93088 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 30251 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40049 members 
Mstep: Class 35 contains 86097 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1368 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82466 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92142 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 67315 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302176.000000 Penalty: 46778.664062
Iteration 394Q: 76 clusters Score -5.330218e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87606 members 
Mstep: Class 9 contains 86614 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70557 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 81614 members 
Mstep: Class 16 contains 35517 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5542 members 
Mstep: Class 20 contains 92954 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 30440 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 40001 members 
Mstep: Class 35 contains 86021 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1366 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82443 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92187 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 67661 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302224.000000 Penalty: 46778.664062
Iteration 395Q: 76 clusters Score -5.330222e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87528 members 
Mstep: Class 9 contains 86661 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70460 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 81626 members 
Mstep: Class 16 contains 35342 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 92785 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 30623 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39939 members 
Mstep: Class 35 contains 85958 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1364 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82466 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92224 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 67980 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302128.000000 Penalty: 46778.664062
Iteration 396Q: 76 clusters Score -5.330213e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4252 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87434 members 
Mstep: Class 9 contains 86712 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70360 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 81657 members 
Mstep: Class 16 contains 35181 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5540 members 
Mstep: Class 20 contains 92576 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 30773 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39905 members 
Mstep: Class 35 contains 85895 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1365 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82472 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92275 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 68313 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302112.000000 Penalty: 46778.664062
Iteration 397Q: 76 clusters Score -5.330211e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87359 members 
Mstep: Class 9 contains 86726 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70270 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 81683 members 
Mstep: Class 16 contains 35011 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5548 members 
Mstep: Class 20 contains 92394 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 30911 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39890 members 
Mstep: Class 35 contains 85814 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1366 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82465 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92323 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 68672 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301980.000000 Penalty: 46778.664062
Iteration 398Q: 76 clusters Score -5.330198e+07 nChanged 1974
Entering ConstructFrom: 
Score: -53301980.000000 Penalty: 46778.664062
Entering ConstructFrom: 
Trying to split cluster 1 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9200.275391 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9200.275 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 75 members 
Entering Unmasked Estep 
Score: -8949.295898 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -8949.296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8988.916992 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -8988.917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9016.069336 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -9016.069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9020.876953 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9020.877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9030.199219 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -9030.199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9040.870117 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -9040.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9054.291992 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -9054.292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9069.362305 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -9069.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9078.213867 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -9078.214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9088.429688 Penalty: 458.951691
	Iteration 9Q: 3 clusters Score -9088.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9134.961914 Penalty: 458.951691
	Iteration 10Q: 3 clusters Score -9134.962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9157.482422 Penalty: 458.951691
	Iteration 11Q: 3 clusters Score -9157.482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9159.232422 Penalty: 458.951691
	Iteration 12Q: 3 clusters Score -9159.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9159.232422 Penalty: 458.951691
	Iteration 13F: 3 clusters Score -9159.232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -68298.578125 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -68298.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -67498.695312 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -67498.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67825.781250 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -67825.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -67895.789062 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -67895.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67955.414062 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -67955.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68004.906250 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -68004.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68046.343750 Penalty: 633.994019
	Iteration 5F: 3 clusters Score -68046.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68076.554688 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -68076.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68095.468750 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -68095.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68111.453125 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -68111.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68122.875000 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -68122.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68130.812500 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -68130.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68133.085938 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -68133.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68135.679688 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -68135.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68136.914062 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -68136.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68137.328125 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -68137.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68137.328125 Penalty: 633.994019
	Iteration 15F: 3 clusters Score -68137.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -8077.368652 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -8077.369 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 176 members 
Entering Unmasked Estep 
Score: -7744.766113 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -7744.766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7905.048340 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -7905.048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7942.881836 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -7942.882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7994.231934 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -7994.232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8056.935547 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -8056.936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8078.330078 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -8078.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8099.837402 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -8099.837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8128.574219 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -8128.574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8136.372070 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -8136.372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8139.471680 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -8139.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8141.820801 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -8141.821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8142.081055 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -8142.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8142.081055 Penalty: 540.555603
	Iteration 12F: 3 clusters Score -8142.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 86766 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 123 members 
Entering Unmasked Estep 
Score: -53301636.000000 Penalty: 47402.378906
Splitting cluster 3 changes total score from -53301980.000000 to -53301636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10672.254883 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10672.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10404.221680 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10404.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10478.473633 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10478.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10513.823242 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10513.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10531.962891 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10531.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10548.426758 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10548.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10552.518555 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10552.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10555.819336 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10555.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10557.241211 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10557.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10558.353516 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10558.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10558.353516 Penalty: 483.501770
	Iteration 9F: 3 clusters Score -10558.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28360.322266 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28360.32 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 233 members 
Entering Unmasked Estep 
Score: -27903.814453 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -27903.81 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28032.109375 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28032.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28064.179688 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28064.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28086.240234 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -28086.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28093.724609 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28093.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28099.972656 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28099.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28104.103516 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28108.302734 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28109.785156 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28109.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28111.455078 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28111.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28111.455078 Penalty: 554.924744
	Iteration 10F: 3 clusters Score -28111.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Entering Unmasked Estep 
Score: -261714.343750 Penalty: 379.847687
	Iteration 0F: 2 clusters Score -261714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -258782.421875 Penalty: 759.695374
	Iteration 0F: 3 clusters Score -258782.4 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -259877.984375 Penalty: 759.695374
	Iteration 1F: 3 clusters Score -259878 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -260124.171875 Penalty: 759.695374
	Iteration 2F: 3 clusters Score -260124.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -260434.218750 Penalty: 759.695374
	Iteration 3F: 3 clusters Score -260434.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -260734.734375 Penalty: 759.695374
	Iteration 4F: 3 clusters Score -260734.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -260947.406250 Penalty: 759.695374
	Iteration 5F: 3 clusters Score -260947.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -261086.046875 Penalty: 759.695374
	Iteration 6Q: 3 clusters Score -261086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -261158.500000 Penalty: 759.695374
	Iteration 7Q: 3 clusters Score -261158.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -261195.578125 Penalty: 759.695374
	Iteration 8Q: 3 clusters Score -261195.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -261223.531250 Penalty: 759.695374
	Iteration 9Q: 3 clusters Score -261223.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -261250.296875 Penalty: 759.695374
	Iteration 10Q: 3 clusters Score -261250.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -261265.500000 Penalty: 759.695374
	Iteration 11Q: 3 clusters Score -261265.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -261278.109375 Penalty: 759.695374
	Iteration 12Q: 3 clusters Score -261278.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -261289.968750 Penalty: 759.695374
	Iteration 13Q: 3 clusters Score -261290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -261299.765625 Penalty: 759.695374
	Iteration 14Q: 3 clusters Score -261299.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -261302.437500 Penalty: 759.695374
	Iteration 15Q: 3 clusters Score -261302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -261304.718750 Penalty: 759.695374
	Iteration 16Q: 3 clusters Score -261304.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -261306.359375 Penalty: 759.695374
	Iteration 17Q: 3 clusters Score -261306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -261307.500000 Penalty: 759.695374
	Iteration 18Q: 3 clusters Score -261307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -261308.046875 Penalty: 759.695374
	Iteration 19Q: 3 clusters Score -261308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -261308.296875 Penalty: 759.695374
	Iteration 20F: 3 clusters Score -261308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -261308.265625 Penalty: 759.695374
	Iteration 21Q: 3 clusters Score -261308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -261308.421875 Penalty: 759.695374
	Iteration 22Q: 3 clusters Score -261308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -261308.734375 Penalty: 759.695374
	Iteration 23Q: 3 clusters Score -261308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -261308.546875 Penalty: 759.695374
	Iteration 24Q: 3 clusters Score -261308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -261309.000000 Penalty: 759.695374
	Iteration 25Q: 3 clusters Score -261309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -261310.140625 Penalty: 759.695374
	Iteration 26Q: 3 clusters Score -261310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -261310.250000 Penalty: 759.695374
	Iteration 27Q: 3 clusters Score -261310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -261311.343750 Penalty: 759.695374
	Iteration 28Q: 3 clusters Score -261311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -261311.671875 Penalty: 759.695374
	Iteration 29Q: 3 clusters Score -261311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -261313.015625 Penalty: 759.695374
	Iteration 30Q: 3 clusters Score -261313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -261313.250000 Penalty: 759.695374
	Iteration 31Q: 3 clusters Score -261313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -261313.718750 Penalty: 759.695374
	Iteration 32Q: 3 clusters Score -261313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -261313.796875 Penalty: 759.695374
	Iteration 33Q: 3 clusters Score -261313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -261313.828125 Penalty: 759.695374
	Iteration 34Q: 3 clusters Score -261313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -261313.828125 Penalty: 759.695374
	Iteration 35F: 3 clusters Score -261313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -12065.584961 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -12065.58 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 109 members 
Entering Unmasked Estep 
Score: -11770.690430 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11770.69 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11872.140625 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11872.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11908.271484 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11908.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11940.329102 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11940.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11975.589844 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -11975.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12045.590820 Penalty: 480.308441
	Iteration 5F: 3 clusters Score -12045.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12089.071289 Penalty: 480.308441
	Iteration 6F: 3 clusters Score -12089.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12111.703125 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -12111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12130.051758 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -12130.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12158.485352 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -12158.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12183.060547 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -12183.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12205.510742 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -12205.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12206.989258 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -12206.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12206.989258 Penalty: 480.308441
	Iteration 13F: 3 clusters Score -12206.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 86766 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 104 members 
Entering Unmasked Estep 
Score: -53301640.000000 Penalty: 47402.378906
Splitting cluster 7 changes total score from -53301980.000000 to -53301640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (87272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Entering Unmasked Estep 
Score: -5446138.500000 Penalty: 517.643738
	Iteration 0F: 2 clusters Score -5446138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -5388152.000000 Penalty: 1035.287476
	Iteration 0F: 3 clusters Score -5388152 nChanged 42748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5415363.500000 Penalty: 1035.287476
	Iteration 1F: 3 clusters Score -5415364 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5417803.000000 Penalty: 1035.287476
	Iteration 2F: 3 clusters Score -5417803 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5421871.500000 Penalty: 1035.287476
	Iteration 3F: 3 clusters Score -5421872 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5427229.000000 Penalty: 1035.287476
	Iteration 4F: 3 clusters Score -5427229 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5430980.500000 Penalty: 1035.287476
	Iteration 5F: 3 clusters Score -5430980 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5432233.500000 Penalty: 1035.287476
	Iteration 6Q: 3 clusters Score -5432234 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5432610.500000 Penalty: 1035.287476
	Iteration 7Q: 3 clusters Score -5432610 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -5432876.500000 Penalty: 1035.287476
	Iteration 8Q: 3 clusters Score -5432876 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5433113.000000 Penalty: 1035.287476
	Iteration 9Q: 3 clusters Score -5433113 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5433368.000000 Penalty: 1035.287476
	Iteration 10Q: 3 clusters Score -5433368 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5433703.500000 Penalty: 1035.287476
	Iteration 11Q: 3 clusters Score -5433704 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5434087.500000 Penalty: 1035.287476
	Iteration 12Q: 3 clusters Score -5434088 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5434528.500000 Penalty: 1035.287476
	Iteration 13Q: 3 clusters Score -5434528 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5435071.000000 Penalty: 1035.287476
	Iteration 14Q: 3 clusters Score -5435071 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -5435724.500000 Penalty: 1035.287476
	Iteration 15Q: 3 clusters Score -5435724 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5436395.000000 Penalty: 1035.287476
	Iteration 16Q: 3 clusters Score -5436395 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5437168.500000 Penalty: 1035.287476
	Iteration 17Q: 3 clusters Score -5437168 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5437979.000000 Penalty: 1035.287476
	Iteration 18Q: 3 clusters Score -5437979 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5438792.000000 Penalty: 1035.287476
	Iteration 19Q: 3 clusters Score -5438792 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5439531.000000 Penalty: 1035.287476
	Iteration 20F: 3 clusters Score -5439531 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -5440190.500000 Penalty: 1035.287476
	Iteration 21Q: 3 clusters Score -5440190 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5440687.000000 Penalty: 1035.287476
	Iteration 22Q: 3 clusters Score -5440687 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5441069.000000 Penalty: 1035.287476
	Iteration 23Q: 3 clusters Score -5441069 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -5441356.000000 Penalty: 1035.287476
	Iteration 24Q: 3 clusters Score -5441356 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5441538.000000 Penalty: 1035.287476
	Iteration 25Q: 3 clusters Score -5441538 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5441748.000000 Penalty: 1035.287476
	Iteration 26Q: 3 clusters Score -5441748 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5441964.500000 Penalty: 1035.287476
	Iteration 27Q: 3 clusters Score -5441964 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -5442104.000000 Penalty: 1035.287476
	Iteration 28Q: 3 clusters Score -5442104 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5442287.500000 Penalty: 1035.287476
	Iteration 29Q: 3 clusters Score -5442288 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5442448.500000 Penalty: 1035.287476
	Iteration 30Q: 3 clusters Score -5442448 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5442585.500000 Penalty: 1035.287476
	Iteration 31Q: 3 clusters Score -5442586 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -5442794.500000 Penalty: 1035.287476
	Iteration 32Q: 3 clusters Score -5442794 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5442997.000000 Penalty: 1035.287476
	Iteration 33Q: 3 clusters Score -5442997 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -5443210.500000 Penalty: 1035.287476
	Iteration 34Q: 3 clusters Score -5443210 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5443397.000000 Penalty: 1035.287476
	Iteration 35Q: 3 clusters Score -5443397 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5443592.000000 Penalty: 1035.287476
	Iteration 36Q: 3 clusters Score -5443592 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5443688.000000 Penalty: 1035.287476
	Iteration 37Q: 3 clusters Score -5443688 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5443869.500000 Penalty: 1035.287476
	Iteration 38Q: 3 clusters Score -5443870 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5444044.000000 Penalty: 1035.287476
	Iteration 39Q: 3 clusters Score -5444044 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -5444215.000000 Penalty: 1035.287476
	Iteration 40F: 3 clusters Score -5444215 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5444371.500000 Penalty: 1035.287476
	Iteration 41Q: 3 clusters Score -5444372 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5444576.500000 Penalty: 1035.287476
	Iteration 42Q: 3 clusters Score -5444576 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5444755.500000 Penalty: 1035.287476
	Iteration 43Q: 3 clusters Score -5444756 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5444899.000000 Penalty: 1035.287476
	Iteration 44Q: 3 clusters Score -5444899 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5445005.000000 Penalty: 1035.287476
	Iteration 45Q: 3 clusters Score -5445005 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5445160.500000 Penalty: 1035.287476
	Iteration 46Q: 3 clusters Score -5445160 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5445258.500000 Penalty: 1035.287476
	Iteration 47Q: 3 clusters Score -5445258 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5445333.000000 Penalty: 1035.287476
	Iteration 48Q: 3 clusters Score -5445333 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5445444.500000 Penalty: 1035.287476
	Iteration 49Q: 3 clusters Score -5445444 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5445522.000000 Penalty: 1035.287476
	Iteration 50Q: 3 clusters Score -5445522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5445576.000000 Penalty: 1035.287476
	Iteration 51Q: 3 clusters Score -5445576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5445589.500000 Penalty: 1035.287476
	Iteration 52Q: 3 clusters Score -5445590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5445612.000000 Penalty: 1035.287476
	Iteration 53Q: 3 clusters Score -5445612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5445623.500000 Penalty: 1035.287476
	Iteration 54Q: 3 clusters Score -5445624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5445665.000000 Penalty: 1035.287476
	Iteration 55Q: 3 clusters Score -5445665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5445677.000000 Penalty: 1035.287476
	Iteration 56Q: 3 clusters Score -5445677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5445698.000000 Penalty: 1035.287476
	Iteration 57Q: 3 clusters Score -5445698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5445718.500000 Penalty: 1035.287476
	Iteration 58Q: 3 clusters Score -5445718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5445734.500000 Penalty: 1035.287476
	Iteration 59Q: 3 clusters Score -5445734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5445739.500000 Penalty: 1035.287476
	Iteration 60F: 3 clusters Score -5445740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5445748.500000 Penalty: 1035.287476
	Iteration 61Q: 3 clusters Score -5445748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5445761.000000 Penalty: 1035.287476
	Iteration 62Q: 3 clusters Score -5445761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5445762.500000 Penalty: 1035.287476
	Iteration 63Q: 3 clusters Score -5445762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5445770.000000 Penalty: 1035.287476
	Iteration 64Q: 3 clusters Score -5445770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5445765.500000 Penalty: 1035.287476
	Iteration 65Q: 3 clusters Score -5445766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5445770.500000 Penalty: 1035.287476
	Iteration 66Q: 3 clusters Score -5445770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5445772.000000 Penalty: 1035.287476
	Iteration 67Q: 3 clusters Score -5445772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5445770.500000 Penalty: 1035.287476
	Iteration 68Q: 3 clusters Score -5445770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5445770.500000 Penalty: 1035.287476
	Iteration 69Q: 3 clusters Score -5445770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5445772.500000 Penalty: 1035.287476
	Iteration 70Q: 3 clusters Score -5445772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5445776.500000 Penalty: 1035.287476
	Iteration 71Q: 3 clusters Score -5445776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5445781.000000 Penalty: 1035.287476
	Iteration 72Q: 3 clusters Score -5445781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5445779.500000 Penalty: 1035.287476
	Iteration 73Q: 3 clusters Score -5445780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5445780.500000 Penalty: 1035.287476
	Iteration 74Q: 3 clusters Score -5445780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5445780.500000 Penalty: 1035.287476
	Iteration 75Q: 3 clusters Score -5445780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5445783.000000 Penalty: 1035.287476
	Iteration 76Q: 3 clusters Score -5445783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5445783.000000 Penalty: 1035.287476
	Iteration 77F: 3 clusters Score -5445783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Entering Unmasked Estep 
Score: -5374890.000000 Penalty: 517.379150
	Iteration 0F: 2 clusters Score -5374890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -5317213.000000 Penalty: 1034.758301
	Iteration 0F: 3 clusters Score -5317213 nChanged 42387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5342929.500000 Penalty: 1034.758301
	Iteration 1F: 3 clusters Score -5342930 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -5344158.500000 Penalty: 1034.758301
	Iteration 2Q: 3 clusters Score -5344158 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -5346194.500000 Penalty: 1034.758301
	Iteration 3Q: 3 clusters Score -5346194 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -5349892.000000 Penalty: 1034.758301
	Iteration 4F: 3 clusters Score -5349892 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -5355363.000000 Penalty: 1034.758301
	Iteration 5F: 3 clusters Score -5355363 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -5360909.000000 Penalty: 1034.758301
	Iteration 6F: 3 clusters Score -5360909 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -5363904.500000 Penalty: 1034.758301
	Iteration 7F: 3 clusters Score -5363904 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -5365284.000000 Penalty: 1034.758301
	Iteration 8Q: 3 clusters Score -5365284 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -5366156.000000 Penalty: 1034.758301
	Iteration 9Q: 3 clusters Score -5366156 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -5366912.500000 Penalty: 1034.758301
	Iteration 10Q: 3 clusters Score -5366912 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -5367552.000000 Penalty: 1034.758301
	Iteration 11Q: 3 clusters Score -5367552 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -5368230.500000 Penalty: 1034.758301
	Iteration 12Q: 3 clusters Score -5368230 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -5368811.000000 Penalty: 1034.758301
	Iteration 13Q: 3 clusters Score -5368811 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -5369416.500000 Penalty: 1034.758301
	Iteration 14Q: 3 clusters Score -5369416 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -5369898.500000 Penalty: 1034.758301
	Iteration 15Q: 3 clusters Score -5369898 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -5370388.500000 Penalty: 1034.758301
	Iteration 16Q: 3 clusters Score -5370388 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -5370781.000000 Penalty: 1034.758301
	Iteration 17Q: 3 clusters Score -5370781 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -5371133.000000 Penalty: 1034.758301
	Iteration 18Q: 3 clusters Score -5371133 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 70499 members 
Entering Unmasked Estep 
Score: -5371449.500000 Penalty: 1034.758301
	Iteration 19Q: 3 clusters Score -5371450 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -5371760.500000 Penalty: 1034.758301
	Iteration 20F: 3 clusters Score -5371760 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -5372055.000000 Penalty: 1034.758301
	Iteration 21Q: 3 clusters Score -5372055 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -5372303.500000 Penalty: 1034.758301
	Iteration 22Q: 3 clusters Score -5372304 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -5372557.000000 Penalty: 1034.758301
	Iteration 23Q: 3 clusters Score -5372557 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -5372773.000000 Penalty: 1034.758301
	Iteration 24Q: 3 clusters Score -5372773 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -5372974.000000 Penalty: 1034.758301
	Iteration 25Q: 3 clusters Score -5372974 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -5373176.000000 Penalty: 1034.758301
	Iteration 26Q: 3 clusters Score -5373176 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -5373418.500000 Penalty: 1034.758301
	Iteration 27Q: 3 clusters Score -5373418 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -5373651.000000 Penalty: 1034.758301
	Iteration 28Q: 3 clusters Score -5373651 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -5373880.500000 Penalty: 1034.758301
	Iteration 29Q: 3 clusters Score -5373880 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -5374092.500000 Penalty: 1034.758301
	Iteration 30Q: 3 clusters Score -5374092 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -5374213.500000 Penalty: 1034.758301
	Iteration 31Q: 3 clusters Score -5374214 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -5374394.000000 Penalty: 1034.758301
	Iteration 32Q: 3 clusters Score -5374394 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -5374575.500000 Penalty: 1034.758301
	Iteration 33Q: 3 clusters Score -5374576 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -5374669.500000 Penalty: 1034.758301
	Iteration 34Q: 3 clusters Score -5374670 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -5374801.000000 Penalty: 1034.758301
	Iteration 35Q: 3 clusters Score -5374801 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -5374886.500000 Penalty: 1034.758301
	Iteration 36Q: 3 clusters Score -5374886 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -5374967.500000 Penalty: 1034.758301
	Iteration 37Q: 3 clusters Score -5374968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -5375033.500000 Penalty: 1034.758301
	Iteration 38Q: 3 clusters Score -5375034 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -5375082.500000 Penalty: 1034.758301
	Iteration 39Q: 3 clusters Score -5375082 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -5375107.500000 Penalty: 1034.758301
	Iteration 40F: 3 clusters Score -5375108 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -5375115.000000 Penalty: 1034.758301
	Iteration 41Q: 3 clusters Score -5375115 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -5375152.500000 Penalty: 1034.758301
	Iteration 42Q: 3 clusters Score -5375152 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -5375147.500000 Penalty: 1034.758301
	Iteration 43Q: 3 clusters Score -5375148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -5375153.500000 Penalty: 1034.758301
	Iteration 44Q: 3 clusters Score -5375154 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -5375142.000000 Penalty: 1034.758301
	Iteration 45Q: 3 clusters Score -5375142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -5375126.500000 Penalty: 1034.758301
	Iteration 46Q: 3 clusters Score -5375126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -5375108.500000 Penalty: 1034.758301
	Iteration 47Q: 3 clusters Score -5375108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -5375103.000000 Penalty: 1034.758301
	Iteration 48Q: 3 clusters Score -5375103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -5375091.000000 Penalty: 1034.758301
	Iteration 49Q: 3 clusters Score -5375091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -5375092.500000 Penalty: 1034.758301
	Iteration 50Q: 3 clusters Score -5375092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -5375094.500000 Penalty: 1034.758301
	Iteration 51Q: 3 clusters Score -5375094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -5375094.500000 Penalty: 1034.758301
	Iteration 52Q: 3 clusters Score -5375094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -5375091.500000 Penalty: 1034.758301
	Iteration 53Q: 3 clusters Score -5375092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -5375083.500000 Penalty: 1034.758301
	Iteration 54Q: 3 clusters Score -5375084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -5375074.000000 Penalty: 1034.758301
	Iteration 55Q: 3 clusters Score -5375074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -5375073.000000 Penalty: 1034.758301
	Iteration 56Q: 3 clusters Score -5375073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -5375080.000000 Penalty: 1034.758301
	Iteration 57Q: 3 clusters Score -5375080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -5375082.000000 Penalty: 1034.758301
	Iteration 58Q: 3 clusters Score -5375082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -5375082.500000 Penalty: 1034.758301
	Iteration 59Q: 3 clusters Score -5375082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -5375077.500000 Penalty: 1034.758301
	Iteration 60F: 3 clusters Score -5375078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -5375077.500000 Penalty: 1034.758301
	Iteration 61Q: 3 clusters Score -5375078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -5375081.000000 Penalty: 1034.758301
	Iteration 62Q: 3 clusters Score -5375081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -5375081.000000 Penalty: 1034.758301
	Iteration 63F: 3 clusters Score -5375081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Entering Unmasked Estep 
Score: -53302068.000000 Penalty: 47402.378906
Splitting cluster 9 changes total score from -53301980.000000 to -53302068.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 10 (7277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Entering Unmasked Estep 
Score: -460012.500000 Penalty: 404.607574
	Iteration 0F: 2 clusters Score -460012.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -455215.593750 Penalty: 809.215149
	Iteration 0F: 3 clusters Score -455215.6 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -457294.406250 Penalty: 809.215149
	Iteration 1F: 3 clusters Score -457294.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -457649.937500 Penalty: 809.215149
	Iteration 2F: 3 clusters Score -457649.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -458107.062500 Penalty: 809.215149
	Iteration 3F: 3 clusters Score -458107.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -458645.687500 Penalty: 809.215149
	Iteration 4F: 3 clusters Score -458645.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -459109.843750 Penalty: 809.215149
	Iteration 5F: 3 clusters Score -459109.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -459391.156250 Penalty: 809.215149
	Iteration 6Q: 3 clusters Score -459391.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -459556.218750 Penalty: 809.215149
	Iteration 7Q: 3 clusters Score -459556.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -459614.875000 Penalty: 809.215149
	Iteration 8Q: 3 clusters Score -459614.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -459647.937500 Penalty: 809.215149
	Iteration 9Q: 3 clusters Score -459647.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -459659.250000 Penalty: 809.215149
	Iteration 10Q: 3 clusters Score -459659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -459661.906250 Penalty: 809.215149
	Iteration 11Q: 3 clusters Score -459661.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -459666.968750 Penalty: 809.215149
	Iteration 12Q: 3 clusters Score -459667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -459671.906250 Penalty: 809.215149
	Iteration 13Q: 3 clusters Score -459671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -459676.187500 Penalty: 809.215149
	Iteration 14Q: 3 clusters Score -459676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -459677.781250 Penalty: 809.215149
	Iteration 15Q: 3 clusters Score -459677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -459680.781250 Penalty: 809.215149
	Iteration 16Q: 3 clusters Score -459680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -459681.156250 Penalty: 809.215149
	Iteration 17Q: 3 clusters Score -459681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -459682.937500 Penalty: 809.215149
	Iteration 18Q: 3 clusters Score -459682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -459684.375000 Penalty: 809.215149
	Iteration 19Q: 3 clusters Score -459684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -459684.375000 Penalty: 809.215149
	Iteration 20F: 3 clusters Score -459684.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -7447.350586 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -7447.351 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 67 members 
Entering Unmasked Estep 
Score: -7198.514160 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -7198.514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7240.804688 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -7240.805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7272.364258 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -7272.364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7301.870605 Penalty: 450.980286
	Iteration 3F: 3 clusters Score -7301.871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7314.222656 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -7314.223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7324.226074 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -7324.226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7329.105469 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -7329.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7330.827148 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -7330.827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7331.399414 Penalty: 450.980286
	Iteration 8Q: 3 clusters Score -7331.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7333.218750 Penalty: 450.980286
	Iteration 9Q: 3 clusters Score -7333.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7333.128906 Penalty: 450.980286
	Iteration 10Q: 3 clusters Score -7333.129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7333.902832 Penalty: 450.980286
	Iteration 11Q: 3 clusters Score -7333.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7333.902832 Penalty: 450.980286
	Iteration 12F: 3 clusters Score -7333.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -13613.897461 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -13613.9 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: -13327.920898 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -13327.92 nChanged 53
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: -13390.687500 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -13390.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13394.897461 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -13394.9 nChanged 3
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: -13397.261719 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -13397.26 nChanged 6
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: -13406.588867 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -13406.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13409.200195 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -13409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13415.482422 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -13415.48 nChanged 7
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: -13423.702148 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -13423.7 nChanged 2
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: -13424.523438 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -13424.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13426.616211 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -13426.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13428.370117 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -13428.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13428.370117 Penalty: 480.771515
	Iteration 11F: 3 clusters Score -13428.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Entering Unmasked Estep 
Score: -4373921.500000 Penalty: 507.732086
	Iteration 0F: 2 clusters Score -4373922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4326460.000000 Penalty: 1015.464172
	Iteration 0F: 3 clusters Score -4326460 nChanged 34118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4347606.000000 Penalty: 1015.464172
	Iteration 1F: 3 clusters Score -4347606 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4348877.000000 Penalty: 1015.464172
	Iteration 2Q: 3 clusters Score -4348877 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -4350911.500000 Penalty: 1015.464172
	Iteration 3F: 3 clusters Score -4350912 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4354000.000000 Penalty: 1015.464172
	Iteration 4F: 3 clusters Score -4354000 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4358013.000000 Penalty: 1015.464172
	Iteration 5F: 3 clusters Score -4358013 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4362145.500000 Penalty: 1015.464172
	Iteration 6F: 3 clusters Score -4362146 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -4365459.500000 Penalty: 1015.464172
	Iteration 7F: 3 clusters Score -4365460 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4367535.500000 Penalty: 1015.464172
	Iteration 8Q: 3 clusters Score -4367536 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4368755.500000 Penalty: 1015.464172
	Iteration 9Q: 3 clusters Score -4368756 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4369658.500000 Penalty: 1015.464172
	Iteration 10Q: 3 clusters Score -4369658 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4370364.000000 Penalty: 1015.464172
	Iteration 11Q: 3 clusters Score -4370364 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4370986.000000 Penalty: 1015.464172
	Iteration 12Q: 3 clusters Score -4370986 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4371505.500000 Penalty: 1015.464172
	Iteration 13Q: 3 clusters Score -4371506 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4371920.500000 Penalty: 1015.464172
	Iteration 14Q: 3 clusters Score -4371920 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4372188.500000 Penalty: 1015.464172
	Iteration 15Q: 3 clusters Score -4372188 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4372437.500000 Penalty: 1015.464172
	Iteration 16Q: 3 clusters Score -4372438 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4372623.500000 Penalty: 1015.464172
	Iteration 17Q: 3 clusters Score -4372624 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4372789.500000 Penalty: 1015.464172
	Iteration 18Q: 3 clusters Score -4372790 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4372937.000000 Penalty: 1015.464172
	Iteration 19Q: 3 clusters Score -4372937 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4373056.000000 Penalty: 1015.464172
	Iteration 20F: 3 clusters Score -4373056 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4373148.000000 Penalty: 1015.464172
	Iteration 21Q: 3 clusters Score -4373148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4373209.000000 Penalty: 1015.464172
	Iteration 22Q: 3 clusters Score -4373209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4373275.500000 Penalty: 1015.464172
	Iteration 23Q: 3 clusters Score -4373276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4373322.500000 Penalty: 1015.464172
	Iteration 24Q: 3 clusters Score -4373322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4373361.000000 Penalty: 1015.464172
	Iteration 25Q: 3 clusters Score -4373361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4373382.500000 Penalty: 1015.464172
	Iteration 26Q: 3 clusters Score -4373382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4373406.000000 Penalty: 1015.464172
	Iteration 27Q: 3 clusters Score -4373406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4373428.000000 Penalty: 1015.464172
	Iteration 28Q: 3 clusters Score -4373428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4373440.000000 Penalty: 1015.464172
	Iteration 29Q: 3 clusters Score -4373440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4373449.500000 Penalty: 1015.464172
	Iteration 30Q: 3 clusters Score -4373450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4373454.500000 Penalty: 1015.464172
	Iteration 31Q: 3 clusters Score -4373454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4373460.500000 Penalty: 1015.464172
	Iteration 32Q: 3 clusters Score -4373460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4373467.500000 Penalty: 1015.464172
	Iteration 33Q: 3 clusters Score -4373468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4373471.500000 Penalty: 1015.464172
	Iteration 34Q: 3 clusters Score -4373472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4373475.000000 Penalty: 1015.464172
	Iteration 35Q: 3 clusters Score -4373475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4373477.000000 Penalty: 1015.464172
	Iteration 36Q: 3 clusters Score -4373477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4373481.500000 Penalty: 1015.464172
	Iteration 37Q: 3 clusters Score -4373482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4373480.500000 Penalty: 1015.464172
	Iteration 38Q: 3 clusters Score -4373480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4373479.000000 Penalty: 1015.464172
	Iteration 39Q: 3 clusters Score -4373479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4373484.500000 Penalty: 1015.464172
	Iteration 40F: 3 clusters Score -4373484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4373484.000000 Penalty: 1015.464172
	Iteration 41Q: 3 clusters Score -4373484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4373483.000000 Penalty: 1015.464172
	Iteration 42Q: 3 clusters Score -4373483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4373481.500000 Penalty: 1015.464172
	Iteration 43Q: 3 clusters Score -4373482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4373481.500000 Penalty: 1015.464172
	Iteration 44F: 3 clusters Score -4373482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -296805.687500 Penalty: 385.484894
	Iteration 0F: 2 clusters Score -296805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -293610.468750 Penalty: 770.969788
	Iteration 0F: 3 clusters Score -293610.5 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -294987.437500 Penalty: 770.969788
	Iteration 1F: 3 clusters Score -294987.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -295334.593750 Penalty: 770.969788
	Iteration 2F: 3 clusters Score -295334.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -295793.500000 Penalty: 770.969788
	Iteration 3F: 3 clusters Score -295793.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -296231.031250 Penalty: 770.969788
	Iteration 4F: 3 clusters Score -296231 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -296513.000000 Penalty: 770.969788
	Iteration 5F: 3 clusters Score -296513 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -296636.406250 Penalty: 770.969788
	Iteration 6Q: 3 clusters Score -296636.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -296704.468750 Penalty: 770.969788
	Iteration 7Q: 3 clusters Score -296704.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -296741.093750 Penalty: 770.969788
	Iteration 8Q: 3 clusters Score -296741.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -296761.343750 Penalty: 770.969788
	Iteration 9Q: 3 clusters Score -296761.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -296770.750000 Penalty: 770.969788
	Iteration 10Q: 3 clusters Score -296770.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -296775.843750 Penalty: 770.969788
	Iteration 11Q: 3 clusters Score -296775.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -296779.000000 Penalty: 770.969788
	Iteration 12Q: 3 clusters Score -296779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -296781.593750 Penalty: 770.969788
	Iteration 13Q: 3 clusters Score -296781.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -296783.437500 Penalty: 770.969788
	Iteration 14Q: 3 clusters Score -296783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -296784.906250 Penalty: 770.969788
	Iteration 15Q: 3 clusters Score -296784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -296785.625000 Penalty: 770.969788
	Iteration 16Q: 3 clusters Score -296785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -296786.875000 Penalty: 770.969788
	Iteration 17Q: 3 clusters Score -296786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -296788.000000 Penalty: 770.969788
	Iteration 18Q: 3 clusters Score -296788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -296788.812500 Penalty: 770.969788
	Iteration 19Q: 3 clusters Score -296788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -296789.906250 Penalty: 770.969788
	Iteration 20F: 3 clusters Score -296789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -296790.218750 Penalty: 770.969788
	Iteration 21Q: 3 clusters Score -296790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -296790.218750 Penalty: 770.969788
	Iteration 22F: 3 clusters Score -296790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Entering Unmasked Estep 
Score: -5066627.000000 Penalty: 514.645142
	Iteration 0F: 2 clusters Score -5066627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5011844.000000 Penalty: 1029.290283
	Iteration 0F: 3 clusters Score -5011844 nChanged 39976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5037705.000000 Penalty: 1029.290283
	Iteration 1F: 3 clusters Score -5037705 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -5040268.000000 Penalty: 1029.290283
	Iteration 2F: 3 clusters Score -5040268 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5044436.000000 Penalty: 1029.290283
	Iteration 3F: 3 clusters Score -5044436 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5049547.500000 Penalty: 1029.290283
	Iteration 4F: 3 clusters Score -5049548 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5053038.000000 Penalty: 1029.290283
	Iteration 5F: 3 clusters Score -5053038 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5054622.000000 Penalty: 1029.290283
	Iteration 6Q: 3 clusters Score -5054622 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5055475.500000 Penalty: 1029.290283
	Iteration 7Q: 3 clusters Score -5055476 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5056354.500000 Penalty: 1029.290283
	Iteration 8Q: 3 clusters Score -5056354 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5057201.000000 Penalty: 1029.290283
	Iteration 9Q: 3 clusters Score -5057201 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5058124.000000 Penalty: 1029.290283
	Iteration 10Q: 3 clusters Score -5058124 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5059085.500000 Penalty: 1029.290283
	Iteration 11Q: 3 clusters Score -5059086 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -5060014.500000 Penalty: 1029.290283
	Iteration 12Q: 3 clusters Score -5060014 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -5060995.500000 Penalty: 1029.290283
	Iteration 13Q: 3 clusters Score -5060996 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -5061871.000000 Penalty: 1029.290283
	Iteration 14Q: 3 clusters Score -5061871 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5062687.500000 Penalty: 1029.290283
	Iteration 15Q: 3 clusters Score -5062688 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -5063334.500000 Penalty: 1029.290283
	Iteration 16Q: 3 clusters Score -5063334 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5064002.500000 Penalty: 1029.290283
	Iteration 17Q: 3 clusters Score -5064002 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5064632.500000 Penalty: 1029.290283
	Iteration 18Q: 3 clusters Score -5064632 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5065086.500000 Penalty: 1029.290283
	Iteration 19Q: 3 clusters Score -5065086 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5065485.500000 Penalty: 1029.290283
	Iteration 20F: 3 clusters Score -5065486 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5065830.000000 Penalty: 1029.290283
	Iteration 21Q: 3 clusters Score -5065830 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5066058.000000 Penalty: 1029.290283
	Iteration 22Q: 3 clusters Score -5066058 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5066270.500000 Penalty: 1029.290283
	Iteration 23Q: 3 clusters Score -5066270 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5066408.000000 Penalty: 1029.290283
	Iteration 24Q: 3 clusters Score -5066408 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5066454.500000 Penalty: 1029.290283
	Iteration 25Q: 3 clusters Score -5066454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5066508.500000 Penalty: 1029.290283
	Iteration 26Q: 3 clusters Score -5066508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5066515.500000 Penalty: 1029.290283
	Iteration 27Q: 3 clusters Score -5066516 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5066531.000000 Penalty: 1029.290283
	Iteration 28Q: 3 clusters Score -5066531 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5066541.500000 Penalty: 1029.290283
	Iteration 29Q: 3 clusters Score -5066542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5066550.000000 Penalty: 1029.290283
	Iteration 30Q: 3 clusters Score -5066550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5066560.500000 Penalty: 1029.290283
	Iteration 31Q: 3 clusters Score -5066560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5066532.500000 Penalty: 1029.290283
	Iteration 32Q: 3 clusters Score -5066532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5066532.500000 Penalty: 1029.290283
	Iteration 33Q: 3 clusters Score -5066532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5066536.500000 Penalty: 1029.290283
	Iteration 34Q: 3 clusters Score -5066536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5066535.500000 Penalty: 1029.290283
	Iteration 35Q: 3 clusters Score -5066536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5066537.500000 Penalty: 1029.290283
	Iteration 36Q: 3 clusters Score -5066538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5066523.500000 Penalty: 1029.290283
	Iteration 37Q: 3 clusters Score -5066524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5066518.500000 Penalty: 1029.290283
	Iteration 38Q: 3 clusters Score -5066518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5066513.000000 Penalty: 1029.290283
	Iteration 39Q: 3 clusters Score -5066513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5066512.500000 Penalty: 1029.290283
	Iteration 40F: 3 clusters Score -5066512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5066514.000000 Penalty: 1029.290283
	Iteration 41Q: 3 clusters Score -5066514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5066521.500000 Penalty: 1029.290283
	Iteration 42Q: 3 clusters Score -5066522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5066513.500000 Penalty: 1029.290283
	Iteration 43Q: 3 clusters Score -5066514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5066509.000000 Penalty: 1029.290283
	Iteration 44Q: 3 clusters Score -5066509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5066510.500000 Penalty: 1029.290283
	Iteration 45Q: 3 clusters Score -5066510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5066510.000000 Penalty: 1029.290283
	Iteration 46Q: 3 clusters Score -5066510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5066510.000000 Penalty: 1029.290283
	Iteration 47F: 3 clusters Score -5066510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Entering Unmasked Estep 
Score: -2151213.750000 Penalty: 475.862732
	Iteration 0F: 2 clusters Score -2151214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2127872.000000 Penalty: 951.725464
	Iteration 0F: 3 clusters Score -2127872 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2137772.500000 Penalty: 951.725464
	Iteration 1F: 3 clusters Score -2137772 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2138270.750000 Penalty: 951.725464
	Iteration 2Q: 3 clusters Score -2138271 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2139040.000000 Penalty: 951.725464
	Iteration 3Q: 3 clusters Score -2139040 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2140253.750000 Penalty: 951.725464
	Iteration 4F: 3 clusters Score -2140254 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2142163.750000 Penalty: 951.725464
	Iteration 5F: 3 clusters Score -2142164 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2144488.250000 Penalty: 951.725464
	Iteration 6F: 3 clusters Score -2144488 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2146490.750000 Penalty: 951.725464
	Iteration 7F: 3 clusters Score -2146491 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2147882.250000 Penalty: 951.725464
	Iteration 8Q: 3 clusters Score -2147882 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2148728.500000 Penalty: 951.725464
	Iteration 9Q: 3 clusters Score -2148728 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2149236.000000 Penalty: 951.725464
	Iteration 10Q: 3 clusters Score -2149236 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2149603.000000 Penalty: 951.725464
	Iteration 11Q: 3 clusters Score -2149603 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2149880.750000 Penalty: 951.725464
	Iteration 12Q: 3 clusters Score -2149881 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2150101.500000 Penalty: 951.725464
	Iteration 13Q: 3 clusters Score -2150102 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2150275.500000 Penalty: 951.725464
	Iteration 14Q: 3 clusters Score -2150276 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2150424.750000 Penalty: 951.725464
	Iteration 15Q: 3 clusters Score -2150425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2150534.500000 Penalty: 951.725464
	Iteration 16Q: 3 clusters Score -2150534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2150613.250000 Penalty: 951.725464
	Iteration 17Q: 3 clusters Score -2150613 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2150653.500000 Penalty: 951.725464
	Iteration 18Q: 3 clusters Score -2150654 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2150688.750000 Penalty: 951.725464
	Iteration 19Q: 3 clusters Score -2150689 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2150730.250000 Penalty: 951.725464
	Iteration 20F: 3 clusters Score -2150730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2150751.250000 Penalty: 951.725464
	Iteration 21Q: 3 clusters Score -2150751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2150771.500000 Penalty: 951.725464
	Iteration 22Q: 3 clusters Score -2150772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2150802.000000 Penalty: 951.725464
	Iteration 23Q: 3 clusters Score -2150802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2150824.250000 Penalty: 951.725464
	Iteration 24Q: 3 clusters Score -2150824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2150842.750000 Penalty: 951.725464
	Iteration 25Q: 3 clusters Score -2150843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2150857.250000 Penalty: 951.725464
	Iteration 26Q: 3 clusters Score -2150857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2150865.500000 Penalty: 951.725464
	Iteration 27Q: 3 clusters Score -2150866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2150872.250000 Penalty: 951.725464
	Iteration 28Q: 3 clusters Score -2150872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2150877.500000 Penalty: 951.725464
	Iteration 29Q: 3 clusters Score -2150878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2150879.250000 Penalty: 951.725464
	Iteration 30Q: 3 clusters Score -2150879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2150883.250000 Penalty: 951.725464
	Iteration 31Q: 3 clusters Score -2150883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2150887.750000 Penalty: 951.725464
	Iteration 32Q: 3 clusters Score -2150888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2150896.750000 Penalty: 951.725464
	Iteration 33Q: 3 clusters Score -2150897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2150905.250000 Penalty: 951.725464
	Iteration 34Q: 3 clusters Score -2150905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2150908.000000 Penalty: 951.725464
	Iteration 35Q: 3 clusters Score -2150908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2150913.750000 Penalty: 951.725464
	Iteration 36Q: 3 clusters Score -2150914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2150919.000000 Penalty: 951.725464
	Iteration 37Q: 3 clusters Score -2150919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2150922.000000 Penalty: 951.725464
	Iteration 38Q: 3 clusters Score -2150922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2150925.000000 Penalty: 951.725464
	Iteration 39Q: 3 clusters Score -2150925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2150927.500000 Penalty: 951.725464
	Iteration 40F: 3 clusters Score -2150928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2150931.500000 Penalty: 951.725464
	Iteration 41Q: 3 clusters Score -2150932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2150933.250000 Penalty: 951.725464
	Iteration 42Q: 3 clusters Score -2150933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2150935.500000 Penalty: 951.725464
	Iteration 43Q: 3 clusters Score -2150936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2150934.250000 Penalty: 951.725464
	Iteration 44Q: 3 clusters Score -2150934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2150937.000000 Penalty: 951.725464
	Iteration 45Q: 3 clusters Score -2150937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2150937.250000 Penalty: 951.725464
	Iteration 46Q: 3 clusters Score -2150937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2150938.250000 Penalty: 951.725464
	Iteration 47Q: 3 clusters Score -2150938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2150937.500000 Penalty: 951.725464
	Iteration 48Q: 3 clusters Score -2150938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2150941.500000 Penalty: 951.725464
	Iteration 49Q: 3 clusters Score -2150942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2150942.750000 Penalty: 951.725464
	Iteration 50Q: 3 clusters Score -2150943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2150942.750000 Penalty: 951.725464
	Iteration 51F: 3 clusters Score -2150943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7898.053711 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7898.054 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 67 members 
Entering Unmasked Estep 
Score: -7663.262207 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7663.262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7711.710449 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7711.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7720.823242 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -7720.823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7722.667480 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7722.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7723.355957 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7723.356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7723.355957 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7723.356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40487.859375 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40487.86 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40656.996094 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40703.511719 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40703.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40732.671875 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40732.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40750.769531 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40750.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40765.062500 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40765.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40775.902344 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40780.328125 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40780.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40785.554688 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40785.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40791.707031 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40791.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40800.628906 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40800.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40821.054688 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40821.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40836.652344 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40836.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40845.625000 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40845.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40853.339844 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40853.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40862.121094 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40862.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40870.402344 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -40870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40877.917969 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -40877.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40883.585938 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -40883.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40886.597656 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -40886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40889.648438 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -40889.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40891.617188 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -40891.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40891.617188 Penalty: 585.543701
	Iteration 22F: 3 clusters Score -40891.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -335239.343750 Penalty: 392.321655
	Iteration 0F: 2 clusters Score -335239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -331508.000000 Penalty: 784.643311
	Iteration 0F: 3 clusters Score -331508 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -332995.218750 Penalty: 784.643311
	Iteration 1F: 3 clusters Score -332995.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -333198.093750 Penalty: 784.643311
	Iteration 2F: 3 clusters Score -333198.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -333395.687500 Penalty: 784.643311
	Iteration 3F: 3 clusters Score -333395.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -333615.281250 Penalty: 784.643311
	Iteration 4F: 3 clusters Score -333615.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -333839.375000 Penalty: 784.643311
	Iteration 5F: 3 clusters Score -333839.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -334052.718750 Penalty: 784.643311
	Iteration 6F: 3 clusters Score -334052.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -334250.843750 Penalty: 784.643311
	Iteration 7F: 3 clusters Score -334250.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -334375.031250 Penalty: 784.643311
	Iteration 8Q: 3 clusters Score -334375 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -334439.593750 Penalty: 784.643311
	Iteration 9Q: 3 clusters Score -334439.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -334472.375000 Penalty: 784.643311
	Iteration 10Q: 3 clusters Score -334472.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -334487.937500 Penalty: 784.643311
	Iteration 11Q: 3 clusters Score -334487.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -334502.625000 Penalty: 784.643311
	Iteration 12Q: 3 clusters Score -334502.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -334516.437500 Penalty: 784.643311
	Iteration 13Q: 3 clusters Score -334516.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -334527.687500 Penalty: 784.643311
	Iteration 14Q: 3 clusters Score -334527.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -334537.937500 Penalty: 784.643311
	Iteration 15Q: 3 clusters Score -334537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -334545.562500 Penalty: 784.643311
	Iteration 16Q: 3 clusters Score -334545.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -334553.937500 Penalty: 784.643311
	Iteration 17Q: 3 clusters Score -334553.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -334562.500000 Penalty: 784.643311
	Iteration 18Q: 3 clusters Score -334562.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -334570.875000 Penalty: 784.643311
	Iteration 19Q: 3 clusters Score -334570.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -334583.187500 Penalty: 784.643311
	Iteration 20F: 3 clusters Score -334583.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -334603.781250 Penalty: 784.643311
	Iteration 21Q: 3 clusters Score -334603.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -334617.687500 Penalty: 784.643311
	Iteration 22Q: 3 clusters Score -334617.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -334634.718750 Penalty: 784.643311
	Iteration 23Q: 3 clusters Score -334634.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -334647.187500 Penalty: 784.643311
	Iteration 24Q: 3 clusters Score -334647.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -334662.781250 Penalty: 784.643311
	Iteration 25Q: 3 clusters Score -334662.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -334681.250000 Penalty: 784.643311
	Iteration 26Q: 3 clusters Score -334681.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -334707.968750 Penalty: 784.643311
	Iteration 27Q: 3 clusters Score -334708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -334734.531250 Penalty: 784.643311
	Iteration 28Q: 3 clusters Score -334734.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -334756.125000 Penalty: 784.643311
	Iteration 29Q: 3 clusters Score -334756.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -334783.906250 Penalty: 784.643311
	Iteration 30Q: 3 clusters Score -334783.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -334811.937500 Penalty: 784.643311
	Iteration 31Q: 3 clusters Score -334811.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -334850.500000 Penalty: 784.643311
	Iteration 32Q: 3 clusters Score -334850.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -334889.937500 Penalty: 784.643311
	Iteration 33Q: 3 clusters Score -334889.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -334911.937500 Penalty: 784.643311
	Iteration 34Q: 3 clusters Score -334911.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -334930.312500 Penalty: 784.643311
	Iteration 35Q: 3 clusters Score -334930.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -334948.656250 Penalty: 784.643311
	Iteration 36Q: 3 clusters Score -334948.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -334963.125000 Penalty: 784.643311
	Iteration 37Q: 3 clusters Score -334963.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -334971.375000 Penalty: 784.643311
	Iteration 38Q: 3 clusters Score -334971.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -334981.750000 Penalty: 784.643311
	Iteration 39Q: 3 clusters Score -334981.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -334986.750000 Penalty: 784.643311
	Iteration 40F: 3 clusters Score -334986.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -334994.312500 Penalty: 784.643311
	Iteration 41Q: 3 clusters Score -334994.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -335001.031250 Penalty: 784.643311
	Iteration 42Q: 3 clusters Score -335001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -335008.531250 Penalty: 784.643311
	Iteration 43Q: 3 clusters Score -335008.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -335011.875000 Penalty: 784.643311
	Iteration 44Q: 3 clusters Score -335011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -335014.250000 Penalty: 784.643311
	Iteration 45Q: 3 clusters Score -335014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -335017.218750 Penalty: 784.643311
	Iteration 46Q: 3 clusters Score -335017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -335018.468750 Penalty: 784.643311
	Iteration 47Q: 3 clusters Score -335018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -335018.125000 Penalty: 784.643311
	Iteration 48Q: 3 clusters Score -335018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -335018.125000 Penalty: 784.643311
	Iteration 49F: 3 clusters Score -335018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Entering Unmasked Estep 
Score: -5681471.500000 Penalty: 520.137634
	Iteration 0F: 2 clusters Score -5681472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5620389.500000 Penalty: 1040.275269
	Iteration 0F: 3 clusters Score -5620390 nChanged 45161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5653393.000000 Penalty: 1040.275269
	Iteration 1F: 3 clusters Score -5653393 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5658760.000000 Penalty: 1040.275269
	Iteration 2F: 3 clusters Score -5658760 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -5664104.000000 Penalty: 1040.275269
	Iteration 3F: 3 clusters Score -5664104 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5667629.500000 Penalty: 1040.275269
	Iteration 4F: 3 clusters Score -5667630 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5669134.000000 Penalty: 1040.275269
	Iteration 5Q: 3 clusters Score -5669134 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -5669576.500000 Penalty: 1040.275269
	Iteration 6Q: 3 clusters Score -5669576 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5669772.500000 Penalty: 1040.275269
	Iteration 7Q: 3 clusters Score -5669772 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5669932.000000 Penalty: 1040.275269
	Iteration 8Q: 3 clusters Score -5669932 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5669990.000000 Penalty: 1040.275269
	Iteration 9Q: 3 clusters Score -5669990 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5670065.000000 Penalty: 1040.275269
	Iteration 10Q: 3 clusters Score -5670065 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5670142.500000 Penalty: 1040.275269
	Iteration 11Q: 3 clusters Score -5670142 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5670241.000000 Penalty: 1040.275269
	Iteration 12Q: 3 clusters Score -5670241 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -5670341.500000 Penalty: 1040.275269
	Iteration 13Q: 3 clusters Score -5670342 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -5670404.000000 Penalty: 1040.275269
	Iteration 14Q: 3 clusters Score -5670404 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5670473.000000 Penalty: 1040.275269
	Iteration 15Q: 3 clusters Score -5670473 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5670534.500000 Penalty: 1040.275269
	Iteration 16Q: 3 clusters Score -5670534 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5670640.500000 Penalty: 1040.275269
	Iteration 17Q: 3 clusters Score -5670640 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5670717.500000 Penalty: 1040.275269
	Iteration 18Q: 3 clusters Score -5670718 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -5670810.500000 Penalty: 1040.275269
	Iteration 19Q: 3 clusters Score -5670810 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5670898.500000 Penalty: 1040.275269
	Iteration 20F: 3 clusters Score -5670898 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -5671042.500000 Penalty: 1040.275269
	Iteration 21Q: 3 clusters Score -5671042 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5671189.000000 Penalty: 1040.275269
	Iteration 22Q: 3 clusters Score -5671189 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -5671321.000000 Penalty: 1040.275269
	Iteration 23Q: 3 clusters Score -5671321 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -5671493.500000 Penalty: 1040.275269
	Iteration 24Q: 3 clusters Score -5671494 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5671693.000000 Penalty: 1040.275269
	Iteration 25Q: 3 clusters Score -5671693 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5671958.000000 Penalty: 1040.275269
	Iteration 26Q: 3 clusters Score -5671958 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5672280.500000 Penalty: 1040.275269
	Iteration 27Q: 3 clusters Score -5672280 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5672612.500000 Penalty: 1040.275269
	Iteration 28Q: 3 clusters Score -5672612 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5672995.000000 Penalty: 1040.275269
	Iteration 29Q: 3 clusters Score -5672995 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5673432.000000 Penalty: 1040.275269
	Iteration 30Q: 3 clusters Score -5673432 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -5674010.500000 Penalty: 1040.275269
	Iteration 31Q: 3 clusters Score -5674010 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -5674633.000000 Penalty: 1040.275269
	Iteration 32Q: 3 clusters Score -5674633 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5675321.000000 Penalty: 1040.275269
	Iteration 33Q: 3 clusters Score -5675321 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5676012.000000 Penalty: 1040.275269
	Iteration 34Q: 3 clusters Score -5676012 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -5676734.000000 Penalty: 1040.275269
	Iteration 35Q: 3 clusters Score -5676734 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5677434.000000 Penalty: 1040.275269
	Iteration 36Q: 3 clusters Score -5677434 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5678063.500000 Penalty: 1040.275269
	Iteration 37Q: 3 clusters Score -5678064 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5678653.500000 Penalty: 1040.275269
	Iteration 38Q: 3 clusters Score -5678654 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -5679242.500000 Penalty: 1040.275269
	Iteration 39Q: 3 clusters Score -5679242 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5679657.000000 Penalty: 1040.275269
	Iteration 40F: 3 clusters Score -5679657 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5679964.000000 Penalty: 1040.275269
	Iteration 41Q: 3 clusters Score -5679964 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5680241.500000 Penalty: 1040.275269
	Iteration 42Q: 3 clusters Score -5680242 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5680442.000000 Penalty: 1040.275269
	Iteration 43Q: 3 clusters Score -5680442 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5680593.500000 Penalty: 1040.275269
	Iteration 44Q: 3 clusters Score -5680594 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5680701.500000 Penalty: 1040.275269
	Iteration 45Q: 3 clusters Score -5680702 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5680763.500000 Penalty: 1040.275269
	Iteration 46Q: 3 clusters Score -5680764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5680836.000000 Penalty: 1040.275269
	Iteration 47Q: 3 clusters Score -5680836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5680903.500000 Penalty: 1040.275269
	Iteration 48Q: 3 clusters Score -5680904 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5680942.500000 Penalty: 1040.275269
	Iteration 49Q: 3 clusters Score -5680942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5680972.500000 Penalty: 1040.275269
	Iteration 50Q: 3 clusters Score -5680972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5681001.000000 Penalty: 1040.275269
	Iteration 51Q: 3 clusters Score -5681001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5681022.500000 Penalty: 1040.275269
	Iteration 52Q: 3 clusters Score -5681022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5681035.000000 Penalty: 1040.275269
	Iteration 53Q: 3 clusters Score -5681035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5681032.500000 Penalty: 1040.275269
	Iteration 54Q: 3 clusters Score -5681032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5681039.000000 Penalty: 1040.275269
	Iteration 55Q: 3 clusters Score -5681039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5681043.000000 Penalty: 1040.275269
	Iteration 56Q: 3 clusters Score -5681043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5681036.500000 Penalty: 1040.275269
	Iteration 57Q: 3 clusters Score -5681036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5681038.000000 Penalty: 1040.275269
	Iteration 58Q: 3 clusters Score -5681038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5681044.000000 Penalty: 1040.275269
	Iteration 59Q: 3 clusters Score -5681044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5681040.000000 Penalty: 1040.275269
	Iteration 60F: 3 clusters Score -5681040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5681050.500000 Penalty: 1040.275269
	Iteration 61Q: 3 clusters Score -5681050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5681047.000000 Penalty: 1040.275269
	Iteration 62Q: 3 clusters Score -5681047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5681050.000000 Penalty: 1040.275269
	Iteration 63Q: 3 clusters Score -5681050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5681052.500000 Penalty: 1040.275269
	Iteration 64Q: 3 clusters Score -5681052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5681057.000000 Penalty: 1040.275269
	Iteration 65Q: 3 clusters Score -5681057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5681051.000000 Penalty: 1040.275269
	Iteration 66Q: 3 clusters Score -5681051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5681054.000000 Penalty: 1040.275269
	Iteration 67Q: 3 clusters Score -5681054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5681054.000000 Penalty: 1040.275269
	Iteration 68Q: 3 clusters Score -5681054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5681057.000000 Penalty: 1040.275269
	Iteration 69Q: 3 clusters Score -5681057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5681057.000000 Penalty: 1040.275269
	Iteration 70F: 3 clusters Score -5681057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14404.625977 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14404.63 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 129 members 
Entering Unmasked Estep 
Score: -14094.852539 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -14094.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14181.592773 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14181.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14215.463867 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14215.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14234.136719 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -14234.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14243.147461 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -14243.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14253.997070 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -14254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14257.638672 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -14257.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14260.133789 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -14260.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14261.950195 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -14261.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14269.990234 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -14269.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14277.633789 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -14277.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14293.370117 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -14293.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14301.561523 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -14301.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14303.365234 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -14303.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14304.709961 Penalty: 503.178040
	Iteration 14Q: 3 clusters Score -14304.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14305.273438 Penalty: 503.178040
	Iteration 15Q: 3 clusters Score -14305.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14305.273438 Penalty: 503.178040
	Iteration 16F: 3 clusters Score -14305.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Entering Unmasked Estep 
Score: -1914729.500000 Penalty: 470.646057
	Iteration 0F: 2 clusters Score -1914730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1893979.000000 Penalty: 941.292114
	Iteration 0F: 3 clusters Score -1893979 nChanged 14922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1903178.250000 Penalty: 941.292114
	Iteration 1F: 3 clusters Score -1903178 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1903904.125000 Penalty: 941.292114
	Iteration 2F: 3 clusters Score -1903904 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1904880.625000 Penalty: 941.292114
	Iteration 3F: 3 clusters Score -1904881 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1906264.875000 Penalty: 941.292114
	Iteration 4F: 3 clusters Score -1906265 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1908076.625000 Penalty: 941.292114
	Iteration 5F: 3 clusters Score -1908077 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1909671.875000 Penalty: 941.292114
	Iteration 6F: 3 clusters Score -1909672 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1910732.125000 Penalty: 941.292114
	Iteration 7Q: 3 clusters Score -1910732 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1911196.875000 Penalty: 941.292114
	Iteration 8Q: 3 clusters Score -1911197 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1911442.125000 Penalty: 941.292114
	Iteration 9Q: 3 clusters Score -1911442 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1911606.000000 Penalty: 941.292114
	Iteration 10Q: 3 clusters Score -1911606 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1911750.375000 Penalty: 941.292114
	Iteration 11Q: 3 clusters Score -1911750 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1911886.875000 Penalty: 941.292114
	Iteration 12Q: 3 clusters Score -1911887 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1911991.750000 Penalty: 941.292114
	Iteration 13Q: 3 clusters Score -1911992 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1912108.000000 Penalty: 941.292114
	Iteration 14Q: 3 clusters Score -1912108 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1912229.625000 Penalty: 941.292114
	Iteration 15Q: 3 clusters Score -1912230 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1912352.000000 Penalty: 941.292114
	Iteration 16Q: 3 clusters Score -1912352 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1912474.375000 Penalty: 941.292114
	Iteration 17Q: 3 clusters Score -1912474 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1912584.875000 Penalty: 941.292114
	Iteration 18Q: 3 clusters Score -1912585 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1912687.500000 Penalty: 941.292114
	Iteration 19Q: 3 clusters Score -1912688 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1912811.750000 Penalty: 941.292114
	Iteration 20F: 3 clusters Score -1912812 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1912913.250000 Penalty: 941.292114
	Iteration 21Q: 3 clusters Score -1912913 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1912999.125000 Penalty: 941.292114
	Iteration 22Q: 3 clusters Score -1912999 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1913061.750000 Penalty: 941.292114
	Iteration 23Q: 3 clusters Score -1913062 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1913127.500000 Penalty: 941.292114
	Iteration 24Q: 3 clusters Score -1913128 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1913204.125000 Penalty: 941.292114
	Iteration 25Q: 3 clusters Score -1913204 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1913288.375000 Penalty: 941.292114
	Iteration 26Q: 3 clusters Score -1913288 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1913364.875000 Penalty: 941.292114
	Iteration 27Q: 3 clusters Score -1913365 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1913429.750000 Penalty: 941.292114
	Iteration 28Q: 3 clusters Score -1913430 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1913494.375000 Penalty: 941.292114
	Iteration 29Q: 3 clusters Score -1913494 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1913566.750000 Penalty: 941.292114
	Iteration 30Q: 3 clusters Score -1913567 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1913649.125000 Penalty: 941.292114
	Iteration 31Q: 3 clusters Score -1913649 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1913734.625000 Penalty: 941.292114
	Iteration 32Q: 3 clusters Score -1913735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1913806.750000 Penalty: 941.292114
	Iteration 33Q: 3 clusters Score -1913807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1913858.375000 Penalty: 941.292114
	Iteration 34Q: 3 clusters Score -1913858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1913918.250000 Penalty: 941.292114
	Iteration 35Q: 3 clusters Score -1913918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1913957.000000 Penalty: 941.292114
	Iteration 36Q: 3 clusters Score -1913957 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1913984.750000 Penalty: 941.292114
	Iteration 37Q: 3 clusters Score -1913985 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1914018.125000 Penalty: 941.292114
	Iteration 38Q: 3 clusters Score -1914018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1914049.625000 Penalty: 941.292114
	Iteration 39Q: 3 clusters Score -1914050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1914083.250000 Penalty: 941.292114
	Iteration 40F: 3 clusters Score -1914083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1914124.500000 Penalty: 941.292114
	Iteration 41Q: 3 clusters Score -1914124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1914159.500000 Penalty: 941.292114
	Iteration 42Q: 3 clusters Score -1914160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1914184.125000 Penalty: 941.292114
	Iteration 43Q: 3 clusters Score -1914184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1914211.125000 Penalty: 941.292114
	Iteration 44Q: 3 clusters Score -1914211 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1914242.500000 Penalty: 941.292114
	Iteration 45Q: 3 clusters Score -1914242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1914249.500000 Penalty: 941.292114
	Iteration 46Q: 3 clusters Score -1914250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1914262.750000 Penalty: 941.292114
	Iteration 47Q: 3 clusters Score -1914263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1914277.625000 Penalty: 941.292114
	Iteration 48Q: 3 clusters Score -1914278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1914288.500000 Penalty: 941.292114
	Iteration 49Q: 3 clusters Score -1914288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1914299.000000 Penalty: 941.292114
	Iteration 50Q: 3 clusters Score -1914299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1914311.125000 Penalty: 941.292114
	Iteration 51Q: 3 clusters Score -1914311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1914320.000000 Penalty: 941.292114
	Iteration 52Q: 3 clusters Score -1914320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1914330.125000 Penalty: 941.292114
	Iteration 53Q: 3 clusters Score -1914330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1914335.250000 Penalty: 941.292114
	Iteration 54Q: 3 clusters Score -1914335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1914334.625000 Penalty: 941.292114
	Iteration 55Q: 3 clusters Score -1914335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1914336.000000 Penalty: 941.292114
	Iteration 56Q: 3 clusters Score -1914336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1914342.125000 Penalty: 941.292114
	Iteration 57Q: 3 clusters Score -1914342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1914345.750000 Penalty: 941.292114
	Iteration 58Q: 3 clusters Score -1914346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1914350.125000 Penalty: 941.292114
	Iteration 59Q: 3 clusters Score -1914350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1914354.500000 Penalty: 941.292114
	Iteration 60F: 3 clusters Score -1914354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1914353.000000 Penalty: 941.292114
	Iteration 61Q: 3 clusters Score -1914353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1914354.625000 Penalty: 941.292114
	Iteration 62Q: 3 clusters Score -1914355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1914353.375000 Penalty: 941.292114
	Iteration 63Q: 3 clusters Score -1914353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1914357.625000 Penalty: 941.292114
	Iteration 64Q: 3 clusters Score -1914358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1914360.625000 Penalty: 941.292114
	Iteration 65Q: 3 clusters Score -1914361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1914362.125000 Penalty: 941.292114
	Iteration 66Q: 3 clusters Score -1914362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1914362.125000 Penalty: 941.292114
	Iteration 67F: 3 clusters Score -1914362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20262.322266 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20262.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19889.873047 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19889.87 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20006.775391 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -20006.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20054.753906 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -20054.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20073.482422 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -20073.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20082.146484 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -20082.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20086.261719 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -20086.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20087.976562 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -20087.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20090.037109 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -20090.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20092.101562 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -20092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20093.074219 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -20093.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20093.560547 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -20093.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20096.208984 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -20096.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20097.869141 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -20097.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20103.183594 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -20103.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20109.587891 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -20109.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20110.806641 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -20110.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20111.710938 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -20111.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20112.378906 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -20112.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20113.494141 Penalty: 522.904541
	Iteration 18Q: 3 clusters Score -20113.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20114.570312 Penalty: 522.904541
	Iteration 19Q: 3 clusters Score -20114.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20114.570312 Penalty: 522.904541
	Iteration 20F: 3 clusters Score -20114.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -72064.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -71153.664062 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -71153.66 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71627.398438 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -71627.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71774.765625 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -71774.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71842.210938 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -71842.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -71871.554688 Penalty: 641.324097
	Iteration 4F: 3 clusters Score -71871.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -71895.500000 Penalty: 641.324097
	Iteration 5Q: 3 clusters Score -71895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71911.304688 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -71911.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71927.468750 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -71927.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -71943.921875 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -71943.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -71966.437500 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -71966.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -71982.921875 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -71982.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -71999.640625 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -71999.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -72011.359375 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -72011.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -72020.695312 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -72020.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -72026.890625 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -72026.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -72030.093750 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -72030.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -72033.703125 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -72033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -72034.859375 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -72034.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -72035.476562 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -72035.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -72037.320312 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -72037.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -72039.070312 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -72039.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -72039.671875 Penalty: 641.324097
	Iteration 21Q: 3 clusters Score -72039.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -72039.820312 Penalty: 641.324097
	Iteration 22Q: 3 clusters Score -72039.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -72040.828125 Penalty: 641.324097
	Iteration 23Q: 3 clusters Score -72040.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -72041.531250 Penalty: 641.324097
	Iteration 24Q: 3 clusters Score -72041.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72041.656250 Penalty: 641.324097
	Iteration 25Q: 3 clusters Score -72041.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72041.656250 Penalty: 641.324097
	Iteration 26F: 3 clusters Score -72041.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13653.341797 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13653.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13774.641602 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13774.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13804.495117 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13824.844727 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13824.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13827.912109 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13827.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13829.114258 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13829.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13833.563477 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13833.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13835.194336 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13835.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13835.194336 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -13835.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -59565.421875 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -59565.42 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 493 members 
Entering Unmasked Estep 
Score: -58816.191406 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -58816.19 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59212.601562 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -59212.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59296.914062 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -59296.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59342.675781 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -59342.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59380.121094 Penalty: 624.985657
	Iteration 4Q: 3 clusters Score -59380.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59412.261719 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -59412.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59429.777344 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -59429.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59441.730469 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -59441.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59453.832031 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -59453.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59459.460938 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -59459.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59476.308594 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -59476.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59499.226562 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -59499.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59514.640625 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -59514.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59522.882812 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -59522.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59526.746094 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -59526.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59529.046875 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -59529.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59531.003906 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -59531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59531.695312 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -59531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59531.867188 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -59531.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59531.960938 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -59531.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59533.027344 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -59533.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59534.273438 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -59534.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59535.132812 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -59535.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59536.878906 Penalty: 624.985657
	Iteration 23Q: 3 clusters Score -59536.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59538.218750 Penalty: 624.985657
	Iteration 24Q: 3 clusters Score -59538.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59538.218750 Penalty: 624.985657
	Iteration 25F: 3 clusters Score -59538.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -13369.466797 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -13369.47 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 191 members 
Entering Unmasked Estep 
Score: -13022.635742 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -13022.64 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13218.440430 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -13218.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13287.423828 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -13287.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13309.587891 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -13309.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13329.221680 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -13329.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13347.359375 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -13347.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13367.550781 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -13367.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13382.581055 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -13382.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13393.988281 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -13393.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13398.816406 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -13398.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13400.718750 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -13400.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13401.869141 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -13401.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13403.931641 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -13403.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13403.931641 Penalty: 542.451477
	Iteration 13F: 3 clusters Score -13403.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 251 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Mstep: Class 77 contains 137 members 
Entering Unmasked Estep 
Score: -53301684.000000 Penalty: 48026.093750
Splitting cluster 27 changes total score from -53301980.000000 to -53301684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4826.531738 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4826.532 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 47 members 
Entering Unmasked Estep 
Score: -4639.900879 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4639.901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4668.699219 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4668.699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4672.186523 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -4672.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4673.135254 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -4673.135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4675.250488 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4675.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4676.275391 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -4676.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4680.970215 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -4680.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4680.970215 Penalty: 425.227417
	Iteration 7F: 3 clusters Score -4680.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -22739.257812 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -22739.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22327.144531 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -22327.14 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22431.468750 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -22431.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22458.230469 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -22458.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22469.154297 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -22469.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22476.607422 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -22476.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22483.095703 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -22483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22485.921875 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -22485.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22490.578125 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -22490.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22492.195312 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -22492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22492.195312 Penalty: 539.350281
	Iteration 9F: 3 clusters Score -22492.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22892.410156 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22892.41 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 150 members 
Entering Unmasked Estep 
Score: -22495.605469 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22495.61 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22644.894531 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22644.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22742.412109 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22742.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22835.972656 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22835.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22875.234375 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -22875.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22881.601562 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22885.216797 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22885.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22888.544922 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22888.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22888.544922 Penalty: 538.374390
	Iteration 8F: 3 clusters Score -22888.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -23735.253906 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -23735.25 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 200 members 
Entering Unmasked Estep 
Score: -23309.443359 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -23309.44 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23427.935547 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -23427.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23482.984375 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -23482.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23508.824219 Penalty: 540.075378
	Iteration 3F: 3 clusters Score -23508.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23518.183594 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -23518.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23532.435547 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -23532.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23542.025391 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -23542.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23555.152344 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -23555.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23559.537109 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -23559.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23561.232422 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -23561.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23563.851562 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -23563.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23566.748047 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -23566.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23571.443359 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -23571.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23581.548828 Penalty: 540.075378
	Iteration 13Q: 3 clusters Score -23581.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23601.052734 Penalty: 540.075378
	Iteration 14Q: 3 clusters Score -23601.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23613.408203 Penalty: 540.075378
	Iteration 15Q: 3 clusters Score -23613.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23622.761719 Penalty: 540.075378
	Iteration 16Q: 3 clusters Score -23622.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23623.183594 Penalty: 540.075378
	Iteration 17Q: 3 clusters Score -23623.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23623.183594 Penalty: 540.075378
	Iteration 18F: 3 clusters Score -23623.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -5532.152832 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -5532.153 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 47 members 
Entering Unmasked Estep 
Score: -5318.674805 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -5318.675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5375.346680 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -5375.347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5405.786133 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -5405.786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5442.677734 Penalty: 415.355682
	Iteration 3F: 3 clusters Score -5442.678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5460.163086 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -5460.163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5462.817383 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -5462.817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5464.651367 Penalty: 415.355682
	Iteration 6Q: 3 clusters Score -5464.651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5465.736328 Penalty: 415.355682
	Iteration 7Q: 3 clusters Score -5465.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5468.327148 Penalty: 415.355682
	Iteration 8Q: 3 clusters Score -5468.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5468.327148 Penalty: 415.355682
	Iteration 9F: 3 clusters Score -5468.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -35316.605469 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -35316.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34783.851562 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34783.85 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35095.332031 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -35095.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35250.136719 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -35250.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35305.226562 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -35305.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35322.410156 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -35322.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35341.449219 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -35341.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35388.187500 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -35388.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35486.648438 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -35486.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35509.625000 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -35509.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35520.398438 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -35520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35523.765625 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -35523.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35527.214844 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -35527.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35531.167969 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -35531.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35535.113281 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -35535.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35535.921875 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -35535.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35535.921875 Penalty: 579.035522
	Iteration 15F: 3 clusters Score -35535.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 405 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Mstep: Class 77 contains 175 members 
Entering Unmasked Estep 
Score: -53301980.000000 Penalty: 48026.093750
Splitting cluster 33 changes total score from -53301980.000000 to -53301980.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (39879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Entering Unmasked Estep 
Score: -2539040.500000 Penalty: 482.009033
	Iteration 0F: 2 clusters Score -2539040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2512344.000000 Penalty: 964.018066
	Iteration 0F: 3 clusters Score -2512344 nChanged 19206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2523483.250000 Penalty: 964.018066
	Iteration 1F: 3 clusters Score -2523483 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2523772.750000 Penalty: 964.018066
	Iteration 2Q: 3 clusters Score -2523773 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2524115.000000 Penalty: 964.018066
	Iteration 3Q: 3 clusters Score -2524115 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2524669.500000 Penalty: 964.018066
	Iteration 4Q: 3 clusters Score -2524670 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2525578.250000 Penalty: 964.018066
	Iteration 5Q: 3 clusters Score -2525578 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2527098.750000 Penalty: 964.018066
	Iteration 6F: 3 clusters Score -2527099 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2529333.000000 Penalty: 964.018066
	Iteration 7F: 3 clusters Score -2529333 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2531421.250000 Penalty: 964.018066
	Iteration 8F: 3 clusters Score -2531421 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2532623.000000 Penalty: 964.018066
	Iteration 9F: 3 clusters Score -2532623 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2533085.000000 Penalty: 964.018066
	Iteration 10Q: 3 clusters Score -2533085 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2533405.250000 Penalty: 964.018066
	Iteration 11Q: 3 clusters Score -2533405 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2533711.500000 Penalty: 964.018066
	Iteration 12Q: 3 clusters Score -2533712 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2534024.250000 Penalty: 964.018066
	Iteration 13Q: 3 clusters Score -2534024 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2534327.250000 Penalty: 964.018066
	Iteration 14Q: 3 clusters Score -2534327 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2534639.750000 Penalty: 964.018066
	Iteration 15Q: 3 clusters Score -2534640 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2534913.750000 Penalty: 964.018066
	Iteration 16Q: 3 clusters Score -2534914 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2535137.000000 Penalty: 964.018066
	Iteration 17Q: 3 clusters Score -2535137 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2535323.500000 Penalty: 964.018066
	Iteration 18Q: 3 clusters Score -2535324 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2535499.000000 Penalty: 964.018066
	Iteration 19Q: 3 clusters Score -2535499 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2535638.500000 Penalty: 964.018066
	Iteration 20F: 3 clusters Score -2535638 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2535746.500000 Penalty: 964.018066
	Iteration 21Q: 3 clusters Score -2535746 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2535819.250000 Penalty: 964.018066
	Iteration 22Q: 3 clusters Score -2535819 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2535853.750000 Penalty: 964.018066
	Iteration 23Q: 3 clusters Score -2535854 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2535899.750000 Penalty: 964.018066
	Iteration 24Q: 3 clusters Score -2535900 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2535931.500000 Penalty: 964.018066
	Iteration 25Q: 3 clusters Score -2535932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2535943.000000 Penalty: 964.018066
	Iteration 26Q: 3 clusters Score -2535943 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2535956.750000 Penalty: 964.018066
	Iteration 27Q: 3 clusters Score -2535957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2535957.500000 Penalty: 964.018066
	Iteration 28Q: 3 clusters Score -2535958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2535973.500000 Penalty: 964.018066
	Iteration 29Q: 3 clusters Score -2535974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2535980.250000 Penalty: 964.018066
	Iteration 30Q: 3 clusters Score -2535980 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2535979.500000 Penalty: 964.018066
	Iteration 31Q: 3 clusters Score -2535980 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2535989.000000 Penalty: 964.018066
	Iteration 32Q: 3 clusters Score -2535989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2535997.500000 Penalty: 964.018066
	Iteration 33Q: 3 clusters Score -2535998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2536009.250000 Penalty: 964.018066
	Iteration 34Q: 3 clusters Score -2536009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2536011.250000 Penalty: 964.018066
	Iteration 35Q: 3 clusters Score -2536011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2536017.750000 Penalty: 964.018066
	Iteration 36Q: 3 clusters Score -2536018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2536021.750000 Penalty: 964.018066
	Iteration 37Q: 3 clusters Score -2536022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2536026.750000 Penalty: 964.018066
	Iteration 38Q: 3 clusters Score -2536027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2536029.750000 Penalty: 964.018066
	Iteration 39Q: 3 clusters Score -2536030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2536036.000000 Penalty: 964.018066
	Iteration 40F: 3 clusters Score -2536036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2536037.000000 Penalty: 964.018066
	Iteration 41Q: 3 clusters Score -2536037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2536036.250000 Penalty: 964.018066
	Iteration 42Q: 3 clusters Score -2536036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2536040.500000 Penalty: 964.018066
	Iteration 43Q: 3 clusters Score -2536040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2536038.750000 Penalty: 964.018066
	Iteration 44Q: 3 clusters Score -2536039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2536040.000000 Penalty: 964.018066
	Iteration 45Q: 3 clusters Score -2536040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2536046.250000 Penalty: 964.018066
	Iteration 46Q: 3 clusters Score -2536046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2536049.000000 Penalty: 964.018066
	Iteration 47Q: 3 clusters Score -2536049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2536049.750000 Penalty: 964.018066
	Iteration 48Q: 3 clusters Score -2536050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2536048.750000 Penalty: 964.018066
	Iteration 49Q: 3 clusters Score -2536049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2536051.000000 Penalty: 964.018066
	Iteration 50Q: 3 clusters Score -2536051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2536047.000000 Penalty: 964.018066
	Iteration 51Q: 3 clusters Score -2536047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2536052.250000 Penalty: 964.018066
	Iteration 52Q: 3 clusters Score -2536052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2536045.500000 Penalty: 964.018066
	Iteration 53Q: 3 clusters Score -2536046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2536052.000000 Penalty: 964.018066
	Iteration 54Q: 3 clusters Score -2536052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2536052.250000 Penalty: 964.018066
	Iteration 55Q: 3 clusters Score -2536052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2536045.750000 Penalty: 964.018066
	Iteration 56Q: 3 clusters Score -2536046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2536045.250000 Penalty: 964.018066
	Iteration 57Q: 3 clusters Score -2536045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2536051.000000 Penalty: 964.018066
	Iteration 58Q: 3 clusters Score -2536051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2536046.500000 Penalty: 964.018066
	Iteration 59Q: 3 clusters Score -2536046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2536050.000000 Penalty: 964.018066
	Iteration 60F: 3 clusters Score -2536050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2536044.250000 Penalty: 964.018066
	Iteration 61Q: 3 clusters Score -2536044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2536047.750000 Penalty: 964.018066
	Iteration 62Q: 3 clusters Score -2536048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2536052.250000 Penalty: 964.018066
	Iteration 63Q: 3 clusters Score -2536052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2536048.000000 Penalty: 964.018066
	Iteration 64Q: 3 clusters Score -2536048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2536049.250000 Penalty: 964.018066
	Iteration 65Q: 3 clusters Score -2536049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2536048.000000 Penalty: 964.018066
	Iteration 66Q: 3 clusters Score -2536048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2536049.000000 Penalty: 964.018066
	Iteration 67Q: 3 clusters Score -2536049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2536045.500000 Penalty: 964.018066
	Iteration 68Q: 3 clusters Score -2536046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2536049.000000 Penalty: 964.018066
	Iteration 69Q: 3 clusters Score -2536049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2536046.500000 Penalty: 964.018066
	Iteration 70Q: 3 clusters Score -2536046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2536048.250000 Penalty: 964.018066
	Iteration 71Q: 3 clusters Score -2536048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2536048.000000 Penalty: 964.018066
	Iteration 72Q: 3 clusters Score -2536048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2536048.500000 Penalty: 964.018066
	Iteration 73Q: 3 clusters Score -2536048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2536048.000000 Penalty: 964.018066
	Iteration 74Q: 3 clusters Score -2536048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2536046.250000 Penalty: 964.018066
	Iteration 75Q: 3 clusters Score -2536046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2536047.000000 Penalty: 964.018066
	Iteration 76Q: 3 clusters Score -2536047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2536047.000000 Penalty: 964.018066
	Iteration 77F: 3 clusters Score -2536047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (85707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Entering Unmasked Estep 
Score: -5342497.000000 Penalty: 516.820435
	Iteration 0F: 2 clusters Score -5342497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5285326.500000 Penalty: 1033.640869
	Iteration 0F: 3 clusters Score -5285326 nChanged 41900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5310294.500000 Penalty: 1033.640869
	Iteration 1F: 3 clusters Score -5310294 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5311033.000000 Penalty: 1033.640869
	Iteration 2Q: 3 clusters Score -5311033 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5312212.000000 Penalty: 1033.640869
	Iteration 3Q: 3 clusters Score -5312212 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -5314156.500000 Penalty: 1033.640869
	Iteration 4Q: 3 clusters Score -5314156 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -5317677.500000 Penalty: 1033.640869
	Iteration 5F: 3 clusters Score -5317678 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5322856.000000 Penalty: 1033.640869
	Iteration 6F: 3 clusters Score -5322856 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5328136.500000 Penalty: 1033.640869
	Iteration 7F: 3 clusters Score -5328136 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -5331328.500000 Penalty: 1033.640869
	Iteration 8F: 3 clusters Score -5331328 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5332603.500000 Penalty: 1033.640869
	Iteration 9Q: 3 clusters Score -5332604 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5333413.000000 Penalty: 1033.640869
	Iteration 10Q: 3 clusters Score -5333413 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5334077.000000 Penalty: 1033.640869
	Iteration 11Q: 3 clusters Score -5334077 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5334768.500000 Penalty: 1033.640869
	Iteration 12Q: 3 clusters Score -5334768 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5335483.500000 Penalty: 1033.640869
	Iteration 13Q: 3 clusters Score -5335484 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -5336145.500000 Penalty: 1033.640869
	Iteration 14Q: 3 clusters Score -5336146 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -5336819.000000 Penalty: 1033.640869
	Iteration 15Q: 3 clusters Score -5336819 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5337451.000000 Penalty: 1033.640869
	Iteration 16Q: 3 clusters Score -5337451 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5337914.000000 Penalty: 1033.640869
	Iteration 17Q: 3 clusters Score -5337914 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5338211.500000 Penalty: 1033.640869
	Iteration 18Q: 3 clusters Score -5338212 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5338503.000000 Penalty: 1033.640869
	Iteration 19Q: 3 clusters Score -5338503 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5338790.000000 Penalty: 1033.640869
	Iteration 20F: 3 clusters Score -5338790 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5338985.500000 Penalty: 1033.640869
	Iteration 21Q: 3 clusters Score -5338986 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5339135.000000 Penalty: 1033.640869
	Iteration 22Q: 3 clusters Score -5339135 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -5339199.500000 Penalty: 1033.640869
	Iteration 23Q: 3 clusters Score -5339200 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5339249.500000 Penalty: 1033.640869
	Iteration 24Q: 3 clusters Score -5339250 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -5339307.000000 Penalty: 1033.640869
	Iteration 25Q: 3 clusters Score -5339307 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5339346.500000 Penalty: 1033.640869
	Iteration 26Q: 3 clusters Score -5339346 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -5339361.000000 Penalty: 1033.640869
	Iteration 27Q: 3 clusters Score -5339361 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5339378.500000 Penalty: 1033.640869
	Iteration 28Q: 3 clusters Score -5339378 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -5339359.000000 Penalty: 1033.640869
	Iteration 29Q: 3 clusters Score -5339359 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -5339379.500000 Penalty: 1033.640869
	Iteration 30Q: 3 clusters Score -5339380 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5339334.000000 Penalty: 1033.640869
	Iteration 31Q: 3 clusters Score -5339334 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -5339360.000000 Penalty: 1033.640869
	Iteration 32Q: 3 clusters Score -5339360 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -5339338.500000 Penalty: 1033.640869
	Iteration 33Q: 3 clusters Score -5339338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5339357.500000 Penalty: 1033.640869
	Iteration 34Q: 3 clusters Score -5339358 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5339340.000000 Penalty: 1033.640869
	Iteration 35Q: 3 clusters Score -5339340 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5339352.000000 Penalty: 1033.640869
	Iteration 36Q: 3 clusters Score -5339352 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5339324.500000 Penalty: 1033.640869
	Iteration 37Q: 3 clusters Score -5339324 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5339280.500000 Penalty: 1033.640869
	Iteration 38Q: 3 clusters Score -5339280 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5339314.500000 Penalty: 1033.640869
	Iteration 39Q: 3 clusters Score -5339314 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5339317.500000 Penalty: 1033.640869
	Iteration 40F: 3 clusters Score -5339318 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5339340.500000 Penalty: 1033.640869
	Iteration 41Q: 3 clusters Score -5339340 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5339340.000000 Penalty: 1033.640869
	Iteration 42Q: 3 clusters Score -5339340 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5339315.000000 Penalty: 1033.640869
	Iteration 43Q: 3 clusters Score -5339315 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -5339296.000000 Penalty: 1033.640869
	Iteration 44Q: 3 clusters Score -5339296 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5339289.500000 Penalty: 1033.640869
	Iteration 45Q: 3 clusters Score -5339290 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -5339275.000000 Penalty: 1033.640869
	Iteration 46Q: 3 clusters Score -5339275 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5339221.500000 Penalty: 1033.640869
	Iteration 47Q: 3 clusters Score -5339222 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5339146.500000 Penalty: 1033.640869
	Iteration 48Q: 3 clusters Score -5339146 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5339090.000000 Penalty: 1033.640869
	Iteration 49Q: 3 clusters Score -5339090 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -5339009.500000 Penalty: 1033.640869
	Iteration 50Q: 3 clusters Score -5339010 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5338935.500000 Penalty: 1033.640869
	Iteration 51Q: 3 clusters Score -5338936 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -5338916.000000 Penalty: 1033.640869
	Iteration 52Q: 3 clusters Score -5338916 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -5338819.500000 Penalty: 1033.640869
	Iteration 53Q: 3 clusters Score -5338820 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5338718 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5338629.500000 Penalty: 1033.640869
	Iteration 55Q: 3 clusters Score -5338630 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5338568 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5338465 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5338380 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -5338279.500000 Penalty: 1033.640869
	Iteration 59Q: 3 clusters Score -5338280 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -5338228.000000 Penalty: 1033.640869
	Iteration 60F: 3 clusters Score -5338228 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5338250 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5338254.000000 Penalty: 1033.640869
	Iteration 62Q: 3 clusters Score -5338254 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5338179 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -5338126.000000 Penalty: 1033.640869
	Iteration 64Q: 3 clusters Score -5338126 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5338116 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -5338128.500000 Penalty: 1033.640869
	Iteration 66Q: 3 clusters Score -5338128 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -5338161.000000 Penalty: 1033.640869
	Iteration 67Q: 3 clusters Score -5338161 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -5338160.000000 Penalty: 1033.640869
	Iteration 68Q: 3 clusters Score -5338160 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -5338177.000000 Penalty: 1033.640869
	Iteration 69Q: 3 clusters Score -5338177 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -5338270.500000 Penalty: 1033.640869
	Iteration 70Q: 3 clusters Score -5338270 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -5338328.500000 Penalty: 1033.640869
	Iteration 71Q: 3 clusters Score -5338328 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5338570 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -5338820.000000 Penalty: 1033.640869
	Iteration 73Q: 3 clusters Score -5338820 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 74870 members 
Entering Unmasked Estep 
Score: -5339159.000000 Penalty: 1033.640869
	Iteration 74Q: 3 clusters Score -5339159 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -5339725.500000 Penalty: 1033.640869
	Iteration 75Q: 3 clusters Score -5339726 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -5340267.500000 Penalty: 1033.640869
	Iteration 76Q: 3 clusters Score -5340268 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5340674 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5340893 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -5341133.500000 Penalty: 1033.640869
	Iteration 79Q: 3 clusters Score -5341134 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -5341328.500000 Penalty: 1033.640869
	Iteration 80F: 3 clusters Score -5341328 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 80734 members 
Entering Unmasked Estep 
Score: -5341489.000000 Penalty: 1033.640869
	Iteration 81Q: 3 clusters Score -5341489 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -5341632.500000 Penalty: 1033.640869
	Iteration 82Q: 3 clusters Score -5341632 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5341766 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -5341860.500000 Penalty: 1033.640869
	Iteration 84Q: 3 clusters Score -5341860 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -5341932.500000 Penalty: 1033.640869
	Iteration 85Q: 3 clusters Score -5341932 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -5342029.500000 Penalty: 1033.640869
	Iteration 86Q: 3 clusters Score -5342030 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -5342071.500000 Penalty: 1033.640869
	Iteration 87Q: 3 clusters Score -5342072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5342097 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -5342129.000000 Penalty: 1033.640869
	Iteration 89Q: 3 clusters Score -5342129 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -5342148.000000 Penalty: 1033.640869
	Iteration 90Q: 3 clusters Score -5342148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -5342161.000000 Penalty: 1033.640869
	Iteration 91Q: 3 clusters Score -5342161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -5342162.000000 Penalty: 1033.640869
	Iteration 92Q: 3 clusters Score -5342162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -5342172.500000 Penalty: 1033.640869
	Iteration 93Q: 3 clusters Score -5342172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -5342149.500000 Penalty: 1033.640869
	Iteration 94Q: 3 clusters Score -5342150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -5342128.000000 Penalty: 1033.640869
	Iteration 95Q: 3 clusters Score -5342128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -5342124.500000 Penalty: 1033.640869
	Iteration 96Q: 3 clusters Score -5342124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -5342130.000000 Penalty: 1033.640869
	Iteration 97Q: 3 clusters Score -5342130 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -5342134.500000 Penalty: 1033.640869
	Iteration 98Q: 3 clusters Score -5342134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -5342128.500000 Penalty: 1033.640869
	Iteration 99Q: 3 clusters Score -5342128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -5342136.000000 Penalty: 1033.640869
	Iteration 100F: 3 clusters Score -5342136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -5342142.500000 Penalty: 1033.640869
	Iteration 101Q: 3 clusters Score -5342142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -5342152.500000 Penalty: 1033.640869
	Iteration 102Q: 3 clusters Score -5342152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -5342152.500000 Penalty: 1033.640869
	Iteration 103Q: 3 clusters Score -5342152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -5342156.500000 Penalty: 1033.640869
	Iteration 104Q: 3 clusters Score -5342156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -5342167.000000 Penalty: 1033.640869
	Iteration 105Q: 3 clusters Score -5342167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -5342167.500000 Penalty: 1033.640869
	Iteration 106Q: 3 clusters Score -5342168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 84688 members 
Entering Unmasked Estep 
Score: -5342171.000000 Penalty: 1033.640869
	Iteration 107Q: 3 clusters Score -5342171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -5342169.000000 Penalty: 1033.640869
	Iteration 108Q: 3 clusters Score -5342169 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5342167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -5342171.500000 Penalty: 1033.640869
	Iteration 110Q: 3 clusters Score -5342172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -5342174.500000 Penalty: 1033.640869
	Iteration 111Q: 3 clusters Score -5342174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -5342180.000000 Penalty: 1033.640869
	Iteration 112Q: 3 clusters Score -5342180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -5342177.000000 Penalty: 1033.640869
	Iteration 113Q: 3 clusters Score -5342177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -5342177.000000 Penalty: 1033.640869
	Iteration 114Q: 3 clusters Score -5342177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -5342180.000000 Penalty: 1033.640869
	Iteration 115Q: 3 clusters Score -5342180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -5342180.500000 Penalty: 1033.640869
	Iteration 116Q: 3 clusters Score -5342180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -5342181.000000 Penalty: 1033.640869
	Iteration 117Q: 3 clusters Score -5342181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -5342183.000000 Penalty: 1033.640869
	Iteration 118Q: 3 clusters Score -5342183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -5342179.000000 Penalty: 1033.640869
	Iteration 119Q: 3 clusters Score -5342179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -5342179.000000 Penalty: 1033.640869
	Iteration 120F: 3 clusters Score -5342179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -15322.359375 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -15322.36 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 118 members 
Entering Unmasked Estep 
Score: -15019.667969 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -15019.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15083.406250 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -15083.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15108.406250 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -15108.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15121.525391 Penalty: 492.865143
	Iteration 3F: 3 clusters Score -15121.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15128.994141 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -15128.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15137.813477 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -15137.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15139.007812 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -15139.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15139.606445 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -15139.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15139.606445 Penalty: 492.865143
	Iteration 8F: 3 clusters Score -15139.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -25744.646484 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -25744.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25336.732422 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -25336.73 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25582.341797 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -25582.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25753.181641 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -25753.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25870.843750 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -25870.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25906.802734 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -25906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25918.271484 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -25918.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25918.679688 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -25918.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25918.679688 Penalty: 547.248108
	Iteration 7F: 3 clusters Score -25918.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 286 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Mstep: Class 77 contains 123 members 
Entering Unmasked Estep 
Score: -53301860.000000 Penalty: 48026.093750
Splitting cluster 37 changes total score from -53301980.000000 to -53301860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14481.609375 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14481.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14160.148438 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14160.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14272.597656 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14272.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14338.742188 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14338.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14405.777344 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14405.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14426.075195 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14426.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14433.440430 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14433.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14438.454102 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14438.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14441.601562 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14443.841797 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14443.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14447.543945 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14447.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14450.291992 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14450.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14451.333008 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -14451.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14451.333008 Penalty: 506.371338
	Iteration 12F: 3 clusters Score -14451.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -17907.189453 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -17907.19 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 153 members 
Entering Unmasked Estep 
Score: -17584.828125 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -17584.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17703.568359 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -17703.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17758.128906 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -17758.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17767.691406 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -17767.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17770.507812 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -17770.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17772.164062 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -17772.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17779.148438 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -17779.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17790.140625 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -17790.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17805.859375 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -17805.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17815.736328 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -17815.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17827.615234 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -17827.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17850.941406 Penalty: 516.272400
	Iteration 11Q: 3 clusters Score -17850.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17862.929688 Penalty: 516.272400
	Iteration 12Q: 3 clusters Score -17862.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17873.591797 Penalty: 516.272400
	Iteration 13Q: 3 clusters Score -17873.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17877.578125 Penalty: 516.272400
	Iteration 14Q: 3 clusters Score -17877.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17879.779297 Penalty: 516.272400
	Iteration 15Q: 3 clusters Score -17879.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17879.779297 Penalty: 516.272400
	Iteration 16F: 3 clusters Score -17879.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17285.251953 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17285.25 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 144 members 
Entering Unmasked Estep 
Score: -16967.681641 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -16967.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17103.369141 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17103.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17135.492188 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17135.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17142.558594 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -17142.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17146.824219 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17146.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17151.917969 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17151.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17154.062500 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17154.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17154.326172 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17154.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17154.326172 Penalty: 512.765869
	Iteration 8F: 3 clusters Score -17154.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -12616.816406 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -12616.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12333.563477 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -12333.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12381.021484 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -12381.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12395.198242 Penalty: 474.559143
	Iteration 2Q: 3 clusters Score -12395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12400.232422 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -12400.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12404.186523 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -12404.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12404.940430 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -12404.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12404.940430 Penalty: 474.559143
	Iteration 6F: 3 clusters Score -12404.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -27866.615234 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -27866.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27410.953125 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -27410.95 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27594.878906 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -27594.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27641.466797 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -27641.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27687.857422 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -27687.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27729.673828 Penalty: 563.132019
	Iteration 4F: 3 clusters Score -27729.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27773.945312 Penalty: 563.132019
	Iteration 5F: 3 clusters Score -27773.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27798.906250 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -27798.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27818.615234 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -27818.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27822.990234 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -27822.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27827.349609 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -27827.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27829.337891 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -27829.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27829.931641 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -27829.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27830.466797 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -27830.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27832.287109 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -27832.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27832.279297 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -27832.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27832.279297 Penalty: 563.132019
	Iteration 15F: 3 clusters Score -27832.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -5573.002930 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -5573.003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5387.383789 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -5387.384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5421.367188 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -5421.367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5429.773438 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -5429.773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -33921.941406 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -33921.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33462.121094 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -33462.12 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33592.812500 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -33592.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33631.675781 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -33631.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33650.285156 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -33650.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33657.691406 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -33657.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33660.261719 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -33660.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33661.828125 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -33661.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33663.183594 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -33663.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33664.292969 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -33664.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33664.292969 Penalty: 558.729492
	Iteration 9F: 3 clusters Score -33664.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -23415.183594 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -23415.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23010.318359 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -23010.32 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23117.890625 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -23117.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23143.154297 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -23143.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23158.191406 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -23158.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23165.433594 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -23165.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23170.714844 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -23170.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23174.060547 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -23174.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23179.761719 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -23179.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23180.751953 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -23180.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23181.634766 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -23181.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23183.449219 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -23183.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23184.236328 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -23184.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23184.632812 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -23184.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23184.632812 Penalty: 538.863647
	Iteration 13F: 3 clusters Score -23184.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -59638.324219 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -59638.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58866.484375 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -58866.48 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59124.527344 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -59124.53 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59197.171875 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -59197.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59241.582031 Penalty: 620.819946
	Iteration 3F: 3 clusters Score -59241.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59271.066406 Penalty: 620.819946
	Iteration 4Q: 3 clusters Score -59271.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59294.585938 Penalty: 620.819946
	Iteration 5Q: 3 clusters Score -59294.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59304.558594 Penalty: 620.819946
	Iteration 6Q: 3 clusters Score -59304.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59315.253906 Penalty: 620.819946
	Iteration 7Q: 3 clusters Score -59315.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59323.308594 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -59323.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59329.699219 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -59329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59334.316406 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -59334.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59336.074219 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -59336.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59337.648438 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -59337.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59342.546875 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -59342.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59351.835938 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -59351.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59364.808594 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -59364.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59377.925781 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -59377.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59388.156250 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -59388.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59400.617188 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -59400.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59409.652344 Penalty: 620.819946
	Iteration 19Q: 3 clusters Score -59409.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59416.617188 Penalty: 620.819946
	Iteration 20F: 3 clusters Score -59416.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59426.453125 Penalty: 620.819946
	Iteration 21Q: 3 clusters Score -59426.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59431.742188 Penalty: 620.819946
	Iteration 22Q: 3 clusters Score -59431.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59432.781250 Penalty: 620.819946
	Iteration 23Q: 3 clusters Score -59432.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59433.500000 Penalty: 620.819946
	Iteration 24Q: 3 clusters Score -59433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59434.246094 Penalty: 620.819946
	Iteration 25Q: 3 clusters Score -59434.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59434.246094 Penalty: 620.819946
	Iteration 26F: 3 clusters Score -59434.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -79479.593750 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -79479.59 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 679 members 
Entering Unmasked Estep 
Score: -78440.851562 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -78440.85 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -78735.609375 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -78735.61 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -78829.226562 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -78829.23 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -78912.882812 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -78912.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -78977.445312 Penalty: 657.054016
	Iteration 4F: 3 clusters Score -78977.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79035.109375 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -79035.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79111.273438 Penalty: 657.054016
	Iteration 6F: 3 clusters Score -79111.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79184.781250 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -79184.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -79261.585938 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -79261.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79338.679688 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -79338.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -79394.796875 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -79394.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -79434.789062 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -79434.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -79452.804688 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -79452.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79460.843750 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -79460.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -79469.468750 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -79469.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -79474.609375 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -79474.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -79478.500000 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -79478.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -79484.664062 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -79484.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -79488.640625 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -79488.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -79492.687500 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -79492.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -79494.289062 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -79494.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -79495.218750 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -79495.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -79496.250000 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -79496.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -79497.093750 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -79497.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -79498.531250 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -79498.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -79499.140625 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -79499.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -79499.273438 Penalty: 657.054016
	Iteration 26Q: 3 clusters Score -79499.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -79499.273438 Penalty: 657.054016
	Iteration 27F: 3 clusters Score -79499.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 666 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Mstep: Class 77 contains 701 members 
Entering Unmasked Estep 
Score: -53301768.000000 Penalty: 48026.093750
Splitting cluster 47 changes total score from -53301980.000000 to -53301768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -28261.787109 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -28261.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27828.296875 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27828.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27933.123047 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27933.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27973.623047 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -27973.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28004.681641 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -28004.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28039.839844 Penalty: 553.896484
	Iteration 4F: 3 clusters Score -28039.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28063.400391 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -28063.4 nChanged 11
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: -28085.111328 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -28085.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28098.046875 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -28098.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28116.511719 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -28116.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28129.640625 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -28129.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28133.193359 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -28133.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28134.187500 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -28134.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28134.386719 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -28134.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28134.386719 Penalty: 553.896484
	Iteration 13F: 3 clusters Score -28134.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 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 185 members 
Entering Unmasked Estep 
Score: -21598.939453 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21598.94 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21723.791016 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21723.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21768.751953 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21768.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21792.232422 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -21792.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21814.337891 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21814.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21844.187500 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21844.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21880.289062 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21880.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21893.888672 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21893.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21898.859375 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21898.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21912.488281 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21912.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21927.800781 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21935.093750 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21935.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21940.261719 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -21940.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21945.427734 Penalty: 533.848572
	Iteration 13Q: 3 clusters Score -21945.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21949.255859 Penalty: 533.848572
	Iteration 14Q: 3 clusters Score -21949.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21958.126953 Penalty: 533.848572
	Iteration 15Q: 3 clusters Score -21958.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21966.781250 Penalty: 533.848572
	Iteration 16Q: 3 clusters Score -21966.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21969.771484 Penalty: 533.848572
	Iteration 17Q: 3 clusters Score -21969.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21977.064453 Penalty: 533.848572
	Iteration 18Q: 3 clusters Score -21977.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21980.201172 Penalty: 533.848572
	Iteration 19Q: 3 clusters Score -21980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21980.201172 Penalty: 533.848572
	Iteration 20F: 3 clusters Score -21980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -9093.157227 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -9093.157 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 113 members 
Entering Unmasked Estep 
Score: -8817.261719 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -8817.262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8930.945312 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -8930.945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8950.892578 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -8950.893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8954.103516 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -8954.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8959.718750 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -8959.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8976.325195 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -8976.325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9014.411133 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -9014.411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9037.746094 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -9037.746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9040.479492 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -9040.479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9045.832031 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -9045.832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9052.528320 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -9052.528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9058.766602 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -9058.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9060.657227 Penalty: 487.449371
	Iteration 12Q: 3 clusters Score -9060.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9063.929688 Penalty: 487.449371
	Iteration 13Q: 3 clusters Score -9063.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9070.124023 Penalty: 487.449371
	Iteration 14Q: 3 clusters Score -9070.124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9071.961914 Penalty: 487.449371
	Iteration 15Q: 3 clusters Score -9071.962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9072.871094 Penalty: 487.449371
	Iteration 16Q: 3 clusters Score -9072.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9072.871094 Penalty: 487.449371
	Iteration 17F: 3 clusters Score -9072.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -3339.361816 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -3339.362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3167.335938 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -3167.336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3211.220215 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -3211.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3212.881592 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -3212.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3216.072510 Penalty: 394.096741
	Iteration 3Q: 3 clusters Score -3216.073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3219.850098 Penalty: 394.096741
	Iteration 4Q: 3 clusters Score -3219.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3219.850098 Penalty: 394.096741
	Iteration 5F: 3 clusters Score -3219.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -9189.639648 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -9189.64 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 72 members 
Entering Unmasked Estep 
Score: -8955.409180 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8955.409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9019.592773 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -9019.593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9042.737305 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -9042.737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9058.302734 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -9058.303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9055.519531 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -9055.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9069.964844 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -9069.965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9069.964844 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -9069.965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -66722.148438 Penalty: 315.691925
	Iteration 0F: 2 clusters Score -66722.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -65889.562500 Penalty: 631.383850
	Iteration 0F: 3 clusters Score -65889.56 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -66144.875000 Penalty: 631.383850
	Iteration 1F: 3 clusters Score -66144.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66208.640625 Penalty: 631.383850
	Iteration 2F: 3 clusters Score -66208.64 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66290.054688 Penalty: 631.383850
	Iteration 3F: 3 clusters Score -66290.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66360.218750 Penalty: 631.383850
	Iteration 4F: 3 clusters Score -66360.22 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66407.000000 Penalty: 631.383850
	Iteration 5F: 3 clusters Score -66407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66438.351562 Penalty: 631.383850
	Iteration 6Q: 3 clusters Score -66438.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66457.078125 Penalty: 631.383850
	Iteration 7Q: 3 clusters Score -66457.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -66473.500000 Penalty: 631.383850
	Iteration 8Q: 3 clusters Score -66473.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -66479.671875 Penalty: 631.383850
	Iteration 9Q: 3 clusters Score -66479.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -66483.718750 Penalty: 631.383850
	Iteration 10Q: 3 clusters Score -66483.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -66488.710938 Penalty: 631.383850
	Iteration 11Q: 3 clusters Score -66488.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66495.406250 Penalty: 631.383850
	Iteration 12Q: 3 clusters Score -66495.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66500.062500 Penalty: 631.383850
	Iteration 13Q: 3 clusters Score -66500.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -66507.664062 Penalty: 631.383850
	Iteration 14Q: 3 clusters Score -66507.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66514.203125 Penalty: 631.383850
	Iteration 15Q: 3 clusters Score -66514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66521.007812 Penalty: 631.383850
	Iteration 16Q: 3 clusters Score -66521.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -66524.687500 Penalty: 631.383850
	Iteration 17Q: 3 clusters Score -66524.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -66526.820312 Penalty: 631.383850
	Iteration 18Q: 3 clusters Score -66526.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -66527.945312 Penalty: 631.383850
	Iteration 19Q: 3 clusters Score -66527.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -66529.632812 Penalty: 631.383850
	Iteration 20F: 3 clusters Score -66529.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -66531.101562 Penalty: 631.383850
	Iteration 21Q: 3 clusters Score -66531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -66531.742188 Penalty: 631.383850
	Iteration 22Q: 3 clusters Score -66531.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -66531.804688 Penalty: 631.383850
	Iteration 23Q: 3 clusters Score -66531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -66531.804688 Penalty: 631.383850
	Iteration 24F: 3 clusters Score -66531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -46629.222656 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -46629.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -45974.617188 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -45974.62 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46199.460938 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -46199.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46262.308594 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -46262.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46298.363281 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -46298.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46317.070312 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -46317.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46327.617188 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -46327.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46340.039062 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -46340.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46346.769531 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -46346.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46359.023438 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -46359.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46372.281250 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -46372.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46382.796875 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -46382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46391.035156 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -46391.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46398.703125 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -46398.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46403.261719 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -46403.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46405.027344 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -46405.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46407.328125 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -46407.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46409.378906 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -46409.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46409.714844 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -46409.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46409.785156 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -46409.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46409.785156 Penalty: 599.967041
	Iteration 19F: 3 clusters Score -46409.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -12517.358398 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -12517.36 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: -12237.038086 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -12237.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12325.703125 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -12325.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12377.857422 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -12377.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12417.150391 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -12417.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12444.811523 Penalty: 486.152405
	Iteration 4F: 3 clusters Score -12444.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12463.433594 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -12463.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12467.364258 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -12467.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12469.462891 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -12469.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12471.170898 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -12471.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12471.170898 Penalty: 486.152405
	Iteration 9F: 3 clusters Score -12471.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (82467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Entering Unmasked Estep 
Score: -5104227.500000 Penalty: 515.066956
	Iteration 0F: 2 clusters Score -5104228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5048756.500000 Penalty: 1030.133911
	Iteration 0F: 3 clusters Score -5048756 nChanged 40312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -5072249.500000 Penalty: 1030.133911
	Iteration 1F: 3 clusters Score -5072250 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5073184.500000 Penalty: 1030.133911
	Iteration 2Q: 3 clusters Score -5073184 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5074769.000000 Penalty: 1030.133911
	Iteration 3Q: 3 clusters Score -5074769 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -5077470.000000 Penalty: 1030.133911
	Iteration 4F: 3 clusters Score -5077470 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -5081718.500000 Penalty: 1030.133911
	Iteration 5F: 3 clusters Score -5081718 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -5086645.500000 Penalty: 1030.133911
	Iteration 6F: 3 clusters Score -5086646 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -5090864.000000 Penalty: 1030.133911
	Iteration 7F: 3 clusters Score -5090864 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -5093264.000000 Penalty: 1030.133911
	Iteration 8Q: 3 clusters Score -5093264 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -5094682.500000 Penalty: 1030.133911
	Iteration 9Q: 3 clusters Score -5094682 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -5095796.000000 Penalty: 1030.133911
	Iteration 10Q: 3 clusters Score -5095796 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -5096809.500000 Penalty: 1030.133911
	Iteration 11Q: 3 clusters Score -5096810 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -5097812.000000 Penalty: 1030.133911
	Iteration 12Q: 3 clusters Score -5097812 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -5098909.500000 Penalty: 1030.133911
	Iteration 13Q: 3 clusters Score -5098910 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -5099974.500000 Penalty: 1030.133911
	Iteration 14Q: 3 clusters Score -5099974 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -5100915.000000 Penalty: 1030.133911
	Iteration 15Q: 3 clusters Score -5100915 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -5101715.500000 Penalty: 1030.133911
	Iteration 16Q: 3 clusters Score -5101716 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -5102337.000000 Penalty: 1030.133911
	Iteration 17Q: 3 clusters Score -5102337 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -5102823.000000 Penalty: 1030.133911
	Iteration 18Q: 3 clusters Score -5102823 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -5103188.500000 Penalty: 1030.133911
	Iteration 19Q: 3 clusters Score -5103188 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -5103468.000000 Penalty: 1030.133911
	Iteration 20F: 3 clusters Score -5103468 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -5103612.000000 Penalty: 1030.133911
	Iteration 21Q: 3 clusters Score -5103612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -5103679.000000 Penalty: 1030.133911
	Iteration 22Q: 3 clusters Score -5103679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -5103724.500000 Penalty: 1030.133911
	Iteration 23Q: 3 clusters Score -5103724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -5103758.500000 Penalty: 1030.133911
	Iteration 24Q: 3 clusters Score -5103758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -5103775.500000 Penalty: 1030.133911
	Iteration 25Q: 3 clusters Score -5103776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -5103789.000000 Penalty: 1030.133911
	Iteration 26Q: 3 clusters Score -5103789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -5103795.000000 Penalty: 1030.133911
	Iteration 27Q: 3 clusters Score -5103795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -5103800.000000 Penalty: 1030.133911
	Iteration 28Q: 3 clusters Score -5103800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -5103812.000000 Penalty: 1030.133911
	Iteration 29Q: 3 clusters Score -5103812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -5103813.000000 Penalty: 1030.133911
	Iteration 30Q: 3 clusters Score -5103813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -5103812.500000 Penalty: 1030.133911
	Iteration 31Q: 3 clusters Score -5103812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -5103815.500000 Penalty: 1030.133911
	Iteration 32Q: 3 clusters Score -5103816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -5103821.000000 Penalty: 1030.133911
	Iteration 33Q: 3 clusters Score -5103821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -5103825.000000 Penalty: 1030.133911
	Iteration 34Q: 3 clusters Score -5103825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -5103823.500000 Penalty: 1030.133911
	Iteration 35Q: 3 clusters Score -5103824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -5103823.500000 Penalty: 1030.133911
	Iteration 36F: 3 clusters Score -5103824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10906.118164 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10906.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10960.656250 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10960.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10974.187500 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -10974.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10978.280273 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -10978.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10984.478516 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -10984.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10985.417969 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -10985.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10986.313477 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -10986.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10986.313477 Penalty: 471.029633
	Iteration 7F: 3 clusters Score -10986.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10843.044922 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10843.04 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 103 members 
Entering Unmasked Estep 
Score: -10541.708984 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -10541.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10604.874023 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -10604.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10633.948242 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -10633.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10649.897461 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -10649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10663.452148 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10663.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10686.525391 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10686.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10761.240234 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10761.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10802.375000 Penalty: 482.600739
	Iteration 7F: 3 clusters Score -10802.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10824.042969 Penalty: 482.600739
	Iteration 8F: 3 clusters Score -10824.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10833.840820 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -10833.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10837.212891 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -10837.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10839.950195 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -10839.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10860.787109 Penalty: 482.600739
	Iteration 12Q: 3 clusters Score -10860.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10868.507812 Penalty: 482.600739
	Iteration 13Q: 3 clusters Score -10868.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10877.391602 Penalty: 482.600739
	Iteration 14Q: 3 clusters Score -10877.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10880.271484 Penalty: 482.600739
	Iteration 15Q: 3 clusters Score -10880.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10908.490234 Penalty: 482.600739
	Iteration 16Q: 3 clusters Score -10908.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10917.516602 Penalty: 482.600739
	Iteration 17Q: 3 clusters Score -10917.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10918.680664 Penalty: 482.600739
	Iteration 18Q: 3 clusters Score -10918.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10918.680664 Penalty: 482.600739
	Iteration 19F: 3 clusters Score -10918.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 65 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Mstep: Class 77 contains 136 members 
Entering Unmasked Estep 
Score: -53301756.000000 Penalty: 48026.093750
Splitting cluster 58 changes total score from -53301980.000000 to -53301756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -15667.730469 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -15667.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15351.395508 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -15351.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15418.625977 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -15418.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15468.396484 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -15468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15488.080078 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -15488.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15506.900391 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -15506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15517.058594 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -15517.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15528.546875 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -15528.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15533.399414 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -15533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15540.217773 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -15540.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15544.486328 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -15544.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15550.845703 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -15550.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15557.575195 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -15557.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15558.333008 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -15558.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15559.311523 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -15559.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15559.311523 Penalty: 501.722015
	Iteration 14F: 3 clusters Score -15559.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -24220.013672 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24220.01 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: -23797.042969 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -23797.04 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23909.138672 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -23909.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23942.935547 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -23942.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23964.746094 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -23964.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23982.720703 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -23982.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24002.623047 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -24002.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24022.621094 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -24022.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24034.921875 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -24034.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24047.478516 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -24047.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24059.041016 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -24059.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24087.208984 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -24087.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24106.023438 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -24106.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24115.648438 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -24115.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24122.468750 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -24122.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24128.804688 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -24128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24134.929688 Penalty: 543.384827
	Iteration 15Q: 3 clusters Score -24134.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24136.904297 Penalty: 543.384827
	Iteration 16Q: 3 clusters Score -24136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24136.904297 Penalty: 543.384827
	Iteration 17F: 3 clusters Score -24136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -9904.024414 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9904.024 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: -9663.509766 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9663.51 nChanged 52
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: -9798.422852 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9798.423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9828.448242 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9828.448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9845.528320 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9845.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9842.568359 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9842.568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9848.342773 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9848.343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9852.076172 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9852.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9853.011719 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9853.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9852.638672 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9852.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9855.132812 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -9855.133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9857.946289 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -9857.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9859.882812 Penalty: 478.432068
	Iteration 11Q: 3 clusters Score -9859.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9862.389648 Penalty: 478.432068
	Iteration 12Q: 3 clusters Score -9862.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9862.389648 Penalty: 478.432068
	Iteration 13F: 3 clusters Score -9862.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -6521.248047 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -6521.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6297.391602 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -6297.392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6367.834961 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -6367.835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6388.458496 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -6388.458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6394.086426 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -6394.086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6397.595703 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -6397.596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6401.858887 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -6401.859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6404.953125 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -6404.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6404.953125 Penalty: 438.645630
	Iteration 7F: 3 clusters Score -6404.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -126448.265625 Penalty: 345.153381
	Iteration 0F: 2 clusters Score -126448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -125035.625000 Penalty: 690.306763
	Iteration 0F: 3 clusters Score -125035.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -125548.476562 Penalty: 690.306763
	Iteration 1F: 3 clusters Score -125548.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -125644.164062 Penalty: 690.306763
	Iteration 2F: 3 clusters Score -125644.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -125738.171875 Penalty: 690.306763
	Iteration 3F: 3 clusters Score -125738.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -125824.156250 Penalty: 690.306763
	Iteration 4F: 3 clusters Score -125824.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -125878.953125 Penalty: 690.306763
	Iteration 5Q: 3 clusters Score -125879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -125914.007812 Penalty: 690.306763
	Iteration 6Q: 3 clusters Score -125914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -125939.257812 Penalty: 690.306763
	Iteration 7Q: 3 clusters Score -125939.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -125960.921875 Penalty: 690.306763
	Iteration 8Q: 3 clusters Score -125960.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -125978.757812 Penalty: 690.306763
	Iteration 9Q: 3 clusters Score -125978.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125999.265625 Penalty: 690.306763
	Iteration 10Q: 3 clusters Score -125999.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126012.804688 Penalty: 690.306763
	Iteration 11Q: 3 clusters Score -126012.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -126021.234375 Penalty: 690.306763
	Iteration 12Q: 3 clusters Score -126021.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126026.859375 Penalty: 690.306763
	Iteration 13Q: 3 clusters Score -126026.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126034.515625 Penalty: 690.306763
	Iteration 14Q: 3 clusters Score -126034.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -126040.765625 Penalty: 690.306763
	Iteration 15Q: 3 clusters Score -126040.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -126045.421875 Penalty: 690.306763
	Iteration 16Q: 3 clusters Score -126045.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126051.703125 Penalty: 690.306763
	Iteration 17Q: 3 clusters Score -126051.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -126059.289062 Penalty: 690.306763
	Iteration 18Q: 3 clusters Score -126059.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126067.664062 Penalty: 690.306763
	Iteration 19Q: 3 clusters Score -126067.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126075.921875 Penalty: 690.306763
	Iteration 20F: 3 clusters Score -126075.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126084.867188 Penalty: 690.306763
	Iteration 21Q: 3 clusters Score -126084.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126094.718750 Penalty: 690.306763
	Iteration 22Q: 3 clusters Score -126094.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126101.476562 Penalty: 690.306763
	Iteration 23Q: 3 clusters Score -126101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126108.523438 Penalty: 690.306763
	Iteration 24Q: 3 clusters Score -126108.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126112.937500 Penalty: 690.306763
	Iteration 25Q: 3 clusters Score -126112.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126115.281250 Penalty: 690.306763
	Iteration 26Q: 3 clusters Score -126115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126117.414062 Penalty: 690.306763
	Iteration 27Q: 3 clusters Score -126117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -126119.406250 Penalty: 690.306763
	Iteration 28Q: 3 clusters Score -126119.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126123.531250 Penalty: 690.306763
	Iteration 29Q: 3 clusters Score -126123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126124.656250 Penalty: 690.306763
	Iteration 30Q: 3 clusters Score -126124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126126.382812 Penalty: 690.306763
	Iteration 31Q: 3 clusters Score -126126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -126128.867188 Penalty: 690.306763
	Iteration 32Q: 3 clusters Score -126128.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126132.617188 Penalty: 690.306763
	Iteration 33Q: 3 clusters Score -126132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126135.664062 Penalty: 690.306763
	Iteration 34Q: 3 clusters Score -126135.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -126140.554688 Penalty: 690.306763
	Iteration 35Q: 3 clusters Score -126140.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -126144.859375 Penalty: 690.306763
	Iteration 36Q: 3 clusters Score -126144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -126148.500000 Penalty: 690.306763
	Iteration 37Q: 3 clusters Score -126148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -126151.625000 Penalty: 690.306763
	Iteration 38Q: 3 clusters Score -126151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -126154.726562 Penalty: 690.306763
	Iteration 39Q: 3 clusters Score -126154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -126157.296875 Penalty: 690.306763
	Iteration 40F: 3 clusters Score -126157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -126160.234375 Penalty: 690.306763
	Iteration 41Q: 3 clusters Score -126160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -126163.445312 Penalty: 690.306763
	Iteration 42Q: 3 clusters Score -126163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -126166.250000 Penalty: 690.306763
	Iteration 43Q: 3 clusters Score -126166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -126173.796875 Penalty: 690.306763
	Iteration 44Q: 3 clusters Score -126173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -126178.429688 Penalty: 690.306763
	Iteration 45Q: 3 clusters Score -126178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -126182.359375 Penalty: 690.306763
	Iteration 46Q: 3 clusters Score -126182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -126183.804688 Penalty: 690.306763
	Iteration 47Q: 3 clusters Score -126183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -126186.046875 Penalty: 690.306763
	Iteration 48Q: 3 clusters Score -126186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -126189.937500 Penalty: 690.306763
	Iteration 49Q: 3 clusters Score -126189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -126194.640625 Penalty: 690.306763
	Iteration 50Q: 3 clusters Score -126194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -126197.781250 Penalty: 690.306763
	Iteration 51Q: 3 clusters Score -126197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -126206.234375 Penalty: 690.306763
	Iteration 52Q: 3 clusters Score -126206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -126224.773438 Penalty: 690.306763
	Iteration 53Q: 3 clusters Score -126224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -126238.226562 Penalty: 690.306763
	Iteration 54Q: 3 clusters Score -126238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -126246.718750 Penalty: 690.306763
	Iteration 55Q: 3 clusters Score -126246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -126248.718750 Penalty: 690.306763
	Iteration 56Q: 3 clusters Score -126248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -126252.984375 Penalty: 690.306763
	Iteration 57Q: 3 clusters Score -126253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -126256.273438 Penalty: 690.306763
	Iteration 58Q: 3 clusters Score -126256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -126256.601562 Penalty: 690.306763
	Iteration 59Q: 3 clusters Score -126256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -126256.898438 Penalty: 690.306763
	Iteration 60F: 3 clusters Score -126256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -19289.927734 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19289.93 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 148 members 
Entering Unmasked Estep 
Score: -18939.675781 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18939.68 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19029.763672 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19029.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19046.943359 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19046.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19058.359375 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19058.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19064.734375 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19064.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19068.820312 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19068.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19073.765625 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19073.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19074.291016 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19074.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19074.291016 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -19074.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (92367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Entering Unmasked Estep 
Score: -5664482.500000 Penalty: 520.225403
	Iteration 0F: 2 clusters Score -5664482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5602418.000000 Penalty: 1040.450806
	Iteration 0F: 3 clusters Score -5602418 nChanged 45098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5631062.500000 Penalty: 1040.450806
	Iteration 1F: 3 clusters Score -5631062 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -5634068.000000 Penalty: 1040.450806
	Iteration 2F: 3 clusters Score -5634068 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5639511.000000 Penalty: 1040.450806
	Iteration 3F: 3 clusters Score -5639511 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5647675.500000 Penalty: 1040.450806
	Iteration 4F: 3 clusters Score -5647676 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5655825.000000 Penalty: 1040.450806
	Iteration 5F: 3 clusters Score -5655825 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5660935.000000 Penalty: 1040.450806
	Iteration 6F: 3 clusters Score -5660935 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5663133.000000 Penalty: 1040.450806
	Iteration 7Q: 3 clusters Score -5663133 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5663751.000000 Penalty: 1040.450806
	Iteration 8Q: 3 clusters Score -5663751 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5663918.000000 Penalty: 1040.450806
	Iteration 9Q: 3 clusters Score -5663918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5663970.000000 Penalty: 1040.450806
	Iteration 10Q: 3 clusters Score -5663970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5663989.000000 Penalty: 1040.450806
	Iteration 11Q: 3 clusters Score -5663989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5663997.000000 Penalty: 1040.450806
	Iteration 12Q: 3 clusters Score -5663997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5664009.000000 Penalty: 1040.450806
	Iteration 13Q: 3 clusters Score -5664009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5664012.000000 Penalty: 1040.450806
	Iteration 14Q: 3 clusters Score -5664012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5664017.500000 Penalty: 1040.450806
	Iteration 15Q: 3 clusters Score -5664018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5664021.500000 Penalty: 1040.450806
	Iteration 16Q: 3 clusters Score -5664022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5664021.500000 Penalty: 1040.450806
	Iteration 17F: 3 clusters Score -5664022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11038.347656 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -11038.35 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 79 members 
Entering Unmasked Estep 
Score: -10758.210938 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10758.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10819.155273 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10819.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10840.239258 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10840.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10854.072266 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10854.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10865.707031 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10865.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10875.756836 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10875.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10878.025391 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10878.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10878.582031 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -10878.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10878.582031 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -10878.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -22229.617188 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -22229.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21853.167969 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21853.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21958.109375 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21958.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21973.224609 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21973.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21978.623047 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -21978.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21981.937500 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -21981.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21984.978516 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -21984.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21988.019531 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -21988.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21988.767578 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -21988.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21988.767578 Penalty: 526.607666
	Iteration 8F: 3 clusters Score -21988.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -15129.198242 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -15129.2 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 165 members 
Entering Unmasked Estep 
Score: -14790.296875 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -14790.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14935.410156 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -14935.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14987.906250 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -14987.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15022.971680 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -15022.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15057.344727 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -15057.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15077.522461 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -15077.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15087.631836 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -15087.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15102.577148 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -15102.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15111.656250 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -15111.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15115.585938 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -15115.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15127.011719 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -15127.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15137.788086 Penalty: 523.484131
	Iteration 11Q: 3 clusters Score -15137.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15141.591797 Penalty: 523.484131
	Iteration 12Q: 3 clusters Score -15141.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15145.193359 Penalty: 523.484131
	Iteration 13Q: 3 clusters Score -15145.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15145.675781 Penalty: 523.484131
	Iteration 14Q: 3 clusters Score -15145.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15145.675781 Penalty: 523.484131
	Iteration 15F: 3 clusters Score -15145.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 157 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85981 members 
Mstep: Class 77 contains 158 members 
Entering Unmasked Estep 
Score: -53301672.000000 Penalty: 48026.093750
Splitting cluster 68 changes total score from -53301980.000000 to -53301672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (69025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Entering Unmasked Estep 
Score: -4332657.500000 Penalty: 506.971191
	Iteration 0F: 2 clusters Score -4332658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4286312.500000 Penalty: 1013.942383
	Iteration 0F: 3 clusters Score -4286312 nChanged 33578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4306474.000000 Penalty: 1013.942383
	Iteration 1F: 3 clusters Score -4306474 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4308284.500000 Penalty: 1013.942383
	Iteration 2F: 3 clusters Score -4308284 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4311414.000000 Penalty: 1013.942383
	Iteration 3F: 3 clusters Score -4311414 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4315990.500000 Penalty: 1013.942383
	Iteration 4F: 3 clusters Score -4315990 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4321243.500000 Penalty: 1013.942383
	Iteration 5F: 3 clusters Score -4321244 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4325133.000000 Penalty: 1013.942383
	Iteration 6F: 3 clusters Score -4325133 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -4327054.500000 Penalty: 1013.942383
	Iteration 7Q: 3 clusters Score -4327054 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -4327942.000000 Penalty: 1013.942383
	Iteration 8Q: 3 clusters Score -4327942 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4328642.500000 Penalty: 1013.942383
	Iteration 9Q: 3 clusters Score -4328642 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4329160.500000 Penalty: 1013.942383
	Iteration 10Q: 3 clusters Score -4329160 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4329638.000000 Penalty: 1013.942383
	Iteration 11Q: 3 clusters Score -4329638 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4330095.500000 Penalty: 1013.942383
	Iteration 12Q: 3 clusters Score -4330096 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4330481.500000 Penalty: 1013.942383
	Iteration 13Q: 3 clusters Score -4330482 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4330854.000000 Penalty: 1013.942383
	Iteration 14Q: 3 clusters Score -4330854 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4331133.000000 Penalty: 1013.942383
	Iteration 15Q: 3 clusters Score -4331133 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4331424.500000 Penalty: 1013.942383
	Iteration 16Q: 3 clusters Score -4331424 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4331619.500000 Penalty: 1013.942383
	Iteration 17Q: 3 clusters Score -4331620 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4331787.000000 Penalty: 1013.942383
	Iteration 18Q: 3 clusters Score -4331787 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4331882.500000 Penalty: 1013.942383
	Iteration 19Q: 3 clusters Score -4331882 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4331970.000000 Penalty: 1013.942383
	Iteration 20F: 3 clusters Score -4331970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4332051.500000 Penalty: 1013.942383
	Iteration 21Q: 3 clusters Score -4332052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4332096.000000 Penalty: 1013.942383
	Iteration 22Q: 3 clusters Score -4332096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4332158.000000 Penalty: 1013.942383
	Iteration 23Q: 3 clusters Score -4332158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4332182.000000 Penalty: 1013.942383
	Iteration 24Q: 3 clusters Score -4332182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4332225.000000 Penalty: 1013.942383
	Iteration 25Q: 3 clusters Score -4332225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4332253.000000 Penalty: 1013.942383
	Iteration 26Q: 3 clusters Score -4332253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4332270.500000 Penalty: 1013.942383
	Iteration 27Q: 3 clusters Score -4332270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4332293.000000 Penalty: 1013.942383
	Iteration 28Q: 3 clusters Score -4332293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4332312.000000 Penalty: 1013.942383
	Iteration 29Q: 3 clusters Score -4332312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4332337.500000 Penalty: 1013.942383
	Iteration 30Q: 3 clusters Score -4332338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4332346.500000 Penalty: 1013.942383
	Iteration 31Q: 3 clusters Score -4332346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4332363.500000 Penalty: 1013.942383
	Iteration 32Q: 3 clusters Score -4332364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4332373.500000 Penalty: 1013.942383
	Iteration 33Q: 3 clusters Score -4332374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4332381.500000 Penalty: 1013.942383
	Iteration 34Q: 3 clusters Score -4332382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4332385.000000 Penalty: 1013.942383
	Iteration 35Q: 3 clusters Score -4332385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4332386.000000 Penalty: 1013.942383
	Iteration 36Q: 3 clusters Score -4332386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4332382.000000 Penalty: 1013.942383
	Iteration 37Q: 3 clusters Score -4332382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4332384.500000 Penalty: 1013.942383
	Iteration 38Q: 3 clusters Score -4332384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4332386.000000 Penalty: 1013.942383
	Iteration 39Q: 3 clusters Score -4332386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4332386.500000 Penalty: 1013.942383
	Iteration 40F: 3 clusters Score -4332386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4332386.500000 Penalty: 1013.942383
	Iteration 41Q: 3 clusters Score -4332386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4332386.500000 Penalty: 1013.942383
	Iteration 42F: 3 clusters Score -4332386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -18638.646484 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -18638.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18283.923828 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -18283.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18364.166016 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -18364.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18388.900391 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -18388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18402.550781 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -18402.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18413.798828 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -18413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18417.212891 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -18417.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18426.845703 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -18426.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18434.919922 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -18434.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18437.937500 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -18437.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18439.763672 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -18439.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18442.517578 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -18442.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18445.470703 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -18445.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18445.470703 Penalty: 511.126190
	Iteration 12F: 3 clusters Score -18445.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7323.918945 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7323.919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7090.152344 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7090.152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7145.978516 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7145.979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7184.685547 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7184.686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7223.103027 Penalty: 441.534760
	Iteration 3F: 3 clusters Score -7223.103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7248.833496 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -7248.833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7262.583984 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7262.584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7276.413574 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -7276.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7283.456543 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -7283.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7283.456543 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -7283.457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -7079.335449 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -7079.335 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 64 members 
Entering Unmasked Estep 
Score: -6842.992676 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6842.993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6894.835449 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6894.835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6902.057617 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6902.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6904.996582 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6904.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6909.127441 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6909.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6910.477051 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6910.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6912.062988 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6912.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6912.062988 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6912.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -25540.859375 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25540.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25125.601562 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25125.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25222.076172 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25222.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25248.078125 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25248.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25271.675781 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -25271.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25282.654297 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25282.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25291.404297 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25299.191406 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25299.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25302.115234 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25302.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25308.640625 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25308.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25319.357422 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25319.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25330.228516 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25330.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25347.785156 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -25347.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25364.572266 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -25364.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25383.759766 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -25383.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25395.095703 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -25395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25404.996094 Penalty: 539.592651
	Iteration 15Q: 3 clusters Score -25405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25412.130859 Penalty: 539.592651
	Iteration 16Q: 3 clusters Score -25412.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25416.982422 Penalty: 539.592651
	Iteration 17Q: 3 clusters Score -25416.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25418.521484 Penalty: 539.592651
	Iteration 18Q: 3 clusters Score -25418.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25418.521484 Penalty: 539.592651
	Iteration 19F: 3 clusters Score -25418.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3091.845947 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3091.846 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 26 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -2924.117920 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2924.118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 7 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 221.394196 Penalty: 0.000000
	Iteration 1F: 1 clusters Score 221.3942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Entering Unmasked Estep 
Score: 0.000000 Penalty: 0.000000
	Iteration 2F: 1 clusters Score 0 nChanged 0
Split failed - leaving alone
Entering ConstructFrom: 
Trying to split cluster 75 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3875.562256 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3875.562 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 39 members 
Entering Unmasked Estep 
Score: -3724.979492 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3724.979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3782.286865 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3782.287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3826.660156 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -3826.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3837.539795 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3837.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3837.539795 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3837.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87272 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70189 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 92189 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31066 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39879 members 
Mstep: Class 35 contains 85707 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1367 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82467 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92367 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69025 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302260.000000 Penalty: 47402.378906
Iteration 399Q: 77 clusters Score -5.330226e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4201 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87248 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70117 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 81789 members 
Mstep: Class 16 contains 34684 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5547 members 
Mstep: Class 20 contains 92044 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31209 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39976 members 
Mstep: Class 35 contains 85657 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1366 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82459 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92420 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69430 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302656.000000 Penalty: 47402.378906
Iteration 400F: 77 clusters Score -5.330266e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87195 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70075 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 81603 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 91798 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31359 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39953 members 
Mstep: Class 35 contains 85532 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1366 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82425 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92456 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 69755 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302820.000000 Penalty: 47402.378906
Iteration 401Q: 77 clusters Score -5.330282e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87121 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 7391 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 70003 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 81445 members 
Mstep: Class 16 contains 34376 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5494 members 
Mstep: Class 20 contains 91641 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31513 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39964 members 
Mstep: Class 35 contains 85422 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1364 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82408 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92494 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 70049 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302988.000000 Penalty: 47402.378906
Iteration 402Q: 77 clusters Score -5.330299e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87057 members 
Mstep: Class 9 contains 1083 members 
Mstep: Class 10 contains 7436 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69930 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 81286 members 
Mstep: Class 16 contains 34197 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 91530 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31646 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39957 members 
Mstep: Class 35 contains 85321 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1365 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82411 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92530 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 70330 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303196.000000 Penalty: 47402.378906
Iteration 403Q: 77 clusters Score -5.33032e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86988 members 
Mstep: Class 9 contains 1109 members 
Mstep: Class 10 contains 7461 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69847 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 81163 members 
Mstep: Class 16 contains 34050 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5468 members 
Mstep: Class 20 contains 91429 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31767 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39924 members 
Mstep: Class 35 contains 85216 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1364 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82425 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92577 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 70604 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303264.000000 Penalty: 47402.378906
Iteration 404Q: 77 clusters Score -5.330326e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86937 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69744 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 81033 members 
Mstep: Class 16 contains 33922 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 91336 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 31909 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39896 members 
Mstep: Class 35 contains 85111 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1363 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82456 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92618 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 70845 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303436.000000 Penalty: 47402.378906
Iteration 405Q: 77 clusters Score -5.330344e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86903 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69616 members 
Mstep: Class 14 contains 4852 members 
Mstep: Class 15 contains 80899 members 
Mstep: Class 16 contains 33789 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 91275 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32049 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39866 members 
Mstep: Class 35 contains 84996 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1361 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82492 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92679 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 71083 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303520.000000 Penalty: 47402.378906
Iteration 406Q: 77 clusters Score -5.330352e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86889 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 10 contains 7535 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69480 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 80762 members 
Mstep: Class 16 contains 33671 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 91238 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32177 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39825 members 
Mstep: Class 35 contains 84902 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1359 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82545 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92720 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 71292 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303572.000000 Penalty: 47402.378906
Iteration 407Q: 77 clusters Score -5.330357e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86831 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69330 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 80682 members 
Mstep: Class 16 contains 33576 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 91197 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32305 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39788 members 
Mstep: Class 35 contains 84824 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1359 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82573 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92764 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 71523 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303688.000000 Penalty: 47402.378906
Iteration 408Q: 77 clusters Score -5.330369e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86751 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 10 contains 7559 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69190 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 80603 members 
Mstep: Class 16 contains 33495 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 91195 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32405 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39737 members 
Mstep: Class 35 contains 84740 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1360 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82609 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92789 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 71754 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303660.000000 Penalty: 47402.378906
Iteration 409Q: 77 clusters Score -5.330366e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86668 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 69048 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 80519 members 
Mstep: Class 16 contains 33397 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5413 members 
Mstep: Class 20 contains 91191 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32502 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39696 members 
Mstep: Class 35 contains 84670 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1358 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82665 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92818 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 71982 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303536.000000 Penalty: 47402.378906
Iteration 410Q: 77 clusters Score -5.330354e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86620 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68920 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 80476 members 
Mstep: Class 16 contains 33316 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 91144 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32620 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39654 members 
Mstep: Class 35 contains 84567 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1357 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82711 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92845 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 72200 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303672.000000 Penalty: 47402.378906
Iteration 411Q: 77 clusters Score -5.330367e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86613 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68755 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 80432 members 
Mstep: Class 16 contains 33225 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5397 members 
Mstep: Class 20 contains 91098 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32725 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39610 members 
Mstep: Class 35 contains 84496 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1352 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82772 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92864 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 72410 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303716.000000 Penalty: 47402.378906
Iteration 412Q: 77 clusters Score -5.330372e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4142 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86594 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68627 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 80375 members 
Mstep: Class 16 contains 33143 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 91059 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32831 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39574 members 
Mstep: Class 35 contains 84439 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1347 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82843 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92856 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 72610 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303732.000000 Penalty: 47402.378906
Iteration 413Q: 77 clusters Score -5.330373e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86593 members 
Mstep: Class 9 contains 1371 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68465 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 80340 members 
Mstep: Class 16 contains 33061 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 91020 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 32948 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39533 members 
Mstep: Class 35 contains 84393 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1340 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82912 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92867 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 72800 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303844.000000 Penalty: 47402.378906
Iteration 414Q: 77 clusters Score -5.330384e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86549 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68330 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 80336 members 
Mstep: Class 16 contains 32996 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 90951 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33050 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39496 members 
Mstep: Class 35 contains 84352 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1335 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82981 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92894 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 72989 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303960.000000 Penalty: 47402.378906
Iteration 415Q: 77 clusters Score -5.330396e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4127 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86511 members 
Mstep: Class 9 contains 1428 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68211 members 
Mstep: Class 14 contains 4817 members 
Mstep: Class 15 contains 80328 members 
Mstep: Class 16 contains 32917 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 90867 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33159 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39437 members 
Mstep: Class 35 contains 84310 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1331 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83066 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92921 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 73190 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303856.000000 Penalty: 47402.378906
Iteration 416Q: 77 clusters Score -5.330386e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86459 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 7690 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 68061 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 80319 members 
Mstep: Class 16 contains 32852 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 90803 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33268 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39384 members 
Mstep: Class 35 contains 84278 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1325 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83143 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 92957 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 73407 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303916.000000 Penalty: 47402.378906
Iteration 417Q: 77 clusters Score -5.330392e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86424 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 7705 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67884 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 80350 members 
Mstep: Class 16 contains 32781 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 90715 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33390 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39329 members 
Mstep: Class 35 contains 84295 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1317 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83168 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93010 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 73605 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303916.000000 Penalty: 47402.378906
Iteration 418Q: 77 clusters Score -5.330392e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86421 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67687 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 80388 members 
Mstep: Class 16 contains 32706 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 20 contains 90622 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33532 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39277 members 
Mstep: Class 35 contains 84320 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1312 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83170 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93060 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 73789 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303908.000000 Penalty: 47402.378906
Iteration 419Q: 77 clusters Score -5.330391e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86387 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 7727 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67516 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 80434 members 
Mstep: Class 16 contains 32653 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5288 members 
Mstep: Class 20 contains 90520 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33658 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39216 members 
Mstep: Class 35 contains 84342 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1309 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83202 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93097 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 73952 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303908.000000 Penalty: 47402.378906
Iteration 420F: 77 clusters Score -5.330391e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86359 members 
Mstep: Class 9 contains 1484 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67354 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 80450 members 
Mstep: Class 16 contains 32600 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5265 members 
Mstep: Class 20 contains 90408 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33785 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39174 members 
Mstep: Class 35 contains 84371 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1309 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83225 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93138 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74113 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303784.000000 Penalty: 47402.378906
Iteration 421Q: 77 clusters Score -5.330378e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86326 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67198 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 80458 members 
Mstep: Class 16 contains 32560 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 90293 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 33927 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39126 members 
Mstep: Class 35 contains 84389 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1308 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83260 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93158 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74262 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303796.000000 Penalty: 47402.378906
Iteration 422Q: 77 clusters Score -5.33038e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86322 members 
Mstep: Class 9 contains 1498 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67042 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 80465 members 
Mstep: Class 16 contains 32511 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 90196 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34064 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39103 members 
Mstep: Class 35 contains 84398 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1305 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83247 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93180 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74406 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303784.000000 Penalty: 47402.378906
Iteration 423Q: 77 clusters Score -5.330378e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86333 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 7736 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66888 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 80468 members 
Mstep: Class 16 contains 32468 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 90083 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34211 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39104 members 
Mstep: Class 35 contains 84392 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83247 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93186 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74535 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303740.000000 Penalty: 47402.378906
Iteration 424Q: 77 clusters Score -5.330374e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4175 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86392 members 
Mstep: Class 9 contains 1515 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66698 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 80494 members 
Mstep: Class 16 contains 32429 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 89963 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34332 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39102 members 
Mstep: Class 35 contains 84397 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83242 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93216 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74643 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303792.000000 Penalty: 47402.378906
Iteration 425Q: 77 clusters Score -5.330379e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86413 members 
Mstep: Class 9 contains 1527 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66514 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 80547 members 
Mstep: Class 16 contains 32402 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 89812 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34443 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39088 members 
Mstep: Class 35 contains 84424 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1303 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83227 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93239 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74787 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303744.000000 Penalty: 47402.378906
Iteration 426Q: 77 clusters Score -5.330374e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4205 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86421 members 
Mstep: Class 9 contains 1535 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66336 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 80562 members 
Mstep: Class 16 contains 32369 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 89681 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34565 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39084 members 
Mstep: Class 35 contains 84451 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83206 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93252 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 74934 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 139 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303844.000000 Penalty: 47402.378906
Iteration 427Q: 77 clusters Score -5.330384e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86438 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66152 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 15 contains 80570 members 
Mstep: Class 16 contains 32337 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 89560 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34668 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39059 members 
Mstep: Class 35 contains 84428 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83240 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93276 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 75110 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303860.000000 Penalty: 47402.378906
Iteration 428Q: 77 clusters Score -5.330386e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86457 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65970 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 80600 members 
Mstep: Class 16 contains 32315 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 89437 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34781 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 39010 members 
Mstep: Class 35 contains 84404 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83235 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93321 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 75281 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303888.000000 Penalty: 47402.378906
Iteration 429Q: 77 clusters Score -5.330389e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86502 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65740 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 80628 members 
Mstep: Class 16 contains 32280 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 89289 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34882 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38970 members 
Mstep: Class 35 contains 84379 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83250 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93377 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 75477 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303908.000000 Penalty: 47402.378906
Iteration 430Q: 77 clusters Score -5.330391e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86553 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 7726 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65505 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 80665 members 
Mstep: Class 16 contains 32237 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 89152 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 34989 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38918 members 
Mstep: Class 35 contains 84388 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83274 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93458 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 75645 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304076.000000 Penalty: 47402.378906
Iteration 431Q: 77 clusters Score -5.330408e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86594 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 7726 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65298 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 80716 members 
Mstep: Class 16 contains 32200 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 88994 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35080 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38852 members 
Mstep: Class 35 contains 84397 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83290 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93508 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 75831 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304104.000000 Penalty: 47402.378906
Iteration 432Q: 77 clusters Score -5.33041e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86628 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 7731 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65101 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 80748 members 
Mstep: Class 16 contains 32162 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 88846 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35185 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38818 members 
Mstep: Class 35 contains 84416 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83281 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93555 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 75991 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304212.000000 Penalty: 47402.378906
Iteration 433Q: 77 clusters Score -5.330421e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86667 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64892 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 80751 members 
Mstep: Class 16 contains 32108 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 88714 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35301 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38787 members 
Mstep: Class 35 contains 84437 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83280 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93619 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76141 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304172.000000 Penalty: 47402.378906
Iteration 434Q: 77 clusters Score -5.330417e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86676 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64718 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 80726 members 
Mstep: Class 16 contains 32069 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 88627 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35442 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38745 members 
Mstep: Class 35 contains 84469 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1303 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83270 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93667 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76282 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304164.000000 Penalty: 47402.378906
Iteration 435Q: 77 clusters Score -5.330416e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86680 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 7758 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64540 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 80700 members 
Mstep: Class 16 contains 32024 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 88543 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35572 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38697 members 
Mstep: Class 35 contains 84491 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83263 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93720 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76427 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304128.000000 Penalty: 47402.378906
Iteration 436Q: 77 clusters Score -5.330413e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86699 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 7768 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64350 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80701 members 
Mstep: Class 16 contains 31977 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 88438 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35690 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38645 members 
Mstep: Class 35 contains 84499 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83266 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93789 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76556 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304128.000000 Penalty: 47402.378906
Iteration 437Q: 77 clusters Score -5.330413e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86698 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64162 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80654 members 
Mstep: Class 16 contains 31932 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 88355 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35822 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38579 members 
Mstep: Class 35 contains 84519 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83276 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93854 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76702 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304244.000000 Penalty: 47402.378906
Iteration 438Q: 77 clusters Score -5.330424e+07 nChanged 1371
Entering ConstructFrom: 
Score: -53304244.000000 Penalty: 47402.378906
Entering ConstructFrom: 
Trying to split cluster 1 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9200.275391 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9200.275 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 82 members 
Entering Unmasked Estep 
Score: -8939.861328 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -8939.861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9007.092773 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -9007.093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9025.791016 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -9025.791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9037.272461 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9037.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9040.833984 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -9040.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9044.753906 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -9044.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9047.146484 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -9047.146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9056.692383 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -9056.692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9057.486328 Penalty: 458.951691
	Iteration 8Q: 3 clusters Score -9057.486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9057.486328 Penalty: 458.951691
	Iteration 9F: 3 clusters Score -9057.486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -68298.578125 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -68298.58 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 514 members 
Entering Unmasked Estep 
Score: -67457.718750 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -67457.72 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67744.093750 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -67744.09 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67827.078125 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -67827.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67883.218750 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -67883.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67942.820312 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -67942.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67997.671875 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -67997.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68046.210938 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -68046.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68076.125000 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -68076.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68092.835938 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -68092.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68100.070312 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -68100.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68104.937500 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -68104.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68109.031250 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -68109.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68111.109375 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -68111.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68115.531250 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -68115.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68118.695312 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -68118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68120.835938 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -68120.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68122.898438 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -68122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68123.695312 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -68123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68124.625000 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -68124.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68126.062500 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -68126.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68127.250000 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -68127.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68128.531250 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -68128.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68130.007812 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -68130.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68131.289062 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -68131.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68132.468750 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -68132.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68134.828125 Penalty: 633.994019
	Iteration 25Q: 3 clusters Score -68134.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68139.351562 Penalty: 633.994019
	Iteration 26Q: 3 clusters Score -68139.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68145.179688 Penalty: 633.994019
	Iteration 27Q: 3 clusters Score -68145.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68157.117188 Penalty: 633.994019
	Iteration 28Q: 3 clusters Score -68157.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -68167.781250 Penalty: 633.994019
	Iteration 29Q: 3 clusters Score -68167.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68183.007812 Penalty: 633.994019
	Iteration 30Q: 3 clusters Score -68183.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -68202.851562 Penalty: 633.994019
	Iteration 31Q: 3 clusters Score -68202.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -68221.023438 Penalty: 633.994019
	Iteration 32Q: 3 clusters Score -68221.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68227.484375 Penalty: 633.994019
	Iteration 33Q: 3 clusters Score -68227.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -68232.101562 Penalty: 633.994019
	Iteration 34Q: 3 clusters Score -68232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68236.125000 Penalty: 633.994019
	Iteration 35Q: 3 clusters Score -68236.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68238.750000 Penalty: 633.994019
	Iteration 36Q: 3 clusters Score -68238.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -68243.328125 Penalty: 633.994019
	Iteration 37Q: 3 clusters Score -68243.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68245.351562 Penalty: 633.994019
	Iteration 38Q: 3 clusters Score -68245.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -68246.539062 Penalty: 633.994019
	Iteration 39Q: 3 clusters Score -68246.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68249.234375 Penalty: 633.994019
	Iteration 40F: 3 clusters Score -68249.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68252.476562 Penalty: 633.994019
	Iteration 41Q: 3 clusters Score -68252.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -68256.921875 Penalty: 633.994019
	Iteration 42Q: 3 clusters Score -68256.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68259.578125 Penalty: 633.994019
	Iteration 43Q: 3 clusters Score -68259.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -68260.671875 Penalty: 633.994019
	Iteration 44Q: 3 clusters Score -68260.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -68260.671875 Penalty: 633.994019
	Iteration 45F: 3 clusters Score -68260.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -8077.368652 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -8077.369 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 185 members 
Entering Unmasked Estep 
Score: -7721.352051 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -7721.352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7861.048828 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -7861.049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7884.113281 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -7884.113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7910.827637 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -7910.828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7940.916992 Penalty: 540.555603
	Iteration 4F: 3 clusters Score -7940.917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7952.474121 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -7952.474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7957.277832 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -7957.278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7964.554199 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -7964.554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7975.715332 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -7975.715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7980.759766 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -7980.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7981.972656 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -7981.973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7982.387695 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -7982.388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7982.387695 Penalty: 540.555603
	Iteration 12F: 3 clusters Score -7982.388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10672.254883 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10672.25 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 105 members 
Entering Unmasked Estep 
Score: -10392.704102 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10392.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10482.722656 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10482.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10514.961914 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10514.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10538.986328 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10538.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10553.205078 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -10553.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10568.367188 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -10568.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10570.283203 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -10570.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10572.193359 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -10572.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10575.299805 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -10575.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10578.688477 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -10578.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10581.028320 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -10581.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10581.028320 Penalty: 483.501770
	Iteration 11F: 3 clusters Score -10581.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28360.322266 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28360.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27902.570312 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -27902.57 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28052.195312 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28052.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28086.248047 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28086.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28104.242188 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -28104.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28119.423828 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28119.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28134.121094 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28134.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28136.701172 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28138.798828 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28139.298828 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28139.298828 Penalty: 554.924744
	Iteration 9F: 3 clusters Score -28139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Entering Unmasked Estep 
Score: -269779.093750 Penalty: 381.216797
	Iteration 0F: 2 clusters Score -269779.1 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 2177 members 
Entering Unmasked Estep 
Score: -266804.500000 Penalty: 762.433594
	Iteration 0F: 3 clusters Score -266804.5 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -267941.250000 Penalty: 762.433594
	Iteration 1F: 3 clusters Score -267941.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -268210.812500 Penalty: 762.433594
	Iteration 2F: 3 clusters Score -268210.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -268525.562500 Penalty: 762.433594
	Iteration 3F: 3 clusters Score -268525.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -268823.812500 Penalty: 762.433594
	Iteration 4F: 3 clusters Score -268823.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -269062.531250 Penalty: 762.433594
	Iteration 5F: 3 clusters Score -269062.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -269222.375000 Penalty: 762.433594
	Iteration 6F: 3 clusters Score -269222.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -269326.093750 Penalty: 762.433594
	Iteration 7Q: 3 clusters Score -269326.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -269405.843750 Penalty: 762.433594
	Iteration 8Q: 3 clusters Score -269405.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -269453.187500 Penalty: 762.433594
	Iteration 9Q: 3 clusters Score -269453.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -269485.062500 Penalty: 762.433594
	Iteration 10Q: 3 clusters Score -269485.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -269510.625000 Penalty: 762.433594
	Iteration 11Q: 3 clusters Score -269510.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -269529.718750 Penalty: 762.433594
	Iteration 12Q: 3 clusters Score -269529.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -269545.093750 Penalty: 762.433594
	Iteration 13Q: 3 clusters Score -269545.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -269567.937500 Penalty: 762.433594
	Iteration 14Q: 3 clusters Score -269567.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -269583.718750 Penalty: 762.433594
	Iteration 15Q: 3 clusters Score -269583.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -269593.062500 Penalty: 762.433594
	Iteration 16Q: 3 clusters Score -269593.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -269601.718750 Penalty: 762.433594
	Iteration 17Q: 3 clusters Score -269601.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -269606.187500 Penalty: 762.433594
	Iteration 18Q: 3 clusters Score -269606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -269609.000000 Penalty: 762.433594
	Iteration 19Q: 3 clusters Score -269609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -269612.031250 Penalty: 762.433594
	Iteration 20F: 3 clusters Score -269612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -269614.218750 Penalty: 762.433594
	Iteration 21Q: 3 clusters Score -269614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -269617.687500 Penalty: 762.433594
	Iteration 22Q: 3 clusters Score -269617.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -269620.093750 Penalty: 762.433594
	Iteration 23Q: 3 clusters Score -269620.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -269624.187500 Penalty: 762.433594
	Iteration 24Q: 3 clusters Score -269624.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -269626.531250 Penalty: 762.433594
	Iteration 25Q: 3 clusters Score -269626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -269628.781250 Penalty: 762.433594
	Iteration 26Q: 3 clusters Score -269628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -269630.437500 Penalty: 762.433594
	Iteration 27Q: 3 clusters Score -269630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -269630.875000 Penalty: 762.433594
	Iteration 28Q: 3 clusters Score -269630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -269632.218750 Penalty: 762.433594
	Iteration 29Q: 3 clusters Score -269632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -269632.812500 Penalty: 762.433594
	Iteration 30Q: 3 clusters Score -269632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -269633.187500 Penalty: 762.433594
	Iteration 31Q: 3 clusters Score -269633.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -269635.250000 Penalty: 762.433594
	Iteration 32Q: 3 clusters Score -269635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -269635.000000 Penalty: 762.433594
	Iteration 33Q: 3 clusters Score -269635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -269635.562500 Penalty: 762.433594
	Iteration 34Q: 3 clusters Score -269635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -269635.593750 Penalty: 762.433594
	Iteration 35Q: 3 clusters Score -269635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -269636.093750 Penalty: 762.433594
	Iteration 36Q: 3 clusters Score -269636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -269636.750000 Penalty: 762.433594
	Iteration 37Q: 3 clusters Score -269636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -269636.750000 Penalty: 762.433594
	Iteration 38F: 3 clusters Score -269636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -12065.584961 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -12065.58 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 87 members 
Entering Unmasked Estep 
Score: -11792.152344 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11792.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11850.437500 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11850.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11885.595703 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11885.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11934.739258 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11934.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11977.929688 Penalty: 480.308441
	Iteration 4F: 3 clusters Score -11977.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12013.016602 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -12013.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12037.858398 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -12037.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12044.580078 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -12044.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12058.794922 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -12058.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12069.082031 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -12069.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12069.082031 Penalty: 480.308441
	Iteration 10F: 3 clusters Score -12069.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 88286 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 101 members 
Entering Unmasked Estep 
Score: -53303800.000000 Penalty: 48026.093750
Splitting cluster 7 changes total score from -53304244.000000 to -53303800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (86729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Entering Unmasked Estep 
Score: -5411169.500000 Penalty: 517.359741
	Iteration 0F: 2 clusters Score -5411170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5353497.000000 Penalty: 1034.719482
	Iteration 0F: 3 clusters Score -5353497 nChanged 42526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5379706.000000 Penalty: 1034.719482
	Iteration 1F: 3 clusters Score -5379706 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -5381048.000000 Penalty: 1034.719482
	Iteration 2Q: 3 clusters Score -5381048 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5383228.500000 Penalty: 1034.719482
	Iteration 3Q: 3 clusters Score -5383228 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5387062.500000 Penalty: 1034.719482
	Iteration 4F: 3 clusters Score -5387062 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5392184.500000 Penalty: 1034.719482
	Iteration 5F: 3 clusters Score -5392184 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5395838.000000 Penalty: 1034.719482
	Iteration 6F: 3 clusters Score -5395838 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5396987.500000 Penalty: 1034.719482
	Iteration 7Q: 3 clusters Score -5396988 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -5397342.500000 Penalty: 1034.719482
	Iteration 8Q: 3 clusters Score -5397342 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5397541.000000 Penalty: 1034.719482
	Iteration 9Q: 3 clusters Score -5397541 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5397742.500000 Penalty: 1034.719482
	Iteration 10Q: 3 clusters Score -5397742 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5397940.500000 Penalty: 1034.719482
	Iteration 11Q: 3 clusters Score -5397940 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5398192.500000 Penalty: 1034.719482
	Iteration 12Q: 3 clusters Score -5398192 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -5398393.500000 Penalty: 1034.719482
	Iteration 13Q: 3 clusters Score -5398394 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -5398598.500000 Penalty: 1034.719482
	Iteration 14Q: 3 clusters Score -5398598 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -5398814.000000 Penalty: 1034.719482
	Iteration 15Q: 3 clusters Score -5398814 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -5399089.500000 Penalty: 1034.719482
	Iteration 16Q: 3 clusters Score -5399090 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5399292.000000 Penalty: 1034.719482
	Iteration 17Q: 3 clusters Score -5399292 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5399566.500000 Penalty: 1034.719482
	Iteration 18Q: 3 clusters Score -5399566 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -5399874.000000 Penalty: 1034.719482
	Iteration 19Q: 3 clusters Score -5399874 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5400125.500000 Penalty: 1034.719482
	Iteration 20F: 3 clusters Score -5400126 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5400390.000000 Penalty: 1034.719482
	Iteration 21Q: 3 clusters Score -5400390 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5400608.500000 Penalty: 1034.719482
	Iteration 22Q: 3 clusters Score -5400608 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5400824.000000 Penalty: 1034.719482
	Iteration 23Q: 3 clusters Score -5400824 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -5401026.000000 Penalty: 1034.719482
	Iteration 24Q: 3 clusters Score -5401026 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5401238.500000 Penalty: 1034.719482
	Iteration 25Q: 3 clusters Score -5401238 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5401433.500000 Penalty: 1034.719482
	Iteration 26Q: 3 clusters Score -5401434 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5401617.000000 Penalty: 1034.719482
	Iteration 27Q: 3 clusters Score -5401617 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5401809.000000 Penalty: 1034.719482
	Iteration 28Q: 3 clusters Score -5401809 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5402037.000000 Penalty: 1034.719482
	Iteration 29Q: 3 clusters Score -5402037 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5402218.500000 Penalty: 1034.719482
	Iteration 30Q: 3 clusters Score -5402218 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5402439.500000 Penalty: 1034.719482
	Iteration 31Q: 3 clusters Score -5402440 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5402663.000000 Penalty: 1034.719482
	Iteration 32Q: 3 clusters Score -5402663 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -5402859.000000 Penalty: 1034.719482
	Iteration 33Q: 3 clusters Score -5402859 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5403092.500000 Penalty: 1034.719482
	Iteration 34Q: 3 clusters Score -5403092 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -5403359.000000 Penalty: 1034.719482
	Iteration 35Q: 3 clusters Score -5403359 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5403619.500000 Penalty: 1034.719482
	Iteration 36Q: 3 clusters Score -5403620 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5403937.500000 Penalty: 1034.719482
	Iteration 37Q: 3 clusters Score -5403938 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5404339.000000 Penalty: 1034.719482
	Iteration 38Q: 3 clusters Score -5404339 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5404787.000000 Penalty: 1034.719482
	Iteration 39Q: 3 clusters Score -5404787 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75453 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5405311.500000 Penalty: 1034.719482
	Iteration 40F: 3 clusters Score -5405312 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5405938.000000 Penalty: 1034.719482
	Iteration 41Q: 3 clusters Score -5405938 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -5406633.500000 Penalty: 1034.719482
	Iteration 42Q: 3 clusters Score -5406634 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5407410.000000 Penalty: 1034.719482
	Iteration 43Q: 3 clusters Score -5407410 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -5408112.000000 Penalty: 1034.719482
	Iteration 44Q: 3 clusters Score -5408112 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5408796.000000 Penalty: 1034.719482
	Iteration 45Q: 3 clusters Score -5408796 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5409286.500000 Penalty: 1034.719482
	Iteration 46Q: 3 clusters Score -5409286 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5409687.000000 Penalty: 1034.719482
	Iteration 47Q: 3 clusters Score -5409687 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5410002.000000 Penalty: 1034.719482
	Iteration 48Q: 3 clusters Score -5410002 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5410209.000000 Penalty: 1034.719482
	Iteration 49Q: 3 clusters Score -5410209 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5410374.000000 Penalty: 1034.719482
	Iteration 50Q: 3 clusters Score -5410374 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5410506.500000 Penalty: 1034.719482
	Iteration 51Q: 3 clusters Score -5410506 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5410597.500000 Penalty: 1034.719482
	Iteration 52Q: 3 clusters Score -5410598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5410658.000000 Penalty: 1034.719482
	Iteration 53Q: 3 clusters Score -5410658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5410699.000000 Penalty: 1034.719482
	Iteration 54Q: 3 clusters Score -5410699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5410727.000000 Penalty: 1034.719482
	Iteration 55Q: 3 clusters Score -5410727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5410752.000000 Penalty: 1034.719482
	Iteration 56Q: 3 clusters Score -5410752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5410764.000000 Penalty: 1034.719482
	Iteration 57Q: 3 clusters Score -5410764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5410769.000000 Penalty: 1034.719482
	Iteration 58Q: 3 clusters Score -5410769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5410769.500000 Penalty: 1034.719482
	Iteration 59Q: 3 clusters Score -5410770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5410772.500000 Penalty: 1034.719482
	Iteration 60F: 3 clusters Score -5410772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5410772.000000 Penalty: 1034.719482
	Iteration 61Q: 3 clusters Score -5410772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5410772.500000 Penalty: 1034.719482
	Iteration 62Q: 3 clusters Score -5410772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5410773.500000 Penalty: 1034.719482
	Iteration 63Q: 3 clusters Score -5410774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5410776.000000 Penalty: 1034.719482
	Iteration 64Q: 3 clusters Score -5410776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5410775.500000 Penalty: 1034.719482
	Iteration 65Q: 3 clusters Score -5410776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5410780.500000 Penalty: 1034.719482
	Iteration 66Q: 3 clusters Score -5410780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5410780.000000 Penalty: 1034.719482
	Iteration 67Q: 3 clusters Score -5410780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5410780.000000 Penalty: 1034.719482
	Iteration 68F: 3 clusters Score -5410780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -102332.625000 Penalty: 336.977692
	Iteration 0F: 2 clusters Score -102332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -101138.695312 Penalty: 673.955383
	Iteration 0F: 3 clusters Score -101138.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101499.421875 Penalty: 673.955383
	Iteration 1F: 3 clusters Score -101499.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101562.828125 Penalty: 673.955383
	Iteration 2F: 3 clusters Score -101562.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -101628.359375 Penalty: 673.955383
	Iteration 3Q: 3 clusters Score -101628.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -101722.156250 Penalty: 673.955383
	Iteration 4F: 3 clusters Score -101722.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -101794.242188 Penalty: 673.955383
	Iteration 5F: 3 clusters Score -101794.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -101830.703125 Penalty: 673.955383
	Iteration 6Q: 3 clusters Score -101830.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -101857.312500 Penalty: 673.955383
	Iteration 7Q: 3 clusters Score -101857.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -101885.210938 Penalty: 673.955383
	Iteration 8Q: 3 clusters Score -101885.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -101912.195312 Penalty: 673.955383
	Iteration 9Q: 3 clusters Score -101912.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -101938.554688 Penalty: 673.955383
	Iteration 10Q: 3 clusters Score -101938.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -101956.609375 Penalty: 673.955383
	Iteration 11Q: 3 clusters Score -101956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -101969.609375 Penalty: 673.955383
	Iteration 12Q: 3 clusters Score -101969.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -101976.976562 Penalty: 673.955383
	Iteration 13Q: 3 clusters Score -101977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -101980.742188 Penalty: 673.955383
	Iteration 14Q: 3 clusters Score -101980.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -101983.585938 Penalty: 673.955383
	Iteration 15Q: 3 clusters Score -101983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -101986.375000 Penalty: 673.955383
	Iteration 16Q: 3 clusters Score -101986.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -101988.984375 Penalty: 673.955383
	Iteration 17Q: 3 clusters Score -101989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -101991.507812 Penalty: 673.955383
	Iteration 18Q: 3 clusters Score -101991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -101993.195312 Penalty: 673.955383
	Iteration 19Q: 3 clusters Score -101993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -101993.484375 Penalty: 673.955383
	Iteration 20F: 3 clusters Score -101993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -101993.781250 Penalty: 673.955383
	Iteration 21Q: 3 clusters Score -101993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -101993.781250 Penalty: 673.955383
	Iteration 22F: 3 clusters Score -101993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -490069.187500 Penalty: 407.560883
	Iteration 0F: 2 clusters Score -490069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -484879.406250 Penalty: 815.121765
	Iteration 0F: 3 clusters Score -484879.4 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -486786.500000 Penalty: 815.121765
	Iteration 1F: 3 clusters Score -486786.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -486903.312500 Penalty: 815.121765
	Iteration 2Q: 3 clusters Score -486903.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -487027.375000 Penalty: 815.121765
	Iteration 3Q: 3 clusters Score -487027.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -487187.812500 Penalty: 815.121765
	Iteration 4Q: 3 clusters Score -487187.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -487410.500000 Penalty: 815.121765
	Iteration 5F: 3 clusters Score -487410.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -487734.593750 Penalty: 815.121765
	Iteration 6F: 3 clusters Score -487734.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -488166.687500 Penalty: 815.121765
	Iteration 7F: 3 clusters Score -488166.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -488675.687500 Penalty: 815.121765
	Iteration 8F: 3 clusters Score -488675.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -489078.812500 Penalty: 815.121765
	Iteration 9F: 3 clusters Score -489078.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -489332.750000 Penalty: 815.121765
	Iteration 10Q: 3 clusters Score -489332.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -489472.500000 Penalty: 815.121765
	Iteration 11Q: 3 clusters Score -489472.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -489555.687500 Penalty: 815.121765
	Iteration 12Q: 3 clusters Score -489555.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -489606.437500 Penalty: 815.121765
	Iteration 13Q: 3 clusters Score -489606.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -489644.687500 Penalty: 815.121765
	Iteration 14Q: 3 clusters Score -489644.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -489670.000000 Penalty: 815.121765
	Iteration 15Q: 3 clusters Score -489670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -489679.156250 Penalty: 815.121765
	Iteration 16Q: 3 clusters Score -489679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -489686.375000 Penalty: 815.121765
	Iteration 17Q: 3 clusters Score -489686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -489688.750000 Penalty: 815.121765
	Iteration 18Q: 3 clusters Score -489688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -489690.531250 Penalty: 815.121765
	Iteration 19Q: 3 clusters Score -489690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -489690.531250 Penalty: 815.121765
	Iteration 20F: 3 clusters Score -489690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -7447.350586 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -7447.351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7192.645508 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -7192.646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7262.359375 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -7262.359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7291.672363 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -7291.672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7312.235840 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -7312.236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7319.384277 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -7319.384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7324.291016 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -7324.291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7324.291016 Penalty: 450.980286
	Iteration 6F: 3 clusters Score -7324.291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -13613.897461 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -13613.9 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 106 members 
Entering Unmasked Estep 
Score: -13324.622070 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -13324.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13382.997070 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -13383 nChanged 11
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: -13403.004883 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -13403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13428.120117 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -13428.12 nChanged 8
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: -13440.375000 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -13440.38 nChanged 4
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: -13442.805664 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -13442.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13444.629883 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -13444.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13445.777344 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -13445.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13445.777344 Penalty: 480.771515
	Iteration 8F: 3 clusters Score -13445.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Entering Unmasked Estep 
Score: -3991976.750000 Penalty: 503.512848
	Iteration 0F: 2 clusters Score -3991977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -3948863.750000 Penalty: 1007.025696
	Iteration 0F: 3 clusters Score -3948864 nChanged 31149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3967362.750000 Penalty: 1007.025696
	Iteration 1F: 3 clusters Score -3967363 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3968022.250000 Penalty: 1007.025696
	Iteration 2Q: 3 clusters Score -3968022 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3968913.250000 Penalty: 1007.025696
	Iteration 3Q: 3 clusters Score -3968913 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3970375.750000 Penalty: 1007.025696
	Iteration 4Q: 3 clusters Score -3970376 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3972809.000000 Penalty: 1007.025696
	Iteration 5F: 3 clusters Score -3972809 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3976176.250000 Penalty: 1007.025696
	Iteration 6F: 3 clusters Score -3976176 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3979468.250000 Penalty: 1007.025696
	Iteration 7F: 3 clusters Score -3979468 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3981130.750000 Penalty: 1007.025696
	Iteration 8F: 3 clusters Score -3981131 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3981732.750000 Penalty: 1007.025696
	Iteration 9Q: 3 clusters Score -3981733 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3982109.500000 Penalty: 1007.025696
	Iteration 10Q: 3 clusters Score -3982110 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3982504.250000 Penalty: 1007.025696
	Iteration 11Q: 3 clusters Score -3982504 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3982965.000000 Penalty: 1007.025696
	Iteration 12Q: 3 clusters Score -3982965 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3983550.000000 Penalty: 1007.025696
	Iteration 13Q: 3 clusters Score -3983550 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3984155.250000 Penalty: 1007.025696
	Iteration 14Q: 3 clusters Score -3984155 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3984751.500000 Penalty: 1007.025696
	Iteration 15Q: 3 clusters Score -3984752 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3985403.000000 Penalty: 1007.025696
	Iteration 16Q: 3 clusters Score -3985403 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3986032.750000 Penalty: 1007.025696
	Iteration 17Q: 3 clusters Score -3986033 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3986619.000000 Penalty: 1007.025696
	Iteration 18Q: 3 clusters Score -3986619 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3987186.750000 Penalty: 1007.025696
	Iteration 19Q: 3 clusters Score -3987187 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3987788.750000 Penalty: 1007.025696
	Iteration 20F: 3 clusters Score -3987789 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3988377.250000 Penalty: 1007.025696
	Iteration 21Q: 3 clusters Score -3988377 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3988990.000000 Penalty: 1007.025696
	Iteration 22Q: 3 clusters Score -3988990 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3989497.250000 Penalty: 1007.025696
	Iteration 23Q: 3 clusters Score -3989497 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3989840.500000 Penalty: 1007.025696
	Iteration 24Q: 3 clusters Score -3989840 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3990061.250000 Penalty: 1007.025696
	Iteration 25Q: 3 clusters Score -3990061 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3990188.250000 Penalty: 1007.025696
	Iteration 26Q: 3 clusters Score -3990188 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3990264.000000 Penalty: 1007.025696
	Iteration 27Q: 3 clusters Score -3990264 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3990273.250000 Penalty: 1007.025696
	Iteration 28Q: 3 clusters Score -3990273 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3990294.500000 Penalty: 1007.025696
	Iteration 29Q: 3 clusters Score -3990294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3990288.000000 Penalty: 1007.025696
	Iteration 30Q: 3 clusters Score -3990288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3990287.250000 Penalty: 1007.025696
	Iteration 31Q: 3 clusters Score -3990287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3990295.000000 Penalty: 1007.025696
	Iteration 32Q: 3 clusters Score -3990295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3990294.000000 Penalty: 1007.025696
	Iteration 33Q: 3 clusters Score -3990294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3990297.000000 Penalty: 1007.025696
	Iteration 34Q: 3 clusters Score -3990297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3990296.000000 Penalty: 1007.025696
	Iteration 35Q: 3 clusters Score -3990296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3990297.250000 Penalty: 1007.025696
	Iteration 36Q: 3 clusters Score -3990297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3990300.250000 Penalty: 1007.025696
	Iteration 37Q: 3 clusters Score -3990300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3990300.000000 Penalty: 1007.025696
	Iteration 38Q: 3 clusters Score -3990300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3990303.500000 Penalty: 1007.025696
	Iteration 39Q: 3 clusters Score -3990304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3990309.750000 Penalty: 1007.025696
	Iteration 40F: 3 clusters Score -3990310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3990307.000000 Penalty: 1007.025696
	Iteration 41Q: 3 clusters Score -3990307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3990309.250000 Penalty: 1007.025696
	Iteration 42Q: 3 clusters Score -3990309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3990305.000000 Penalty: 1007.025696
	Iteration 43Q: 3 clusters Score -3990305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3990308.500000 Penalty: 1007.025696
	Iteration 44Q: 3 clusters Score -3990308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3990309.250000 Penalty: 1007.025696
	Iteration 45Q: 3 clusters Score -3990309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3990314.250000 Penalty: 1007.025696
	Iteration 46Q: 3 clusters Score -3990314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3990314.500000 Penalty: 1007.025696
	Iteration 47Q: 3 clusters Score -3990314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3990314.500000 Penalty: 1007.025696
	Iteration 48Q: 3 clusters Score -3990314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3990315.750000 Penalty: 1007.025696
	Iteration 49Q: 3 clusters Score -3990316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3990314.500000 Penalty: 1007.025696
	Iteration 50Q: 3 clusters Score -3990314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3990315.000000 Penalty: 1007.025696
	Iteration 51Q: 3 clusters Score -3990315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3990314.500000 Penalty: 1007.025696
	Iteration 52Q: 3 clusters Score -3990314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3990315.750000 Penalty: 1007.025696
	Iteration 53Q: 3 clusters Score -3990316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3990315.000000 Penalty: 1007.025696
	Iteration 54Q: 3 clusters Score -3990315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3990313.000000 Penalty: 1007.025696
	Iteration 55Q: 3 clusters Score -3990313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3990313.000000 Penalty: 1007.025696
	Iteration 56F: 3 clusters Score -3990313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -293936.468750 Penalty: 385.064117
	Iteration 0F: 2 clusters Score -293936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -290761.031250 Penalty: 770.128235
	Iteration 0F: 3 clusters Score -290761 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -292211.437500 Penalty: 770.128235
	Iteration 1F: 3 clusters Score -292211.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -292579.218750 Penalty: 770.128235
	Iteration 2F: 3 clusters Score -292579.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -293029.281250 Penalty: 770.128235
	Iteration 3F: 3 clusters Score -293029.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -293458.125000 Penalty: 770.128235
	Iteration 4F: 3 clusters Score -293458.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -293706.156250 Penalty: 770.128235
	Iteration 5F: 3 clusters Score -293706.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -293818.437500 Penalty: 770.128235
	Iteration 6Q: 3 clusters Score -293818.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -293864.125000 Penalty: 770.128235
	Iteration 7Q: 3 clusters Score -293864.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -293889.406250 Penalty: 770.128235
	Iteration 8Q: 3 clusters Score -293889.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -293906.312500 Penalty: 770.128235
	Iteration 9Q: 3 clusters Score -293906.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -293917.125000 Penalty: 770.128235
	Iteration 10Q: 3 clusters Score -293917.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -293923.093750 Penalty: 770.128235
	Iteration 11Q: 3 clusters Score -293923.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293928.781250 Penalty: 770.128235
	Iteration 12Q: 3 clusters Score -293928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293931.468750 Penalty: 770.128235
	Iteration 13Q: 3 clusters Score -293931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -293934.250000 Penalty: 770.128235
	Iteration 14Q: 3 clusters Score -293934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -293935.031250 Penalty: 770.128235
	Iteration 15Q: 3 clusters Score -293935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -293937.093750 Penalty: 770.128235
	Iteration 16Q: 3 clusters Score -293937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -293937.343750 Penalty: 770.128235
	Iteration 17Q: 3 clusters Score -293937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -293938.250000 Penalty: 770.128235
	Iteration 18Q: 3 clusters Score -293938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293938.437500 Penalty: 770.128235
	Iteration 19Q: 3 clusters Score -293938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -293939.312500 Penalty: 770.128235
	Iteration 20F: 3 clusters Score -293939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -293939.687500 Penalty: 770.128235
	Iteration 21Q: 3 clusters Score -293939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -293939.906250 Penalty: 770.128235
	Iteration 22Q: 3 clusters Score -293939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -293940.906250 Penalty: 770.128235
	Iteration 23Q: 3 clusters Score -293940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -293941.000000 Penalty: 770.128235
	Iteration 24Q: 3 clusters Score -293941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -293941.531250 Penalty: 770.128235
	Iteration 25Q: 3 clusters Score -293941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -293942.031250 Penalty: 770.128235
	Iteration 26Q: 3 clusters Score -293942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -293942.031250 Penalty: 770.128235
	Iteration 27F: 3 clusters Score -293942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 88286 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1368 members 
Entering Unmasked Estep 
Score: -53303880.000000 Penalty: 48026.093750
Splitting cluster 14 changes total score from -53304244.000000 to -53303880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (80598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Entering Unmasked Estep 
Score: -5005657.500000 Penalty: 514.023926
	Iteration 0F: 2 clusters Score -5005658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -4951393.500000 Penalty: 1028.047852
	Iteration 0F: 3 clusters Score -4951394 nChanged 39396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4975316.500000 Penalty: 1028.047852
	Iteration 1F: 3 clusters Score -4975316 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -4976419.500000 Penalty: 1028.047852
	Iteration 2Q: 3 clusters Score -4976420 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -4978219.000000 Penalty: 1028.047852
	Iteration 3Q: 3 clusters Score -4978219 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -4981252.500000 Penalty: 1028.047852
	Iteration 4F: 3 clusters Score -4981252 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -4986134.500000 Penalty: 1028.047852
	Iteration 5F: 3 clusters Score -4986134 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -4990974.000000 Penalty: 1028.047852
	Iteration 6F: 3 clusters Score -4990974 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -4993471.000000 Penalty: 1028.047852
	Iteration 7F: 3 clusters Score -4993471 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -4994173.000000 Penalty: 1028.047852
	Iteration 8Q: 3 clusters Score -4994173 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -4994436.000000 Penalty: 1028.047852
	Iteration 9Q: 3 clusters Score -4994436 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -4994667.500000 Penalty: 1028.047852
	Iteration 10Q: 3 clusters Score -4994668 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -4994900.000000 Penalty: 1028.047852
	Iteration 11Q: 3 clusters Score -4994900 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -4995158.000000 Penalty: 1028.047852
	Iteration 12Q: 3 clusters Score -4995158 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -4995357.000000 Penalty: 1028.047852
	Iteration 13Q: 3 clusters Score -4995357 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4995604.000000 Penalty: 1028.047852
	Iteration 14Q: 3 clusters Score -4995604 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -4995867.500000 Penalty: 1028.047852
	Iteration 15Q: 3 clusters Score -4995868 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -4996040.500000 Penalty: 1028.047852
	Iteration 16Q: 3 clusters Score -4996040 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -4996234.000000 Penalty: 1028.047852
	Iteration 17Q: 3 clusters Score -4996234 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -4996405.000000 Penalty: 1028.047852
	Iteration 18Q: 3 clusters Score -4996405 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -4996587.000000 Penalty: 1028.047852
	Iteration 19Q: 3 clusters Score -4996587 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -4996769.500000 Penalty: 1028.047852
	Iteration 20F: 3 clusters Score -4996770 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -4996960.500000 Penalty: 1028.047852
	Iteration 21Q: 3 clusters Score -4996960 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -4997074.500000 Penalty: 1028.047852
	Iteration 22Q: 3 clusters Score -4997074 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -4997213.500000 Penalty: 1028.047852
	Iteration 23Q: 3 clusters Score -4997214 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -4997351.500000 Penalty: 1028.047852
	Iteration 24Q: 3 clusters Score -4997352 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -4997468.500000 Penalty: 1028.047852
	Iteration 25Q: 3 clusters Score -4997468 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 55019 members 
Entering Unmasked Estep 
Score: -4997602.000000 Penalty: 1028.047852
	Iteration 26Q: 3 clusters Score -4997602 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -4997753.000000 Penalty: 1028.047852
	Iteration 27Q: 3 clusters Score -4997753 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -4997888.000000 Penalty: 1028.047852
	Iteration 28Q: 3 clusters Score -4997888 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -4998050.000000 Penalty: 1028.047852
	Iteration 29Q: 3 clusters Score -4998050 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -4998226.500000 Penalty: 1028.047852
	Iteration 30Q: 3 clusters Score -4998226 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -4998378.500000 Penalty: 1028.047852
	Iteration 31Q: 3 clusters Score -4998378 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -4998539.500000 Penalty: 1028.047852
	Iteration 32Q: 3 clusters Score -4998540 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -4998715.500000 Penalty: 1028.047852
	Iteration 33Q: 3 clusters Score -4998716 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -4998900.500000 Penalty: 1028.047852
	Iteration 34Q: 3 clusters Score -4998900 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -4999000.500000 Penalty: 1028.047852
	Iteration 35Q: 3 clusters Score -4999000 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -4999142.000000 Penalty: 1028.047852
	Iteration 36Q: 3 clusters Score -4999142 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -4999304.000000 Penalty: 1028.047852
	Iteration 37Q: 3 clusters Score -4999304 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -4999413.500000 Penalty: 1028.047852
	Iteration 38Q: 3 clusters Score -4999414 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -4999511.500000 Penalty: 1028.047852
	Iteration 39Q: 3 clusters Score -4999512 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -4999631.500000 Penalty: 1028.047852
	Iteration 40F: 3 clusters Score -4999632 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -4999814.000000 Penalty: 1028.047852
	Iteration 41Q: 3 clusters Score -4999814 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -4999968.000000 Penalty: 1028.047852
	Iteration 42Q: 3 clusters Score -4999968 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -5000089.500000 Penalty: 1028.047852
	Iteration 43Q: 3 clusters Score -5000090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -5000202.500000 Penalty: 1028.047852
	Iteration 44Q: 3 clusters Score -5000202 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -5000314.000000 Penalty: 1028.047852
	Iteration 45Q: 3 clusters Score -5000314 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -5000433.000000 Penalty: 1028.047852
	Iteration 46Q: 3 clusters Score -5000433 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -5000545.000000 Penalty: 1028.047852
	Iteration 47Q: 3 clusters Score -5000545 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -5000630.000000 Penalty: 1028.047852
	Iteration 48Q: 3 clusters Score -5000630 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -5000735.000000 Penalty: 1028.047852
	Iteration 49Q: 3 clusters Score -5000735 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -5000833.000000 Penalty: 1028.047852
	Iteration 50Q: 3 clusters Score -5000833 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -5000914.000000 Penalty: 1028.047852
	Iteration 51Q: 3 clusters Score -5000914 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -5000990.500000 Penalty: 1028.047852
	Iteration 52Q: 3 clusters Score -5000990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -5001055.500000 Penalty: 1028.047852
	Iteration 53Q: 3 clusters Score -5001056 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -5001123.500000 Penalty: 1028.047852
	Iteration 54Q: 3 clusters Score -5001124 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -5001167.500000 Penalty: 1028.047852
	Iteration 55Q: 3 clusters Score -5001168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -5001220.000000 Penalty: 1028.047852
	Iteration 56Q: 3 clusters Score -5001220 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -5001256.000000 Penalty: 1028.047852
	Iteration 57Q: 3 clusters Score -5001256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -5001269.500000 Penalty: 1028.047852
	Iteration 58Q: 3 clusters Score -5001270 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -5001335.500000 Penalty: 1028.047852
	Iteration 59Q: 3 clusters Score -5001336 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -5001368.500000 Penalty: 1028.047852
	Iteration 60F: 3 clusters Score -5001368 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -5001402.000000 Penalty: 1028.047852
	Iteration 61Q: 3 clusters Score -5001402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -5001439.500000 Penalty: 1028.047852
	Iteration 62Q: 3 clusters Score -5001440 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -5001487.000000 Penalty: 1028.047852
	Iteration 63Q: 3 clusters Score -5001487 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -5001553.000000 Penalty: 1028.047852
	Iteration 64Q: 3 clusters Score -5001553 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -5001583.500000 Penalty: 1028.047852
	Iteration 65Q: 3 clusters Score -5001584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -5001632.500000 Penalty: 1028.047852
	Iteration 66Q: 3 clusters Score -5001632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -5001670.500000 Penalty: 1028.047852
	Iteration 67Q: 3 clusters Score -5001670 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -5001706.500000 Penalty: 1028.047852
	Iteration 68Q: 3 clusters Score -5001706 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -5001775.500000 Penalty: 1028.047852
	Iteration 69Q: 3 clusters Score -5001776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -5001799.500000 Penalty: 1028.047852
	Iteration 70Q: 3 clusters Score -5001800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -5001853.500000 Penalty: 1028.047852
	Iteration 71Q: 3 clusters Score -5001854 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -5001869.500000 Penalty: 1028.047852
	Iteration 72Q: 3 clusters Score -5001870 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -5001906.500000 Penalty: 1028.047852
	Iteration 73Q: 3 clusters Score -5001906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -5001949.500000 Penalty: 1028.047852
	Iteration 74Q: 3 clusters Score -5001950 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -5002004.000000 Penalty: 1028.047852
	Iteration 75Q: 3 clusters Score -5002004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -5002028.500000 Penalty: 1028.047852
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 67119 members 
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Mstep: Class 2 contains 67292 members 
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Mstep: Class 2 contains 67468 members 
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Mstep: Class 2 contains 67650 members 
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Mstep: Class 2 contains 67851 members 
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Mstep: Class 2 contains 68056 members 
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	Iteration 169Q: 3 clusters Score -5005522 nChanged 6
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Entering Unmasked Estep 
Score: -5005523.000000 Penalty: 1028.047852
	Iteration 170Q: 3 clusters Score -5005523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -5005527.500000 Penalty: 1028.047852
	Iteration 171Q: 3 clusters Score -5005528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -5005524.500000 Penalty: 1028.047852
	Iteration 172Q: 3 clusters Score -5005524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -5005523.500000 Penalty: 1028.047852
	Iteration 173Q: 3 clusters Score -5005524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -5005527.000000 Penalty: 1028.047852
	Iteration 174Q: 3 clusters Score -5005527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -5005527.000000 Penalty: 1028.047852
	Iteration 175Q: 3 clusters Score -5005527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -5005527.000000 Penalty: 1028.047852
	Iteration 176F: 3 clusters Score -5005527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Entering Unmasked Estep 
Score: -1972149.375000 Penalty: 471.837158
	Iteration 0F: 2 clusters Score -1972149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1950730.250000 Penalty: 943.674316
	Iteration 0F: 3 clusters Score -1950730 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1959569.250000 Penalty: 943.674316
	Iteration 1F: 3 clusters Score -1959569 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1959952.250000 Penalty: 943.674316
	Iteration 2Q: 3 clusters Score -1959952 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1960450.625000 Penalty: 943.674316
	Iteration 3Q: 3 clusters Score -1960451 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1961174.625000 Penalty: 943.674316
	Iteration 4Q: 3 clusters Score -1961175 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1962239.000000 Penalty: 943.674316
	Iteration 5F: 3 clusters Score -1962239 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1963729.625000 Penalty: 943.674316
	Iteration 6F: 3 clusters Score -1963730 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1965563.625000 Penalty: 943.674316
	Iteration 7F: 3 clusters Score -1965564 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1966849.625000 Penalty: 943.674316
	Iteration 8F: 3 clusters Score -1966850 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1967348.375000 Penalty: 943.674316
	Iteration 9Q: 3 clusters Score -1967348 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1967543.750000 Penalty: 943.674316
	Iteration 10Q: 3 clusters Score -1967544 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1967694.250000 Penalty: 943.674316
	Iteration 11Q: 3 clusters Score -1967694 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1967791.375000 Penalty: 943.674316
	Iteration 12Q: 3 clusters Score -1967791 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1967905.125000 Penalty: 943.674316
	Iteration 13Q: 3 clusters Score -1967905 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1968009.125000 Penalty: 943.674316
	Iteration 14Q: 3 clusters Score -1968009 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1968114.250000 Penalty: 943.674316
	Iteration 15Q: 3 clusters Score -1968114 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1968218.125000 Penalty: 943.674316
	Iteration 16Q: 3 clusters Score -1968218 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1968321.500000 Penalty: 943.674316
	Iteration 17Q: 3 clusters Score -1968322 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1968417.000000 Penalty: 943.674316
	Iteration 18Q: 3 clusters Score -1968417 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -1968508.375000 Penalty: 943.674316
	Iteration 19Q: 3 clusters Score -1968508 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1968575.125000 Penalty: 943.674316
	Iteration 20F: 3 clusters Score -1968575 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -1968635.250000 Penalty: 943.674316
	Iteration 21Q: 3 clusters Score -1968635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1968682.750000 Penalty: 943.674316
	Iteration 22Q: 3 clusters Score -1968683 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1968742.875000 Penalty: 943.674316
	Iteration 23Q: 3 clusters Score -1968743 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1968779.375000 Penalty: 943.674316
	Iteration 24Q: 3 clusters Score -1968779 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1968836.625000 Penalty: 943.674316
	Iteration 25Q: 3 clusters Score -1968837 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1968897.125000 Penalty: 943.674316
	Iteration 26Q: 3 clusters Score -1968897 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -1968960.250000 Penalty: 943.674316
	Iteration 27Q: 3 clusters Score -1968960 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1969032.625000 Penalty: 943.674316
	Iteration 28Q: 3 clusters Score -1969033 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -1969116.250000 Penalty: 943.674316
	Iteration 29Q: 3 clusters Score -1969116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1969186.625000 Penalty: 943.674316
	Iteration 30Q: 3 clusters Score -1969187 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1969248.375000 Penalty: 943.674316
	Iteration 31Q: 3 clusters Score -1969248 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1969301.250000 Penalty: 943.674316
	Iteration 32Q: 3 clusters Score -1969301 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -1969349.000000 Penalty: 943.674316
	Iteration 33Q: 3 clusters Score -1969349 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -1969411.500000 Penalty: 943.674316
	Iteration 34Q: 3 clusters Score -1969412 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -1969451.625000 Penalty: 943.674316
	Iteration 35Q: 3 clusters Score -1969452 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1969505.125000 Penalty: 943.674316
	Iteration 36Q: 3 clusters Score -1969505 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -1969546.875000 Penalty: 943.674316
	Iteration 37Q: 3 clusters Score -1969547 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -1969603.500000 Penalty: 943.674316
	Iteration 38Q: 3 clusters Score -1969604 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -1969655.500000 Penalty: 943.674316
	Iteration 39Q: 3 clusters Score -1969656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -1969712.875000 Penalty: 943.674316
	Iteration 40F: 3 clusters Score -1969713 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -1969780.875000 Penalty: 943.674316
	Iteration 41Q: 3 clusters Score -1969781 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -1969831.500000 Penalty: 943.674316
	Iteration 42Q: 3 clusters Score -1969832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -1969900.500000 Penalty: 943.674316
	Iteration 43Q: 3 clusters Score -1969900 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -1969968.125000 Penalty: 943.674316
	Iteration 44Q: 3 clusters Score -1969968 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1970047.500000 Penalty: 943.674316
	Iteration 45Q: 3 clusters Score -1970048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -1970129.875000 Penalty: 943.674316
	Iteration 46Q: 3 clusters Score -1970130 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -1970231.125000 Penalty: 943.674316
	Iteration 47Q: 3 clusters Score -1970231 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1970308.875000 Penalty: 943.674316
	Iteration 48Q: 3 clusters Score -1970309 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1970400.000000 Penalty: 943.674316
	Iteration 49Q: 3 clusters Score -1970400 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -1970502.875000 Penalty: 943.674316
	Iteration 50Q: 3 clusters Score -1970503 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -1970594.000000 Penalty: 943.674316
	Iteration 51Q: 3 clusters Score -1970594 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -1970711.750000 Penalty: 943.674316
	Iteration 52Q: 3 clusters Score -1970712 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -1970823.750000 Penalty: 943.674316
	Iteration 53Q: 3 clusters Score -1970824 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -1970945.750000 Penalty: 943.674316
	Iteration 54Q: 3 clusters Score -1970946 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -1971050.000000 Penalty: 943.674316
	Iteration 55Q: 3 clusters Score -1971050 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -1971142.000000 Penalty: 943.674316
	Iteration 56Q: 3 clusters Score -1971142 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -1971221.000000 Penalty: 943.674316
	Iteration 57Q: 3 clusters Score -1971221 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -1971300.750000 Penalty: 943.674316
	Iteration 58Q: 3 clusters Score -1971301 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -1971367.250000 Penalty: 943.674316
	Iteration 59Q: 3 clusters Score -1971367 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -1971423.250000 Penalty: 943.674316
	Iteration 60F: 3 clusters Score -1971423 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -1971488.500000 Penalty: 943.674316
	Iteration 61Q: 3 clusters Score -1971488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -1971532.375000 Penalty: 943.674316
	Iteration 62Q: 3 clusters Score -1971532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -1971571.000000 Penalty: 943.674316
	Iteration 63Q: 3 clusters Score -1971571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -1971608.250000 Penalty: 943.674316
	Iteration 64Q: 3 clusters Score -1971608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -1971635.625000 Penalty: 943.674316
	Iteration 65Q: 3 clusters Score -1971636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -1971671.375000 Penalty: 943.674316
	Iteration 66Q: 3 clusters Score -1971671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -1971697.750000 Penalty: 943.674316
	Iteration 67Q: 3 clusters Score -1971698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -1971717.375000 Penalty: 943.674316
	Iteration 68Q: 3 clusters Score -1971717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -1971743.875000 Penalty: 943.674316
	Iteration 69Q: 3 clusters Score -1971744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -1971765.750000 Penalty: 943.674316
	Iteration 70Q: 3 clusters Score -1971766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -1971781.000000 Penalty: 943.674316
	Iteration 71Q: 3 clusters Score -1971781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -1971789.375000 Penalty: 943.674316
	Iteration 72Q: 3 clusters Score -1971789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -1971792.875000 Penalty: 943.674316
	Iteration 73Q: 3 clusters Score -1971793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1971800.750000 Penalty: 943.674316
	Iteration 74Q: 3 clusters Score -1971801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -1971807.500000 Penalty: 943.674316
	Iteration 75Q: 3 clusters Score -1971808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -1971807.000000 Penalty: 943.674316
	Iteration 76Q: 3 clusters Score -1971807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -1971810.250000 Penalty: 943.674316
	Iteration 77Q: 3 clusters Score -1971810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -1971814.125000 Penalty: 943.674316
	Iteration 78Q: 3 clusters Score -1971814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -1971824.000000 Penalty: 943.674316
	Iteration 79Q: 3 clusters Score -1971824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -1971829.625000 Penalty: 943.674316
	Iteration 80F: 3 clusters Score -1971830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -1971834.375000 Penalty: 943.674316
	Iteration 81Q: 3 clusters Score -1971834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -1971836.000000 Penalty: 943.674316
	Iteration 82Q: 3 clusters Score -1971836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -1971836.750000 Penalty: 943.674316
	Iteration 83Q: 3 clusters Score -1971837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -1971842.125000 Penalty: 943.674316
	Iteration 84Q: 3 clusters Score -1971842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -1971847.500000 Penalty: 943.674316
	Iteration 85Q: 3 clusters Score -1971848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -1971850.500000 Penalty: 943.674316
	Iteration 86Q: 3 clusters Score -1971850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -1971853.375000 Penalty: 943.674316
	Iteration 87Q: 3 clusters Score -1971853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -1971856.750000 Penalty: 943.674316
	Iteration 88Q: 3 clusters Score -1971857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -1971856.000000 Penalty: 943.674316
	Iteration 89Q: 3 clusters Score -1971856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -1971857.500000 Penalty: 943.674316
	Iteration 90Q: 3 clusters Score -1971858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -1971856.500000 Penalty: 943.674316
	Iteration 91Q: 3 clusters Score -1971856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -1971858.000000 Penalty: 943.674316
	Iteration 92Q: 3 clusters Score -1971858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -1971859.500000 Penalty: 943.674316
	Iteration 93Q: 3 clusters Score -1971860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -1971863.625000 Penalty: 943.674316
	Iteration 94Q: 3 clusters Score -1971864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -1971865.500000 Penalty: 943.674316
	Iteration 95Q: 3 clusters Score -1971866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -1971864.375000 Penalty: 943.674316
	Iteration 96Q: 3 clusters Score -1971864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -1971864.375000 Penalty: 943.674316
	Iteration 97F: 3 clusters Score -1971864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7898.053711 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7898.054 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 73 members 
Entering Unmasked Estep 
Score: -7680.135742 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7680.136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7706.770996 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7706.771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7724.398926 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7724.399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7731.960938 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7731.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7734.195801 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7734.196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7735.205078 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7735.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7735.205078 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -7735.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40501.996094 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40502 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40701.886719 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40701.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40746.031250 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40746.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40789.648438 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -40789.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40813.160156 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40813.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40820.179688 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40820.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40826.300781 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40835.292969 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40835.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40846.343750 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40846.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40854.277344 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40854.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40861.769531 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40861.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40870.046875 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40870.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40871.628906 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40871.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40872.183594 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40872.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40872.183594 Penalty: 585.543701
	Iteration 14F: 3 clusters Score -40872.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -305935.562500 Penalty: 388.102020
	Iteration 0F: 2 clusters Score -305935.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -302560.375000 Penalty: 776.204041
	Iteration 0F: 3 clusters Score -302560.4 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -303848.281250 Penalty: 776.204041
	Iteration 1F: 3 clusters Score -303848.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -304000.812500 Penalty: 776.204041
	Iteration 2F: 3 clusters Score -304000.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -304140.875000 Penalty: 776.204041
	Iteration 3F: 3 clusters Score -304140.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -304304.062500 Penalty: 776.204041
	Iteration 4F: 3 clusters Score -304304.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -304519.562500 Penalty: 776.204041
	Iteration 5F: 3 clusters Score -304519.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -304761.750000 Penalty: 776.204041
	Iteration 6F: 3 clusters Score -304761.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -304969.125000 Penalty: 776.204041
	Iteration 7Q: 3 clusters Score -304969.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -305137.625000 Penalty: 776.204041
	Iteration 8Q: 3 clusters Score -305137.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -305245.562500 Penalty: 776.204041
	Iteration 9Q: 3 clusters Score -305245.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -305315.750000 Penalty: 776.204041
	Iteration 10Q: 3 clusters Score -305315.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -305374.000000 Penalty: 776.204041
	Iteration 11Q: 3 clusters Score -305374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -305416.062500 Penalty: 776.204041
	Iteration 12Q: 3 clusters Score -305416.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -305448.968750 Penalty: 776.204041
	Iteration 13Q: 3 clusters Score -305449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -305467.000000 Penalty: 776.204041
	Iteration 14Q: 3 clusters Score -305467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -305488.968750 Penalty: 776.204041
	Iteration 15Q: 3 clusters Score -305489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -305510.437500 Penalty: 776.204041
	Iteration 16Q: 3 clusters Score -305510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -305527.781250 Penalty: 776.204041
	Iteration 17Q: 3 clusters Score -305527.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -305543.875000 Penalty: 776.204041
	Iteration 18Q: 3 clusters Score -305543.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -305554.062500 Penalty: 776.204041
	Iteration 19Q: 3 clusters Score -305554.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -305564.093750 Penalty: 776.204041
	Iteration 20F: 3 clusters Score -305564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -305578.812500 Penalty: 776.204041
	Iteration 21Q: 3 clusters Score -305578.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -305587.687500 Penalty: 776.204041
	Iteration 22Q: 3 clusters Score -305587.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -305594.125000 Penalty: 776.204041
	Iteration 23Q: 3 clusters Score -305594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -305599.968750 Penalty: 776.204041
	Iteration 24Q: 3 clusters Score -305600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -305599.718750 Penalty: 776.204041
	Iteration 25Q: 3 clusters Score -305599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -305601.781250 Penalty: 776.204041
	Iteration 26Q: 3 clusters Score -305601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -305602.343750 Penalty: 776.204041
	Iteration 27Q: 3 clusters Score -305602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -305602.687500 Penalty: 776.204041
	Iteration 28Q: 3 clusters Score -305602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -305603.156250 Penalty: 776.204041
	Iteration 29Q: 3 clusters Score -305603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -305603.562500 Penalty: 776.204041
	Iteration 30Q: 3 clusters Score -305603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -305605.093750 Penalty: 776.204041
	Iteration 31Q: 3 clusters Score -305605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -305605.500000 Penalty: 776.204041
	Iteration 32Q: 3 clusters Score -305605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -305605.718750 Penalty: 776.204041
	Iteration 33Q: 3 clusters Score -305605.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -305605.718750 Penalty: 776.204041
	Iteration 34F: 3 clusters Score -305605.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (88286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Entering Unmasked Estep 
Score: -5438584.000000 Penalty: 518.169312
	Iteration 0F: 2 clusters Score -5438584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5379801.500000 Penalty: 1036.338623
	Iteration 0F: 3 clusters Score -5379802 nChanged 42953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5405557.500000 Penalty: 1036.338623
	Iteration 1F: 3 clusters Score -5405558 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5406985.000000 Penalty: 1036.338623
	Iteration 2Q: 3 clusters Score -5406985 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5409515.500000 Penalty: 1036.338623
	Iteration 3F: 3 clusters Score -5409516 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5413883.500000 Penalty: 1036.338623
	Iteration 4F: 3 clusters Score -5413884 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -5419904.000000 Penalty: 1036.338623
	Iteration 5F: 3 clusters Score -5419904 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5426629.000000 Penalty: 1036.338623
	Iteration 6F: 3 clusters Score -5426629 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5432294.500000 Penalty: 1036.338623
	Iteration 7F: 3 clusters Score -5432294 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5434419.500000 Penalty: 1036.338623
	Iteration 8Q: 3 clusters Score -5434420 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -5435025.000000 Penalty: 1036.338623
	Iteration 9Q: 3 clusters Score -5435025 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5435310.500000 Penalty: 1036.338623
	Iteration 10Q: 3 clusters Score -5435310 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -5435517.500000 Penalty: 1036.338623
	Iteration 11Q: 3 clusters Score -5435518 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5435736.500000 Penalty: 1036.338623
	Iteration 12Q: 3 clusters Score -5435736 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5435929.500000 Penalty: 1036.338623
	Iteration 13Q: 3 clusters Score -5435930 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5436108.500000 Penalty: 1036.338623
	Iteration 14Q: 3 clusters Score -5436108 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -5436342.500000 Penalty: 1036.338623
	Iteration 15Q: 3 clusters Score -5436342 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5436532.500000 Penalty: 1036.338623
	Iteration 16Q: 3 clusters Score -5436532 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -5436743.500000 Penalty: 1036.338623
	Iteration 17Q: 3 clusters Score -5436744 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -5437010.500000 Penalty: 1036.338623
	Iteration 18Q: 3 clusters Score -5437010 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5437236.500000 Penalty: 1036.338623
	Iteration 19Q: 3 clusters Score -5437236 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -5437438.500000 Penalty: 1036.338623
	Iteration 20F: 3 clusters Score -5437438 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -5437635.000000 Penalty: 1036.338623
	Iteration 21Q: 3 clusters Score -5437635 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5437870.000000 Penalty: 1036.338623
	Iteration 22Q: 3 clusters Score -5437870 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5438125.000000 Penalty: 1036.338623
	Iteration 23Q: 3 clusters Score -5438125 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -5438342.000000 Penalty: 1036.338623
	Iteration 24Q: 3 clusters Score -5438342 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -5438515.500000 Penalty: 1036.338623
	Iteration 25Q: 3 clusters Score -5438516 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -5438724.000000 Penalty: 1036.338623
	Iteration 26Q: 3 clusters Score -5438724 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -5438878.000000 Penalty: 1036.338623
	Iteration 27Q: 3 clusters Score -5438878 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -5439035.000000 Penalty: 1036.338623
	Iteration 28Q: 3 clusters Score -5439035 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -5439141.500000 Penalty: 1036.338623
	Iteration 29Q: 3 clusters Score -5439142 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -5439208.000000 Penalty: 1036.338623
	Iteration 30Q: 3 clusters Score -5439208 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -5439284.000000 Penalty: 1036.338623
	Iteration 31Q: 3 clusters Score -5439284 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5439332.500000 Penalty: 1036.338623
	Iteration 32Q: 3 clusters Score -5439332 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5439327.500000 Penalty: 1036.338623
	Iteration 33Q: 3 clusters Score -5439328 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5439320.000000 Penalty: 1036.338623
	Iteration 34Q: 3 clusters Score -5439320 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5439328.500000 Penalty: 1036.338623
	Iteration 35Q: 3 clusters Score -5439328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5439317.500000 Penalty: 1036.338623
	Iteration 36Q: 3 clusters Score -5439318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5439309.000000 Penalty: 1036.338623
	Iteration 37Q: 3 clusters Score -5439309 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5439295.000000 Penalty: 1036.338623
	Iteration 38Q: 3 clusters Score -5439295 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5439302.000000 Penalty: 1036.338623
	Iteration 39Q: 3 clusters Score -5439302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5439300.500000 Penalty: 1036.338623
	Iteration 40F: 3 clusters Score -5439300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5439305.500000 Penalty: 1036.338623
	Iteration 41Q: 3 clusters Score -5439306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5439294.500000 Penalty: 1036.338623
	Iteration 42Q: 3 clusters Score -5439294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5439284.500000 Penalty: 1036.338623
	Iteration 43Q: 3 clusters Score -5439284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5439268.000000 Penalty: 1036.338623
	Iteration 44Q: 3 clusters Score -5439268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5439260.000000 Penalty: 1036.338623
	Iteration 45Q: 3 clusters Score -5439260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5439251.000000 Penalty: 1036.338623
	Iteration 46Q: 3 clusters Score -5439251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5439254.000000 Penalty: 1036.338623
	Iteration 47Q: 3 clusters Score -5439254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5439249.000000 Penalty: 1036.338623
	Iteration 48Q: 3 clusters Score -5439249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5439236.500000 Penalty: 1036.338623
	Iteration 49Q: 3 clusters Score -5439236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5439225.000000 Penalty: 1036.338623
	Iteration 50Q: 3 clusters Score -5439225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5439221.500000 Penalty: 1036.338623
	Iteration 51Q: 3 clusters Score -5439222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5439218.500000 Penalty: 1036.338623
	Iteration 52Q: 3 clusters Score -5439218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5439214.000000 Penalty: 1036.338623
	Iteration 53Q: 3 clusters Score -5439214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5439202.500000 Penalty: 1036.338623
	Iteration 54Q: 3 clusters Score -5439202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5439196.500000 Penalty: 1036.338623
	Iteration 55Q: 3 clusters Score -5439196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5439185.500000 Penalty: 1036.338623
	Iteration 56Q: 3 clusters Score -5439186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5439187.000000 Penalty: 1036.338623
	Iteration 57Q: 3 clusters Score -5439187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5439185.500000 Penalty: 1036.338623
	Iteration 58Q: 3 clusters Score -5439186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5439180.500000 Penalty: 1036.338623
	Iteration 59Q: 3 clusters Score -5439180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86297 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5439184.500000 Penalty: 1036.338623
	Iteration 60F: 3 clusters Score -5439184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5439180.500000 Penalty: 1036.338623
	Iteration 61Q: 3 clusters Score -5439180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5439179.000000 Penalty: 1036.338623
	Iteration 62Q: 3 clusters Score -5439179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5439183.500000 Penalty: 1036.338623
	Iteration 63Q: 3 clusters Score -5439184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5439182.000000 Penalty: 1036.338623
	Iteration 64Q: 3 clusters Score -5439182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5439177.000000 Penalty: 1036.338623
	Iteration 65Q: 3 clusters Score -5439177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5439177.000000 Penalty: 1036.338623
	Iteration 66Q: 3 clusters Score -5439177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5439179.000000 Penalty: 1036.338623
	Iteration 67Q: 3 clusters Score -5439179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5439172.000000 Penalty: 1036.338623
	Iteration 68Q: 3 clusters Score -5439172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5439171.000000 Penalty: 1036.338623
	Iteration 69Q: 3 clusters Score -5439171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5439170.500000 Penalty: 1036.338623
	Iteration 70Q: 3 clusters Score -5439170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5439168.500000 Penalty: 1036.338623
	Iteration 71Q: 3 clusters Score -5439168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5439168.500000 Penalty: 1036.338623
	Iteration 72F: 3 clusters Score -5439168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Entering Unmasked Estep 
Score: -53304888.000000 Penalty: 48026.093750
Splitting cluster 20 changes total score from -53304244.000000 to -53304888.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14404.625977 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14404.63 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 133 members 
Entering Unmasked Estep 
Score: -14086.142578 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -14086.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14216.923828 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14216.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14293.111328 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14293.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14319.421875 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -14319.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14338.373047 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -14338.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14345.668945 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -14345.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14345.668945 Penalty: 503.178040
	Iteration 6F: 3 clusters Score -14345.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Entering Unmasked Estep 
Score: -2212394.750000 Penalty: 477.285919
	Iteration 0F: 2 clusters Score -2212395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2188293.500000 Penalty: 954.571838
	Iteration 0F: 3 clusters Score -2188294 nChanged 17276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2198756.750000 Penalty: 954.571838
	Iteration 1F: 3 clusters Score -2198757 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2199716.500000 Penalty: 954.571838
	Iteration 2Q: 3 clusters Score -2199716 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2201243.250000 Penalty: 954.571838
	Iteration 3F: 3 clusters Score -2201243 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2203422.500000 Penalty: 954.571838
	Iteration 4F: 3 clusters Score -2203422 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2205575.250000 Penalty: 954.571838
	Iteration 5F: 3 clusters Score -2205575 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2206848.250000 Penalty: 954.571838
	Iteration 6F: 3 clusters Score -2206848 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2207278.750000 Penalty: 954.571838
	Iteration 7Q: 3 clusters Score -2207279 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2207465.500000 Penalty: 954.571838
	Iteration 8Q: 3 clusters Score -2207466 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2207582.750000 Penalty: 954.571838
	Iteration 9Q: 3 clusters Score -2207583 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2207684.000000 Penalty: 954.571838
	Iteration 10Q: 3 clusters Score -2207684 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2207787.250000 Penalty: 954.571838
	Iteration 11Q: 3 clusters Score -2207787 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2207890.750000 Penalty: 954.571838
	Iteration 12Q: 3 clusters Score -2207891 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2207992.000000 Penalty: 954.571838
	Iteration 13Q: 3 clusters Score -2207992 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2208079.500000 Penalty: 954.571838
	Iteration 14Q: 3 clusters Score -2208080 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2208166.250000 Penalty: 954.571838
	Iteration 15Q: 3 clusters Score -2208166 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2208250.750000 Penalty: 954.571838
	Iteration 16Q: 3 clusters Score -2208251 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2208333.500000 Penalty: 954.571838
	Iteration 17Q: 3 clusters Score -2208334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2208417.500000 Penalty: 954.571838
	Iteration 18Q: 3 clusters Score -2208418 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2208502.250000 Penalty: 954.571838
	Iteration 19Q: 3 clusters Score -2208502 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2208569.000000 Penalty: 954.571838
	Iteration 20F: 3 clusters Score -2208569 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2208637.000000 Penalty: 954.571838
	Iteration 21Q: 3 clusters Score -2208637 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2208697.500000 Penalty: 954.571838
	Iteration 22Q: 3 clusters Score -2208698 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2208744.250000 Penalty: 954.571838
	Iteration 23Q: 3 clusters Score -2208744 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2208821.000000 Penalty: 954.571838
	Iteration 24Q: 3 clusters Score -2208821 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2208891.000000 Penalty: 954.571838
	Iteration 25Q: 3 clusters Score -2208891 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2208949.250000 Penalty: 954.571838
	Iteration 26Q: 3 clusters Score -2208949 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2209010.500000 Penalty: 954.571838
	Iteration 27Q: 3 clusters Score -2209010 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2209069.750000 Penalty: 954.571838
	Iteration 28Q: 3 clusters Score -2209070 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2209117.750000 Penalty: 954.571838
	Iteration 29Q: 3 clusters Score -2209118 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2209183.000000 Penalty: 954.571838
	Iteration 30Q: 3 clusters Score -2209183 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2209230.500000 Penalty: 954.571838
	Iteration 31Q: 3 clusters Score -2209230 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2209298.000000 Penalty: 954.571838
	Iteration 32Q: 3 clusters Score -2209298 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2209366.250000 Penalty: 954.571838
	Iteration 33Q: 3 clusters Score -2209366 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2209437.750000 Penalty: 954.571838
	Iteration 34Q: 3 clusters Score -2209438 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2209505.250000 Penalty: 954.571838
	Iteration 35Q: 3 clusters Score -2209505 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2209565.000000 Penalty: 954.571838
	Iteration 36Q: 3 clusters Score -2209565 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2209640.750000 Penalty: 954.571838
	Iteration 37Q: 3 clusters Score -2209641 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2209718.500000 Penalty: 954.571838
	Iteration 38Q: 3 clusters Score -2209718 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2209826.750000 Penalty: 954.571838
	Iteration 39Q: 3 clusters Score -2209827 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2209932.750000 Penalty: 954.571838
	Iteration 40F: 3 clusters Score -2209933 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2210066.750000 Penalty: 954.571838
	Iteration 41Q: 3 clusters Score -2210067 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2210197.000000 Penalty: 954.571838
	Iteration 42Q: 3 clusters Score -2210197 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2210340.000000 Penalty: 954.571838
	Iteration 43Q: 3 clusters Score -2210340 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2210489.250000 Penalty: 954.571838
	Iteration 44Q: 3 clusters Score -2210489 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2210620.750000 Penalty: 954.571838
	Iteration 45Q: 3 clusters Score -2210621 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2210754.000000 Penalty: 954.571838
	Iteration 46Q: 3 clusters Score -2210754 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2210886.750000 Penalty: 954.571838
	Iteration 47Q: 3 clusters Score -2210887 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2211021.000000 Penalty: 954.571838
	Iteration 48Q: 3 clusters Score -2211021 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2211122.750000 Penalty: 954.571838
	Iteration 49Q: 3 clusters Score -2211123 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2211222.250000 Penalty: 954.571838
	Iteration 50Q: 3 clusters Score -2211222 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2211324.750000 Penalty: 954.571838
	Iteration 51Q: 3 clusters Score -2211325 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2211438.000000 Penalty: 954.571838
	Iteration 52Q: 3 clusters Score -2211438 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2211531.250000 Penalty: 954.571838
	Iteration 53Q: 3 clusters Score -2211531 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2211615.750000 Penalty: 954.571838
	Iteration 54Q: 3 clusters Score -2211616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2211695.500000 Penalty: 954.571838
	Iteration 55Q: 3 clusters Score -2211696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2211751.250000 Penalty: 954.571838
	Iteration 56Q: 3 clusters Score -2211751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2211793.250000 Penalty: 954.571838
	Iteration 57Q: 3 clusters Score -2211793 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2211838.250000 Penalty: 954.571838
	Iteration 58Q: 3 clusters Score -2211838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2211881.750000 Penalty: 954.571838
	Iteration 59Q: 3 clusters Score -2211882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2211901.250000 Penalty: 954.571838
	Iteration 60F: 3 clusters Score -2211901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2211920.250000 Penalty: 954.571838
	Iteration 61Q: 3 clusters Score -2211920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2211936.500000 Penalty: 954.571838
	Iteration 62Q: 3 clusters Score -2211936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2211947.500000 Penalty: 954.571838
	Iteration 63Q: 3 clusters Score -2211948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2211955.750000 Penalty: 954.571838
	Iteration 64Q: 3 clusters Score -2211956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2211956.250000 Penalty: 954.571838
	Iteration 65Q: 3 clusters Score -2211956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2211955.750000 Penalty: 954.571838
	Iteration 66Q: 3 clusters Score -2211956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2211957.000000 Penalty: 954.571838
	Iteration 67Q: 3 clusters Score -2211957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2211963.500000 Penalty: 954.571838
	Iteration 68Q: 3 clusters Score -2211964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2211968.000000 Penalty: 954.571838
	Iteration 69Q: 3 clusters Score -2211968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2211971.250000 Penalty: 954.571838
	Iteration 70Q: 3 clusters Score -2211971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2211974.250000 Penalty: 954.571838
	Iteration 71Q: 3 clusters Score -2211974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2211981.000000 Penalty: 954.571838
	Iteration 72Q: 3 clusters Score -2211981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2211982.750000 Penalty: 954.571838
	Iteration 73Q: 3 clusters Score -2211983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2211981.500000 Penalty: 954.571838
	Iteration 74Q: 3 clusters Score -2211982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2211983.500000 Penalty: 954.571838
	Iteration 75Q: 3 clusters Score -2211984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2211987.000000 Penalty: 954.571838
	Iteration 76Q: 3 clusters Score -2211987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2211988.750000 Penalty: 954.571838
	Iteration 77Q: 3 clusters Score -2211989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2211992.500000 Penalty: 954.571838
	Iteration 78Q: 3 clusters Score -2211992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2211991.750000 Penalty: 954.571838
	Iteration 79Q: 3 clusters Score -2211992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2211994.000000 Penalty: 954.571838
	Iteration 80F: 3 clusters Score -2211994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2211995.500000 Penalty: 954.571838
	Iteration 81Q: 3 clusters Score -2211996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2211995.500000 Penalty: 954.571838
	Iteration 82F: 3 clusters Score -2211996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20262.322266 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20262.32 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 171 members 
Entering Unmasked Estep 
Score: -19904.720703 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19904.72 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20018.900391 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -20018.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20054.037109 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -20054.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20063.898438 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -20063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20071.267578 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -20071.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20079.330078 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -20079.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20083.822266 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -20083.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20090.474609 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -20090.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20098.916016 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -20098.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20104.125000 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -20104.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20106.005859 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -20106.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20107.125000 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -20107.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20108.208984 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -20108.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20108.208984 Penalty: 522.904541
	Iteration 13F: 3 clusters Score -20108.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -72064.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -71147.507812 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -71147.51 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71453.710938 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -71453.71 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71575.242188 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -71575.24 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71716.437500 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -71716.44 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71800.796875 Penalty: 641.324097
	Iteration 4F: 3 clusters Score -71800.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71882.335938 Penalty: 641.324097
	Iteration 5F: 3 clusters Score -71882.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71927.929688 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -71927.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71961.125000 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -71961.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71988.960938 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -71988.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72007.101562 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -72007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72021.687500 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -72021.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72037.289062 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -72037.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72045.195312 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -72045.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72049.593750 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -72049.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72051.710938 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -72051.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72054.523438 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -72054.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72056.929688 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -72056.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72060.421875 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -72060.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72063.078125 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -72063.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72067.835938 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -72067.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72073.000000 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -72073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72075.718750 Penalty: 641.324097
	Iteration 21Q: 3 clusters Score -72075.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72078.625000 Penalty: 641.324097
	Iteration 22Q: 3 clusters Score -72078.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72081.515625 Penalty: 641.324097
	Iteration 23Q: 3 clusters Score -72081.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72083.437500 Penalty: 641.324097
	Iteration 24Q: 3 clusters Score -72083.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72083.382812 Penalty: 641.324097
	Iteration 25Q: 3 clusters Score -72083.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72085.507812 Penalty: 641.324097
	Iteration 26Q: 3 clusters Score -72085.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72087.296875 Penalty: 641.324097
	Iteration 27Q: 3 clusters Score -72087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72086.750000 Penalty: 641.324097
	Iteration 28Q: 3 clusters Score -72086.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72088.609375 Penalty: 641.324097
	Iteration 29Q: 3 clusters Score -72088.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72088.757812 Penalty: 641.324097
	Iteration 30Q: 3 clusters Score -72088.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72089.054688 Penalty: 641.324097
	Iteration 31Q: 3 clusters Score -72089.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72089.054688 Penalty: 641.324097
	Iteration 32F: 3 clusters Score -72089.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Entering Unmasked Estep 
Score: -53304568.000000 Penalty: 48649.812500
Splitting cluster 24 changes total score from -53304244.000000 to -53304568.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 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 112 members 
Entering Unmasked Estep 
Score: -13672.915039 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13672.92 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13772.733398 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13772.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13811.073242 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13811.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13824.107422 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13824.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13835.901367 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13851.853516 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13851.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13862.352539 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13862.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13865.284180 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13865.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13865.284180 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -13865.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -59565.421875 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -59565.42 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 485 members 
Entering Unmasked Estep 
Score: -58769.152344 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -58769.15 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -58991.496094 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -58991.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59039.996094 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -59040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59080.488281 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -59080.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -59120.593750 Penalty: 624.985657
	Iteration 4F: 3 clusters Score -59120.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59151.363281 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -59151.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59177.195312 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -59177.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -59197.593750 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -59197.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -59218.238281 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -59218.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59233.750000 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -59233.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59250.878906 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -59250.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59268.500000 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -59268.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -59311.425781 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -59311.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -59399.218750 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -59399.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59462.335938 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -59462.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59489.019531 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -59489.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -59515.000000 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -59515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59534.210938 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -59534.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -59541.050781 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -59541.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59543.867188 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -59543.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -59546.277344 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -59546.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -13369.466797 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -13369.47 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 184 members 
Entering Unmasked Estep 
Score: -12977.701172 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -12977.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13169.732422 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -13169.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13283.573242 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -13283.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13368.622070 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -13368.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13391.047852 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -13391.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13401.606445 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -13401.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13415.045898 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -13415.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13418.188477 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -13418.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13422.554688 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -13422.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13427.335938 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -13427.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13432.190430 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -13432.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13434.063477 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -13434.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13434.863281 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -13434.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13436.465820 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -13436.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13436.465820 Penalty: 542.451477
	Iteration 14F: 3 clusters Score -13436.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Entering Unmasked Estep 
Score: -53304248.000000 Penalty: 49273.527344
Splitting cluster 27 changes total score from -53304244.000000 to -53304248.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 28 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -4826.531738 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -4826.532 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 48 members 
Entering Unmasked Estep 
Score: -4616.944336 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4616.944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4664.662598 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4664.663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4682.943359 Penalty: 425.227417
	Iteration 2F: 3 clusters Score -4682.943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4697.266113 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -4697.266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4701.858887 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4701.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4704.305176 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -4704.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4706.085449 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -4706.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4709.506836 Penalty: 425.227417
	Iteration 7Q: 3 clusters Score -4709.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4716.210938 Penalty: 425.227417
	Iteration 8Q: 3 clusters Score -4716.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4716.210938 Penalty: 425.227417
	Iteration 9F: 3 clusters Score -4716.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -22739.257812 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -22739.26 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 197 members 
Entering Unmasked Estep 
Score: -22322.148438 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -22322.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22428.798828 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -22428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22458.324219 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -22458.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22475.191406 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -22475.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22490.341797 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -22490.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22505.792969 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -22505.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22517.220703 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -22517.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22526.326172 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -22526.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22531.642578 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -22531.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22540.445312 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -22540.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22544.134766 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -22544.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22547.929688 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -22547.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22554.880859 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -22554.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22556.675781 Penalty: 539.350281
	Iteration 13Q: 3 clusters Score -22556.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22557.884766 Penalty: 539.350281
	Iteration 14Q: 3 clusters Score -22557.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22559.511719 Penalty: 539.350281
	Iteration 15Q: 3 clusters Score -22559.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22561.212891 Penalty: 539.350281
	Iteration 16Q: 3 clusters Score -22561.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22562.562500 Penalty: 539.350281
	Iteration 17Q: 3 clusters Score -22562.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22563.507812 Penalty: 539.350281
	Iteration 18Q: 3 clusters Score -22563.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22565.558594 Penalty: 539.350281
	Iteration 19Q: 3 clusters Score -22565.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22568.208984 Penalty: 539.350281
	Iteration 20F: 3 clusters Score -22568.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22569.652344 Penalty: 539.350281
	Iteration 21Q: 3 clusters Score -22569.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22569.894531 Penalty: 539.350281
	Iteration 22Q: 3 clusters Score -22569.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22569.894531 Penalty: 539.350281
	Iteration 23F: 3 clusters Score -22569.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22892.410156 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22892.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22491.232422 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22491.23 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22634.623047 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22634.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22712.968750 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22712.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22781.228516 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22781.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22851.599609 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -22851.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22892.738281 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22892.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22923.755859 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22923.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22936.417969 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22936.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22948.853516 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22948.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22963.013672 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22963.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22964.503906 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22964.880859 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22964.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22964.880859 Penalty: 538.374390
	Iteration 12F: 3 clusters Score -22964.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 190 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 181 members 
Entering Unmasked Estep 
Score: -53303912.000000 Penalty: 49897.242188
Splitting cluster 30 changes total score from -53304244.000000 to -53303912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -23735.253906 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -23735.25 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 215 members 
Entering Unmasked Estep 
Score: -23325.900391 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -23325.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23453.310547 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -23453.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23517.441406 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -23517.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23547.011719 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -23547.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23562.847656 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -23562.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23566.748047 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -23566.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23571.931641 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -23571.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23577.958984 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -23577.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23593.910156 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -23593.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23600.953125 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -23600.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23606.353516 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -23606.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23608.429688 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -23608.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23608.429688 Penalty: 540.075378
	Iteration 12F: 3 clusters Score -23608.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -5532.152832 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -5532.153 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 53 members 
Entering Unmasked Estep 
Score: -5354.154297 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -5354.154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5404.517090 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -5404.517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5417.457031 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -5417.457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5423.038086 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -5423.038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5430.636719 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -5430.637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5433.225098 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -5433.225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5439.923828 Penalty: 415.355682
	Iteration 6Q: 3 clusters Score -5439.924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5439.923828 Penalty: 415.355682
	Iteration 7F: 3 clusters Score -5439.924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -35316.605469 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -35316.61 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 311 members 
Entering Unmasked Estep 
Score: -34785.316406 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34785.32 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34970.472656 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -34970.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35088.343750 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -35088.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35198.949219 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -35198.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35263.984375 Penalty: 579.035522
	Iteration 4F: 3 clusters Score -35263.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35296.996094 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -35297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35321.203125 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -35321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35339.140625 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -35339.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35344.773438 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -35344.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35349.320312 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -35349.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35353.851562 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -35353.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35356.613281 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -35356.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35363.343750 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -35363.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35370.183594 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -35370.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35387.210938 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -35387.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35413.921875 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -35413.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35450.085938 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -35450.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35453.507812 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -35453.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35460.109375 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -35460.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35468.875000 Penalty: 579.035522
	Iteration 19Q: 3 clusters Score -35468.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35478.859375 Penalty: 579.035522
	Iteration 20F: 3 clusters Score -35478.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35493.863281 Penalty: 579.035522
	Iteration 21Q: 3 clusters Score -35493.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35523.667969 Penalty: 579.035522
	Iteration 22Q: 3 clusters Score -35523.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35571.109375 Penalty: 579.035522
	Iteration 23Q: 3 clusters Score -35571.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35573.843750 Penalty: 579.035522
	Iteration 24Q: 3 clusters Score -35573.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35573.843750 Penalty: 579.035522
	Iteration 25F: 3 clusters Score -35573.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 292 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 288 members 
Entering Unmasked Estep 
Score: -53304236.000000 Penalty: 49897.242188
Splitting cluster 33 changes total score from -53304244.000000 to -53304236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (38530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Entering Unmasked Estep 
Score: -2453115.750000 Penalty: 480.443268
	Iteration 0F: 2 clusters Score -2453116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2427225.250000 Penalty: 960.886536
	Iteration 0F: 3 clusters Score -2427225 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2438133.750000 Penalty: 960.886536
	Iteration 1F: 3 clusters Score -2438134 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2438651.500000 Penalty: 960.886536
	Iteration 2Q: 3 clusters Score -2438652 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2439375.250000 Penalty: 960.886536
	Iteration 3Q: 3 clusters Score -2439375 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2440551.750000 Penalty: 960.886536
	Iteration 4F: 3 clusters Score -2440552 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2442393.250000 Penalty: 960.886536
	Iteration 5F: 3 clusters Score -2442393 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2444897.500000 Penalty: 960.886536
	Iteration 6F: 3 clusters Score -2444898 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2447203.500000 Penalty: 960.886536
	Iteration 7F: 3 clusters Score -2447204 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2448334.000000 Penalty: 960.886536
	Iteration 8F: 3 clusters Score -2448334 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2448741.000000 Penalty: 960.886536
	Iteration 9Q: 3 clusters Score -2448741 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2448966.000000 Penalty: 960.886536
	Iteration 10Q: 3 clusters Score -2448966 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2449186.250000 Penalty: 960.886536
	Iteration 11Q: 3 clusters Score -2449186 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2449386.250000 Penalty: 960.886536
	Iteration 12Q: 3 clusters Score -2449386 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2449560.250000 Penalty: 960.886536
	Iteration 13Q: 3 clusters Score -2449560 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2449717.500000 Penalty: 960.886536
	Iteration 14Q: 3 clusters Score -2449718 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2449866.250000 Penalty: 960.886536
	Iteration 15Q: 3 clusters Score -2449866 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2450003.000000 Penalty: 960.886536
	Iteration 16Q: 3 clusters Score -2450003 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2450132.750000 Penalty: 960.886536
	Iteration 17Q: 3 clusters Score -2450133 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2450252.750000 Penalty: 960.886536
	Iteration 18Q: 3 clusters Score -2450253 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2450341.500000 Penalty: 960.886536
	Iteration 19Q: 3 clusters Score -2450342 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2450428.500000 Penalty: 960.886536
	Iteration 20F: 3 clusters Score -2450428 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2450496.500000 Penalty: 960.886536
	Iteration 21Q: 3 clusters Score -2450496 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2450551.500000 Penalty: 960.886536
	Iteration 22Q: 3 clusters Score -2450552 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2450603.500000 Penalty: 960.886536
	Iteration 23Q: 3 clusters Score -2450604 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2450659.000000 Penalty: 960.886536
	Iteration 24Q: 3 clusters Score -2450659 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2450713.750000 Penalty: 960.886536
	Iteration 25Q: 3 clusters Score -2450714 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2450761.250000 Penalty: 960.886536
	Iteration 26Q: 3 clusters Score -2450761 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2450780.750000 Penalty: 960.886536
	Iteration 27Q: 3 clusters Score -2450781 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2450805.000000 Penalty: 960.886536
	Iteration 28Q: 3 clusters Score -2450805 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2450816.000000 Penalty: 960.886536
	Iteration 29Q: 3 clusters Score -2450816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2450830.500000 Penalty: 960.886536
	Iteration 30Q: 3 clusters Score -2450830 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2450837.500000 Penalty: 960.886536
	Iteration 31Q: 3 clusters Score -2450838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2450848.000000 Penalty: 960.886536
	Iteration 32Q: 3 clusters Score -2450848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2450852.500000 Penalty: 960.886536
	Iteration 33Q: 3 clusters Score -2450852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2450852.250000 Penalty: 960.886536
	Iteration 34Q: 3 clusters Score -2450852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2450849.250000 Penalty: 960.886536
	Iteration 35Q: 3 clusters Score -2450849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2450852.000000 Penalty: 960.886536
	Iteration 36Q: 3 clusters Score -2450852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2450855.750000 Penalty: 960.886536
	Iteration 37Q: 3 clusters Score -2450856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2450861.500000 Penalty: 960.886536
	Iteration 38Q: 3 clusters Score -2450862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2450858.000000 Penalty: 960.886536
	Iteration 39Q: 3 clusters Score -2450858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2450856.750000 Penalty: 960.886536
	Iteration 40F: 3 clusters Score -2450857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2450853.000000 Penalty: 960.886536
	Iteration 41Q: 3 clusters Score -2450853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2450860.250000 Penalty: 960.886536
	Iteration 42Q: 3 clusters Score -2450860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2450860.500000 Penalty: 960.886536
	Iteration 43Q: 3 clusters Score -2450860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2450859.500000 Penalty: 960.886536
	Iteration 44Q: 3 clusters Score -2450860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2450859.250000 Penalty: 960.886536
	Iteration 45Q: 3 clusters Score -2450859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2450859.750000 Penalty: 960.886536
	Iteration 46Q: 3 clusters Score -2450860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2450857.750000 Penalty: 960.886536
	Iteration 47Q: 3 clusters Score -2450858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2450852.750000 Penalty: 960.886536
	Iteration 48Q: 3 clusters Score -2450853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2450851.750000 Penalty: 960.886536
	Iteration 49Q: 3 clusters Score -2450852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2450853.750000 Penalty: 960.886536
	Iteration 50Q: 3 clusters Score -2450854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2450853.750000 Penalty: 960.886536
	Iteration 51Q: 3 clusters Score -2450854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2450860.000000 Penalty: 960.886536
	Iteration 52Q: 3 clusters Score -2450860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2450866.750000 Penalty: 960.886536
	Iteration 53Q: 3 clusters Score -2450867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2450862.750000 Penalty: 960.886536
	Iteration 54Q: 3 clusters Score -2450863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2450862.000000 Penalty: 960.886536
	Iteration 55Q: 3 clusters Score -2450862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2450865.250000 Penalty: 960.886536
	Iteration 56Q: 3 clusters Score -2450865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2450864.000000 Penalty: 960.886536
	Iteration 57Q: 3 clusters Score -2450864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2450863.750000 Penalty: 960.886536
	Iteration 58Q: 3 clusters Score -2450864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2450863.250000 Penalty: 960.886536
	Iteration 59Q: 3 clusters Score -2450863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -2450863.750000 Penalty: 960.886536
	Iteration 60F: 3 clusters Score -2450864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2450865.500000 Penalty: 960.886536
	Iteration 61Q: 3 clusters Score -2450866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2450870.250000 Penalty: 960.886536
	Iteration 62Q: 3 clusters Score -2450870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2450865.750000 Penalty: 960.886536
	Iteration 63Q: 3 clusters Score -2450866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2450865.250000 Penalty: 960.886536
	Iteration 64Q: 3 clusters Score -2450865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2450871.500000 Penalty: 960.886536
	Iteration 65Q: 3 clusters Score -2450872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2450872.750000 Penalty: 960.886536
	Iteration 66Q: 3 clusters Score -2450873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2450873.750000 Penalty: 960.886536
	Iteration 67Q: 3 clusters Score -2450874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2450875.000000 Penalty: 960.886536
	Iteration 68Q: 3 clusters Score -2450875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2450869.250000 Penalty: 960.886536
	Iteration 69Q: 3 clusters Score -2450869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2450867.250000 Penalty: 960.886536
	Iteration 70Q: 3 clusters Score -2450867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2450867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2450870.000000 Penalty: 960.886536
	Iteration 72Q: 3 clusters Score -2450870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2450871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2450873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2450871.750000 Penalty: 960.886536
	Iteration 75Q: 3 clusters Score -2450872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2450873.000000 Penalty: 960.886536
	Iteration 76Q: 3 clusters Score -2450873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2450873.500000 Penalty: 960.886536
	Iteration 77Q: 3 clusters Score -2450874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2450872.000000 Penalty: 960.886536
	Iteration 78Q: 3 clusters Score -2450872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2450870.500000 Penalty: 960.886536
	Iteration 79Q: 3 clusters Score -2450870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2450872.500000 Penalty: 960.886536
	Iteration 80F: 3 clusters Score -2450872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2450873.250000 Penalty: 960.886536
	Iteration 81Q: 3 clusters Score -2450873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2450873.750000 Penalty: 960.886536
	Iteration 82Q: 3 clusters Score -2450874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2450870.750000 Penalty: 960.886536
	Iteration 83Q: 3 clusters Score -2450871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2450873.000000 Penalty: 960.886536
	Iteration 84Q: 3 clusters Score -2450873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2450871.000000 Penalty: 960.886536
	Iteration 85Q: 3 clusters Score -2450871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2450873.500000 Penalty: 960.886536
	Iteration 86Q: 3 clusters Score -2450874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2450870.500000 Penalty: 960.886536
	Iteration 87Q: 3 clusters Score -2450870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2450871.250000 Penalty: 960.886536
	Iteration 88Q: 3 clusters Score -2450871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2450872.000000 Penalty: 960.886536
	Iteration 89Q: 3 clusters Score -2450872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2450872.500000 Penalty: 960.886536
	Iteration 90Q: 3 clusters Score -2450872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2450874.500000 Penalty: 960.886536
	Iteration 91Q: 3 clusters Score -2450874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2450873.250000 Penalty: 960.886536
	Iteration 92Q: 3 clusters Score -2450873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2450875.500000 Penalty: 960.886536
	Iteration 93Q: 3 clusters Score -2450876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2450875.000000 Penalty: 960.886536
	Iteration 94Q: 3 clusters Score -2450875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2450871.750000 Penalty: 960.886536
	Iteration 95Q: 3 clusters Score -2450872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2450877.750000 Penalty: 960.886536
	Iteration 96Q: 3 clusters Score -2450878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2450873.500000 Penalty: 960.886536
	Iteration 97Q: 3 clusters Score -2450874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2450871.250000 Penalty: 960.886536
	Iteration 98Q: 3 clusters Score -2450871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2450872.000000 Penalty: 960.886536
	Iteration 99Q: 3 clusters Score -2450872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2450866.750000 Penalty: 960.886536
	Iteration 100F: 3 clusters Score -2450867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2450868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2450869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2450868.000000 Penalty: 960.886536
	Iteration 103Q: 3 clusters Score -2450868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2450868.750000 Penalty: 960.886536
	Iteration 104Q: 3 clusters Score -2450869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2450868.750000 Penalty: 960.886536
	Iteration 105Q: 3 clusters Score -2450869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2450868.500000 Penalty: 960.886536
	Iteration 106Q: 3 clusters Score -2450868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2450867.250000 Penalty: 960.886536
	Iteration 107Q: 3 clusters Score -2450867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2450870.250000 Penalty: 960.886536
	Iteration 108Q: 3 clusters Score -2450870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2450868.000000 Penalty: 960.886536
	Iteration 109Q: 3 clusters Score -2450868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2450867.500000 Penalty: 960.886536
	Iteration 110Q: 3 clusters Score -2450868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2450869.500000 Penalty: 960.886536
	Iteration 111Q: 3 clusters Score -2450870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2450869.250000 Penalty: 960.886536
	Iteration 112Q: 3 clusters Score -2450869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2450869.250000 Penalty: 960.886536
	Iteration 113Q: 3 clusters Score -2450869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2450865.500000 Penalty: 960.886536
	Iteration 114Q: 3 clusters Score -2450866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2450866.500000 Penalty: 960.886536
	Iteration 115Q: 3 clusters Score -2450866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2450864.750000 Penalty: 960.886536
	Iteration 116Q: 3 clusters Score -2450865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2450867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2450866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2450870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2450866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2450867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2450868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2450868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2450867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2450865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2450866 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
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	Iteration 127F: 3 clusters Score -2450866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (84493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84493 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5269578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5213310 nChanged 41070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5239712 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5242526 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5247248 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5252712 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -5256089.000000 Penalty: 1032.342651
	Iteration 5F: 3 clusters Score -5256089 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5257254.000000 Penalty: 1032.342651
	Iteration 6Q: 3 clusters Score -5257254 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5257712.000000 Penalty: 1032.342651
	Iteration 7Q: 3 clusters Score -5257712 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5257979.000000 Penalty: 1032.342651
	Iteration 8Q: 3 clusters Score -5257979 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -5258242.500000 Penalty: 1032.342651
	Iteration 9Q: 3 clusters Score -5258242 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5258449.500000 Penalty: 1032.342651
	Iteration 10Q: 3 clusters Score -5258450 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5258661.000000 Penalty: 1032.342651
	Iteration 11Q: 3 clusters Score -5258661 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5258917.500000 Penalty: 1032.342651
	Iteration 12Q: 3 clusters Score -5258918 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5259230.000000 Penalty: 1032.342651
	Iteration 13Q: 3 clusters Score -5259230 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -5259511.000000 Penalty: 1032.342651
	Iteration 14Q: 3 clusters Score -5259511 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -5259750.500000 Penalty: 1032.342651
	Iteration 15Q: 3 clusters Score -5259750 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5260056.500000 Penalty: 1032.342651
	Iteration 16Q: 3 clusters Score -5260056 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -5260357.500000 Penalty: 1032.342651
	Iteration 17Q: 3 clusters Score -5260358 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5260766.500000 Penalty: 1032.342651
	Iteration 18Q: 3 clusters Score -5260766 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -5261328.000000 Penalty: 1032.342651
	Iteration 19Q: 3 clusters Score -5261328 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -5261926.500000 Penalty: 1032.342651
	Iteration 20F: 3 clusters Score -5261926 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -5262564.500000 Penalty: 1032.342651
	Iteration 21Q: 3 clusters Score -5262564 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5263419.500000 Penalty: 1032.342651
	Iteration 22Q: 3 clusters Score -5263420 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -5264305.500000 Penalty: 1032.342651
	Iteration 23Q: 3 clusters Score -5264306 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5265249.000000 Penalty: 1032.342651
	Iteration 24Q: 3 clusters Score -5265249 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5266370.500000 Penalty: 1032.342651
	Iteration 25Q: 3 clusters Score -5266370 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5267096.500000 Penalty: 1032.342651
	Iteration 26Q: 3 clusters Score -5267096 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5267680.000000 Penalty: 1032.342651
	Iteration 27Q: 3 clusters Score -5267680 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5268113.500000 Penalty: 1032.342651
	Iteration 28Q: 3 clusters Score -5268114 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5268430.500000 Penalty: 1032.342651
	Iteration 29Q: 3 clusters Score -5268430 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5268645.500000 Penalty: 1032.342651
	Iteration 30Q: 3 clusters Score -5268646 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5268736.500000 Penalty: 1032.342651
	Iteration 31Q: 3 clusters Score -5268736 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5268817.000000 Penalty: 1032.342651
	Iteration 32Q: 3 clusters Score -5268817 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5268894.000000 Penalty: 1032.342651
	Iteration 33Q: 3 clusters Score -5268894 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5268935.000000 Penalty: 1032.342651
	Iteration 34Q: 3 clusters Score -5268935 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5268984.500000 Penalty: 1032.342651
	Iteration 35Q: 3 clusters Score -5268984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5269023.000000 Penalty: 1032.342651
	Iteration 36Q: 3 clusters Score -5269023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5269062.500000 Penalty: 1032.342651
	Iteration 37Q: 3 clusters Score -5269062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5269089.500000 Penalty: 1032.342651
	Iteration 38Q: 3 clusters Score -5269090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5269117.500000 Penalty: 1032.342651
	Iteration 39Q: 3 clusters Score -5269118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5269133.500000 Penalty: 1032.342651
	Iteration 40F: 3 clusters Score -5269134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5269137.500000 Penalty: 1032.342651
	Iteration 41Q: 3 clusters Score -5269138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5269150.000000 Penalty: 1032.342651
	Iteration 42Q: 3 clusters Score -5269150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5269166.000000 Penalty: 1032.342651
	Iteration 43Q: 3 clusters Score -5269166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5269178.000000 Penalty: 1032.342651
	Iteration 44Q: 3 clusters Score -5269178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5269171.000000 Penalty: 1032.342651
	Iteration 45Q: 3 clusters Score -5269171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5269171.000000 Penalty: 1032.342651
	Iteration 46Q: 3 clusters Score -5269171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5269174.500000 Penalty: 1032.342651
	Iteration 47Q: 3 clusters Score -5269174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5269169.500000 Penalty: 1032.342651
	Iteration 48Q: 3 clusters Score -5269170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5269180.000000 Penalty: 1032.342651
	Iteration 49Q: 3 clusters Score -5269180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5269179.000000 Penalty: 1032.342651
	Iteration 50Q: 3 clusters Score -5269179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5269181.000000 Penalty: 1032.342651
	Iteration 51Q: 3 clusters Score -5269181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5269176.000000 Penalty: 1032.342651
	Iteration 52Q: 3 clusters Score -5269176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5269177.000000 Penalty: 1032.342651
	Iteration 53Q: 3 clusters Score -5269177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5269174.000000 Penalty: 1032.342651
	Iteration 54Q: 3 clusters Score -5269174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5269179.500000 Penalty: 1032.342651
	Iteration 55Q: 3 clusters Score -5269180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5269176.500000 Penalty: 1032.342651
	Iteration 56Q: 3 clusters Score -5269176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5269180.000000 Penalty: 1032.342651
	Iteration 57Q: 3 clusters Score -5269180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5269180.500000 Penalty: 1032.342651
	Iteration 58Q: 3 clusters Score -5269180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5269180.000000 Penalty: 1032.342651
	Iteration 59Q: 3 clusters Score -5269180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5269178.000000 Penalty: 1032.342651
	Iteration 60F: 3 clusters Score -5269178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5269176.500000 Penalty: 1032.342651
	Iteration 61Q: 3 clusters Score -5269176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5269179.500000 Penalty: 1032.342651
	Iteration 62Q: 3 clusters Score -5269180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5269185.000000 Penalty: 1032.342651
	Iteration 63Q: 3 clusters Score -5269185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5269179.500000 Penalty: 1032.342651
	Iteration 64Q: 3 clusters Score -5269180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5269178.500000 Penalty: 1032.342651
	Iteration 65Q: 3 clusters Score -5269178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5269178.500000 Penalty: 1032.342651
	Iteration 66F: 3 clusters Score -5269178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -15322.359375 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -15322.36 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 108 members 
Entering Unmasked Estep 
Score: -15008.698242 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -15008.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15057.470703 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -15057.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15077.748047 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -15077.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15089.545898 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -15089.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15094.534180 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -15094.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15097.555664 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -15097.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15099.332031 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -15099.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15100.444336 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -15100.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15100.904297 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -15100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15101.753906 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -15101.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15101.753906 Penalty: 492.865143
	Iteration 10F: 3 clusters Score -15101.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -25744.646484 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -25744.65 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 214 members 
Entering Unmasked Estep 
Score: -25312.562500 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -25312.56 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25467.621094 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -25467.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25526.958984 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -25526.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25563.576172 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -25563.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25605.384766 Penalty: 547.248108
	Iteration 4F: 3 clusters Score -25605.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25647.505859 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -25647.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25703.572266 Penalty: 547.248108
	Iteration 6F: 3 clusters Score -25703.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25763.384766 Penalty: 547.248108
	Iteration 7F: 3 clusters Score -25763.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25818.669922 Penalty: 547.248108
	Iteration 8F: 3 clusters Score -25818.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25854.671875 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -25854.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25879.333984 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -25879.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25884.414062 Penalty: 547.248108
	Iteration 11Q: 3 clusters Score -25884.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25886.318359 Penalty: 547.248108
	Iteration 12Q: 3 clusters Score -25886.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25886.318359 Penalty: 547.248108
	Iteration 13F: 3 clusters Score -25886.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 289 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 120 members 
Entering Unmasked Estep 
Score: -53304068.000000 Penalty: 49897.242188
Splitting cluster 37 changes total score from -53304244.000000 to -53304068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14481.609375 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14481.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14159.841797 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14159.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14287.450195 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14287.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14377.367188 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14377.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14471.391602 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14471.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14504.412109 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14504.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14521.257812 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14521.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14536.875000 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14536.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14569.572266 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14569.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14576.854492 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14576.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14576.854492 Penalty: 506.371338
	Iteration 9F: 3 clusters Score -14576.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 105 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 156 members 
Entering Unmasked Estep 
Score: -53303992.000000 Penalty: 49897.242188
Splitting cluster 38 changes total score from -53304244.000000 to -53303992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -17907.189453 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -17907.19 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 143 members 
Entering Unmasked Estep 
Score: -17572.416016 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -17572.42 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17704.675781 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -17704.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17753.757812 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -17753.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17788.154297 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -17788.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17815.179688 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -17815.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17837.580078 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -17837.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17848.269531 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -17848.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17854.400391 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -17854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17855.648438 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -17855.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17855.648438 Penalty: 516.272400
	Iteration 9F: 3 clusters Score -17855.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17285.251953 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17285.25 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 139 members 
Entering Unmasked Estep 
Score: -16934.265625 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -16934.27 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17040.095703 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17040.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17075.751953 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17075.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17115.611328 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -17115.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17130.275391 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17130.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17142.523438 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17142.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17158.048828 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17158.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17171.925781 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17171.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17177.197266 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -17177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17180.894531 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -17180.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17185.304688 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -17185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17188.158203 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -17188.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17191.187500 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -17191.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17194.673828 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -17194.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17196.017578 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -17196.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17203.152344 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -17203.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17203.621094 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -17203.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17205.425781 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -17205.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17207.070312 Penalty: 512.765869
	Iteration 18Q: 3 clusters Score -17207.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17208.587891 Penalty: 512.765869
	Iteration 19Q: 3 clusters Score -17208.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17208.587891 Penalty: 512.765869
	Iteration 20F: 3 clusters Score -17208.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -12616.816406 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -12616.82 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 88 members 
Entering Unmasked Estep 
Score: -12333.422852 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -12333.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12401.729492 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -12401.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12420.764648 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -12420.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12423.493164 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -12423.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12424.754883 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -12424.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12428.456055 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -12428.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12430.996094 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -12431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12434.650391 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -12434.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12438.240234 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -12438.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12440.075195 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -12440.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12444.750977 Penalty: 474.559143
	Iteration 10Q: 3 clusters Score -12444.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12447.055664 Penalty: 474.559143
	Iteration 11Q: 3 clusters Score -12447.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12449.494141 Penalty: 474.559143
	Iteration 12Q: 3 clusters Score -12449.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12449.494141 Penalty: 474.559143
	Iteration 13F: 3 clusters Score -12449.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -27866.615234 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -27866.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27406.679688 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -27406.68 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27585.832031 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -27585.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27647.046875 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -27647.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27688.326172 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -27688.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27723.736328 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -27723.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27741.033203 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -27741.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27750.560547 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -27750.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27766.003906 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -27766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27776.855469 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -27776.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27780.486328 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -27780.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27785.792969 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -27785.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27789.113281 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -27789.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27795.240234 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -27795.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27796.826172 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -27796.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27796.984375 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -27796.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27797.167969 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -27797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27797.167969 Penalty: 563.132019
	Iteration 16F: 3 clusters Score -27797.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -5573.002930 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -5573.003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5423.117676 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -5423.118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5480.827637 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -5480.828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5496.880371 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -5496.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5506.655762 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -5506.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5506.655762 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -5506.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -33992.726562 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -33992.73 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 231 members 
Entering Unmasked Estep 
Score: -33519.542969 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -33519.54 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33630.773438 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -33630.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33650.210938 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -33650.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33670.535156 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -33670.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33685.695312 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -33685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33697.019531 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -33697.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33705.042969 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -33705.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33712.453125 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -33712.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33718.921875 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -33718.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33722.582031 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -33722.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33727.097656 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -33727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33736.289062 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -33736.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33742.859375 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -33742.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33747.207031 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -33747.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33749.839844 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -33749.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33751.210938 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -33751.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33757.218750 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -33757.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33763.957031 Penalty: 558.925415
	Iteration 17Q: 3 clusters Score -33763.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33772.382812 Penalty: 558.925415
	Iteration 18Q: 3 clusters Score -33772.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -33775.652344 Penalty: 558.925415
	Iteration 19Q: 3 clusters Score -33775.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33777.445312 Penalty: 558.925415
	Iteration 20F: 3 clusters Score -33777.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -23415.183594 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -23415.18 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 175 members 
Entering Unmasked Estep 
Score: -23010.474609 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -23010.47 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23096.148438 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -23096.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23133.517578 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -23133.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23157.144531 Penalty: 538.863647
	Iteration 3F: 3 clusters Score -23157.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23179.964844 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -23179.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23193.820312 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -23193.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23199.779297 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -23199.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23204.136719 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -23204.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23206.527344 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -23206.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23206.527344 Penalty: 538.863647
	Iteration 9F: 3 clusters Score -23206.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -59638.324219 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -59638.32 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 452 members 
Entering Unmasked Estep 
Score: -58887.300781 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -58887.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59090.855469 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -59090.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59163.722656 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -59163.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59229.699219 Penalty: 620.819946
	Iteration 3F: 3 clusters Score -59229.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59284.265625 Penalty: 620.819946
	Iteration 4F: 3 clusters Score -59284.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59342.953125 Penalty: 620.819946
	Iteration 5F: 3 clusters Score -59342.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59390.285156 Penalty: 620.819946
	Iteration 6Q: 3 clusters Score -59390.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59410.226562 Penalty: 620.819946
	Iteration 7Q: 3 clusters Score -59410.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59428.765625 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -59428.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59447.253906 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -59447.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -59456.507812 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -59456.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59463.015625 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -59463.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59469.027344 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -59469.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59471.363281 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -59471.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59473.152344 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -59473.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59476.242188 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -59476.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59477.839844 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -59477.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59480.558594 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -59480.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59482.230469 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -59482.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59484.164062 Penalty: 620.819946
	Iteration 19Q: 3 clusters Score -59484.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59485.191406 Penalty: 620.819946
	Iteration 20F: 3 clusters Score -59485.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59485.539062 Penalty: 620.819946
	Iteration 21Q: 3 clusters Score -59485.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59485.828125 Penalty: 620.819946
	Iteration 22Q: 3 clusters Score -59485.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59486.812500 Penalty: 620.819946
	Iteration 23Q: 3 clusters Score -59486.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59489.062500 Penalty: 620.819946
	Iteration 24Q: 3 clusters Score -59489.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59490.078125 Penalty: 620.819946
	Iteration 25Q: 3 clusters Score -59490.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59490.207031 Penalty: 620.819946
	Iteration 26Q: 3 clusters Score -59490.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59490.871094 Penalty: 620.819946
	Iteration 27Q: 3 clusters Score -59490.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59491.343750 Penalty: 620.819946
	Iteration 28Q: 3 clusters Score -59491.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59491.507812 Penalty: 620.819946
	Iteration 29Q: 3 clusters Score -59491.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59491.507812 Penalty: 620.819946
	Iteration 30F: 3 clusters Score -59491.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -75663.593750 Penalty: 326.310364
	Iteration 0F: 2 clusters Score -75663.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -74677.976562 Penalty: 652.620728
	Iteration 0F: 3 clusters Score -74677.98 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74964.968750 Penalty: 652.620728
	Iteration 1F: 3 clusters Score -74964.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -75013.179688 Penalty: 652.620728
	Iteration 2F: 3 clusters Score -75013.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75050.750000 Penalty: 652.620728
	Iteration 3F: 3 clusters Score -75050.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -75090.281250 Penalty: 652.620728
	Iteration 4Q: 3 clusters Score -75090.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -75137.289062 Penalty: 652.620728
	Iteration 5Q: 3 clusters Score -75137.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -75181.007812 Penalty: 652.620728
	Iteration 6Q: 3 clusters Score -75181.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -75216.695312 Penalty: 652.620728
	Iteration 7Q: 3 clusters Score -75216.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -75247.617188 Penalty: 652.620728
	Iteration 8Q: 3 clusters Score -75247.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -75274.460938 Penalty: 652.620728
	Iteration 9Q: 3 clusters Score -75274.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -75292.726562 Penalty: 652.620728
	Iteration 10Q: 3 clusters Score -75292.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -75309.257812 Penalty: 652.620728
	Iteration 11Q: 3 clusters Score -75309.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -75332.710938 Penalty: 652.620728
	Iteration 12Q: 3 clusters Score -75332.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -75352.742188 Penalty: 652.620728
	Iteration 13Q: 3 clusters Score -75352.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -75367.140625 Penalty: 652.620728
	Iteration 14Q: 3 clusters Score -75367.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75379.218750 Penalty: 652.620728
	Iteration 15Q: 3 clusters Score -75379.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -75398.515625 Penalty: 652.620728
	Iteration 16Q: 3 clusters Score -75398.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -75412.148438 Penalty: 652.620728
	Iteration 17Q: 3 clusters Score -75412.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -75422.648438 Penalty: 652.620728
	Iteration 18Q: 3 clusters Score -75422.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -75429.273438 Penalty: 652.620728
	Iteration 19Q: 3 clusters Score -75429.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -75443.742188 Penalty: 652.620728
	Iteration 20F: 3 clusters Score -75443.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75450.234375 Penalty: 652.620728
	Iteration 21Q: 3 clusters Score -75450.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -75451.562500 Penalty: 652.620728
	Iteration 22Q: 3 clusters Score -75451.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -75454.023438 Penalty: 652.620728
	Iteration 23Q: 3 clusters Score -75454.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -75455.429688 Penalty: 652.620728
	Iteration 24Q: 3 clusters Score -75455.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -75455.507812 Penalty: 652.620728
	Iteration 25Q: 3 clusters Score -75455.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -75455.507812 Penalty: 652.620728
	Iteration 26F: 3 clusters Score -75455.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -28261.787109 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -28261.79 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 200 members 
Entering Unmasked Estep 
Score: -27830.470703 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27830.47 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27991.021484 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27991.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28048.392578 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -28048.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28072.371094 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -28072.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28093.755859 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -28093.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28107.070312 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -28107.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28110.082031 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -28110.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28112.517578 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -28112.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28112.878906 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -28112.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28114.126953 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -28114.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28115.644531 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -28115.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28117.273438 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -28117.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28117.322266 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -28117.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28117.792969 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -28117.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28117.792969 Penalty: 553.896484
	Iteration 14F: 3 clusters Score -28117.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 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 178 members 
Entering Unmasked Estep 
Score: -21610.773438 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21610.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21733.449219 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21733.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21769.878906 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21769.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21793.197266 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -21793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21807.736328 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21807.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21825.335938 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21825.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21868.341797 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21868.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21888.585938 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21888.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21895.429688 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21895.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21903.230469 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21903.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21904.654297 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21904.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21905.447266 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21905.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21906.746094 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -21906.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21906.917969 Penalty: 533.848572
	Iteration 13Q: 3 clusters Score -21906.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21908.220703 Penalty: 533.848572
	Iteration 14Q: 3 clusters Score -21908.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21910.087891 Penalty: 533.848572
	Iteration 15Q: 3 clusters Score -21910.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21910.835938 Penalty: 533.848572
	Iteration 16Q: 3 clusters Score -21910.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21914.390625 Penalty: 533.848572
	Iteration 17Q: 3 clusters Score -21914.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21917.054688 Penalty: 533.848572
	Iteration 18Q: 3 clusters Score -21917.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21922.500000 Penalty: 533.848572
	Iteration 19Q: 3 clusters Score -21922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21924.814453 Penalty: 533.848572
	Iteration 20F: 3 clusters Score -21924.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21927.726562 Penalty: 533.848572
	Iteration 21Q: 3 clusters Score -21927.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21929.972656 Penalty: 533.848572
	Iteration 22Q: 3 clusters Score -21929.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21935.068359 Penalty: 533.848572
	Iteration 23Q: 3 clusters Score -21935.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21947.345703 Penalty: 533.848572
	Iteration 24Q: 3 clusters Score -21947.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21954.921875 Penalty: 533.848572
	Iteration 25Q: 3 clusters Score -21954.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21960.392578 Penalty: 533.848572
	Iteration 26Q: 3 clusters Score -21960.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21966.337891 Penalty: 533.848572
	Iteration 27Q: 3 clusters Score -21966.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21969.449219 Penalty: 533.848572
	Iteration 28Q: 3 clusters Score -21969.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21972.689453 Penalty: 533.848572
	Iteration 29Q: 3 clusters Score -21972.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21981.607422 Penalty: 533.848572
	Iteration 30Q: 3 clusters Score -21981.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21983.687500 Penalty: 533.848572
	Iteration 31Q: 3 clusters Score -21983.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21983.687500 Penalty: 533.848572
	Iteration 32F: 3 clusters Score -21983.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -9093.157227 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -9093.157 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 115 members 
Entering Unmasked Estep 
Score: -8823.304688 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -8823.305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8975.037109 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -8975.037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9005.671875 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -9005.672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9019.217773 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -9019.218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9028.090820 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -9028.091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9028.328125 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -9028.328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9028.328125 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -9028.328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -3339.361816 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -3339.362 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 50 members 
Entering Unmasked Estep 
Score: -3175.833740 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -3175.834 nChanged 11
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: -3202.361572 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -3202.362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -9189.639648 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -9189.64 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 68 members 
Entering Unmasked Estep 
Score: -8973.377930 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8973.378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9050.425781 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -9050.426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9084.799805 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -9084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9121.484375 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -9121.484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9108.485352 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -9108.485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9161.519531 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -9161.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9172.614258 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -9172.614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9190.531250 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -9190.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9190.531250 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -9190.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 101 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 50 members 
Entering Unmasked Estep 
Score: -53303848.000000 Penalty: 49897.242188
Splitting cluster 52 changes total score from -53304244.000000 to -53303848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -66722.148438 Penalty: 315.691925
	Iteration 0F: 2 clusters Score -66722.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65879.820312 Penalty: 631.383850
	Iteration 0F: 3 clusters Score -65879.82 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66175.703125 Penalty: 631.383850
	Iteration 1F: 3 clusters Score -66175.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -66253.226562 Penalty: 631.383850
	Iteration 2F: 3 clusters Score -66253.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66286.195312 Penalty: 631.383850
	Iteration 3F: 3 clusters Score -66286.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66299.828125 Penalty: 631.383850
	Iteration 4Q: 3 clusters Score -66299.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66313.140625 Penalty: 631.383850
	Iteration 5Q: 3 clusters Score -66313.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66326.046875 Penalty: 631.383850
	Iteration 6Q: 3 clusters Score -66326.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66334.859375 Penalty: 631.383850
	Iteration 7Q: 3 clusters Score -66334.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -66340.054688 Penalty: 631.383850
	Iteration 8Q: 3 clusters Score -66340.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -66347.968750 Penalty: 631.383850
	Iteration 9Q: 3 clusters Score -66347.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66355.953125 Penalty: 631.383850
	Iteration 10Q: 3 clusters Score -66355.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -66364.671875 Penalty: 631.383850
	Iteration 11Q: 3 clusters Score -66364.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66375.585938 Penalty: 631.383850
	Iteration 12Q: 3 clusters Score -66375.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66393.828125 Penalty: 631.383850
	Iteration 13Q: 3 clusters Score -66393.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66421.781250 Penalty: 631.383850
	Iteration 14Q: 3 clusters Score -66421.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -66447.828125 Penalty: 631.383850
	Iteration 15Q: 3 clusters Score -66447.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66461.703125 Penalty: 631.383850
	Iteration 16Q: 3 clusters Score -66461.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -66467.195312 Penalty: 631.383850
	Iteration 17Q: 3 clusters Score -66467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66477.359375 Penalty: 631.383850
	Iteration 18Q: 3 clusters Score -66477.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66495.492188 Penalty: 631.383850
	Iteration 19Q: 3 clusters Score -66495.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -66519.570312 Penalty: 631.383850
	Iteration 20F: 3 clusters Score -66519.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -66542.148438 Penalty: 631.383850
	Iteration 21Q: 3 clusters Score -66542.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66558.523438 Penalty: 631.383850
	Iteration 22Q: 3 clusters Score -66558.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66577.101562 Penalty: 631.383850
	Iteration 23Q: 3 clusters Score -66577.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66611.773438 Penalty: 631.383850
	Iteration 24Q: 3 clusters Score -66611.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66670.226562 Penalty: 631.383850
	Iteration 25Q: 3 clusters Score -66670.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66684.062500 Penalty: 631.383850
	Iteration 26Q: 3 clusters Score -66684.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66684.765625 Penalty: 631.383850
	Iteration 27Q: 3 clusters Score -66684.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -66684.765625 Penalty: 631.383850
	Iteration 28F: 3 clusters Score -66684.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -46629.222656 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -46629.22 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 369 members 
Entering Unmasked Estep 
Score: -46003.328125 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -46003.33 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46228.546875 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -46228.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46281.769531 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -46281.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -46310.093750 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -46310.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46345.710938 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -46345.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46377.894531 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -46377.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46402.746094 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -46402.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46415.343750 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -46415.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46426.539062 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -46426.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46434.843750 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -46434.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -46441.062500 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -46441.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46445.886719 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -46445.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46450.789062 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -46450.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46452.062500 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -46452.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46453.535156 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -46453.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46454.597656 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -46454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46456.765625 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -46456.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46458.886719 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -46458.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46459.179688 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -46459.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46459.808594 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -46459.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46460.710938 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -46460.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46461.019531 Penalty: 599.967041
	Iteration 21Q: 3 clusters Score -46461.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46461.464844 Penalty: 599.967041
	Iteration 22Q: 3 clusters Score -46461.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46461.464844 Penalty: 599.967041
	Iteration 23F: 3 clusters Score -46461.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -12517.358398 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -12517.36 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 111 members 
Entering Unmasked Estep 
Score: -12240.550781 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -12240.55 nChanged 60
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: -12367.017578 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -12367.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12413.328125 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -12413.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12442.945312 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -12442.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12472.285156 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -12472.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12499.062500 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -12499.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12503.729492 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -12503.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12513.072266 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -12513.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12527.846680 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -12527.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12545.632812 Penalty: 486.152405
	Iteration 9Q: 3 clusters Score -12545.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12557.191406 Penalty: 486.152405
	Iteration 10Q: 3 clusters Score -12557.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12573.279297 Penalty: 486.152405
	Iteration 11Q: 3 clusters Score -12573.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12585.121094 Penalty: 486.152405
	Iteration 12F: 3 clusters Score -12585.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12612.309570 Penalty: 486.152405
	Iteration 13Q: 3 clusters Score -12612.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12634.427734 Penalty: 486.152405
	Iteration 14Q: 3 clusters Score -12634.43 nChanged 1
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: -12652.726562 Penalty: 486.152405
	Iteration 15Q: 3 clusters Score -12652.73 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: -12652.726562 Penalty: 486.152405
	Iteration 16F: 3 clusters Score -12652.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 126 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 83 members 
Entering Unmasked Estep 
Score: -53303992.000000 Penalty: 49897.242188
Splitting cluster 55 changes total score from -53304244.000000 to -53303992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (83291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Entering Unmasked Estep 
Score: -5153317.500000 Penalty: 515.519409
	Iteration 0F: 2 clusters Score -5153318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5097757.000000 Penalty: 1031.038818
	Iteration 0F: 3 clusters Score -5097757 nChanged 40470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5121991.000000 Penalty: 1031.038818
	Iteration 1F: 3 clusters Score -5121991 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5122610.500000 Penalty: 1031.038818
	Iteration 2Q: 3 clusters Score -5122610 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5123476.500000 Penalty: 1031.038818
	Iteration 3Q: 3 clusters Score -5123476 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -5124562.000000 Penalty: 1031.038818
	Iteration 4Q: 3 clusters Score -5124562 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -5126117.500000 Penalty: 1031.038818
	Iteration 5Q: 3 clusters Score -5126118 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -5128673.000000 Penalty: 1031.038818
	Iteration 6F: 3 clusters Score -5128673 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -5132451.000000 Penalty: 1031.038818
	Iteration 7F: 3 clusters Score -5132451 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -5136614.500000 Penalty: 1031.038818
	Iteration 8F: 3 clusters Score -5136614 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -5138744.000000 Penalty: 1031.038818
	Iteration 9F: 3 clusters Score -5138744 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -5139472.000000 Penalty: 1031.038818
	Iteration 10Q: 3 clusters Score -5139472 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -5139892.000000 Penalty: 1031.038818
	Iteration 11Q: 3 clusters Score -5139892 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -5140305.500000 Penalty: 1031.038818
	Iteration 12Q: 3 clusters Score -5140306 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -5140805.000000 Penalty: 1031.038818
	Iteration 13Q: 3 clusters Score -5140805 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -5141481.000000 Penalty: 1031.038818
	Iteration 14Q: 3 clusters Score -5141481 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -5142264.000000 Penalty: 1031.038818
	Iteration 15Q: 3 clusters Score -5142264 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -5143183.000000 Penalty: 1031.038818
	Iteration 16Q: 3 clusters Score -5143183 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -5144204.000000 Penalty: 1031.038818
	Iteration 17Q: 3 clusters Score -5144204 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -5145263.000000 Penalty: 1031.038818
	Iteration 18Q: 3 clusters Score -5145263 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -5146446.000000 Penalty: 1031.038818
	Iteration 19Q: 3 clusters Score -5146446 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -5147683.000000 Penalty: 1031.038818
	Iteration 20F: 3 clusters Score -5147683 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -5148760.500000 Penalty: 1031.038818
	Iteration 21Q: 3 clusters Score -5148760 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -5149484.000000 Penalty: 1031.038818
	Iteration 22Q: 3 clusters Score -5149484 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -5149966.500000 Penalty: 1031.038818
	Iteration 23Q: 3 clusters Score -5149966 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -5150247.000000 Penalty: 1031.038818
	Iteration 24Q: 3 clusters Score -5150247 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -5150364.500000 Penalty: 1031.038818
	Iteration 25Q: 3 clusters Score -5150364 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -5150430.500000 Penalty: 1031.038818
	Iteration 26Q: 3 clusters Score -5150430 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -5150466.500000 Penalty: 1031.038818
	Iteration 27Q: 3 clusters Score -5150466 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -5150473.000000 Penalty: 1031.038818
	Iteration 28Q: 3 clusters Score -5150473 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -5150491.000000 Penalty: 1031.038818
	Iteration 29Q: 3 clusters Score -5150491 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -5150462.500000 Penalty: 1031.038818
	Iteration 30Q: 3 clusters Score -5150462 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -5150455.500000 Penalty: 1031.038818
	Iteration 31Q: 3 clusters Score -5150456 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -5150406.500000 Penalty: 1031.038818
	Iteration 32Q: 3 clusters Score -5150406 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -5150379.500000 Penalty: 1031.038818
	Iteration 33Q: 3 clusters Score -5150380 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -5150362.500000 Penalty: 1031.038818
	Iteration 34Q: 3 clusters Score -5150362 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -5150330.000000 Penalty: 1031.038818
	Iteration 35Q: 3 clusters Score -5150330 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -5150317.000000 Penalty: 1031.038818
	Iteration 36Q: 3 clusters Score -5150317 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -5150283.500000 Penalty: 1031.038818
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Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5150303 nChanged 240
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Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5150262 nChanged 172
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5150244 nChanged 169
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Mstep: Class 1 contains 32765 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5150057 nChanged 183
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5150012 nChanged 178
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	Iteration 60F: 3 clusters Score -5149999 nChanged 176
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	Iteration 65Q: 3 clusters Score -5149929 nChanged 99
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	Iteration 66Q: 3 clusters Score -5149914 nChanged 102
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	Iteration 80F: 3 clusters Score -5149823 nChanged 87
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	Iteration 83Q: 3 clusters Score -5149820 nChanged 71
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	Iteration 86Q: 3 clusters Score -5149820 nChanged 83
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	Iteration 88Q: 3 clusters Score -5149800 nChanged 65
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	Iteration 89Q: 3 clusters Score -5149795 nChanged 67
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	Iteration 90Q: 3 clusters Score -5149788 nChanged 82
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	Iteration 92Q: 3 clusters Score -5149760 nChanged 131
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	Iteration 94Q: 3 clusters Score -5149742 nChanged 125
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	Iteration 99Q: 3 clusters Score -5149712 nChanged 133
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5149702 nChanged 116
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	Iteration 101Q: 3 clusters Score -5149688 nChanged 108
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	Iteration 102Q: 3 clusters Score -5149669 nChanged 148
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	Iteration 103Q: 3 clusters Score -5149660 nChanged 131
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	Iteration 106Q: 3 clusters Score -5149682 nChanged 123
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	Iteration 109Q: 3 clusters Score -5149628 nChanged 113
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	Iteration 110Q: 3 clusters Score -5149618 nChanged 120
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	Iteration 112Q: 3 clusters Score -5149575 nChanged 129
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	Iteration 113Q: 3 clusters Score -5149562 nChanged 98
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	Iteration 114Q: 3 clusters Score -5149560 nChanged 104
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	Iteration 119Q: 3 clusters Score -5149538 nChanged 85
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	Iteration 120F: 3 clusters Score -5149542 nChanged 97
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	Iteration 121Q: 3 clusters Score -5149532 nChanged 79
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	Iteration 122Q: 3 clusters Score -5149527 nChanged 110
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	Iteration 124Q: 3 clusters Score -5149526 nChanged 60
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	Iteration 125Q: 3 clusters Score -5149529 nChanged 65
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	Iteration 126Q: 3 clusters Score -5149524 nChanged 72
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	Iteration 127Q: 3 clusters Score -5149518 nChanged 112
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	Iteration 128Q: 3 clusters Score -5149512 nChanged 117
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	Iteration 129Q: 3 clusters Score -5149496 nChanged 129
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	Iteration 130Q: 3 clusters Score -5149496 nChanged 116
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	Iteration 131Q: 3 clusters Score -5149485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5149481.000000 Penalty: 1031.038818
	Iteration 132Q: 3 clusters Score -5149481 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -5149480.000000 Penalty: 1031.038818
	Iteration 133Q: 3 clusters Score -5149480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5149484.500000 Penalty: 1031.038818
	Iteration 134Q: 3 clusters Score -5149484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -5149483.500000 Penalty: 1031.038818
	Iteration 135Q: 3 clusters Score -5149484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5149475.000000 Penalty: 1031.038818
	Iteration 136Q: 3 clusters Score -5149475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5149467.500000 Penalty: 1031.038818
	Iteration 137Q: 3 clusters Score -5149468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5149464.500000 Penalty: 1031.038818
	Iteration 138Q: 3 clusters Score -5149464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5149459.000000 Penalty: 1031.038818
	Iteration 139Q: 3 clusters Score -5149459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -5149463.500000 Penalty: 1031.038818
	Iteration 140F: 3 clusters Score -5149464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5149466.000000 Penalty: 1031.038818
	Iteration 141Q: 3 clusters Score -5149466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5149462.500000 Penalty: 1031.038818
	Iteration 142Q: 3 clusters Score -5149462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5149462.500000 Penalty: 1031.038818
	Iteration 143F: 3 clusters Score -5149462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 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 90 members 
Entering Unmasked Estep 
Score: -10935.073242 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10935.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10997.711914 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10997.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11006.662109 Penalty: 471.029633
	Iteration 2Q: 3 clusters Score -11006.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11012.470703 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11012.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11015.247070 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11015.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11019.722656 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11019.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11028.290039 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -11028.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11031.654297 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -11031.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11033.585938 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -11033.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11033.585938 Penalty: 471.029633
	Iteration 9F: 3 clusters Score -11033.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -10841.866211 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -10841.87 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 106 members 
Entering Unmasked Estep 
Score: -10549.512695 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -10549.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10650.919922 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -10650.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10706.291016 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -10706.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10763.198242 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -10763.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10806.122070 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -10806.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10843.369141 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -10843.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10871.215820 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -10871.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10891.895508 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -10891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10901.432617 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -10901.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10909.119141 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -10909.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10909.822266 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -10909.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10912.009766 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -10912.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10912.009766 Penalty: 482.600739
	Iteration 12F: 3 clusters Score -10912.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 70 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
Score: -53303944.000000 Penalty: 49897.242188
Splitting cluster 58 changes total score from -53304244.000000 to -53303944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -15667.730469 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -15667.73 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 117 members 
Entering Unmasked Estep 
Score: -15348.185547 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -15348.19 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15480.766602 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -15480.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15505.828125 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -15505.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15527.619141 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -15527.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15547.083984 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -15547.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15569.196289 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -15569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15585.674805 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -15585.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15615.099609 Penalty: 501.722015
	Iteration 7F: 3 clusters Score -15615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15637.609375 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -15637.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15648.183594 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -15648.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15655.256836 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -15655.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15656.970703 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -15656.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15659.239258 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -15659.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15660.794922 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -15660.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15662.498047 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -15662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15667.077148 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -15667.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15671.716797 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -15671.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15672.832031 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -15672.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15672.832031 Penalty: 501.722015
	Iteration 18F: 3 clusters Score -15672.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 54 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 194 members 
Entering Unmasked Estep 
Score: -53303856.000000 Penalty: 49897.242188
Splitting cluster 59 changes total score from -53304244.000000 to -53303856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (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: -24220.013672 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24220.01 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 191 members 
Entering Unmasked Estep 
Score: -23803.093750 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -23803.09 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23929.685547 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -23929.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23956.654297 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -23956.65 nChanged 17
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: -23973.556641 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -23973.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23985.548828 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -23985.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23997.712891 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -23997.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24006.824219 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -24006.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24013.025391 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -24013.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24017.455078 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -24017.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24018.091797 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -24018.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24018.091797 Penalty: 543.384827
	Iteration 10F: 3 clusters Score -24018.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -9904.024414 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9904.024 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 86 members 
Entering Unmasked Estep 
Score: -9651.739258 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9651.739 nChanged 53
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: -9754.494141 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9754.494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9780.508789 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9780.509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9794.124023 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9794.124 nChanged 7
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: -9799.730469 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9799.73 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: -9802.197266 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9802.197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9803.010742 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9803.011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9803.964844 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9803.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9808.129883 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9808.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9808.129883 Penalty: 478.432068
	Iteration 9F: 3 clusters Score -9808.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -6521.248047 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -6521.248 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 56 members 
Entering Unmasked Estep 
Score: -6298.118652 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -6298.119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6366.833984 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -6366.834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6384.186035 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -6384.186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6396.579102 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -6396.579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6405.123535 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -6405.124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6411.750977 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -6411.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6414.354492 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -6414.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6414.354492 Penalty: 438.645630
	Iteration 7F: 3 clusters Score -6414.354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -126448.265625 Penalty: 345.153381
	Iteration 0F: 2 clusters Score -126448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -125048.632812 Penalty: 690.306763
	Iteration 0F: 3 clusters Score -125048.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -125506.265625 Penalty: 690.306763
	Iteration 1F: 3 clusters Score -125506.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -125601.398438 Penalty: 690.306763
	Iteration 2F: 3 clusters Score -125601.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -125691.960938 Penalty: 690.306763
	Iteration 3F: 3 clusters Score -125692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -125786.101562 Penalty: 690.306763
	Iteration 4F: 3 clusters Score -125786.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -125848.250000 Penalty: 690.306763
	Iteration 5Q: 3 clusters Score -125848.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -125908.703125 Penalty: 690.306763
	Iteration 6Q: 3 clusters Score -125908.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -125963.335938 Penalty: 690.306763
	Iteration 7Q: 3 clusters Score -125963.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -126021.531250 Penalty: 690.306763
	Iteration 8Q: 3 clusters Score -126021.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -126062.687500 Penalty: 690.306763
	Iteration 9Q: 3 clusters Score -126062.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126094.953125 Penalty: 690.306763
	Iteration 10Q: 3 clusters Score -126095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -126126.507812 Penalty: 690.306763
	Iteration 11Q: 3 clusters Score -126126.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -126146.609375 Penalty: 690.306763
	Iteration 12Q: 3 clusters Score -126146.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -126157.695312 Penalty: 690.306763
	Iteration 13Q: 3 clusters Score -126157.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -126164.906250 Penalty: 690.306763
	Iteration 14Q: 3 clusters Score -126164.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -126173.406250 Penalty: 690.306763
	Iteration 15Q: 3 clusters Score -126173.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -126181.265625 Penalty: 690.306763
	Iteration 16Q: 3 clusters Score -126181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -126185.437500 Penalty: 690.306763
	Iteration 17Q: 3 clusters Score -126185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -126188.875000 Penalty: 690.306763
	Iteration 18Q: 3 clusters Score -126188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -126192.898438 Penalty: 690.306763
	Iteration 19Q: 3 clusters Score -126192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -126195.593750 Penalty: 690.306763
	Iteration 20F: 3 clusters Score -126195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -126199.234375 Penalty: 690.306763
	Iteration 21Q: 3 clusters Score -126199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -126202.812500 Penalty: 690.306763
	Iteration 22Q: 3 clusters Score -126202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -126206.562500 Penalty: 690.306763
	Iteration 23Q: 3 clusters Score -126206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -126210.492188 Penalty: 690.306763
	Iteration 24Q: 3 clusters Score -126210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -126213.007812 Penalty: 690.306763
	Iteration 25Q: 3 clusters Score -126213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -126216.226562 Penalty: 690.306763
	Iteration 26Q: 3 clusters Score -126216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -126220.851562 Penalty: 690.306763
	Iteration 27Q: 3 clusters Score -126220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -126224.515625 Penalty: 690.306763
	Iteration 28Q: 3 clusters Score -126224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -126226.960938 Penalty: 690.306763
	Iteration 29Q: 3 clusters Score -126227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -126229.156250 Penalty: 690.306763
	Iteration 30Q: 3 clusters Score -126229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -126231.687500 Penalty: 690.306763
	Iteration 31Q: 3 clusters Score -126231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -126233.468750 Penalty: 690.306763
	Iteration 32Q: 3 clusters Score -126233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -126234.578125 Penalty: 690.306763
	Iteration 33Q: 3 clusters Score -126234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -126235.429688 Penalty: 690.306763
	Iteration 34Q: 3 clusters Score -126235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -126236.156250 Penalty: 690.306763
	Iteration 35Q: 3 clusters Score -126236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -126237.007812 Penalty: 690.306763
	Iteration 36Q: 3 clusters Score -126237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -126237.453125 Penalty: 690.306763
	Iteration 37Q: 3 clusters Score -126237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -126237.453125 Penalty: 690.306763
	Iteration 38F: 3 clusters Score -126237.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -19289.927734 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19289.93 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 161 members 
Entering Unmasked Estep 
Score: -18928.072266 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18928.07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19055.523438 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19055.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19077.824219 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19077.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19090.773438 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19090.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19099.001953 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19106.273438 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19106.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19117.177734 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19117.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19128.666016 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19128.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19136.775391 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19136.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19141.490234 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19141.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19145.171875 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19145.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19153.875000 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19153.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19158.744141 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19158.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19160.546875 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19160.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19160.802734 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -19160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19160.802734 Penalty: 522.904541
	Iteration 15F: 3 clusters Score -19160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (93917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Entering Unmasked Estep 
Score: -5760079.000000 Penalty: 520.982605
	Iteration 0F: 2 clusters Score -5760079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -5696960.500000 Penalty: 1041.965210
	Iteration 0F: 3 clusters Score -5696960 nChanged 46053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5724273.000000 Penalty: 1041.965210
	Iteration 1F: 3 clusters Score -5724273 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -5725292.000000 Penalty: 1041.965210
	Iteration 2Q: 3 clusters Score -5725292 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5726597.000000 Penalty: 1041.965210
	Iteration 3Q: 3 clusters Score -5726597 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -5728480.000000 Penalty: 1041.965210
	Iteration 4Q: 3 clusters Score -5728480 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5731345.500000 Penalty: 1041.965210
	Iteration 5F: 3 clusters Score -5731346 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -5735641.000000 Penalty: 1041.965210
	Iteration 6F: 3 clusters Score -5735641 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -5740589.000000 Penalty: 1041.965210
	Iteration 7F: 3 clusters Score -5740589 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5744131.500000 Penalty: 1041.965210
	Iteration 8F: 3 clusters Score -5744132 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -5745869.500000 Penalty: 1041.965210
	Iteration 9Q: 3 clusters Score -5745870 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -5746695.000000 Penalty: 1041.965210
	Iteration 10Q: 3 clusters Score -5746695 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -5747377.500000 Penalty: 1041.965210
	Iteration 11Q: 3 clusters Score -5747378 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5748041.500000 Penalty: 1041.965210
	Iteration 12Q: 3 clusters Score -5748042 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -5748793.500000 Penalty: 1041.965210
	Iteration 13Q: 3 clusters Score -5748794 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5749545.000000 Penalty: 1041.965210
	Iteration 14Q: 3 clusters Score -5749545 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5750396.500000 Penalty: 1041.965210
	Iteration 15Q: 3 clusters Score -5750396 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5751300.500000 Penalty: 1041.965210
	Iteration 16Q: 3 clusters Score -5751300 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -5752250.500000 Penalty: 1041.965210
	Iteration 17Q: 3 clusters Score -5752250 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -5753372.000000 Penalty: 1041.965210
	Iteration 18Q: 3 clusters Score -5753372 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -5754467.000000 Penalty: 1041.965210
	Iteration 19Q: 3 clusters Score -5754467 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87978 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5755511.500000 Penalty: 1041.965210
	Iteration 20F: 3 clusters Score -5755512 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5756439.500000 Penalty: 1041.965210
	Iteration 21Q: 3 clusters Score -5756440 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5757260.500000 Penalty: 1041.965210
	Iteration 22Q: 3 clusters Score -5757260 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5757933.500000 Penalty: 1041.965210
	Iteration 23Q: 3 clusters Score -5757934 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5758520.500000 Penalty: 1041.965210
	Iteration 24Q: 3 clusters Score -5758520 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5758973.000000 Penalty: 1041.965210
	Iteration 25Q: 3 clusters Score -5758973 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5759286.000000 Penalty: 1041.965210
	Iteration 26Q: 3 clusters Score -5759286 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5759444.500000 Penalty: 1041.965210
	Iteration 27Q: 3 clusters Score -5759444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5759520.000000 Penalty: 1041.965210
	Iteration 28Q: 3 clusters Score -5759520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5759561.000000 Penalty: 1041.965210
	Iteration 29Q: 3 clusters Score -5759561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5759590.500000 Penalty: 1041.965210
	Iteration 30Q: 3 clusters Score -5759590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5759603.500000 Penalty: 1041.965210
	Iteration 31Q: 3 clusters Score -5759604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5759613.000000 Penalty: 1041.965210
	Iteration 32Q: 3 clusters Score -5759613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5759618.500000 Penalty: 1041.965210
	Iteration 33Q: 3 clusters Score -5759618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5759629.000000 Penalty: 1041.965210
	Iteration 34Q: 3 clusters Score -5759629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5759629.500000 Penalty: 1041.965210
	Iteration 35Q: 3 clusters Score -5759630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5759639.000000 Penalty: 1041.965210
	Iteration 36Q: 3 clusters Score -5759639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5759639.000000 Penalty: 1041.965210
	Iteration 37F: 3 clusters Score -5759639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11038.347656 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -11038.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10773.787109 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10773.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10818.100586 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10834.900391 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10850.216797 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10850.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10862.897461 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10867.765625 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10867.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10869.299805 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10869.299805 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -22229.617188 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -22229.62 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 179 members 
Entering Unmasked Estep 
Score: -21845.378906 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21845.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21932.484375 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21932.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21962.839844 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21962.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21980.875000 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -21980.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21990.316406 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -21990.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21995.437500 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -21995.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22000.791016 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -22000.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22004.111328 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -22004.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22006.873047 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -22006.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22008.150391 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -22008.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22008.421875 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -22008.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22008.421875 Penalty: 526.607666
	Iteration 11F: 3 clusters Score -22008.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -15083.776367 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -15083.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14750.853516 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -14750.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15024.884766 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -15024.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15115.560547 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -15115.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15142.299805 Penalty: 523.194763
	Iteration 3Q: 3 clusters Score -15142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15155.238281 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -15155.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15162.793945 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -15162.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15167.071289 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -15167.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15169.463867 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -15169.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15169.883789 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -15169.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15169.883789 Penalty: 523.194763
	Iteration 9F: 3 clusters Score -15169.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86729 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 7765 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35947 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 125 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38530 members 
Mstep: Class 35 contains 84493 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1302 members 
Mstep: Class 48 contains 440 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 730 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83291 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93917 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 208 members 
Mstep: Class 69 contains 76877 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87281 members 
Mstep: Class 77 contains 1951 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 263 members 
Mstep: Class 80 contains 106 members 
Entering Unmasked Estep 
Score: -53303988.000000 Penalty: 49897.242188
Splitting cluster 68 changes total score from -53304244.000000 to -53303988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (76877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Entering Unmasked Estep 
Score: -4816656.000000 Penalty: 511.873260
	Iteration 0F: 2 clusters Score -4816656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4764845.500000 Penalty: 1023.746521
	Iteration 0F: 3 clusters Score -4764846 nChanged 37485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -4788490.500000 Penalty: 1023.746521
	Iteration 1F: 3 clusters Score -4788490 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -4790780.500000 Penalty: 1023.746521
	Iteration 2F: 3 clusters Score -4790780 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -4794552.000000 Penalty: 1023.746521
	Iteration 3F: 3 clusters Score -4794552 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -4800073.000000 Penalty: 1023.746521
	Iteration 4F: 3 clusters Score -4800073 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -4805602.500000 Penalty: 1023.746521
	Iteration 5F: 3 clusters Score -4805602 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -4808551.500000 Penalty: 1023.746521
	Iteration 6Q: 3 clusters Score -4808552 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -4809688.500000 Penalty: 1023.746521
	Iteration 7Q: 3 clusters Score -4809688 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -4810313.500000 Penalty: 1023.746521
	Iteration 8Q: 3 clusters Score -4810314 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -4810852.500000 Penalty: 1023.746521
	Iteration 9Q: 3 clusters Score -4810852 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -4811310.500000 Penalty: 1023.746521
	Iteration 10Q: 3 clusters Score -4811310 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -4811699.000000 Penalty: 1023.746521
	Iteration 11Q: 3 clusters Score -4811699 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -4812058.500000 Penalty: 1023.746521
	Iteration 12Q: 3 clusters Score -4812058 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -4812391.000000 Penalty: 1023.746521
	Iteration 13Q: 3 clusters Score -4812391 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -4812696.500000 Penalty: 1023.746521
	Iteration 14Q: 3 clusters Score -4812696 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -4813042.500000 Penalty: 1023.746521
	Iteration 15Q: 3 clusters Score -4813042 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -4813340.500000 Penalty: 1023.746521
	Iteration 16Q: 3 clusters Score -4813340 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -4813612.500000 Penalty: 1023.746521
	Iteration 17Q: 3 clusters Score -4813612 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -4813912.500000 Penalty: 1023.746521
	Iteration 18Q: 3 clusters Score -4813912 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -4814134.000000 Penalty: 1023.746521
	Iteration 19Q: 3 clusters Score -4814134 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -4814357.000000 Penalty: 1023.746521
	Iteration 20F: 3 clusters Score -4814357 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -4814590.500000 Penalty: 1023.746521
	Iteration 21Q: 3 clusters Score -4814590 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -4814786.500000 Penalty: 1023.746521
	Iteration 22Q: 3 clusters Score -4814786 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -4814945.500000 Penalty: 1023.746521
	Iteration 23Q: 3 clusters Score -4814946 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -4815096.500000 Penalty: 1023.746521
	Iteration 24Q: 3 clusters Score -4815096 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -4815220.000000 Penalty: 1023.746521
	Iteration 25Q: 3 clusters Score -4815220 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -4815317.000000 Penalty: 1023.746521
	Iteration 26Q: 3 clusters Score -4815317 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -4815418.500000 Penalty: 1023.746521
	Iteration 27Q: 3 clusters Score -4815418 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -4815484.500000 Penalty: 1023.746521
	Iteration 28Q: 3 clusters Score -4815484 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -4815566.500000 Penalty: 1023.746521
	Iteration 29Q: 3 clusters Score -4815566 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -4815634.000000 Penalty: 1023.746521
	Iteration 30Q: 3 clusters Score -4815634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -4815711.000000 Penalty: 1023.746521
	Iteration 31Q: 3 clusters Score -4815711 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -4815769.500000 Penalty: 1023.746521
	Iteration 32Q: 3 clusters Score -4815770 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -4815794.500000 Penalty: 1023.746521
	Iteration 33Q: 3 clusters Score -4815794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -4815823.000000 Penalty: 1023.746521
	Iteration 34Q: 3 clusters Score -4815823 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -4815850.500000 Penalty: 1023.746521
	Iteration 35Q: 3 clusters Score -4815850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -4815889.500000 Penalty: 1023.746521
	Iteration 36Q: 3 clusters Score -4815890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -4815932.000000 Penalty: 1023.746521
	Iteration 37Q: 3 clusters Score -4815932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -4815967.500000 Penalty: 1023.746521
	Iteration 38Q: 3 clusters Score -4815968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -4816011.500000 Penalty: 1023.746521
	Iteration 39Q: 3 clusters Score -4816012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -4816038.000000 Penalty: 1023.746521
	Iteration 40F: 3 clusters Score -4816038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -4816061.500000 Penalty: 1023.746521
	Iteration 41Q: 3 clusters Score -4816062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -4816087.000000 Penalty: 1023.746521
	Iteration 42Q: 3 clusters Score -4816087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -4816100.000000 Penalty: 1023.746521
	Iteration 43Q: 3 clusters Score -4816100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -4816117.500000 Penalty: 1023.746521
	Iteration 44Q: 3 clusters Score -4816118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -4816132.500000 Penalty: 1023.746521
	Iteration 45Q: 3 clusters Score -4816132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -4816146.000000 Penalty: 1023.746521
	Iteration 46Q: 3 clusters Score -4816146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -4816164.000000 Penalty: 1023.746521
	Iteration 47Q: 3 clusters Score -4816164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -4816174.000000 Penalty: 1023.746521
	Iteration 48Q: 3 clusters Score -4816174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -4816189.500000 Penalty: 1023.746521
	Iteration 49Q: 3 clusters Score -4816190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -4816197.000000 Penalty: 1023.746521
	Iteration 50Q: 3 clusters Score -4816197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -4816207.500000 Penalty: 1023.746521
	Iteration 51Q: 3 clusters Score -4816208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -4816211.500000 Penalty: 1023.746521
	Iteration 52Q: 3 clusters Score -4816212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -4816221.000000 Penalty: 1023.746521
	Iteration 53Q: 3 clusters Score -4816221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -4816234.500000 Penalty: 1023.746521
	Iteration 54Q: 3 clusters Score -4816234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -4816245.000000 Penalty: 1023.746521
	Iteration 55Q: 3 clusters Score -4816245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -4816249.000000 Penalty: 1023.746521
	Iteration 56Q: 3 clusters Score -4816249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -4816251.500000 Penalty: 1023.746521
	Iteration 57Q: 3 clusters Score -4816252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -4816259.000000 Penalty: 1023.746521
	Iteration 58Q: 3 clusters Score -4816259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -4816262.000000 Penalty: 1023.746521
	Iteration 59Q: 3 clusters Score -4816262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -4816266.500000 Penalty: 1023.746521
	Iteration 60F: 3 clusters Score -4816266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -4816267.000000 Penalty: 1023.746521
	Iteration 61Q: 3 clusters Score -4816267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -4816271.500000 Penalty: 1023.746521
	Iteration 62Q: 3 clusters Score -4816272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -4816270.000000 Penalty: 1023.746521
	Iteration 63Q: 3 clusters Score -4816270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -4816273.000000 Penalty: 1023.746521
	Iteration 64Q: 3 clusters Score -4816273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -4816271.000000 Penalty: 1023.746521
	Iteration 65Q: 3 clusters Score -4816271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -4816274.000000 Penalty: 1023.746521
	Iteration 66Q: 3 clusters Score -4816274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -4816276.500000 Penalty: 1023.746521
	Iteration 67Q: 3 clusters Score -4816276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -4816276.000000 Penalty: 1023.746521
	Iteration 68Q: 3 clusters Score -4816276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -4816276.000000 Penalty: 1023.746521
	Iteration 69Q: 3 clusters Score -4816276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -4816276.000000 Penalty: 1023.746521
	Iteration 70F: 3 clusters Score -4816276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -18638.646484 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -18638.65 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 139 members 
Entering Unmasked Estep 
Score: -18298.382812 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -18298.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18379.916016 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -18379.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18417.183594 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -18417.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18442.289062 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -18442.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18454.416016 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -18454.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18464.568359 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -18464.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18469.841797 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -18469.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18470.917969 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -18470.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18470.917969 Penalty: 511.126190
	Iteration 8F: 3 clusters Score -18470.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7323.918945 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7323.919 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 65 members 
Entering Unmasked Estep 
Score: -7091.192383 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7091.192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7159.450195 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7159.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7191.227539 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7191.228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7211.004883 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7211.005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7211.004883 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -7211.005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -7028.415527 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7028.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6791.039062 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6791.039 nChanged 37
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: -6855.375000 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6855.375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6909.240723 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6909.241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6939.885742 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6939.886 nChanged 6
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: -6960.891602 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6960.892 nChanged 7
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: -6979.006348 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -6979.006 nChanged 3
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: -6991.644531 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6991.645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6999.649414 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6999.649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7001.295410 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -7001.295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7001.295410 Penalty: 448.380096
	Iteration 9F: 3 clusters Score -7001.295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -25540.859375 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25540.86 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 197 members 
Entering Unmasked Estep 
Score: -25119.041016 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25119.04 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25209.707031 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25209.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25233.843750 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25233.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25240.269531 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -25240.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25243.646484 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25243.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25246.511719 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25246.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25246.691406 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25246.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25247.294922 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25247.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25248.011719 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25248.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25249.271484 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25249.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25250.105469 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25250.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25250.105469 Penalty: 539.592651
	Iteration 11F: 3 clusters Score -25250.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3091.845947 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3091.846 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 27 members 
Entering Unmasked Estep 
Score: -2955.066650 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2955.067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2979.189941 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2979.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2993.847168 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -2993.847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3002.311523 Penalty: 364.667328
	Iteration 3Q: 3 clusters Score -3002.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3002.311523 Penalty: 364.667328
	Iteration 4F: 3 clusters Score -3002.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3875.562256 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3875.562 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 31 members 
Entering Unmasked Estep 
Score: -3713.244385 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3713.244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3806.835205 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3806.835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3863.570312 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3863.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3863.570312 Penalty: 389.176636
	Iteration 3F: 3 clusters Score -3863.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (87281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Entering Unmasked Estep 
Score: -5413636.000000 Penalty: 517.648438
	Iteration 0F: 2 clusters Score -5413636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5355370.500000 Penalty: 1035.296875
	Iteration 0F: 3 clusters Score -5355370 nChanged 42582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5381319.000000 Penalty: 1035.296875
	Iteration 1F: 3 clusters Score -5381319 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5382579.000000 Penalty: 1035.296875
	Iteration 2Q: 3 clusters Score -5382579 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5384481.000000 Penalty: 1035.296875
	Iteration 3Q: 3 clusters Score -5384481 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5387730.500000 Penalty: 1035.296875
	Iteration 4F: 3 clusters Score -5387730 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5392670.500000 Penalty: 1035.296875
	Iteration 5F: 3 clusters Score -5392670 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5397726.000000 Penalty: 1035.296875
	Iteration 6F: 3 clusters Score -5397726 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5400363.500000 Penalty: 1035.296875
	Iteration 7F: 3 clusters Score -5400364 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5401232.500000 Penalty: 1035.296875
	Iteration 8Q: 3 clusters Score -5401232 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5401589.500000 Penalty: 1035.296875
	Iteration 9Q: 3 clusters Score -5401590 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5401893.000000 Penalty: 1035.296875
	Iteration 10Q: 3 clusters Score -5401893 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5402214.500000 Penalty: 1035.296875
	Iteration 11Q: 3 clusters Score -5402214 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5402482.000000 Penalty: 1035.296875
	Iteration 12Q: 3 clusters Score -5402482 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5402798.000000 Penalty: 1035.296875
	Iteration 13Q: 3 clusters Score -5402798 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -5403135.000000 Penalty: 1035.296875
	Iteration 14Q: 3 clusters Score -5403135 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5403450.500000 Penalty: 1035.296875
	Iteration 15Q: 3 clusters Score -5403450 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -5403695.000000 Penalty: 1035.296875
	Iteration 16Q: 3 clusters Score -5403695 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5403965.500000 Penalty: 1035.296875
	Iteration 17Q: 3 clusters Score -5403966 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5404193.000000 Penalty: 1035.296875
	Iteration 18Q: 3 clusters Score -5404193 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5404439.000000 Penalty: 1035.296875
	Iteration 19Q: 3 clusters Score -5404439 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5404635.000000 Penalty: 1035.296875
	Iteration 20F: 3 clusters Score -5404635 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5404778.500000 Penalty: 1035.296875
	Iteration 21Q: 3 clusters Score -5404778 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5404940.000000 Penalty: 1035.296875
	Iteration 22Q: 3 clusters Score -5404940 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5405098.000000 Penalty: 1035.296875
	Iteration 23Q: 3 clusters Score -5405098 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -5405245.500000 Penalty: 1035.296875
	Iteration 24Q: 3 clusters Score -5405246 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -5405363.500000 Penalty: 1035.296875
	Iteration 25Q: 3 clusters Score -5405364 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -5405505.000000 Penalty: 1035.296875
	Iteration 26Q: 3 clusters Score -5405505 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -5405583.500000 Penalty: 1035.296875
	Iteration 27Q: 3 clusters Score -5405584 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -5405648.500000 Penalty: 1035.296875
	Iteration 28Q: 3 clusters Score -5405648 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5405743.000000 Penalty: 1035.296875
	Iteration 29Q: 3 clusters Score -5405743 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5405790.000000 Penalty: 1035.296875
	Iteration 30Q: 3 clusters Score -5405790 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -5405830.000000 Penalty: 1035.296875
	Iteration 31Q: 3 clusters Score -5405830 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5405921.000000 Penalty: 1035.296875
	Iteration 32Q: 3 clusters Score -5405921 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5405979.000000 Penalty: 1035.296875
	Iteration 33Q: 3 clusters Score -5405979 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5405996.500000 Penalty: 1035.296875
	Iteration 34Q: 3 clusters Score -5405996 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -5406035.500000 Penalty: 1035.296875
	Iteration 35Q: 3 clusters Score -5406036 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5406053.500000 Penalty: 1035.296875
	Iteration 36Q: 3 clusters Score -5406054 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -5406062.000000 Penalty: 1035.296875
	Iteration 37Q: 3 clusters Score -5406062 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -5406081.000000 Penalty: 1035.296875
	Iteration 38Q: 3 clusters Score -5406081 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5406112.500000 Penalty: 1035.296875
	Iteration 39Q: 3 clusters Score -5406112 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -5406141.500000 Penalty: 1035.296875
	Iteration 40F: 3 clusters Score -5406142 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5406151.000000 Penalty: 1035.296875
	Iteration 41Q: 3 clusters Score -5406151 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5406162.500000 Penalty: 1035.296875
	Iteration 42Q: 3 clusters Score -5406162 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5406186.500000 Penalty: 1035.296875
	Iteration 43Q: 3 clusters Score -5406186 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5406200.500000 Penalty: 1035.296875
	Iteration 44Q: 3 clusters Score -5406200 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -5406236.500000 Penalty: 1035.296875
	Iteration 45Q: 3 clusters Score -5406236 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5406276.500000 Penalty: 1035.296875
	Iteration 46Q: 3 clusters Score -5406276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5406310.500000 Penalty: 1035.296875
	Iteration 47Q: 3 clusters Score -5406310 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -5406312.000000 Penalty: 1035.296875
	Iteration 48Q: 3 clusters Score -5406312 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -5406336.000000 Penalty: 1035.296875
	Iteration 49Q: 3 clusters Score -5406336 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -5406374.000000 Penalty: 1035.296875
	Iteration 50Q: 3 clusters Score -5406374 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5406421.500000 Penalty: 1035.296875
	Iteration 51Q: 3 clusters Score -5406422 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5406463.500000 Penalty: 1035.296875
	Iteration 52Q: 3 clusters Score -5406464 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5406505.000000 Penalty: 1035.296875
	Iteration 53Q: 3 clusters Score -5406505 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -5406548.500000 Penalty: 1035.296875
	Iteration 54Q: 3 clusters Score -5406548 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5406581.500000 Penalty: 1035.296875
	Iteration 55Q: 3 clusters Score -5406582 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5406628.500000 Penalty: 1035.296875
	Iteration 56Q: 3 clusters Score -5406628 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5406649.000000 Penalty: 1035.296875
	Iteration 57Q: 3 clusters Score -5406649 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5406698.500000 Penalty: 1035.296875
	Iteration 58Q: 3 clusters Score -5406698 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5406748.000000 Penalty: 1035.296875
	Iteration 59Q: 3 clusters Score -5406748 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5406787.500000 Penalty: 1035.296875
	Iteration 60F: 3 clusters Score -5406788 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -5406830.500000 Penalty: 1035.296875
	Iteration 61Q: 3 clusters Score -5406830 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -5406889.500000 Penalty: 1035.296875
	Iteration 62Q: 3 clusters Score -5406890 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5406975.500000 Penalty: 1035.296875
	Iteration 63Q: 3 clusters Score -5406976 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -5407035.000000 Penalty: 1035.296875
	Iteration 64Q: 3 clusters Score -5407035 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -5407124.000000 Penalty: 1035.296875
	Iteration 65Q: 3 clusters Score -5407124 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5407213.000000 Penalty: 1035.296875
	Iteration 66Q: 3 clusters Score -5407213 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -5407296.000000 Penalty: 1035.296875
	Iteration 67Q: 3 clusters Score -5407296 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5407390.500000 Penalty: 1035.296875
	Iteration 68Q: 3 clusters Score -5407390 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5407481.000000 Penalty: 1035.296875
	Iteration 69Q: 3 clusters Score -5407481 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5407561.500000 Penalty: 1035.296875
	Iteration 70Q: 3 clusters Score -5407562 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5407686.000000 Penalty: 1035.296875
	Iteration 71Q: 3 clusters Score -5407686 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5407799.000000 Penalty: 1035.296875
	Iteration 72Q: 3 clusters Score -5407799 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5407935.000000 Penalty: 1035.296875
	Iteration 73Q: 3 clusters Score -5407935 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5408109.500000 Penalty: 1035.296875
	Iteration 74Q: 3 clusters Score -5408110 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5408300.500000 Penalty: 1035.296875
	Iteration 75Q: 3 clusters Score -5408300 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5408444.000000 Penalty: 1035.296875
	Iteration 76Q: 3 clusters Score -5408444 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5408627.000000 Penalty: 1035.296875
	Iteration 77Q: 3 clusters Score -5408627 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -5408840.500000 Penalty: 1035.296875
	Iteration 78Q: 3 clusters Score -5408840 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -5409142.000000 Penalty: 1035.296875
	Iteration 79Q: 3 clusters Score -5409142 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -5409436.000000 Penalty: 1035.296875
	Iteration 80F: 3 clusters Score -5409436 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -5409746.000000 Penalty: 1035.296875
	Iteration 81Q: 3 clusters Score -5409746 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -5410036.000000 Penalty: 1035.296875
	Iteration 82Q: 3 clusters Score -5410036 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -5410374.500000 Penalty: 1035.296875
	Iteration 83Q: 3 clusters Score -5410374 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -5410705.500000 Penalty: 1035.296875
	Iteration 84Q: 3 clusters Score -5410706 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5411003.500000 Penalty: 1035.296875
	Iteration 85Q: 3 clusters Score -5411004 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5411316.000000 Penalty: 1035.296875
	Iteration 86Q: 3 clusters Score -5411316 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 5549 members 
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	Iteration 108Q: 3 clusters Score -5413142 nChanged 53
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	Iteration 109Q: 3 clusters Score -5413150 nChanged 48
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	Iteration 110Q: 3 clusters Score -5413168 nChanged 26
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	Iteration 111Q: 3 clusters Score -5413169 nChanged 18
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	Iteration 112Q: 3 clusters Score -5413169 nChanged 17
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	Iteration 116Q: 3 clusters Score -5413184 nChanged 23
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5413212 nChanged 24
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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 124Q: 3 clusters Score -5413228 nChanged 20
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	Iteration 125Q: 3 clusters Score -5413234 nChanged 16
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5413232 nChanged 15
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5413235 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5413238 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5413244 nChanged 19
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Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5413245 nChanged 17
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Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 909 members 
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	Iteration 131Q: 3 clusters Score -5413245 nChanged 21
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5413250 nChanged 22
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5413257 nChanged 19
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Mstep: Class 1 contains 86424 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5413262 nChanged 17
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5413267 nChanged 11
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5413269 nChanged 13
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Mstep: Class 1 contains 86437 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5413264 nChanged 8
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5413272 nChanged 5
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Mstep: Class 1 contains 86436 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5413271 nChanged 2
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Mstep: Class 1 contains 86436 members 
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	Iteration 140F: 3 clusters Score -5413271 nChanged 1
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	Iteration 141Q: 3 clusters Score -5413273 nChanged 2
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5413270 nChanged 4
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Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5413271 nChanged 4
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	Iteration 144Q: 3 clusters Score -5413268 nChanged 5
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	Iteration 145Q: 3 clusters Score -5413269 nChanged 5
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Mstep: Class 1 contains 86443 members 
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	Iteration 146Q: 3 clusters Score -5413270 nChanged 3
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	Iteration 147Q: 3 clusters Score -5413272 nChanged 2
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	Iteration 148Q: 3 clusters Score -5413274 nChanged 2
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	Iteration 149Q: 3 clusters Score -5413272 nChanged 2
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	Iteration 150Q: 3 clusters Score -5413272 nChanged 2
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	Iteration 151Q: 3 clusters Score -5413275 nChanged 3
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	Iteration 152Q: 3 clusters Score -5413277 nChanged 5
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	Iteration 154Q: 3 clusters Score -5413278 nChanged 6
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5413278 nChanged 8
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	Iteration 157Q: 3 clusters Score -5413284 nChanged 10
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	Iteration 158Q: 3 clusters Score -5413288 nChanged 9
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	Iteration 159Q: 3 clusters Score -5413286 nChanged 8
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	Iteration 160F: 3 clusters Score -5413294 nChanged 5
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	Iteration 163Q: 3 clusters Score -5413292 nChanged 1
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	Iteration 164Q: 3 clusters Score -5413294 nChanged 1
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	Iteration 166Q: 3 clusters Score -5413294 nChanged 0
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	Iteration 167F: 3 clusters Score -5413294 nChanged 0
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Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63973 members 
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Mstep: Class 15 contains 80598 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 17 contains 131 members 
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Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 86335 members 
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Mstep: Class 24 contains 969 members 
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Mstep: Class 34 contains 38530 members 
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Mstep: Class 69 contains 76877 members 
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Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 138 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
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Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 439Q: 80 clusters Score -5.330436e+07 nChanged 2399
Entering Unmasked Mstep 
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Mstep: Class 10 contains 7743 members 
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Mstep: Class 13 contains 63782 members 
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Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5059 members 
Mstep: Class 20 contains 86558 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36049 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 130 members 
Mstep: Class 28 contains 109 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38484 members 
Mstep: Class 35 contains 84442 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 280 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1321 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 726 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83289 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 93985 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 77075 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87246 members 
Mstep: Class 77 contains 1948 members 
Mstep: Class 78 contains 179 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304468.000000 Penalty: 49273.527344
Iteration 440F: 80 clusters Score -5.330447e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 372 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86740 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 7735 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63571 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 80483 members 
Mstep: Class 16 contains 31592 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 86590 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36121 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 132 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38402 members 
Mstep: Class 35 contains 84405 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1205 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 723 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83310 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94082 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 77298 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87214 members 
Mstep: Class 77 contains 2072 members 
Mstep: Class 78 contains 177 members 
Mstep: Class 79 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304600.000000 Penalty: 49273.527344
Iteration 441Q: 80 clusters Score -5.33046e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 370 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86691 members 
Mstep: Class 9 contains 1679 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63351 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 80534 members 
Mstep: Class 16 contains 31486 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 86594 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36180 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 134 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38320 members 
Mstep: Class 35 contains 84374 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1109 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 723 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83325 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94204 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 77577 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87162 members 
Mstep: Class 77 contains 2147 members 
Mstep: Class 78 contains 175 members 
Mstep: Class 79 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304632.000000 Penalty: 49273.527344
Iteration 442Q: 80 clusters Score -5.330463e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 369 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86635 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63161 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 80548 members 
Mstep: Class 16 contains 31367 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 86615 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36231 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 136 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38231 members 
Mstep: Class 35 contains 84317 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 1048 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 722 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83377 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94314 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 77901 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87072 members 
Mstep: Class 77 contains 2203 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304804.000000 Penalty: 49273.527344
Iteration 443Q: 80 clusters Score -5.33048e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86583 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 7762 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62933 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 80545 members 
Mstep: Class 16 contains 31256 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 20 contains 86606 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36268 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 38119 members 
Mstep: Class 35 contains 84263 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 994 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 721 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83447 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94461 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 78259 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87016 members 
Mstep: Class 77 contains 2240 members 
Mstep: Class 78 contains 169 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304796.000000 Penalty: 49273.527344
Iteration 444Q: 80 clusters Score -5.33048e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86566 members 
Mstep: Class 9 contains 1698 members 
Mstep: Class 10 contains 7773 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62713 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 80555 members 
Mstep: Class 16 contains 31170 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5078 members 
Mstep: Class 20 contains 86542 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 37929 members 
Mstep: Class 35 contains 84194 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 943 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 721 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83499 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94596 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 78750 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86951 members 
Mstep: Class 77 contains 2277 members 
Mstep: Class 78 contains 167 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305020.000000 Penalty: 49273.527344
Iteration 445Q: 80 clusters Score -5.330502e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86562 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 7775 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62485 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 80548 members 
Mstep: Class 16 contains 31070 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 86453 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 37682 members 
Mstep: Class 35 contains 84149 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 903 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83585 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94736 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 79336 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86866 members 
Mstep: Class 77 contains 2302 members 
Mstep: Class 78 contains 166 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304984.000000 Penalty: 49273.527344
Iteration 446Q: 80 clusters Score -5.330498e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86546 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62237 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 80521 members 
Mstep: Class 16 contains 30967 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 86359 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36259 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 37389 members 
Mstep: Class 35 contains 84061 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 882 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83689 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 94890 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 80052 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86772 members 
Mstep: Class 77 contains 2308 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305084.000000 Penalty: 49273.527344
Iteration 447Q: 80 clusters Score -5.330508e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86493 members 
Mstep: Class 9 contains 1701 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62007 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 80496 members 
Mstep: Class 16 contains 30863 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 86242 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36229 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 37026 members 
Mstep: Class 35 contains 84023 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 861 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83790 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95050 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 80875 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86652 members 
Mstep: Class 77 contains 2307 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305344.000000 Penalty: 49273.527344
Iteration 448Q: 80 clusters Score -5.330534e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4474 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86440 members 
Mstep: Class 9 contains 1705 members 
Mstep: Class 10 contains 7762 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61819 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 80434 members 
Mstep: Class 16 contains 30779 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5124 members 
Mstep: Class 20 contains 86153 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36175 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 36605 members 
Mstep: Class 35 contains 83980 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 845 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83866 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95157 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 81837 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86486 members 
Mstep: Class 77 contains 2308 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305140.000000 Penalty: 49273.527344
Iteration 449Q: 80 clusters Score -5.330514e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86395 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 7736 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61626 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 80348 members 
Mstep: Class 16 contains 30684 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 86063 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36090 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 36141 members 
Mstep: Class 35 contains 83959 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 824 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83943 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95277 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 82974 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86249 members 
Mstep: Class 77 contains 2303 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304860.000000 Penalty: 49273.527344
Iteration 450Q: 80 clusters Score -5.330486e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4515 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86384 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 7716 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61422 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 80270 members 
Mstep: Class 16 contains 30594 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 85957 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35964 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 35535 members 
Mstep: Class 35 contains 83961 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 465 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 808 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84015 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95445 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 84233 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85983 members 
Mstep: Class 77 contains 2291 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304692.000000 Penalty: 49273.527344
Iteration 451Q: 80 clusters Score -5.330469e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86360 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 7694 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61250 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 80218 members 
Mstep: Class 16 contains 30517 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 85859 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35861 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 34803 members 
Mstep: Class 35 contains 83951 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 793 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84083 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95568 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 85593 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85713 members 
Mstep: Class 77 contains 2287 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304144.000000 Penalty: 49273.527344
Iteration 452Q: 80 clusters Score -5.330414e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86349 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 7682 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61081 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 80200 members 
Mstep: Class 16 contains 30429 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 85700 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35793 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 33964 members 
Mstep: Class 35 contains 84026 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 787 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84175 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95705 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 86989 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85370 members 
Mstep: Class 77 contains 2280 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303512.000000 Penalty: 49273.527344
Iteration 453Q: 80 clusters Score -5.330351e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4561 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86333 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60914 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 80200 members 
Mstep: Class 16 contains 30346 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 85571 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35715 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 33055 members 
Mstep: Class 35 contains 84201 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 784 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84273 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95834 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 88295 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85031 members 
Mstep: Class 77 contains 2276 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302724.000000 Penalty: 49273.527344
Iteration 454Q: 80 clusters Score -5.330272e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86345 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60791 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 80199 members 
Mstep: Class 16 contains 30274 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 85434 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35646 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 32049 members 
Mstep: Class 35 contains 84410 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 782 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84308 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 95937 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 89658 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 84704 members 
Mstep: Class 77 contains 2270 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302060.000000 Penalty: 49273.527344
Iteration 455Q: 80 clusters Score -5.330206e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86430 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60673 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 80209 members 
Mstep: Class 16 contains 30199 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5118 members 
Mstep: Class 20 contains 85292 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35581 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 30998 members 
Mstep: Class 35 contains 84682 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 779 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84288 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96042 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 90919 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 84407 members 
Mstep: Class 77 contains 2270 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301448.000000 Penalty: 49273.527344
Iteration 456Q: 80 clusters Score -5.330145e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86509 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60593 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 80232 members 
Mstep: Class 16 contains 30129 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 85166 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35516 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 29931 members 
Mstep: Class 35 contains 85004 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 775 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96119 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92169 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 84130 members 
Mstep: Class 77 contains 2270 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301024.000000 Penalty: 49273.527344
Iteration 457Q: 80 clusters Score -5.330102e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86602 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60536 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 80216 members 
Mstep: Class 16 contains 30058 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 85031 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35484 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 28872 members 
Mstep: Class 35 contains 85367 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 774 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 84020 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96187 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 93427 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83857 members 
Mstep: Class 77 contains 2270 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300424.000000 Penalty: 49273.527344
Iteration 458Q: 80 clusters Score -5.330042e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4701 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86750 members 
Mstep: Class 9 contains 1887 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60485 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 80231 members 
Mstep: Class 16 contains 30002 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 84940 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35437 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 27848 members 
Mstep: Class 35 contains 85827 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 773 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83772 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96227 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 94445 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83642 members 
Mstep: Class 77 contains 2274 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299972.000000 Penalty: 49273.527344
Iteration 459Q: 80 clusters Score -5.329997e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86823 members 
Mstep: Class 9 contains 1929 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60437 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 80264 members 
Mstep: Class 16 contains 29970 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5073 members 
Mstep: Class 20 contains 84845 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35445 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 137 members 
Mstep: Class 28 contains 107 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 26853 members 
Mstep: Class 35 contains 86279 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 773 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83487 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96280 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 95346 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83500 members 
Mstep: Class 77 contains 2278 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299532.000000 Penalty: 49273.527344
Iteration 460F: 80 clusters Score -5.329953e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4754 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60415 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 80347 members 
Mstep: Class 16 contains 29950 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 84738 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35443 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 138 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 25926 members 
Mstep: Class 35 contains 86726 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 753 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 76 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 83132 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96314 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 96227 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83342 members 
Mstep: Class 77 contains 2305 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299124.000000 Penalty: 49273.527344
Iteration 461Q: 80 clusters Score -5.329912e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 365 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86934 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60411 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 80413 members 
Mstep: Class 16 contains 29962 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 84637 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35476 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 138 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 25055 members 
Mstep: Class 35 contains 87108 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 736 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 77 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82891 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96331 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 96947 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83203 members 
Mstep: Class 77 contains 2312 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298940.000000 Penalty: 49273.527344
Iteration 462Q: 80 clusters Score -5.329894e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4799 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86938 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 7737 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60395 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 80509 members 
Mstep: Class 16 contains 29973 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5061 members 
Mstep: Class 20 contains 84535 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35533 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 24247 members 
Mstep: Class 35 contains 87459 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 724 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82646 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96356 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 97573 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83104 members 
Mstep: Class 77 contains 2316 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298500.000000 Penalty: 49273.527344
Iteration 463Q: 80 clusters Score -5.32985e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86918 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60390 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 80593 members 
Mstep: Class 16 contains 29980 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 84432 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35601 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 23541 members 
Mstep: Class 35 contains 87759 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 716 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82380 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 205 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96376 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 98027 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83185 members 
Mstep: Class 77 contains 2317 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298496.000000 Penalty: 49273.527344
Iteration 464Q: 80 clusters Score -5.32985e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86884 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 7805 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60374 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 80684 members 
Mstep: Class 16 contains 30014 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5071 members 
Mstep: Class 20 contains 84312 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35667 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 22949 members 
Mstep: Class 35 contains 88071 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 708 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82103 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96372 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 98328 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83338 members 
Mstep: Class 77 contains 2312 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298136.000000 Penalty: 49273.527344
Iteration 465Q: 80 clusters Score -5.329814e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86912 members 
Mstep: Class 9 contains 2109 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60355 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 80789 members 
Mstep: Class 16 contains 30046 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 84241 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35732 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 22394 members 
Mstep: Class 35 contains 88317 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 705 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 213 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81829 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96386 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 98479 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83546 members 
Mstep: Class 77 contains 2304 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297900.000000 Penalty: 49273.527344
Iteration 466Q: 80 clusters Score -5.32979e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86972 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 10 contains 7863 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60344 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 80906 members 
Mstep: Class 16 contains 30052 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 84191 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35841 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 21913 members 
Mstep: Class 35 contains 88523 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 700 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81577 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96399 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 98392 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 83815 members 
Mstep: Class 77 contains 2307 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297836.000000 Penalty: 49273.527344
Iteration 467Q: 80 clusters Score -5.329784e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87040 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60359 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 81016 members 
Mstep: Class 16 contains 30050 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 84088 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 35951 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 985 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 21451 members 
Mstep: Class 35 contains 88639 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 693 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81412 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96393 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 98168 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 84252 members 
Mstep: Class 77 contains 2311 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298048.000000 Penalty: 49273.527344
Iteration 468Q: 80 clusters Score -5.329805e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87146 members 
Mstep: Class 9 contains 2241 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60374 members 
Mstep: Class 14 contains 4938 members 
Mstep: Class 15 contains 81100 members 
Mstep: Class 16 contains 30039 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5059 members 
Mstep: Class 20 contains 83993 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36070 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 21059 members 
Mstep: Class 35 contains 88751 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 685 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81271 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96372 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 97759 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 84746 members 
Mstep: Class 77 contains 2308 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297964.000000 Penalty: 49273.527344
Iteration 469Q: 80 clusters Score -5.329796e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87269 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 7980 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60361 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 81167 members 
Mstep: Class 16 contains 30012 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 83909 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36181 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 20727 members 
Mstep: Class 35 contains 88811 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 678 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81236 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96352 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 97300 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85224 members 
Mstep: Class 77 contains 2310 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298044.000000 Penalty: 49273.527344
Iteration 470Q: 80 clusters Score -5.329804e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87402 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60350 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 81239 members 
Mstep: Class 16 contains 30000 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5052 members 
Mstep: Class 20 contains 83779 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36336 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 20425 members 
Mstep: Class 35 contains 88846 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 677 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81231 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96328 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 96732 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 85736 members 
Mstep: Class 77 contains 2319 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298028.000000 Penalty: 49273.527344
Iteration 471Q: 80 clusters Score -5.329803e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87560 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 8093 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60379 members 
Mstep: Class 14 contains 5077 members 
Mstep: Class 15 contains 81264 members 
Mstep: Class 16 contains 29962 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 83643 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 20148 members 
Mstep: Class 35 contains 88861 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 677 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81242 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96289 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 96122 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86293 members 
Mstep: Class 77 contains 2332 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297968.000000 Penalty: 49273.527344
Iteration 472Q: 80 clusters Score -5.329797e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87685 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 8175 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60451 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 81286 members 
Mstep: Class 16 contains 29912 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 83537 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36619 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 88864 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 679 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81266 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96234 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 95520 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 86835 members 
Mstep: Class 77 contains 2335 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298180.000000 Penalty: 49273.527344
Iteration 473Q: 80 clusters Score -5.329818e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4839 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87803 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 8237 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60555 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 15 contains 81322 members 
Mstep: Class 16 contains 29838 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 83470 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36715 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 102 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 19629 members 
Mstep: Class 35 contains 88884 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 679 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81313 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96195 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 94907 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87343 members 
Mstep: Class 77 contains 2334 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298332.000000 Penalty: 49273.527344
Iteration 474Q: 80 clusters Score -5.329833e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87951 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 81294 members 
Mstep: Class 16 contains 29753 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 83412 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36815 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 19402 members 
Mstep: Class 35 contains 88952 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 677 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 79 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81273 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96175 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 94297 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 87852 members 
Mstep: Class 77 contains 2325 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298372.000000 Penalty: 49273.527344
Iteration 475Q: 80 clusters Score -5.329837e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88108 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60835 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 81284 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 83368 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 36939 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 19161 members 
Mstep: Class 35 contains 88966 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 675 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81241 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96137 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 93727 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88291 members 
Mstep: Class 77 contains 2313 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298400.000000 Penalty: 49273.527344
Iteration 476Q: 80 clusters Score -5.32984e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88249 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 8439 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 60984 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 81288 members 
Mstep: Class 16 contains 29581 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 83315 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37056 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18937 members 
Mstep: Class 35 contains 88954 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 672 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81221 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96122 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 93189 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88681 members 
Mstep: Class 77 contains 2302 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298176.000000 Penalty: 49273.527344
Iteration 477Q: 80 clusters Score -5.329818e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88319 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61178 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 81268 members 
Mstep: Class 16 contains 29509 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 83254 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37192 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18722 members 
Mstep: Class 35 contains 88970 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81208 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96091 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92727 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89017 members 
Mstep: Class 77 contains 2295 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298192.000000 Penalty: 49273.527344
Iteration 478Q: 80 clusters Score -5.329819e+07 nChanged 3117
Entering ConstructFrom: 
Score: -53298192.000000 Penalty: 49273.527344
Entering ConstructFrom: 
Trying to split cluster 1 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9200.275391 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9200.275 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 74 members 
Entering Unmasked Estep 
Score: -8939.292969 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -8939.293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8992.894531 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -8992.895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9042.236328 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -9042.236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9054.550781 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9054.551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9054.550781 Penalty: 458.951691
	Iteration 4F: 3 clusters Score -9054.551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -68298.578125 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -68298.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67441.437500 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -67441.44 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67727.078125 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -67727.08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67817.625000 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -67817.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67882.046875 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -67882.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -67940.429688 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -67940.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -67982.289062 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -67982.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68019.007812 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -68019.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -68050.296875 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -68050.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68082.257812 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -68082.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -68109.960938 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -68109.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68131.304688 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -68131.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -68144.734375 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -68144.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -68148.968750 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -68148.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -68153.164062 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -68153.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -68157.492188 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -68157.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68160.226562 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -68160.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -68161.609375 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -68161.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -68162.679688 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -68162.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68164.632812 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -68164.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68165.195312 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -68165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -68165.929688 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -68165.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68166.281250 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -68166.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68166.281250 Penalty: 633.994019
	Iteration 22F: 3 clusters Score -68166.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -7570.274414 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -7570.274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7194.777832 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -7194.778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7358.110840 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -7358.111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7463.947266 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -7463.947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7544.689453 Penalty: 535.382324
	Iteration 3F: 3 clusters Score -7544.689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7587.881836 Penalty: 535.382324
	Iteration 4F: 3 clusters Score -7587.882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7599.024902 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -7599.025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7607.651367 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -7607.651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7614.926758 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -7614.927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7617.805664 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -7617.806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7622.425293 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -7622.425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7625.899902 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -7625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7629.250488 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -7629.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7631.060547 Penalty: 535.382324
	Iteration 12Q: 3 clusters Score -7631.061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7631.060547 Penalty: 535.382324
	Iteration 13F: 3 clusters Score -7631.061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Entering Unmasked Estep 
Score: -53298248.000000 Penalty: 49897.242188
Splitting cluster 3 changes total score from -53298192.000000 to -53298248.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 4 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10887.796875 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10887.8 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 110 members 
Entering Unmasked Estep 
Score: -10605.606445 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10605.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10705.393555 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10705.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10724.329102 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10724.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10731.889648 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10731.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10736.594727 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10736.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10738.078125 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10738.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10738.078125 Penalty: 485.277405
	Iteration 6F: 3 clusters Score -10738.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -28360.322266 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -28360.32 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 219 members 
Entering Unmasked Estep 
Score: -27938.974609 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -27938.97 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28083.687500 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -28083.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28115.005859 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -28115.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28128.244141 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -28128.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28136.140625 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -28136.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28140.056641 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -28140.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28143.388672 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -28143.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28147.113281 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -28147.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28151.210938 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -28151.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28153.500000 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -28153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28157.941406 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -28157.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28161.449219 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -28161.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28163.562500 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -28163.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28163.810547 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -28163.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28163.810547 Penalty: 554.924744
	Iteration 14F: 3 clusters Score -28163.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -304183.500000 Penalty: 386.659485
	Iteration 0F: 2 clusters Score -304183.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -300865.375000 Penalty: 773.318970
	Iteration 0F: 3 clusters Score -300865.4 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -302125.468750 Penalty: 773.318970
	Iteration 1F: 3 clusters Score -302125.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -302316.218750 Penalty: 773.318970
	Iteration 2F: 3 clusters Score -302316.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -302537.656250 Penalty: 773.318970
	Iteration 3F: 3 clusters Score -302537.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -302782.687500 Penalty: 773.318970
	Iteration 4F: 3 clusters Score -302782.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -303020.062500 Penalty: 773.318970
	Iteration 5F: 3 clusters Score -303020.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -303279.750000 Penalty: 773.318970
	Iteration 6F: 3 clusters Score -303279.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -303523.906250 Penalty: 773.318970
	Iteration 7F: 3 clusters Score -303523.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -303700.062500 Penalty: 773.318970
	Iteration 8F: 3 clusters Score -303700.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -303799.562500 Penalty: 773.318970
	Iteration 9Q: 3 clusters Score -303799.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -303869.937500 Penalty: 773.318970
	Iteration 10Q: 3 clusters Score -303869.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -303929.593750 Penalty: 773.318970
	Iteration 11Q: 3 clusters Score -303929.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -303966.187500 Penalty: 773.318970
	Iteration 12Q: 3 clusters Score -303966.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -303980.968750 Penalty: 773.318970
	Iteration 13Q: 3 clusters Score -303981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -303993.500000 Penalty: 773.318970
	Iteration 14Q: 3 clusters Score -303993.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -304000.687500 Penalty: 773.318970
	Iteration 15Q: 3 clusters Score -304000.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -304006.000000 Penalty: 773.318970
	Iteration 16Q: 3 clusters Score -304006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -304011.093750 Penalty: 773.318970
	Iteration 17Q: 3 clusters Score -304011.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -304014.968750 Penalty: 773.318970
	Iteration 18Q: 3 clusters Score -304015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -304017.812500 Penalty: 773.318970
	Iteration 19Q: 3 clusters Score -304017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -304020.750000 Penalty: 773.318970
	Iteration 20F: 3 clusters Score -304020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -304021.718750 Penalty: 773.318970
	Iteration 21Q: 3 clusters Score -304021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -304022.093750 Penalty: 773.318970
	Iteration 22Q: 3 clusters Score -304022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -304021.937500 Penalty: 773.318970
	Iteration 23Q: 3 clusters Score -304021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -304021.937500 Penalty: 773.318970
	Iteration 24F: 3 clusters Score -304021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -12065.584961 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -12065.58 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 95 members 
Entering Unmasked Estep 
Score: -11802.978516 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -11802.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11894.530273 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -11894.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11934.685547 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -11934.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11983.215820 Penalty: 480.308441
	Iteration 3F: 3 clusters Score -11983.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12014.541016 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -12014.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12054.118164 Penalty: 480.308441
	Iteration 5Q: 3 clusters Score -12054.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12107.304688 Penalty: 480.308441
	Iteration 6Q: 3 clusters Score -12107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12123.688477 Penalty: 480.308441
	Iteration 7Q: 3 clusters Score -12123.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12153.009766 Penalty: 480.308441
	Iteration 8Q: 3 clusters Score -12153.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12172.952148 Penalty: 480.308441
	Iteration 9Q: 3 clusters Score -12172.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12192.596680 Penalty: 480.308441
	Iteration 10Q: 3 clusters Score -12192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12205.148438 Penalty: 480.308441
	Iteration 11Q: 3 clusters Score -12205.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12214.895508 Penalty: 480.308441
	Iteration 12Q: 3 clusters Score -12214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12220.858398 Penalty: 480.308441
	Iteration 13Q: 3 clusters Score -12220.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12221.033203 Penalty: 480.308441
	Iteration 14F: 3 clusters Score -12221.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12224.529297 Penalty: 480.308441
	Iteration 15Q: 3 clusters Score -12224.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12233.092773 Penalty: 480.308441
	Iteration 16Q: 3 clusters Score -12233.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12239.496094 Penalty: 480.308441
	Iteration 17Q: 3 clusters Score -12239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12239.496094 Penalty: 480.308441
	Iteration 18F: 3 clusters Score -12239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 92 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 104 members 
Entering Unmasked Estep 
Score: -53298040.000000 Penalty: 50520.957031
Splitting cluster 7 changes total score from -53298192.000000 to -53298040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (88405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Entering Unmasked Estep 
Score: -5512931.000000 Penalty: 518.230591
	Iteration 0F: 2 clusters Score -5512931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5454357.500000 Penalty: 1036.461182
	Iteration 0F: 3 clusters Score -5454358 nChanged 43093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -5481871.500000 Penalty: 1036.461182
	Iteration 1F: 3 clusters Score -5481872 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -5484063.500000 Penalty: 1036.461182
	Iteration 2Q: 3 clusters Score -5484064 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -5487585.500000 Penalty: 1036.461182
	Iteration 3F: 3 clusters Score -5487586 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5492470.500000 Penalty: 1036.461182
	Iteration 4F: 3 clusters Score -5492470 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -5497083.500000 Penalty: 1036.461182
	Iteration 5F: 3 clusters Score -5497084 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -5499323.000000 Penalty: 1036.461182
	Iteration 6F: 3 clusters Score -5499323 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -5500230.000000 Penalty: 1036.461182
	Iteration 7Q: 3 clusters Score -5500230 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -5500933.500000 Penalty: 1036.461182
	Iteration 8Q: 3 clusters Score -5500934 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -5501541.000000 Penalty: 1036.461182
	Iteration 9Q: 3 clusters Score -5501541 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -5502203.000000 Penalty: 1036.461182
	Iteration 10Q: 3 clusters Score -5502203 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -5502874.000000 Penalty: 1036.461182
	Iteration 11Q: 3 clusters Score -5502874 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -5503534.000000 Penalty: 1036.461182
	Iteration 12Q: 3 clusters Score -5503534 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 54760 members 
Entering Unmasked Estep 
Score: -5504171.000000 Penalty: 1036.461182
	Iteration 13Q: 3 clusters Score -5504171 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -5504650.000000 Penalty: 1036.461182
	Iteration 14Q: 3 clusters Score -5504650 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -5505119.500000 Penalty: 1036.461182
	Iteration 15Q: 3 clusters Score -5505120 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -5505501.000000 Penalty: 1036.461182
	Iteration 16Q: 3 clusters Score -5505501 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -5505814.500000 Penalty: 1036.461182
	Iteration 17Q: 3 clusters Score -5505814 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -5506039.000000 Penalty: 1036.461182
	Iteration 18Q: 3 clusters Score -5506039 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -5506244.500000 Penalty: 1036.461182
	Iteration 19Q: 3 clusters Score -5506244 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -5506376.000000 Penalty: 1036.461182
	Iteration 20F: 3 clusters Score -5506376 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -5506526.500000 Penalty: 1036.461182
	Iteration 21Q: 3 clusters Score -5506526 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -5506613.000000 Penalty: 1036.461182
	Iteration 22Q: 3 clusters Score -5506613 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -5506738.000000 Penalty: 1036.461182
	Iteration 23Q: 3 clusters Score -5506738 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -5506835.500000 Penalty: 1036.461182
	Iteration 24Q: 3 clusters Score -5506836 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -5506922.500000 Penalty: 1036.461182
	Iteration 25Q: 3 clusters Score -5506922 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -5507014.000000 Penalty: 1036.461182
	Iteration 26Q: 3 clusters Score -5507014 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -5507040.500000 Penalty: 1036.461182
	Iteration 27Q: 3 clusters Score -5507040 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -5507068.500000 Penalty: 1036.461182
	Iteration 28Q: 3 clusters Score -5507068 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -5507125.000000 Penalty: 1036.461182
	Iteration 29Q: 3 clusters Score -5507125 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -5507177.000000 Penalty: 1036.461182
	Iteration 30Q: 3 clusters Score -5507177 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -5507249.000000 Penalty: 1036.461182
	Iteration 31Q: 3 clusters Score -5507249 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -5507281.000000 Penalty: 1036.461182
	Iteration 32Q: 3 clusters Score -5507281 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -5507288.500000 Penalty: 1036.461182
	Iteration 33Q: 3 clusters Score -5507288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -5507320.000000 Penalty: 1036.461182
	Iteration 34Q: 3 clusters Score -5507320 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -5507367.000000 Penalty: 1036.461182
	Iteration 35Q: 3 clusters Score -5507367 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -5507391.500000 Penalty: 1036.461182
	Iteration 36Q: 3 clusters Score -5507392 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -5507419.000000 Penalty: 1036.461182
	Iteration 37Q: 3 clusters Score -5507419 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -5507450.000000 Penalty: 1036.461182
	Iteration 38Q: 3 clusters Score -5507450 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -5507458.000000 Penalty: 1036.461182
	Iteration 39Q: 3 clusters Score -5507458 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -5507457.000000 Penalty: 1036.461182
	Iteration 40F: 3 clusters Score -5507457 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -5507462.500000 Penalty: 1036.461182
	Iteration 41Q: 3 clusters Score -5507462 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -5507502.500000 Penalty: 1036.461182
	Iteration 42Q: 3 clusters Score -5507502 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -5507548.000000 Penalty: 1036.461182
	Iteration 43Q: 3 clusters Score -5507548 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -5507590.500000 Penalty: 1036.461182
	Iteration 44Q: 3 clusters Score -5507590 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -5507619.500000 Penalty: 1036.461182
	Iteration 45Q: 3 clusters Score -5507620 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -5507643.500000 Penalty: 1036.461182
	Iteration 46Q: 3 clusters Score -5507644 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -5507715.000000 Penalty: 1036.461182
	Iteration 47Q: 3 clusters Score -5507715 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -5507769.500000 Penalty: 1036.461182
	Iteration 48Q: 3 clusters Score -5507770 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -5507835.000000 Penalty: 1036.461182
	Iteration 49Q: 3 clusters Score -5507835 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -5507878.000000 Penalty: 1036.461182
	Iteration 50Q: 3 clusters Score -5507878 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -5507978.000000 Penalty: 1036.461182
	Iteration 51Q: 3 clusters Score -5507978 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -5508071.000000 Penalty: 1036.461182
	Iteration 52Q: 3 clusters Score -5508071 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -5508145.500000 Penalty: 1036.461182
	Iteration 53Q: 3 clusters Score -5508146 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -5508239.500000 Penalty: 1036.461182
	Iteration 54Q: 3 clusters Score -5508240 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -5508336.500000 Penalty: 1036.461182
	Iteration 55Q: 3 clusters Score -5508336 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -5508450.000000 Penalty: 1036.461182
	Iteration 56Q: 3 clusters Score -5508450 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -5508556.500000 Penalty: 1036.461182
	Iteration 57Q: 3 clusters Score -5508556 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -5508657.500000 Penalty: 1036.461182
	Iteration 58Q: 3 clusters Score -5508658 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -5508774.000000 Penalty: 1036.461182
	Iteration 59Q: 3 clusters Score -5508774 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -5508920.000000 Penalty: 1036.461182
	Iteration 60F: 3 clusters Score -5508920 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -5509057.500000 Penalty: 1036.461182
	Iteration 61Q: 3 clusters Score -5509058 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -5509243.000000 Penalty: 1036.461182
	Iteration 62Q: 3 clusters Score -5509243 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -5509481.000000 Penalty: 1036.461182
	Iteration 63Q: 3 clusters Score -5509481 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -5509723.500000 Penalty: 1036.461182
	Iteration 64Q: 3 clusters Score -5509724 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -5509933.500000 Penalty: 1036.461182
	Iteration 65Q: 3 clusters Score -5509934 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -5510129.500000 Penalty: 1036.461182
	Iteration 66Q: 3 clusters Score -5510130 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -5510394.000000 Penalty: 1036.461182
	Iteration 67Q: 3 clusters Score -5510394 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -5510633.000000 Penalty: 1036.461182
	Iteration 68Q: 3 clusters Score -5510633 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -5510875.500000 Penalty: 1036.461182
	Iteration 69Q: 3 clusters Score -5510876 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -5511101.500000 Penalty: 1036.461182
	Iteration 70Q: 3 clusters Score -5511102 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -5511377.000000 Penalty: 1036.461182
	Iteration 71Q: 3 clusters Score -5511377 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -5511541.500000 Penalty: 1036.461182
	Iteration 72Q: 3 clusters Score -5511542 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -5511732.500000 Penalty: 1036.461182
	Iteration 73Q: 3 clusters Score -5511732 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -5511941.500000 Penalty: 1036.461182
	Iteration 74Q: 3 clusters Score -5511942 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -5512108.500000 Penalty: 1036.461182
	Iteration 75Q: 3 clusters Score -5512108 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -5512202.000000 Penalty: 1036.461182
	Iteration 76Q: 3 clusters Score -5512202 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -5512296.000000 Penalty: 1036.461182
	Iteration 77Q: 3 clusters Score -5512296 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -5512357.000000 Penalty: 1036.461182
	Iteration 78Q: 3 clusters Score -5512357 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -5512390.000000 Penalty: 1036.461182
	Iteration 79Q: 3 clusters Score -5512390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -5512419.500000 Penalty: 1036.461182
	Iteration 80F: 3 clusters Score -5512420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -5512458.500000 Penalty: 1036.461182
	Iteration 81Q: 3 clusters Score -5512458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -5512467.000000 Penalty: 1036.461182
	Iteration 82Q: 3 clusters Score -5512467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -5512472.000000 Penalty: 1036.461182
	Iteration 83Q: 3 clusters Score -5512472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -5512476.500000 Penalty: 1036.461182
	Iteration 84Q: 3 clusters Score -5512476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -5512486.500000 Penalty: 1036.461182
	Iteration 85Q: 3 clusters Score -5512486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -5512488.500000 Penalty: 1036.461182
	Iteration 86Q: 3 clusters Score -5512488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -5512493.500000 Penalty: 1036.461182
	Iteration 87Q: 3 clusters Score -5512494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -5512498.000000 Penalty: 1036.461182
	Iteration 88Q: 3 clusters Score -5512498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -5512501.500000 Penalty: 1036.461182
	Iteration 89Q: 3 clusters Score -5512502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -5512510.000000 Penalty: 1036.461182
	Iteration 90Q: 3 clusters Score -5512510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -5512508.500000 Penalty: 1036.461182
	Iteration 91Q: 3 clusters Score -5512508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -5512514.500000 Penalty: 1036.461182
	Iteration 92Q: 3 clusters Score -5512514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -5512517.500000 Penalty: 1036.461182
	Iteration 93Q: 3 clusters Score -5512518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -5512517.000000 Penalty: 1036.461182
	Iteration 94Q: 3 clusters Score -5512517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -5512522.000000 Penalty: 1036.461182
	Iteration 95Q: 3 clusters Score -5512522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -5512522.500000 Penalty: 1036.461182
	Iteration 96Q: 3 clusters Score -5512522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -5512516.500000 Penalty: 1036.461182
	Iteration 97Q: 3 clusters Score -5512516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -5512518.500000 Penalty: 1036.461182
	Iteration 98Q: 3 clusters Score -5512518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -5512516.500000 Penalty: 1036.461182
	Iteration 99Q: 3 clusters Score -5512516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -5512516.500000 Penalty: 1036.461182
	Iteration 100F: 3 clusters Score -5512516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -157338.281250 Penalty: 356.680511
	Iteration 0F: 2 clusters Score -157338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -155516.406250 Penalty: 713.361023
	Iteration 0F: 3 clusters Score -155516.4 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -156140.875000 Penalty: 713.361023
	Iteration 1F: 3 clusters Score -156140.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156277.656250 Penalty: 713.361023
	Iteration 2F: 3 clusters Score -156277.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -156397.062500 Penalty: 713.361023
	Iteration 3F: 3 clusters Score -156397.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -156496.796875 Penalty: 713.361023
	Iteration 4F: 3 clusters Score -156496.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156587.156250 Penalty: 713.361023
	Iteration 5Q: 3 clusters Score -156587.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -156659.906250 Penalty: 713.361023
	Iteration 6Q: 3 clusters Score -156659.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156708.625000 Penalty: 713.361023
	Iteration 7Q: 3 clusters Score -156708.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156751.734375 Penalty: 713.361023
	Iteration 8Q: 3 clusters Score -156751.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -156799.625000 Penalty: 713.361023
	Iteration 9Q: 3 clusters Score -156799.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156830.421875 Penalty: 713.361023
	Iteration 10Q: 3 clusters Score -156830.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -156857.421875 Penalty: 713.361023
	Iteration 11Q: 3 clusters Score -156857.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156879.375000 Penalty: 713.361023
	Iteration 12Q: 3 clusters Score -156879.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -156895.734375 Penalty: 713.361023
	Iteration 13Q: 3 clusters Score -156895.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -156911.359375 Penalty: 713.361023
	Iteration 14Q: 3 clusters Score -156911.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -156926.312500 Penalty: 713.361023
	Iteration 15Q: 3 clusters Score -156926.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156935.750000 Penalty: 713.361023
	Iteration 16Q: 3 clusters Score -156935.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -156945.171875 Penalty: 713.361023
	Iteration 17Q: 3 clusters Score -156945.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -156953.250000 Penalty: 713.361023
	Iteration 18Q: 3 clusters Score -156953.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -156964.375000 Penalty: 713.361023
	Iteration 19Q: 3 clusters Score -156964.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156974.734375 Penalty: 713.361023
	Iteration 20F: 3 clusters Score -156974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156979.812500 Penalty: 713.361023
	Iteration 21Q: 3 clusters Score -156979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156982.171875 Penalty: 713.361023
	Iteration 22Q: 3 clusters Score -156982.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -156985.562500 Penalty: 713.361023
	Iteration 23Q: 3 clusters Score -156985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156987.718750 Penalty: 713.361023
	Iteration 24Q: 3 clusters Score -156987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156989.375000 Penalty: 713.361023
	Iteration 25Q: 3 clusters Score -156989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156991.140625 Penalty: 713.361023
	Iteration 26Q: 3 clusters Score -156991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156992.390625 Penalty: 713.361023
	Iteration 27Q: 3 clusters Score -156992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156993.109375 Penalty: 713.361023
	Iteration 28Q: 3 clusters Score -156993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -156993.828125 Penalty: 713.361023
	Iteration 29Q: 3 clusters Score -156993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156994.671875 Penalty: 713.361023
	Iteration 30Q: 3 clusters Score -156994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156995.171875 Penalty: 713.361023
	Iteration 31Q: 3 clusters Score -156995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -156995.984375 Penalty: 713.361023
	Iteration 32Q: 3 clusters Score -156996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156996.343750 Penalty: 713.361023
	Iteration 33Q: 3 clusters Score -156996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156996.625000 Penalty: 713.361023
	Iteration 34Q: 3 clusters Score -156996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156996.625000 Penalty: 713.361023
	Iteration 35F: 3 clusters Score -156996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Entering Unmasked Estep 
Score: -540621.375000 Penalty: 412.086212
	Iteration 0F: 2 clusters Score -540621.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -534933.687500 Penalty: 824.172424
	Iteration 0F: 3 clusters Score -534933.7 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -537224.125000 Penalty: 824.172424
	Iteration 1F: 3 clusters Score -537224.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -537472.062500 Penalty: 824.172424
	Iteration 2F: 3 clusters Score -537472.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -537829.437500 Penalty: 824.172424
	Iteration 3F: 3 clusters Score -537829.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -538252.250000 Penalty: 824.172424
	Iteration 4F: 3 clusters Score -538252.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -538657.750000 Penalty: 824.172424
	Iteration 5F: 3 clusters Score -538657.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -538983.687500 Penalty: 824.172424
	Iteration 6F: 3 clusters Score -538983.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -539212.125000 Penalty: 824.172424
	Iteration 7Q: 3 clusters Score -539212.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -539330.437500 Penalty: 824.172424
	Iteration 8Q: 3 clusters Score -539330.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -539398.000000 Penalty: 824.172424
	Iteration 9Q: 3 clusters Score -539398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -539457.000000 Penalty: 824.172424
	Iteration 10Q: 3 clusters Score -539457 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -539521.437500 Penalty: 824.172424
	Iteration 11Q: 3 clusters Score -539521.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -539577.625000 Penalty: 824.172424
	Iteration 12Q: 3 clusters Score -539577.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -539623.750000 Penalty: 824.172424
	Iteration 13Q: 3 clusters Score -539623.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -539657.562500 Penalty: 824.172424
	Iteration 14Q: 3 clusters Score -539657.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -539688.937500 Penalty: 824.172424
	Iteration 15Q: 3 clusters Score -539688.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -539711.562500 Penalty: 824.172424
	Iteration 16Q: 3 clusters Score -539711.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -539735.875000 Penalty: 824.172424
	Iteration 17Q: 3 clusters Score -539735.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -539763.062500 Penalty: 824.172424
	Iteration 18Q: 3 clusters Score -539763.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -539796.750000 Penalty: 824.172424
	Iteration 19Q: 3 clusters Score -539796.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -539823.437500 Penalty: 824.172424
	Iteration 20F: 3 clusters Score -539823.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -539847.687500 Penalty: 824.172424
	Iteration 21Q: 3 clusters Score -539847.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -539868.125000 Penalty: 824.172424
	Iteration 22Q: 3 clusters Score -539868.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -539893.937500 Penalty: 824.172424
	Iteration 23Q: 3 clusters Score -539893.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -539918.812500 Penalty: 824.172424
	Iteration 24Q: 3 clusters Score -539918.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -539945.312500 Penalty: 824.172424
	Iteration 25Q: 3 clusters Score -539945.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -539972.250000 Penalty: 824.172424
	Iteration 26Q: 3 clusters Score -539972.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -539994.125000 Penalty: 824.172424
	Iteration 27Q: 3 clusters Score -539994.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -540012.062500 Penalty: 824.172424
	Iteration 28Q: 3 clusters Score -540012.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -540027.125000 Penalty: 824.172424
	Iteration 29Q: 3 clusters Score -540027.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -540042.375000 Penalty: 824.172424
	Iteration 30Q: 3 clusters Score -540042.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -540059.625000 Penalty: 824.172424
	Iteration 31Q: 3 clusters Score -540059.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -540073.125000 Penalty: 824.172424
	Iteration 32Q: 3 clusters Score -540073.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -540084.250000 Penalty: 824.172424
	Iteration 33Q: 3 clusters Score -540084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -540094.375000 Penalty: 824.172424
	Iteration 34Q: 3 clusters Score -540094.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -540103.375000 Penalty: 824.172424
	Iteration 35Q: 3 clusters Score -540103.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -540113.062500 Penalty: 824.172424
	Iteration 36Q: 3 clusters Score -540113.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -540121.500000 Penalty: 824.172424
	Iteration 37Q: 3 clusters Score -540121.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -540134.000000 Penalty: 824.172424
	Iteration 38Q: 3 clusters Score -540134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -540142.750000 Penalty: 824.172424
	Iteration 39Q: 3 clusters Score -540142.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -540152.000000 Penalty: 824.172424
	Iteration 40F: 3 clusters Score -540152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -540158.250000 Penalty: 824.172424
	Iteration 41Q: 3 clusters Score -540158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -540165.312500 Penalty: 824.172424
	Iteration 42Q: 3 clusters Score -540165.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -540169.562500 Penalty: 824.172424
	Iteration 43Q: 3 clusters Score -540169.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -540175.062500 Penalty: 824.172424
	Iteration 44Q: 3 clusters Score -540175.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -540181.937500 Penalty: 824.172424
	Iteration 45Q: 3 clusters Score -540181.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -540187.125000 Penalty: 824.172424
	Iteration 46Q: 3 clusters Score -540187.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -540192.812500 Penalty: 824.172424
	Iteration 47Q: 3 clusters Score -540192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -540200.687500 Penalty: 824.172424
	Iteration 48Q: 3 clusters Score -540200.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -540209.500000 Penalty: 824.172424
	Iteration 49Q: 3 clusters Score -540209.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -540218.937500 Penalty: 824.172424
	Iteration 50Q: 3 clusters Score -540218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -540225.500000 Penalty: 824.172424
	Iteration 51Q: 3 clusters Score -540225.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -540227.187500 Penalty: 824.172424
	Iteration 52Q: 3 clusters Score -540227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -540228.500000 Penalty: 824.172424
	Iteration 53Q: 3 clusters Score -540228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -540232.000000 Penalty: 824.172424
	Iteration 54Q: 3 clusters Score -540232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -540233.250000 Penalty: 824.172424
	Iteration 55Q: 3 clusters Score -540233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -540236.187500 Penalty: 824.172424
	Iteration 56Q: 3 clusters Score -540236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -540239.437500 Penalty: 824.172424
	Iteration 57Q: 3 clusters Score -540239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -540240.562500 Penalty: 824.172424
	Iteration 58Q: 3 clusters Score -540240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -540240.812500 Penalty: 824.172424
	Iteration 59Q: 3 clusters Score -540240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -540240.750000 Penalty: 824.172424
	Iteration 60F: 3 clusters Score -540240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -7447.350586 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -7447.351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7206.880371 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -7206.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7259.965332 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -7259.965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7270.002441 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -7270.002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7289.540527 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -7289.541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7302.260742 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -7302.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7304.909180 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -7304.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7306.936035 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -7306.936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7306.936035 Penalty: 450.980286
	Iteration 7F: 3 clusters Score -7306.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -13613.897461 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -13613.9 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 103 members 
Entering Unmasked Estep 
Score: -13342.316406 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -13342.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13394.358398 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -13394.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13404.252930 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -13404.25 nChanged 4
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: -13406.224609 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -13406.22 nChanged 1
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: -13406.526367 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -13406.53 nChanged 0
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: -13406.526367 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -13406.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Entering Unmasked Estep 
Score: -3833896.500000 Penalty: 501.629456
	Iteration 0F: 2 clusters Score -3833896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3792629.250000 Penalty: 1003.258911
	Iteration 0F: 3 clusters Score -3792629 nChanged 29801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3810864.750000 Penalty: 1003.258911
	Iteration 1F: 3 clusters Score -3810865 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3811966.000000 Penalty: 1003.258911
	Iteration 2Q: 3 clusters Score -3811966 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3813760.750000 Penalty: 1003.258911
	Iteration 3F: 3 clusters Score -3813761 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3816603.500000 Penalty: 1003.258911
	Iteration 4F: 3 clusters Score -3816604 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -3820297.000000 Penalty: 1003.258911
	Iteration 5F: 3 clusters Score -3820297 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3822808.000000 Penalty: 1003.258911
	Iteration 6F: 3 clusters Score -3822808 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -3823975.750000 Penalty: 1003.258911
	Iteration 7Q: 3 clusters Score -3823976 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3824554.500000 Penalty: 1003.258911
	Iteration 8Q: 3 clusters Score -3824554 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -3825106.500000 Penalty: 1003.258911
	Iteration 9Q: 3 clusters Score -3825106 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3825823.750000 Penalty: 1003.258911
	Iteration 10Q: 3 clusters Score -3825824 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3826746.000000 Penalty: 1003.258911
	Iteration 11Q: 3 clusters Score -3826746 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3827668.250000 Penalty: 1003.258911
	Iteration 12Q: 3 clusters Score -3827668 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3828655.500000 Penalty: 1003.258911
	Iteration 13Q: 3 clusters Score -3828656 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3829626.250000 Penalty: 1003.258911
	Iteration 14Q: 3 clusters Score -3829626 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3830507.000000 Penalty: 1003.258911
	Iteration 15Q: 3 clusters Score -3830507 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3831238.000000 Penalty: 1003.258911
	Iteration 16Q: 3 clusters Score -3831238 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3831714.250000 Penalty: 1003.258911
	Iteration 17Q: 3 clusters Score -3831714 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3831979.000000 Penalty: 1003.258911
	Iteration 18Q: 3 clusters Score -3831979 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3832113.000000 Penalty: 1003.258911
	Iteration 19Q: 3 clusters Score -3832113 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3832221.000000 Penalty: 1003.258911
	Iteration 20F: 3 clusters Score -3832221 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3832294.000000 Penalty: 1003.258911
	Iteration 21Q: 3 clusters Score -3832294 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -3832333.000000 Penalty: 1003.258911
	Iteration 22Q: 3 clusters Score -3832333 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3832351.750000 Penalty: 1003.258911
	Iteration 23Q: 3 clusters Score -3832352 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -3832362.000000 Penalty: 1003.258911
	Iteration 24Q: 3 clusters Score -3832362 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -3832374.500000 Penalty: 1003.258911
	Iteration 25Q: 3 clusters Score -3832374 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3832394.500000 Penalty: 1003.258911
	Iteration 26Q: 3 clusters Score -3832394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3832396.250000 Penalty: 1003.258911
	Iteration 27Q: 3 clusters Score -3832396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3832398.250000 Penalty: 1003.258911
	Iteration 28Q: 3 clusters Score -3832398 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3832395.250000 Penalty: 1003.258911
	Iteration 29Q: 3 clusters Score -3832395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3832398.500000 Penalty: 1003.258911
	Iteration 30Q: 3 clusters Score -3832398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -3832403.500000 Penalty: 1003.258911
	Iteration 31Q: 3 clusters Score -3832404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3832418.250000 Penalty: 1003.258911
	Iteration 32Q: 3 clusters Score -3832418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -3832414.750000 Penalty: 1003.258911
	Iteration 33Q: 3 clusters Score -3832415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3832420.750000 Penalty: 1003.258911
	Iteration 34Q: 3 clusters Score -3832421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -3832420.750000 Penalty: 1003.258911
	Iteration 35Q: 3 clusters Score -3832421 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3832420.500000 Penalty: 1003.258911
	Iteration 36Q: 3 clusters Score -3832420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -3832423.500000 Penalty: 1003.258911
	Iteration 37Q: 3 clusters Score -3832424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -3832425.000000 Penalty: 1003.258911
	Iteration 38Q: 3 clusters Score -3832425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3832419.500000 Penalty: 1003.258911
	Iteration 39Q: 3 clusters Score -3832420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3832430.750000 Penalty: 1003.258911
	Iteration 40F: 3 clusters Score -3832431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -3832428.500000 Penalty: 1003.258911
	Iteration 41Q: 3 clusters Score -3832428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3832423.750000 Penalty: 1003.258911
	Iteration 42Q: 3 clusters Score -3832424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3832430.750000 Penalty: 1003.258911
	Iteration 43Q: 3 clusters Score -3832431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -3832421.750000 Penalty: 1003.258911
	Iteration 44Q: 3 clusters Score -3832422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -3832422.500000 Penalty: 1003.258911
	Iteration 45Q: 3 clusters Score -3832422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -3832420.250000 Penalty: 1003.258911
	Iteration 46Q: 3 clusters Score -3832420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -3832421.500000 Penalty: 1003.258911
	Iteration 47Q: 3 clusters Score -3832422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -3832429.250000 Penalty: 1003.258911
	Iteration 48Q: 3 clusters Score -3832429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -3832431.750000 Penalty: 1003.258911
	Iteration 49Q: 3 clusters Score -3832432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3832432.250000 Penalty: 1003.258911
	Iteration 50Q: 3 clusters Score -3832432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3832435.750000 Penalty: 1003.258911
	Iteration 51Q: 3 clusters Score -3832436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3832436.250000 Penalty: 1003.258911
	Iteration 52Q: 3 clusters Score -3832436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -3832429.500000 Penalty: 1003.258911
	Iteration 53Q: 3 clusters Score -3832430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -3832430.750000 Penalty: 1003.258911
	Iteration 54Q: 3 clusters Score -3832431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3832429.000000 Penalty: 1003.258911
	Iteration 55Q: 3 clusters Score -3832429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3832421.500000 Penalty: 1003.258911
	Iteration 56Q: 3 clusters Score -3832422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -3832418.500000 Penalty: 1003.258911
	Iteration 57Q: 3 clusters Score -3832418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3832427.250000 Penalty: 1003.258911
	Iteration 58Q: 3 clusters Score -3832427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3832428.500000 Penalty: 1003.258911
	Iteration 59Q: 3 clusters Score -3832428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -3832431.750000 Penalty: 1003.258911
	Iteration 60F: 3 clusters Score -3832432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -3832435.250000 Penalty: 1003.258911
	Iteration 61Q: 3 clusters Score -3832435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -3832440.250000 Penalty: 1003.258911
	Iteration 62Q: 3 clusters Score -3832440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -3832434.750000 Penalty: 1003.258911
	Iteration 63Q: 3 clusters Score -3832435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -3832432.500000 Penalty: 1003.258911
	Iteration 64Q: 3 clusters Score -3832432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -3832439.750000 Penalty: 1003.258911
	Iteration 65Q: 3 clusters Score -3832440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3832435.750000 Penalty: 1003.258911
	Iteration 66Q: 3 clusters Score -3832436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3832438.750000 Penalty: 1003.258911
	Iteration 67Q: 3 clusters Score -3832439 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -3832453.500000 Penalty: 1003.258911
	Iteration 68Q: 3 clusters Score -3832454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -3832450.750000 Penalty: 1003.258911
	Iteration 69Q: 3 clusters Score -3832451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -3832451.250000 Penalty: 1003.258911
	Iteration 70Q: 3 clusters Score -3832451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -3832451.750000 Penalty: 1003.258911
	Iteration 71Q: 3 clusters Score -3832452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3832461.000000 Penalty: 1003.258911
	Iteration 72Q: 3 clusters Score -3832461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -3832464.750000 Penalty: 1003.258911
	Iteration 73Q: 3 clusters Score -3832465 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -3832458.250000 Penalty: 1003.258911
	Iteration 74Q: 3 clusters Score -3832458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3832455.500000 Penalty: 1003.258911
	Iteration 75Q: 3 clusters Score -3832456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3832454.250000 Penalty: 1003.258911
	Iteration 76Q: 3 clusters Score -3832454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -3832452.500000 Penalty: 1003.258911
	Iteration 77Q: 3 clusters Score -3832452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -3832456.750000 Penalty: 1003.258911
	Iteration 78Q: 3 clusters Score -3832457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3832454.000000 Penalty: 1003.258911
	Iteration 79Q: 3 clusters Score -3832454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3832456.500000 Penalty: 1003.258911
	Iteration 80F: 3 clusters Score -3832456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -3832454.750000 Penalty: 1003.258911
	Iteration 81Q: 3 clusters Score -3832455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3832450.000000 Penalty: 1003.258911
	Iteration 82Q: 3 clusters Score -3832450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3832451.000000 Penalty: 1003.258911
	Iteration 83Q: 3 clusters Score -3832451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3832451.750000 Penalty: 1003.258911
	Iteration 84Q: 3 clusters Score -3832452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3832449.250000 Penalty: 1003.258911
	Iteration 85Q: 3 clusters Score -3832449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -3832452.750000 Penalty: 1003.258911
	Iteration 86Q: 3 clusters Score -3832453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3832449.000000 Penalty: 1003.258911
	Iteration 87Q: 3 clusters Score -3832449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -3832452.750000 Penalty: 1003.258911
	Iteration 88Q: 3 clusters Score -3832453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -3832447.000000 Penalty: 1003.258911
	Iteration 89Q: 3 clusters Score -3832447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -3832448.500000 Penalty: 1003.258911
	Iteration 90Q: 3 clusters Score -3832448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -3832448.500000 Penalty: 1003.258911
	Iteration 91Q: 3 clusters Score -3832448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3832442.500000 Penalty: 1003.258911
	Iteration 92Q: 3 clusters Score -3832442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -3832445.500000 Penalty: 1003.258911
	Iteration 93Q: 3 clusters Score -3832446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3832444.750000 Penalty: 1003.258911
	Iteration 94Q: 3 clusters Score -3832445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3832442.000000 Penalty: 1003.258911
	Iteration 95Q: 3 clusters Score -3832442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -3832447.500000 Penalty: 1003.258911
	Iteration 96Q: 3 clusters Score -3832448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -3832448.500000 Penalty: 1003.258911
	Iteration 97Q: 3 clusters Score -3832448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -3832451.250000 Penalty: 1003.258911
	Iteration 98Q: 3 clusters Score -3832451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -3832451.000000 Penalty: 1003.258911
	Iteration 99Q: 3 clusters Score -3832451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -3832451.250000 Penalty: 1003.258911
	Iteration 100F: 3 clusters Score -3832451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -3832456.750000 Penalty: 1003.258911
	Iteration 101Q: 3 clusters Score -3832457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -3832465.000000 Penalty: 1003.258911
	Iteration 102Q: 3 clusters Score -3832465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -3832461.250000 Penalty: 1003.258911
	Iteration 103Q: 3 clusters Score -3832461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3832456.250000 Penalty: 1003.258911
	Iteration 104Q: 3 clusters Score -3832456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -3832458.250000 Penalty: 1003.258911
	Iteration 105Q: 3 clusters Score -3832458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3832464.500000 Penalty: 1003.258911
	Iteration 106Q: 3 clusters Score -3832464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -3832458.250000 Penalty: 1003.258911
	Iteration 107Q: 3 clusters Score -3832458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -3832458.250000 Penalty: 1003.258911
	Iteration 108Q: 3 clusters Score -3832458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -3832465.750000 Penalty: 1003.258911
	Iteration 109Q: 3 clusters Score -3832466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -3832468.500000 Penalty: 1003.258911
	Iteration 110Q: 3 clusters Score -3832468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -3832466.000000 Penalty: 1003.258911
	Iteration 111Q: 3 clusters Score -3832466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3832467.000000 Penalty: 1003.258911
	Iteration 112Q: 3 clusters Score -3832467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3832473.000000 Penalty: 1003.258911
	Iteration 113Q: 3 clusters Score -3832473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -3832471.750000 Penalty: 1003.258911
	Iteration 114Q: 3 clusters Score -3832472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3832470.000000 Penalty: 1003.258911
	Iteration 115Q: 3 clusters Score -3832470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -3832458.750000 Penalty: 1003.258911
	Iteration 116Q: 3 clusters Score -3832459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -3832460.750000 Penalty: 1003.258911
	Iteration 117Q: 3 clusters Score -3832461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -3832465.750000 Penalty: 1003.258911
	Iteration 118Q: 3 clusters Score -3832466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -3832468.500000 Penalty: 1003.258911
	Iteration 119Q: 3 clusters Score -3832468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3832465.000000 Penalty: 1003.258911
	Iteration 120F: 3 clusters Score -3832465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3832462.250000 Penalty: 1003.258911
	Iteration 121Q: 3 clusters Score -3832462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3832462.250000 Penalty: 1003.258911
	Iteration 122Q: 3 clusters Score -3832462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -3832462.750000 Penalty: 1003.258911
	Iteration 123Q: 3 clusters Score -3832463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3832468.000000 Penalty: 1003.258911
	Iteration 124Q: 3 clusters Score -3832468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -3832467.750000 Penalty: 1003.258911
	Iteration 125Q: 3 clusters Score -3832468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -3832469.250000 Penalty: 1003.258911
	Iteration 126Q: 3 clusters Score -3832469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -3832469.750000 Penalty: 1003.258911
	Iteration 127Q: 3 clusters Score -3832470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -3832470.500000 Penalty: 1003.258911
	Iteration 128Q: 3 clusters Score -3832470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3832469.750000 Penalty: 1003.258911
	Iteration 129Q: 3 clusters Score -3832470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3832468.750000 Penalty: 1003.258911
	Iteration 130Q: 3 clusters Score -3832469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -3832470.000000 Penalty: 1003.258911
	Iteration 131Q: 3 clusters Score -3832470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -3832468.750000 Penalty: 1003.258911
	Iteration 132Q: 3 clusters Score -3832469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -3832469.250000 Penalty: 1003.258911
	Iteration 133Q: 3 clusters Score -3832469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -3832472.000000 Penalty: 1003.258911
	Iteration 134Q: 3 clusters Score -3832472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -3832472.000000 Penalty: 1003.258911
	Iteration 135F: 3 clusters Score -3832472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -331859.562500 Penalty: 390.559692
	Iteration 0F: 2 clusters Score -331859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328281.406250 Penalty: 781.119385
	Iteration 0F: 3 clusters Score -328281.4 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -329785.000000 Penalty: 781.119385
	Iteration 1F: 3 clusters Score -329785 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -330103.343750 Penalty: 781.119385
	Iteration 2F: 3 clusters Score -330103.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -330460.843750 Penalty: 781.119385
	Iteration 3F: 3 clusters Score -330460.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -330793.625000 Penalty: 781.119385
	Iteration 4F: 3 clusters Score -330793.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -331008.781250 Penalty: 781.119385
	Iteration 5F: 3 clusters Score -331008.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -331153.312500 Penalty: 781.119385
	Iteration 6Q: 3 clusters Score -331153.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -331261.531250 Penalty: 781.119385
	Iteration 7Q: 3 clusters Score -331261.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -331338.531250 Penalty: 781.119385
	Iteration 8Q: 3 clusters Score -331338.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -331417.812500 Penalty: 781.119385
	Iteration 9Q: 3 clusters Score -331417.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -331501.968750 Penalty: 781.119385
	Iteration 10Q: 3 clusters Score -331502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -331580.281250 Penalty: 781.119385
	Iteration 11Q: 3 clusters Score -331580.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -331635.687500 Penalty: 781.119385
	Iteration 12Q: 3 clusters Score -331635.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -331693.656250 Penalty: 781.119385
	Iteration 13Q: 3 clusters Score -331693.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -331746.281250 Penalty: 781.119385
	Iteration 14Q: 3 clusters Score -331746.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -331779.843750 Penalty: 781.119385
	Iteration 15Q: 3 clusters Score -331779.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -331793.062500 Penalty: 781.119385
	Iteration 16Q: 3 clusters Score -331793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -331795.468750 Penalty: 781.119385
	Iteration 17Q: 3 clusters Score -331795.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -331798.625000 Penalty: 781.119385
	Iteration 18Q: 3 clusters Score -331798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -331799.718750 Penalty: 781.119385
	Iteration 19Q: 3 clusters Score -331799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -331801.968750 Penalty: 781.119385
	Iteration 20F: 3 clusters Score -331802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -331802.562500 Penalty: 781.119385
	Iteration 21Q: 3 clusters Score -331802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -331803.718750 Penalty: 781.119385
	Iteration 22Q: 3 clusters Score -331803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -331805.312500 Penalty: 781.119385
	Iteration 23Q: 3 clusters Score -331805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -331806.812500 Penalty: 781.119385
	Iteration 24Q: 3 clusters Score -331806.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -331808.093750 Penalty: 781.119385
	Iteration 25Q: 3 clusters Score -331808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -331808.906250 Penalty: 781.119385
	Iteration 26Q: 3 clusters Score -331808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -331809.593750 Penalty: 781.119385
	Iteration 27Q: 3 clusters Score -331809.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -331810.187500 Penalty: 781.119385
	Iteration 28Q: 3 clusters Score -331810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -331810.250000 Penalty: 781.119385
	Iteration 29Q: 3 clusters Score -331810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -331810.906250 Penalty: 781.119385
	Iteration 30Q: 3 clusters Score -331810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -331811.343750 Penalty: 781.119385
	Iteration 31Q: 3 clusters Score -331811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -331811.531250 Penalty: 781.119385
	Iteration 32Q: 3 clusters Score -331811.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -331813.093750 Penalty: 781.119385
	Iteration 33Q: 3 clusters Score -331813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -331814.468750 Penalty: 781.119385
	Iteration 34Q: 3 clusters Score -331814.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -331815.937500 Penalty: 781.119385
	Iteration 35Q: 3 clusters Score -331815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -331816.625000 Penalty: 781.119385
	Iteration 36Q: 3 clusters Score -331816.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -331817.750000 Penalty: 781.119385
	Iteration 37Q: 3 clusters Score -331817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -331818.718750 Penalty: 781.119385
	Iteration 38Q: 3 clusters Score -331818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -331819.562500 Penalty: 781.119385
	Iteration 39Q: 3 clusters Score -331819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -331820.187500 Penalty: 781.119385
	Iteration 40F: 3 clusters Score -331820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -331820.968750 Penalty: 781.119385
	Iteration 41Q: 3 clusters Score -331821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -331822.218750 Penalty: 781.119385
	Iteration 42Q: 3 clusters Score -331822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -331824.500000 Penalty: 781.119385
	Iteration 43Q: 3 clusters Score -331824.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -331825.718750 Penalty: 781.119385
	Iteration 44Q: 3 clusters Score -331825.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -331827.656250 Penalty: 781.119385
	Iteration 45Q: 3 clusters Score -331827.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -331828.250000 Penalty: 781.119385
	Iteration 46Q: 3 clusters Score -331828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -331828.562500 Penalty: 781.119385
	Iteration 47Q: 3 clusters Score -331828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -331829.687500 Penalty: 781.119385
	Iteration 48Q: 3 clusters Score -331829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -331829.500000 Penalty: 781.119385
	Iteration 49Q: 3 clusters Score -331829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -331829.656250 Penalty: 781.119385
	Iteration 50Q: 3 clusters Score -331829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -331829.812500 Penalty: 781.119385
	Iteration 51Q: 3 clusters Score -331829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -331829.593750 Penalty: 781.119385
	Iteration 52Q: 3 clusters Score -331829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -331830.500000 Penalty: 781.119385
	Iteration 53Q: 3 clusters Score -331830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -331830.562500 Penalty: 781.119385
	Iteration 54Q: 3 clusters Score -331830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -331830.312500 Penalty: 781.119385
	Iteration 55Q: 3 clusters Score -331830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -331832.312500 Penalty: 781.119385
	Iteration 56Q: 3 clusters Score -331832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -331832.906250 Penalty: 781.119385
	Iteration 57Q: 3 clusters Score -331832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -331832.125000 Penalty: 781.119385
	Iteration 58Q: 3 clusters Score -331832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -331833.937500 Penalty: 781.119385
	Iteration 59Q: 3 clusters Score -331833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -331834.250000 Penalty: 781.119385
	Iteration 60F: 3 clusters Score -331834.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -331835.250000 Penalty: 781.119385
	Iteration 61Q: 3 clusters Score -331835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -331836.500000 Penalty: 781.119385
	Iteration 62Q: 3 clusters Score -331836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -331836.531250 Penalty: 781.119385
	Iteration 63Q: 3 clusters Score -331836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -331836.750000 Penalty: 781.119385
	Iteration 64Q: 3 clusters Score -331836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -331836.593750 Penalty: 781.119385
	Iteration 65Q: 3 clusters Score -331836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -331837.062500 Penalty: 781.119385
	Iteration 66Q: 3 clusters Score -331837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -331837.343750 Penalty: 781.119385
	Iteration 67Q: 3 clusters Score -331837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -331837.343750 Penalty: 781.119385
	Iteration 68F: 3 clusters Score -331837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Entering Unmasked Estep 
Score: -5055048.000000 Penalty: 514.394409
	Iteration 0F: 2 clusters Score -5055048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -5000810.500000 Penalty: 1028.788818
	Iteration 0F: 3 clusters Score -5000810 nChanged 39432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5023926.500000 Penalty: 1028.788818
	Iteration 1F: 3 clusters Score -5023926 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5024579.000000 Penalty: 1028.788818
	Iteration 2Q: 3 clusters Score -5024579 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5025328.000000 Penalty: 1028.788818
	Iteration 3Q: 3 clusters Score -5025328 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -5026164.000000 Penalty: 1028.788818
	Iteration 4Q: 3 clusters Score -5026164 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5027143.000000 Penalty: 1028.788818
	Iteration 5Q: 3 clusters Score -5027143 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -5028523.500000 Penalty: 1028.788818
	Iteration 6Q: 3 clusters Score -5028524 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -5030701.500000 Penalty: 1028.788818
	Iteration 7Q: 3 clusters Score -5030702 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5033994.500000 Penalty: 1028.788818
	Iteration 8F: 3 clusters Score -5033994 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -5038300.000000 Penalty: 1028.788818
	Iteration 9F: 3 clusters Score -5038300 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -5041553.000000 Penalty: 1028.788818
	Iteration 10F: 3 clusters Score -5041553 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -5042875.500000 Penalty: 1028.788818
	Iteration 11Q: 3 clusters Score -5042876 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -5043191.000000 Penalty: 1028.788818
	Iteration 12Q: 3 clusters Score -5043191 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5043368.500000 Penalty: 1028.788818
	Iteration 13Q: 3 clusters Score -5043368 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -5043449.000000 Penalty: 1028.788818
	Iteration 14Q: 3 clusters Score -5043449 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -5043568.000000 Penalty: 1028.788818
	Iteration 15Q: 3 clusters Score -5043568 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -5043664.000000 Penalty: 1028.788818
	Iteration 16Q: 3 clusters Score -5043664 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -5043793.500000 Penalty: 1028.788818
	Iteration 17Q: 3 clusters Score -5043794 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -5043885.500000 Penalty: 1028.788818
	Iteration 18Q: 3 clusters Score -5043886 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -5044004.000000 Penalty: 1028.788818
	Iteration 19Q: 3 clusters Score -5044004 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -5044092.000000 Penalty: 1028.788818
	Iteration 20F: 3 clusters Score -5044092 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -5044182.000000 Penalty: 1028.788818
	Iteration 21Q: 3 clusters Score -5044182 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -5044300.000000 Penalty: 1028.788818
	Iteration 22Q: 3 clusters Score -5044300 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -5044359.500000 Penalty: 1028.788818
	Iteration 23Q: 3 clusters Score -5044360 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -5044447.500000 Penalty: 1028.788818
	Iteration 24Q: 3 clusters Score -5044448 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -5044547.000000 Penalty: 1028.788818
	Iteration 25Q: 3 clusters Score -5044547 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -5044690.500000 Penalty: 1028.788818
	Iteration 26Q: 3 clusters Score -5044690 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -5044802.000000 Penalty: 1028.788818
	Iteration 27Q: 3 clusters Score -5044802 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -5044963.000000 Penalty: 1028.788818
	Iteration 28Q: 3 clusters Score -5044963 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -5045092.500000 Penalty: 1028.788818
	Iteration 29Q: 3 clusters Score -5045092 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -5045219.500000 Penalty: 1028.788818
	Iteration 30Q: 3 clusters Score -5045220 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -5045341.500000 Penalty: 1028.788818
	Iteration 31Q: 3 clusters Score -5045342 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -5045417.000000 Penalty: 1028.788818
	Iteration 32Q: 3 clusters Score -5045417 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -5045554.500000 Penalty: 1028.788818
	Iteration 33Q: 3 clusters Score -5045554 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -5045654.500000 Penalty: 1028.788818
	Iteration 34Q: 3 clusters Score -5045654 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -5045801.500000 Penalty: 1028.788818
	Iteration 35Q: 3 clusters Score -5045802 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -5045931.000000 Penalty: 1028.788818
	Iteration 36Q: 3 clusters Score -5045931 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -5046086.000000 Penalty: 1028.788818
	Iteration 37Q: 3 clusters Score -5046086 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -5046222.500000 Penalty: 1028.788818
	Iteration 38Q: 3 clusters Score -5046222 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -5046324.500000 Penalty: 1028.788818
	Iteration 39Q: 3 clusters Score -5046324 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -5046453.500000 Penalty: 1028.788818
	Iteration 40F: 3 clusters Score -5046454 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -5046584.000000 Penalty: 1028.788818
	Iteration 41Q: 3 clusters Score -5046584 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -5046683.500000 Penalty: 1028.788818
	Iteration 42Q: 3 clusters Score -5046684 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -5046807.000000 Penalty: 1028.788818
	Iteration 43Q: 3 clusters Score -5046807 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -5046900.500000 Penalty: 1028.788818
	Iteration 44Q: 3 clusters Score -5046900 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -5046965.000000 Penalty: 1028.788818
	Iteration 45Q: 3 clusters Score -5046965 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -5047051.500000 Penalty: 1028.788818
	Iteration 46Q: 3 clusters Score -5047052 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -5047085.000000 Penalty: 1028.788818
	Iteration 47Q: 3 clusters Score -5047085 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -5047145.500000 Penalty: 1028.788818
	Iteration 48Q: 3 clusters Score -5047146 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -5047222.500000 Penalty: 1028.788818
	Iteration 49Q: 3 clusters Score -5047222 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -5047275.500000 Penalty: 1028.788818
	Iteration 50Q: 3 clusters Score -5047276 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -5047300.500000 Penalty: 1028.788818
	Iteration 51Q: 3 clusters Score -5047300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -5047342.500000 Penalty: 1028.788818
	Iteration 52Q: 3 clusters Score -5047342 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -5047381.500000 Penalty: 1028.788818
	Iteration 53Q: 3 clusters Score -5047382 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -5047431.000000 Penalty: 1028.788818
	Iteration 54Q: 3 clusters Score -5047431 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -5047467.000000 Penalty: 1028.788818
	Iteration 55Q: 3 clusters Score -5047467 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -5047503.000000 Penalty: 1028.788818
	Iteration 56Q: 3 clusters Score -5047503 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -5047533.000000 Penalty: 1028.788818
	Iteration 57Q: 3 clusters Score -5047533 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -5047559.000000 Penalty: 1028.788818
	Iteration 58Q: 3 clusters Score -5047559 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -5047599.000000 Penalty: 1028.788818
	Iteration 59Q: 3 clusters Score -5047599 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -5047669.000000 Penalty: 1028.788818
	Iteration 60F: 3 clusters Score -5047669 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -5047715.000000 Penalty: 1028.788818
	Iteration 61Q: 3 clusters Score -5047715 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -5047753.000000 Penalty: 1028.788818
	Iteration 62Q: 3 clusters Score -5047753 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -5047784.000000 Penalty: 1028.788818
	Iteration 63Q: 3 clusters Score -5047784 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -5047844.500000 Penalty: 1028.788818
	Iteration 64Q: 3 clusters Score -5047844 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -5047898.500000 Penalty: 1028.788818
	Iteration 65Q: 3 clusters Score -5047898 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -5047949.000000 Penalty: 1028.788818
	Iteration 66Q: 3 clusters Score -5047949 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -5048002.500000 Penalty: 1028.788818
	Iteration 67Q: 3 clusters Score -5048002 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -5048061.000000 Penalty: 1028.788818
	Iteration 68Q: 3 clusters Score -5048061 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -5048133.000000 Penalty: 1028.788818
	Iteration 69Q: 3 clusters Score -5048133 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -5048201.000000 Penalty: 1028.788818
	Iteration 70Q: 3 clusters Score -5048201 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -5048277.500000 Penalty: 1028.788818
	Iteration 71Q: 3 clusters Score -5048278 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -5048376.500000 Penalty: 1028.788818
	Iteration 72Q: 3 clusters Score -5048376 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -5048475.500000 Penalty: 1028.788818
	Iteration 73Q: 3 clusters Score -5048476 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -5048612.500000 Penalty: 1028.788818
	Iteration 74Q: 3 clusters Score -5048612 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -5048706.500000 Penalty: 1028.788818
	Iteration 75Q: 3 clusters Score -5048706 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -5048832.000000 Penalty: 1028.788818
	Iteration 76Q: 3 clusters Score -5048832 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -5048922.000000 Penalty: 1028.788818
	Iteration 77Q: 3 clusters Score -5048922 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -5049019.500000 Penalty: 1028.788818
	Iteration 78Q: 3 clusters Score -5049020 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -5049150.000000 Penalty: 1028.788818
	Iteration 79Q: 3 clusters Score -5049150 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -5049268.000000 Penalty: 1028.788818
	Iteration 80F: 3 clusters Score -5049268 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -5049396.500000 Penalty: 1028.788818
	Iteration 81Q: 3 clusters Score -5049396 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -5049562.000000 Penalty: 1028.788818
	Iteration 82Q: 3 clusters Score -5049562 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -5049674.500000 Penalty: 1028.788818
	Iteration 83Q: 3 clusters Score -5049674 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -5049816.000000 Penalty: 1028.788818
	Iteration 84Q: 3 clusters Score -5049816 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -5049999.000000 Penalty: 1028.788818
	Iteration 85Q: 3 clusters Score -5049999 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -5050237.500000 Penalty: 1028.788818
	Iteration 86Q: 3 clusters Score -5050238 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -5050471.500000 Penalty: 1028.788818
	Iteration 87Q: 3 clusters Score -5050472 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -5050659.000000 Penalty: 1028.788818
	Iteration 88Q: 3 clusters Score -5050659 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -5050879.500000 Penalty: 1028.788818
	Iteration 89Q: 3 clusters Score -5050880 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -5051116.000000 Penalty: 1028.788818
	Iteration 90Q: 3 clusters Score -5051116 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -5051368.500000 Penalty: 1028.788818
	Iteration 91Q: 3 clusters Score -5051368 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -5051630.500000 Penalty: 1028.788818
	Iteration 92Q: 3 clusters Score -5051630 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -5051911.500000 Penalty: 1028.788818
	Iteration 93Q: 3 clusters Score -5051912 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -5052229.000000 Penalty: 1028.788818
	Iteration 94Q: 3 clusters Score -5052229 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -5052594.000000 Penalty: 1028.788818
	Iteration 95Q: 3 clusters Score -5052594 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -5052968.500000 Penalty: 1028.788818
	Iteration 96Q: 3 clusters Score -5052968 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -5053322.000000 Penalty: 1028.788818
	Iteration 97Q: 3 clusters Score -5053322 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -5053601.000000 Penalty: 1028.788818
	Iteration 98Q: 3 clusters Score -5053601 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -5053836.500000 Penalty: 1028.788818
	Iteration 99Q: 3 clusters Score -5053836 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -5054038.000000 Penalty: 1028.788818
	Iteration 100F: 3 clusters Score -5054038 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -5054209.000000 Penalty: 1028.788818
	Iteration 101Q: 3 clusters Score -5054209 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -5054339.000000 Penalty: 1028.788818
	Iteration 102Q: 3 clusters Score -5054339 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -5054451.000000 Penalty: 1028.788818
	Iteration 103Q: 3 clusters Score -5054451 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -5054541.500000 Penalty: 1028.788818
	Iteration 104Q: 3 clusters Score -5054542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -5054616.500000 Penalty: 1028.788818
	Iteration 105Q: 3 clusters Score -5054616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -5054666.500000 Penalty: 1028.788818
	Iteration 106Q: 3 clusters Score -5054666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -5054702.000000 Penalty: 1028.788818
	Iteration 107Q: 3 clusters Score -5054702 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -5054737.500000 Penalty: 1028.788818
	Iteration 108Q: 3 clusters Score -5054738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -5054749.500000 Penalty: 1028.788818
	Iteration 109Q: 3 clusters Score -5054750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -5054772.000000 Penalty: 1028.788818
	Iteration 110Q: 3 clusters Score -5054772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -5054769.500000 Penalty: 1028.788818
	Iteration 111Q: 3 clusters Score -5054770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -5054773.500000 Penalty: 1028.788818
	Iteration 112Q: 3 clusters Score -5054774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -5054779.000000 Penalty: 1028.788818
	Iteration 113Q: 3 clusters Score -5054779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -5054783.000000 Penalty: 1028.788818
	Iteration 114Q: 3 clusters Score -5054783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -5054781.500000 Penalty: 1028.788818
	Iteration 115Q: 3 clusters Score -5054782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -5054788.500000 Penalty: 1028.788818
	Iteration 116Q: 3 clusters Score -5054788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -5054785.000000 Penalty: 1028.788818
	Iteration 117Q: 3 clusters Score -5054785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -5054788.500000 Penalty: 1028.788818
	Iteration 118Q: 3 clusters Score -5054788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -5054784.000000 Penalty: 1028.788818
	Iteration 119Q: 3 clusters Score -5054784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -5054783.000000 Penalty: 1028.788818
	Iteration 120F: 3 clusters Score -5054783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -5054788.500000 Penalty: 1028.788818
	Iteration 121Q: 3 clusters Score -5054788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -5054789.500000 Penalty: 1028.788818
	Iteration 122Q: 3 clusters Score -5054790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -5054790.000000 Penalty: 1028.788818
	Iteration 123Q: 3 clusters Score -5054790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -5054788.500000 Penalty: 1028.788818
	Iteration 124Q: 3 clusters Score -5054788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -5054788.000000 Penalty: 1028.788818
	Iteration 125Q: 3 clusters Score -5054788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -5054790.500000 Penalty: 1028.788818
	Iteration 126Q: 3 clusters Score -5054790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -5054790.500000 Penalty: 1028.788818
	Iteration 127F: 3 clusters Score -5054790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Entering Unmasked Estep 
Score: -1822726.250000 Penalty: 468.190704
	Iteration 0F: 2 clusters Score -1822726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1802882.000000 Penalty: 936.381409
	Iteration 0F: 3 clusters Score -1802882 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1811032.875000 Penalty: 936.381409
	Iteration 1F: 3 clusters Score -1811033 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1811353.125000 Penalty: 936.381409
	Iteration 2Q: 3 clusters Score -1811353 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1811862.375000 Penalty: 936.381409
	Iteration 3Q: 3 clusters Score -1811862 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1812695.500000 Penalty: 936.381409
	Iteration 4F: 3 clusters Score -1812696 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1814057.500000 Penalty: 936.381409
	Iteration 5F: 3 clusters Score -1814058 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -1816072.750000 Penalty: 936.381409
	Iteration 6F: 3 clusters Score -1816073 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -1818097.750000 Penalty: 936.381409
	Iteration 7F: 3 clusters Score -1818098 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1819670.500000 Penalty: 936.381409
	Iteration 8F: 3 clusters Score -1819670 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -1820560.125000 Penalty: 936.381409
	Iteration 9Q: 3 clusters Score -1820560 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -1821120.500000 Penalty: 936.381409
	Iteration 10Q: 3 clusters Score -1821120 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -1821530.625000 Penalty: 936.381409
	Iteration 11Q: 3 clusters Score -1821531 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -1821800.500000 Penalty: 936.381409
	Iteration 12Q: 3 clusters Score -1821800 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -1821986.750000 Penalty: 936.381409
	Iteration 13Q: 3 clusters Score -1821987 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -1822113.000000 Penalty: 936.381409
	Iteration 14Q: 3 clusters Score -1822113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -1822184.500000 Penalty: 936.381409
	Iteration 15Q: 3 clusters Score -1822184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -1822233.375000 Penalty: 936.381409
	Iteration 16Q: 3 clusters Score -1822233 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -1822274.875000 Penalty: 936.381409
	Iteration 17Q: 3 clusters Score -1822275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -1822307.625000 Penalty: 936.381409
	Iteration 18Q: 3 clusters Score -1822308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -1822329.000000 Penalty: 936.381409
	Iteration 19Q: 3 clusters Score -1822329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -1822336.250000 Penalty: 936.381409
	Iteration 20F: 3 clusters Score -1822336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -1822341.625000 Penalty: 936.381409
	Iteration 21Q: 3 clusters Score -1822342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -1822346.250000 Penalty: 936.381409
	Iteration 22Q: 3 clusters Score -1822346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -1822348.250000 Penalty: 936.381409
	Iteration 23Q: 3 clusters Score -1822348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -1822350.750000 Penalty: 936.381409
	Iteration 24Q: 3 clusters Score -1822351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -1822354.000000 Penalty: 936.381409
	Iteration 25Q: 3 clusters Score -1822354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -1822358.125000 Penalty: 936.381409
	Iteration 26Q: 3 clusters Score -1822358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -1822362.125000 Penalty: 936.381409
	Iteration 27Q: 3 clusters Score -1822362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -1822363.500000 Penalty: 936.381409
	Iteration 28Q: 3 clusters Score -1822364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -1822364.125000 Penalty: 936.381409
	Iteration 29Q: 3 clusters Score -1822364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -1822365.500000 Penalty: 936.381409
	Iteration 30Q: 3 clusters Score -1822366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -1822366.750000 Penalty: 936.381409
	Iteration 31Q: 3 clusters Score -1822367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -1822366.750000 Penalty: 936.381409
	Iteration 32F: 3 clusters Score -1822367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7898.053711 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7898.054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7677.952148 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7677.952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7715.137695 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7715.138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7723.847656 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -7723.848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7730.092285 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7730.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7734.221191 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7734.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7735.722656 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7735.723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7737.854492 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7737.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7738.854004 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -7738.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7738.854004 Penalty: 443.642975
	Iteration 8F: 3 clusters Score -7738.854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -41044.593750 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -41044.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40463.281250 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -40463.28 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40668.238281 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -40668.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40740.003906 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -40740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40779.835938 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -40779.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40802.410156 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -40802.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40816.296875 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -40816.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40831.300781 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -40831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40839.207031 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -40839.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40844.718750 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -40844.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40846.964844 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -40846.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40848.238281 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -40848.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40849.519531 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -40849.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40852.250000 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -40852.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40854.875000 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -40854.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40856.449219 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -40856.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40858.027344 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -40858.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40858.757812 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -40858.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40859.214844 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -40859.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40859.656250 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -40859.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40859.835938 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -40859.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40859.835938 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -40859.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -303745.375000 Penalty: 387.831604
	Iteration 0F: 2 clusters Score -303745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -300299.812500 Penalty: 775.663208
	Iteration 0F: 3 clusters Score -300299.8 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -301791.500000 Penalty: 775.663208
	Iteration 1F: 3 clusters Score -301791.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -302156.250000 Penalty: 775.663208
	Iteration 2F: 3 clusters Score -302156.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -302493.187500 Penalty: 775.663208
	Iteration 3F: 3 clusters Score -302493.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -302702.968750 Penalty: 775.663208
	Iteration 4F: 3 clusters Score -302703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -302812.187500 Penalty: 775.663208
	Iteration 5Q: 3 clusters Score -302812.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -302852.687500 Penalty: 775.663208
	Iteration 6Q: 3 clusters Score -302852.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -302869.093750 Penalty: 775.663208
	Iteration 7Q: 3 clusters Score -302869.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -302876.500000 Penalty: 775.663208
	Iteration 8Q: 3 clusters Score -302876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -302884.281250 Penalty: 775.663208
	Iteration 9Q: 3 clusters Score -302884.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -302890.343750 Penalty: 775.663208
	Iteration 10Q: 3 clusters Score -302890.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -302891.781250 Penalty: 775.663208
	Iteration 11Q: 3 clusters Score -302891.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -302894.281250 Penalty: 775.663208
	Iteration 12Q: 3 clusters Score -302894.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -302895.937500 Penalty: 775.663208
	Iteration 13Q: 3 clusters Score -302895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -302897.343750 Penalty: 775.663208
	Iteration 14Q: 3 clusters Score -302897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -302897.375000 Penalty: 775.663208
	Iteration 15Q: 3 clusters Score -302897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -302897.843750 Penalty: 775.663208
	Iteration 16Q: 3 clusters Score -302897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -302898.781250 Penalty: 775.663208
	Iteration 17Q: 3 clusters Score -302898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -302898.718750 Penalty: 775.663208
	Iteration 18Q: 3 clusters Score -302898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -302898.781250 Penalty: 775.663208
	Iteration 19Q: 3 clusters Score -302898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -302898.968750 Penalty: 775.663208
	Iteration 20F: 3 clusters Score -302899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -302899.125000 Penalty: 775.663208
	Iteration 21Q: 3 clusters Score -302899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -302898.500000 Penalty: 775.663208
	Iteration 22Q: 3 clusters Score -302898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -302898.500000 Penalty: 775.663208
	Iteration 23Q: 3 clusters Score -302898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -302899.062500 Penalty: 775.663208
	Iteration 24Q: 3 clusters Score -302899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -302899.406250 Penalty: 775.663208
	Iteration 25Q: 3 clusters Score -302899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -302899.406250 Penalty: 775.663208
	Iteration 26F: 3 clusters Score -302899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Entering Unmasked Estep 
Score: -5129854.000000 Penalty: 515.472900
	Iteration 0F: 2 clusters Score -5129854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5073579.000000 Penalty: 1030.945801
	Iteration 0F: 3 clusters Score -5073579 nChanged 40559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -5097989.000000 Penalty: 1030.945801
	Iteration 1F: 3 clusters Score -5097989 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5099313.000000 Penalty: 1030.945801
	Iteration 2Q: 3 clusters Score -5099313 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -5101582.000000 Penalty: 1030.945801
	Iteration 3Q: 3 clusters Score -5101582 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5105494.000000 Penalty: 1030.945801
	Iteration 4F: 3 clusters Score -5105494 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5110747.500000 Penalty: 1030.945801
	Iteration 5F: 3 clusters Score -5110748 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5114338.000000 Penalty: 1030.945801
	Iteration 6F: 3 clusters Score -5114338 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5115583.500000 Penalty: 1030.945801
	Iteration 7Q: 3 clusters Score -5115584 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5115998.000000 Penalty: 1030.945801
	Iteration 8Q: 3 clusters Score -5115998 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5116315.500000 Penalty: 1030.945801
	Iteration 9Q: 3 clusters Score -5116316 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -5116593.500000 Penalty: 1030.945801
	Iteration 10Q: 3 clusters Score -5116594 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5116857.000000 Penalty: 1030.945801
	Iteration 11Q: 3 clusters Score -5116857 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -5117168.500000 Penalty: 1030.945801
	Iteration 12Q: 3 clusters Score -5117168 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5117481.000000 Penalty: 1030.945801
	Iteration 13Q: 3 clusters Score -5117481 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -5117828.000000 Penalty: 1030.945801
	Iteration 14Q: 3 clusters Score -5117828 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5118126.000000 Penalty: 1030.945801
	Iteration 15Q: 3 clusters Score -5118126 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5118388.000000 Penalty: 1030.945801
	Iteration 16Q: 3 clusters Score -5118388 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -5118565.000000 Penalty: 1030.945801
	Iteration 17Q: 3 clusters Score -5118565 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -5118799.000000 Penalty: 1030.945801
	Iteration 18Q: 3 clusters Score -5118799 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -5119045.000000 Penalty: 1030.945801
	Iteration 19Q: 3 clusters Score -5119045 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5119204.000000 Penalty: 1030.945801
	Iteration 20F: 3 clusters Score -5119204 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5119361.000000 Penalty: 1030.945801
	Iteration 21Q: 3 clusters Score -5119361 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -5119499.500000 Penalty: 1030.945801
	Iteration 22Q: 3 clusters Score -5119500 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -5119588.500000 Penalty: 1030.945801
	Iteration 23Q: 3 clusters Score -5119588 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5119708 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5119806.500000 Penalty: 1030.945801
	Iteration 25Q: 3 clusters Score -5119806 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -5119884.500000 Penalty: 1030.945801
	Iteration 26Q: 3 clusters Score -5119884 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5119950.000000 Penalty: 1030.945801
	Iteration 27Q: 3 clusters Score -5119950 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -5120030.000000 Penalty: 1030.945801
	Iteration 28Q: 3 clusters Score -5120030 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5120074 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -5120119.500000 Penalty: 1030.945801
	Iteration 30Q: 3 clusters Score -5120120 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5120184.000000 Penalty: 1030.945801
	Iteration 31Q: 3 clusters Score -5120184 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -5120219.500000 Penalty: 1030.945801
	Iteration 32Q: 3 clusters Score -5120220 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5120242.000000 Penalty: 1030.945801
	Iteration 33Q: 3 clusters Score -5120242 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -5120302.500000 Penalty: 1030.945801
	Iteration 34Q: 3 clusters Score -5120302 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -5120367.500000 Penalty: 1030.945801
	Iteration 35Q: 3 clusters Score -5120368 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5120421.000000 Penalty: 1030.945801
	Iteration 36Q: 3 clusters Score -5120421 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5120453.500000 Penalty: 1030.945801
	Iteration 37Q: 3 clusters Score -5120454 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -5120517.500000 Penalty: 1030.945801
	Iteration 38Q: 3 clusters Score -5120518 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5120606.000000 Penalty: 1030.945801
	Iteration 39Q: 3 clusters Score -5120606 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -5120663.000000 Penalty: 1030.945801
	Iteration 40F: 3 clusters Score -5120663 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5120730.000000 Penalty: 1030.945801
	Iteration 41Q: 3 clusters Score -5120730 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -5120790.000000 Penalty: 1030.945801
	Iteration 42Q: 3 clusters Score -5120790 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5120820.500000 Penalty: 1030.945801
	Iteration 43Q: 3 clusters Score -5120820 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -5120902.500000 Penalty: 1030.945801
	Iteration 44Q: 3 clusters Score -5120902 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5120983.000000 Penalty: 1030.945801
	Iteration 45Q: 3 clusters Score -5120983 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -5121062.500000 Penalty: 1030.945801
	Iteration 46Q: 3 clusters Score -5121062 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -5121131.500000 Penalty: 1030.945801
	Iteration 47Q: 3 clusters Score -5121132 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5121226.500000 Penalty: 1030.945801
	Iteration 48Q: 3 clusters Score -5121226 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5121329.000000 Penalty: 1030.945801
	Iteration 49Q: 3 clusters Score -5121329 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -5121462.500000 Penalty: 1030.945801
	Iteration 50Q: 3 clusters Score -5121462 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5121563.500000 Penalty: 1030.945801
	Iteration 51Q: 3 clusters Score -5121564 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -5121676.500000 Penalty: 1030.945801
	Iteration 52Q: 3 clusters Score -5121676 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5121831.000000 Penalty: 1030.945801
	Iteration 53Q: 3 clusters Score -5121831 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5121938.000000 Penalty: 1030.945801
	Iteration 54Q: 3 clusters Score -5121938 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5122088.000000 Penalty: 1030.945801
	Iteration 55Q: 3 clusters Score -5122088 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5122220.000000 Penalty: 1030.945801
	Iteration 56Q: 3 clusters Score -5122220 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -5122376.500000 Penalty: 1030.945801
	Iteration 57Q: 3 clusters Score -5122376 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -5122579.500000 Penalty: 1030.945801
	Iteration 58Q: 3 clusters Score -5122580 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5122799.500000 Penalty: 1030.945801
	Iteration 59Q: 3 clusters Score -5122800 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5123000.000000 Penalty: 1030.945801
	Iteration 60F: 3 clusters Score -5123000 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -5123201.500000 Penalty: 1030.945801
	Iteration 61Q: 3 clusters Score -5123202 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5123412.500000 Penalty: 1030.945801
	Iteration 62Q: 3 clusters Score -5123412 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -5123625.500000 Penalty: 1030.945801
	Iteration 63Q: 3 clusters Score -5123626 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5123909.000000 Penalty: 1030.945801
	Iteration 64Q: 3 clusters Score -5123909 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -5124187.500000 Penalty: 1030.945801
	Iteration 65Q: 3 clusters Score -5124188 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -5124464.000000 Penalty: 1030.945801
	Iteration 66Q: 3 clusters Score -5124464 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5124753.500000 Penalty: 1030.945801
	Iteration 67Q: 3 clusters Score -5124754 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -5125087.000000 Penalty: 1030.945801
	Iteration 68Q: 3 clusters Score -5125087 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -5125453.000000 Penalty: 1030.945801
	Iteration 69Q: 3 clusters Score -5125453 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5125906.000000 Penalty: 1030.945801
	Iteration 70Q: 3 clusters Score -5125906 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -5126425.000000 Penalty: 1030.945801
	Iteration 71Q: 3 clusters Score -5126425 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5126901.500000 Penalty: 1030.945801
	Iteration 72Q: 3 clusters Score -5126902 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5127361.500000 Penalty: 1030.945801
	Iteration 73Q: 3 clusters Score -5127362 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5127748.500000 Penalty: 1030.945801
	Iteration 74Q: 3 clusters Score -5127748 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5128088.000000 Penalty: 1030.945801
	Iteration 75Q: 3 clusters Score -5128088 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5128368.000000 Penalty: 1030.945801
	Iteration 76Q: 3 clusters Score -5128368 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5128519.000000 Penalty: 1030.945801
	Iteration 77Q: 3 clusters Score -5128519 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5128700.000000 Penalty: 1030.945801
	Iteration 78Q: 3 clusters Score -5128700 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5128834.000000 Penalty: 1030.945801
	Iteration 79Q: 3 clusters Score -5128834 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5128944.000000 Penalty: 1030.945801
	Iteration 80F: 3 clusters Score -5128944 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5129052.500000 Penalty: 1030.945801
	Iteration 81Q: 3 clusters Score -5129052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5129143.000000 Penalty: 1030.945801
	Iteration 82Q: 3 clusters Score -5129143 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5129202.000000 Penalty: 1030.945801
	Iteration 83Q: 3 clusters Score -5129202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5129239.000000 Penalty: 1030.945801
	Iteration 84Q: 3 clusters Score -5129239 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5129260.500000 Penalty: 1030.945801
	Iteration 85Q: 3 clusters Score -5129260 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5129284.000000 Penalty: 1030.945801
	Iteration 86Q: 3 clusters Score -5129284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5129305.500000 Penalty: 1030.945801
	Iteration 87Q: 3 clusters Score -5129306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5129321.000000 Penalty: 1030.945801
	Iteration 88Q: 3 clusters Score -5129321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5129332.000000 Penalty: 1030.945801
	Iteration 89Q: 3 clusters Score -5129332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5129351.500000 Penalty: 1030.945801
	Iteration 90Q: 3 clusters Score -5129352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5129359.500000 Penalty: 1030.945801
	Iteration 91Q: 3 clusters Score -5129360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5129366.500000 Penalty: 1030.945801
	Iteration 92Q: 3 clusters Score -5129366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5129372.000000 Penalty: 1030.945801
	Iteration 93Q: 3 clusters Score -5129372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5129376.000000 Penalty: 1030.945801
	Iteration 94Q: 3 clusters Score -5129376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5129382.500000 Penalty: 1030.945801
	Iteration 95Q: 3 clusters Score -5129382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5129384.000000 Penalty: 1030.945801
	Iteration 96Q: 3 clusters Score -5129384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5129389.000000 Penalty: 1030.945801
	Iteration 97Q: 3 clusters Score -5129389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5129401.000000 Penalty: 1030.945801
	Iteration 98Q: 3 clusters Score -5129401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5129407.000000 Penalty: 1030.945801
	Iteration 99Q: 3 clusters Score -5129407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5129404.500000 Penalty: 1030.945801
	Iteration 100F: 3 clusters Score -5129404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5129412.500000 Penalty: 1030.945801
	Iteration 101Q: 3 clusters Score -5129412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5129412.500000 Penalty: 1030.945801
	Iteration 102Q: 3 clusters Score -5129412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5129413.000000 Penalty: 1030.945801
	Iteration 103Q: 3 clusters Score -5129413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5129410.000000 Penalty: 1030.945801
	Iteration 104Q: 3 clusters Score -5129410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5129414.000000 Penalty: 1030.945801
	Iteration 105Q: 3 clusters Score -5129414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5129417.000000 Penalty: 1030.945801
	Iteration 106Q: 3 clusters Score -5129417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5129423.500000 Penalty: 1030.945801
	Iteration 107Q: 3 clusters Score -5129424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5129426.500000 Penalty: 1030.945801
	Iteration 108Q: 3 clusters Score -5129426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5129430.500000 Penalty: 1030.945801
	Iteration 109Q: 3 clusters Score -5129430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5129430.000000 Penalty: 1030.945801
	Iteration 110Q: 3 clusters Score -5129430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5129438.000000 Penalty: 1030.945801
	Iteration 111Q: 3 clusters Score -5129438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5129436.000000 Penalty: 1030.945801
	Iteration 112Q: 3 clusters Score -5129436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5129436.000000 Penalty: 1030.945801
	Iteration 113F: 3 clusters Score -5129436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14404.625977 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14404.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14117.542969 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -14117.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14232.090820 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14232.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14275.291992 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14275.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14290.384766 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -14290.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14295.781250 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -14295.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14298.908203 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -14298.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14303.096680 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -14303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14317.875000 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -14317.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14331.491211 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -14331.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14336.761719 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -14336.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14340.349609 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -14340.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14343.054688 Penalty: 503.178040
	Iteration 11Q: 3 clusters Score -14343.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14350.046875 Penalty: 503.178040
	Iteration 12Q: 3 clusters Score -14350.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14370.351562 Penalty: 503.178040
	Iteration 13Q: 3 clusters Score -14370.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14393.029297 Penalty: 503.178040
	Iteration 14Q: 3 clusters Score -14393.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14415.411133 Penalty: 503.178040
	Iteration 15Q: 3 clusters Score -14415.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14445.132812 Penalty: 503.178040
	Iteration 16Q: 3 clusters Score -14445.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14474.727539 Penalty: 503.178040
	Iteration 17Q: 3 clusters Score -14474.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14480.588867 Penalty: 503.178040
	Iteration 18Q: 3 clusters Score -14480.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14482.331055 Penalty: 503.178040
	Iteration 19Q: 3 clusters Score -14482.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14482.331055 Penalty: 503.178040
	Iteration 20F: 3 clusters Score -14482.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 123 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 129 members 
Entering Unmasked Estep 
Score: -53297956.000000 Penalty: 50520.957031
Splitting cluster 21 changes total score from -53298192.000000 to -53297956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Entering Unmasked Estep 
Score: -2294797.500000 Penalty: 478.980469
	Iteration 0F: 2 clusters Score -2294798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2269688.250000 Penalty: 957.960938
	Iteration 0F: 3 clusters Score -2269688 nChanged 18076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2280633.500000 Penalty: 957.960938
	Iteration 1F: 3 clusters Score -2280634 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2281309.250000 Penalty: 957.960938
	Iteration 2Q: 3 clusters Score -2281309 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2282169.750000 Penalty: 957.960938
	Iteration 3Q: 3 clusters Score -2282170 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2283289.500000 Penalty: 957.960938
	Iteration 4F: 3 clusters Score -2283290 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2284769.250000 Penalty: 957.960938
	Iteration 5F: 3 clusters Score -2284769 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2286660.750000 Penalty: 957.960938
	Iteration 6F: 3 clusters Score -2286661 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2288350.750000 Penalty: 957.960938
	Iteration 7F: 3 clusters Score -2288351 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2289440.500000 Penalty: 957.960938
	Iteration 8F: 3 clusters Score -2289440 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2289882.750000 Penalty: 957.960938
	Iteration 9Q: 3 clusters Score -2289883 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2290055.250000 Penalty: 957.960938
	Iteration 10Q: 3 clusters Score -2290055 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2290129.750000 Penalty: 957.960938
	Iteration 11Q: 3 clusters Score -2290130 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2290199.000000 Penalty: 957.960938
	Iteration 12Q: 3 clusters Score -2290199 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2290285.500000 Penalty: 957.960938
	Iteration 13Q: 3 clusters Score -2290286 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2290338.000000 Penalty: 957.960938
	Iteration 14Q: 3 clusters Score -2290338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2290382.000000 Penalty: 957.960938
	Iteration 15Q: 3 clusters Score -2290382 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2290426.500000 Penalty: 957.960938
	Iteration 16Q: 3 clusters Score -2290426 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2290450.250000 Penalty: 957.960938
	Iteration 17Q: 3 clusters Score -2290450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2290475.750000 Penalty: 957.960938
	Iteration 18Q: 3 clusters Score -2290476 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2290513.000000 Penalty: 957.960938
	Iteration 19Q: 3 clusters Score -2290513 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2290540.250000 Penalty: 957.960938
	Iteration 20F: 3 clusters Score -2290540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2290575.250000 Penalty: 957.960938
	Iteration 21Q: 3 clusters Score -2290575 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2290598.500000 Penalty: 957.960938
	Iteration 22Q: 3 clusters Score -2290598 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2290626.750000 Penalty: 957.960938
	Iteration 23Q: 3 clusters Score -2290627 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2290648.250000 Penalty: 957.960938
	Iteration 24Q: 3 clusters Score -2290648 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2290671.000000 Penalty: 957.960938
	Iteration 25Q: 3 clusters Score -2290671 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2290682.250000 Penalty: 957.960938
	Iteration 26Q: 3 clusters Score -2290682 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2290698.000000 Penalty: 957.960938
	Iteration 27Q: 3 clusters Score -2290698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2290708.750000 Penalty: 957.960938
	Iteration 28Q: 3 clusters Score -2290709 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2290725.000000 Penalty: 957.960938
	Iteration 29Q: 3 clusters Score -2290725 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2290735.000000 Penalty: 957.960938
	Iteration 30Q: 3 clusters Score -2290735 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2290742.250000 Penalty: 957.960938
	Iteration 31Q: 3 clusters Score -2290742 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2290751.750000 Penalty: 957.960938
	Iteration 32Q: 3 clusters Score -2290752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2290755.750000 Penalty: 957.960938
	Iteration 33Q: 3 clusters Score -2290756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2290767.500000 Penalty: 957.960938
	Iteration 34Q: 3 clusters Score -2290768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2290776.250000 Penalty: 957.960938
	Iteration 35Q: 3 clusters Score -2290776 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2290784.250000 Penalty: 957.960938
	Iteration 36Q: 3 clusters Score -2290784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2290802.000000 Penalty: 957.960938
	Iteration 37Q: 3 clusters Score -2290802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2290803.500000 Penalty: 957.960938
	Iteration 38Q: 3 clusters Score -2290804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2290804.000000 Penalty: 957.960938
	Iteration 39Q: 3 clusters Score -2290804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2290814.000000 Penalty: 957.960938
	Iteration 40F: 3 clusters Score -2290814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2290829.500000 Penalty: 957.960938
	Iteration 41Q: 3 clusters Score -2290830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2290832.250000 Penalty: 957.960938
	Iteration 42Q: 3 clusters Score -2290832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2290839.500000 Penalty: 957.960938
	Iteration 43Q: 3 clusters Score -2290840 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2290856.250000 Penalty: 957.960938
	Iteration 44Q: 3 clusters Score -2290856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2290871.250000 Penalty: 957.960938
	Iteration 45Q: 3 clusters Score -2290871 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2290889.000000 Penalty: 957.960938
	Iteration 46Q: 3 clusters Score -2290889 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2290899.750000 Penalty: 957.960938
	Iteration 47Q: 3 clusters Score -2290900 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2290909.250000 Penalty: 957.960938
	Iteration 48Q: 3 clusters Score -2290909 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2290929.250000 Penalty: 957.960938
	Iteration 49Q: 3 clusters Score -2290929 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2290944.750000 Penalty: 957.960938
	Iteration 50Q: 3 clusters Score -2290945 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2290969.250000 Penalty: 957.960938
	Iteration 51Q: 3 clusters Score -2290969 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2290991.000000 Penalty: 957.960938
	Iteration 52Q: 3 clusters Score -2290991 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2291022.500000 Penalty: 957.960938
	Iteration 53Q: 3 clusters Score -2291022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2291060.250000 Penalty: 957.960938
	Iteration 54Q: 3 clusters Score -2291060 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2291102.500000 Penalty: 957.960938
	Iteration 55Q: 3 clusters Score -2291102 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2291141.500000 Penalty: 957.960938
	Iteration 56Q: 3 clusters Score -2291142 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -2291177.750000 Penalty: 957.960938
	Iteration 57Q: 3 clusters Score -2291178 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2291241.000000 Penalty: 957.960938
	Iteration 58Q: 3 clusters Score -2291241 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -2291284.750000 Penalty: 957.960938
	Iteration 59Q: 3 clusters Score -2291285 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2291349.500000 Penalty: 957.960938
	Iteration 60F: 3 clusters Score -2291350 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -2291422.500000 Penalty: 957.960938
	Iteration 61Q: 3 clusters Score -2291422 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -2291506.750000 Penalty: 957.960938
	Iteration 62Q: 3 clusters Score -2291507 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -2291594.250000 Penalty: 957.960938
	Iteration 63Q: 3 clusters Score -2291594 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -2291698.000000 Penalty: 957.960938
	Iteration 64Q: 3 clusters Score -2291698 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -2291822.000000 Penalty: 957.960938
	Iteration 65Q: 3 clusters Score -2291822 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -2291959.500000 Penalty: 957.960938
	Iteration 66Q: 3 clusters Score -2291960 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2292103.250000 Penalty: 957.960938
	Iteration 67Q: 3 clusters Score -2292103 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -2292242.250000 Penalty: 957.960938
	Iteration 68Q: 3 clusters Score -2292242 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -2292394.000000 Penalty: 957.960938
	Iteration 69Q: 3 clusters Score -2292394 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -2292545.000000 Penalty: 957.960938
	Iteration 70Q: 3 clusters Score -2292545 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -2292686.500000 Penalty: 957.960938
	Iteration 71Q: 3 clusters Score -2292686 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -2292849.750000 Penalty: 957.960938
	Iteration 72Q: 3 clusters Score -2292850 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -2293030.250000 Penalty: 957.960938
	Iteration 73Q: 3 clusters Score -2293030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -2293208.000000 Penalty: 957.960938
	Iteration 74Q: 3 clusters Score -2293208 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -2293384.500000 Penalty: 957.960938
	Iteration 75Q: 3 clusters Score -2293384 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2293532.750000 Penalty: 957.960938
	Iteration 76Q: 3 clusters Score -2293533 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -2293664.750000 Penalty: 957.960938
	Iteration 77Q: 3 clusters Score -2293665 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -2293777.250000 Penalty: 957.960938
	Iteration 78Q: 3 clusters Score -2293777 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -2293883.750000 Penalty: 957.960938
	Iteration 79Q: 3 clusters Score -2293884 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -2293995.500000 Penalty: 957.960938
	Iteration 80F: 3 clusters Score -2293996 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -2294069.500000 Penalty: 957.960938
	Iteration 81Q: 3 clusters Score -2294070 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -2294137.750000 Penalty: 957.960938
	Iteration 82Q: 3 clusters Score -2294138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -2294186.750000 Penalty: 957.960938
	Iteration 83Q: 3 clusters Score -2294187 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -2294229.500000 Penalty: 957.960938
	Iteration 84Q: 3 clusters Score -2294230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -2294266.750000 Penalty: 957.960938
	Iteration 85Q: 3 clusters Score -2294267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -2294300.250000 Penalty: 957.960938
	Iteration 86Q: 3 clusters Score -2294300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -2294322.000000 Penalty: 957.960938
	Iteration 87Q: 3 clusters Score -2294322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -2294342.500000 Penalty: 957.960938
	Iteration 88Q: 3 clusters Score -2294342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -2294365.250000 Penalty: 957.960938
	Iteration 89Q: 3 clusters Score -2294365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -2294381.500000 Penalty: 957.960938
	Iteration 90Q: 3 clusters Score -2294382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -2294390.250000 Penalty: 957.960938
	Iteration 91Q: 3 clusters Score -2294390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -2294396.000000 Penalty: 957.960938
	Iteration 92Q: 3 clusters Score -2294396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -2294406.000000 Penalty: 957.960938
	Iteration 93Q: 3 clusters Score -2294406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -2294412.000000 Penalty: 957.960938
	Iteration 94Q: 3 clusters Score -2294412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -2294416.250000 Penalty: 957.960938
	Iteration 95Q: 3 clusters Score -2294416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -2294424.750000 Penalty: 957.960938
	Iteration 96Q: 3 clusters Score -2294425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -2294428.750000 Penalty: 957.960938
	Iteration 97Q: 3 clusters Score -2294429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -2294431.500000 Penalty: 957.960938
	Iteration 98Q: 3 clusters Score -2294432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -2294435.750000 Penalty: 957.960938
	Iteration 99Q: 3 clusters Score -2294436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -2294444.750000 Penalty: 957.960938
	Iteration 100F: 3 clusters Score -2294445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -2294447.250000 Penalty: 957.960938
	Iteration 101Q: 3 clusters Score -2294447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -2294446.750000 Penalty: 957.960938
	Iteration 102Q: 3 clusters Score -2294447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -2294452.000000 Penalty: 957.960938
	Iteration 103Q: 3 clusters Score -2294452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -2294453.500000 Penalty: 957.960938
	Iteration 104Q: 3 clusters Score -2294454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -2294463.750000 Penalty: 957.960938
	Iteration 105Q: 3 clusters Score -2294464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -2294463.750000 Penalty: 957.960938
	Iteration 106Q: 3 clusters Score -2294464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -2294470.500000 Penalty: 957.960938
	Iteration 107Q: 3 clusters Score -2294470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -2294473.750000 Penalty: 957.960938
	Iteration 108Q: 3 clusters Score -2294474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -2294476.500000 Penalty: 957.960938
	Iteration 109Q: 3 clusters Score -2294476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -2294477.250000 Penalty: 957.960938
	Iteration 110Q: 3 clusters Score -2294477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -2294475.750000 Penalty: 957.960938
	Iteration 111Q: 3 clusters Score -2294476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2294476.250000 Penalty: 957.960938
	Iteration 112Q: 3 clusters Score -2294476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -2294475.000000 Penalty: 957.960938
	Iteration 113Q: 3 clusters Score -2294475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -2294475.500000 Penalty: 957.960938
	Iteration 114Q: 3 clusters Score -2294476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -2294477.000000 Penalty: 957.960938
	Iteration 115Q: 3 clusters Score -2294477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -2294477.000000 Penalty: 957.960938
	Iteration 116Q: 3 clusters Score -2294477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -2294476.750000 Penalty: 957.960938
	Iteration 117Q: 3 clusters Score -2294477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -2294476.750000 Penalty: 957.960938
	Iteration 118F: 3 clusters Score -2294477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20262.322266 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20262.32 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 156 members 
Entering Unmasked Estep 
Score: -19911.699219 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19911.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20029.828125 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -20029.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20087.980469 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -20087.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20139.681641 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -20139.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20184.197266 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -20184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20209.982422 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -20209.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20222.019531 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -20222.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20225.777344 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -20225.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20228.642578 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -20228.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20230.919922 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -20230.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20234.302734 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -20234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20237.542969 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -20237.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20239.441406 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -20239.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20239.441406 Penalty: 522.904541
	Iteration 13F: 3 clusters Score -20239.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -62226.714844 Penalty: 313.568970
	Iteration 0F: 2 clusters Score -62226.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -61438.863281 Penalty: 627.137939
	Iteration 0F: 3 clusters Score -61438.86 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61656.585938 Penalty: 627.137939
	Iteration 1F: 3 clusters Score -61656.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61711.175781 Penalty: 627.137939
	Iteration 2F: 3 clusters Score -61711.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61755.445312 Penalty: 627.137939
	Iteration 3F: 3 clusters Score -61755.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61799.507812 Penalty: 627.137939
	Iteration 4F: 3 clusters Score -61799.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -61851.140625 Penalty: 627.137939
	Iteration 5F: 3 clusters Score -61851.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61927.496094 Penalty: 627.137939
	Iteration 6F: 3 clusters Score -61927.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61976.679688 Penalty: 627.137939
	Iteration 7Q: 3 clusters Score -61976.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -62000.625000 Penalty: 627.137939
	Iteration 8Q: 3 clusters Score -62000.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62017.394531 Penalty: 627.137939
	Iteration 9Q: 3 clusters Score -62017.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -62035.601562 Penalty: 627.137939
	Iteration 10Q: 3 clusters Score -62035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -62051.527344 Penalty: 627.137939
	Iteration 11Q: 3 clusters Score -62051.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62059.933594 Penalty: 627.137939
	Iteration 12Q: 3 clusters Score -62059.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62062.792969 Penalty: 627.137939
	Iteration 13Q: 3 clusters Score -62062.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -62062.867188 Penalty: 627.137939
	Iteration 14Q: 3 clusters Score -62062.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -62062.867188 Penalty: 627.137939
	Iteration 15F: 3 clusters Score -62062.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -13955.702148 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -13955.7 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 106 members 
Entering Unmasked Estep 
Score: -13634.751953 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -13634.75 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13723.208008 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -13723.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13763.657227 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -13763.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13779.845703 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -13779.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13795.071289 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -13795.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13803.833984 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -13803.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13819.979492 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -13819.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13836.531250 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -13836.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13857.409180 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -13857.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13868.475586 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -13868.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13868.937500 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -13868.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13870.470703 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -13870.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13871.762695 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -13871.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13874.122070 Penalty: 496.434235
	Iteration 13Q: 3 clusters Score -13874.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13876.322266 Penalty: 496.434235
	Iteration 14Q: 3 clusters Score -13876.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13879.519531 Penalty: 496.434235
	Iteration 15Q: 3 clusters Score -13879.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13881.625977 Penalty: 496.434235
	Iteration 16Q: 3 clusters Score -13881.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13881.625977 Penalty: 496.434235
	Iteration 17F: 3 clusters Score -13881.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -59565.421875 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -59565.42 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 481 members 
Entering Unmasked Estep 
Score: -58780.363281 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -58780.36 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59028.066406 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -59028.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59102.402344 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -59102.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59162.429688 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -59162.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59204.285156 Penalty: 624.985657
	Iteration 4Q: 3 clusters Score -59204.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59233.554688 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -59233.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59254.750000 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -59254.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -59276.523438 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -59276.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59297.886719 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -59297.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -59313.328125 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -59313.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59324.671875 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -59324.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -59337.746094 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -59337.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59357.460938 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -59357.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59377.968750 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -59377.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59392.710938 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -59392.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59410.832031 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -59410.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -59427.726562 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -59427.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -59440.902344 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -59440.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -59456.023438 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -59456.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -59468.445312 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -59468.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59477.933594 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -59477.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -59484.445312 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -59484.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59494.093750 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -59494.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59506.109375 Penalty: 624.985657
	Iteration 23Q: 3 clusters Score -59506.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -59513.656250 Penalty: 624.985657
	Iteration 24Q: 3 clusters Score -59513.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -59520.476562 Penalty: 624.985657
	Iteration 25Q: 3 clusters Score -59520.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -59528.511719 Penalty: 624.985657
	Iteration 26Q: 3 clusters Score -59528.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -59533.039062 Penalty: 624.985657
	Iteration 27Q: 3 clusters Score -59533.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -59535.089844 Penalty: 624.985657
	Iteration 28Q: 3 clusters Score -59535.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -59535.089844 Penalty: 624.985657
	Iteration 29F: 3 clusters Score -59535.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -4700.287598 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -4700.288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4468.988281 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -4468.988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4542.630371 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -4542.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4544.267578 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -4544.268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4544.267578 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -4544.268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -4687.521484 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -4687.521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4493.025391 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4493.025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4542.191406 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -4542.191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4566.984863 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -4566.985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4599.497070 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -4599.497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4635.698730 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -4635.699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4657.811035 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -4657.811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4665.290039 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -4665.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4669.291504 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -4669.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4669.291504 Penalty: 422.639587
	Iteration 8F: 3 clusters Score -4669.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -22739.257812 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -22739.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22317.707031 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -22317.71 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22426.767578 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -22426.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22476.060547 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -22476.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22505.318359 Penalty: 539.350281
	Iteration 3F: 3 clusters Score -22505.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22548.238281 Penalty: 539.350281
	Iteration 4F: 3 clusters Score -22548.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22575.376953 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -22575.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22594.927734 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -22594.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22609.203125 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -22609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22616.232422 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -22616.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22623.304688 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -22623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22624.376953 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -22624.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22625.240234 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -22625.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22625.240234 Penalty: 539.350281
	Iteration 12F: 3 clusters Score -22625.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22892.410156 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -22892.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22493.642578 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -22493.64 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22613.232422 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -22613.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22644.656250 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -22644.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22679.960938 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -22679.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22703.457031 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -22703.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22718.884766 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -22718.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22730.527344 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -22730.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22736.769531 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -22736.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22741.216797 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -22741.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22743.162109 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -22743.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22747.980469 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -22747.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22748.857422 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -22748.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22748.857422 Penalty: 538.374390
	Iteration 12F: 3 clusters Score -22748.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -23735.253906 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -23735.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23330.949219 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -23330.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23435.097656 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -23435.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23468.046875 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -23468.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23492.746094 Penalty: 540.075378
	Iteration 3F: 3 clusters Score -23492.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23512.130859 Penalty: 540.075378
	Iteration 4F: 3 clusters Score -23512.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23527.367188 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -23527.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23531.078125 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -23531.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23531.757812 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -23531.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23532.458984 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -23532.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23532.458984 Penalty: 540.075378
	Iteration 9F: 3 clusters Score -23532.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -5532.152832 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -5532.153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5328.666504 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -5328.667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5394.481934 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -5394.482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5419.952148 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -5419.952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5451.176758 Penalty: 415.355682
	Iteration 3F: 3 clusters Score -5451.177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5503.228027 Penalty: 415.355682
	Iteration 4F: 3 clusters Score -5503.228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5525.515625 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -5525.516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5542.827637 Penalty: 415.355682
	Iteration 6Q: 3 clusters Score -5542.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5542.827637 Penalty: 415.355682
	Iteration 7F: 3 clusters Score -5542.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 63 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 33 members 
Entering Unmasked Estep 
Score: -53297876.000000 Penalty: 50520.957031
Splitting cluster 32 changes total score from -53298192.000000 to -53297876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -35316.605469 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -35316.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34793.273438 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -34793.27 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35012.156250 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -35012.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35062.628906 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -35062.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35090.808594 Penalty: 579.035522
	Iteration 3Q: 3 clusters Score -35090.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35105.601562 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -35105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35116.046875 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -35116.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35124.371094 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -35124.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35135.593750 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -35135.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35156.429688 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -35156.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35169.882812 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -35169.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35178.867188 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -35178.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35186.621094 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -35186.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35192.925781 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -35192.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35200.714844 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -35200.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35212.519531 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -35212.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35222.261719 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -35222.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35230.656250 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -35230.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35233.757812 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -35233.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35235.425781 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -35235.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35236.531250 Penalty: 579.035522
	Iteration 19Q: 3 clusters Score -35236.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35236.531250 Penalty: 579.035522
	Iteration 20F: 3 clusters Score -35236.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Entering Unmasked Estep 
Score: -1190038.375000 Penalty: 447.063873
	Iteration 0F: 2 clusters Score -1190038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1177756.875000 Penalty: 894.127747
	Iteration 0F: 3 clusters Score -1177757 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1182684.250000 Penalty: 894.127747
	Iteration 1F: 3 clusters Score -1182684 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1182888.125000 Penalty: 894.127747
	Iteration 2Q: 3 clusters Score -1182888 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1183201.625000 Penalty: 894.127747
	Iteration 3Q: 3 clusters Score -1183202 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1183696.875000 Penalty: 894.127747
	Iteration 4Q: 3 clusters Score -1183697 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1184476.500000 Penalty: 894.127747
	Iteration 5F: 3 clusters Score -1184476 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1185603.000000 Penalty: 894.127747
	Iteration 6F: 3 clusters Score -1185603 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1186845.000000 Penalty: 894.127747
	Iteration 7F: 3 clusters Score -1186845 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1187723.500000 Penalty: 894.127747
	Iteration 8F: 3 clusters Score -1187724 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1188042.375000 Penalty: 894.127747
	Iteration 9Q: 3 clusters Score -1188042 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1188180.125000 Penalty: 894.127747
	Iteration 10Q: 3 clusters Score -1188180 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1188256.875000 Penalty: 894.127747
	Iteration 11Q: 3 clusters Score -1188257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1188311.625000 Penalty: 894.127747
	Iteration 12Q: 3 clusters Score -1188312 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1188355.750000 Penalty: 894.127747
	Iteration 13Q: 3 clusters Score -1188356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1188383.000000 Penalty: 894.127747
	Iteration 14Q: 3 clusters Score -1188383 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1188401.875000 Penalty: 894.127747
	Iteration 15Q: 3 clusters Score -1188402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1188417.375000 Penalty: 894.127747
	Iteration 16Q: 3 clusters Score -1188417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1188435.625000 Penalty: 894.127747
	Iteration 17Q: 3 clusters Score -1188436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1188453.375000 Penalty: 894.127747
	Iteration 18Q: 3 clusters Score -1188453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1188460.250000 Penalty: 894.127747
	Iteration 19Q: 3 clusters Score -1188460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1188475.625000 Penalty: 894.127747
	Iteration 20F: 3 clusters Score -1188476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1188486.625000 Penalty: 894.127747
	Iteration 21Q: 3 clusters Score -1188487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1188496.125000 Penalty: 894.127747
	Iteration 22Q: 3 clusters Score -1188496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1188506.250000 Penalty: 894.127747
	Iteration 23Q: 3 clusters Score -1188506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1188518.750000 Penalty: 894.127747
	Iteration 24Q: 3 clusters Score -1188519 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1188532.875000 Penalty: 894.127747
	Iteration 25Q: 3 clusters Score -1188533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1188539.125000 Penalty: 894.127747
	Iteration 26Q: 3 clusters Score -1188539 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1188550.500000 Penalty: 894.127747
	Iteration 27Q: 3 clusters Score -1188550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1188555.875000 Penalty: 894.127747
	Iteration 28Q: 3 clusters Score -1188556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1188570.875000 Penalty: 894.127747
	Iteration 29Q: 3 clusters Score -1188571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1188579.875000 Penalty: 894.127747
	Iteration 30Q: 3 clusters Score -1188580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1188585.625000 Penalty: 894.127747
	Iteration 31Q: 3 clusters Score -1188586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1188592.875000 Penalty: 894.127747
	Iteration 32Q: 3 clusters Score -1188593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1188601.125000 Penalty: 894.127747
	Iteration 33Q: 3 clusters Score -1188601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1188609.750000 Penalty: 894.127747
	Iteration 34Q: 3 clusters Score -1188610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1188619.375000 Penalty: 894.127747
	Iteration 35Q: 3 clusters Score -1188619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1188631.625000 Penalty: 894.127747
	Iteration 36Q: 3 clusters Score -1188632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1188643.875000 Penalty: 894.127747
	Iteration 37Q: 3 clusters Score -1188644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1188651.250000 Penalty: 894.127747
	Iteration 38Q: 3 clusters Score -1188651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1188660.750000 Penalty: 894.127747
	Iteration 39Q: 3 clusters Score -1188661 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1188665.500000 Penalty: 894.127747
	Iteration 40F: 3 clusters Score -1188666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1188671.000000 Penalty: 894.127747
	Iteration 41Q: 3 clusters Score -1188671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1188679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1188682.250000 Penalty: 894.127747
	Iteration 43Q: 3 clusters Score -1188682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1188684.625000 Penalty: 894.127747
	Iteration 44Q: 3 clusters Score -1188685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1188692.000000 Penalty: 894.127747
	Iteration 45Q: 3 clusters Score -1188692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1188699.375000 Penalty: 894.127747
	Iteration 46Q: 3 clusters Score -1188699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1188702.125000 Penalty: 894.127747
	Iteration 47Q: 3 clusters Score -1188702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1188699.375000 Penalty: 894.127747
	Iteration 48Q: 3 clusters Score -1188699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1188706.375000 Penalty: 894.127747
	Iteration 49Q: 3 clusters Score -1188706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1188705.750000 Penalty: 894.127747
	Iteration 50Q: 3 clusters Score -1188706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1188710.000000 Penalty: 894.127747
	Iteration 51Q: 3 clusters Score -1188710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1188709.750000 Penalty: 894.127747
	Iteration 52Q: 3 clusters Score -1188710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1188710.250000 Penalty: 894.127747
	Iteration 53Q: 3 clusters Score -1188710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1188709.375000 Penalty: 894.127747
	Iteration 54Q: 3 clusters Score -1188709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1188708.000000 Penalty: 894.127747
	Iteration 55Q: 3 clusters Score -1188708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1188711.250000 Penalty: 894.127747
	Iteration 56Q: 3 clusters Score -1188711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1188712.875000 Penalty: 894.127747
	Iteration 57Q: 3 clusters Score -1188713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1188715.875000 Penalty: 894.127747
	Iteration 58Q: 3 clusters Score -1188716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1188714.000000 Penalty: 894.127747
	Iteration 59Q: 3 clusters Score -1188714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1188722.125000 Penalty: 894.127747
	Iteration 60F: 3 clusters Score -1188722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1188726.625000 Penalty: 894.127747
	Iteration 61Q: 3 clusters Score -1188727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1188734.250000 Penalty: 894.127747
	Iteration 62Q: 3 clusters Score -1188734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1188735.500000 Penalty: 894.127747
	Iteration 63Q: 3 clusters Score -1188736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1188743.250000 Penalty: 894.127747
	Iteration 64Q: 3 clusters Score -1188743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1188757.000000 Penalty: 894.127747
	Iteration 65Q: 3 clusters Score -1188757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1188773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1188784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1188790.250000 Penalty: 894.127747
	Iteration 68Q: 3 clusters Score -1188790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1188791.250000 Penalty: 894.127747
	Iteration 69Q: 3 clusters Score -1188791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1188798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1188805.750000 Penalty: 894.127747
	Iteration 71Q: 3 clusters Score -1188806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1188814.625000 Penalty: 894.127747
	Iteration 72Q: 3 clusters Score -1188815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1188823.875000 Penalty: 894.127747
	Iteration 73Q: 3 clusters Score -1188824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1188832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1188832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1188835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1188842.250000 Penalty: 894.127747
	Iteration 77Q: 3 clusters Score -1188842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1188843.125000 Penalty: 894.127747
	Iteration 78Q: 3 clusters Score -1188843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1188852.125000 Penalty: 894.127747
	Iteration 79Q: 3 clusters Score -1188852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1188853.875000 Penalty: 894.127747
	Iteration 80F: 3 clusters Score -1188854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1188861.500000 Penalty: 894.127747
	Iteration 81Q: 3 clusters Score -1188862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1188869.250000 Penalty: 894.127747
	Iteration 82Q: 3 clusters Score -1188869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1188871.000000 Penalty: 894.127747
	Iteration 83Q: 3 clusters Score -1188871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1188873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1188882.250000 Penalty: 894.127747
	Iteration 85Q: 3 clusters Score -1188882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1188888.875000 Penalty: 894.127747
	Iteration 86Q: 3 clusters Score -1188889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1188892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1188895.000000 Penalty: 894.127747
	Iteration 88Q: 3 clusters Score -1188895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1188898.875000 Penalty: 894.127747
	Iteration 89Q: 3 clusters Score -1188899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1188902.000000 Penalty: 894.127747
	Iteration 90Q: 3 clusters Score -1188902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1188904.375000 Penalty: 894.127747
	Iteration 91Q: 3 clusters Score -1188904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1188909.625000 Penalty: 894.127747
	Iteration 92Q: 3 clusters Score -1188910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1188911.125000 Penalty: 894.127747
	Iteration 93Q: 3 clusters Score -1188911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1188912.875000 Penalty: 894.127747
	Iteration 94Q: 3 clusters Score -1188913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1188918.375000 Penalty: 894.127747
	Iteration 95Q: 3 clusters Score -1188918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1188922.250000 Penalty: 894.127747
	Iteration 96Q: 3 clusters Score -1188922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1188930.250000 Penalty: 894.127747
	Iteration 97Q: 3 clusters Score -1188930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1188939.250000 Penalty: 894.127747
	Iteration 98Q: 3 clusters Score -1188939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1188948.875000 Penalty: 894.127747
	Iteration 99Q: 3 clusters Score -1188949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1188958.250000 Penalty: 894.127747
	Iteration 100F: 3 clusters Score -1188958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1188968.125000 Penalty: 894.127747
	Iteration 101Q: 3 clusters Score -1188968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1188976.875000 Penalty: 894.127747
	Iteration 102Q: 3 clusters Score -1188977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1188994.875000 Penalty: 894.127747
	Iteration 103Q: 3 clusters Score -1188995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1189005.500000 Penalty: 894.127747
	Iteration 104Q: 3 clusters Score -1189006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1189021.875000 Penalty: 894.127747
	Iteration 105Q: 3 clusters Score -1189022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1189033.500000 Penalty: 894.127747
	Iteration 106Q: 3 clusters Score -1189034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1189051.500000 Penalty: 894.127747
	Iteration 107Q: 3 clusters Score -1189052 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1189064.125000 Penalty: 894.127747
	Iteration 108Q: 3 clusters Score -1189064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1189078.625000 Penalty: 894.127747
	Iteration 109Q: 3 clusters Score -1189079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1189094.750000 Penalty: 894.127747
	Iteration 110Q: 3 clusters Score -1189095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1189120.125000 Penalty: 894.127747
	Iteration 111Q: 3 clusters Score -1189120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1189137.000000 Penalty: 894.127747
	Iteration 112Q: 3 clusters Score -1189137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1189154.250000 Penalty: 894.127747
	Iteration 113Q: 3 clusters Score -1189154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1189174.125000 Penalty: 894.127747
	Iteration 114Q: 3 clusters Score -1189174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1189188.875000 Penalty: 894.127747
	Iteration 115Q: 3 clusters Score -1189189 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1189202.250000 Penalty: 894.127747
	Iteration 116Q: 3 clusters Score -1189202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1189226.750000 Penalty: 894.127747
	Iteration 117Q: 3 clusters Score -1189227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1189239.125000 Penalty: 894.127747
	Iteration 118Q: 3 clusters Score -1189239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1189253.750000 Penalty: 894.127747
	Iteration 119Q: 3 clusters Score -1189254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1189272.250000 Penalty: 894.127747
	Iteration 120F: 3 clusters Score -1189272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1189286.750000 Penalty: 894.127747
	Iteration 121Q: 3 clusters Score -1189287 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1189302.375000 Penalty: 894.127747
	Iteration 122Q: 3 clusters Score -1189302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1189314.750000 Penalty: 894.127747
	Iteration 123Q: 3 clusters Score -1189315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1189324.250000 Penalty: 894.127747
	Iteration 124Q: 3 clusters Score -1189324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1189336.000000 Penalty: 894.127747
	Iteration 125Q: 3 clusters Score -1189336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1189350.250000 Penalty: 894.127747
	Iteration 126Q: 3 clusters Score -1189350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1189366.875000 Penalty: 894.127747
	Iteration 127Q: 3 clusters Score -1189367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1189381.625000 Penalty: 894.127747
	Iteration 128Q: 3 clusters Score -1189382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1189392.625000 Penalty: 894.127747
	Iteration 129Q: 3 clusters Score -1189393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1189406.125000 Penalty: 894.127747
	Iteration 130Q: 3 clusters Score -1189406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1189428.625000 Penalty: 894.127747
	Iteration 131Q: 3 clusters Score -1189429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1189450.750000 Penalty: 894.127747
	Iteration 132Q: 3 clusters Score -1189451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1189473.125000 Penalty: 894.127747
	Iteration 133Q: 3 clusters Score -1189473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1189494.750000 Penalty: 894.127747
	Iteration 134Q: 3 clusters Score -1189495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1189512.750000 Penalty: 894.127747
	Iteration 135Q: 3 clusters Score -1189513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1189526.250000 Penalty: 894.127747
	Iteration 136Q: 3 clusters Score -1189526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1189539.500000 Penalty: 894.127747
	Iteration 137Q: 3 clusters Score -1189540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1189548.750000 Penalty: 894.127747
	Iteration 138Q: 3 clusters Score -1189549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1189560.125000 Penalty: 894.127747
	Iteration 139Q: 3 clusters Score -1189560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1189567.250000 Penalty: 894.127747
	Iteration 140F: 3 clusters Score -1189567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1189575.125000 Penalty: 894.127747
	Iteration 141Q: 3 clusters Score -1189575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1189583.625000 Penalty: 894.127747
	Iteration 142Q: 3 clusters Score -1189584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1189587.500000 Penalty: 894.127747
	Iteration 143Q: 3 clusters Score -1189588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1189596.375000 Penalty: 894.127747
	Iteration 144Q: 3 clusters Score -1189596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1189606.000000 Penalty: 894.127747
	Iteration 145Q: 3 clusters Score -1189606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1189614.875000 Penalty: 894.127747
	Iteration 146Q: 3 clusters Score -1189615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1189621.875000 Penalty: 894.127747
	Iteration 147Q: 3 clusters Score -1189622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1189626.500000 Penalty: 894.127747
	Iteration 148Q: 3 clusters Score -1189626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1189629.875000 Penalty: 894.127747
	Iteration 149Q: 3 clusters Score -1189630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1189634.750000 Penalty: 894.127747
	Iteration 150Q: 3 clusters Score -1189635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1189644.500000 Penalty: 894.127747
	Iteration 151Q: 3 clusters Score -1189644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1189658.500000 Penalty: 894.127747
	Iteration 152Q: 3 clusters Score -1189658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1189666.375000 Penalty: 894.127747
	Iteration 153Q: 3 clusters Score -1189666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1189670.750000 Penalty: 894.127747
	Iteration 154Q: 3 clusters Score -1189671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1189677.000000 Penalty: 894.127747
	Iteration 155Q: 3 clusters Score -1189677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1189682.250000 Penalty: 894.127747
	Iteration 156Q: 3 clusters Score -1189682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1189684.500000 Penalty: 894.127747
	Iteration 157Q: 3 clusters Score -1189684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1189689.375000 Penalty: 894.127747
	Iteration 158Q: 3 clusters Score -1189689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1189688.750000 Penalty: 894.127747
	Iteration 159Q: 3 clusters Score -1189689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1189689.750000 Penalty: 894.127747
	Iteration 160F: 3 clusters Score -1189690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1189691.125000 Penalty: 894.127747
	Iteration 161Q: 3 clusters Score -1189691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1189693.250000 Penalty: 894.127747
	Iteration 162Q: 3 clusters Score -1189693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1189693.375000 Penalty: 894.127747
	Iteration 163Q: 3 clusters Score -1189693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1189694.625000 Penalty: 894.127747
	Iteration 164Q: 3 clusters Score -1189695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1189694.250000 Penalty: 894.127747
	Iteration 165Q: 3 clusters Score -1189694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1189695.000000 Penalty: 894.127747
	Iteration 166Q: 3 clusters Score -1189695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1189696.500000 Penalty: 894.127747
	Iteration 167Q: 3 clusters Score -1189696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1189698.000000 Penalty: 894.127747
	Iteration 168Q: 3 clusters Score -1189698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1189698.000000 Penalty: 894.127747
	Iteration 169F: 3 clusters Score -1189698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (88968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Entering Unmasked Estep 
Score: -5542435.000000 Penalty: 518.519470
	Iteration 0F: 2 clusters Score -5542435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5483762.000000 Penalty: 1037.038940
	Iteration 0F: 3 clusters Score -5483762 nChanged 43298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5509108.000000 Penalty: 1037.038940
	Iteration 1F: 3 clusters Score -5509108 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -5509616.000000 Penalty: 1037.038940
	Iteration 2Q: 3 clusters Score -5509616 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5510339.000000 Penalty: 1037.038940
	Iteration 3Q: 3 clusters Score -5510339 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5511356.000000 Penalty: 1037.038940
	Iteration 4Q: 3 clusters Score -5511356 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5512964.000000 Penalty: 1037.038940
	Iteration 5Q: 3 clusters Score -5512964 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -5515667.500000 Penalty: 1037.038940
	Iteration 6F: 3 clusters Score -5515668 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5519859.500000 Penalty: 1037.038940
	Iteration 7F: 3 clusters Score -5519860 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5524813.500000 Penalty: 1037.038940
	Iteration 8F: 3 clusters Score -5524814 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5528458.000000 Penalty: 1037.038940
	Iteration 9F: 3 clusters Score -5528458 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5530278.500000 Penalty: 1037.038940
	Iteration 10Q: 3 clusters Score -5530278 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5531110.000000 Penalty: 1037.038940
	Iteration 11Q: 3 clusters Score -5531110 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5531801.500000 Penalty: 1037.038940
	Iteration 12Q: 3 clusters Score -5531802 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -5532453.000000 Penalty: 1037.038940
	Iteration 13Q: 3 clusters Score -5532453 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5533113.500000 Penalty: 1037.038940
	Iteration 14Q: 3 clusters Score -5533114 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5533921.500000 Penalty: 1037.038940
	Iteration 15Q: 3 clusters Score -5533922 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -5535133.500000 Penalty: 1037.038940
	Iteration 16Q: 3 clusters Score -5535134 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -5536156.000000 Penalty: 1037.038940
	Iteration 17Q: 3 clusters Score -5536156 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5537084.500000 Penalty: 1037.038940
	Iteration 18Q: 3 clusters Score -5537084 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5537943.500000 Penalty: 1037.038940
	Iteration 19Q: 3 clusters Score -5537944 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5538678.000000 Penalty: 1037.038940
	Iteration 20F: 3 clusters Score -5538678 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5539414.500000 Penalty: 1037.038940
	Iteration 21Q: 3 clusters Score -5539414 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5540099.000000 Penalty: 1037.038940
	Iteration 22Q: 3 clusters Score -5540099 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5540646.000000 Penalty: 1037.038940
	Iteration 23Q: 3 clusters Score -5540646 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5541156.000000 Penalty: 1037.038940
	Iteration 24Q: 3 clusters Score -5541156 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5541475.000000 Penalty: 1037.038940
	Iteration 25Q: 3 clusters Score -5541475 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5541685.000000 Penalty: 1037.038940
	Iteration 26Q: 3 clusters Score -5541685 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5541818.500000 Penalty: 1037.038940
	Iteration 27Q: 3 clusters Score -5541818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5541888.500000 Penalty: 1037.038940
	Iteration 28Q: 3 clusters Score -5541888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5541922.500000 Penalty: 1037.038940
	Iteration 29Q: 3 clusters Score -5541922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5541943.000000 Penalty: 1037.038940
	Iteration 30Q: 3 clusters Score -5541943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5541964.500000 Penalty: 1037.038940
	Iteration 31Q: 3 clusters Score -5541964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5541976.500000 Penalty: 1037.038940
	Iteration 32Q: 3 clusters Score -5541976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5541980.500000 Penalty: 1037.038940
	Iteration 33Q: 3 clusters Score -5541980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5541985.000000 Penalty: 1037.038940
	Iteration 34Q: 3 clusters Score -5541985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5541985.000000 Penalty: 1037.038940
	Iteration 35Q: 3 clusters Score -5541985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5541985.000000 Penalty: 1037.038940
	Iteration 36F: 3 clusters Score -5541985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -15322.359375 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -15322.36 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 95 members 
Entering Unmasked Estep 
Score: -15033.328125 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -15033.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15099.334961 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -15099.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15106.113281 Penalty: 492.865143
	Iteration 2Q: 3 clusters Score -15106.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15107.559570 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -15107.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15109.817383 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -15109.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15112.835938 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -15112.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15115.171875 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -15115.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15118.552734 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -15118.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15121.708984 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -15121.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15126.366211 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -15126.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15128.744141 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -15128.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15132.377930 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -15132.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15133.650391 Penalty: 492.865143
	Iteration 12Q: 3 clusters Score -15133.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15137.599609 Penalty: 492.865143
	Iteration 13Q: 3 clusters Score -15137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15147.287109 Penalty: 492.865143
	Iteration 14Q: 3 clusters Score -15147.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15151.131836 Penalty: 492.865143
	Iteration 15Q: 3 clusters Score -15151.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15155.893555 Penalty: 492.865143
	Iteration 16Q: 3 clusters Score -15155.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15161.058594 Penalty: 492.865143
	Iteration 17Q: 3 clusters Score -15161.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15169.424805 Penalty: 492.865143
	Iteration 18Q: 3 clusters Score -15169.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15189.973633 Penalty: 492.865143
	Iteration 19Q: 3 clusters Score -15189.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15196.245117 Penalty: 492.865143
	Iteration 20F: 3 clusters Score -15196.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15198.598633 Penalty: 492.865143
	Iteration 21Q: 3 clusters Score -15198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15198.598633 Penalty: 492.865143
	Iteration 22F: 3 clusters Score -15198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -25685.978516 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -25685.98 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 205 members 
Entering Unmasked Estep 
Score: -25290.892578 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -25290.89 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25445.609375 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -25445.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25497.156250 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -25497.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25548.419922 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -25548.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25596.150391 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -25596.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25639.806641 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -25639.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25686.261719 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -25686.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25753.210938 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -25753.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25770.644531 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -25770.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25772.337891 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -25772.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25773.410156 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -25773.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25773.410156 Penalty: 547.025330
	Iteration 11F: 3 clusters Score -25773.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 163 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 245 members 
Entering Unmasked Estep 
Score: -53297952.000000 Penalty: 50520.957031
Splitting cluster 37 changes total score from -53298192.000000 to -53297952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -14481.609375 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -14481.61 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 139 members 
Entering Unmasked Estep 
Score: -14177.093750 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -14177.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14326.396484 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -14326.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14388.152344 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -14388.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14435.798828 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -14435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14461.588867 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -14461.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14469.977539 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -14469.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14473.539062 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -14473.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14490.840820 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -14490.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14492.416992 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -14492.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14496.475586 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -14496.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14498.903320 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -14498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14500.065430 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -14500.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14500.065430 Penalty: 506.371338
	Iteration 12F: 3 clusters Score -14500.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 106 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 155 members 
Entering Unmasked Estep 
Score: -53297876.000000 Penalty: 50520.957031
Splitting cluster 38 changes total score from -53298192.000000 to -53297876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -17907.189453 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -17907.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17571.117188 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -17571.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17759.875000 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -17759.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17828.648438 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -17828.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17854.837891 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -17854.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17863.671875 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -17863.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17873.552734 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -17873.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17885.837891 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -17885.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17887.251953 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -17887.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17890.085938 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -17890.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17890.876953 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -17890.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17890.876953 Penalty: 516.272400
	Iteration 10F: 3 clusters Score -17890.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -17346.033203 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -17346.03 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 145 members 
Entering Unmasked Estep 
Score: -17010.273438 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -17010.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17102.287109 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -17102.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17157.787109 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -17157.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17177.523438 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -17177.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17192.537109 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -17192.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17200.111328 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -17200.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17203.097656 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -17203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17206.539062 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -17206.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17209.964844 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -17209.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17212.123047 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -17212.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17218.205078 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -17218.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17224.960938 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -17224.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17226.261719 Penalty: 513.090271
	Iteration 12Q: 3 clusters Score -17226.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17229.654297 Penalty: 513.090271
	Iteration 13Q: 3 clusters Score -17229.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17234.593750 Penalty: 513.090271
	Iteration 14Q: 3 clusters Score -17234.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17235.236328 Penalty: 513.090271
	Iteration 15Q: 3 clusters Score -17235.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17235.236328 Penalty: 513.090271
	Iteration 16F: 3 clusters Score -17235.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -12616.816406 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -12616.82 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 96 members 
Entering Unmasked Estep 
Score: -12329.742188 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -12329.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12374.429688 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -12374.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12394.503906 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -12394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12405.235352 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -12405.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12412.066406 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -12412.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12416.598633 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -12416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12421.946289 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -12421.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12427.989258 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -12427.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12435.017578 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -12435.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12436.462891 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -12436.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12436.926758 Penalty: 474.559143
	Iteration 10Q: 3 clusters Score -12436.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12438.471680 Penalty: 474.559143
	Iteration 11Q: 3 clusters Score -12438.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12444.665039 Penalty: 474.559143
	Iteration 12Q: 3 clusters Score -12444.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12450.479492 Penalty: 474.559143
	Iteration 13Q: 3 clusters Score -12450.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12453.172852 Penalty: 474.559143
	Iteration 14Q: 3 clusters Score -12453.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12456.185547 Penalty: 474.559143
	Iteration 15Q: 3 clusters Score -12456.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12457.375000 Penalty: 474.559143
	Iteration 16Q: 3 clusters Score -12457.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12461.187500 Penalty: 474.559143
	Iteration 17Q: 3 clusters Score -12461.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12462.672852 Penalty: 474.559143
	Iteration 18Q: 3 clusters Score -12462.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12462.672852 Penalty: 474.559143
	Iteration 19F: 3 clusters Score -12462.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -27866.615234 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -27866.62 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 230 members 
Entering Unmasked Estep 
Score: -27390.630859 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -27390.63 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27616.871094 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -27616.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27711.560547 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -27711.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27746.873047 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -27746.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27778.976562 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -27778.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27794.376953 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -27794.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27811.460938 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -27811.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27823.439453 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -27823.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27830.697266 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -27830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27833.433594 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -27833.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27836.716797 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -27836.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27839.335938 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -27839.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27839.669922 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -27839.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27840.921875 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -27840.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27843.933594 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -27843.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27843.933594 Penalty: 563.132019
	Iteration 15F: 3 clusters Score -27843.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -5573.002930 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -5573.003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5379.175293 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -5379.175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5439.274414 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -5439.274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5491.496094 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -5491.496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5496.201660 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -5496.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5496.201660 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -5496.202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -33713.226562 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -33713.23 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 243 members 
Entering Unmasked Estep 
Score: -33252.246094 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -33252.25 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33387.976562 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -33387.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33430.886719 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -33430.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33465.289062 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -33465.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33475.761719 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -33475.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -33480.375000 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -33480.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33485.515625 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -33485.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33491.253906 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -33491.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33497.156250 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -33497.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33498.574219 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -33498.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33498.574219 Penalty: 558.139221
	Iteration 10F: 3 clusters Score -33498.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -23415.183594 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -23415.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23007.367188 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -23007.37 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23114.123047 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -23114.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23141.394531 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -23141.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23155.818359 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -23155.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23165.677734 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -23165.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23169.662109 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -23169.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23172.835938 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -23172.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23174.201172 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -23174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23174.759766 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -23174.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23174.759766 Penalty: 538.863647
	Iteration 9F: 3 clusters Score -23174.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -59580.320312 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -59580.32 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 464 members 
Entering Unmasked Estep 
Score: -58813.015625 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -58813.02 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59041.750000 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -59041.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -59092.988281 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -59092.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -59131.007812 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -59131.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59159.785156 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -59159.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59175.863281 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -59175.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59192.195312 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -59192.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59219.082031 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -59219.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -59242.265625 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -59242.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59260.203125 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -59260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59278.093750 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -59278.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59296.253906 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -59296.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59314.882812 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -59314.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59346.210938 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -59346.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59374.890625 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -59374.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59403.632812 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -59403.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59417.425781 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -59417.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59421.812500 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -59421.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59423.246094 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -59423.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59425.488281 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -59425.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59429.722656 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -59429.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59432.632812 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -59432.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59434.542969 Penalty: 620.720764
	Iteration 22Q: 3 clusters Score -59434.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59435.257812 Penalty: 620.720764
	Iteration 23Q: 3 clusters Score -59435.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59436.000000 Penalty: 620.720764
	Iteration 24Q: 3 clusters Score -59436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59436.523438 Penalty: 620.720764
	Iteration 25Q: 3 clusters Score -59436.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59437.039062 Penalty: 620.720764
	Iteration 26Q: 3 clusters Score -59437.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59437.550781 Penalty: 620.720764
	Iteration 27Q: 3 clusters Score -59437.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59438.015625 Penalty: 620.720764
	Iteration 28Q: 3 clusters Score -59438.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59438.179688 Penalty: 620.720764
	Iteration 29Q: 3 clusters Score -59438.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59438.183594 Penalty: 620.720764
	Iteration 30Q: 3 clusters Score -59438.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59438.183594 Penalty: 620.720764
	Iteration 31F: 3 clusters Score -59438.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -38751.875000 Penalty: 295.945099
	Iteration 0F: 2 clusters Score -38751.88 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 337 members 
Entering Unmasked Estep 
Score: -38154.132812 Penalty: 591.890198
	Iteration 0F: 3 clusters Score -38154.13 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38296.082031 Penalty: 591.890198
	Iteration 1F: 3 clusters Score -38296.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -38319.878906 Penalty: 591.890198
	Iteration 2F: 3 clusters Score -38319.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38349.593750 Penalty: 591.890198
	Iteration 3Q: 3 clusters Score -38349.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38394.601562 Penalty: 591.890198
	Iteration 4F: 3 clusters Score -38394.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38461.718750 Penalty: 591.890198
	Iteration 5F: 3 clusters Score -38461.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38541.664062 Penalty: 591.890198
	Iteration 6F: 3 clusters Score -38541.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38615.019531 Penalty: 591.890198
	Iteration 7F: 3 clusters Score -38615.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38649.839844 Penalty: 591.890198
	Iteration 8F: 3 clusters Score -38649.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38670.343750 Penalty: 591.890198
	Iteration 9Q: 3 clusters Score -38670.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38685.109375 Penalty: 591.890198
	Iteration 10Q: 3 clusters Score -38685.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38693.867188 Penalty: 591.890198
	Iteration 11Q: 3 clusters Score -38693.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38704.582031 Penalty: 591.890198
	Iteration 12Q: 3 clusters Score -38704.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38708.808594 Penalty: 591.890198
	Iteration 13Q: 3 clusters Score -38708.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38713.734375 Penalty: 591.890198
	Iteration 14Q: 3 clusters Score -38713.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38715.417969 Penalty: 591.890198
	Iteration 15Q: 3 clusters Score -38715.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38716.929688 Penalty: 591.890198
	Iteration 16Q: 3 clusters Score -38716.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38718.355469 Penalty: 591.890198
	Iteration 17Q: 3 clusters Score -38718.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38718.941406 Penalty: 591.890198
	Iteration 18Q: 3 clusters Score -38718.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38719.253906 Penalty: 591.890198
	Iteration 19Q: 3 clusters Score -38719.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38719.253906 Penalty: 591.890198
	Iteration 20F: 3 clusters Score -38719.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -28934.146484 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -28934.15 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 222 members 
Entering Unmasked Estep 
Score: -28500.183594 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -28500.18 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28608.265625 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -28608.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28627.828125 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -28627.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28640.929688 Penalty: 556.143555
	Iteration 3Q: 3 clusters Score -28640.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28647.962891 Penalty: 556.143555
	Iteration 4Q: 3 clusters Score -28647.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28651.617188 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -28651.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28655.707031 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -28655.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28658.962891 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -28658.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28661.777344 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -28661.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28664.425781 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -28664.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28668.525391 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -28668.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28670.685547 Penalty: 556.143555
	Iteration 11Q: 3 clusters Score -28670.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28672.046875 Penalty: 556.143555
	Iteration 12Q: 3 clusters Score -28672.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28673.128906 Penalty: 556.143555
	Iteration 13Q: 3 clusters Score -28673.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28673.285156 Penalty: 556.143555
	Iteration 14Q: 3 clusters Score -28673.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28676.380859 Penalty: 556.143555
	Iteration 15Q: 3 clusters Score -28676.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28681.492188 Penalty: 556.143555
	Iteration 16Q: 3 clusters Score -28681.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28684.513672 Penalty: 556.143555
	Iteration 17Q: 3 clusters Score -28684.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28686.199219 Penalty: 556.143555
	Iteration 18Q: 3 clusters Score -28686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28689.783203 Penalty: 556.143555
	Iteration 19Q: 3 clusters Score -28689.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28698.630859 Penalty: 556.143555
	Iteration 20F: 3 clusters Score -28698.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28702.386719 Penalty: 556.143555
	Iteration 21Q: 3 clusters Score -28702.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28710.330078 Penalty: 556.143555
	Iteration 22Q: 3 clusters Score -28710.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28713.568359 Penalty: 556.143555
	Iteration 23Q: 3 clusters Score -28713.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28721.806641 Penalty: 556.143555
	Iteration 24Q: 3 clusters Score -28721.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28728.656250 Penalty: 556.143555
	Iteration 25Q: 3 clusters Score -28728.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28734.039062 Penalty: 556.143555
	Iteration 26Q: 3 clusters Score -28734.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28736.162109 Penalty: 556.143555
	Iteration 27Q: 3 clusters Score -28736.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28737.958984 Penalty: 556.143555
	Iteration 28Q: 3 clusters Score -28737.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28740.052734 Penalty: 556.143555
	Iteration 29Q: 3 clusters Score -28740.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28742.642578 Penalty: 556.143555
	Iteration 30Q: 3 clusters Score -28742.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28749.404297 Penalty: 556.143555
	Iteration 31Q: 3 clusters Score -28749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28756.423828 Penalty: 556.143555
	Iteration 32Q: 3 clusters Score -28756.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28763.437500 Penalty: 556.143555
	Iteration 33Q: 3 clusters Score -28763.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28767.953125 Penalty: 556.143555
	Iteration 34Q: 3 clusters Score -28767.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28771.660156 Penalty: 556.143555
	Iteration 35Q: 3 clusters Score -28771.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28774.242188 Penalty: 556.143555
	Iteration 36Q: 3 clusters Score -28774.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28777.054688 Penalty: 556.143555
	Iteration 37Q: 3 clusters Score -28777.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28778.771484 Penalty: 556.143555
	Iteration 38Q: 3 clusters Score -28778.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28780.218750 Penalty: 556.143555
	Iteration 39Q: 3 clusters Score -28780.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28782.900391 Penalty: 556.143555
	Iteration 40F: 3 clusters Score -28782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28783.337891 Penalty: 556.143555
	Iteration 41Q: 3 clusters Score -28783.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28787.330078 Penalty: 556.143555
	Iteration 42Q: 3 clusters Score -28787.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28791.021484 Penalty: 556.143555
	Iteration 43Q: 3 clusters Score -28791.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28796.343750 Penalty: 556.143555
	Iteration 44Q: 3 clusters Score -28796.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28798.875000 Penalty: 556.143555
	Iteration 45Q: 3 clusters Score -28798.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28800.654297 Penalty: 556.143555
	Iteration 46Q: 3 clusters Score -28800.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28803.751953 Penalty: 556.143555
	Iteration 47Q: 3 clusters Score -28803.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28809.251953 Penalty: 556.143555
	Iteration 48Q: 3 clusters Score -28809.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28818.503906 Penalty: 556.143555
	Iteration 49Q: 3 clusters Score -28818.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28824.050781 Penalty: 556.143555
	Iteration 50Q: 3 clusters Score -28824.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28832.175781 Penalty: 556.143555
	Iteration 51Q: 3 clusters Score -28832.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28838.408203 Penalty: 556.143555
	Iteration 52Q: 3 clusters Score -28838.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28841.277344 Penalty: 556.143555
	Iteration 53Q: 3 clusters Score -28841.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28841.949219 Penalty: 556.143555
	Iteration 54Q: 3 clusters Score -28841.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28841.949219 Penalty: 556.143555
	Iteration 55F: 3 clusters Score -28841.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -22003.455078 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -22003.46 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 182 members 
Entering Unmasked Estep 
Score: -21595.734375 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21595.73 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21702.279297 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21702.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21737.007812 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21737.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21769.468750 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -21769.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21800.154297 Penalty: 533.848572
	Iteration 4F: 3 clusters Score -21800.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21823.369141 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21823.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21833.279297 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21833.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21839.849609 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21839.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21843.544922 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21843.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21844.955078 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21844.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21846.462891 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21846.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21846.857422 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21846.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21846.857422 Penalty: 533.848572
	Iteration 12F: 3 clusters Score -21846.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -9089.080078 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -9089.08 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 116 members 
Entering Unmasked Estep 
Score: -8802.419922 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -8802.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8892.646484 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -8892.646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8920.989258 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -8920.989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8925.959961 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -8925.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8927.728516 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -8927.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8927.728516 Penalty: 487.449371
	Iteration 5F: 3 clusters Score -8927.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3425.874756 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3425.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3264.328125 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3264.328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3311.521240 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3311.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3339.565186 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3339.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3339.565186 Penalty: 396.460510
	Iteration 3F: 3 clusters Score -3339.565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -9189.639648 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -9189.64 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 72 members 
Entering Unmasked Estep 
Score: -8957.083984 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8957.084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9021.532227 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -9021.532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9073.911133 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -9073.911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9099.692383 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -9099.692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9107.239258 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -9107.239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9118.708984 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -9118.709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9166.573242 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -9166.573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9174.957031 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -9174.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9174.716797 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -9174.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9197.028320 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -9197.028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9197.028320 Penalty: 456.572449
	Iteration 10F: 3 clusters Score -9197.028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 104 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 47 members 
Entering Unmasked Estep 
Score: -53297836.000000 Penalty: 50520.957031
Splitting cluster 52 changes total score from -53298192.000000 to -53297836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -66722.148438 Penalty: 315.691925
	Iteration 0F: 2 clusters Score -66722.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65875.289062 Penalty: 631.383850
	Iteration 0F: 3 clusters Score -65875.29 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -66146.375000 Penalty: 631.383850
	Iteration 1F: 3 clusters Score -66146.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66226.484375 Penalty: 631.383850
	Iteration 2F: 3 clusters Score -66226.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66267.257812 Penalty: 631.383850
	Iteration 3F: 3 clusters Score -66267.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66291.882812 Penalty: 631.383850
	Iteration 4Q: 3 clusters Score -66291.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66312.203125 Penalty: 631.383850
	Iteration 5Q: 3 clusters Score -66312.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66327.039062 Penalty: 631.383850
	Iteration 6Q: 3 clusters Score -66327.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66338.710938 Penalty: 631.383850
	Iteration 7Q: 3 clusters Score -66338.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66346.132812 Penalty: 631.383850
	Iteration 8Q: 3 clusters Score -66346.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66353.796875 Penalty: 631.383850
	Iteration 9Q: 3 clusters Score -66353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66360.421875 Penalty: 631.383850
	Iteration 10Q: 3 clusters Score -66360.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -66365.234375 Penalty: 631.383850
	Iteration 11Q: 3 clusters Score -66365.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66370.039062 Penalty: 631.383850
	Iteration 12Q: 3 clusters Score -66370.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66373.500000 Penalty: 631.383850
	Iteration 13Q: 3 clusters Score -66373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66375.101562 Penalty: 631.383850
	Iteration 14Q: 3 clusters Score -66375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66375.445312 Penalty: 631.383850
	Iteration 15Q: 3 clusters Score -66375.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66375.750000 Penalty: 631.383850
	Iteration 16Q: 3 clusters Score -66375.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66376.351562 Penalty: 631.383850
	Iteration 17Q: 3 clusters Score -66376.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66378.773438 Penalty: 631.383850
	Iteration 18Q: 3 clusters Score -66378.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -66381.789062 Penalty: 631.383850
	Iteration 19Q: 3 clusters Score -66381.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -66384.484375 Penalty: 631.383850
	Iteration 20F: 3 clusters Score -66384.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66388.343750 Penalty: 631.383850
	Iteration 21Q: 3 clusters Score -66388.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66391.296875 Penalty: 631.383850
	Iteration 22Q: 3 clusters Score -66391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -66392.156250 Penalty: 631.383850
	Iteration 23Q: 3 clusters Score -66392.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -66393.328125 Penalty: 631.383850
	Iteration 24Q: 3 clusters Score -66393.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66394.859375 Penalty: 631.383850
	Iteration 25Q: 3 clusters Score -66394.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -66396.031250 Penalty: 631.383850
	Iteration 26Q: 3 clusters Score -66396.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66397.976562 Penalty: 631.383850
	Iteration 27Q: 3 clusters Score -66397.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66400.453125 Penalty: 631.383850
	Iteration 28Q: 3 clusters Score -66400.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66404.039062 Penalty: 631.383850
	Iteration 29Q: 3 clusters Score -66404.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -66405.671875 Penalty: 631.383850
	Iteration 30Q: 3 clusters Score -66405.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -66406.398438 Penalty: 631.383850
	Iteration 31Q: 3 clusters Score -66406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -66406.625000 Penalty: 631.383850
	Iteration 32Q: 3 clusters Score -66406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -66406.625000 Penalty: 631.383850
	Iteration 33F: 3 clusters Score -66406.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -46001.480469 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -46001.48 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 370 members 
Entering Unmasked Estep 
Score: -45364.531250 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -45364.53 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -45561.187500 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -45561.19 nChanged 68
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: -45641.265625 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -45641.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45666.937500 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -45666.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -45691.679688 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -45691.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -45718.277344 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -45718.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45737.765625 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -45737.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45762.472656 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -45762.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45774.589844 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -45774.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45780.679688 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -45780.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45785.859375 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -45785.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45792.027344 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -45792.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -45797.546875 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -45797.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45802.699219 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -45802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -45804.218750 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -45804.22 nChanged 1
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: -45804.535156 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -45804.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -45804.824219 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -45804.82 nChanged 1
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: -45805.144531 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -45805.14 nChanged 0
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: -45805.144531 Penalty: 598.711853
	Iteration 18F: 3 clusters Score -45805.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -12517.358398 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -12517.36 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: -12224.392578 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -12224.39 nChanged 64
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: -12304.721680 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -12304.72 nChanged 17
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: -12354.163086 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -12354.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12405.381836 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -12405.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12483.937500 Penalty: 486.152405
	Iteration 4F: 3 clusters Score -12483.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12565.576172 Penalty: 486.152405
	Iteration 5F: 3 clusters Score -12565.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12645.437500 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -12645.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12652.840820 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -12652.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12652.840820 Penalty: 486.152405
	Iteration 8F: 3 clusters Score -12652.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 134 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 75 members 
Entering Unmasked Estep 
Score: -53297992.000000 Penalty: 50520.957031
Splitting cluster 55 changes total score from -53298192.000000 to -53297992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (81192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Entering Unmasked Estep 
Score: -5024555.000000 Penalty: 514.358032
	Iteration 0F: 2 clusters Score -5024555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4970184.500000 Penalty: 1028.716064
	Iteration 0F: 3 clusters Score -4970184 nChanged 39393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -4994220.000000 Penalty: 1028.716064
	Iteration 1F: 3 clusters Score -4994220 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -4995768.000000 Penalty: 1028.716064
	Iteration 2Q: 3 clusters Score -4995768 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -4998132.500000 Penalty: 1028.716064
	Iteration 3F: 3 clusters Score -4998132 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -5002063.500000 Penalty: 1028.716064
	Iteration 4F: 3 clusters Score -5002064 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -5007249.500000 Penalty: 1028.716064
	Iteration 5F: 3 clusters Score -5007250 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -5011610.500000 Penalty: 1028.716064
	Iteration 6F: 3 clusters Score -5011610 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -5013594.000000 Penalty: 1028.716064
	Iteration 7Q: 3 clusters Score -5013594 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -5014584.500000 Penalty: 1028.716064
	Iteration 8Q: 3 clusters Score -5014584 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -5015284.000000 Penalty: 1028.716064
	Iteration 9Q: 3 clusters Score -5015284 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -5015985.000000 Penalty: 1028.716064
	Iteration 10Q: 3 clusters Score -5015985 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -5016717.500000 Penalty: 1028.716064
	Iteration 11Q: 3 clusters Score -5016718 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -5017602.000000 Penalty: 1028.716064
	Iteration 12Q: 3 clusters Score -5017602 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -5018386.000000 Penalty: 1028.716064
	Iteration 13Q: 3 clusters Score -5018386 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -5019232.000000 Penalty: 1028.716064
	Iteration 14Q: 3 clusters Score -5019232 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -5020039.500000 Penalty: 1028.716064
	Iteration 15Q: 3 clusters Score -5020040 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -5020870.500000 Penalty: 1028.716064
	Iteration 16Q: 3 clusters Score -5020870 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -5021607.000000 Penalty: 1028.716064
	Iteration 17Q: 3 clusters Score -5021607 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -5022231.500000 Penalty: 1028.716064
	Iteration 18Q: 3 clusters Score -5022232 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -5022799.500000 Penalty: 1028.716064
	Iteration 19Q: 3 clusters Score -5022800 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -5023166.000000 Penalty: 1028.716064
	Iteration 20F: 3 clusters Score -5023166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -5023456.500000 Penalty: 1028.716064
	Iteration 21Q: 3 clusters Score -5023456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -5023603.000000 Penalty: 1028.716064
	Iteration 22Q: 3 clusters Score -5023603 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -5023697.500000 Penalty: 1028.716064
	Iteration 23Q: 3 clusters Score -5023698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -5023774.500000 Penalty: 1028.716064
	Iteration 24Q: 3 clusters Score -5023774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -5023854.500000 Penalty: 1028.716064
	Iteration 25Q: 3 clusters Score -5023854 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -5023920.500000 Penalty: 1028.716064
	Iteration 26Q: 3 clusters Score -5023920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -5023953.500000 Penalty: 1028.716064
	Iteration 27Q: 3 clusters Score -5023954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -5023982.500000 Penalty: 1028.716064
	Iteration 28Q: 3 clusters Score -5023982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -5023986.500000 Penalty: 1028.716064
	Iteration 29Q: 3 clusters Score -5023986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -5024017.000000 Penalty: 1028.716064
	Iteration 30Q: 3 clusters Score -5024017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -5024032.000000 Penalty: 1028.716064
	Iteration 31Q: 3 clusters Score -5024032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -5024040.000000 Penalty: 1028.716064
	Iteration 32Q: 3 clusters Score -5024040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -5024050.000000 Penalty: 1028.716064
	Iteration 33Q: 3 clusters Score -5024050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -5024066.000000 Penalty: 1028.716064
	Iteration 34Q: 3 clusters Score -5024066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -5024068.000000 Penalty: 1028.716064
	Iteration 35Q: 3 clusters Score -5024068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -5024075.500000 Penalty: 1028.716064
	Iteration 36Q: 3 clusters Score -5024076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -5024084.000000 Penalty: 1028.716064
	Iteration 37Q: 3 clusters Score -5024084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -5024091.500000 Penalty: 1028.716064
	Iteration 38Q: 3 clusters Score -5024092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -5024101.000000 Penalty: 1028.716064
	Iteration 39Q: 3 clusters Score -5024101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -5024105.000000 Penalty: 1028.716064
	Iteration 40F: 3 clusters Score -5024105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -5024119.000000 Penalty: 1028.716064
	Iteration 41Q: 3 clusters Score -5024119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -5024126.000000 Penalty: 1028.716064
	Iteration 42Q: 3 clusters Score -5024126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -5024133.000000 Penalty: 1028.716064
	Iteration 43Q: 3 clusters Score -5024133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -5024137.000000 Penalty: 1028.716064
	Iteration 44Q: 3 clusters Score -5024137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -5024142.500000 Penalty: 1028.716064
	Iteration 45Q: 3 clusters Score -5024142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -5024154.000000 Penalty: 1028.716064
	Iteration 46Q: 3 clusters Score -5024154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -5024159.000000 Penalty: 1028.716064
	Iteration 47Q: 3 clusters Score -5024159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -5024163.000000 Penalty: 1028.716064
	Iteration 48Q: 3 clusters Score -5024163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -5024161.000000 Penalty: 1028.716064
	Iteration 49Q: 3 clusters Score -5024161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -5024165.500000 Penalty: 1028.716064
	Iteration 50Q: 3 clusters Score -5024166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -5024165.500000 Penalty: 1028.716064
	Iteration 51Q: 3 clusters Score -5024166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -5024165.000000 Penalty: 1028.716064
	Iteration 52Q: 3 clusters Score -5024165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -5024164.500000 Penalty: 1028.716064
	Iteration 53Q: 3 clusters Score -5024164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -5024161.000000 Penalty: 1028.716064
	Iteration 54Q: 3 clusters Score -5024161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -5024161.000000 Penalty: 1028.716064
	Iteration 55Q: 3 clusters Score -5024161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -5024160.000000 Penalty: 1028.716064
	Iteration 56Q: 3 clusters Score -5024160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -5024163.500000 Penalty: 1028.716064
	Iteration 57Q: 3 clusters Score -5024164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -5024168.000000 Penalty: 1028.716064
	Iteration 58Q: 3 clusters Score -5024168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -5024168.500000 Penalty: 1028.716064
	Iteration 59Q: 3 clusters Score -5024168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -5024166.500000 Penalty: 1028.716064
	Iteration 60F: 3 clusters Score -5024166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -5024165.500000 Penalty: 1028.716064
	Iteration 61Q: 3 clusters Score -5024166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -5024162.500000 Penalty: 1028.716064
	Iteration 62Q: 3 clusters Score -5024162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -5024162.500000 Penalty: 1028.716064
	Iteration 63F: 3 clusters Score -5024162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11180.282227 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11180.28 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 97 members 
Entering Unmasked Estep 
Score: -10897.131836 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10897.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10986.891602 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10986.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11004.776367 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -11004.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11017.877930 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11017.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11023.811523 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11023.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11024.343750 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11024.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11024.343750 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -11024.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11133.524414 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11133.52 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 102 members 
Entering Unmasked Estep 
Score: -10846.375000 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10846.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10916.929688 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10916.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10951.246094 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10951.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10964.836914 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10964.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10993.927734 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10993.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11026.279297 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11026.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11076.964844 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11076.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11115.717773 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -11115.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11148.317383 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11148.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11158.591797 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11158.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11161.200195 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -11161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11161.200195 Penalty: 485.277405
	Iteration 11F: 3 clusters Score -11161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 139 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 68 members 
Entering Unmasked Estep 
Score: -53297892.000000 Penalty: 50520.957031
Splitting cluster 58 changes total score from -53298192.000000 to -53297892.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -15667.730469 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -15667.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15364.226562 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -15364.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15499.648438 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -15499.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15535.476562 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -15535.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15539.568359 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -15539.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15539.568359 Penalty: 501.722015
	Iteration 4F: 3 clusters Score -15539.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -24220.013672 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24220.01 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 194 members 
Entering Unmasked Estep 
Score: -23824.074219 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -23824.07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23917.164062 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -23917.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23940.917969 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -23940.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23958.765625 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -23958.77 nChanged 13
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: -23972.269531 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -23972.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23984.572266 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -23984.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23992.375000 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -23992.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24005.753906 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -24005.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24013.732422 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -24013.73 nChanged 7
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: -24020.150391 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -24020.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24029.726562 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -24029.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24036.726562 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -24036.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24042.664062 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -24042.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24046.451172 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -24046.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24052.681641 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -24052.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24052.681641 Penalty: 543.384827
	Iteration 15F: 3 clusters Score -24052.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -9938.921875 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9938.922 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 93 members 
Entering Unmasked Estep 
Score: -9663.285156 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9663.285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9805.169922 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9805.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9867.828125 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9867.828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9901.097656 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -9901.098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9917.179688 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -9917.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9925.859375 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -9925.859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9931.495117 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -9931.495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9938.076172 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -9938.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9938.964844 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -9938.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9940.266602 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -9940.267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9941.699219 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -9941.699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9943.443359 Penalty: 478.904785
	Iteration 11Q: 3 clusters Score -9943.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9942.245117 Penalty: 478.904785
	Iteration 12Q: 3 clusters Score -9942.245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9946.705078 Penalty: 478.904785
	Iteration 13Q: 3 clusters Score -9946.705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9949.232422 Penalty: 478.904785
	Iteration 14Q: 3 clusters Score -9949.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9950.359375 Penalty: 478.904785
	Iteration 15Q: 3 clusters Score -9950.359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9950.359375 Penalty: 478.904785
	Iteration 16F: 3 clusters Score -9950.359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 100 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 96063 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 93 members 
Entering Unmasked Estep 
Score: -53297840.000000 Penalty: 50520.957031
Splitting cluster 61 changes total score from -53298192.000000 to -53297840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -6521.248047 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -6521.248 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 64 members 
Entering Unmasked Estep 
Score: -6313.146973 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -6313.147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6405.513672 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -6405.514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6418.315430 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -6418.315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6422.988281 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -6422.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6424.154785 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -6424.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6425.370117 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -6425.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6425.370117 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -6425.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -126448.265625 Penalty: 345.153381
	Iteration 0F: 2 clusters Score -126448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -125020.562500 Penalty: 690.306763
	Iteration 0F: 3 clusters Score -125020.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125545.476562 Penalty: 690.306763
	Iteration 1F: 3 clusters Score -125545.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -125721.085938 Penalty: 690.306763
	Iteration 2F: 3 clusters Score -125721.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -125885.117188 Penalty: 690.306763
	Iteration 3F: 3 clusters Score -125885.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -126010.484375 Penalty: 690.306763
	Iteration 4F: 3 clusters Score -126010.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -126081.656250 Penalty: 690.306763
	Iteration 5F: 3 clusters Score -126081.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -126106.007812 Penalty: 690.306763
	Iteration 6Q: 3 clusters Score -126106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -126121.078125 Penalty: 690.306763
	Iteration 7Q: 3 clusters Score -126121.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -126129.960938 Penalty: 690.306763
	Iteration 8Q: 3 clusters Score -126130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -126136.273438 Penalty: 690.306763
	Iteration 9Q: 3 clusters Score -126136.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -126140.390625 Penalty: 690.306763
	Iteration 10Q: 3 clusters Score -126140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -126142.117188 Penalty: 690.306763
	Iteration 11Q: 3 clusters Score -126142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -126142.570312 Penalty: 690.306763
	Iteration 12Q: 3 clusters Score -126142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -126143.328125 Penalty: 690.306763
	Iteration 13Q: 3 clusters Score -126143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -126145.046875 Penalty: 690.306763
	Iteration 14Q: 3 clusters Score -126145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -126146.140625 Penalty: 690.306763
	Iteration 15Q: 3 clusters Score -126146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -126147.171875 Penalty: 690.306763
	Iteration 16Q: 3 clusters Score -126147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -126148.492188 Penalty: 690.306763
	Iteration 17Q: 3 clusters Score -126148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -126152.140625 Penalty: 690.306763
	Iteration 18Q: 3 clusters Score -126152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -126158.882812 Penalty: 690.306763
	Iteration 19Q: 3 clusters Score -126158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -126168.921875 Penalty: 690.306763
	Iteration 20F: 3 clusters Score -126168.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -126172.804688 Penalty: 690.306763
	Iteration 21Q: 3 clusters Score -126172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -126176.437500 Penalty: 690.306763
	Iteration 22Q: 3 clusters Score -126176.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -126181.515625 Penalty: 690.306763
	Iteration 23Q: 3 clusters Score -126181.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -126186.046875 Penalty: 690.306763
	Iteration 24Q: 3 clusters Score -126186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -126190.507812 Penalty: 690.306763
	Iteration 25Q: 3 clusters Score -126190.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -126194.828125 Penalty: 690.306763
	Iteration 26Q: 3 clusters Score -126194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -126198.007812 Penalty: 690.306763
	Iteration 27Q: 3 clusters Score -126198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -126201.125000 Penalty: 690.306763
	Iteration 28Q: 3 clusters Score -126201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -126203.007812 Penalty: 690.306763
	Iteration 29Q: 3 clusters Score -126203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -126204.867188 Penalty: 690.306763
	Iteration 30Q: 3 clusters Score -126204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -126207.421875 Penalty: 690.306763
	Iteration 31Q: 3 clusters Score -126207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -126208.757812 Penalty: 690.306763
	Iteration 32Q: 3 clusters Score -126208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -126211.765625 Penalty: 690.306763
	Iteration 33Q: 3 clusters Score -126211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -126216.632812 Penalty: 690.306763
	Iteration 34Q: 3 clusters Score -126216.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -126225.898438 Penalty: 690.306763
	Iteration 35Q: 3 clusters Score -126225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -126237.812500 Penalty: 690.306763
	Iteration 36Q: 3 clusters Score -126237.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -126250.664062 Penalty: 690.306763
	Iteration 37Q: 3 clusters Score -126250.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -126257.000000 Penalty: 690.306763
	Iteration 38Q: 3 clusters Score -126257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -126259.976562 Penalty: 690.306763
	Iteration 39Q: 3 clusters Score -126260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -126261.992188 Penalty: 690.306763
	Iteration 40F: 3 clusters Score -126262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -126262.328125 Penalty: 690.306763
	Iteration 41Q: 3 clusters Score -126262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -126262.687500 Penalty: 690.306763
	Iteration 42Q: 3 clusters Score -126262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -126262.585938 Penalty: 690.306763
	Iteration 43Q: 3 clusters Score -126262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -126262.585938 Penalty: 690.306763
	Iteration 44F: 3 clusters Score -126262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -19289.927734 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19289.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18951.097656 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18951.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19071.728516 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19071.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19093.982422 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19093.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19107.636719 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19107.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19122.113281 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19122.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19136.863281 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19136.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19147.748047 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19147.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19152.351562 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19152.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19154.359375 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19154.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19155.103516 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19155.781250 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19155.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19155.781250 Penalty: 522.904541
	Iteration 11F: 3 clusters Score -19155.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (96063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Entering Unmasked Estep 
Score: -5892857.000000 Penalty: 522.010559
	Iteration 0F: 2 clusters Score -5892857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5828731.000000 Penalty: 1044.021118
	Iteration 0F: 3 clusters Score -5828731 nChanged 46877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -5857199.000000 Penalty: 1044.021118
	Iteration 1F: 3 clusters Score -5857199 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -5858318.500000 Penalty: 1044.021118
	Iteration 2Q: 3 clusters Score -5858318 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -5860050.500000 Penalty: 1044.021118
	Iteration 3Q: 3 clusters Score -5860050 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -5863235.500000 Penalty: 1044.021118
	Iteration 4F: 3 clusters Score -5863236 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -5868831.000000 Penalty: 1044.021118
	Iteration 5F: 3 clusters Score -5868831 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5874762.500000 Penalty: 1044.021118
	Iteration 6F: 3 clusters Score -5874762 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -5877627.000000 Penalty: 1044.021118
	Iteration 7F: 3 clusters Score -5877627 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -5878519.000000 Penalty: 1044.021118
	Iteration 8Q: 3 clusters Score -5878519 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -5878884.500000 Penalty: 1044.021118
	Iteration 9Q: 3 clusters Score -5878884 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -5879143.000000 Penalty: 1044.021118
	Iteration 10Q: 3 clusters Score -5879143 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -5879441.000000 Penalty: 1044.021118
	Iteration 11Q: 3 clusters Score -5879441 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -5879726.000000 Penalty: 1044.021118
	Iteration 12Q: 3 clusters Score -5879726 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -5880095.500000 Penalty: 1044.021118
	Iteration 13Q: 3 clusters Score -5880096 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -5880466.000000 Penalty: 1044.021118
	Iteration 14Q: 3 clusters Score -5880466 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -5880950.000000 Penalty: 1044.021118
	Iteration 15Q: 3 clusters Score -5880950 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5881427.000000 Penalty: 1044.021118
	Iteration 16Q: 3 clusters Score -5881427 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -5881971.500000 Penalty: 1044.021118
	Iteration 17Q: 3 clusters Score -5881972 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -5882465.000000 Penalty: 1044.021118
	Iteration 18Q: 3 clusters Score -5882465 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -5883041.000000 Penalty: 1044.021118
	Iteration 19Q: 3 clusters Score -5883041 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -5883598.500000 Penalty: 1044.021118
	Iteration 20F: 3 clusters Score -5883598 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -5884234.500000 Penalty: 1044.021118
	Iteration 21Q: 3 clusters Score -5884234 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -5884886.000000 Penalty: 1044.021118
	Iteration 22Q: 3 clusters Score -5884886 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -5885619.000000 Penalty: 1044.021118
	Iteration 23Q: 3 clusters Score -5885619 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -5886538.000000 Penalty: 1044.021118
	Iteration 24Q: 3 clusters Score -5886538 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -5887561.500000 Penalty: 1044.021118
	Iteration 25Q: 3 clusters Score -5887562 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -5888694.000000 Penalty: 1044.021118
	Iteration 26Q: 3 clusters Score -5888694 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -5889883.000000 Penalty: 1044.021118
	Iteration 27Q: 3 clusters Score -5889883 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -5890687.000000 Penalty: 1044.021118
	Iteration 28Q: 3 clusters Score -5890687 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -5891236.000000 Penalty: 1044.021118
	Iteration 29Q: 3 clusters Score -5891236 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -5891572.500000 Penalty: 1044.021118
	Iteration 30Q: 3 clusters Score -5891572 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -5891753.500000 Penalty: 1044.021118
	Iteration 31Q: 3 clusters Score -5891754 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -5891849.500000 Penalty: 1044.021118
	Iteration 32Q: 3 clusters Score -5891850 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -5891903.000000 Penalty: 1044.021118
	Iteration 33Q: 3 clusters Score -5891903 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -5891941.000000 Penalty: 1044.021118
	Iteration 34Q: 3 clusters Score -5891941 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -5891971.500000 Penalty: 1044.021118
	Iteration 35Q: 3 clusters Score -5891972 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -5891967.000000 Penalty: 1044.021118
	Iteration 36Q: 3 clusters Score -5891967 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -5891976.000000 Penalty: 1044.021118
	Iteration 37Q: 3 clusters Score -5891976 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -5891968.500000 Penalty: 1044.021118
	Iteration 38Q: 3 clusters Score -5891968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -5891963.500000 Penalty: 1044.021118
	Iteration 39Q: 3 clusters Score -5891964 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -5892019.000000 Penalty: 1044.021118
	Iteration 40F: 3 clusters Score -5892019 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -5892014.500000 Penalty: 1044.021118
	Iteration 41Q: 3 clusters Score -5892014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -5892009.500000 Penalty: 1044.021118
	Iteration 42Q: 3 clusters Score -5892010 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -5892019.500000 Penalty: 1044.021118
	Iteration 43Q: 3 clusters Score -5892020 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -5892039.500000 Penalty: 1044.021118
	Iteration 44Q: 3 clusters Score -5892040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -5892049.500000 Penalty: 1044.021118
	Iteration 45Q: 3 clusters Score -5892050 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5892063 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -5892074.500000 Penalty: 1044.021118
	Iteration 47Q: 3 clusters Score -5892074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5892067 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -5892066.000000 Penalty: 1044.021118
	Iteration 49Q: 3 clusters Score -5892066 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -5892083.000000 Penalty: 1044.021118
	Iteration 50Q: 3 clusters Score -5892083 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -5892076.500000 Penalty: 1044.021118
	Iteration 51Q: 3 clusters Score -5892076 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -5892095.000000 Penalty: 1044.021118
	Iteration 52Q: 3 clusters Score -5892095 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -5892111.500000 Penalty: 1044.021118
	Iteration 53Q: 3 clusters Score -5892112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -5892128.500000 Penalty: 1044.021118
	Iteration 54Q: 3 clusters Score -5892128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -5892134.500000 Penalty: 1044.021118
	Iteration 55Q: 3 clusters Score -5892134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -5892141.000000 Penalty: 1044.021118
	Iteration 56Q: 3 clusters Score -5892141 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -5892137.500000 Penalty: 1044.021118
	Iteration 57Q: 3 clusters Score -5892138 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -5892157.500000 Penalty: 1044.021118
	Iteration 58Q: 3 clusters Score -5892158 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -5892171.000000 Penalty: 1044.021118
	Iteration 59Q: 3 clusters Score -5892171 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -5892170.500000 Penalty: 1044.021118
	Iteration 60F: 3 clusters Score -5892170 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -5892218.000000 Penalty: 1044.021118
	Iteration 61Q: 3 clusters Score -5892218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -5892215.000000 Penalty: 1044.021118
	Iteration 62Q: 3 clusters Score -5892215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -5892234.000000 Penalty: 1044.021118
	Iteration 63Q: 3 clusters Score -5892234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -5892247.500000 Penalty: 1044.021118
	Iteration 64Q: 3 clusters Score -5892248 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -5892243.000000 Penalty: 1044.021118
	Iteration 65Q: 3 clusters Score -5892243 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -5892256.000000 Penalty: 1044.021118
	Iteration 66Q: 3 clusters Score -5892256 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -5892250.500000 Penalty: 1044.021118
	Iteration 67Q: 3 clusters Score -5892250 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -5892239.500000 Penalty: 1044.021118
	Iteration 68Q: 3 clusters Score -5892240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -5892229.000000 Penalty: 1044.021118
	Iteration 69Q: 3 clusters Score -5892229 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -5892232.000000 Penalty: 1044.021118
	Iteration 70Q: 3 clusters Score -5892232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -5892242.500000 Penalty: 1044.021118
	Iteration 71Q: 3 clusters Score -5892242 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -5892265.500000 Penalty: 1044.021118
	Iteration 72Q: 3 clusters Score -5892266 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -5892277.500000 Penalty: 1044.021118
	Iteration 73Q: 3 clusters Score -5892278 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5892278 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -5892279.500000 Penalty: 1044.021118
	Iteration 75Q: 3 clusters Score -5892280 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -5892275.500000 Penalty: 1044.021118
	Iteration 76Q: 3 clusters Score -5892276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -5892281.500000 Penalty: 1044.021118
	Iteration 77Q: 3 clusters Score -5892282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -5892307.000000 Penalty: 1044.021118
	Iteration 78Q: 3 clusters Score -5892307 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -5892297.500000 Penalty: 1044.021118
	Iteration 79Q: 3 clusters Score -5892298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -5892291.500000 Penalty: 1044.021118
	Iteration 80F: 3 clusters Score -5892292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -5892301.000000 Penalty: 1044.021118
	Iteration 81Q: 3 clusters Score -5892301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -5892286.000000 Penalty: 1044.021118
	Iteration 82Q: 3 clusters Score -5892286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -5892267.000000 Penalty: 1044.021118
	Iteration 83Q: 3 clusters Score -5892267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -5892269.000000 Penalty: 1044.021118
	Iteration 84Q: 3 clusters Score -5892269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -5892257.000000 Penalty: 1044.021118
	Iteration 85Q: 3 clusters Score -5892257 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -5892271.000000 Penalty: 1044.021118
	Iteration 86Q: 3 clusters Score -5892271 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -5892289.500000 Penalty: 1044.021118
	Iteration 87Q: 3 clusters Score -5892290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -5892307.500000 Penalty: 1044.021118
	Iteration 88Q: 3 clusters Score -5892308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -5892318.000000 Penalty: 1044.021118
	Iteration 89Q: 3 clusters Score -5892318 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -5892342.500000 Penalty: 1044.021118
	Iteration 90Q: 3 clusters Score -5892342 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -5892351.500000 Penalty: 1044.021118
	Iteration 91Q: 3 clusters Score -5892352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -5892358.000000 Penalty: 1044.021118
	Iteration 92Q: 3 clusters Score -5892358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -5892361.000000 Penalty: 1044.021118
	Iteration 93Q: 3 clusters Score -5892361 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -5892382.000000 Penalty: 1044.021118
	Iteration 94Q: 3 clusters Score -5892382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -5892377.000000 Penalty: 1044.021118
	Iteration 95Q: 3 clusters Score -5892377 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -5892370.500000 Penalty: 1044.021118
	Iteration 96Q: 3 clusters Score -5892370 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -5892383.500000 Penalty: 1044.021118
	Iteration 97Q: 3 clusters Score -5892384 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -5892403.000000 Penalty: 1044.021118
	Iteration 98Q: 3 clusters Score -5892403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -5892423.500000 Penalty: 1044.021118
	Iteration 99Q: 3 clusters Score -5892424 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -5892429.500000 Penalty: 1044.021118
	Iteration 100F: 3 clusters Score -5892430 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -5892443.000000 Penalty: 1044.021118
	Iteration 101Q: 3 clusters Score -5892443 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -5892444.500000 Penalty: 1044.021118
	Iteration 102Q: 3 clusters Score -5892444 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -5892440.000000 Penalty: 1044.021118
	Iteration 103Q: 3 clusters Score -5892440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -5892449.000000 Penalty: 1044.021118
	Iteration 104Q: 3 clusters Score -5892449 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -5892436.000000 Penalty: 1044.021118
	Iteration 105Q: 3 clusters Score -5892436 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -5892433.000000 Penalty: 1044.021118
	Iteration 106Q: 3 clusters Score -5892433 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -5892447.000000 Penalty: 1044.021118
	Iteration 107Q: 3 clusters Score -5892447 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -5892459.500000 Penalty: 1044.021118
	Iteration 108Q: 3 clusters Score -5892460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -5892446.500000 Penalty: 1044.021118
	Iteration 109Q: 3 clusters Score -5892446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -5892467.000000 Penalty: 1044.021118
	Iteration 110Q: 3 clusters Score -5892467 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -5892468.500000 Penalty: 1044.021118
	Iteration 111Q: 3 clusters Score -5892468 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -5892470.500000 Penalty: 1044.021118
	Iteration 112Q: 3 clusters Score -5892470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -5892490.000000 Penalty: 1044.021118
	Iteration 113Q: 3 clusters Score -5892490 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -5892504.500000 Penalty: 1044.021118
	Iteration 114Q: 3 clusters Score -5892504 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -5892515.500000 Penalty: 1044.021118
	Iteration 115Q: 3 clusters Score -5892516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -5892536.000000 Penalty: 1044.021118
	Iteration 116Q: 3 clusters Score -5892536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -5892555.000000 Penalty: 1044.021118
	Iteration 117Q: 3 clusters Score -5892555 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -5892563.000000 Penalty: 1044.021118
	Iteration 118Q: 3 clusters Score -5892563 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -5892568.500000 Penalty: 1044.021118
	Iteration 119Q: 3 clusters Score -5892568 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -5892590.000000 Penalty: 1044.021118
	Iteration 120F: 3 clusters Score -5892590 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -5892577.000000 Penalty: 1044.021118
	Iteration 121Q: 3 clusters Score -5892577 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -5892570.000000 Penalty: 1044.021118
	Iteration 122Q: 3 clusters Score -5892570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -5892559.500000 Penalty: 1044.021118
	Iteration 123Q: 3 clusters Score -5892560 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -5892576.000000 Penalty: 1044.021118
	Iteration 124Q: 3 clusters Score -5892576 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -5892588.000000 Penalty: 1044.021118
	Iteration 125Q: 3 clusters Score -5892588 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -5892593.500000 Penalty: 1044.021118
	Iteration 126Q: 3 clusters Score -5892594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -5892587.500000 Penalty: 1044.021118
	Iteration 127Q: 3 clusters Score -5892588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -5892591.500000 Penalty: 1044.021118
	Iteration 128Q: 3 clusters Score -5892592 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -5892609.000000 Penalty: 1044.021118
	Iteration 129Q: 3 clusters Score -5892609 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -5892631.500000 Penalty: 1044.021118
	Iteration 130Q: 3 clusters Score -5892632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -5892639.500000 Penalty: 1044.021118
	Iteration 131Q: 3 clusters Score -5892640 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -5892649.500000 Penalty: 1044.021118
	Iteration 132Q: 3 clusters Score -5892650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -5892676.500000 Penalty: 1044.021118
	Iteration 133Q: 3 clusters Score -5892676 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -5892676.500000 Penalty: 1044.021118
	Iteration 134Q: 3 clusters Score -5892676 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -5892682.500000 Penalty: 1044.021118
	Iteration 135Q: 3 clusters Score -5892682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -5892673.000000 Penalty: 1044.021118
	Iteration 136Q: 3 clusters Score -5892673 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -5892689.500000 Penalty: 1044.021118
	Iteration 137Q: 3 clusters Score -5892690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -5892709.500000 Penalty: 1044.021118
	Iteration 138Q: 3 clusters Score -5892710 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -5892731.000000 Penalty: 1044.021118
	Iteration 139Q: 3 clusters Score -5892731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -5892734.000000 Penalty: 1044.021118
	Iteration 140F: 3 clusters Score -5892734 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -5892736.500000 Penalty: 1044.021118
	Iteration 141Q: 3 clusters Score -5892736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -5892733.000000 Penalty: 1044.021118
	Iteration 142Q: 3 clusters Score -5892733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -5892738.500000 Penalty: 1044.021118
	Iteration 143Q: 3 clusters Score -5892738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -5892753.000000 Penalty: 1044.021118
	Iteration 144Q: 3 clusters Score -5892753 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -5892769.500000 Penalty: 1044.021118
	Iteration 145Q: 3 clusters Score -5892770 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -5892772.000000 Penalty: 1044.021118
	Iteration 146Q: 3 clusters Score -5892772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -5892782.500000 Penalty: 1044.021118
	Iteration 147Q: 3 clusters Score -5892782 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -5892804.500000 Penalty: 1044.021118
	Iteration 148Q: 3 clusters Score -5892804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -5892788.000000 Penalty: 1044.021118
	Iteration 149Q: 3 clusters Score -5892788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -5892817.500000 Penalty: 1044.021118
	Iteration 150Q: 3 clusters Score -5892818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -5892826.500000 Penalty: 1044.021118
	Iteration 151Q: 3 clusters Score -5892826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -5892842.000000 Penalty: 1044.021118
	Iteration 152Q: 3 clusters Score -5892842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -5892841.500000 Penalty: 1044.021118
	Iteration 153Q: 3 clusters Score -5892842 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -5892847.000000 Penalty: 1044.021118
	Iteration 154Q: 3 clusters Score -5892847 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -5892868.000000 Penalty: 1044.021118
	Iteration 155Q: 3 clusters Score -5892868 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -5892885.000000 Penalty: 1044.021118
	Iteration 156Q: 3 clusters Score -5892885 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -5892913.500000 Penalty: 1044.021118
	Iteration 157Q: 3 clusters Score -5892914 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -5892933.000000 Penalty: 1044.021118
	Iteration 158Q: 3 clusters Score -5892933 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -5892952.500000 Penalty: 1044.021118
	Iteration 159Q: 3 clusters Score -5892952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -5892956.500000 Penalty: 1044.021118
	Iteration 160F: 3 clusters Score -5892956 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -5892950.500000 Penalty: 1044.021118
	Iteration 161Q: 3 clusters Score -5892950 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -5892936.000000 Penalty: 1044.021118
	Iteration 162Q: 3 clusters Score -5892936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -5892946.000000 Penalty: 1044.021118
	Iteration 163Q: 3 clusters Score -5892946 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -5892951.000000 Penalty: 1044.021118
	Iteration 164Q: 3 clusters Score -5892951 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -5892947.500000 Penalty: 1044.021118
	Iteration 165Q: 3 clusters Score -5892948 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -5892953.500000 Penalty: 1044.021118
	Iteration 166Q: 3 clusters Score -5892954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -5892960.000000 Penalty: 1044.021118
	Iteration 167Q: 3 clusters Score -5892960 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -5892958.000000 Penalty: 1044.021118
	Iteration 168Q: 3 clusters Score -5892958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -5892963.500000 Penalty: 1044.021118
	Iteration 169Q: 3 clusters Score -5892964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -5892969.500000 Penalty: 1044.021118
	Iteration 170Q: 3 clusters Score -5892970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -5892974.500000 Penalty: 1044.021118
	Iteration 171Q: 3 clusters Score -5892974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -5892979.000000 Penalty: 1044.021118
	Iteration 172Q: 3 clusters Score -5892979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -5892989.000000 Penalty: 1044.021118
	Iteration 173Q: 3 clusters Score -5892989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -5892991.500000 Penalty: 1044.021118
	Iteration 174Q: 3 clusters Score -5892992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -5893013.000000 Penalty: 1044.021118
	Iteration 175Q: 3 clusters Score -5893013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -5893005.500000 Penalty: 1044.021118
	Iteration 176Q: 3 clusters Score -5893006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -5893007.500000 Penalty: 1044.021118
	Iteration 177Q: 3 clusters Score -5893008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -5893034.500000 Penalty: 1044.021118
	Iteration 178Q: 3 clusters Score -5893034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -5893041.500000 Penalty: 1044.021118
	Iteration 179Q: 3 clusters Score -5893042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -5893041.500000 Penalty: 1044.021118
	Iteration 180F: 3 clusters Score -5893042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -5893034.500000 Penalty: 1044.021118
	Iteration 181Q: 3 clusters Score -5893034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -5893032.000000 Penalty: 1044.021118
	Iteration 182Q: 3 clusters Score -5893032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -5893039.500000 Penalty: 1044.021118
	Iteration 183Q: 3 clusters Score -5893040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -5893031.500000 Penalty: 1044.021118
	Iteration 184Q: 3 clusters Score -5893032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -5893041.500000 Penalty: 1044.021118
	Iteration 185Q: 3 clusters Score -5893042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -5893050.000000 Penalty: 1044.021118
	Iteration 186Q: 3 clusters Score -5893050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -5893043.000000 Penalty: 1044.021118
	Iteration 187Q: 3 clusters Score -5893043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -5893032.500000 Penalty: 1044.021118
	Iteration 188Q: 3 clusters Score -5893032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -5893039.500000 Penalty: 1044.021118
	Iteration 189Q: 3 clusters Score -5893040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -5893043.000000 Penalty: 1044.021118
	Iteration 190Q: 3 clusters Score -5893043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -5893040.500000 Penalty: 1044.021118
	Iteration 191Q: 3 clusters Score -5893040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -5893026.500000 Penalty: 1044.021118
	Iteration 192Q: 3 clusters Score -5893026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -5893026.000000 Penalty: 1044.021118
	Iteration 193Q: 3 clusters Score -5893026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -5893023.500000 Penalty: 1044.021118
	Iteration 194Q: 3 clusters Score -5893024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -5893015.000000 Penalty: 1044.021118
	Iteration 195Q: 3 clusters Score -5893015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -5893015.500000 Penalty: 1044.021118
	Iteration 196Q: 3 clusters Score -5893016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -5893015.500000 Penalty: 1044.021118
	Iteration 197Q: 3 clusters Score -5893016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -5893020.500000 Penalty: 1044.021118
	Iteration 198Q: 3 clusters Score -5893020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -5893016.000000 Penalty: 1044.021118
	Iteration 199Q: 3 clusters Score -5893016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -5893023.000000 Penalty: 1044.021118
	Iteration 200F: 3 clusters Score -5893023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -5893015.500000 Penalty: 1044.021118
	Iteration 201Q: 3 clusters Score -5893016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -5893019.000000 Penalty: 1044.021118
	Iteration 202Q: 3 clusters Score -5893019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -5893012.000000 Penalty: 1044.021118
	Iteration 203Q: 3 clusters Score -5893012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -5893020.500000 Penalty: 1044.021118
	Iteration 204Q: 3 clusters Score -5893020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -5893021.500000 Penalty: 1044.021118
	Iteration 205Q: 3 clusters Score -5893022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -5893021.000000 Penalty: 1044.021118
	Iteration 206Q: 3 clusters Score -5893021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -5893030.000000 Penalty: 1044.021118
	Iteration 207Q: 3 clusters Score -5893030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -5893024.500000 Penalty: 1044.021118
	Iteration 208Q: 3 clusters Score -5893024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5893021.000000 Penalty: 1044.021118
	Iteration 209Q: 3 clusters Score -5893021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -5893020.000000 Penalty: 1044.021118
	Iteration 210Q: 3 clusters Score -5893020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -5893013.000000 Penalty: 1044.021118
	Iteration 211Q: 3 clusters Score -5893013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -5893008.500000 Penalty: 1044.021118
	Iteration 212Q: 3 clusters Score -5893008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -5893021.000000 Penalty: 1044.021118
	Iteration 213Q: 3 clusters Score -5893021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -5893023.500000 Penalty: 1044.021118
	Iteration 214Q: 3 clusters Score -5893024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -5893017.500000 Penalty: 1044.021118
	Iteration 215Q: 3 clusters Score -5893018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -5893023.000000 Penalty: 1044.021118
	Iteration 216Q: 3 clusters Score -5893023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -5893020.500000 Penalty: 1044.021118
	Iteration 217Q: 3 clusters Score -5893020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -5893020.500000 Penalty: 1044.021118
	Iteration 218Q: 3 clusters Score -5893020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -5893014.000000 Penalty: 1044.021118
	Iteration 219Q: 3 clusters Score -5893014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -5893016.500000 Penalty: 1044.021118
	Iteration 220F: 3 clusters Score -5893016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -5893019.000000 Penalty: 1044.021118
	Iteration 221Q: 3 clusters Score -5893019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -5893016.000000 Penalty: 1044.021118
	Iteration 222Q: 3 clusters Score -5893016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -5893022.500000 Penalty: 1044.021118
	Iteration 223Q: 3 clusters Score -5893022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -5893017.000000 Penalty: 1044.021118
	Iteration 224Q: 3 clusters Score -5893017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -5893022.500000 Penalty: 1044.021118
	Iteration 225Q: 3 clusters Score -5893022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -5893016.500000 Penalty: 1044.021118
	Iteration 226Q: 3 clusters Score -5893016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -5893019.000000 Penalty: 1044.021118
	Iteration 227Q: 3 clusters Score -5893019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -5893018.500000 Penalty: 1044.021118
	Iteration 228Q: 3 clusters Score -5893018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -5893019.500000 Penalty: 1044.021118
	Iteration 229Q: 3 clusters Score -5893020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -5893019.500000 Penalty: 1044.021118
	Iteration 230F: 3 clusters Score -5893020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14490 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 81573 members 
Entering Unmasked Estep 
Score: -53298472.000000 Penalty: 50520.957031
Splitting cluster 65 changes total score from -53298192.000000 to -53298472.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 66 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11038.347656 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -11038.35 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 92 members 
Entering Unmasked Estep 
Score: -10754.057617 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -10754.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10821.251953 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -10821.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10840.364258 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -10840.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10853.531250 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -10853.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10856.199219 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -10856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10858.873047 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -10858.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10861.973633 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -10861.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10861.973633 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -10861.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -22229.617188 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -22229.62 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 175 members 
Entering Unmasked Estep 
Score: -21831.078125 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21831.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21913.566406 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21913.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21946.240234 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21946.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21966.765625 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -21966.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21977.644531 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -21977.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21981.357422 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -21981.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21981.357422 Penalty: 526.607666
	Iteration 6F: 3 clusters Score -21981.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -15102.708008 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -15102.71 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 144 members 
Entering Unmasked Estep 
Score: -14769.080078 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -14769.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14949.366211 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -14949.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14992.747070 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -14992.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15041.375000 Penalty: 523.194763
	Iteration 3Q: 3 clusters Score -15041.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15073.176758 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -15073.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15091.539062 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -15091.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15100.135742 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -15100.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15106.566406 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -15106.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15109.633789 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -15109.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15109.931641 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -15109.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15109.931641 Penalty: 523.194763
	Iteration 10F: 3 clusters Score -15109.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14490 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 160 members 
Mstep: Class 69 contains 92354 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 81573 members 
Mstep: Class 82 contains 154 members 
Entering Unmasked Estep 
Score: -53298104.000000 Penalty: 51144.671875
Splitting cluster 68 changes total score from -53298192.000000 to -53298104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (92354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Entering Unmasked Estep 
Score: -5770981.000000 Penalty: 520.218994
	Iteration 0F: 2 clusters Score -5770981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5710045.500000 Penalty: 1040.437988
	Iteration 0F: 3 clusters Score -5710046 nChanged 45137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -5739829.000000 Penalty: 1040.437988
	Iteration 1F: 3 clusters Score -5739829 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5743306.000000 Penalty: 1040.437988
	Iteration 2F: 3 clusters Score -5743306 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -5749069.000000 Penalty: 1040.437988
	Iteration 3F: 3 clusters Score -5749069 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -5755764.500000 Penalty: 1040.437988
	Iteration 4F: 3 clusters Score -5755764 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -5759880.500000 Penalty: 1040.437988
	Iteration 5F: 3 clusters Score -5759880 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -5761289.500000 Penalty: 1040.437988
	Iteration 6Q: 3 clusters Score -5761290 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -5761836.500000 Penalty: 1040.437988
	Iteration 7Q: 3 clusters Score -5761836 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -5762254.500000 Penalty: 1040.437988
	Iteration 8Q: 3 clusters Score -5762254 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -5762604.000000 Penalty: 1040.437988
	Iteration 9Q: 3 clusters Score -5762604 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -5762980.500000 Penalty: 1040.437988
	Iteration 10Q: 3 clusters Score -5762980 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -5763327.000000 Penalty: 1040.437988
	Iteration 11Q: 3 clusters Score -5763327 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -5763715.000000 Penalty: 1040.437988
	Iteration 12Q: 3 clusters Score -5763715 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -5764099.500000 Penalty: 1040.437988
	Iteration 13Q: 3 clusters Score -5764100 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -5764512.000000 Penalty: 1040.437988
	Iteration 14Q: 3 clusters Score -5764512 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -5764937.000000 Penalty: 1040.437988
	Iteration 15Q: 3 clusters Score -5764937 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -5765369.000000 Penalty: 1040.437988
	Iteration 16Q: 3 clusters Score -5765369 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -5765873.500000 Penalty: 1040.437988
	Iteration 17Q: 3 clusters Score -5765874 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -5766286.500000 Penalty: 1040.437988
	Iteration 18Q: 3 clusters Score -5766286 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -5766741.000000 Penalty: 1040.437988
	Iteration 19Q: 3 clusters Score -5766741 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -5767163.500000 Penalty: 1040.437988
	Iteration 20F: 3 clusters Score -5767164 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -5767605.500000 Penalty: 1040.437988
	Iteration 21Q: 3 clusters Score -5767606 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -5767981.000000 Penalty: 1040.437988
	Iteration 22Q: 3 clusters Score -5767981 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -5768298.000000 Penalty: 1040.437988
	Iteration 23Q: 3 clusters Score -5768298 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -5768644.500000 Penalty: 1040.437988
	Iteration 24Q: 3 clusters Score -5768644 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -5768947.500000 Penalty: 1040.437988
	Iteration 25Q: 3 clusters Score -5768948 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -5769262.500000 Penalty: 1040.437988
	Iteration 26Q: 3 clusters Score -5769262 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -5769534.500000 Penalty: 1040.437988
	Iteration 27Q: 3 clusters Score -5769534 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -5769781.500000 Penalty: 1040.437988
	Iteration 28Q: 3 clusters Score -5769782 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -5770006.500000 Penalty: 1040.437988
	Iteration 29Q: 3 clusters Score -5770006 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -5770226.000000 Penalty: 1040.437988
	Iteration 30Q: 3 clusters Score -5770226 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -5770417.500000 Penalty: 1040.437988
	Iteration 31Q: 3 clusters Score -5770418 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -5770529.000000 Penalty: 1040.437988
	Iteration 32Q: 3 clusters Score -5770529 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -5770619.500000 Penalty: 1040.437988
	Iteration 33Q: 3 clusters Score -5770620 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -5770698.000000 Penalty: 1040.437988
	Iteration 34Q: 3 clusters Score -5770698 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -5770768.000000 Penalty: 1040.437988
	Iteration 35Q: 3 clusters Score -5770768 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -5770873.000000 Penalty: 1040.437988
	Iteration 36Q: 3 clusters Score -5770873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -5770926.000000 Penalty: 1040.437988
	Iteration 37Q: 3 clusters Score -5770926 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -5770963.500000 Penalty: 1040.437988
	Iteration 38Q: 3 clusters Score -5770964 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -5771003.000000 Penalty: 1040.437988
	Iteration 39Q: 3 clusters Score -5771003 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -5771029.000000 Penalty: 1040.437988
	Iteration 40F: 3 clusters Score -5771029 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -5771049.500000 Penalty: 1040.437988
	Iteration 41Q: 3 clusters Score -5771050 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -5771052.000000 Penalty: 1040.437988
	Iteration 42Q: 3 clusters Score -5771052 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -5771072.000000 Penalty: 1040.437988
	Iteration 43Q: 3 clusters Score -5771072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -5771083.500000 Penalty: 1040.437988
	Iteration 44Q: 3 clusters Score -5771084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -5771097.000000 Penalty: 1040.437988
	Iteration 45Q: 3 clusters Score -5771097 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -5771109.000000 Penalty: 1040.437988
	Iteration 46Q: 3 clusters Score -5771109 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -5771114.000000 Penalty: 1040.437988
	Iteration 47Q: 3 clusters Score -5771114 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -5771124.000000 Penalty: 1040.437988
	Iteration 48Q: 3 clusters Score -5771124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -5771138.000000 Penalty: 1040.437988
	Iteration 49Q: 3 clusters Score -5771138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -5771130.000000 Penalty: 1040.437988
	Iteration 50Q: 3 clusters Score -5771130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -5771124.000000 Penalty: 1040.437988
	Iteration 51Q: 3 clusters Score -5771124 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -5771132.500000 Penalty: 1040.437988
	Iteration 52Q: 3 clusters Score -5771132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -5771123.500000 Penalty: 1040.437988
	Iteration 53Q: 3 clusters Score -5771124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -5771151.500000 Penalty: 1040.437988
	Iteration 54Q: 3 clusters Score -5771152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -5771159.000000 Penalty: 1040.437988
	Iteration 55Q: 3 clusters Score -5771159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -5771158.000000 Penalty: 1040.437988
	Iteration 56Q: 3 clusters Score -5771158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -5771147.500000 Penalty: 1040.437988
	Iteration 57Q: 3 clusters Score -5771148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -5771155.000000 Penalty: 1040.437988
	Iteration 58Q: 3 clusters Score -5771155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -5771164.000000 Penalty: 1040.437988
	Iteration 59Q: 3 clusters Score -5771164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -5771174.500000 Penalty: 1040.437988
	Iteration 60F: 3 clusters Score -5771174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -5771171.000000 Penalty: 1040.437988
	Iteration 61Q: 3 clusters Score -5771171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -5771168.000000 Penalty: 1040.437988
	Iteration 62Q: 3 clusters Score -5771168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -5771166.500000 Penalty: 1040.437988
	Iteration 63Q: 3 clusters Score -5771166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -5771172.500000 Penalty: 1040.437988
	Iteration 64Q: 3 clusters Score -5771172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5771172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -5771158.500000 Penalty: 1040.437988
	Iteration 66Q: 3 clusters Score -5771158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -5771151.500000 Penalty: 1040.437988
	Iteration 67Q: 3 clusters Score -5771152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -5771147.000000 Penalty: 1040.437988
	Iteration 68Q: 3 clusters Score -5771147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -5771152.000000 Penalty: 1040.437988
	Iteration 69Q: 3 clusters Score -5771152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -5771154.000000 Penalty: 1040.437988
	Iteration 70Q: 3 clusters Score -5771154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -5771151.500000 Penalty: 1040.437988
	Iteration 71Q: 3 clusters Score -5771152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -5771142.500000 Penalty: 1040.437988
	Iteration 72Q: 3 clusters Score -5771142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -5771142.000000 Penalty: 1040.437988
	Iteration 73Q: 3 clusters Score -5771142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -5771137.000000 Penalty: 1040.437988
	Iteration 74Q: 3 clusters Score -5771137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -5771142.500000 Penalty: 1040.437988
	Iteration 75Q: 3 clusters Score -5771142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 85398 members 
Entering Unmasked Estep 
Score: -5771151.000000 Penalty: 1040.437988
	Iteration 76Q: 3 clusters Score -5771151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -5771152.000000 Penalty: 1040.437988
	Iteration 77Q: 3 clusters Score -5771152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -5771151.500000 Penalty: 1040.437988
	Iteration 78Q: 3 clusters Score -5771152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -5771140.000000 Penalty: 1040.437988
	Iteration 79Q: 3 clusters Score -5771140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -5771137.500000 Penalty: 1040.437988
	Iteration 80F: 3 clusters Score -5771138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -5771135.500000 Penalty: 1040.437988
	Iteration 81Q: 3 clusters Score -5771136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -5771141.000000 Penalty: 1040.437988
	Iteration 82Q: 3 clusters Score -5771141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -5771136.500000 Penalty: 1040.437988
	Iteration 83Q: 3 clusters Score -5771136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -5771129.000000 Penalty: 1040.437988
	Iteration 84Q: 3 clusters Score -5771129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -5771125.000000 Penalty: 1040.437988
	Iteration 85Q: 3 clusters Score -5771125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -5771132.000000 Penalty: 1040.437988
	Iteration 86Q: 3 clusters Score -5771132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -5771127.500000 Penalty: 1040.437988
	Iteration 87Q: 3 clusters Score -5771128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 85657 members 
Entering Unmasked Estep 
Score: -5771129.500000 Penalty: 1040.437988
	Iteration 88Q: 3 clusters Score -5771130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -5771131.500000 Penalty: 1040.437988
	Iteration 89Q: 3 clusters Score -5771132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -5771126.500000 Penalty: 1040.437988
	Iteration 90Q: 3 clusters Score -5771126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -5771120.000000 Penalty: 1040.437988
	Iteration 91Q: 3 clusters Score -5771120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -5771120.500000 Penalty: 1040.437988
	Iteration 92Q: 3 clusters Score -5771120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -5771126.000000 Penalty: 1040.437988
	Iteration 93Q: 3 clusters Score -5771126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -5771130.000000 Penalty: 1040.437988
	Iteration 94Q: 3 clusters Score -5771130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -5771127.500000 Penalty: 1040.437988
	Iteration 95Q: 3 clusters Score -5771128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -5771132.000000 Penalty: 1040.437988
	Iteration 96Q: 3 clusters Score -5771132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -5771131.000000 Penalty: 1040.437988
	Iteration 97Q: 3 clusters Score -5771131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -5771131.500000 Penalty: 1040.437988
	Iteration 98Q: 3 clusters Score -5771132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -5771128.000000 Penalty: 1040.437988
	Iteration 99Q: 3 clusters Score -5771128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -5771126.500000 Penalty: 1040.437988
	Iteration 100F: 3 clusters Score -5771126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -5771124.000000 Penalty: 1040.437988
	Iteration 101Q: 3 clusters Score -5771124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -5771126.000000 Penalty: 1040.437988
	Iteration 102Q: 3 clusters Score -5771126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -5771121.000000 Penalty: 1040.437988
	Iteration 103Q: 3 clusters Score -5771121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -5771123.500000 Penalty: 1040.437988
	Iteration 104Q: 3 clusters Score -5771124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -5771124.500000 Penalty: 1040.437988
	Iteration 105Q: 3 clusters Score -5771124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -5771126.000000 Penalty: 1040.437988
	Iteration 106Q: 3 clusters Score -5771126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -5771126.500000 Penalty: 1040.437988
	Iteration 107Q: 3 clusters Score -5771126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -5771122.500000 Penalty: 1040.437988
	Iteration 108Q: 3 clusters Score -5771122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -5771124.000000 Penalty: 1040.437988
	Iteration 109Q: 3 clusters Score -5771124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5771122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -5771121.500000 Penalty: 1040.437988
	Iteration 111Q: 3 clusters Score -5771122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -5771125.500000 Penalty: 1040.437988
	Iteration 112Q: 3 clusters Score -5771126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -5771121.500000 Penalty: 1040.437988
	Iteration 113Q: 3 clusters Score -5771122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5771122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -5771123.500000 Penalty: 1040.437988
	Iteration 115Q: 3 clusters Score -5771124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5771121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -5771121.500000 Penalty: 1040.437988
	Iteration 117Q: 3 clusters Score -5771122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -5771130.000000 Penalty: 1040.437988
	Iteration 118Q: 3 clusters Score -5771130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -5771132.000000 Penalty: 1040.437988
	Iteration 119Q: 3 clusters Score -5771132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -5771139.000000 Penalty: 1040.437988
	Iteration 120F: 3 clusters Score -5771139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -5771128.500000 Penalty: 1040.437988
	Iteration 121Q: 3 clusters Score -5771128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -5771116.500000 Penalty: 1040.437988
	Iteration 122Q: 3 clusters Score -5771116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5771111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -5771106.000000 Penalty: 1040.437988
	Iteration 124Q: 3 clusters Score -5771106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 86091 members 
Entering Unmasked Estep 
Score: -5771109.500000 Penalty: 1040.437988
	Iteration 125Q: 3 clusters Score -5771110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -5771112.000000 Penalty: 1040.437988
	Iteration 126Q: 3 clusters Score -5771112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5771110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5771110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5771106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5771101 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5771100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -5771102.000000 Penalty: 1040.437988
	Iteration 132Q: 3 clusters Score -5771102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5771094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5771092 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5771085 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5771092 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5771092 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5771088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -5771081.500000 Penalty: 1040.437988
	Iteration 139Q: 3 clusters Score -5771082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -5771084.000000 Penalty: 1040.437988
	Iteration 140F: 3 clusters Score -5771084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5771088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -5771086.500000 Penalty: 1040.437988
	Iteration 142Q: 3 clusters Score -5771086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -5771081.000000 Penalty: 1040.437988
	Iteration 143Q: 3 clusters Score -5771081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5771086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -5771080.500000 Penalty: 1040.437988
	Iteration 145Q: 3 clusters Score -5771080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5771084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -5771083.500000 Penalty: 1040.437988
	Iteration 147Q: 3 clusters Score -5771084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -5771079.500000 Penalty: 1040.437988
	Iteration 148Q: 3 clusters Score -5771080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -5771072.000000 Penalty: 1040.437988
	Iteration 149Q: 3 clusters Score -5771072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -5771078.500000 Penalty: 1040.437988
	Iteration 150Q: 3 clusters Score -5771078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -5771074.500000 Penalty: 1040.437988
	Iteration 151Q: 3 clusters Score -5771074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5771079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5771080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5771080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5771079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -5771082.500000 Penalty: 1040.437988
	Iteration 156Q: 3 clusters Score -5771082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -5771071.500000 Penalty: 1040.437988
	Iteration 157Q: 3 clusters Score -5771072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -5771074.000000 Penalty: 1040.437988
	Iteration 158Q: 3 clusters Score -5771074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5771080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -5771086.000000 Penalty: 1040.437988
	Iteration 160F: 3 clusters Score -5771086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5771086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5771082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5771084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5771084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -5771081.500000 Penalty: 1040.437988
	Iteration 165Q: 3 clusters Score -5771082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5771086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -5771094.000000 Penalty: 1040.437988
	Iteration 167Q: 3 clusters Score -5771094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -5771095.000000 Penalty: 1040.437988
	Iteration 168Q: 3 clusters Score -5771095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -5771091.000000 Penalty: 1040.437988
	Iteration 169Q: 3 clusters Score -5771091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5771095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -5771096.000000 Penalty: 1040.437988
	Iteration 171Q: 3 clusters Score -5771096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -5771094.000000 Penalty: 1040.437988
	Iteration 172Q: 3 clusters Score -5771094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -5771095.500000 Penalty: 1040.437988
	Iteration 173Q: 3 clusters Score -5771096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -5771090.500000 Penalty: 1040.437988
	Iteration 174Q: 3 clusters Score -5771090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -5771091.500000 Penalty: 1040.437988
	Iteration 175Q: 3 clusters Score -5771092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -5771091.000000 Penalty: 1040.437988
	Iteration 176Q: 3 clusters Score -5771091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -5771091.000000 Penalty: 1040.437988
	Iteration 177Q: 3 clusters Score -5771091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -5771086.500000 Penalty: 1040.437988
	Iteration 178Q: 3 clusters Score -5771086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -5771090.000000 Penalty: 1040.437988
	Iteration 179Q: 3 clusters Score -5771090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -5771092.500000 Penalty: 1040.437988
	Iteration 180F: 3 clusters Score -5771092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -5771089.000000 Penalty: 1040.437988
	Iteration 181Q: 3 clusters Score -5771089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -5771089.500000 Penalty: 1040.437988
	Iteration 182Q: 3 clusters Score -5771090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -5771092.500000 Penalty: 1040.437988
	Iteration 183Q: 3 clusters Score -5771092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -5771093.000000 Penalty: 1040.437988
	Iteration 184Q: 3 clusters Score -5771093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -5771096.500000 Penalty: 1040.437988
	Iteration 185Q: 3 clusters Score -5771096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -5771097.000000 Penalty: 1040.437988
	Iteration 186Q: 3 clusters Score -5771097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -5771094.000000 Penalty: 1040.437988
	Iteration 187Q: 3 clusters Score -5771094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -5771095.000000 Penalty: 1040.437988
	Iteration 188Q: 3 clusters Score -5771095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -5771097.000000 Penalty: 1040.437988
	Iteration 189Q: 3 clusters Score -5771097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -5771094.500000 Penalty: 1040.437988
	Iteration 190Q: 3 clusters Score -5771094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -5771095.000000 Penalty: 1040.437988
	Iteration 191Q: 3 clusters Score -5771095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5771095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -5771097.500000 Penalty: 1040.437988
	Iteration 193Q: 3 clusters Score -5771098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -5771094.500000 Penalty: 1040.437988
	Iteration 194Q: 3 clusters Score -5771094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -5771094.000000 Penalty: 1040.437988
	Iteration 195Q: 3 clusters Score -5771094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -5771090.000000 Penalty: 1040.437988
	Iteration 196Q: 3 clusters Score -5771090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -5771088.000000 Penalty: 1040.437988
	Iteration 197Q: 3 clusters Score -5771088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -5771087.500000 Penalty: 1040.437988
	Iteration 198Q: 3 clusters Score -5771088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -5771084.500000 Penalty: 1040.437988
	Iteration 199Q: 3 clusters Score -5771084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -5771089.000000 Penalty: 1040.437988
	Iteration 200F: 3 clusters Score -5771089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -5771089.000000 Penalty: 1040.437988
	Iteration 201Q: 3 clusters Score -5771089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -5771085.500000 Penalty: 1040.437988
	Iteration 202Q: 3 clusters Score -5771086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5771086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5771086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5771086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -5771086.500000 Penalty: 1040.437988
	Iteration 206F: 3 clusters Score -5771086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14490 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 5565 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 81573 members 
Mstep: Class 82 contains 86789 members 
Entering Unmasked Estep 
Score: -53298476.000000 Penalty: 51144.671875
Splitting cluster 69 changes total score from -53298192.000000 to -53298476.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 70 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -18638.646484 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -18638.65 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 133 members 
Entering Unmasked Estep 
Score: -18303.332031 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -18303.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18386.826172 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -18386.83 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18408.582031 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -18408.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18436.492188 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -18436.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18468.505859 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -18468.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18498.587891 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -18498.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18505.388672 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -18505.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18510.365234 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -18510.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18513.167969 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -18513.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18513.167969 Penalty: 511.126190
	Iteration 9F: 3 clusters Score -18513.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7323.918945 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7323.919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7120.221191 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7120.221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7179.593262 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7179.593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7227.709961 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7227.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7253.524902 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7253.525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7285.281250 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7285.281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7305.871582 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7305.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7312.871094 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -7312.871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7313.532227 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -7313.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7313.532227 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -7313.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6975.048340 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6975.048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6760.362793 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -6760.363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6815.398438 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -6815.398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6837.112793 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -6837.113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6840.131348 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -6840.131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6840.131348 Penalty: 447.718262
	Iteration 4F: 3 clusters Score -6840.131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -25540.859375 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25540.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25144.093750 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25144.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25245.853516 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25245.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25275.384766 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25275.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25285.425781 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -25285.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25292.353516 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25292.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25296.492188 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25296.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25299.294922 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25299.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25300.310547 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25300.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25301.457031 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25301.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25303.990234 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25303.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25309.402344 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25317.876953 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -25317.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25320.218750 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -25320.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25320.783203 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -25320.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25321.113281 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -25321.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25321.113281 Penalty: 539.592651
	Iteration 15F: 3 clusters Score -25321.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -3091.845947 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -3091.846 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 31 members 
Entering Unmasked Estep 
Score: -2952.425293 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2952.425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -2879.686768 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2879.687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: 10362.916992 Penalty: 182.333664
	Iteration 2F: 2 clusters Score 10362.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3091.845947 Penalty: 182.333664
	Iteration 3F: 2 clusters Score -3091.846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3875.562256 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3875.562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3700.998535 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3700.999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3754.088135 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3754.088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (89246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Entering Unmasked Estep 
Score: -5535244.500000 Penalty: 518.661377
	Iteration 0F: 2 clusters Score -5535244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5476398.000000 Penalty: 1037.322754
	Iteration 0F: 3 clusters Score -5476398 nChanged 43395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -5504432.000000 Penalty: 1037.322754
	Iteration 1F: 3 clusters Score -5504432 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5507365.000000 Penalty: 1037.322754
	Iteration 2F: 3 clusters Score -5507365 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -5511407.000000 Penalty: 1037.322754
	Iteration 3F: 3 clusters Score -5511407 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5516464.500000 Penalty: 1037.322754
	Iteration 4F: 3 clusters Score -5516464 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5521246.000000 Penalty: 1037.322754
	Iteration 5F: 3 clusters Score -5521246 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5523528.000000 Penalty: 1037.322754
	Iteration 6F: 3 clusters Score -5523528 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -5524271.000000 Penalty: 1037.322754
	Iteration 7Q: 3 clusters Score -5524271 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5524580.500000 Penalty: 1037.322754
	Iteration 8Q: 3 clusters Score -5524580 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5524792.000000 Penalty: 1037.322754
	Iteration 9Q: 3 clusters Score -5524792 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5525009.500000 Penalty: 1037.322754
	Iteration 10Q: 3 clusters Score -5525010 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -5525159.000000 Penalty: 1037.322754
	Iteration 11Q: 3 clusters Score -5525159 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5525374.500000 Penalty: 1037.322754
	Iteration 12Q: 3 clusters Score -5525374 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5525621.500000 Penalty: 1037.322754
	Iteration 13Q: 3 clusters Score -5525622 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5525843.000000 Penalty: 1037.322754
	Iteration 14Q: 3 clusters Score -5525843 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5526031.500000 Penalty: 1037.322754
	Iteration 15Q: 3 clusters Score -5526032 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5526229.000000 Penalty: 1037.322754
	Iteration 16Q: 3 clusters Score -5526229 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5526459.000000 Penalty: 1037.322754
	Iteration 17Q: 3 clusters Score -5526459 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5526736.500000 Penalty: 1037.322754
	Iteration 18Q: 3 clusters Score -5526736 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -5526961.000000 Penalty: 1037.322754
	Iteration 19Q: 3 clusters Score -5526961 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5527161.500000 Penalty: 1037.322754
	Iteration 20F: 3 clusters Score -5527162 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5527320.500000 Penalty: 1037.322754
	Iteration 21Q: 3 clusters Score -5527320 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5527478.500000 Penalty: 1037.322754
	Iteration 22Q: 3 clusters Score -5527478 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5527642.500000 Penalty: 1037.322754
	Iteration 23Q: 3 clusters Score -5527642 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5527770.500000 Penalty: 1037.322754
	Iteration 24Q: 3 clusters Score -5527770 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5527870.000000 Penalty: 1037.322754
	Iteration 25Q: 3 clusters Score -5527870 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5527959.000000 Penalty: 1037.322754
	Iteration 26Q: 3 clusters Score -5527959 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5528006.000000 Penalty: 1037.322754
	Iteration 27Q: 3 clusters Score -5528006 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5528039.500000 Penalty: 1037.322754
	Iteration 28Q: 3 clusters Score -5528040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5528085.000000 Penalty: 1037.322754
	Iteration 29Q: 3 clusters Score -5528085 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5528129.000000 Penalty: 1037.322754
	Iteration 30Q: 3 clusters Score -5528129 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5528145.500000 Penalty: 1037.322754
	Iteration 31Q: 3 clusters Score -5528146 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5528171.500000 Penalty: 1037.322754
	Iteration 32Q: 3 clusters Score -5528172 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5528169.000000 Penalty: 1037.322754
	Iteration 33Q: 3 clusters Score -5528169 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5528198.500000 Penalty: 1037.322754
	Iteration 34Q: 3 clusters Score -5528198 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5528202.500000 Penalty: 1037.322754
	Iteration 35Q: 3 clusters Score -5528202 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5528216.500000 Penalty: 1037.322754
	Iteration 36Q: 3 clusters Score -5528216 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5528223.500000 Penalty: 1037.322754
	Iteration 37Q: 3 clusters Score -5528224 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -5528253.500000 Penalty: 1037.322754
	Iteration 38Q: 3 clusters Score -5528254 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -5528254.000000 Penalty: 1037.322754
	Iteration 39Q: 3 clusters Score -5528254 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5528293.000000 Penalty: 1037.322754
	Iteration 40F: 3 clusters Score -5528293 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5528292.500000 Penalty: 1037.322754
	Iteration 41Q: 3 clusters Score -5528292 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5528337.500000 Penalty: 1037.322754
	Iteration 42Q: 3 clusters Score -5528338 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -5528357.500000 Penalty: 1037.322754
	Iteration 43Q: 3 clusters Score -5528358 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -5528357.500000 Penalty: 1037.322754
	Iteration 44Q: 3 clusters Score -5528358 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5528374.000000 Penalty: 1037.322754
	Iteration 45Q: 3 clusters Score -5528374 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -5528387.500000 Penalty: 1037.322754
	Iteration 46Q: 3 clusters Score -5528388 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5528388 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5528416 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5528450 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5528472 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5528478 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5528484 nChanged 437
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5528500 nChanged 437
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5528534 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5528566 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5528596 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5528648 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5528701 nChanged 502
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Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5528776 nChanged 501
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5528834 nChanged 482
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Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5528862 nChanged 467
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Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5528896 nChanged 472
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Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5528950 nChanged 474
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Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5529004 nChanged 496
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Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5529014 nChanged 492
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Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 56531 members 
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	Iteration 66Q: 3 clusters Score -5529050 nChanged 486
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Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5529124 nChanged 529
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Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5529190 nChanged 477
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Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5529244 nChanged 518
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Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 58541 members 
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	Iteration 70Q: 3 clusters Score -5529302 nChanged 545
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Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5529362 nChanged 542
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Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5529438 nChanged 526
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Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 60154 members 
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	Iteration 73Q: 3 clusters Score -5529472 nChanged 495
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Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5529568 nChanged 529
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Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 61178 members 
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	Iteration 75Q: 3 clusters Score -5529609 nChanged 578
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5529664 nChanged 562
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Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 62318 members 
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	Iteration 77Q: 3 clusters Score -5529746 nChanged 580
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Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 62898 members 
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	Iteration 78Q: 3 clusters Score -5529810 nChanged 562
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Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 63460 members 
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	Iteration 79Q: 3 clusters Score -5529868 nChanged 590
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Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5529976 nChanged 626
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5530062 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 65308 members 
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	Iteration 82Q: 3 clusters Score -5530145 nChanged 649
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5530242 nChanged 643
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 66600 members 
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	Iteration 84Q: 3 clusters Score -5530338 nChanged 644
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Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 67244 members 
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	Iteration 85Q: 3 clusters Score -5530419 nChanged 606
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 67850 members 
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	Iteration 86Q: 3 clusters Score -5530527 nChanged 627
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 68477 members 
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	Iteration 87Q: 3 clusters Score -5530602 nChanged 580
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 69057 members 
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	Iteration 88Q: 3 clusters Score -5530674 nChanged 613
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 69670 members 
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	Iteration 89Q: 3 clusters Score -5530762 nChanged 579
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 70249 members 
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	Iteration 90Q: 3 clusters Score -5530827 nChanged 595
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Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 70844 members 
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	Iteration 91Q: 3 clusters Score -5530886 nChanged 654
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 71498 members 
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	Iteration 92Q: 3 clusters Score -5530986 nChanged 677
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 72175 members 
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	Iteration 93Q: 3 clusters Score -5531092 nChanged 628
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 72803 members 
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	Iteration 94Q: 3 clusters Score -5531184 nChanged 626
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Mstep: Class 1 contains 15817 members 
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	Iteration 95Q: 3 clusters Score -5531303 nChanged 628
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Mstep: Class 1 contains 15189 members 
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	Iteration 96Q: 3 clusters Score -5531410 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 74708 members 
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	Iteration 97Q: 3 clusters Score -5531530 nChanged 658
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Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 75366 members 
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	Iteration 98Q: 3 clusters Score -5531684 nChanged 642
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Mstep: Class 1 contains 13238 members 
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	Iteration 99Q: 3 clusters Score -5531826 nChanged 644
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 76652 members 
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	Iteration 100F: 3 clusters Score -5531961 nChanged 631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 77283 members 
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	Iteration 101Q: 3 clusters Score -5532104 nChanged 576
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Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 77859 members 
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	Iteration 102Q: 3 clusters Score -5532234 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 78452 members 
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	Iteration 103Q: 3 clusters Score -5532401 nChanged 601
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Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 79053 members 
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	Iteration 104Q: 3 clusters Score -5532556 nChanged 560
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Mstep: Class 1 contains 9635 members 
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	Iteration 105Q: 3 clusters Score -5532710 nChanged 547
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Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 80154 members 
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	Iteration 106Q: 3 clusters Score -5532868 nChanged 546
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Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 80690 members 
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	Iteration 107Q: 3 clusters Score -5533040 nChanged 537
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Mstep: Class 1 contains 8027 members 
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	Iteration 108Q: 3 clusters Score -5533250 nChanged 514
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Mstep: Class 1 contains 7523 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5533424 nChanged 484
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Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 82195 members 
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	Iteration 110Q: 3 clusters Score -5533600 nChanged 476
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Mstep: Class 1 contains 6587 members 
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	Iteration 111Q: 3 clusters Score -5533770 nChanged 453
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Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 83100 members 
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	Iteration 112Q: 3 clusters Score -5533944 nChanged 466
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Mstep: Class 1 contains 5688 members 
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	Iteration 113Q: 3 clusters Score -5534130 nChanged 432
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Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 83978 members 
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	Iteration 114Q: 3 clusters Score -5534307 nChanged 394
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Mstep: Class 1 contains 4906 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5534436 nChanged 351
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Mstep: Class 1 contains 4587 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5534562 nChanged 331
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Mstep: Class 1 contains 4300 members 
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	Iteration 117Q: 3 clusters Score -5534692 nChanged 274
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Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 85158 members 
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	Iteration 118Q: 3 clusters Score -5534802 nChanged 249
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Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 85327 members 
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	Iteration 119Q: 3 clusters Score -5534872 nChanged 212
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Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 85475 members 
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	Iteration 120F: 3 clusters Score -5534938 nChanged 185
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Mstep: Class 1 contains 3660 members 
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	Iteration 121Q: 3 clusters Score -5534972 nChanged 148
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 85684 members 
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	Iteration 122Q: 3 clusters Score -5535022 nChanged 123
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Mstep: Class 1 contains 3477 members 
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	Iteration 123Q: 3 clusters Score -5535044 nChanged 112
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Mstep: Class 1 contains 3411 members 
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	Iteration 124Q: 3 clusters Score -5535050 nChanged 101
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 85894 members 
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	Iteration 125Q: 3 clusters Score -5535056 nChanged 81
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Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 85937 members 
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	Iteration 126Q: 3 clusters Score -5535073 nChanged 85
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Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5535066 nChanged 73
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Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 86039 members 
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	Iteration 128Q: 3 clusters Score -5535088 nChanged 71
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Mstep: Class 1 contains 3176 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5535098 nChanged 69
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5535106 nChanged 74
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Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5535110 nChanged 69
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Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 86174 members 
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	Iteration 132Q: 3 clusters Score -5535129 nChanged 63
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Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 86201 members 
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	Iteration 133Q: 3 clusters Score -5535127 nChanged 48
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Mstep: Class 1 contains 3031 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5535126 nChanged 54
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	Iteration 135Q: 3 clusters Score -5535131 nChanged 47
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Mstep: Class 1 contains 3014 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5535134 nChanged 37
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Mstep: Class 1 contains 3009 members 
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Entering Unmasked Estep 
Score: -5535142.500000 Penalty: 1037.322754
	Iteration 137Q: 3 clusters Score -5535142 nChanged 51
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Mstep: Class 1 contains 2994 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5535148 nChanged 41
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Mstep: Class 1 contains 2989 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5535150 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2986 members 
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	Iteration 140F: 3 clusters Score -5535168 nChanged 33
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Mstep: Class 2 contains 86263 members 
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	Iteration 142Q: 3 clusters Score -5535164 nChanged 41
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	Iteration 143Q: 3 clusters Score -5535166 nChanged 42
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	Iteration 144Q: 3 clusters Score -5535165 nChanged 40
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	Iteration 145Q: 3 clusters Score -5535163 nChanged 25
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5535162 nChanged 27
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	Iteration 147Q: 3 clusters Score -5535169 nChanged 23
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Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5535176 nChanged 22
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	Iteration 149Q: 3 clusters Score -5535178 nChanged 27
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	Iteration 150Q: 3 clusters Score -5535180 nChanged 23
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5535174 nChanged 25
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Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5535170 nChanged 24
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Mstep: Class 2 contains 86285 members 
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	Iteration 153Q: 3 clusters Score -5535168 nChanged 14
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Mstep: Class 2 contains 86279 members 
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	Iteration 154Q: 3 clusters Score -5535165 nChanged 17
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Mstep: Class 2 contains 86282 members 
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	Iteration 155Q: 3 clusters Score -5535163 nChanged 16
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	Iteration 156Q: 3 clusters Score -5535166 nChanged 12
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	Iteration 157Q: 3 clusters Score -5535168 nChanged 14
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Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5535166 nChanged 16
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5535162 nChanged 24
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	Iteration 160F: 3 clusters Score -5535169 nChanged 23
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5535160 nChanged 18
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Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5535160 nChanged 13
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5535164 nChanged 13
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	Iteration 164Q: 3 clusters Score -5535169 nChanged 11
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	Iteration 165Q: 3 clusters Score -5535171 nChanged 8
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	Iteration 166Q: 3 clusters Score -5535168 nChanged 11
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	Iteration 167Q: 3 clusters Score -5535174 nChanged 8
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	Iteration 168Q: 3 clusters Score -5535178 nChanged 8
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5535174 nChanged 7
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	Iteration 170Q: 3 clusters Score -5535173 nChanged 9
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Mstep: Class 1 contains 2829 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5535168 nChanged 8
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5535168 nChanged 16
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	Iteration 173Q: 3 clusters Score -5535164 nChanged 15
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	Iteration 174Q: 3 clusters Score -5535168 nChanged 13
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	Iteration 175Q: 3 clusters Score -5535166 nChanged 13
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	Iteration 176Q: 3 clusters Score -5535168 nChanged 13
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	Iteration 177Q: 3 clusters Score -5535171 nChanged 12
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	Iteration 178Q: 3 clusters Score -5535171 nChanged 9
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	Iteration 179Q: 3 clusters Score -5535168 nChanged 12
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Mstep: Class 1 contains 2798 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5535174 nChanged 7
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Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 86451 members 
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	Iteration 181Q: 3 clusters Score -5535176 nChanged 11
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Mstep: Class 2 contains 86460 members 
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	Iteration 182Q: 3 clusters Score -5535172 nChanged 9
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	Iteration 183Q: 3 clusters Score -5535172 nChanged 10
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	Iteration 184Q: 3 clusters Score -5535176 nChanged 10
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	Iteration 185Q: 3 clusters Score -5535175 nChanged 10
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	Iteration 186Q: 3 clusters Score -5535171 nChanged 11
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	Iteration 187Q: 3 clusters Score -5535179 nChanged 15
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	Iteration 188Q: 3 clusters Score -5535171 nChanged 18
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	Iteration 189Q: 3 clusters Score -5535171 nChanged 22
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	Iteration 190Q: 3 clusters Score -5535166 nChanged 21
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	Iteration 191Q: 3 clusters Score -5535168 nChanged 28
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	Iteration 192Q: 3 clusters Score -5535169 nChanged 26
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	Iteration 193Q: 3 clusters Score -5535176 nChanged 35
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	Iteration 194Q: 3 clusters Score -5535174 nChanged 38
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	Iteration 195Q: 3 clusters Score -5535178 nChanged 29
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	Iteration 196Q: 3 clusters Score -5535170 nChanged 36
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	Iteration 197Q: 3 clusters Score -5535175 nChanged 34
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	Iteration 198Q: 3 clusters Score -5535182 nChanged 33
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	Iteration 199Q: 3 clusters Score -5535180 nChanged 37
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	Iteration 200F: 3 clusters Score -5535186 nChanged 40
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Mstep: Class 1 contains 2576 members 
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	Iteration 201Q: 3 clusters Score -5535188 nChanged 37
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	Iteration 202Q: 3 clusters Score -5535178 nChanged 32
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	Iteration 203Q: 3 clusters Score -5535174 nChanged 36
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	Iteration 204Q: 3 clusters Score -5535170 nChanged 29
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	Iteration 206Q: 3 clusters Score -5535178 nChanged 33
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	Iteration 207Q: 3 clusters Score -5535174 nChanged 35
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	Iteration 208Q: 3 clusters Score -5535177 nChanged 38
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	Iteration 209Q: 3 clusters Score -5535174 nChanged 40
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	Iteration 210Q: 3 clusters Score -5535186 nChanged 37
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	Iteration 211Q: 3 clusters Score -5535194 nChanged 28
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	Iteration 212Q: 3 clusters Score -5535198 nChanged 22
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	Iteration 213Q: 3 clusters Score -5535196 nChanged 28
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	Iteration 214Q: 3 clusters Score -5535189 nChanged 40
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	Iteration 215Q: 3 clusters Score -5535198 nChanged 36
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	Iteration 216Q: 3 clusters Score -5535200 nChanged 25
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	Iteration 217Q: 3 clusters Score -5535199 nChanged 27
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	Iteration 218Q: 3 clusters Score -5535206 nChanged 24
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	Iteration 219Q: 3 clusters Score -5535210 nChanged 34
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	Iteration 220F: 3 clusters Score -5535212 nChanged 34
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	Iteration 221Q: 3 clusters Score -5535212 nChanged 22
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	Iteration 222Q: 3 clusters Score -5535221 nChanged 28
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	Iteration 223Q: 3 clusters Score -5535224 nChanged 30
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	Iteration 224Q: 3 clusters Score -5535220 nChanged 26
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	Iteration 225Q: 3 clusters Score -5535228 nChanged 23
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	Iteration 226Q: 3 clusters Score -5535217 nChanged 14
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	Iteration 227Q: 3 clusters Score -5535216 nChanged 12
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	Iteration 228Q: 3 clusters Score -5535216 nChanged 15
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	Iteration 229Q: 3 clusters Score -5535210 nChanged 10
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	Iteration 230Q: 3 clusters Score -5535218 nChanged 11
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	Iteration 231Q: 3 clusters Score -5535217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -5535218.500000 Penalty: 1037.322754
	Iteration 232Q: 3 clusters Score -5535218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -5535217.000000 Penalty: 1037.322754
	Iteration 233Q: 3 clusters Score -5535217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -5535211.500000 Penalty: 1037.322754
	Iteration 234Q: 3 clusters Score -5535212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -5535220.500000 Penalty: 1037.322754
	Iteration 235Q: 3 clusters Score -5535220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -5535215.000000 Penalty: 1037.322754
	Iteration 236Q: 3 clusters Score -5535215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -5535222.000000 Penalty: 1037.322754
	Iteration 237Q: 3 clusters Score -5535222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -5535219.500000 Penalty: 1037.322754
	Iteration 238Q: 3 clusters Score -5535220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -5535216.500000 Penalty: 1037.322754
	Iteration 239Q: 3 clusters Score -5535216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -5535217.000000 Penalty: 1037.322754
	Iteration 240F: 3 clusters Score -5535217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -5535224.000000 Penalty: 1037.322754
	Iteration 241Q: 3 clusters Score -5535224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -5535226.000000 Penalty: 1037.322754
	Iteration 242Q: 3 clusters Score -5535226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -5535227.500000 Penalty: 1037.322754
	Iteration 243Q: 3 clusters Score -5535228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -5535233.000000 Penalty: 1037.322754
	Iteration 244Q: 3 clusters Score -5535233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -5535232.500000 Penalty: 1037.322754
	Iteration 245Q: 3 clusters Score -5535232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -5535233.000000 Penalty: 1037.322754
	Iteration 246Q: 3 clusters Score -5535233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -5535228.000000 Penalty: 1037.322754
	Iteration 247Q: 3 clusters Score -5535228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -5535230.500000 Penalty: 1037.322754
	Iteration 248Q: 3 clusters Score -5535230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -5535234.000000 Penalty: 1037.322754
	Iteration 249Q: 3 clusters Score -5535234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -5535234.500000 Penalty: 1037.322754
	Iteration 250Q: 3 clusters Score -5535234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -5535230.000000 Penalty: 1037.322754
	Iteration 251Q: 3 clusters Score -5535230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -5535227.000000 Penalty: 1037.322754
	Iteration 252Q: 3 clusters Score -5535227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -5535227.500000 Penalty: 1037.322754
	Iteration 253Q: 3 clusters Score -5535228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -5535231.500000 Penalty: 1037.322754
	Iteration 254Q: 3 clusters Score -5535232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -5535229.500000 Penalty: 1037.322754
	Iteration 255Q: 3 clusters Score -5535230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -5535226.500000 Penalty: 1037.322754
	Iteration 256Q: 3 clusters Score -5535226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -5535227.500000 Penalty: 1037.322754
	Iteration 257Q: 3 clusters Score -5535228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 86719 members 
Entering Unmasked Estep 
Score: -5535227.000000 Penalty: 1037.322754
	Iteration 258Q: 3 clusters Score -5535227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -5535233.000000 Penalty: 1037.322754
	Iteration 259Q: 3 clusters Score -5535233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -5535230.500000 Penalty: 1037.322754
	Iteration 260F: 3 clusters Score -5535230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -5535228.000000 Penalty: 1037.322754
	Iteration 261Q: 3 clusters Score -5535228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -5535236.000000 Penalty: 1037.322754
	Iteration 262Q: 3 clusters Score -5535236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -5535233.500000 Penalty: 1037.322754
	Iteration 263Q: 3 clusters Score -5535234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -5535232.500000 Penalty: 1037.322754
	Iteration 264Q: 3 clusters Score -5535232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -5535234.500000 Penalty: 1037.322754
	Iteration 265Q: 3 clusters Score -5535234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -5535234.000000 Penalty: 1037.322754
	Iteration 266Q: 3 clusters Score -5535234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -5535231.500000 Penalty: 1037.322754
	Iteration 267Q: 3 clusters Score -5535232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -5535229.500000 Penalty: 1037.322754
	Iteration 268Q: 3 clusters Score -5535230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -5535233.000000 Penalty: 1037.322754
	Iteration 269Q: 3 clusters Score -5535233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -5535234.500000 Penalty: 1037.322754
	Iteration 270Q: 3 clusters Score -5535234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -5535232.000000 Penalty: 1037.322754
	Iteration 271Q: 3 clusters Score -5535232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -5535237.500000 Penalty: 1037.322754
	Iteration 272Q: 3 clusters Score -5535238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -5535235.000000 Penalty: 1037.322754
	Iteration 273Q: 3 clusters Score -5535235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -5535241.000000 Penalty: 1037.322754
	Iteration 274Q: 3 clusters Score -5535241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -5535240.500000 Penalty: 1037.322754
	Iteration 275Q: 3 clusters Score -5535240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -5535239.000000 Penalty: 1037.322754
	Iteration 276Q: 3 clusters Score -5535239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -5535244.000000 Penalty: 1037.322754
	Iteration 277Q: 3 clusters Score -5535244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -5535241.500000 Penalty: 1037.322754
	Iteration 278Q: 3 clusters Score -5535242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -5535235.500000 Penalty: 1037.322754
	Iteration 279Q: 3 clusters Score -5535236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -5535233.000000 Penalty: 1037.322754
	Iteration 280F: 3 clusters Score -5535233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -5535232.500000 Penalty: 1037.322754
	Iteration 281Q: 3 clusters Score -5535232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -5535234.000000 Penalty: 1037.322754
	Iteration 282Q: 3 clusters Score -5535234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -5535231.500000 Penalty: 1037.322754
	Iteration 283Q: 3 clusters Score -5535232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -5535230.500000 Penalty: 1037.322754
	Iteration 284Q: 3 clusters Score -5535230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -5535223.000000 Penalty: 1037.322754
	Iteration 285Q: 3 clusters Score -5535223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -5535214.000000 Penalty: 1037.322754
	Iteration 286Q: 3 clusters Score -5535214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -5535213.500000 Penalty: 1037.322754
	Iteration 287Q: 3 clusters Score -5535214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -5535209.500000 Penalty: 1037.322754
	Iteration 288Q: 3 clusters Score -5535210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -5535222.000000 Penalty: 1037.322754
	Iteration 289Q: 3 clusters Score -5535222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -5535223.500000 Penalty: 1037.322754
	Iteration 290Q: 3 clusters Score -5535224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -5535219.500000 Penalty: 1037.322754
	Iteration 291Q: 3 clusters Score -5535220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -5535219.000000 Penalty: 1037.322754
	Iteration 292Q: 3 clusters Score -5535219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -5535216.000000 Penalty: 1037.322754
	Iteration 293Q: 3 clusters Score -5535216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -5535215.500000 Penalty: 1037.322754
	Iteration 294Q: 3 clusters Score -5535216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -5535218.000000 Penalty: 1037.322754
	Iteration 295Q: 3 clusters Score -5535218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -5535218.500000 Penalty: 1037.322754
	Iteration 296Q: 3 clusters Score -5535218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -5535219.000000 Penalty: 1037.322754
	Iteration 297Q: 3 clusters Score -5535219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -5535218.500000 Penalty: 1037.322754
	Iteration 298Q: 3 clusters Score -5535218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -5535214.000000 Penalty: 1037.322754
	Iteration 299Q: 3 clusters Score -5535214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -5535221.500000 Penalty: 1037.322754
	Iteration 300F: 3 clusters Score -5535222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -5535216.000000 Penalty: 1037.322754
	Iteration 301Q: 3 clusters Score -5535216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -5535214.000000 Penalty: 1037.322754
	Iteration 302Q: 3 clusters Score -5535214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -5535214.500000 Penalty: 1037.322754
	Iteration 303Q: 3 clusters Score -5535214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -5535213.500000 Penalty: 1037.322754
	Iteration 304Q: 3 clusters Score -5535214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -5535208.000000 Penalty: 1037.322754
	Iteration 305Q: 3 clusters Score -5535208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -5535214.500000 Penalty: 1037.322754
	Iteration 306Q: 3 clusters Score -5535214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -5535220.500000 Penalty: 1037.322754
	Iteration 307Q: 3 clusters Score -5535220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -5535220.500000 Penalty: 1037.322754
	Iteration 308F: 3 clusters Score -5535220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -140504.296875 Penalty: 352.081390
	Iteration 0F: 2 clusters Score -140504.3 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 1114 members 
Entering Unmasked Estep 
Score: -138898.234375 Penalty: 704.162781
	Iteration 0F: 3 clusters Score -138898.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -139556.000000 Penalty: 704.162781
	Iteration 1F: 3 clusters Score -139556 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139773.937500 Penalty: 704.162781
	Iteration 2F: 3 clusters Score -139773.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139988.265625 Penalty: 704.162781
	Iteration 3F: 3 clusters Score -139988.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -140175.015625 Penalty: 704.162781
	Iteration 4F: 3 clusters Score -140175 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140273.906250 Penalty: 704.162781
	Iteration 5F: 3 clusters Score -140273.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140335.109375 Penalty: 704.162781
	Iteration 6Q: 3 clusters Score -140335.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -140382.859375 Penalty: 704.162781
	Iteration 7Q: 3 clusters Score -140382.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -140405.453125 Penalty: 704.162781
	Iteration 8Q: 3 clusters Score -140405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140410.234375 Penalty: 704.162781
	Iteration 9Q: 3 clusters Score -140410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140412.218750 Penalty: 704.162781
	Iteration 10Q: 3 clusters Score -140412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140412.500000 Penalty: 704.162781
	Iteration 11Q: 3 clusters Score -140412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140412.500000 Penalty: 704.162781
	Iteration 12F: 3 clusters Score -140412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -10407.666016 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -10407.67 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 84 members 
Entering Unmasked Estep 
Score: -10147.394531 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -10147.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10233.918945 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -10233.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10286.657227 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -10286.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10301.775391 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -10301.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10314.672852 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -10314.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10321.850586 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -10321.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10324.666016 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -10324.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10327.955078 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -10327.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10333.875977 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -10333.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10334.463867 Penalty: 464.087830
	Iteration 9Q: 3 clusters Score -10334.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10334.463867 Penalty: 464.087830
	Iteration 10F: 3 clusters Score -10334.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -9635.548828 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -9635.549 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 124 members 
Entering Unmasked Estep 
Score: -9332.017578 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -9332.018 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9403.539062 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -9403.539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9428.394531 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -9428.395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9444.020508 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -9444.021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9453.250000 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -9453.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9454.378906 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -9454.379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9463.371094 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -9463.371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9470.505859 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -9470.506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9472.168945 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -9472.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9472.168945 Penalty: 506.022034
	Iteration 9F: 3 clusters Score -9472.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4905 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88405 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61379 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 81257 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 83206 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37311 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 148 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18501 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 668 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81192 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14490 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 5565 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89246 members 
Mstep: Class 77 contains 2294 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299836.000000 Penalty: 51144.671875
Iteration 479Q: 83 clusters Score -5.329984e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88942 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 8702 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 61783 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 15 contains 81515 members 
Mstep: Class 16 contains 29481 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 83234 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37480 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 149 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18474 members 
Mstep: Class 35 contains 88958 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 665 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81223 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14673 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 6143 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89670 members 
Mstep: Class 77 contains 2299 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 101 members 
Mstep: Class 81 contains 80962 members 
Mstep: Class 82 contains 84628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300100.000000 Penalty: 51144.671875
Iteration 480F: 83 clusters Score -5.33001e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 89022 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62002 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 81298 members 
Mstep: Class 16 contains 29326 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 83013 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37569 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 18101 members 
Mstep: Class 35 contains 88559 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 664 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 80921 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 208 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14752 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 6528 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90078 members 
Mstep: Class 77 contains 2303 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 260 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 81560 members 
Mstep: Class 82 contains 84420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300424.000000 Penalty: 51144.671875
Iteration 481Q: 83 clusters Score -5.330042e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88949 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62237 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 81180 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 20 contains 82880 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37690 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 104 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 17676 members 
Mstep: Class 35 contains 88242 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 664 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 80793 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14836 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 6913 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90309 members 
Mstep: Class 77 contains 2308 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 81842 members 
Mstep: Class 82 contains 84372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300748.000000 Penalty: 51144.671875
Iteration 482Q: 83 clusters Score -5.330075e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4771 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88831 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 8789 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62443 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 81116 members 
Mstep: Class 16 contains 29037 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4996 members 
Mstep: Class 20 contains 82768 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 37866 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 17249 members 
Mstep: Class 35 contains 87923 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 665 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 80775 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14902 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 7272 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90425 members 
Mstep: Class 77 contains 2307 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82038 members 
Mstep: Class 82 contains 84398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301256.000000 Penalty: 51144.671875
Iteration 483Q: 83 clusters Score -5.330126e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88613 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62690 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 15 contains 81030 members 
Mstep: Class 16 contains 28936 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 82708 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38036 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 16844 members 
Mstep: Class 35 contains 87627 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 663 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 80846 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14950 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 7594 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90440 members 
Mstep: Class 77 contains 2307 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82201 members 
Mstep: Class 82 contains 84489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301676.000000 Penalty: 51144.671875
Iteration 484Q: 83 clusters Score -5.330168e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88421 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 8808 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 62964 members 
Mstep: Class 14 contains 5595 members 
Mstep: Class 15 contains 80940 members 
Mstep: Class 16 contains 28858 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 82660 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38196 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 16387 members 
Mstep: Class 35 contains 87331 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 661 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 80940 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 14990 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 7895 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90429 members 
Mstep: Class 77 contains 2310 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82325 members 
Mstep: Class 82 contains 84617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301976.000000 Penalty: 51144.671875
Iteration 485Q: 83 clusters Score -5.330198e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 88170 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 8798 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 80871 members 
Mstep: Class 16 contains 28779 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 4996 members 
Mstep: Class 20 contains 82604 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38359 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 15950 members 
Mstep: Class 35 contains 87046 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81074 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15032 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 8219 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90380 members 
Mstep: Class 77 contains 2315 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82443 members 
Mstep: Class 82 contains 84745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302304.000000 Penalty: 51144.671875
Iteration 486Q: 83 clusters Score -5.33023e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87946 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63519 members 
Mstep: Class 14 contains 5699 members 
Mstep: Class 15 contains 80835 members 
Mstep: Class 16 contains 28701 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 82558 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38507 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 15529 members 
Mstep: Class 35 contains 86740 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 657 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81226 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15067 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 8520 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90269 members 
Mstep: Class 77 contains 2318 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82568 members 
Mstep: Class 82 contains 84882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302580.000000 Penalty: 51144.671875
Iteration 487Q: 83 clusters Score -5.330258e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4745 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87701 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 8802 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 63791 members 
Mstep: Class 14 contains 5740 members 
Mstep: Class 15 contains 80812 members 
Mstep: Class 16 contains 28626 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 82495 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38624 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 86489 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 657 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81349 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15100 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 8795 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90148 members 
Mstep: Class 77 contains 2320 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82713 members 
Mstep: Class 82 contains 85030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302748.000000 Penalty: 51144.671875
Iteration 488Q: 83 clusters Score -5.330275e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4739 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87511 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64067 members 
Mstep: Class 14 contains 5767 members 
Mstep: Class 15 contains 80725 members 
Mstep: Class 16 contains 28545 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 20 contains 82451 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38719 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 14779 members 
Mstep: Class 35 contains 86241 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 656 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81478 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15126 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 9094 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 90032 members 
Mstep: Class 77 contains 2326 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82844 members 
Mstep: Class 82 contains 85171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303080.000000 Penalty: 51144.671875
Iteration 489Q: 83 clusters Score -5.330308e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87346 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64370 members 
Mstep: Class 14 contains 5790 members 
Mstep: Class 15 contains 80666 members 
Mstep: Class 16 contains 28461 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 82394 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38775 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 14406 members 
Mstep: Class 35 contains 86042 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 656 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81618 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15137 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 9378 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 137 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89872 members 
Mstep: Class 77 contains 2332 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 82941 members 
Mstep: Class 82 contains 85329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303312.000000 Penalty: 51144.671875
Iteration 490Q: 83 clusters Score -5.330331e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4734 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87168 members 
Mstep: Class 9 contains 2589 members 
Mstep: Class 10 contains 8841 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64648 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 80611 members 
Mstep: Class 16 contains 28404 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 82340 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38843 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 14062 members 
Mstep: Class 35 contains 85843 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 656 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81737 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15161 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 9665 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89684 members 
Mstep: Class 77 contains 2333 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 83080 members 
Mstep: Class 82 contains 85470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303508.000000 Penalty: 51144.671875
Iteration 491Q: 83 clusters Score -5.330351e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 87028 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 8858 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 64914 members 
Mstep: Class 14 contains 5805 members 
Mstep: Class 15 contains 80526 members 
Mstep: Class 16 contains 28343 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 82294 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38911 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 13701 members 
Mstep: Class 35 contains 85662 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 655 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81835 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15180 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 9969 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89496 members 
Mstep: Class 77 contains 2333 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 83203 members 
Mstep: Class 82 contains 85646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303756.000000 Penalty: 51144.671875
Iteration 492Q: 83 clusters Score -5.330376e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86886 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65193 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 80468 members 
Mstep: Class 16 contains 28274 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 82266 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 38966 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 13302 members 
Mstep: Class 35 contains 85524 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 653 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81867 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15207 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 10243 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89346 members 
Mstep: Class 77 contains 2338 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 83344 members 
Mstep: Class 82 contains 85795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304180.000000 Penalty: 51144.671875
Iteration 493Q: 83 clusters Score -5.330418e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 207 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86736 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 8890 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65470 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 80401 members 
Mstep: Class 16 contains 28207 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 82238 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39038 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12912 members 
Mstep: Class 35 contains 85410 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 649 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81917 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15229 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 10525 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 89183 members 
Mstep: Class 77 contains 2342 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 83490 members 
Mstep: Class 82 contains 85909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304312.000000 Penalty: 51144.671875
Iteration 494Q: 83 clusters Score -5.330431e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86599 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 8902 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 65726 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 80342 members 
Mstep: Class 16 contains 28134 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 82219 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39094 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12544 members 
Mstep: Class 35 contains 85353 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 646 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81977 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15244 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 10807 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88987 members 
Mstep: Class 77 contains 2345 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 83645 members 
Mstep: Class 82 contains 85997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304432.000000 Penalty: 51144.671875
Iteration 495Q: 83 clusters Score -5.330443e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86418 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66001 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 80292 members 
Mstep: Class 16 contains 28079 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 82198 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39148 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12146 members 
Mstep: Class 35 contains 85269 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82020 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15267 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 11066 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88781 members 
Mstep: Class 77 contains 2350 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 83832 members 
Mstep: Class 82 contains 86135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304760.000000 Penalty: 51144.671875
Iteration 496Q: 83 clusters Score -5.330476e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4689 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86272 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 8937 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66267 members 
Mstep: Class 14 contains 5782 members 
Mstep: Class 15 contains 80241 members 
Mstep: Class 16 contains 28032 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 82195 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39205 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11760 members 
Mstep: Class 35 contains 85209 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 82007 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15277 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 11292 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88585 members 
Mstep: Class 77 contains 2354 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 84045 members 
Mstep: Class 82 contains 86240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305112.000000 Penalty: 51144.671875
Iteration 497Q: 83 clusters Score -5.330511e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 86119 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 8954 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66549 members 
Mstep: Class 14 contains 5782 members 
Mstep: Class 15 contains 80215 members 
Mstep: Class 16 contains 27978 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 82159 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39240 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11402 members 
Mstep: Class 35 contains 85173 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 644 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81971 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15285 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 11521 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88416 members 
Mstep: Class 77 contains 2360 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 84253 members 
Mstep: Class 82 contains 86312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305124.000000 Penalty: 51144.671875
Iteration 498Q: 83 clusters Score -5.330512e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 85942 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 66882 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 80177 members 
Mstep: Class 16 contains 27925 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 82141 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39266 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 105 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11045 members 
Mstep: Class 35 contains 85097 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81926 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15294 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 11751 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88256 members 
Mstep: Class 77 contains 2367 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 84459 members 
Mstep: Class 82 contains 86385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305356.000000 Penalty: 51144.671875
Iteration 499Q: 83 clusters Score -5.330536e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 253 members 
Mstep: Class 4 contains 208 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 85773 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 67188 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 80157 members 
Mstep: Class 16 contains 27866 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 82128 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 39299 members 
Mstep: Class 23 contains 313 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 150 members 
Mstep: Class 28 contains 106 members 
Mstep: Class 29 contains 375 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 96 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 10707 members 
Mstep: Class 35 contains 84975 members 
Mstep: Class 36 contains 225 members 
Mstep: Class 37 contains 408 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 291 members 
Mstep: Class 40 contains 281 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 460 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 212 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 1031 members 
Mstep: Class 54 contains 720 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 81930 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 207 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 193 members 
Mstep: Class 62 contains 124 members 
Mstep: Class 63 contains 1970 members 
Mstep: Class 64 contains 313 members 
Mstep: Class 65 contains 15304 members 
Mstep: Class 66 contains 172 members 
Mstep: Class 67 contains 326 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 11975 members 
Mstep: Class 70 contains 275 members 
Mstep: Class 71 contains 128 members 
Mstep: Class 72 contains 136 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 55 members 
Mstep: Class 75 contains 72 members 
Mstep: Class 76 contains 88111 members 
Mstep: Class 77 contains 2371 members 
Mstep: Class 78 contains 164 members 
Mstep: Class 79 contains 261 members 
Mstep: Class 80 contains 105 members 
Mstep: Class 81 contains 84660 members 
Mstep: Class 82 contains 86444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305452.000000 Penalty: 51144.671875
Iteration 500F: 83 clusters Score -5.330545e+07 nChanged 2887
Maximum iterations exceeded
22->83 Clusters: Score -53305452.000000, best is -53302640.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 898097 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 40741 members 
Mstep: Class 3 contains 40519 members 
Mstep: Class 4 contains 40712 members 
Mstep: Class 5 contains 40873 members 
Mstep: Class 6 contains 40825 members 
Mstep: Class 7 contains 40518 members 
Mstep: Class 8 contains 41080 members 
Mstep: Class 9 contains 40812 members 
Mstep: Class 10 contains 40849 members 
Mstep: Class 11 contains 41133 members 
Mstep: Class 12 contains 40995 members 
Mstep: Class 13 contains 40801 members 
Mstep: Class 14 contains 40690 members 
Mstep: Class 15 contains 40962 members 
Mstep: Class 16 contains 40615 members 
Mstep: Class 17 contains 40959 members 
Mstep: Class 18 contains 41079 members 
Mstep: Class 19 contains 40519 members 
Mstep: Class 20 contains 40711 members 
Mstep: Class 21 contains 40889 members 
Mstep: Class 22 contains 41049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45521936.000000 Penalty: 13721.741211
Iteration 0F: 23 clusters Score -4.552194e+07 nChanged 857425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9219 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 58624 members 
Mstep: Class 4 contains 33812 members 
Mstep: Class 5 contains 9907 members 
Mstep: Class 6 contains 26455 members 
Mstep: Class 7 contains 351390 members 
Mstep: Class 8 contains 27772 members 
Mstep: Class 9 contains 752 members 
Mstep: Class 10 contains 22885 members 
Mstep: Class 11 contains 29418 members 
Mstep: Class 12 contains 29727 members 
Mstep: Class 13 contains 22813 members 
Mstep: Class 14 contains 28718 members 
Mstep: Class 15 contains 16328 members 
Mstep: Class 16 contains 43519 members 
Mstep: Class 17 contains 23815 members 
Mstep: Class 18 contains 25146 members 
Mstep: Class 19 contains 18231 members 
Mstep: Class 20 contains 16135 members 
Mstep: Class 21 contains 20595 members 
Mstep: Class 22 contains 45745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51487936.000000 Penalty: 13721.741211
Iteration 1F: 23 clusters Score -5.148794e+07 nChanged 358064
Entering Unmasked Mstep 
Mstep: Class 0 contains 4348 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 96383 members 
Mstep: Class 4 contains 39979 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 513198 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 2915 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 46060 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 6373 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 13113 members 
Mstep: Class 17 contains 33768 members 
Mstep: Class 18 contains 29963 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 10514 members 
Mstep: Class 22 contains 39042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51994432.000000 Penalty: 13721.741211
Iteration 2F: 23 clusters Score -5.199443e+07 nChanged 216338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1767 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 171211 members 
Mstep: Class 4 contains 49396 members 
Mstep: Class 5 contains 8518 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 425666 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 1147 members 
Mstep: Class 12 contains 64301 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 40263 members 
Mstep: Class 18 contains 34683 members 
Mstep: Class 19 contains 1288 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 9705 members 
Mstep: Class 22 contains 37895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366980.000000 Penalty: 13721.741211
Iteration 3F: 23 clusters Score -5.236698e+07 nChanged 190235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1221 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 275677 members 
Mstep: Class 4 contains 61590 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 318649 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 4285 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 77199 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 6229 members 
Mstep: Class 17 contains 40612 members 
Mstep: Class 18 contains 33183 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 37555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52458492.000000 Penalty: 13721.741211
Iteration 4F: 23 clusters Score -5.245849e+07 nChanged 190151
Entering Unmasked Mstep 
Mstep: Class 0 contains 967 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3290 members 
Mstep: Class 3 contains 269346 members 
Mstep: Class 4 contains 81786 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 291393 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 104036 members 
Mstep: Class 13 contains 3627 members 
Mstep: Class 14 contains 1969 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 3356 members 
Mstep: Class 17 contains 40497 members 
Mstep: Class 18 contains 27678 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 41469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52581020.000000 Penalty: 13721.741211
Iteration 5F: 23 clusters Score -5.258102e+07 nChanged 123801
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 233789 members 
Mstep: Class 4 contains 98956 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 7 contains 282199 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 4280 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 132408 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 40796 members 
Mstep: Class 18 contains 26129 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 2571 members 
Mstep: Class 22 contains 45971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52701492.000000 Penalty: 13721.741211
Iteration 6F: 23 clusters Score -5.270149e+07 nChanged 106068
Entering Unmasked Mstep 
Mstep: Class 0 contains 649 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4839 members 
Mstep: Class 3 contains 219274 members 
Mstep: Class 4 contains 113191 members 
Mstep: Class 5 contains 6950 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 254934 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 9 contains 4250 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 155575 members 
Mstep: Class 13 contains 4155 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1029 members 
Mstep: Class 17 contains 40200 members 
Mstep: Class 18 contains 26176 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 1017 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 51558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52804908.000000 Penalty: 13721.741211
Iteration 7F: 23 clusters Score -5.280491e+07 nChanged 93429
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6657 members 
Mstep: Class 3 contains 206128 members 
Mstep: Class 4 contains 125681 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 230471 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 173928 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 40368 members 
Mstep: Class 18 contains 26522 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 952 members 
Mstep: Class 21 contains 811 members 
Mstep: Class 22 contains 57333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 520.225159 but Gain 623.714844
Score: -52903784.000000 Penalty: 13098.026367
Iteration 8F: 22 clusters Score -5.290378e+07 nChanged 87640
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 194552 members 
Mstep: Class 4 contains 132804 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 7 contains 210166 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 4118 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 194209 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 39402 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 840 members 
Mstep: Class 22 contains 62961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 535.880676 but Gain 623.715820
Score: -52974404.000000 Penalty: 12474.310547
Iteration 9F: 21 clusters Score -5.29744e+07 nChanged 81127
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9652 members 
Mstep: Class 3 contains 186768 members 
Mstep: Class 4 contains 137284 members 
Mstep: Class 5 contains 6253 members 
Mstep: Class 7 contains 192713 members 
Mstep: Class 8 contains 1511 members 
Mstep: Class 9 contains 4037 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 211587 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 37792 members 
Mstep: Class 18 contains 25622 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 22 contains 68630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 616.408264 but Gain 623.715820
Score: -53011292.000000 Penalty: 11850.594727
Iteration 10F: 20 clusters Score -5.301129e+07 nChanged 66087
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 182633 members 
Mstep: Class 4 contains 143600 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 7 contains 178262 members 
Mstep: Class 8 contains 1978 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 219007 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 17 contains 37043 members 
Mstep: Class 18 contains 25107 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 22 contains 74558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53033880.000000 Penalty: 11850.594727
Iteration 11F: 20 clusters Score -5.303388e+07 nChanged 52470
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 180724 members 
Mstep: Class 4 contains 150406 members 
Mstep: Class 5 contains 6003 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 218996 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 17 contains 37702 members 
Mstep: Class 18 contains 25357 members 
Mstep: Class 19 contains 431 members 
Mstep: Class 20 contains 660 members 
Mstep: Class 22 contains 81046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53050120.000000 Penalty: 11850.594727
Iteration 12F: 20 clusters Score -5.305012e+07 nChanged 43224
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 179920 members 
Mstep: Class 4 contains 156409 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 7 contains 156052 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 214996 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 17 contains 39245 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 22 contains 86381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53066016.000000 Penalty: 11850.594727
Iteration 13Q: 20 clusters Score -5.306602e+07 nChanged 39791
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 177857 members 
Mstep: Class 4 contains 164414 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 7 contains 150084 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 4063 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 208614 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 17 contains 40991 members 
Mstep: Class 18 contains 26763 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 22 contains 89771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53082820.000000 Penalty: 11850.594727
Iteration 14Q: 20 clusters Score -5.308282e+07 nChanged 43429
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13672 members 
Mstep: Class 3 contains 173601 members 
Mstep: Class 4 contains 177514 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 7 contains 145756 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 200484 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 676 members 
Mstep: Class 17 contains 42011 members 
Mstep: Class 18 contains 26853 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 22 contains 91959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53095720.000000 Penalty: 11850.594727
Iteration 15Q: 20 clusters Score -5.309572e+07 nChanged 53560
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 168088 members 
Mstep: Class 4 contains 194915 members 
Mstep: Class 5 contains 5932 members 
Mstep: Class 7 contains 140511 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 12 contains 191338 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 17 contains 41517 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 22 contains 95634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53092604.000000 Penalty: 11850.594727
Iteration 16F: 20 clusters Score -5.30926e+07 nChanged 60514
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14906 members 
Mstep: Class 3 contains 163717 members 
Mstep: Class 4 contains 205890 members 
Mstep: Class 5 contains 5934 members 
Mstep: Class 7 contains 134855 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 2116 members 
Mstep: Class 12 contains 185076 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 17 contains 41385 members 
Mstep: Class 18 contains 25086 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 22 contains 101035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 601.536987 but Gain 623.714844
Score: -53084452.000000 Penalty: 11226.879883
Iteration 17F: 19 clusters Score -5.308445e+07 nChanged 61598
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16483 members 
Mstep: Class 3 contains 166930 members 
Mstep: Class 4 contains 203723 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 7 contains 129661 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 182839 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 1144 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 17 contains 43412 members 
Mstep: Class 18 contains 25233 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 22 contains 104166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53086576.000000 Penalty: 11226.879883
Iteration 18F: 19 clusters Score -5.308658e+07 nChanged 48059
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18580 members 
Mstep: Class 3 contains 175460 members 
Mstep: Class 4 contains 192125 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 7 contains 125004 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 182832 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 17 contains 46901 members 
Mstep: Class 18 contains 25957 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 22 contains 105532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53095236.000000 Penalty: 11226.879883
Iteration 19F: 19 clusters Score -5.309524e+07 nChanged 33602
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20806 members 
Mstep: Class 3 contains 181041 members 
Mstep: Class 4 contains 179272 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 7 contains 122961 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 2931 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 183954 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 17 contains 51049 members 
Mstep: Class 18 contains 26967 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 22 contains 106189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53104400.000000 Penalty: 11226.879883
Iteration 20F: 19 clusters Score -5.31044e+07 nChanged 26088
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22977 members 
Mstep: Class 3 contains 180634 members 
Mstep: Class 4 contains 171447 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 7 contains 123286 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 184599 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 17 contains 55098 members 
Mstep: Class 18 contains 28055 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 22 contains 105923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53114084.000000 Penalty: 11226.879883
Iteration 21Q: 19 clusters Score -5.311408e+07 nChanged 21337
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24917 members 
Mstep: Class 3 contains 178094 members 
Mstep: Class 4 contains 168110 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 7 contains 123833 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 184394 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 17 contains 58862 members 
Mstep: Class 18 contains 28992 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 22 contains 104509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53121256.000000 Penalty: 11226.879883
Iteration 22Q: 19 clusters Score -5.312126e+07 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26677 members 
Mstep: Class 3 contains 175689 members 
Mstep: Class 4 contains 167263 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 7 contains 123585 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 3918 members 
Mstep: Class 10 contains 2926 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 183449 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 17 contains 62571 members 
Mstep: Class 18 contains 29690 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 22 contains 102441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53127680.000000 Penalty: 11226.879883
Iteration 23Q: 19 clusters Score -5.312768e+07 nChanged 19251
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 28441 members 
Mstep: Class 3 contains 173731 members 
Mstep: Class 4 contains 167393 members 
Mstep: Class 5 contains 5918 members 
Mstep: Class 7 contains 122361 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 2302 members 
Mstep: Class 12 contains 182067 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 17 contains 66405 members 
Mstep: Class 18 contains 30337 members 
Mstep: Class 19 contains 511 members 
Mstep: Class 22 contains 100290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53131852.000000 Penalty: 11226.879883
Iteration 24Q: 19 clusters Score -5.313185e+07 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 30322 members 
Mstep: Class 3 contains 172005 members 
Mstep: Class 4 contains 167649 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 7 contains 120553 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 3830 members 
Mstep: Class 10 contains 2914 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 180700 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 1661 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 17 contains 70616 members 
Mstep: Class 18 contains 30889 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 22 contains 98006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53135132.000000 Penalty: 11226.879883
Iteration 25Q: 19 clusters Score -5.313513e+07 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32247 members 
Mstep: Class 3 contains 170177 members 
Mstep: Class 4 contains 167878 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 7 contains 118169 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2906 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 179456 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 17 contains 75300 members 
Mstep: Class 18 contains 31399 members 
Mstep: Class 19 contains 532 members 
Mstep: Class 22 contains 95859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53138364.000000 Penalty: 11226.879883
Iteration 26Q: 19 clusters Score -5.313836e+07 nChanged 21847
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34280 members 
Mstep: Class 3 contains 168386 members 
Mstep: Class 4 contains 167969 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 7 contains 115296 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 3809 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 178405 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 17 contains 80362 members 
Mstep: Class 18 contains 31859 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 22 contains 93728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53140664.000000 Penalty: 11226.879883
Iteration 27Q: 19 clusters Score -5.314066e+07 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 166841 members 
Mstep: Class 4 contains 167828 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 7 contains 111856 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 3807 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 177328 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 17 contains 86155 members 
Mstep: Class 18 contains 32279 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 22 contains 91571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53143140.000000 Penalty: 11226.879883
Iteration 28Q: 19 clusters Score -5.314314e+07 nChanged 23468
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38244 members 
Mstep: Class 3 contains 165039 members 
Mstep: Class 4 contains 167355 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 7 contains 108121 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 2848 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 176366 members 
Mstep: Class 13 contains 4616 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 17 contains 92597 members 
Mstep: Class 18 contains 32621 members 
Mstep: Class 19 contains 552 members 
Mstep: Class 22 contains 89630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145400.000000 Penalty: 11226.879883
Iteration 29Q: 19 clusters Score -5.31454e+07 nChanged 24186
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40228 members 
Mstep: Class 3 contains 163056 members 
Mstep: Class 4 contains 166882 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 7 contains 103828 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 175508 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 17 contains 99689 members 
Mstep: Class 18 contains 32991 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 22 contains 87698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53146052.000000 Penalty: 11226.879883
Iteration 30Q: 19 clusters Score -5.314605e+07 nChanged 25053
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42072 members 
Mstep: Class 3 contains 160347 members 
Mstep: Class 4 contains 166427 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 7 contains 99421 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 174656 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 17 contains 107439 members 
Mstep: Class 18 contains 33424 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 22 contains 86025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53147256.000000 Penalty: 11226.879883
Iteration 31Q: 19 clusters Score -5.314726e+07 nChanged 25912
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 43847 members 
Mstep: Class 3 contains 157573 members 
Mstep: Class 4 contains 165967 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 7 contains 94822 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 173884 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2185 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 17 contains 115462 members 
Mstep: Class 18 contains 33905 members 
Mstep: Class 19 contains 566 members 
Mstep: Class 22 contains 84337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53146812.000000 Penalty: 11226.879883
Iteration 32Q: 19 clusters Score -5.314681e+07 nChanged 26171
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45482 members 
Mstep: Class 3 contains 154613 members 
Mstep: Class 4 contains 165797 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 7 contains 90201 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 173205 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 17 contains 123202 members 
Mstep: Class 18 contains 34488 members 
Mstep: Class 19 contains 567 members 
Mstep: Class 22 contains 82806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53146968.000000 Penalty: 11226.879883
Iteration 33Q: 19 clusters Score -5.314697e+07 nChanged 24515
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47096 members 
Mstep: Class 3 contains 151236 members 
Mstep: Class 4 contains 165596 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 7 contains 86288 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 3801 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 172693 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 17 contains 130033 members 
Mstep: Class 18 contains 35142 members 
Mstep: Class 19 contains 572 members 
Mstep: Class 22 contains 81721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53146588.000000 Penalty: 11226.879883
Iteration 34Q: 19 clusters Score -5.314659e+07 nChanged 21745
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 48655 members 
Mstep: Class 3 contains 147314 members 
Mstep: Class 4 contains 165246 members 
Mstep: Class 5 contains 5913 members 
Mstep: Class 7 contains 83796 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 172222 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 17 contains 135175 members 
Mstep: Class 18 contains 35896 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 22 contains 81474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145792.000000 Penalty: 11226.879883
Iteration 35Q: 19 clusters Score -5.314579e+07 nChanged 19256
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 50128 members 
Mstep: Class 3 contains 144167 members 
Mstep: Class 4 contains 164658 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 7 contains 82000 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 171867 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 17 contains 138588 members 
Mstep: Class 18 contains 36663 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 22 contains 81710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145564.000000 Penalty: 11226.879883
Iteration 36Q: 19 clusters Score -5.314556e+07 nChanged 17408
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 51604 members 
Mstep: Class 3 contains 141003 members 
Mstep: Class 4 contains 163852 members 
Mstep: Class 5 contains 5911 members 
Mstep: Class 7 contains 80887 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 171642 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 17 contains 140806 members 
Mstep: Class 18 contains 37516 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 22 contains 82451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145456.000000 Penalty: 11226.879883
Iteration 37Q: 19 clusters Score -5.314546e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 52921 members 
Mstep: Class 3 contains 137773 members 
Mstep: Class 4 contains 163271 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 7 contains 80405 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 3801 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 171530 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 17 contains 141984 members 
Mstep: Class 18 contains 38423 members 
Mstep: Class 19 contains 567 members 
Mstep: Class 22 contains 83441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53145472.000000 Penalty: 11226.879883
Iteration 38Q: 19 clusters Score -5.314547e+07 nChanged 14526
Entering ConstructFrom: 
Score: -53145472.000000 Penalty: 11226.879883
Entering ConstructFrom: 
Trying to split cluster 1 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -88797.156250 Penalty: 331.459351
	Iteration 0F: 2 clusters Score -88797.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -87692.007812 Penalty: 662.918701
	Iteration 0F: 3 clusters Score -87692.01 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -88025.671875 Penalty: 662.918701
	Iteration 1F: 3 clusters Score -88025.67 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -88087.679688 Penalty: 662.918701
	Iteration 2F: 3 clusters Score -88087.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -88125.203125 Penalty: 662.918701
	Iteration 3F: 3 clusters Score -88125.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -88181.765625 Penalty: 662.918701
	Iteration 4Q: 3 clusters Score -88181.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -88255.367188 Penalty: 662.918701
	Iteration 5F: 3 clusters Score -88255.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -88334.093750 Penalty: 662.918701
	Iteration 6F: 3 clusters Score -88334.09 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88392.359375 Penalty: 662.918701
	Iteration 7F: 3 clusters Score -88392.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -88431.492188 Penalty: 662.918701
	Iteration 8Q: 3 clusters Score -88431.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -88447.882812 Penalty: 662.918701
	Iteration 9Q: 3 clusters Score -88447.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -88462.460938 Penalty: 662.918701
	Iteration 10Q: 3 clusters Score -88462.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -88483.007812 Penalty: 662.918701
	Iteration 11Q: 3 clusters Score -88483.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88495.679688 Penalty: 662.918701
	Iteration 12Q: 3 clusters Score -88495.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88499.523438 Penalty: 662.918701
	Iteration 13Q: 3 clusters Score -88499.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88502.656250 Penalty: 662.918701
	Iteration 14Q: 3 clusters Score -88502.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -88505.117188 Penalty: 662.918701
	Iteration 15Q: 3 clusters Score -88505.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88505.554688 Penalty: 662.918701
	Iteration 16Q: 3 clusters Score -88505.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -88506.187500 Penalty: 662.918701
	Iteration 17Q: 3 clusters Score -88506.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -88507.273438 Penalty: 662.918701
	Iteration 18Q: 3 clusters Score -88507.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88507.773438 Penalty: 662.918701
	Iteration 19Q: 3 clusters Score -88507.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88507.773438 Penalty: 662.918701
	Iteration 20F: 3 clusters Score -88507.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Entering Unmasked Estep 
Score: -3330315.750000 Penalty: 495.950562
	Iteration 0F: 2 clusters Score -3330316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3293995.750000 Penalty: 991.901123
	Iteration 0F: 3 clusters Score -3293996 nChanged 26060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3312731.500000 Penalty: 991.901123
	Iteration 1F: 3 clusters Score -3312732 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -3316351.000000 Penalty: 991.901123
	Iteration 2F: 3 clusters Score -3316351 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -3320749.750000 Penalty: 991.901123
	Iteration 3F: 3 clusters Score -3320750 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -3324512.250000 Penalty: 991.901123
	Iteration 4F: 3 clusters Score -3324512 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -3326829.500000 Penalty: 991.901123
	Iteration 5Q: 3 clusters Score -3326830 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -3327947.500000 Penalty: 991.901123
	Iteration 6Q: 3 clusters Score -3327948 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -3328458.750000 Penalty: 991.901123
	Iteration 7Q: 3 clusters Score -3328459 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -3328769.250000 Penalty: 991.901123
	Iteration 8Q: 3 clusters Score -3328769 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -3328998.250000 Penalty: 991.901123
	Iteration 9Q: 3 clusters Score -3328998 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -3329189.750000 Penalty: 991.901123
	Iteration 10Q: 3 clusters Score -3329190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -3329333.500000 Penalty: 991.901123
	Iteration 11Q: 3 clusters Score -3329334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -3329429.750000 Penalty: 991.901123
	Iteration 12Q: 3 clusters Score -3329430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -3329508.500000 Penalty: 991.901123
	Iteration 13Q: 3 clusters Score -3329508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -3329563.250000 Penalty: 991.901123
	Iteration 14Q: 3 clusters Score -3329563 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -3329628.000000 Penalty: 991.901123
	Iteration 15Q: 3 clusters Score -3329628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -3329675.750000 Penalty: 991.901123
	Iteration 16Q: 3 clusters Score -3329676 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -3329715.000000 Penalty: 991.901123
	Iteration 17Q: 3 clusters Score -3329715 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -3329747.250000 Penalty: 991.901123
	Iteration 18Q: 3 clusters Score -3329747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -3329782.000000 Penalty: 991.901123
	Iteration 19Q: 3 clusters Score -3329782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -3329805.750000 Penalty: 991.901123
	Iteration 20F: 3 clusters Score -3329806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -3329829.000000 Penalty: 991.901123
	Iteration 21Q: 3 clusters Score -3329829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -3329870.750000 Penalty: 991.901123
	Iteration 22Q: 3 clusters Score -3329871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -3329894.250000 Penalty: 991.901123
	Iteration 23Q: 3 clusters Score -3329894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -3329907.000000 Penalty: 991.901123
	Iteration 24Q: 3 clusters Score -3329907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -3329925.500000 Penalty: 991.901123
	Iteration 25Q: 3 clusters Score -3329926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -3329938.250000 Penalty: 991.901123
	Iteration 26Q: 3 clusters Score -3329938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -3329945.750000 Penalty: 991.901123
	Iteration 27Q: 3 clusters Score -3329946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -3329951.250000 Penalty: 991.901123
	Iteration 28Q: 3 clusters Score -3329951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -3329952.000000 Penalty: 991.901123
	Iteration 29Q: 3 clusters Score -3329952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -3329953.500000 Penalty: 991.901123
	Iteration 30Q: 3 clusters Score -3329954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -3329954.250000 Penalty: 991.901123
	Iteration 31Q: 3 clusters Score -3329954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -3329957.750000 Penalty: 991.901123
	Iteration 32Q: 3 clusters Score -3329958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -3329956.500000 Penalty: 991.901123
	Iteration 33Q: 3 clusters Score -3329956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -3329960.500000 Penalty: 991.901123
	Iteration 34Q: 3 clusters Score -3329960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -3329963.250000 Penalty: 991.901123
	Iteration 35Q: 3 clusters Score -3329963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -3329963.000000 Penalty: 991.901123
	Iteration 36Q: 3 clusters Score -3329963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -3329965.000000 Penalty: 991.901123
	Iteration 37Q: 3 clusters Score -3329965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -3329966.750000 Penalty: 991.901123
	Iteration 38Q: 3 clusters Score -3329967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -3329965.000000 Penalty: 991.901123
	Iteration 39Q: 3 clusters Score -3329965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -3329964.750000 Penalty: 991.901123
	Iteration 40F: 3 clusters Score -3329965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -3329966.250000 Penalty: 991.901123
	Iteration 41Q: 3 clusters Score -3329966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -3329968.000000 Penalty: 991.901123
	Iteration 42Q: 3 clusters Score -3329968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -3329967.000000 Penalty: 991.901123
	Iteration 43Q: 3 clusters Score -3329967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -3329968.000000 Penalty: 991.901123
	Iteration 44Q: 3 clusters Score -3329968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -3329964.500000 Penalty: 991.901123
	Iteration 45Q: 3 clusters Score -3329964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -3329971.250000 Penalty: 991.901123
	Iteration 46Q: 3 clusters Score -3329971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -3329970.750000 Penalty: 991.901123
	Iteration 47Q: 3 clusters Score -3329971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -3329968.750000 Penalty: 991.901123
	Iteration 48Q: 3 clusters Score -3329969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -3329969.500000 Penalty: 991.901123
	Iteration 49Q: 3 clusters Score -3329970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -3329966.750000 Penalty: 991.901123
	Iteration 50Q: 3 clusters Score -3329967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -3329969.250000 Penalty: 991.901123
	Iteration 51Q: 3 clusters Score -3329969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -3329970.250000 Penalty: 991.901123
	Iteration 52Q: 3 clusters Score -3329970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -3329968.250000 Penalty: 991.901123
	Iteration 53Q: 3 clusters Score -3329968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -3329968.250000 Penalty: 991.901123
	Iteration 54F: 3 clusters Score -3329968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (134430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134430 members 
Entering Unmasked Estep 
Score: -8260801.500000 Penalty: 537.300354
	Iteration 0F: 2 clusters Score -8260802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -8176737.000000 Penalty: 1074.600708
	Iteration 0F: 3 clusters Score -8176737 nChanged 65888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8228344 nChanged 9515
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Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8237006 nChanged 9710
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Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8244400 nChanged 7382
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Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8247917 nChanged 4512
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Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 50589 members 
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Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8249570 nChanged 2194
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Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8249908 nChanged 2015
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Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8250268 nChanged 1925
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Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8250534 nChanged 1752
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Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8250774 nChanged 1786
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Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8251034 nChanged 1703
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Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8251232 nChanged 1709
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Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8251418 nChanged 1708
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Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8251640 nChanged 1709
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Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8251878 nChanged 1627
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Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8252099 nChanged 1695
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Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8252362 nChanged 1688
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Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8252658 nChanged 1683
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Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8252924 nChanged 1650
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Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8253296 nChanged 1651
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Mstep: Class 2 contains 41782 members 
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	Iteration 24Q: 3 clusters Score -8253553 nChanged 1610
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Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8253856 nChanged 1518
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Mstep: Class 2 contains 41564 members 
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	Iteration 26Q: 3 clusters Score -8254202 nChanged 1516
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8254402 nChanged 1488
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	Iteration 28Q: 3 clusters Score -8254661 nChanged 1418
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Mstep: Class 2 contains 41330 members 
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	Iteration 29Q: 3 clusters Score -8254922 nChanged 1317
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Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 41237 members 
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	Iteration 30Q: 3 clusters Score -8255112 nChanged 1302
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Mstep: Class 2 contains 41193 members 
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	Iteration 31Q: 3 clusters Score -8255262 nChanged 1254
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Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 41251 members 
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	Iteration 32Q: 3 clusters Score -8255450 nChanged 1192
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	Iteration 33Q: 3 clusters Score -8255614 nChanged 1075
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	Iteration 34Q: 3 clusters Score -8255722 nChanged 1037
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	Iteration 35Q: 3 clusters Score -8255906 nChanged 889
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	Iteration 36Q: 3 clusters Score -8256017 nChanged 766
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	Iteration 37Q: 3 clusters Score -8256069 nChanged 698
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	Iteration 38Q: 3 clusters Score -8256164 nChanged 650
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	Iteration 39Q: 3 clusters Score -8256232 nChanged 598
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Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8256332 nChanged 615
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	Iteration 41Q: 3 clusters Score -8256338 nChanged 596
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Mstep: Class 2 contains 42479 members 
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	Iteration 42Q: 3 clusters Score -8256400 nChanged 526
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	Iteration 43Q: 3 clusters Score -8256452 nChanged 451
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	Iteration 44Q: 3 clusters Score -8256492 nChanged 370
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	Iteration 46Q: 3 clusters Score -8256528 nChanged 295
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	Iteration 48Q: 3 clusters Score -8256556 nChanged 245
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	Iteration 50Q: 3 clusters Score -8256586 nChanged 188
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	Iteration 51Q: 3 clusters Score -8256584 nChanged 176
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	Iteration 52Q: 3 clusters Score -8256600 nChanged 151
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	Iteration 53Q: 3 clusters Score -8256622 nChanged 114
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	Iteration 54Q: 3 clusters Score -8256630 nChanged 112
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	Iteration 55Q: 3 clusters Score -8256654 nChanged 119
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	Iteration 56Q: 3 clusters Score -8256664 nChanged 108
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	Iteration 57Q: 3 clusters Score -8256684 nChanged 111
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	Iteration 58Q: 3 clusters Score -8256689 nChanged 85
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	Iteration 59Q: 3 clusters Score -8256682 nChanged 65
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	Iteration 60F: 3 clusters Score -8256687 nChanged 51
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	Iteration 61Q: 3 clusters Score -8256688 nChanged 44
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	Iteration 62Q: 3 clusters Score -8256690 nChanged 39
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	Iteration 63Q: 3 clusters Score -8256679 nChanged 38
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	Iteration 64Q: 3 clusters Score -8256680 nChanged 30
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	Iteration 65Q: 3 clusters Score -8256692 nChanged 33
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	Iteration 66Q: 3 clusters Score -8256700 nChanged 22
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	Iteration 67Q: 3 clusters Score -8256691 nChanged 27
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	Iteration 68Q: 3 clusters Score -8256711 nChanged 23
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	Iteration 69Q: 3 clusters Score -8256706 nChanged 20
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	Iteration 70Q: 3 clusters Score -8256702 nChanged 19
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	Iteration 71Q: 3 clusters Score -8256696 nChanged 15
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	Iteration 72Q: 3 clusters Score -8256699 nChanged 24
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	Iteration 73Q: 3 clusters Score -8256706 nChanged 27
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	Iteration 74Q: 3 clusters Score -8256712 nChanged 33
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	Iteration 75Q: 3 clusters Score -8256708 nChanged 47
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	Iteration 76Q: 3 clusters Score -8256709 nChanged 34
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	Iteration 77Q: 3 clusters Score -8256718 nChanged 35
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	Iteration 78Q: 3 clusters Score -8256726 nChanged 41
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	Iteration 79Q: 3 clusters Score -8256718 nChanged 33
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	Iteration 80F: 3 clusters Score -8256726 nChanged 26
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	Iteration 81Q: 3 clusters Score -8256720 nChanged 26
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	Iteration 82Q: 3 clusters Score -8256724 nChanged 29
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	Iteration 83Q: 3 clusters Score -8256722 nChanged 34
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	Iteration 84Q: 3 clusters Score -8256732 nChanged 28
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	Iteration 85Q: 3 clusters Score -8256731 nChanged 17
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	Iteration 86Q: 3 clusters Score -8256722 nChanged 17
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	Iteration 87Q: 3 clusters Score -8256722 nChanged 19
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	Iteration 88Q: 3 clusters Score -8256724 nChanged 21
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	Iteration 89Q: 3 clusters Score -8256726 nChanged 12
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	Iteration 90Q: 3 clusters Score -8256728 nChanged 16
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	Iteration 91Q: 3 clusters Score -8256720 nChanged 12
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	Iteration 92Q: 3 clusters Score -8256716 nChanged 13
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	Iteration 93Q: 3 clusters Score -8256727 nChanged 11
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Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8256725.000000 Penalty: 1074.600708
	Iteration 94Q: 3 clusters Score -8256725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8256719.000000 Penalty: 1074.600708
	Iteration 95Q: 3 clusters Score -8256719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8256714.000000 Penalty: 1074.600708
	Iteration 96Q: 3 clusters Score -8256714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8256714.000000 Penalty: 1074.600708
	Iteration 97Q: 3 clusters Score -8256714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8256730.000000 Penalty: 1074.600708
	Iteration 98Q: 3 clusters Score -8256730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -8256725.000000 Penalty: 1074.600708
	Iteration 99Q: 3 clusters Score -8256725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8256720.500000 Penalty: 1074.600708
	Iteration 100F: 3 clusters Score -8256720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8256722.000000 Penalty: 1074.600708
	Iteration 101Q: 3 clusters Score -8256722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8256726.000000 Penalty: 1074.600708
	Iteration 102Q: 3 clusters Score -8256726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8256725.500000 Penalty: 1074.600708
	Iteration 103Q: 3 clusters Score -8256726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8256730.000000 Penalty: 1074.600708
	Iteration 104Q: 3 clusters Score -8256730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8256732.000000 Penalty: 1074.600708
	Iteration 105Q: 3 clusters Score -8256732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8256728.500000 Penalty: 1074.600708
	Iteration 106Q: 3 clusters Score -8256728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8256728.500000 Penalty: 1074.600708
	Iteration 107F: 3 clusters Score -8256728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Entering Unmasked Estep 
Score: -9906405.000000 Penalty: 545.979065
	Iteration 0F: 2 clusters Score -9906405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -9804951.000000 Penalty: 1091.958130
	Iteration 0F: 3 clusters Score -9804951 nChanged 79868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -9854361.000000 Penalty: 1091.958130
	Iteration 1F: 3 clusters Score -9854361 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -9856641.000000 Penalty: 1091.958130
	Iteration 2Q: 3 clusters Score -9856641 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -9859930.000000 Penalty: 1091.958130
	Iteration 3Q: 3 clusters Score -9859930 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -9864264.000000 Penalty: 1091.958130
	Iteration 4F: 3 clusters Score -9864264 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -9870492.000000 Penalty: 1091.958130
	Iteration 5F: 3 clusters Score -9870492 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -9878095.000000 Penalty: 1091.958130
	Iteration 6F: 3 clusters Score -9878095 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -9883905.000000 Penalty: 1091.958130
	Iteration 7F: 3 clusters Score -9883905 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -9886251.000000 Penalty: 1091.958130
	Iteration 8Q: 3 clusters Score -9886251 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -9886789.000000 Penalty: 1091.958130
	Iteration 9Q: 3 clusters Score -9886789 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -9886934.000000 Penalty: 1091.958130
	Iteration 10Q: 3 clusters Score -9886934 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -9887144.000000 Penalty: 1091.958130
	Iteration 11Q: 3 clusters Score -9887144 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -9887181.000000 Penalty: 1091.958130
	Iteration 12Q: 3 clusters Score -9887181 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -9887256.000000 Penalty: 1091.958130
	Iteration 13Q: 3 clusters Score -9887256 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -9887491.000000 Penalty: 1091.958130
	Iteration 14Q: 3 clusters Score -9887491 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -9887624.000000 Penalty: 1091.958130
	Iteration 15Q: 3 clusters Score -9887624 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -9887962.000000 Penalty: 1091.958130
	Iteration 16Q: 3 clusters Score -9887962 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -9888119.000000 Penalty: 1091.958130
	Iteration 17Q: 3 clusters Score -9888119 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -9888366.000000 Penalty: 1091.958130
	Iteration 18Q: 3 clusters Score -9888366 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9888833.000000 Penalty: 1091.958130
	Iteration 19Q: 3 clusters Score -9888833 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -9889303.000000 Penalty: 1091.958130
	Iteration 20F: 3 clusters Score -9889303 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -9889700.000000 Penalty: 1091.958130
	Iteration 21Q: 3 clusters Score -9889700 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
Score: -9890124.000000 Penalty: 1091.958130
	Iteration 22Q: 3 clusters Score -9890124 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -9890597.000000 Penalty: 1091.958130
	Iteration 23Q: 3 clusters Score -9890597 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -9891025.000000 Penalty: 1091.958130
	Iteration 24Q: 3 clusters Score -9891025 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -9891407.000000 Penalty: 1091.958130
	Iteration 25Q: 3 clusters Score -9891407 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -9891922.000000 Penalty: 1091.958130
	Iteration 26Q: 3 clusters Score -9891922 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -9892468.000000 Penalty: 1091.958130
	Iteration 27Q: 3 clusters Score -9892468 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -9892971.000000 Penalty: 1091.958130
	Iteration 28Q: 3 clusters Score -9892971 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -9893551.000000 Penalty: 1091.958130
	Iteration 29Q: 3 clusters Score -9893551 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -9894035.000000 Penalty: 1091.958130
	Iteration 30Q: 3 clusters Score -9894035 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -9894579.000000 Penalty: 1091.958130
	Iteration 31Q: 3 clusters Score -9894579 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -9895079.000000 Penalty: 1091.958130
	Iteration 32Q: 3 clusters Score -9895079 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -9895512.000000 Penalty: 1091.958130
	Iteration 33Q: 3 clusters Score -9895512 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -9895902.000000 Penalty: 1091.958130
	Iteration 34Q: 3 clusters Score -9895902 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -9896263.000000 Penalty: 1091.958130
	Iteration 35Q: 3 clusters Score -9896263 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -9896460.000000 Penalty: 1091.958130
	Iteration 36Q: 3 clusters Score -9896460 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -9896749.000000 Penalty: 1091.958130
	Iteration 37Q: 3 clusters Score -9896749 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -9896882.000000 Penalty: 1091.958130
	Iteration 38Q: 3 clusters Score -9896882 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -9897023.000000 Penalty: 1091.958130
	Iteration 39Q: 3 clusters Score -9897023 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -9897159.000000 Penalty: 1091.958130
	Iteration 40F: 3 clusters Score -9897159 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -9897350.000000 Penalty: 1091.958130
	Iteration 41Q: 3 clusters Score -9897350 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -9897508.000000 Penalty: 1091.958130
	Iteration 42Q: 3 clusters Score -9897508 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -9897577.000000 Penalty: 1091.958130
	Iteration 43Q: 3 clusters Score -9897577 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -9897640.000000 Penalty: 1091.958130
	Iteration 44Q: 3 clusters Score -9897640 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -9897673.000000 Penalty: 1091.958130
	Iteration 45Q: 3 clusters Score -9897673 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -9897744.000000 Penalty: 1091.958130
	Iteration 46Q: 3 clusters Score -9897744 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -9897736.000000 Penalty: 1091.958130
	Iteration 47Q: 3 clusters Score -9897736 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -9897748.000000 Penalty: 1091.958130
	Iteration 48Q: 3 clusters Score -9897748 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -9897764.000000 Penalty: 1091.958130
	Iteration 49Q: 3 clusters Score -9897764 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 86600 members 
Entering Unmasked Estep 
Score: -9897717.000000 Penalty: 1091.958130
	Iteration 50Q: 3 clusters Score -9897717 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -9897733.000000 Penalty: 1091.958130
	Iteration 51Q: 3 clusters Score -9897733 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -9897746.000000 Penalty: 1091.958130
	Iteration 52Q: 3 clusters Score -9897746 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -9897835.000000 Penalty: 1091.958130
	Iteration 53Q: 3 clusters Score -9897835 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 86892 members 
Entering Unmasked Estep 
Score: -9897818.000000 Penalty: 1091.958130
	Iteration 54Q: 3 clusters Score -9897818 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -9897810.000000 Penalty: 1091.958130
	Iteration 55Q: 3 clusters Score -9897810 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -9897763.000000 Penalty: 1091.958130
	Iteration 56Q: 3 clusters Score -9897763 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -9897738.000000 Penalty: 1091.958130
	Iteration 57Q: 3 clusters Score -9897738 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -9897752.000000 Penalty: 1091.958130
	Iteration 58Q: 3 clusters Score -9897752 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -9897719.000000 Penalty: 1091.958130
	Iteration 59Q: 3 clusters Score -9897719 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -9897717.000000 Penalty: 1091.958130
	Iteration 60F: 3 clusters Score -9897717 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -9897659.000000 Penalty: 1091.958130
	Iteration 61Q: 3 clusters Score -9897659 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -9897645.000000 Penalty: 1091.958130
	Iteration 62Q: 3 clusters Score -9897645 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -9897631.000000 Penalty: 1091.958130
	Iteration 63Q: 3 clusters Score -9897631 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -9897656.000000 Penalty: 1091.958130
	Iteration 64Q: 3 clusters Score -9897656 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -9897706.000000 Penalty: 1091.958130
	Iteration 65Q: 3 clusters Score -9897706 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 85828 members 
Entering Unmasked Estep 
Score: -9897712.000000 Penalty: 1091.958130
	Iteration 66Q: 3 clusters Score -9897712 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -9897753.000000 Penalty: 1091.958130
	Iteration 67Q: 3 clusters Score -9897753 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -9897768.000000 Penalty: 1091.958130
	Iteration 68Q: 3 clusters Score -9897768 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -9897831.000000 Penalty: 1091.958130
	Iteration 69Q: 3 clusters Score -9897831 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -9897818.000000 Penalty: 1091.958130
	Iteration 70Q: 3 clusters Score -9897818 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -9897863.000000 Penalty: 1091.958130
	Iteration 71Q: 3 clusters Score -9897863 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -9897878.000000 Penalty: 1091.958130
	Iteration 72Q: 3 clusters Score -9897878 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -9897906.000000 Penalty: 1091.958130
	Iteration 73Q: 3 clusters Score -9897906 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -9897946.000000 Penalty: 1091.958130
	Iteration 74Q: 3 clusters Score -9897946 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -9898036.000000 Penalty: 1091.958130
	Iteration 75Q: 3 clusters Score -9898036 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -9898098.000000 Penalty: 1091.958130
	Iteration 76Q: 3 clusters Score -9898098 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -9898199.000000 Penalty: 1091.958130
	Iteration 77Q: 3 clusters Score -9898199 nChanged 844
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9901777.000000 Penalty: 1091.958130
	Iteration 171Q: 3 clusters Score -9901777 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -9901788.000000 Penalty: 1091.958130
	Iteration 172Q: 3 clusters Score -9901788 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -9901771.000000 Penalty: 1091.958130
	Iteration 173Q: 3 clusters Score -9901771 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -9901756.000000 Penalty: 1091.958130
	Iteration 174Q: 3 clusters Score -9901756 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -9901780.000000 Penalty: 1091.958130
	Iteration 175Q: 3 clusters Score -9901780 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -9901795.000000 Penalty: 1091.958130
	Iteration 176Q: 3 clusters Score -9901795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -9901799.000000 Penalty: 1091.958130
	Iteration 177Q: 3 clusters Score -9901799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -9901800.000000 Penalty: 1091.958130
	Iteration 178Q: 3 clusters Score -9901800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -9901811.000000 Penalty: 1091.958130
	Iteration 179Q: 3 clusters Score -9901811 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -9901820.000000 Penalty: 1091.958130
	Iteration 180F: 3 clusters Score -9901820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -9901808.000000 Penalty: 1091.958130
	Iteration 181Q: 3 clusters Score -9901808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -9901816.000000 Penalty: 1091.958130
	Iteration 182Q: 3 clusters Score -9901816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -9901807.000000 Penalty: 1091.958130
	Iteration 183Q: 3 clusters Score -9901807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -9901802.000000 Penalty: 1091.958130
	Iteration 184Q: 3 clusters Score -9901802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -9901806.000000 Penalty: 1091.958130
	Iteration 185Q: 3 clusters Score -9901806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -9901800.000000 Penalty: 1091.958130
	Iteration 186Q: 3 clusters Score -9901800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -9901807.000000 Penalty: 1091.958130
	Iteration 187Q: 3 clusters Score -9901807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -9901817.000000 Penalty: 1091.958130
	Iteration 188Q: 3 clusters Score -9901817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -9901815.000000 Penalty: 1091.958130
	Iteration 189Q: 3 clusters Score -9901815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -9901818.000000 Penalty: 1091.958130
	Iteration 190Q: 3 clusters Score -9901818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -9901816.000000 Penalty: 1091.958130
	Iteration 191Q: 3 clusters Score -9901816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -9901823.000000 Penalty: 1091.958130
	Iteration 192Q: 3 clusters Score -9901823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -9901822.000000 Penalty: 1091.958130
	Iteration 193Q: 3 clusters Score -9901822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -9901822.000000 Penalty: 1091.958130
	Iteration 194Q: 3 clusters Score -9901822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -9901831.000000 Penalty: 1091.958130
	Iteration 195Q: 3 clusters Score -9901831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -9901824.000000 Penalty: 1091.958130
	Iteration 196Q: 3 clusters Score -9901824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -9901824.000000 Penalty: 1091.958130
	Iteration 197Q: 3 clusters Score -9901824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -9901829.000000 Penalty: 1091.958130
	Iteration 198Q: 3 clusters Score -9901829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -9901821.000000 Penalty: 1091.958130
	Iteration 199Q: 3 clusters Score -9901821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -9901827.000000 Penalty: 1091.958130
	Iteration 200F: 3 clusters Score -9901827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -9901824.000000 Penalty: 1091.958130
	Iteration 201Q: 3 clusters Score -9901824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -9901826.000000 Penalty: 1091.958130
	Iteration 202Q: 3 clusters Score -9901826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -9901825.000000 Penalty: 1091.958130
	Iteration 203Q: 3 clusters Score -9901825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -9901827.000000 Penalty: 1091.958130
	Iteration 204Q: 3 clusters Score -9901827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -9901828.000000 Penalty: 1091.958130
	Iteration 205Q: 3 clusters Score -9901828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -9901828.000000 Penalty: 1091.958130
	Iteration 206F: 3 clusters Score -9901828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -348263.062500 Penalty: 395.124878
	Iteration 0F: 2 clusters Score -348263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -344437.187500 Penalty: 790.249756
	Iteration 0F: 3 clusters Score -344437.2 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -347398.656250 Penalty: 790.249756
	Iteration 1F: 3 clusters Score -347398.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -349252.781250 Penalty: 790.249756
	Iteration 2F: 3 clusters Score -349252.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -351361.843750 Penalty: 790.249756
	Iteration 3F: 3 clusters Score -351361.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -352135.468750 Penalty: 790.249756
	Iteration 4F: 3 clusters Score -352135.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -352275.375000 Penalty: 790.249756
	Iteration 5Q: 3 clusters Score -352275.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -352349.625000 Penalty: 790.249756
	Iteration 6Q: 3 clusters Score -352349.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -352511.593750 Penalty: 790.249756
	Iteration 7Q: 3 clusters Score -352511.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -352716.062500 Penalty: 790.249756
	Iteration 8Q: 3 clusters Score -352716.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -352736.750000 Penalty: 790.249756
	Iteration 9Q: 3 clusters Score -352736.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352742.281250 Penalty: 790.249756
	Iteration 10Q: 3 clusters Score -352742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352739.812500 Penalty: 790.249756
	Iteration 11Q: 3 clusters Score -352739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352741.468750 Penalty: 790.249756
	Iteration 12Q: 3 clusters Score -352741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -352740.000000 Penalty: 790.249756
	Iteration 13Q: 3 clusters Score -352740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -352742.375000 Penalty: 790.249756
	Iteration 14Q: 3 clusters Score -352742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352743.312500 Penalty: 790.249756
	Iteration 15Q: 3 clusters Score -352743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -352746.250000 Penalty: 790.249756
	Iteration 16Q: 3 clusters Score -352746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -352741.812500 Penalty: 790.249756
	Iteration 17Q: 3 clusters Score -352741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -352741.562500 Penalty: 790.249756
	Iteration 18Q: 3 clusters Score -352741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -352738.625000 Penalty: 790.249756
	Iteration 19Q: 3 clusters Score -352738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -352741.250000 Penalty: 790.249756
	Iteration 20F: 3 clusters Score -352741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352745.187500 Penalty: 790.249756
	Iteration 21Q: 3 clusters Score -352745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352743.875000 Penalty: 790.249756
	Iteration 22Q: 3 clusters Score -352743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352738.468750 Penalty: 790.249756
	Iteration 23Q: 3 clusters Score -352738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352742.156250 Penalty: 790.249756
	Iteration 24Q: 3 clusters Score -352742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -352743.468750 Penalty: 790.249756
	Iteration 25Q: 3 clusters Score -352743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352741.281250 Penalty: 790.249756
	Iteration 26Q: 3 clusters Score -352741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352741.156250 Penalty: 790.249756
	Iteration 27Q: 3 clusters Score -352741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352743.656250 Penalty: 790.249756
	Iteration 28Q: 3 clusters Score -352743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352734.906250 Penalty: 790.249756
	Iteration 29Q: 3 clusters Score -352734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352742.062500 Penalty: 790.249756
	Iteration 30Q: 3 clusters Score -352742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352740.343750 Penalty: 790.249756
	Iteration 31Q: 3 clusters Score -352740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -352742.718750 Penalty: 790.249756
	Iteration 32Q: 3 clusters Score -352742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -352740.906250 Penalty: 790.249756
	Iteration 33Q: 3 clusters Score -352740.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352736.562500 Penalty: 790.249756
	Iteration 34Q: 3 clusters Score -352736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352742.343750 Penalty: 790.249756
	Iteration 35Q: 3 clusters Score -352742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -352741.843750 Penalty: 790.249756
	Iteration 36Q: 3 clusters Score -352741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352740.812500 Penalty: 790.249756
	Iteration 37Q: 3 clusters Score -352740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352742.218750 Penalty: 790.249756
	Iteration 38Q: 3 clusters Score -352742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352741.187500 Penalty: 790.249756
	Iteration 39Q: 3 clusters Score -352741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352745.531250 Penalty: 790.249756
	Iteration 40F: 3 clusters Score -352745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352735.937500 Penalty: 790.249756
	Iteration 41Q: 3 clusters Score -352735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -352741.031250 Penalty: 790.249756
	Iteration 42Q: 3 clusters Score -352741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -352734.500000 Penalty: 790.249756
	Iteration 43Q: 3 clusters Score -352734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -352737.218750 Penalty: 790.249756
	Iteration 44Q: 3 clusters Score -352737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -352740.343750 Penalty: 790.249756
	Iteration 45Q: 3 clusters Score -352740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -352738.750000 Penalty: 790.249756
	Iteration 46Q: 3 clusters Score -352738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -352731.062500 Penalty: 790.249756
	Iteration 47Q: 3 clusters Score -352731.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352741.750000 Penalty: 790.249756
	Iteration 48Q: 3 clusters Score -352741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352742.250000 Penalty: 790.249756
	Iteration 49Q: 3 clusters Score -352742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352735.781250 Penalty: 790.249756
	Iteration 50Q: 3 clusters Score -352735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352741.218750 Penalty: 790.249756
	Iteration 51Q: 3 clusters Score -352741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -352739.343750 Penalty: 790.249756
	Iteration 52Q: 3 clusters Score -352739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -352741.906250 Penalty: 790.249756
	Iteration 53Q: 3 clusters Score -352741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -352742.312500 Penalty: 790.249756
	Iteration 54Q: 3 clusters Score -352742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352743.656250 Penalty: 790.249756
	Iteration 55Q: 3 clusters Score -352743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352738.406250 Penalty: 790.249756
	Iteration 56Q: 3 clusters Score -352738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352742.593750 Penalty: 790.249756
	Iteration 57Q: 3 clusters Score -352742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352741.375000 Penalty: 790.249756
	Iteration 58Q: 3 clusters Score -352741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352742.843750 Penalty: 790.249756
	Iteration 59Q: 3 clusters Score -352742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -352737.562500 Penalty: 790.249756
	Iteration 60F: 3 clusters Score -352737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352742.531250 Penalty: 790.249756
	Iteration 61Q: 3 clusters Score -352742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352742.281250 Penalty: 790.249756
	Iteration 62Q: 3 clusters Score -352742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352741.656250 Penalty: 790.249756
	Iteration 63Q: 3 clusters Score -352741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352737.312500 Penalty: 790.249756
	Iteration 64Q: 3 clusters Score -352737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352743.937500 Penalty: 790.249756
	Iteration 65Q: 3 clusters Score -352743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352744.156250 Penalty: 790.249756
	Iteration 66Q: 3 clusters Score -352744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352736.968750 Penalty: 790.249756
	Iteration 67Q: 3 clusters Score -352737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352739.937500 Penalty: 790.249756
	Iteration 68Q: 3 clusters Score -352739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -352735.750000 Penalty: 790.249756
	Iteration 69Q: 3 clusters Score -352735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352740.500000 Penalty: 790.249756
	Iteration 70Q: 3 clusters Score -352740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352736.718750 Penalty: 790.249756
	Iteration 71Q: 3 clusters Score -352736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352743.062500 Penalty: 790.249756
	Iteration 72Q: 3 clusters Score -352743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352744.500000 Penalty: 790.249756
	Iteration 73Q: 3 clusters Score -352744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -352739.156250 Penalty: 790.249756
	Iteration 74Q: 3 clusters Score -352739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352744.656250 Penalty: 790.249756
	Iteration 75Q: 3 clusters Score -352744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352743.906250 Penalty: 790.249756
	Iteration 76Q: 3 clusters Score -352743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -352745.062500 Penalty: 790.249756
	Iteration 77Q: 3 clusters Score -352745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352738.187500 Penalty: 790.249756
	Iteration 78Q: 3 clusters Score -352738.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352741.531250 Penalty: 790.249756
	Iteration 79Q: 3 clusters Score -352741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352744.656250 Penalty: 790.249756
	Iteration 80F: 3 clusters Score -352744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352741.218750 Penalty: 790.249756
	Iteration 81Q: 3 clusters Score -352741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352740.062500 Penalty: 790.249756
	Iteration 82Q: 3 clusters Score -352740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352743.968750 Penalty: 790.249756
	Iteration 83Q: 3 clusters Score -352744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352743.968750 Penalty: 790.249756
	Iteration 84F: 3 clusters Score -352744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 171610 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 22 contains 84614 members 
Entering Unmasked Estep 
Score: -53148788.000000 Penalty: 11850.594727
Splitting cluster 5 changes total score from -53145472.000000 to -53148788.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (80493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Entering Unmasked Estep 
Score: -4991244.500000 Penalty: 513.964600
	Iteration 0F: 2 clusters Score -4991244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4937153.000000 Penalty: 1027.929199
	Iteration 0F: 3 clusters Score -4937153 nChanged 39265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4963628.500000 Penalty: 1027.929199
	Iteration 1F: 3 clusters Score -4963628 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4967456.500000 Penalty: 1027.929199
	Iteration 2F: 3 clusters Score -4967456 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4972788.000000 Penalty: 1027.929199
	Iteration 3F: 3 clusters Score -4972788 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -4977813.000000 Penalty: 1027.929199
	Iteration 4F: 3 clusters Score -4977813 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4980470.000000 Penalty: 1027.929199
	Iteration 5F: 3 clusters Score -4980470 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4981480.000000 Penalty: 1027.929199
	Iteration 6Q: 3 clusters Score -4981480 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4981874.000000 Penalty: 1027.929199
	Iteration 7Q: 3 clusters Score -4981874 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4982178.500000 Penalty: 1027.929199
	Iteration 8Q: 3 clusters Score -4982178 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4982435.000000 Penalty: 1027.929199
	Iteration 9Q: 3 clusters Score -4982435 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4982752.500000 Penalty: 1027.929199
	Iteration 10Q: 3 clusters Score -4982752 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4983018.500000 Penalty: 1027.929199
	Iteration 11Q: 3 clusters Score -4983018 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4983329.000000 Penalty: 1027.929199
	Iteration 12Q: 3 clusters Score -4983329 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4983626.500000 Penalty: 1027.929199
	Iteration 13Q: 3 clusters Score -4983626 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4983876.500000 Penalty: 1027.929199
	Iteration 14Q: 3 clusters Score -4983876 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4984190.000000 Penalty: 1027.929199
	Iteration 15Q: 3 clusters Score -4984190 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -4984457.500000 Penalty: 1027.929199
	Iteration 16Q: 3 clusters Score -4984458 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4984766.000000 Penalty: 1027.929199
	Iteration 17Q: 3 clusters Score -4984766 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4985101.000000 Penalty: 1027.929199
	Iteration 18Q: 3 clusters Score -4985101 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4985383.500000 Penalty: 1027.929199
	Iteration 19Q: 3 clusters Score -4985384 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4985705.000000 Penalty: 1027.929199
	Iteration 20F: 3 clusters Score -4985705 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4985959.500000 Penalty: 1027.929199
	Iteration 21Q: 3 clusters Score -4985960 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4986184.500000 Penalty: 1027.929199
	Iteration 22Q: 3 clusters Score -4986184 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4986392.500000 Penalty: 1027.929199
	Iteration 23Q: 3 clusters Score -4986392 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4986523.500000 Penalty: 1027.929199
	Iteration 24Q: 3 clusters Score -4986524 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4986645.500000 Penalty: 1027.929199
	Iteration 25Q: 3 clusters Score -4986646 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4986753.500000 Penalty: 1027.929199
	Iteration 26Q: 3 clusters Score -4986754 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4986846.000000 Penalty: 1027.929199
	Iteration 27Q: 3 clusters Score -4986846 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4986971.500000 Penalty: 1027.929199
	Iteration 28Q: 3 clusters Score -4986972 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4987103.000000 Penalty: 1027.929199
	Iteration 29Q: 3 clusters Score -4987103 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4987199.000000 Penalty: 1027.929199
	Iteration 30Q: 3 clusters Score -4987199 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4987278.500000 Penalty: 1027.929199
	Iteration 31Q: 3 clusters Score -4987278 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4987372.500000 Penalty: 1027.929199
	Iteration 32Q: 3 clusters Score -4987372 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4987484.500000 Penalty: 1027.929199
	Iteration 33Q: 3 clusters Score -4987484 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4987612.500000 Penalty: 1027.929199
	Iteration 34Q: 3 clusters Score -4987612 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4987714.500000 Penalty: 1027.929199
	Iteration 35Q: 3 clusters Score -4987714 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -4987826.000000 Penalty: 1027.929199
	Iteration 36Q: 3 clusters Score -4987826 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -4987950.500000 Penalty: 1027.929199
	Iteration 37Q: 3 clusters Score -4987950 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4988081.500000 Penalty: 1027.929199
	Iteration 38Q: 3 clusters Score -4988082 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4988195.000000 Penalty: 1027.929199
	Iteration 39Q: 3 clusters Score -4988195 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4988304.500000 Penalty: 1027.929199
	Iteration 40F: 3 clusters Score -4988304 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4988391.500000 Penalty: 1027.929199
	Iteration 41Q: 3 clusters Score -4988392 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4988512.500000 Penalty: 1027.929199
	Iteration 42Q: 3 clusters Score -4988512 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4988610.500000 Penalty: 1027.929199
	Iteration 43Q: 3 clusters Score -4988610 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4988693.000000 Penalty: 1027.929199
	Iteration 44Q: 3 clusters Score -4988693 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4988787.500000 Penalty: 1027.929199
	Iteration 45Q: 3 clusters Score -4988788 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72366 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4988912.500000 Penalty: 1027.929199
	Iteration 46Q: 3 clusters Score -4988912 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4989049.000000 Penalty: 1027.929199
	Iteration 47Q: 3 clusters Score -4989049 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4989185.000000 Penalty: 1027.929199
	Iteration 48Q: 3 clusters Score -4989185 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4989341.500000 Penalty: 1027.929199
	Iteration 49Q: 3 clusters Score -4989342 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4989475.000000 Penalty: 1027.929199
	Iteration 50Q: 3 clusters Score -4989475 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4989636.500000 Penalty: 1027.929199
	Iteration 51Q: 3 clusters Score -4989636 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4989774.000000 Penalty: 1027.929199
	Iteration 52Q: 3 clusters Score -4989774 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4989913.000000 Penalty: 1027.929199
	Iteration 53Q: 3 clusters Score -4989913 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4989976.500000 Penalty: 1027.929199
	Iteration 54Q: 3 clusters Score -4989976 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4990063.500000 Penalty: 1027.929199
	Iteration 55Q: 3 clusters Score -4990064 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -4990146.500000 Penalty: 1027.929199
	Iteration 56Q: 3 clusters Score -4990146 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4990231.000000 Penalty: 1027.929199
	Iteration 57Q: 3 clusters Score -4990231 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4990307.500000 Penalty: 1027.929199
	Iteration 58Q: 3 clusters Score -4990308 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4990353.000000 Penalty: 1027.929199
	Iteration 59Q: 3 clusters Score -4990353 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4990410.000000 Penalty: 1027.929199
	Iteration 60F: 3 clusters Score -4990410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4990483.000000 Penalty: 1027.929199
	Iteration 61Q: 3 clusters Score -4990483 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4990523.500000 Penalty: 1027.929199
	Iteration 62Q: 3 clusters Score -4990524 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4990563.500000 Penalty: 1027.929199
	Iteration 63Q: 3 clusters Score -4990564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4990597.000000 Penalty: 1027.929199
	Iteration 64Q: 3 clusters Score -4990597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4990625.500000 Penalty: 1027.929199
	Iteration 65Q: 3 clusters Score -4990626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4990654.500000 Penalty: 1027.929199
	Iteration 66Q: 3 clusters Score -4990654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4990679.500000 Penalty: 1027.929199
	Iteration 67Q: 3 clusters Score -4990680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4990704.500000 Penalty: 1027.929199
	Iteration 68Q: 3 clusters Score -4990704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4990719.000000 Penalty: 1027.929199
	Iteration 69Q: 3 clusters Score -4990719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4990732.000000 Penalty: 1027.929199
	Iteration 70Q: 3 clusters Score -4990732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4990738.000000 Penalty: 1027.929199
	Iteration 71Q: 3 clusters Score -4990738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4990751.500000 Penalty: 1027.929199
	Iteration 72Q: 3 clusters Score -4990752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4990764.500000 Penalty: 1027.929199
	Iteration 73Q: 3 clusters Score -4990764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4990771.500000 Penalty: 1027.929199
	Iteration 74Q: 3 clusters Score -4990772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4990782.500000 Penalty: 1027.929199
	Iteration 75Q: 3 clusters Score -4990782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4990787.000000 Penalty: 1027.929199
	Iteration 76Q: 3 clusters Score -4990787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4990790.500000 Penalty: 1027.929199
	Iteration 77Q: 3 clusters Score -4990790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4990802.500000 Penalty: 1027.929199
	Iteration 78Q: 3 clusters Score -4990802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4990809.500000 Penalty: 1027.929199
	Iteration 79Q: 3 clusters Score -4990810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4990811.000000 Penalty: 1027.929199
	Iteration 80F: 3 clusters Score -4990811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4990814.000000 Penalty: 1027.929199
	Iteration 81Q: 3 clusters Score -4990814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4990811.000000 Penalty: 1027.929199
	Iteration 82Q: 3 clusters Score -4990811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4990808.500000 Penalty: 1027.929199
	Iteration 83Q: 3 clusters Score -4990808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4990813.500000 Penalty: 1027.929199
	Iteration 84Q: 3 clusters Score -4990814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4990815.000000 Penalty: 1027.929199
	Iteration 85Q: 3 clusters Score -4990815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4990819.000000 Penalty: 1027.929199
	Iteration 86Q: 3 clusters Score -4990819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4990828.000000 Penalty: 1027.929199
	Iteration 87Q: 3 clusters Score -4990828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4990832.000000 Penalty: 1027.929199
	Iteration 88Q: 3 clusters Score -4990832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4990829.500000 Penalty: 1027.929199
	Iteration 89Q: 3 clusters Score -4990830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4990832.500000 Penalty: 1027.929199
	Iteration 90Q: 3 clusters Score -4990832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4990837.000000 Penalty: 1027.929199
	Iteration 91Q: 3 clusters Score -4990837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4990836.500000 Penalty: 1027.929199
	Iteration 92Q: 3 clusters Score -4990836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4990831.000000 Penalty: 1027.929199
	Iteration 93Q: 3 clusters Score -4990831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4990831.500000 Penalty: 1027.929199
	Iteration 94Q: 3 clusters Score -4990832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4990831.500000 Penalty: 1027.929199
	Iteration 95Q: 3 clusters Score -4990832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4990835.000000 Penalty: 1027.929199
	Iteration 96Q: 3 clusters Score -4990835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4990837.500000 Penalty: 1027.929199
	Iteration 97Q: 3 clusters Score -4990838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4990836.000000 Penalty: 1027.929199
	Iteration 98Q: 3 clusters Score -4990836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4990837.500000 Penalty: 1027.929199
	Iteration 99Q: 3 clusters Score -4990838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4990837.500000 Penalty: 1027.929199
	Iteration 100F: 3 clusters Score -4990838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4990842.000000 Penalty: 1027.929199
	Iteration 101Q: 3 clusters Score -4990842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4990841.000000 Penalty: 1027.929199
	Iteration 102Q: 3 clusters Score -4990841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4990835.500000 Penalty: 1027.929199
	Iteration 103Q: 3 clusters Score -4990836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4990835.500000 Penalty: 1027.929199
	Iteration 104F: 3 clusters Score -4990836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -213550.484375 Penalty: 372.572723
	Iteration 0F: 2 clusters Score -213550.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -211077.312500 Penalty: 745.145447
	Iteration 0F: 3 clusters Score -211077.3 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -212256.078125 Penalty: 745.145447
	Iteration 1F: 3 clusters Score -212256.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -212586.734375 Penalty: 745.145447
	Iteration 2F: 3 clusters Score -212586.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -212881.250000 Penalty: 745.145447
	Iteration 3F: 3 clusters Score -212881.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -213079.859375 Penalty: 745.145447
	Iteration 4F: 3 clusters Score -213079.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213205.390625 Penalty: 745.145447
	Iteration 5Q: 3 clusters Score -213205.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213275.468750 Penalty: 745.145447
	Iteration 6Q: 3 clusters Score -213275.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -213316.390625 Penalty: 745.145447
	Iteration 7Q: 3 clusters Score -213316.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -213339.296875 Penalty: 745.145447
	Iteration 8Q: 3 clusters Score -213339.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -213351.296875 Penalty: 745.145447
	Iteration 9Q: 3 clusters Score -213351.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -213357.703125 Penalty: 745.145447
	Iteration 10Q: 3 clusters Score -213357.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -213359.921875 Penalty: 745.145447
	Iteration 11Q: 3 clusters Score -213359.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -213363.515625 Penalty: 745.145447
	Iteration 12Q: 3 clusters Score -213363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -213365.531250 Penalty: 745.145447
	Iteration 13Q: 3 clusters Score -213365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -213367.593750 Penalty: 745.145447
	Iteration 14Q: 3 clusters Score -213367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -213370.578125 Penalty: 745.145447
	Iteration 15Q: 3 clusters Score -213370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -213371.156250 Penalty: 745.145447
	Iteration 16Q: 3 clusters Score -213371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -213372.125000 Penalty: 745.145447
	Iteration 17Q: 3 clusters Score -213372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -213372.531250 Penalty: 745.145447
	Iteration 18Q: 3 clusters Score -213372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -213372.812500 Penalty: 745.145447
	Iteration 19Q: 3 clusters Score -213372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -213373.093750 Penalty: 745.145447
	Iteration 20F: 3 clusters Score -213373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -213373.359375 Penalty: 745.145447
	Iteration 21Q: 3 clusters Score -213373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213373.328125 Penalty: 745.145447
	Iteration 22Q: 3 clusters Score -213373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -213373.562500 Penalty: 745.145447
	Iteration 23Q: 3 clusters Score -213373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -213374.187500 Penalty: 745.145447
	Iteration 24Q: 3 clusters Score -213374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213374.703125 Penalty: 745.145447
	Iteration 25Q: 3 clusters Score -213374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -213375.156250 Penalty: 745.145447
	Iteration 26Q: 3 clusters Score -213375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -213375.859375 Penalty: 745.145447
	Iteration 27Q: 3 clusters Score -213375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213376.546875 Penalty: 745.145447
	Iteration 28Q: 3 clusters Score -213376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -213376.718750 Penalty: 745.145447
	Iteration 29Q: 3 clusters Score -213376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -213376.890625 Penalty: 745.145447
	Iteration 30Q: 3 clusters Score -213376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213377.140625 Penalty: 745.145447
	Iteration 31Q: 3 clusters Score -213377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -213377.140625 Penalty: 745.145447
	Iteration 32F: 3 clusters Score -213377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Entering Unmasked Estep 
Score: -209637.171875 Penalty: 375.045380
	Iteration 0F: 2 clusters Score -209637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -207261.421875 Penalty: 750.090759
	Iteration 0F: 3 clusters Score -207261.4 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -211556.953125 Penalty: 750.090759
	Iteration 1F: 3 clusters Score -211557 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -213390.125000 Penalty: 750.090759
	Iteration 2F: 3 clusters Score -213390.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -215037.562500 Penalty: 750.090759
	Iteration 3F: 3 clusters Score -215037.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -215223.156250 Penalty: 750.090759
	Iteration 4Q: 3 clusters Score -215223.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -215307.781250 Penalty: 750.090759
	Iteration 5Q: 3 clusters Score -215307.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -215342.484375 Penalty: 750.090759
	Iteration 6Q: 3 clusters Score -215342.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215354.734375 Penalty: 750.090759
	Iteration 7Q: 3 clusters Score -215354.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -215415.093750 Penalty: 750.090759
	Iteration 8Q: 3 clusters Score -215415.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -215442.812500 Penalty: 750.090759
	Iteration 9Q: 3 clusters Score -215442.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215455.484375 Penalty: 750.090759
	Iteration 10Q: 3 clusters Score -215455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -215456.406250 Penalty: 750.090759
	Iteration 11Q: 3 clusters Score -215456.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -215446.671875 Penalty: 750.090759
	Iteration 12Q: 3 clusters Score -215446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -215469.109375 Penalty: 750.090759
	Iteration 13Q: 3 clusters Score -215469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -215465.500000 Penalty: 750.090759
	Iteration 14Q: 3 clusters Score -215465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -215465.015625 Penalty: 750.090759
	Iteration 15Q: 3 clusters Score -215465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -215461.468750 Penalty: 750.090759
	Iteration 16Q: 3 clusters Score -215461.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -215474.953125 Penalty: 750.090759
	Iteration 17Q: 3 clusters Score -215475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -215466.562500 Penalty: 750.090759
	Iteration 18Q: 3 clusters Score -215466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -215474.640625 Penalty: 750.090759
	Iteration 19Q: 3 clusters Score -215474.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -215477.437500 Penalty: 750.090759
	Iteration 20F: 3 clusters Score -215477.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -215487.250000 Penalty: 750.090759
	Iteration 21Q: 3 clusters Score -215487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -215478.062500 Penalty: 750.090759
	Iteration 22Q: 3 clusters Score -215478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -215492.531250 Penalty: 750.090759
	Iteration 23Q: 3 clusters Score -215492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -215485.453125 Penalty: 750.090759
	Iteration 24Q: 3 clusters Score -215485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -215492.968750 Penalty: 750.090759
	Iteration 25Q: 3 clusters Score -215493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -215492.921875 Penalty: 750.090759
	Iteration 26Q: 3 clusters Score -215492.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -215500.656250 Penalty: 750.090759
	Iteration 27Q: 3 clusters Score -215500.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -215502.578125 Penalty: 750.090759
	Iteration 28Q: 3 clusters Score -215502.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -215506.265625 Penalty: 750.090759
	Iteration 29Q: 3 clusters Score -215506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -215528.843750 Penalty: 750.090759
	Iteration 30Q: 3 clusters Score -215528.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -215539.046875 Penalty: 750.090759
	Iteration 31Q: 3 clusters Score -215539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -215591.343750 Penalty: 750.090759
	Iteration 32Q: 3 clusters Score -215591.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -215703.359375 Penalty: 750.090759
	Iteration 33Q: 3 clusters Score -215703.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -215913.406250 Penalty: 750.090759
	Iteration 34Q: 3 clusters Score -215913.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -216268.843750 Penalty: 750.090759
	Iteration 35Q: 3 clusters Score -216268.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -216868.265625 Penalty: 750.090759
	Iteration 36Q: 3 clusters Score -216868.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -217412.406250 Penalty: 750.090759
	Iteration 37Q: 3 clusters Score -217412.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -217500.296875 Penalty: 750.090759
	Iteration 38Q: 3 clusters Score -217500.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -217542.750000 Penalty: 750.090759
	Iteration 39Q: 3 clusters Score -217542.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -217564.000000 Penalty: 750.090759
	Iteration 40F: 3 clusters Score -217564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -217587.765625 Penalty: 750.090759
	Iteration 41Q: 3 clusters Score -217587.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -217594.296875 Penalty: 750.090759
	Iteration 42Q: 3 clusters Score -217594.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -217664.390625 Penalty: 750.090759
	Iteration 43Q: 3 clusters Score -217664.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -217714.765625 Penalty: 750.090759
	Iteration 44Q: 3 clusters Score -217714.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -217796.843750 Penalty: 750.090759
	Iteration 45Q: 3 clusters Score -217796.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -217864.859375 Penalty: 750.090759
	Iteration 46Q: 3 clusters Score -217864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -217894.625000 Penalty: 750.090759
	Iteration 47Q: 3 clusters Score -217894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -217893.265625 Penalty: 750.090759
	Iteration 48Q: 3 clusters Score -217893.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -217919.343750 Penalty: 750.090759
	Iteration 49Q: 3 clusters Score -217919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -217919.171875 Penalty: 750.090759
	Iteration 50Q: 3 clusters Score -217919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -217925.828125 Penalty: 750.090759
	Iteration 51Q: 3 clusters Score -217925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -217932.156250 Penalty: 750.090759
	Iteration 52Q: 3 clusters Score -217932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -217942.531250 Penalty: 750.090759
	Iteration 53Q: 3 clusters Score -217942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -217950.609375 Penalty: 750.090759
	Iteration 54Q: 3 clusters Score -217950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -217955.812500 Penalty: 750.090759
	Iteration 55Q: 3 clusters Score -217955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -217955.250000 Penalty: 750.090759
	Iteration 56Q: 3 clusters Score -217955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -217966.265625 Penalty: 750.090759
	Iteration 57Q: 3 clusters Score -217966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -217971.296875 Penalty: 750.090759
	Iteration 58Q: 3 clusters Score -217971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -217968.234375 Penalty: 750.090759
	Iteration 59Q: 3 clusters Score -217968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -217984.343750 Penalty: 750.090759
	Iteration 60F: 3 clusters Score -217984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -217993.468750 Penalty: 750.090759
	Iteration 61Q: 3 clusters Score -217993.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -218015.703125 Penalty: 750.090759
	Iteration 62Q: 3 clusters Score -218015.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -218025.937500 Penalty: 750.090759
	Iteration 63Q: 3 clusters Score -218025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -218025.718750 Penalty: 750.090759
	Iteration 64Q: 3 clusters Score -218025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -218031.734375 Penalty: 750.090759
	Iteration 65Q: 3 clusters Score -218031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -218030.937500 Penalty: 750.090759
	Iteration 66Q: 3 clusters Score -218030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -218030.937500 Penalty: 750.090759
	Iteration 67F: 3 clusters Score -218030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 171610 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 22 contains 84614 members 
Entering Unmasked Estep 
Score: -53157200.000000 Penalty: 12474.310547
Splitting cluster 9 changes total score from -53145472.000000 to -53157200.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -172525.296875 Penalty: 361.859985
	Iteration 0F: 2 clusters Score -172525.3 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 1433 members 
Entering Unmasked Estep 
Score: -170582.140625 Penalty: 723.719971
	Iteration 0F: 3 clusters Score -170582.1 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -172380.437500 Penalty: 723.719971
	Iteration 1F: 3 clusters Score -172380.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -173765.328125 Penalty: 723.719971
	Iteration 2F: 3 clusters Score -173765.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174544.703125 Penalty: 723.719971
	Iteration 3F: 3 clusters Score -174544.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -174803.703125 Penalty: 723.719971
	Iteration 4F: 3 clusters Score -174803.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174929.156250 Penalty: 723.719971
	Iteration 5Q: 3 clusters Score -174929.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175006.968750 Penalty: 723.719971
	Iteration 6Q: 3 clusters Score -175007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175068.109375 Penalty: 723.719971
	Iteration 7Q: 3 clusters Score -175068.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -175117.812500 Penalty: 723.719971
	Iteration 8Q: 3 clusters Score -175117.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -175149.531250 Penalty: 723.719971
	Iteration 9Q: 3 clusters Score -175149.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -175173.656250 Penalty: 723.719971
	Iteration 10Q: 3 clusters Score -175173.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -175182.812500 Penalty: 723.719971
	Iteration 11Q: 3 clusters Score -175182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -175192.500000 Penalty: 723.719971
	Iteration 12Q: 3 clusters Score -175192.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175202.453125 Penalty: 723.719971
	Iteration 13Q: 3 clusters Score -175202.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175208.031250 Penalty: 723.719971
	Iteration 14Q: 3 clusters Score -175208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175209.843750 Penalty: 723.719971
	Iteration 15Q: 3 clusters Score -175209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -175210.296875 Penalty: 723.719971
	Iteration 16Q: 3 clusters Score -175210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175209.484375 Penalty: 723.719971
	Iteration 17Q: 3 clusters Score -175209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175209.484375 Penalty: 723.719971
	Iteration 18F: 3 clusters Score -175209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 171610 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 22 contains 84614 members 
Entering Unmasked Estep 
Score: -53159804.000000 Penalty: 13098.026367
Splitting cluster 10 changes total score from -53145472.000000 to -53159804.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -97137.445312 Penalty: 353.851410
	Iteration 0F: 2 clusters Score -97137.45 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 1212 members 
Entering Unmasked Estep 
Score: -95655.367188 Penalty: 707.702820
	Iteration 0F: 3 clusters Score -95655.37 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -98092.289062 Penalty: 707.702820
	Iteration 1F: 3 clusters Score -98092.29 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -99294.109375 Penalty: 707.702820
	Iteration 2F: 3 clusters Score -99294.11 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -100523.296875 Penalty: 707.702820
	Iteration 3F: 3 clusters Score -100523.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -100870.265625 Penalty: 707.702820
	Iteration 4F: 3 clusters Score -100870.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -101003.023438 Penalty: 707.702820
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	Iteration 471Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 472Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 473Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 474Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 475Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 476Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 477Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 478Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 479Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 480F: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 481Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 482Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 483Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 484Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 485Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 486Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 487Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 488Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 489Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 490Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 491Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 492Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 493Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 494Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 495Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 496Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 497Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 498Q: 3 clusters Score -101401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -101398.718750 Penalty: 707.702820
	Iteration 499Q: 3 clusters Score -101398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -101401.601562 Penalty: 707.702820
	Iteration 500F: 3 clusters Score -101401.6 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 171610 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 84614 members 
Entering Unmasked Estep 
Score: -53164144.000000 Penalty: 13721.741211
Splitting cluster 11 changes total score from -53145472.000000 to -53164144.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (171610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171610 members 
Entering Unmasked Estep 
Score: -10447118.000000 Penalty: 548.410583
	Iteration 0F: 2 clusters Score -1.044712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -10344730.000000 Penalty: 1096.821167
	Iteration 0F: 3 clusters Score -1.034473e+07 nChanged 84177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -10397665.000000 Penalty: 1096.821167
	Iteration 1F: 3 clusters Score -1.039766e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -10400920.000000 Penalty: 1096.821167
	Iteration 2Q: 3 clusters Score -1.040092e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -10405227.000000 Penalty: 1096.821167
	Iteration 3F: 3 clusters Score -1.040523e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10411656.000000 Penalty: 1096.821167
	Iteration 4F: 3 clusters Score -1.041166e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -10420310.000000 Penalty: 1096.821167
	Iteration 5F: 3 clusters Score -1.042031e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -10427612.000000 Penalty: 1096.821167
	Iteration 6F: 3 clusters Score -1.042761e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10430751.000000 Penalty: 1096.821167
	Iteration 7Q: 3 clusters Score -1.043075e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -10431449.000000 Penalty: 1096.821167
	Iteration 8Q: 3 clusters Score -1.043145e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10431586.000000 Penalty: 1096.821167
	Iteration 9Q: 3 clusters Score -1.043159e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -10431756.000000 Penalty: 1096.821167
	Iteration 10Q: 3 clusters Score -1.043176e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 85305 members 
Entering Unmasked Estep 
Score: -10431840.000000 Penalty: 1096.821167
	Iteration 11Q: 3 clusters Score -1.043184e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -10432008.000000 Penalty: 1096.821167
	Iteration 12Q: 3 clusters Score -1.043201e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -10432100.000000 Penalty: 1096.821167
	Iteration 13Q: 3 clusters Score -1.04321e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -10432252.000000 Penalty: 1096.821167
	Iteration 14Q: 3 clusters Score -1.043225e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -10432377.000000 Penalty: 1096.821167
	Iteration 15Q: 3 clusters Score -1.043238e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -10432445.000000 Penalty: 1096.821167
	Iteration 16Q: 3 clusters Score -1.043244e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -10432520.000000 Penalty: 1096.821167
	Iteration 17Q: 3 clusters Score -1.043252e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -10432665.000000 Penalty: 1096.821167
	Iteration 18Q: 3 clusters Score -1.043266e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -10432716.000000 Penalty: 1096.821167
	Iteration 19Q: 3 clusters Score -1.043272e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -10432761.000000 Penalty: 1096.821167
	Iteration 20F: 3 clusters Score -1.043276e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -10432781.000000 Penalty: 1096.821167
	Iteration 21Q: 3 clusters Score -1.043278e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -10432729.000000 Penalty: 1096.821167
	Iteration 22Q: 3 clusters Score -1.043273e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -10432545.000000 Penalty: 1096.821167
	Iteration 23Q: 3 clusters Score -1.043254e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -10432394.000000 Penalty: 1096.821167
	Iteration 24Q: 3 clusters Score -1.043239e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -10432279.000000 Penalty: 1096.821167
	Iteration 25Q: 3 clusters Score -1.043228e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -10432061.000000 Penalty: 1096.821167
	Iteration 26Q: 3 clusters Score -1.043206e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
Score: -10431916.000000 Penalty: 1096.821167
	Iteration 27Q: 3 clusters Score -1.043192e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -10431859.000000 Penalty: 1096.821167
	Iteration 28Q: 3 clusters Score -1.043186e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -10431769.000000 Penalty: 1096.821167
	Iteration 29Q: 3 clusters Score -1.043177e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -10431728.000000 Penalty: 1096.821167
	Iteration 30Q: 3 clusters Score -1.043173e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 100482 members 
Entering Unmasked Estep 
Score: -10431644.000000 Penalty: 1096.821167
	Iteration 31Q: 3 clusters Score -1.043164e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -10431637.000000 Penalty: 1096.821167
	Iteration 32Q: 3 clusters Score -1.043164e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -10431621.000000 Penalty: 1096.821167
	Iteration 33Q: 3 clusters Score -1.043162e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -10431668.000000 Penalty: 1096.821167
	Iteration 34Q: 3 clusters Score -1.043167e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -10431770.000000 Penalty: 1096.821167
	Iteration 35Q: 3 clusters Score -1.043177e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -10431884.000000 Penalty: 1096.821167
	Iteration 36Q: 3 clusters Score -1.043188e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -10432161.000000 Penalty: 1096.821167
	Iteration 37Q: 3 clusters Score -1.043216e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -10432549.000000 Penalty: 1096.821167
	Iteration 38Q: 3 clusters Score -1.043255e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -10432833.000000 Penalty: 1096.821167
	Iteration 39Q: 3 clusters Score -1.043283e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -10433173.000000 Penalty: 1096.821167
	Iteration 40F: 3 clusters Score -1.043317e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -10433356.000000 Penalty: 1096.821167
	Iteration 41Q: 3 clusters Score -1.043336e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -10433384.000000 Penalty: 1096.821167
	Iteration 42Q: 3 clusters Score -1.043338e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10433378.000000 Penalty: 1096.821167
	Iteration 43Q: 3 clusters Score -1.043338e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -10433428.000000 Penalty: 1096.821167
	Iteration 44Q: 3 clusters Score -1.043343e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -10433529.000000 Penalty: 1096.821167
	Iteration 45Q: 3 clusters Score -1.043353e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -10433786.000000 Penalty: 1096.821167
	Iteration 46Q: 3 clusters Score -1.043379e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -10433956.000000 Penalty: 1096.821167
	Iteration 47Q: 3 clusters Score -1.043396e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -10434111.000000 Penalty: 1096.821167
	Iteration 48Q: 3 clusters Score -1.043411e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -10434325.000000 Penalty: 1096.821167
	Iteration 49Q: 3 clusters Score -1.043432e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -10434863.000000 Penalty: 1096.821167
	Iteration 50Q: 3 clusters Score -1.043486e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -10435420.000000 Penalty: 1096.821167
	Iteration 51Q: 3 clusters Score -1.043542e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -10436035.000000 Penalty: 1096.821167
	Iteration 52Q: 3 clusters Score -1.043604e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -10436625.000000 Penalty: 1096.821167
	Iteration 53Q: 3 clusters Score -1.043662e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -10437165.000000 Penalty: 1096.821167
	Iteration 54Q: 3 clusters Score -1.043716e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132387 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -10437707.000000 Penalty: 1096.821167
	Iteration 55Q: 3 clusters Score -1.043771e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135591 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -10438150.000000 Penalty: 1096.821167
	Iteration 56Q: 3 clusters Score -1.043815e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -10438552.000000 Penalty: 1096.821167
	Iteration 57Q: 3 clusters Score -1.043855e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -10438818.000000 Penalty: 1096.821167
	Iteration 58Q: 3 clusters Score -1.043882e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -10439287.000000 Penalty: 1096.821167
	Iteration 59Q: 3 clusters Score -1.043929e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -10441082.000000 Penalty: 1096.821167
	Iteration 60F: 3 clusters Score -1.044108e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149173 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -10442229.000000 Penalty: 1096.821167
	Iteration 61Q: 3 clusters Score -1.044223e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151724 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -10443487.000000 Penalty: 1096.821167
	Iteration 62Q: 3 clusters Score -1.044349e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -10444625.000000 Penalty: 1096.821167
	Iteration 63Q: 3 clusters Score -1.044462e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -10445959.000000 Penalty: 1096.821167
	Iteration 64Q: 3 clusters Score -1.044596e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157178 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -10447149.000000 Penalty: 1096.821167
	Iteration 65Q: 3 clusters Score -1.044715e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -10448071.000000 Penalty: 1096.821167
	Iteration 66Q: 3 clusters Score -1.044807e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -10448642.000000 Penalty: 1096.821167
	Iteration 67Q: 3 clusters Score -1.044864e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -10449077.000000 Penalty: 1096.821167
	Iteration 68Q: 3 clusters Score -1.044908e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -10449304.000000 Penalty: 1096.821167
	Iteration 69Q: 3 clusters Score -1.04493e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161902 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -10449459.000000 Penalty: 1096.821167
	Iteration 70Q: 3 clusters Score -1.044946e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162453 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -10449575.000000 Penalty: 1096.821167
	Iteration 71Q: 3 clusters Score -1.044958e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162912 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -10449690.000000 Penalty: 1096.821167
	Iteration 72Q: 3 clusters Score -1.044969e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10449790.000000 Penalty: 1096.821167
	Iteration 73Q: 3 clusters Score -1.044979e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -10449892.000000 Penalty: 1096.821167
	Iteration 74Q: 3 clusters Score -1.044989e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -10449878.000000 Penalty: 1096.821167
	Iteration 75Q: 3 clusters Score -1.044988e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -10449914.000000 Penalty: 1096.821167
	Iteration 76Q: 3 clusters Score -1.044991e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -10449930.000000 Penalty: 1096.821167
	Iteration 77Q: 3 clusters Score -1.044993e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -10449970.000000 Penalty: 1096.821167
	Iteration 78Q: 3 clusters Score -1.044997e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -10449965.000000 Penalty: 1096.821167
	Iteration 79Q: 3 clusters Score -1.044996e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164841 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -10449997.000000 Penalty: 1096.821167
	Iteration 80F: 3 clusters Score -1.045e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -10450005.000000 Penalty: 1096.821167
	Iteration 81Q: 3 clusters Score -1.045e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -10450013.000000 Penalty: 1096.821167
	Iteration 82Q: 3 clusters Score -1.045001e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -10450010.000000 Penalty: 1096.821167
	Iteration 83Q: 3 clusters Score -1.045001e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -10450048.000000 Penalty: 1096.821167
	Iteration 84Q: 3 clusters Score -1.045005e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165379 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -10450024.000000 Penalty: 1096.821167
	Iteration 85Q: 3 clusters Score -1.045002e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -10450016.000000 Penalty: 1096.821167
	Iteration 86Q: 3 clusters Score -1.045002e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -10450007.000000 Penalty: 1096.821167
	Iteration 87Q: 3 clusters Score -1.045001e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -10450002.000000 Penalty: 1096.821167
	Iteration 88Q: 3 clusters Score -1.045e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -10449995.000000 Penalty: 1096.821167
	Iteration 89Q: 3 clusters Score -1.045e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165626 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -10449954.000000 Penalty: 1096.821167
	Iteration 90Q: 3 clusters Score -1.044995e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -10449970.000000 Penalty: 1096.821167
	Iteration 91Q: 3 clusters Score -1.044997e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165736 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -10449977.000000 Penalty: 1096.821167
	Iteration 92Q: 3 clusters Score -1.044998e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165783 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -10449946.000000 Penalty: 1096.821167
	Iteration 93Q: 3 clusters Score -1.044995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -10449953.000000 Penalty: 1096.821167
	Iteration 94Q: 3 clusters Score -1.044995e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165837 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -10449944.000000 Penalty: 1096.821167
	Iteration 95Q: 3 clusters Score -1.044994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -10449947.000000 Penalty: 1096.821167
	Iteration 96Q: 3 clusters Score -1.044995e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -10449946.000000 Penalty: 1096.821167
	Iteration 97Q: 3 clusters Score -1.044995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -10449934.000000 Penalty: 1096.821167
	Iteration 98Q: 3 clusters Score -1.044993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -10449931.000000 Penalty: 1096.821167
	Iteration 99Q: 3 clusters Score -1.044993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -10449912.000000 Penalty: 1096.821167
	Iteration 100F: 3 clusters Score -1.044991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165996 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -10449912.000000 Penalty: 1096.821167
	Iteration 101Q: 3 clusters Score -1.044991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166018 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -10449920.000000 Penalty: 1096.821167
	Iteration 102Q: 3 clusters Score -1.044992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166037 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -10449918.000000 Penalty: 1096.821167
	Iteration 103Q: 3 clusters Score -1.044992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166045 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -10449918.000000 Penalty: 1096.821167
	Iteration 104Q: 3 clusters Score -1.044992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166058 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -10449927.000000 Penalty: 1096.821167
	Iteration 105Q: 3 clusters Score -1.044993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -10449935.000000 Penalty: 1096.821167
	Iteration 106Q: 3 clusters Score -1.044994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -10449928.000000 Penalty: 1096.821167
	Iteration 107Q: 3 clusters Score -1.044993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -10449915.000000 Penalty: 1096.821167
	Iteration 108Q: 3 clusters Score -1.044992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166094 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -10449902.000000 Penalty: 1096.821167
	Iteration 109Q: 3 clusters Score -1.04499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -10449897.000000 Penalty: 1096.821167
	Iteration 110Q: 3 clusters Score -1.04499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10449895.000000 Penalty: 1096.821167
	Iteration 111Q: 3 clusters Score -1.04499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -10449904.000000 Penalty: 1096.821167
	Iteration 112Q: 3 clusters Score -1.04499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -10449899.000000 Penalty: 1096.821167
	Iteration 113Q: 3 clusters Score -1.04499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -10449915.000000 Penalty: 1096.821167
	Iteration 114Q: 3 clusters Score -1.044992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166124 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -10449904.000000 Penalty: 1096.821167
	Iteration 115Q: 3 clusters Score -1.04499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -10449904.000000 Penalty: 1096.821167
	Iteration 116Q: 3 clusters Score -1.04499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -10449903.000000 Penalty: 1096.821167
	Iteration 117Q: 3 clusters Score -1.04499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -10449903.000000 Penalty: 1096.821167
	Iteration 118Q: 3 clusters Score -1.04499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166138 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -10449902.000000 Penalty: 1096.821167
	Iteration 119Q: 3 clusters Score -1.04499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166142 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -10449896.000000 Penalty: 1096.821167
	Iteration 120F: 3 clusters Score -1.04499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10449900.000000 Penalty: 1096.821167
	Iteration 121Q: 3 clusters Score -1.04499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166147 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -10449903.000000 Penalty: 1096.821167
	Iteration 122Q: 3 clusters Score -1.04499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166152 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -10449903.000000 Penalty: 1096.821167
	Iteration 123Q: 3 clusters Score -1.04499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166152 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -10449895.000000 Penalty: 1096.821167
	Iteration 124Q: 3 clusters Score -1.04499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166153 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -10449897.000000 Penalty: 1096.821167
	Iteration 125Q: 3 clusters Score -1.04499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -10449893.000000 Penalty: 1096.821167
	Iteration 126Q: 3 clusters Score -1.044989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -10449893.000000 Penalty: 1096.821167
	Iteration 127F: 3 clusters Score -1.044989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 166154 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 84614 members 
Mstep: Class 23 contains 5456 members 
Entering Unmasked Estep 
Score: -53167000.000000 Penalty: 14345.457031
Splitting cluster 12 changes total score from -53145472.000000 to -53167000.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -278884.375000 Penalty: 383.876709
	Iteration 0F: 2 clusters Score -278884.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -275833.656250 Penalty: 767.753418
	Iteration 0F: 3 clusters Score -275833.7 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -277525.281250 Penalty: 767.753418
	Iteration 1F: 3 clusters Score -277525.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -278123.093750 Penalty: 767.753418
	Iteration 2F: 3 clusters Score -278123.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -278807.000000 Penalty: 767.753418
	Iteration 3F: 3 clusters Score -278807 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -279502.343750 Penalty: 767.753418
	Iteration 4F: 3 clusters Score -279502.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -279927.250000 Penalty: 767.753418
	Iteration 5F: 3 clusters Score -279927.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -280165.562500 Penalty: 767.753418
	Iteration 6Q: 3 clusters Score -280165.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -280330.312500 Penalty: 767.753418
	Iteration 7Q: 3 clusters Score -280330.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -280487.875000 Penalty: 767.753418
	Iteration 8Q: 3 clusters Score -280487.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -280589.656250 Penalty: 767.753418
	Iteration 9Q: 3 clusters Score -280589.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -280653.843750 Penalty: 767.753418
	Iteration 10Q: 3 clusters Score -280653.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -280684.468750 Penalty: 767.753418
	Iteration 11Q: 3 clusters Score -280684.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -280700.343750 Penalty: 767.753418
	Iteration 12Q: 3 clusters Score -280700.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -280726.062500 Penalty: 767.753418
	Iteration 13Q: 3 clusters Score -280726.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -280762.500000 Penalty: 767.753418
	Iteration 14Q: 3 clusters Score -280762.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -280789.687500 Penalty: 767.753418
	Iteration 15Q: 3 clusters Score -280789.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -280857.875000 Penalty: 767.753418
	Iteration 16Q: 3 clusters Score -280857.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -280977.468750 Penalty: 767.753418
	Iteration 17Q: 3 clusters Score -280977.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -281313.031250 Penalty: 767.753418
	Iteration 18Q: 3 clusters Score -281313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -281676.343750 Penalty: 767.753418
	Iteration 19Q: 3 clusters Score -281676.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -281877.437500 Penalty: 767.753418
	Iteration 20F: 3 clusters Score -281877.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -282008.937500 Penalty: 767.753418
	Iteration 21Q: 3 clusters Score -282008.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -282100.093750 Penalty: 767.753418
	Iteration 22Q: 3 clusters Score -282100.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -282177.187500 Penalty: 767.753418
	Iteration 23Q: 3 clusters Score -282177.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -282222.625000 Penalty: 767.753418
	Iteration 24Q: 3 clusters Score -282222.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -282259.375000 Penalty: 767.753418
	Iteration 25Q: 3 clusters Score -282259.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -282288.906250 Penalty: 767.753418
	Iteration 26Q: 3 clusters Score -282288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -282302.250000 Penalty: 767.753418
	Iteration 27Q: 3 clusters Score -282302.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -282313.593750 Penalty: 767.753418
	Iteration 28Q: 3 clusters Score -282313.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -282323.781250 Penalty: 767.753418
	Iteration 29Q: 3 clusters Score -282323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -282330.218750 Penalty: 767.753418
	Iteration 30Q: 3 clusters Score -282330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -282331.812500 Penalty: 767.753418
	Iteration 31Q: 3 clusters Score -282331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -282332.656250 Penalty: 767.753418
	Iteration 32Q: 3 clusters Score -282332.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -282331.875000 Penalty: 767.753418
	Iteration 33Q: 3 clusters Score -282331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -282335.125000 Penalty: 767.753418
	Iteration 34Q: 3 clusters Score -282335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -282328.968750 Penalty: 767.753418
	Iteration 35Q: 3 clusters Score -282329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -282335.281250 Penalty: 767.753418
	Iteration 36Q: 3 clusters Score -282335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -282335.187500 Penalty: 767.753418
	Iteration 37Q: 3 clusters Score -282335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -282336.250000 Penalty: 767.753418
	Iteration 38Q: 3 clusters Score -282336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -282333.031250 Penalty: 767.753418
	Iteration 39Q: 3 clusters Score -282333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -282331.000000 Penalty: 767.753418
	Iteration 40F: 3 clusters Score -282331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -282336.250000 Penalty: 767.753418
	Iteration 41Q: 3 clusters Score -282336.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -282337.125000 Penalty: 767.753418
	Iteration 42Q: 3 clusters Score -282337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -282338.125000 Penalty: 767.753418
	Iteration 43Q: 3 clusters Score -282338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -282339.250000 Penalty: 767.753418
	Iteration 44Q: 3 clusters Score -282339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -282333.375000 Penalty: 767.753418
	Iteration 45Q: 3 clusters Score -282333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -282337.375000 Penalty: 767.753418
	Iteration 46Q: 3 clusters Score -282337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -282329.187500 Penalty: 767.753418
	Iteration 47Q: 3 clusters Score -282329.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -282330.500000 Penalty: 767.753418
	Iteration 48Q: 3 clusters Score -282330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -282333.656250 Penalty: 767.753418
	Iteration 49Q: 3 clusters Score -282333.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -282331.968750 Penalty: 767.753418
	Iteration 50Q: 3 clusters Score -282332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -282334.093750 Penalty: 767.753418
	Iteration 51Q: 3 clusters Score -282334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -282337.562500 Penalty: 767.753418
	Iteration 52Q: 3 clusters Score -282337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -282340.687500 Penalty: 767.753418
	Iteration 53Q: 3 clusters Score -282340.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -282339.093750 Penalty: 767.753418
	Iteration 54Q: 3 clusters Score -282339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -282338.000000 Penalty: 767.753418
	Iteration 55Q: 3 clusters Score -282338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -282334.250000 Penalty: 767.753418
	Iteration 56Q: 3 clusters Score -282334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -282339.281250 Penalty: 767.753418
	Iteration 57Q: 3 clusters Score -282339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -282334.406250 Penalty: 767.753418
	Iteration 58Q: 3 clusters Score -282334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -282332.968750 Penalty: 767.753418
	Iteration 59Q: 3 clusters Score -282333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -282336.781250 Penalty: 767.753418
	Iteration 60F: 3 clusters Score -282336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -282339.375000 Penalty: 767.753418
	Iteration 61Q: 3 clusters Score -282339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -282341.093750 Penalty: 767.753418
	Iteration 62Q: 3 clusters Score -282341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -282338.437500 Penalty: 767.753418
	Iteration 63Q: 3 clusters Score -282338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -282339.593750 Penalty: 767.753418
	Iteration 64Q: 3 clusters Score -282339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -282338.937500 Penalty: 767.753418
	Iteration 65Q: 3 clusters Score -282338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -282338.343750 Penalty: 767.753418
	Iteration 66Q: 3 clusters Score -282338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -282338.187500 Penalty: 767.753418
	Iteration 67Q: 3 clusters Score -282338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -282335.406250 Penalty: 767.753418
	Iteration 68Q: 3 clusters Score -282335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -282335.718750 Penalty: 767.753418
	Iteration 69Q: 3 clusters Score -282335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -282340.687500 Penalty: 767.753418
	Iteration 70Q: 3 clusters Score -282340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -282337.968750 Penalty: 767.753418
	Iteration 71Q: 3 clusters Score -282338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -282338.343750 Penalty: 767.753418
	Iteration 72Q: 3 clusters Score -282338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -282337.906250 Penalty: 767.753418
	Iteration 73Q: 3 clusters Score -282337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -282334.593750 Penalty: 767.753418
	Iteration 74Q: 3 clusters Score -282334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -282342.375000 Penalty: 767.753418
	Iteration 75Q: 3 clusters Score -282342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -282336.750000 Penalty: 767.753418
	Iteration 76Q: 3 clusters Score -282336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -282337.843750 Penalty: 767.753418
	Iteration 77Q: 3 clusters Score -282337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -282341.937500 Penalty: 767.753418
	Iteration 78Q: 3 clusters Score -282341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -282336.593750 Penalty: 767.753418
	Iteration 79Q: 3 clusters Score -282336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -282338.500000 Penalty: 767.753418
	Iteration 80F: 3 clusters Score -282338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -282339.968750 Penalty: 767.753418
	Iteration 81Q: 3 clusters Score -282340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -282338.593750 Penalty: 767.753418
	Iteration 82Q: 3 clusters Score -282338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -282340.125000 Penalty: 767.753418
	Iteration 83Q: 3 clusters Score -282340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -282340.125000 Penalty: 767.753418
	Iteration 84F: 3 clusters Score -282340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 166154 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 84614 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 2526 members 
Entering Unmasked Estep 
Score: -53170424.000000 Penalty: 14969.172852
Splitting cluster 13 changes total score from -53145472.000000 to -53170424.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -152353.546875 Penalty: 353.813263
	Iteration 0F: 2 clusters Score -152353.5 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 1190 members 
Entering Unmasked Estep 
Score: -150657.296875 Penalty: 707.626526
	Iteration 0F: 3 clusters Score -150657.3 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -151263.640625 Penalty: 707.626526
	Iteration 1F: 3 clusters Score -151263.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -151375.468750 Penalty: 707.626526
	Iteration 2F: 3 clusters Score -151375.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -151492.640625 Penalty: 707.626526
	Iteration 3F: 3 clusters Score -151492.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -151611.828125 Penalty: 707.626526
	Iteration 4F: 3 clusters Score -151611.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -151730.781250 Penalty: 707.626526
	Iteration 5F: 3 clusters Score -151730.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -151818.062500 Penalty: 707.626526
	Iteration 6Q: 3 clusters Score -151818.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -151876.890625 Penalty: 707.626526
	Iteration 7Q: 3 clusters Score -151876.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -151904.921875 Penalty: 707.626526
	Iteration 8Q: 3 clusters Score -151904.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -151928.578125 Penalty: 707.626526
	Iteration 9Q: 3 clusters Score -151928.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -151952.250000 Penalty: 707.626526
	Iteration 10Q: 3 clusters Score -151952.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -151972.140625 Penalty: 707.626526
	Iteration 11Q: 3 clusters Score -151972.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -151988.156250 Penalty: 707.626526
	Iteration 12Q: 3 clusters Score -151988.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -151998.250000 Penalty: 707.626526
	Iteration 13Q: 3 clusters Score -151998.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -152007.937500 Penalty: 707.626526
	Iteration 14Q: 3 clusters Score -152007.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -152015.703125 Penalty: 707.626526
	Iteration 15Q: 3 clusters Score -152015.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -152021.781250 Penalty: 707.626526
	Iteration 16Q: 3 clusters Score -152021.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -152025.828125 Penalty: 707.626526
	Iteration 17Q: 3 clusters Score -152025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -152028.296875 Penalty: 707.626526
	Iteration 18Q: 3 clusters Score -152028.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -152030.437500 Penalty: 707.626526
	Iteration 19Q: 3 clusters Score -152030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -152033.125000 Penalty: 707.626526
	Iteration 20F: 3 clusters Score -152033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -152034.625000 Penalty: 707.626526
	Iteration 21Q: 3 clusters Score -152034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -152035.218750 Penalty: 707.626526
	Iteration 22Q: 3 clusters Score -152035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -152035.781250 Penalty: 707.626526
	Iteration 23Q: 3 clusters Score -152035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -152036.125000 Penalty: 707.626526
	Iteration 24Q: 3 clusters Score -152036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -152036.812500 Penalty: 707.626526
	Iteration 25Q: 3 clusters Score -152036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -152037.375000 Penalty: 707.626526
	Iteration 26Q: 3 clusters Score -152037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -152038.281250 Penalty: 707.626526
	Iteration 27Q: 3 clusters Score -152038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -152038.687500 Penalty: 707.626526
	Iteration 28Q: 3 clusters Score -152038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -152038.640625 Penalty: 707.626526
	Iteration 29Q: 3 clusters Score -152038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -152038.640625 Penalty: 707.626526
	Iteration 30F: 3 clusters Score -152038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -18583.951172 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -18583.95 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 371 members 
Entering Unmasked Estep 
Score: -18132.314453 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -18132.31 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19045.402344 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -19045.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -19235.964844 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -19235.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19419.830078 Penalty: 602.305237
	Iteration 3Q: 3 clusters Score -19419.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19570.333984 Penalty: 602.305237
	Iteration 4Q: 3 clusters Score -19570.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19727.115234 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -19727.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19876.460938 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -19876.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -20011.865234 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -20011.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20119.142578 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -20119.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20191.027344 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -20191.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20225.787109 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -20225.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20250.613281 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -20250.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20266.921875 Penalty: 602.305237
	Iteration 12Q: 3 clusters Score -20266.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20273.248047 Penalty: 602.305237
	Iteration 13Q: 3 clusters Score -20273.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20274.023438 Penalty: 602.305237
	Iteration 14Q: 3 clusters Score -20274.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20274.767578 Penalty: 602.305237
	Iteration 15Q: 3 clusters Score -20274.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20318.679688 Penalty: 602.305237
	Iteration 16F: 3 clusters Score -20318.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20366.726562 Penalty: 602.305237
	Iteration 17Q: 3 clusters Score -20366.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20393.050781 Penalty: 602.305237
	Iteration 18Q: 3 clusters Score -20393.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20402.113281 Penalty: 602.305237
	Iteration 19Q: 3 clusters Score -20402.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20415.171875 Penalty: 602.305237
	Iteration 20F: 3 clusters Score -20415.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20419.128906 Penalty: 602.305237
	Iteration 21Q: 3 clusters Score -20419.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20420.654297 Penalty: 602.305237
	Iteration 22Q: 3 clusters Score -20420.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20420.654297 Penalty: 602.305237
	Iteration 23F: 3 clusters Score -20420.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 166154 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 565 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 84614 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 314 members 
Entering Unmasked Estep 
Score: -53171820.000000 Penalty: 15592.887695
Splitting cluster 15 changes total score from -53145472.000000 to -53171820.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (142366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142366 members 
Entering Unmasked Estep 
Score: -8736975.000000 Penalty: 539.910095
	Iteration 0F: 2 clusters Score -8736975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -8654484.000000 Penalty: 1079.820190
	Iteration 0F: 3 clusters Score -8654484 nChanged 69856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -8696750.000000 Penalty: 1079.820190
	Iteration 1F: 3 clusters Score -8696750 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -8698891.000000 Penalty: 1079.820190
	Iteration 2Q: 3 clusters Score -8698891 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -8702712.000000 Penalty: 1079.820190
	Iteration 3F: 3 clusters Score -8702712 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -8709359.000000 Penalty: 1079.820190
	Iteration 4F: 3 clusters Score -8709359 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -8718784.000000 Penalty: 1079.820190
	Iteration 5F: 3 clusters Score -8718784 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -8727473.000000 Penalty: 1079.820190
	Iteration 6F: 3 clusters Score -8727473 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -8730817.000000 Penalty: 1079.820190
	Iteration 7F: 3 clusters Score -8730817 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -8731798.000000 Penalty: 1079.820190
	Iteration 8Q: 3 clusters Score -8731798 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -8732268.000000 Penalty: 1079.820190
	Iteration 9Q: 3 clusters Score -8732268 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -8732681.000000 Penalty: 1079.820190
	Iteration 10Q: 3 clusters Score -8732681 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -8732958.000000 Penalty: 1079.820190
	Iteration 11Q: 3 clusters Score -8732958 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -8733263.000000 Penalty: 1079.820190
	Iteration 12Q: 3 clusters Score -8733263 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -8733459.000000 Penalty: 1079.820190
	Iteration 13Q: 3 clusters Score -8733459 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -8733660.000000 Penalty: 1079.820190
	Iteration 14Q: 3 clusters Score -8733660 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92068 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -8733844.000000 Penalty: 1079.820190
	Iteration 15Q: 3 clusters Score -8733844 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -8733944.000000 Penalty: 1079.820190
	Iteration 16Q: 3 clusters Score -8733944 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -8734067.000000 Penalty: 1079.820190
	Iteration 17Q: 3 clusters Score -8734067 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -8734046.000000 Penalty: 1079.820190
	Iteration 18Q: 3 clusters Score -8734046 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8734110.000000 Penalty: 1079.820190
	Iteration 19Q: 3 clusters Score -8734110 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8734204.000000 Penalty: 1079.820190
	Iteration 20F: 3 clusters Score -8734204 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8734209.000000 Penalty: 1079.820190
	Iteration 21Q: 3 clusters Score -8734209 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8734232.000000 Penalty: 1079.820190
	Iteration 22Q: 3 clusters Score -8734232 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8734296.000000 Penalty: 1079.820190
	Iteration 23Q: 3 clusters Score -8734296 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -8734294.000000 Penalty: 1079.820190
	Iteration 24Q: 3 clusters Score -8734294 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -8734367.000000 Penalty: 1079.820190
	Iteration 25Q: 3 clusters Score -8734367 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -8734386.000000 Penalty: 1079.820190
	Iteration 26Q: 3 clusters Score -8734386 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -8734422.000000 Penalty: 1079.820190
	Iteration 27Q: 3 clusters Score -8734422 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110769 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -8734342.000000 Penalty: 1079.820190
	Iteration 28Q: 3 clusters Score -8734342 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -8734426.000000 Penalty: 1079.820190
	Iteration 29Q: 3 clusters Score -8734426 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -8734467.000000 Penalty: 1079.820190
	Iteration 30Q: 3 clusters Score -8734467 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -8734474.000000 Penalty: 1079.820190
	Iteration 31Q: 3 clusters Score -8734474 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -8734577.000000 Penalty: 1079.820190
	Iteration 32Q: 3 clusters Score -8734577 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -8734655.000000 Penalty: 1079.820190
	Iteration 33Q: 3 clusters Score -8734655 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -8734784.000000 Penalty: 1079.820190
	Iteration 34Q: 3 clusters Score -8734784 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -8734992.000000 Penalty: 1079.820190
	Iteration 35Q: 3 clusters Score -8734992 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -8735153.000000 Penalty: 1079.820190
	Iteration 36Q: 3 clusters Score -8735153 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124061 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -8735347.000000 Penalty: 1079.820190
	Iteration 37Q: 3 clusters Score -8735347 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125230 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -8735556.000000 Penalty: 1079.820190
	Iteration 38Q: 3 clusters Score -8735556 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126312 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -8735662.000000 Penalty: 1079.820190
	Iteration 39Q: 3 clusters Score -8735662 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -8735821.000000 Penalty: 1079.820190
	Iteration 40F: 3 clusters Score -8735821 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128182 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -8735844.000000 Penalty: 1079.820190
	Iteration 41Q: 3 clusters Score -8735844 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128970 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8735916 nChanged 835
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8735983 nChanged 719
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Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8735943 nChanged 659
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Mstep: Class 1 contains 131586 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8735902 nChanged 486
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Mstep: Class 1 contains 132966 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8735882 nChanged 459
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Mstep: Class 1 contains 133357 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8735870 nChanged 467
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Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8735898 nChanged 435
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Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8735870 nChanged 365
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Mstep: Class 1 contains 134394 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8735865 nChanged 344
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Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8735838 nChanged 309
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Mstep: Class 1 contains 134871 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8735822 nChanged 293
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Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8735860 nChanged 282
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Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8735867 nChanged 311
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Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8735891 nChanged 309
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Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8735933 nChanged 283
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Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8735965 nChanged 243
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Mstep: Class 1 contains 136200 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8735971 nChanged 230
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Mstep: Class 1 contains 136348 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8735986 nChanged 201
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Mstep: Class 1 contains 136483 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8735975 nChanged 170
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Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8735966 nChanged 172
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Mstep: Class 1 contains 136691 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8735984 nChanged 157
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Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8735973 nChanged 161
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Mstep: Class 1 contains 136877 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8735974 nChanged 147
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Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137055 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8736005 nChanged 101
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Mstep: Class 1 contains 137106 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8736000 nChanged 107
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Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8736013 nChanged 102
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Mstep: Class 1 contains 137218 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8736001 nChanged 80
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Mstep: Class 1 contains 137240 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 137272 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8736011 nChanged 96
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Mstep: Class 1 contains 137302 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8736018 nChanged 82
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Mstep: Class 1 contains 137320 members 
Mstep: Class 2 contains 5046 members 
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Mstep: Class 1 contains 137335 members 
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	Iteration 78Q: 3 clusters Score -8736001 nChanged 81
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Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8735975 nChanged 78
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Mstep: Class 1 contains 137380 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8735973 nChanged 55
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Mstep: Class 1 contains 137393 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8735992 nChanged 47
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Mstep: Class 1 contains 137406 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8735979 nChanged 50
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Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 4946 members 
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	Iteration 83Q: 3 clusters Score -8735983 nChanged 42
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Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 4936 members 
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	Iteration 84Q: 3 clusters Score -8735979 nChanged 46
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Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137453 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8736000 nChanged 40
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Mstep: Class 1 contains 137463 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8736024 nChanged 41
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Mstep: Class 1 contains 137480 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8736036 nChanged 39
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Mstep: Class 1 contains 137493 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8736038 nChanged 22
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Mstep: Class 1 contains 137501 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8736041 nChanged 21
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Mstep: Class 1 contains 137514 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8736043 nChanged 22
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Mstep: Class 1 contains 137528 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8736032 nChanged 40
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Mstep: Class 1 contains 137554 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8736049 nChanged 43
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Mstep: Class 1 contains 137579 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8736054 nChanged 37
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	Iteration 95Q: 3 clusters Score -8736064 nChanged 32
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	Iteration 96Q: 3 clusters Score -8736079 nChanged 28
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Mstep: Class 1 contains 137640 members 
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	Iteration 97Q: 3 clusters Score -8736079 nChanged 28
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8736091 nChanged 26
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	Iteration 99Q: 3 clusters Score -8736088 nChanged 13
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	Iteration 100F: 3 clusters Score -8736097 nChanged 12
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8736098 nChanged 12
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	Iteration 102Q: 3 clusters Score -8736092 nChanged 12
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	Iteration 103Q: 3 clusters Score -8736102 nChanged 9
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	Iteration 104Q: 3 clusters Score -8736099 nChanged 10
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Mstep: Class 1 contains 137702 members 
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	Iteration 105Q: 3 clusters Score -8736103 nChanged 11
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8736115 nChanged 9
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8736114 nChanged 13
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	Iteration 108Q: 3 clusters Score -8736115 nChanged 13
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8736119 nChanged 9
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	Iteration 110Q: 3 clusters Score -8736111 nChanged 12
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	Iteration 111Q: 3 clusters Score -8736102 nChanged 14
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	Iteration 112Q: 3 clusters Score -8736107 nChanged 13
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	Iteration 113Q: 3 clusters Score -8736106 nChanged 20
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	Iteration 114Q: 3 clusters Score -8736103 nChanged 17
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	Iteration 115Q: 3 clusters Score -8736110 nChanged 18
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	Iteration 116Q: 3 clusters Score -8736110 nChanged 27
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	Iteration 117Q: 3 clusters Score -8736123 nChanged 23
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	Iteration 118Q: 3 clusters Score -8736123 nChanged 24
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	Iteration 119Q: 3 clusters Score -8736127 nChanged 23
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	Iteration 120F: 3 clusters Score -8736126 nChanged 19
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	Iteration 121Q: 3 clusters Score -8736120 nChanged 15
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	Iteration 122Q: 3 clusters Score -8736123 nChanged 15
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	Iteration 123Q: 3 clusters Score -8736135 nChanged 16
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	Iteration 124Q: 3 clusters Score -8736134 nChanged 22
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	Iteration 125Q: 3 clusters Score -8736117 nChanged 20
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	Iteration 126Q: 3 clusters Score -8736123 nChanged 25
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	Iteration 127Q: 3 clusters Score -8736136 nChanged 25
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	Iteration 128Q: 3 clusters Score -8736131 nChanged 29
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	Iteration 129Q: 3 clusters Score -8736128 nChanged 31
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	Iteration 130Q: 3 clusters Score -8736136 nChanged 41
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	Iteration 131Q: 3 clusters Score -8736161 nChanged 43
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	Iteration 132Q: 3 clusters Score -8736148 nChanged 37
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	Iteration 133Q: 3 clusters Score -8736158 nChanged 60
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	Iteration 134Q: 3 clusters Score -8736176 nChanged 56
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8736191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138153 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8736194.000000 Penalty: 1079.820190
	Iteration 136Q: 3 clusters Score -8736194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138181 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8736202.000000 Penalty: 1079.820190
	Iteration 137Q: 3 clusters Score -8736202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8736207.000000 Penalty: 1079.820190
	Iteration 138Q: 3 clusters Score -8736207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8736199.000000 Penalty: 1079.820190
	Iteration 139Q: 3 clusters Score -8736199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138223 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8736197.000000 Penalty: 1079.820190
	Iteration 140F: 3 clusters Score -8736197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8736187.000000 Penalty: 1079.820190
	Iteration 141Q: 3 clusters Score -8736187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -8736182.000000 Penalty: 1079.820190
	Iteration 142Q: 3 clusters Score -8736182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138258 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8736173.000000 Penalty: 1079.820190
	Iteration 143Q: 3 clusters Score -8736173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138269 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8736175.000000 Penalty: 1079.820190
	Iteration 144Q: 3 clusters Score -8736175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8736172.000000 Penalty: 1079.820190
	Iteration 145Q: 3 clusters Score -8736172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138296 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -8736190.000000 Penalty: 1079.820190
	Iteration 146Q: 3 clusters Score -8736190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8736182.000000 Penalty: 1079.820190
	Iteration 147Q: 3 clusters Score -8736182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138315 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8736186.000000 Penalty: 1079.820190
	Iteration 148Q: 3 clusters Score -8736186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138318 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8736180.000000 Penalty: 1079.820190
	Iteration 149Q: 3 clusters Score -8736180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8736178.000000 Penalty: 1079.820190
	Iteration 150Q: 3 clusters Score -8736178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138339 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8736177.000000 Penalty: 1079.820190
	Iteration 151Q: 3 clusters Score -8736177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138352 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8736175.000000 Penalty: 1079.820190
	Iteration 152Q: 3 clusters Score -8736175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8736180.000000 Penalty: 1079.820190
	Iteration 153Q: 3 clusters Score -8736180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8736178.000000 Penalty: 1079.820190
	Iteration 154Q: 3 clusters Score -8736178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138382 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8736182.000000 Penalty: 1079.820190
	Iteration 155Q: 3 clusters Score -8736182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8736166.000000 Penalty: 1079.820190
	Iteration 156Q: 3 clusters Score -8736166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138404 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -8736188.000000 Penalty: 1079.820190
	Iteration 157Q: 3 clusters Score -8736188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -8736211.000000 Penalty: 1079.820190
	Iteration 158Q: 3 clusters Score -8736211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138437 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8736209.000000 Penalty: 1079.820190
	Iteration 159Q: 3 clusters Score -8736209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138450 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8736233.000000 Penalty: 1079.820190
	Iteration 160F: 3 clusters Score -8736233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8736237.000000 Penalty: 1079.820190
	Iteration 161Q: 3 clusters Score -8736237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8736246.000000 Penalty: 1079.820190
	Iteration 162Q: 3 clusters Score -8736246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138506 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8736252.000000 Penalty: 1079.820190
	Iteration 163Q: 3 clusters Score -8736252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8736256.000000 Penalty: 1079.820190
	Iteration 164Q: 3 clusters Score -8736256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138512 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8736260.000000 Penalty: 1079.820190
	Iteration 165Q: 3 clusters Score -8736260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138526 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8736259.000000 Penalty: 1079.820190
	Iteration 166Q: 3 clusters Score -8736259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8736274.000000 Penalty: 1079.820190
	Iteration 167Q: 3 clusters Score -8736274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138548 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8736267.000000 Penalty: 1079.820190
	Iteration 168Q: 3 clusters Score -8736267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138571 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8736277.000000 Penalty: 1079.820190
	Iteration 169Q: 3 clusters Score -8736277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8736273.000000 Penalty: 1079.820190
	Iteration 170Q: 3 clusters Score -8736273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138599 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8736283.000000 Penalty: 1079.820190
	Iteration 171Q: 3 clusters Score -8736283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138610 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8736292.000000 Penalty: 1079.820190
	Iteration 172Q: 3 clusters Score -8736292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138619 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8736295.000000 Penalty: 1079.820190
	Iteration 173Q: 3 clusters Score -8736295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138635 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8736288.000000 Penalty: 1079.820190
	Iteration 174Q: 3 clusters Score -8736288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8736289.000000 Penalty: 1079.820190
	Iteration 175Q: 3 clusters Score -8736289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8736303.000000 Penalty: 1079.820190
	Iteration 176Q: 3 clusters Score -8736303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8736311.000000 Penalty: 1079.820190
	Iteration 177Q: 3 clusters Score -8736311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138696 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8736324.000000 Penalty: 1079.820190
	Iteration 178Q: 3 clusters Score -8736324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8736310.000000 Penalty: 1079.820190
	Iteration 179Q: 3 clusters Score -8736310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8736308.000000 Penalty: 1079.820190
	Iteration 180F: 3 clusters Score -8736308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138716 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -8736322.000000 Penalty: 1079.820190
	Iteration 181Q: 3 clusters Score -8736322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138719 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8736317.000000 Penalty: 1079.820190
	Iteration 182Q: 3 clusters Score -8736317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8736314.000000 Penalty: 1079.820190
	Iteration 183Q: 3 clusters Score -8736314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8736317.000000 Penalty: 1079.820190
	Iteration 184Q: 3 clusters Score -8736317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -8736328.000000 Penalty: 1079.820190
	Iteration 185Q: 3 clusters Score -8736328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8736333.000000 Penalty: 1079.820190
	Iteration 186Q: 3 clusters Score -8736333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138732 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8736333.000000 Penalty: 1079.820190
	Iteration 187Q: 3 clusters Score -8736333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138734 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8736328.000000 Penalty: 1079.820190
	Iteration 188Q: 3 clusters Score -8736328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -8736331.000000 Penalty: 1079.820190
	Iteration 189Q: 3 clusters Score -8736331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8736328.000000 Penalty: 1079.820190
	Iteration 190Q: 3 clusters Score -8736328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8736330.000000 Penalty: 1079.820190
	Iteration 191Q: 3 clusters Score -8736330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8736327.000000 Penalty: 1079.820190
	Iteration 192Q: 3 clusters Score -8736327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8736328.000000 Penalty: 1079.820190
	Iteration 193Q: 3 clusters Score -8736328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8736327.000000 Penalty: 1079.820190
	Iteration 194Q: 3 clusters Score -8736327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138744 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8736325.000000 Penalty: 1079.820190
	Iteration 195Q: 3 clusters Score -8736325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8736327.000000 Penalty: 1079.820190
	Iteration 196Q: 3 clusters Score -8736327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8736327.000000 Penalty: 1079.820190
	Iteration 197F: 3 clusters Score -8736327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Entering Unmasked Estep 
Score: -2496769.500000 Penalty: 481.436127
	Iteration 0F: 2 clusters Score -2496770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2470206.750000 Penalty: 962.872253
	Iteration 0F: 3 clusters Score -2470207 nChanged 19035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2483230.000000 Penalty: 962.872253
	Iteration 1F: 3 clusters Score -2483230 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2485272.750000 Penalty: 962.872253
	Iteration 2F: 3 clusters Score -2485273 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2488171.750000 Penalty: 962.872253
	Iteration 3F: 3 clusters Score -2488172 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2490682.750000 Penalty: 962.872253
	Iteration 4F: 3 clusters Score -2490683 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2491763.250000 Penalty: 962.872253
	Iteration 5F: 3 clusters Score -2491763 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2492194.750000 Penalty: 962.872253
	Iteration 6Q: 3 clusters Score -2492195 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2492445.000000 Penalty: 962.872253
	Iteration 7Q: 3 clusters Score -2492445 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2492640.250000 Penalty: 962.872253
	Iteration 8Q: 3 clusters Score -2492640 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2492785.000000 Penalty: 962.872253
	Iteration 9Q: 3 clusters Score -2492785 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2492882.750000 Penalty: 962.872253
	Iteration 10Q: 3 clusters Score -2492883 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2492964.750000 Penalty: 962.872253
	Iteration 11Q: 3 clusters Score -2492965 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2493029.500000 Penalty: 962.872253
	Iteration 12Q: 3 clusters Score -2493030 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2493107.750000 Penalty: 962.872253
	Iteration 13Q: 3 clusters Score -2493108 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2493156.500000 Penalty: 962.872253
	Iteration 14Q: 3 clusters Score -2493156 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2493190.250000 Penalty: 962.872253
	Iteration 15Q: 3 clusters Score -2493190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2493221.750000 Penalty: 962.872253
	Iteration 16Q: 3 clusters Score -2493222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2493242.000000 Penalty: 962.872253
	Iteration 17Q: 3 clusters Score -2493242 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2493267.250000 Penalty: 962.872253
	Iteration 18Q: 3 clusters Score -2493267 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2493275.750000 Penalty: 962.872253
	Iteration 19Q: 3 clusters Score -2493276 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2493285.250000 Penalty: 962.872253
	Iteration 20F: 3 clusters Score -2493285 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2493288.000000 Penalty: 962.872253
	Iteration 21Q: 3 clusters Score -2493288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2493287.250000 Penalty: 962.872253
	Iteration 22Q: 3 clusters Score -2493287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2493291.250000 Penalty: 962.872253
	Iteration 23Q: 3 clusters Score -2493291 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2493299.250000 Penalty: 962.872253
	Iteration 24Q: 3 clusters Score -2493299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2493299.500000 Penalty: 962.872253
	Iteration 25Q: 3 clusters Score -2493300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2493309.000000 Penalty: 962.872253
	Iteration 26Q: 3 clusters Score -2493309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2493313.250000 Penalty: 962.872253
	Iteration 27Q: 3 clusters Score -2493313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2493315.250000 Penalty: 962.872253
	Iteration 28Q: 3 clusters Score -2493315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2493325.500000 Penalty: 962.872253
	Iteration 29Q: 3 clusters Score -2493326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2493334.000000 Penalty: 962.872253
	Iteration 30Q: 3 clusters Score -2493334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2493337.250000 Penalty: 962.872253
	Iteration 31Q: 3 clusters Score -2493337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2493343.750000 Penalty: 962.872253
	Iteration 32Q: 3 clusters Score -2493344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2493346.000000 Penalty: 962.872253
	Iteration 33Q: 3 clusters Score -2493346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2493347.250000 Penalty: 962.872253
	Iteration 34Q: 3 clusters Score -2493347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2493354.500000 Penalty: 962.872253
	Iteration 35Q: 3 clusters Score -2493354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2493346.750000 Penalty: 962.872253
	Iteration 36Q: 3 clusters Score -2493347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2493350.750000 Penalty: 962.872253
	Iteration 37Q: 3 clusters Score -2493351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2493350.750000 Penalty: 962.872253
	Iteration 38Q: 3 clusters Score -2493351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2493351.750000 Penalty: 962.872253
	Iteration 39Q: 3 clusters Score -2493352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2493342.750000 Penalty: 962.872253
	Iteration 40F: 3 clusters Score -2493343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2493340.250000 Penalty: 962.872253
	Iteration 41Q: 3 clusters Score -2493340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2493340.500000 Penalty: 962.872253
	Iteration 42Q: 3 clusters Score -2493340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2493344.750000 Penalty: 962.872253
	Iteration 43Q: 3 clusters Score -2493345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2493351.000000 Penalty: 962.872253
	Iteration 44Q: 3 clusters Score -2493351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2493357.750000 Penalty: 962.872253
	Iteration 45Q: 3 clusters Score -2493358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2493351.000000 Penalty: 962.872253
	Iteration 46Q: 3 clusters Score -2493351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2493349.750000 Penalty: 962.872253
	Iteration 47Q: 3 clusters Score -2493350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2493346.750000 Penalty: 962.872253
	Iteration 48Q: 3 clusters Score -2493347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2493340.500000 Penalty: 962.872253
	Iteration 49Q: 3 clusters Score -2493340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2493343.250000 Penalty: 962.872253
	Iteration 50Q: 3 clusters Score -2493343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2493348.750000 Penalty: 962.872253
	Iteration 51Q: 3 clusters Score -2493349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2493350.250000 Penalty: 962.872253
	Iteration 52Q: 3 clusters Score -2493350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2493349.000000 Penalty: 962.872253
	Iteration 53Q: 3 clusters Score -2493349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2493347.750000 Penalty: 962.872253
	Iteration 54Q: 3 clusters Score -2493348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2493351.250000 Penalty: 962.872253
	Iteration 55Q: 3 clusters Score -2493351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2493354.000000 Penalty: 962.872253
	Iteration 56Q: 3 clusters Score -2493354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2493355.750000 Penalty: 962.872253
	Iteration 57Q: 3 clusters Score -2493356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2493355.250000 Penalty: 962.872253
	Iteration 58Q: 3 clusters Score -2493355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2493352.500000 Penalty: 962.872253
	Iteration 59Q: 3 clusters Score -2493352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2493353.750000 Penalty: 962.872253
	Iteration 60F: 3 clusters Score -2493354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2493354.000000 Penalty: 962.872253
	Iteration 61Q: 3 clusters Score -2493354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2493355.250000 Penalty: 962.872253
	Iteration 62Q: 3 clusters Score -2493355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2493364.500000 Penalty: 962.872253
	Iteration 63Q: 3 clusters Score -2493364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2493368.500000 Penalty: 962.872253
	Iteration 64Q: 3 clusters Score -2493368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2493371.750000 Penalty: 962.872253
	Iteration 65Q: 3 clusters Score -2493372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2493374.250000 Penalty: 962.872253
	Iteration 66Q: 3 clusters Score -2493374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2493373.250000 Penalty: 962.872253
	Iteration 67Q: 3 clusters Score -2493373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2493378.250000 Penalty: 962.872253
	Iteration 68Q: 3 clusters Score -2493378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2493381.000000 Penalty: 962.872253
	Iteration 69Q: 3 clusters Score -2493381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2493380.250000 Penalty: 962.872253
	Iteration 70Q: 3 clusters Score -2493380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2493375.750000 Penalty: 962.872253
	Iteration 71Q: 3 clusters Score -2493376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2493374.750000 Penalty: 962.872253
	Iteration 72Q: 3 clusters Score -2493375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2493386.250000 Penalty: 962.872253
	Iteration 73Q: 3 clusters Score -2493386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2493386.500000 Penalty: 962.872253
	Iteration 74Q: 3 clusters Score -2493386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2493387.250000 Penalty: 962.872253
	Iteration 75Q: 3 clusters Score -2493387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2493385.750000 Penalty: 962.872253
	Iteration 76Q: 3 clusters Score -2493386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2493385.750000 Penalty: 962.872253
	Iteration 77Q: 3 clusters Score -2493386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2493382.500000 Penalty: 962.872253
	Iteration 78Q: 3 clusters Score -2493382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2493385.250000 Penalty: 962.872253
	Iteration 79Q: 3 clusters Score -2493385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2493389.000000 Penalty: 962.872253
	Iteration 80F: 3 clusters Score -2493389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2493387.500000 Penalty: 962.872253
	Iteration 81Q: 3 clusters Score -2493388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2493384.000000 Penalty: 962.872253
	Iteration 82Q: 3 clusters Score -2493384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2493380.750000 Penalty: 962.872253
	Iteration 83Q: 3 clusters Score -2493381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2493383.000000 Penalty: 962.872253
	Iteration 84Q: 3 clusters Score -2493383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2493380.500000 Penalty: 962.872253
	Iteration 85Q: 3 clusters Score -2493380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2493381.500000 Penalty: 962.872253
	Iteration 86Q: 3 clusters Score -2493382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2493384.250000 Penalty: 962.872253
	Iteration 87Q: 3 clusters Score -2493384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2493383.250000 Penalty: 962.872253
	Iteration 88Q: 3 clusters Score -2493383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2493385.500000 Penalty: 962.872253
	Iteration 89Q: 3 clusters Score -2493386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2493384.250000 Penalty: 962.872253
	Iteration 90Q: 3 clusters Score -2493384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2493384.500000 Penalty: 962.872253
	Iteration 91Q: 3 clusters Score -2493384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2493383.500000 Penalty: 962.872253
	Iteration 92Q: 3 clusters Score -2493384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2493381.000000 Penalty: 962.872253
	Iteration 93Q: 3 clusters Score -2493381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2493382.250000 Penalty: 962.872253
	Iteration 94Q: 3 clusters Score -2493382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2493383.250000 Penalty: 962.872253
	Iteration 95Q: 3 clusters Score -2493383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2493384.750000 Penalty: 962.872253
	Iteration 96Q: 3 clusters Score -2493385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2493384.000000 Penalty: 962.872253
	Iteration 97Q: 3 clusters Score -2493384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2493382.500000 Penalty: 962.872253
	Iteration 98Q: 3 clusters Score -2493382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2493385.000000 Penalty: 962.872253
	Iteration 99Q: 3 clusters Score -2493385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2493385.250000 Penalty: 962.872253
	Iteration 100F: 3 clusters Score -2493385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2493382.750000 Penalty: 962.872253
	Iteration 101Q: 3 clusters Score -2493383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2493381.500000 Penalty: 962.872253
	Iteration 102Q: 3 clusters Score -2493382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2493381.500000 Penalty: 962.872253
	Iteration 103F: 3 clusters Score -2493382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -29794.251953 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -29794.25 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 278 members 
Entering Unmasked Estep 
Score: -29326.900391 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -29326.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30020.330078 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -30020.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30365.390625 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -30365.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30592.302734 Penalty: 576.651123
	Iteration 3F: 3 clusters Score -30592.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30802.595703 Penalty: 576.651123
	Iteration 4F: 3 clusters Score -30802.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31146.857422 Penalty: 576.651123
	Iteration 5F: 3 clusters Score -31146.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31643.113281 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -31643.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31708.808594 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -31708.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31708.808594 Penalty: 576.651123
	Iteration 8F: 3 clusters Score -31708.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 166154 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 235 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 84614 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 330 members 
Entering Unmasked Estep 
Score: -53173304.000000 Penalty: 16216.603516
Splitting cluster 19 changes total score from -53145472.000000 to -53173304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (84614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Entering Unmasked Estep 
Score: -5285283.500000 Penalty: 516.236389
	Iteration 0F: 2 clusters Score -5285284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5229523.500000 Penalty: 1032.472778
	Iteration 0F: 3 clusters Score -5229524 nChanged 41312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -5255503.500000 Penalty: 1032.472778
	Iteration 1F: 3 clusters Score -5255504 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -5258611.500000 Penalty: 1032.472778
	Iteration 2F: 3 clusters Score -5258612 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -5263679.500000 Penalty: 1032.472778
	Iteration 3F: 3 clusters Score -5263680 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5270235.000000 Penalty: 1032.472778
	Iteration 4F: 3 clusters Score -5270235 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5275288.000000 Penalty: 1032.472778
	Iteration 5F: 3 clusters Score -5275288 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5277247.000000 Penalty: 1032.472778
	Iteration 6Q: 3 clusters Score -5277247 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -5278208.500000 Penalty: 1032.472778
	Iteration 7Q: 3 clusters Score -5278208 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5279066.000000 Penalty: 1032.472778
	Iteration 8Q: 3 clusters Score -5279066 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5279703.500000 Penalty: 1032.472778
	Iteration 9Q: 3 clusters Score -5279704 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -5280362.500000 Penalty: 1032.472778
	Iteration 10Q: 3 clusters Score -5280362 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5280859.000000 Penalty: 1032.472778
	Iteration 11Q: 3 clusters Score -5280859 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5281304.500000 Penalty: 1032.472778
	Iteration 12Q: 3 clusters Score -5281304 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5281703.000000 Penalty: 1032.472778
	Iteration 13Q: 3 clusters Score -5281703 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5281988.500000 Penalty: 1032.472778
	Iteration 14Q: 3 clusters Score -5281988 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -5282287.000000 Penalty: 1032.472778
	Iteration 15Q: 3 clusters Score -5282287 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -5282589.000000 Penalty: 1032.472778
	Iteration 16Q: 3 clusters Score -5282589 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -5282919.500000 Penalty: 1032.472778
	Iteration 17Q: 3 clusters Score -5282920 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -5283256.000000 Penalty: 1032.472778
	Iteration 18Q: 3 clusters Score -5283256 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -5283642.500000 Penalty: 1032.472778
	Iteration 19Q: 3 clusters Score -5283642 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5283931.000000 Penalty: 1032.472778
	Iteration 20F: 3 clusters Score -5283931 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -5284263.000000 Penalty: 1032.472778
	Iteration 21Q: 3 clusters Score -5284263 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5284513.500000 Penalty: 1032.472778
	Iteration 22Q: 3 clusters Score -5284514 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5284655.500000 Penalty: 1032.472778
	Iteration 23Q: 3 clusters Score -5284656 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5284824.000000 Penalty: 1032.472778
	Iteration 24Q: 3 clusters Score -5284824 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5284915.500000 Penalty: 1032.472778
	Iteration 25Q: 3 clusters Score -5284916 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5284984.500000 Penalty: 1032.472778
	Iteration 26Q: 3 clusters Score -5284984 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5284988.000000 Penalty: 1032.472778
	Iteration 27Q: 3 clusters Score -5284988 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5284977.500000 Penalty: 1032.472778
	Iteration 28Q: 3 clusters Score -5284978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5284976.500000 Penalty: 1032.472778
	Iteration 29Q: 3 clusters Score -5284976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5284941.500000 Penalty: 1032.472778
	Iteration 30Q: 3 clusters Score -5284942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5284938.000000 Penalty: 1032.472778
	Iteration 31Q: 3 clusters Score -5284938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5284941.000000 Penalty: 1032.472778
	Iteration 32Q: 3 clusters Score -5284941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5284933.500000 Penalty: 1032.472778
	Iteration 33Q: 3 clusters Score -5284934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5284935.500000 Penalty: 1032.472778
	Iteration 34Q: 3 clusters Score -5284936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5284927.500000 Penalty: 1032.472778
	Iteration 35Q: 3 clusters Score -5284928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5284926.500000 Penalty: 1032.472778
	Iteration 36Q: 3 clusters Score -5284926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5284931.500000 Penalty: 1032.472778
	Iteration 37Q: 3 clusters Score -5284932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5284930.000000 Penalty: 1032.472778
	Iteration 38Q: 3 clusters Score -5284930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5284926.500000 Penalty: 1032.472778
	Iteration 39Q: 3 clusters Score -5284926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5284921.500000 Penalty: 1032.472778
	Iteration 40F: 3 clusters Score -5284922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5284919.500000 Penalty: 1032.472778
	Iteration 41Q: 3 clusters Score -5284920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5284921.000000 Penalty: 1032.472778
	Iteration 42Q: 3 clusters Score -5284921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5284918.500000 Penalty: 1032.472778
	Iteration 43Q: 3 clusters Score -5284918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5284921.000000 Penalty: 1032.472778
	Iteration 44Q: 3 clusters Score -5284921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5284924.000000 Penalty: 1032.472778
	Iteration 45Q: 3 clusters Score -5284924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5284927.500000 Penalty: 1032.472778
	Iteration 46Q: 3 clusters Score -5284928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5284927.500000 Penalty: 1032.472778
	Iteration 47F: 3 clusters Score -5284928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54177 members 
Mstep: Class 3 contains 134430 members 
Mstep: Class 4 contains 162680 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 7 contains 80493 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 166154 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 435 members 
Mstep: Class 17 contains 142366 members 
Mstep: Class 18 contains 39380 members 
Mstep: Class 19 contains 235 members 
Mstep: Class 22 contains 84614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53176064.000000 Penalty: 16216.603516
Iteration 39Q: 27 clusters Score -5.317606e+07 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 55310 members 
Mstep: Class 3 contains 131156 members 
Mstep: Class 4 contains 163970 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 81042 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 2134 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 164314 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 142365 members 
Mstep: Class 18 contains 40555 members 
Mstep: Class 19 contains 323 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 85607 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 2524 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53180980.000000 Penalty: 16216.603516
Iteration 40F: 27 clusters Score -5.318098e+07 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 56855 members 
Mstep: Class 3 contains 126963 members 
Mstep: Class 4 contains 162685 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 81606 members 
Mstep: Class 8 contains 3485 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 162209 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 144782 members 
Mstep: Class 18 contains 42189 members 
Mstep: Class 19 contains 451 members 
Mstep: Class 20 contains 717 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 85366 members 
Mstep: Class 23 contains 7024 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 375 members 
Mstep: Class 26 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53183944.000000 Penalty: 16216.603516
Iteration 41Q: 27 clusters Score -5.318394e+07 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 58422 members 
Mstep: Class 3 contains 122810 members 
Mstep: Class 4 contains 161605 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 82366 members 
Mstep: Class 8 contains 3474 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 161065 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 145682 members 
Mstep: Class 18 contains 43833 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 720 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 85422 members 
Mstep: Class 23 contains 8439 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53186168.000000 Penalty: 16216.603516
Iteration 42Q: 27 clusters Score -5.318617e+07 nChanged 18435
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 59941 members 
Mstep: Class 3 contains 118619 members 
Mstep: Class 4 contains 160857 members 
Mstep: Class 5 contains 4316 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 83357 members 
Mstep: Class 8 contains 3442 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 160137 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 145559 members 
Mstep: Class 18 contains 45578 members 
Mstep: Class 19 contains 552 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 85746 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 2540 members 
Mstep: Class 25 contains 405 members 
Mstep: Class 26 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53188184.000000 Penalty: 16216.603516
Iteration 43Q: 27 clusters Score -5.318818e+07 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 61458 members 
Mstep: Class 3 contains 114626 members 
Mstep: Class 4 contains 160068 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 84452 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 159308 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 1531 members 
Mstep: Class 17 contains 144838 members 
Mstep: Class 18 contains 47322 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 717 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 86223 members 
Mstep: Class 23 contains 11487 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 416 members 
Mstep: Class 26 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53189752.000000 Penalty: 16216.603516
Iteration 44Q: 27 clusters Score -5.318975e+07 nChanged 16780
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 62893 members 
Mstep: Class 3 contains 110713 members 
Mstep: Class 4 contains 159422 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 85698 members 
Mstep: Class 8 contains 3471 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 158406 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 143671 members 
Mstep: Class 18 contains 49075 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 86784 members 
Mstep: Class 23 contains 13173 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 428 members 
Mstep: Class 26 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53191040.000000 Penalty: 16216.603516
Iteration 45Q: 27 clusters Score -5.319104e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 64262 members 
Mstep: Class 3 contains 107150 members 
Mstep: Class 4 contains 158818 members 
Mstep: Class 5 contains 4326 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 86856 members 
Mstep: Class 8 contains 3501 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 157329 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 142300 members 
Mstep: Class 18 contains 50920 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 87455 members 
Mstep: Class 23 contains 14798 members 
Mstep: Class 24 contains 2554 members 
Mstep: Class 25 contains 437 members 
Mstep: Class 26 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53192272.000000 Penalty: 16216.603516
Iteration 46Q: 27 clusters Score -5.319227e+07 nChanged 15712
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65537 members 
Mstep: Class 3 contains 103908 members 
Mstep: Class 4 contains 158567 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 88118 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 156094 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 140834 members 
Mstep: Class 18 contains 52684 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 88072 members 
Mstep: Class 23 contains 16150 members 
Mstep: Class 24 contains 2558 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53193268.000000 Penalty: 16216.603516
Iteration 47Q: 27 clusters Score -5.319327e+07 nChanged 15264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 66738 members 
Mstep: Class 3 contains 100987 members 
Mstep: Class 4 contains 158304 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 89503 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 154580 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 139423 members 
Mstep: Class 18 contains 54545 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1071 members 
Mstep: Class 22 contains 88723 members 
Mstep: Class 23 contains 17251 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53193368.000000 Penalty: 16216.603516
Iteration 48Q: 27 clusters Score -5.319337e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 67928 members 
Mstep: Class 3 contains 98646 members 
Mstep: Class 4 contains 158235 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 90666 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 152877 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 502 members 
Mstep: Class 16 contains 1531 members 
Mstep: Class 17 contains 137924 members 
Mstep: Class 18 contains 56469 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 89275 members 
Mstep: Class 23 contains 18168 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53193476.000000 Penalty: 16216.603516
Iteration 49Q: 27 clusters Score -5.319348e+07 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 69018 members 
Mstep: Class 3 contains 96741 members 
Mstep: Class 4 contains 158027 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 91804 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 150772 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 2012 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 136575 members 
Mstep: Class 18 contains 58611 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1065 members 
Mstep: Class 22 contains 89777 members 
Mstep: Class 23 contains 18960 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53194020.000000 Penalty: 16216.603516
Iteration 50Q: 27 clusters Score -5.319402e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 70051 members 
Mstep: Class 3 contains 95220 members 
Mstep: Class 4 contains 157914 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 92861 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 148175 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 135166 members 
Mstep: Class 18 contains 60949 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 90390 members 
Mstep: Class 23 contains 19608 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53193816.000000 Penalty: 16216.603516
Iteration 51Q: 27 clusters Score -5.319382e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 71148 members 
Mstep: Class 3 contains 93997 members 
Mstep: Class 4 contains 157511 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 93685 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 145436 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 133888 members 
Mstep: Class 18 contains 63464 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 91059 members 
Mstep: Class 23 contains 20187 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 533 members 
Mstep: Class 26 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53194112.000000 Penalty: 16216.603516
Iteration 52Q: 27 clusters Score -5.319411e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 72168 members 
Mstep: Class 3 contains 93013 members 
Mstep: Class 4 contains 157147 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 94195 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 142886 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 132616 members 
Mstep: Class 18 contains 66119 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1062 members 
Mstep: Class 22 contains 91575 members 
Mstep: Class 23 contains 20646 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53194764.000000 Penalty: 16216.603516
Iteration 53Q: 27 clusters Score -5.319476e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 73196 members 
Mstep: Class 3 contains 92319 members 
Mstep: Class 4 contains 156798 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 94495 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2134 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 140471 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 131396 members 
Mstep: Class 18 contains 68838 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 91918 members 
Mstep: Class 23 contains 20940 members 
Mstep: Class 24 contains 2592 members 
Mstep: Class 25 contains 572 members 
Mstep: Class 26 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53195300.000000 Penalty: 16216.603516
Iteration 54Q: 27 clusters Score -5.31953e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 74138 members 
Mstep: Class 3 contains 91697 members 
Mstep: Class 4 contains 156449 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 94693 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2134 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 138400 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 130122 members 
Mstep: Class 18 contains 71598 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1052 members 
Mstep: Class 22 contains 92154 members 
Mstep: Class 23 contains 21114 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 578 members 
Mstep: Class 26 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53195976.000000 Penalty: 16216.603516
Iteration 55Q: 27 clusters Score -5.319598e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 74986 members 
Mstep: Class 3 contains 91131 members 
Mstep: Class 4 contains 156309 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 94735 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 136625 members 
Mstep: Class 13 contains 2049 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 128888 members 
Mstep: Class 18 contains 74284 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1047 members 
Mstep: Class 22 contains 92252 members 
Mstep: Class 23 contains 21143 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 578 members 
Mstep: Class 26 contains 336 members 
Entering Unmasked Estep 
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Score: -53196280.000000 Penalty: 16216.603516
Iteration 56Q: 27 clusters Score -5.319628e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 75818 members 
Mstep: Class 3 contains 90558 members 
Mstep: Class 4 contains 156144 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 94616 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 134900 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 127795 members 
Mstep: Class 18 contains 77082 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 92324 members 
Mstep: Class 23 contains 21094 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 582 members 
Mstep: Class 26 contains 336 members 
Entering Unmasked Estep 
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Score: -53197112.000000 Penalty: 16216.603516
Iteration 57Q: 27 clusters Score -5.319711e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 76717 members 
Mstep: Class 3 contains 90117 members 
Mstep: Class 4 contains 155781 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 94119 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 133339 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 126760 members 
Mstep: Class 18 contains 79862 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 92509 members 
Mstep: Class 23 contains 21092 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 581 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53198200.000000 Penalty: 16216.603516
Iteration 58Q: 27 clusters Score -5.31982e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 77759 members 
Mstep: Class 3 contains 89868 members 
Mstep: Class 4 contains 155551 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 92690 members 
Mstep: Class 8 contains 3817 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 131923 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 125769 members 
Mstep: Class 18 contains 82886 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 92659 members 
Mstep: Class 23 contains 21142 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 336 members 
Entering Unmasked Estep 
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Score: -53199176.000000 Penalty: 16216.603516
Iteration 59Q: 27 clusters Score -5.319918e+07 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 79043 members 
Mstep: Class 3 contains 89628 members 
Mstep: Class 4 contains 155341 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 90493 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 130796 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 1763 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 124732 members 
Mstep: Class 18 contains 86053 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 92806 members 
Mstep: Class 23 contains 21290 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201352.000000 Penalty: 16216.603516
Iteration 60F: 27 clusters Score -5.320135e+07 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 80525 members 
Mstep: Class 3 contains 89391 members 
Mstep: Class 4 contains 154568 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 87665 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 129139 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 123386 members 
Mstep: Class 18 contains 89603 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 92788 members 
Mstep: Class 23 contains 22990 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 334 members 
Entering Unmasked Estep 
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Score: -53202216.000000 Penalty: 16216.603516
Iteration 61Q: 27 clusters Score -5.320222e+07 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 82194 members 
Mstep: Class 3 contains 89223 members 
Mstep: Class 4 contains 154150 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 84107 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 127648 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 121957 members 
Mstep: Class 18 contains 93022 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 92733 members 
Mstep: Class 23 contains 24870 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202372.000000 Penalty: 16216.603516
Iteration 62Q: 27 clusters Score -5.320237e+07 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 83959 members 
Mstep: Class 3 contains 89190 members 
Mstep: Class 4 contains 153981 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 80425 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 126216 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 120483 members 
Mstep: Class 18 contains 95849 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 92752 members 
Mstep: Class 23 contains 26904 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202720.000000 Penalty: 16216.603516
Iteration 63Q: 27 clusters Score -5.320272e+07 nChanged 21479
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 85714 members 
Mstep: Class 3 contains 89362 members 
Mstep: Class 4 contains 154072 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 77060 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1067 members 
Mstep: Class 12 contains 124844 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 118878 members 
Mstep: Class 18 contains 97807 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 22 contains 92744 members 
Mstep: Class 23 contains 29072 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53203560.000000 Penalty: 16216.603516
Iteration 64Q: 27 clusters Score -5.320356e+07 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 87338 members 
Mstep: Class 3 contains 89495 members 
Mstep: Class 4 contains 154121 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 123462 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 1961 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 117497 members 
Mstep: Class 18 contains 98946 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 92674 members 
Mstep: Class 23 contains 31229 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53204164.000000 Penalty: 16216.603516
Iteration 65Q: 27 clusters Score -5.320416e+07 nChanged 20761
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 88738 members 
Mstep: Class 3 contains 89821 members 
Mstep: Class 4 contains 154088 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 73157 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 121912 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 2004 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 116212 members 
Mstep: Class 18 contains 99161 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 92554 members 
Mstep: Class 23 contains 33371 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53205352.000000 Penalty: 16216.603516
Iteration 66Q: 27 clusters Score -5.320535e+07 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 89772 members 
Mstep: Class 3 contains 90548 members 
Mstep: Class 4 contains 153948 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 72714 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 120344 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 114907 members 
Mstep: Class 18 contains 98632 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 92415 members 
Mstep: Class 23 contains 35461 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 346 members 
Entering Unmasked Estep 
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Iteration 67Q: 27 clusters Score -5.320674e+07 nChanged 17644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 90503 members 
Mstep: Class 3 contains 91676 members 
Mstep: Class 4 contains 153602 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 73042 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 118724 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 113521 members 
Mstep: Class 18 contains 97796 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 92181 members 
Mstep: Class 23 contains 37432 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53208544.000000 Penalty: 16216.603516
Iteration 68Q: 27 clusters Score -5.320854e+07 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 90950 members 
Mstep: Class 3 contains 92730 members 
Mstep: Class 4 contains 152998 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 74087 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 117169 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 2036 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 112104 members 
Mstep: Class 18 contains 96971 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 91901 members 
Mstep: Class 23 contains 39303 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 350 members 
Entering Unmasked Estep 
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Iteration 69Q: 27 clusters Score -5.321039e+07 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 91185 members 
Mstep: Class 3 contains 93859 members 
Mstep: Class 4 contains 152205 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 75608 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 115762 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 110517 members 
Mstep: Class 18 contains 96177 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 91550 members 
Mstep: Class 23 contains 41085 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 587 members 
Mstep: Class 26 contains 350 members 
Entering Unmasked Estep 
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Iteration 70Q: 27 clusters Score -5.321227e+07 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 91303 members 
Mstep: Class 3 contains 95084 members 
Mstep: Class 4 contains 151303 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 77587 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 114465 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 108771 members 
Mstep: Class 18 contains 95419 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 91062 members 
Mstep: Class 23 contains 42732 members 
Mstep: Class 24 contains 2611 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 350 members 
Entering Unmasked Estep 
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Iteration 71Q: 27 clusters Score -5.321499e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 91346 members 
Mstep: Class 3 contains 96488 members 
Mstep: Class 4 contains 150534 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 79832 members 
Mstep: Class 8 contains 3907 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 113234 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 106857 members 
Mstep: Class 18 contains 94561 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 90495 members 
Mstep: Class 23 contains 44188 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 349 members 
Entering Unmasked Estep 
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Iteration 72Q: 27 clusters Score -5.321769e+07 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 91247 members 
Mstep: Class 3 contains 98046 members 
Mstep: Class 4 contains 149899 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 82416 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 111933 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 104775 members 
Mstep: Class 18 contains 93646 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 89868 members 
Mstep: Class 23 contains 45527 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53219548.000000 Penalty: 16216.603516
Iteration 73Q: 27 clusters Score -5.321955e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 91066 members 
Mstep: Class 3 contains 99671 members 
Mstep: Class 4 contains 149253 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 85284 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 110819 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 102552 members 
Mstep: Class 18 contains 92594 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 89225 members 
Mstep: Class 23 contains 46723 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 590 members 
Mstep: Class 26 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53221348.000000 Penalty: 16216.603516
Iteration 74Q: 27 clusters Score -5.322135e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 90809 members 
Mstep: Class 3 contains 101039 members 
Mstep: Class 4 contains 148611 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 88336 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 109879 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 100378 members 
Mstep: Class 18 contains 91619 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 88471 members 
Mstep: Class 23 contains 47850 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53223188.000000 Penalty: 16216.603516
Iteration 75Q: 27 clusters Score -5.322319e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 90538 members 
Mstep: Class 3 contains 102162 members 
Mstep: Class 4 contains 147886 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 91617 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 109050 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 98266 members 
Mstep: Class 18 contains 90566 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 980 members 
Mstep: Class 22 contains 87805 members 
Mstep: Class 23 contains 48933 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53224796.000000 Penalty: 16216.603516
Iteration 76Q: 27 clusters Score -5.32248e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 90249 members 
Mstep: Class 3 contains 103048 members 
Mstep: Class 4 contains 147156 members 
Mstep: Class 5 contains 4380 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 94943 members 
Mstep: Class 8 contains 3932 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 108399 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1518 members 
Mstep: Class 17 contains 96326 members 
Mstep: Class 18 contains 89425 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 87233 members 
Mstep: Class 23 contains 49899 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53226556.000000 Penalty: 16216.603516
Iteration 77Q: 27 clusters Score -5.322656e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 89976 members 
Mstep: Class 3 contains 103587 members 
Mstep: Class 4 contains 146186 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 98288 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 107872 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1518 members 
Mstep: Class 17 contains 94617 members 
Mstep: Class 18 contains 88368 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 981 members 
Mstep: Class 22 contains 86779 members 
Mstep: Class 23 contains 50839 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 592 members 
Mstep: Class 26 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53228280.000000 Penalty: 16216.603516
Iteration 78Q: 27 clusters Score -5.322828e+07 nChanged 12005
Entering ConstructFrom: 
Score: -53228280.000000 Penalty: 16216.603516
Entering ConstructFrom: 
Trying to split cluster 1 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -277570.468750 Penalty: 383.201141
	Iteration 0F: 2 clusters Score -277570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -274563.156250 Penalty: 766.402283
	Iteration 0F: 3 clusters Score -274563.2 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -275629.312500 Penalty: 766.402283
	Iteration 1F: 3 clusters Score -275629.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -275747.687500 Penalty: 766.402283
	Iteration 2F: 3 clusters Score -275747.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -275894.437500 Penalty: 766.402283
	Iteration 3F: 3 clusters Score -275894.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -276077.406250 Penalty: 766.402283
	Iteration 4F: 3 clusters Score -276077.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -276311.937500 Penalty: 766.402283
	Iteration 5F: 3 clusters Score -276311.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -276544.250000 Penalty: 766.402283
	Iteration 6F: 3 clusters Score -276544.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -276757.781250 Penalty: 766.402283
	Iteration 7F: 3 clusters Score -276757.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -276906.750000 Penalty: 766.402283
	Iteration 8F: 3 clusters Score -276906.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -277004.187500 Penalty: 766.402283
	Iteration 9Q: 3 clusters Score -277004.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -277062.687500 Penalty: 766.402283
	Iteration 10Q: 3 clusters Score -277062.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -277106.562500 Penalty: 766.402283
	Iteration 11Q: 3 clusters Score -277106.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -277136.687500 Penalty: 766.402283
	Iteration 12Q: 3 clusters Score -277136.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -277156.843750 Penalty: 766.402283
	Iteration 13Q: 3 clusters Score -277156.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -277172.593750 Penalty: 766.402283
	Iteration 14Q: 3 clusters Score -277172.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -277189.187500 Penalty: 766.402283
	Iteration 15Q: 3 clusters Score -277189.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -277206.406250 Penalty: 766.402283
	Iteration 16Q: 3 clusters Score -277206.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -277218.718750 Penalty: 766.402283
	Iteration 17Q: 3 clusters Score -277218.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -277230.093750 Penalty: 766.402283
	Iteration 18Q: 3 clusters Score -277230.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -277247.312500 Penalty: 766.402283
	Iteration 19Q: 3 clusters Score -277247.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -277266.656250 Penalty: 766.402283
	Iteration 20F: 3 clusters Score -277266.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -277289.531250 Penalty: 766.402283
	Iteration 21Q: 3 clusters Score -277289.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -277313.625000 Penalty: 766.402283
	Iteration 22Q: 3 clusters Score -277313.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -277343.750000 Penalty: 766.402283
	Iteration 23Q: 3 clusters Score -277343.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -277386.093750 Penalty: 766.402283
	Iteration 24Q: 3 clusters Score -277386.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -277430.093750 Penalty: 766.402283
	Iteration 25Q: 3 clusters Score -277430.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -277487.093750 Penalty: 766.402283
	Iteration 26Q: 3 clusters Score -277487.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -277548.031250 Penalty: 766.402283
	Iteration 27Q: 3 clusters Score -277548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -277565.125000 Penalty: 766.402283
	Iteration 28Q: 3 clusters Score -277565.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -277574.812500 Penalty: 766.402283
	Iteration 29Q: 3 clusters Score -277574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -277581.781250 Penalty: 766.402283
	Iteration 30Q: 3 clusters Score -277581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -277585.218750 Penalty: 766.402283
	Iteration 31Q: 3 clusters Score -277585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -277590.218750 Penalty: 766.402283
	Iteration 32Q: 3 clusters Score -277590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -277592.406250 Penalty: 766.402283
	Iteration 33Q: 3 clusters Score -277592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -277594.250000 Penalty: 766.402283
	Iteration 34Q: 3 clusters Score -277594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -277594.687500 Penalty: 766.402283
	Iteration 35Q: 3 clusters Score -277594.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -277596.437500 Penalty: 766.402283
	Iteration 36Q: 3 clusters Score -277596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -277598.625000 Penalty: 766.402283
	Iteration 37Q: 3 clusters Score -277598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -277600.625000 Penalty: 766.402283
	Iteration 38Q: 3 clusters Score -277600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -277602.406250 Penalty: 766.402283
	Iteration 39Q: 3 clusters Score -277602.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -277606.312500 Penalty: 766.402283
	Iteration 40F: 3 clusters Score -277606.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -277607.468750 Penalty: 766.402283
	Iteration 41Q: 3 clusters Score -277607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -277607.531250 Penalty: 766.402283
	Iteration 42Q: 3 clusters Score -277607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -277607.718750 Penalty: 766.402283
	Iteration 43Q: 3 clusters Score -277607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -277607.718750 Penalty: 766.402283
	Iteration 44Q: 3 clusters Score -277607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -277608.625000 Penalty: 766.402283
	Iteration 45Q: 3 clusters Score -277608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -277608.968750 Penalty: 766.402283
	Iteration 46Q: 3 clusters Score -277609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -277609.468750 Penalty: 766.402283
	Iteration 47Q: 3 clusters Score -277609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -277609.656250 Penalty: 766.402283
	Iteration 48Q: 3 clusters Score -277609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -277610.500000 Penalty: 766.402283
	Iteration 49Q: 3 clusters Score -277610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -277610.968750 Penalty: 766.402283
	Iteration 50Q: 3 clusters Score -277611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -277611.437500 Penalty: 766.402283
	Iteration 51Q: 3 clusters Score -277611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -277612.125000 Penalty: 766.402283
	Iteration 52Q: 3 clusters Score -277612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -277612.250000 Penalty: 766.402283
	Iteration 53Q: 3 clusters Score -277612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -277612.218750 Penalty: 766.402283
	Iteration 54Q: 3 clusters Score -277612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -277612.500000 Penalty: 766.402283
	Iteration 55Q: 3 clusters Score -277612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -277613.218750 Penalty: 766.402283
	Iteration 56Q: 3 clusters Score -277613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -277613.906250 Penalty: 766.402283
	Iteration 57Q: 3 clusters Score -277613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -277614.562500 Penalty: 766.402283
	Iteration 58Q: 3 clusters Score -277614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -277615.093750 Penalty: 766.402283
	Iteration 59Q: 3 clusters Score -277615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -277615.906250 Penalty: 766.402283
	Iteration 60F: 3 clusters Score -277615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -277615.843750 Penalty: 766.402283
	Iteration 61Q: 3 clusters Score -277615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -277615.843750 Penalty: 766.402283
	Iteration 62F: 3 clusters Score -277615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 145265 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Entering Unmasked Estep 
Score: -53228472.000000 Penalty: 16840.318359
Splitting cluster 1 changes total score from -53228280.000000 to -53228472.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (89742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Entering Unmasked Estep 
Score: -5482438.500000 Penalty: 518.913574
	Iteration 0F: 2 clusters Score -5482438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -5422395.500000 Penalty: 1037.827148
	Iteration 0F: 3 clusters Score -5422396 nChanged 44109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -5451521.000000 Penalty: 1037.827148
	Iteration 1F: 3 clusters Score -5451521 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -5454859.500000 Penalty: 1037.827148
	Iteration 2F: 3 clusters Score -5454860 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -5459587.000000 Penalty: 1037.827148
	Iteration 3F: 3 clusters Score -5459587 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -5465415.000000 Penalty: 1037.827148
	Iteration 4F: 3 clusters Score -5465415 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -5470483.000000 Penalty: 1037.827148
	Iteration 5F: 3 clusters Score -5470483 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -5473471.000000 Penalty: 1037.827148
	Iteration 6F: 3 clusters Score -5473471 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -5474783.000000 Penalty: 1037.827148
	Iteration 7Q: 3 clusters Score -5474783 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -5475492.500000 Penalty: 1037.827148
	Iteration 8Q: 3 clusters Score -5475492 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -5476020.000000 Penalty: 1037.827148
	Iteration 9Q: 3 clusters Score -5476020 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -5476536.500000 Penalty: 1037.827148
	Iteration 10Q: 3 clusters Score -5476536 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -5477016.000000 Penalty: 1037.827148
	Iteration 11Q: 3 clusters Score -5477016 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -5477550.500000 Penalty: 1037.827148
	Iteration 12Q: 3 clusters Score -5477550 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -5478042.500000 Penalty: 1037.827148
	Iteration 13Q: 3 clusters Score -5478042 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -5478564.000000 Penalty: 1037.827148
	Iteration 14Q: 3 clusters Score -5478564 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -5479029.500000 Penalty: 1037.827148
	Iteration 15Q: 3 clusters Score -5479030 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -5479423.000000 Penalty: 1037.827148
	Iteration 16Q: 3 clusters Score -5479423 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -5479839.500000 Penalty: 1037.827148
	Iteration 17Q: 3 clusters Score -5479840 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -5480288.000000 Penalty: 1037.827148
	Iteration 18Q: 3 clusters Score -5480288 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -5480648.000000 Penalty: 1037.827148
	Iteration 19Q: 3 clusters Score -5480648 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -5480991.500000 Penalty: 1037.827148
	Iteration 20F: 3 clusters Score -5480992 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -5481286.500000 Penalty: 1037.827148
	Iteration 21Q: 3 clusters Score -5481286 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -5481512.000000 Penalty: 1037.827148
	Iteration 22Q: 3 clusters Score -5481512 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -5481689.500000 Penalty: 1037.827148
	Iteration 23Q: 3 clusters Score -5481690 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -5481827.000000 Penalty: 1037.827148
	Iteration 24Q: 3 clusters Score -5481827 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -5481901.000000 Penalty: 1037.827148
	Iteration 25Q: 3 clusters Score -5481901 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -5481967.000000 Penalty: 1037.827148
	Iteration 26Q: 3 clusters Score -5481967 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -5482040.500000 Penalty: 1037.827148
	Iteration 27Q: 3 clusters Score -5482040 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -5482082.500000 Penalty: 1037.827148
	Iteration 28Q: 3 clusters Score -5482082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -5482116.000000 Penalty: 1037.827148
	Iteration 29Q: 3 clusters Score -5482116 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -5482156.500000 Penalty: 1037.827148
	Iteration 30Q: 3 clusters Score -5482156 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -5482178.000000 Penalty: 1037.827148
	Iteration 31Q: 3 clusters Score -5482178 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -5482199.000000 Penalty: 1037.827148
	Iteration 32Q: 3 clusters Score -5482199 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -5482219.000000 Penalty: 1037.827148
	Iteration 33Q: 3 clusters Score -5482219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -5482217.500000 Penalty: 1037.827148
	Iteration 34Q: 3 clusters Score -5482218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -5482224.000000 Penalty: 1037.827148
	Iteration 35Q: 3 clusters Score -5482224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -5482219.500000 Penalty: 1037.827148
	Iteration 36Q: 3 clusters Score -5482220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -5482234.000000 Penalty: 1037.827148
	Iteration 37Q: 3 clusters Score -5482234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -5482232.000000 Penalty: 1037.827148
	Iteration 38Q: 3 clusters Score -5482232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -5482234.000000 Penalty: 1037.827148
	Iteration 39Q: 3 clusters Score -5482234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -5482239.000000 Penalty: 1037.827148
	Iteration 40F: 3 clusters Score -5482239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -5482231.500000 Penalty: 1037.827148
	Iteration 41Q: 3 clusters Score -5482232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -5482235.000000 Penalty: 1037.827148
	Iteration 42Q: 3 clusters Score -5482235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -5482236.000000 Penalty: 1037.827148
	Iteration 43Q: 3 clusters Score -5482236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -5482235.500000 Penalty: 1037.827148
	Iteration 44Q: 3 clusters Score -5482236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -5482241.500000 Penalty: 1037.827148
	Iteration 45Q: 3 clusters Score -5482242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -5482242.000000 Penalty: 1037.827148
	Iteration 46Q: 3 clusters Score -5482242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -5482241.500000 Penalty: 1037.827148
	Iteration 47Q: 3 clusters Score -5482242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -5482237.000000 Penalty: 1037.827148
	Iteration 48Q: 3 clusters Score -5482237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -5482238.500000 Penalty: 1037.827148
	Iteration 49Q: 3 clusters Score -5482238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -5482240.000000 Penalty: 1037.827148
	Iteration 50Q: 3 clusters Score -5482240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -5482237.500000 Penalty: 1037.827148
	Iteration 51Q: 3 clusters Score -5482238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -5482241.000000 Penalty: 1037.827148
	Iteration 52Q: 3 clusters Score -5482241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -5482241.000000 Penalty: 1037.827148
	Iteration 53Q: 3 clusters Score -5482241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -5482237.000000 Penalty: 1037.827148
	Iteration 54Q: 3 clusters Score -5482237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -5482240.000000 Penalty: 1037.827148
	Iteration 55Q: 3 clusters Score -5482240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -5482243.500000 Penalty: 1037.827148
	Iteration 56Q: 3 clusters Score -5482244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -5482243.500000 Penalty: 1037.827148
	Iteration 57F: 3 clusters Score -5482244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Entering Unmasked Estep 
Score: -6407736.500000 Penalty: 525.540771
	Iteration 0F: 2 clusters Score -6407736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -6344983.000000 Penalty: 1051.081543
	Iteration 0F: 3 clusters Score -6344983 nChanged 50891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -6381726.000000 Penalty: 1051.081543
	Iteration 1F: 3 clusters Score -6381726 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -6388620.000000 Penalty: 1051.081543
	Iteration 2F: 3 clusters Score -6388620 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -6396911.500000 Penalty: 1051.081543
	Iteration 3F: 3 clusters Score -6396912 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -6402761.000000 Penalty: 1051.081543
	Iteration 4F: 3 clusters Score -6402761 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -6404416.000000 Penalty: 1051.081543
	Iteration 5F: 3 clusters Score -6404416 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -6404659.000000 Penalty: 1051.081543
	Iteration 6Q: 3 clusters Score -6404659 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -6404657.500000 Penalty: 1051.081543
	Iteration 7Q: 3 clusters Score -6404658 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -6404637.500000 Penalty: 1051.081543
	Iteration 8Q: 3 clusters Score -6404638 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -6404612.500000 Penalty: 1051.081543
	Iteration 9Q: 3 clusters Score -6404612 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -6404718.500000 Penalty: 1051.081543
	Iteration 10Q: 3 clusters Score -6404718 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -6404673.500000 Penalty: 1051.081543
	Iteration 11Q: 3 clusters Score -6404674 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -6404659.000000 Penalty: 1051.081543
	Iteration 12Q: 3 clusters Score -6404659 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -6404621.000000 Penalty: 1051.081543
	Iteration 13Q: 3 clusters Score -6404621 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -6404491.500000 Penalty: 1051.081543
	Iteration 14Q: 3 clusters Score -6404492 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -6404517.500000 Penalty: 1051.081543
	Iteration 15Q: 3 clusters Score -6404518 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -6404707.500000 Penalty: 1051.081543
	Iteration 16Q: 3 clusters Score -6404708 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6404786.500000 Penalty: 1051.081543
	Iteration 17Q: 3 clusters Score -6404786 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -6404909.000000 Penalty: 1051.081543
	Iteration 18Q: 3 clusters Score -6404909 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6405013.000000 Penalty: 1051.081543
	Iteration 19Q: 3 clusters Score -6405013 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -6405155.000000 Penalty: 1051.081543
	Iteration 20F: 3 clusters Score -6405155 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -6405273.500000 Penalty: 1051.081543
	Iteration 21Q: 3 clusters Score -6405274 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -6405365.000000 Penalty: 1051.081543
	Iteration 22Q: 3 clusters Score -6405365 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -6405358.500000 Penalty: 1051.081543
	Iteration 23Q: 3 clusters Score -6405358 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -6405401.000000 Penalty: 1051.081543
	Iteration 24Q: 3 clusters Score -6405401 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -6405473.000000 Penalty: 1051.081543
	Iteration 25Q: 3 clusters Score -6405473 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -6405538.500000 Penalty: 1051.081543
	Iteration 26Q: 3 clusters Score -6405538 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6405575.000000 Penalty: 1051.081543
	Iteration 27Q: 3 clusters Score -6405575 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -6405688.500000 Penalty: 1051.081543
	Iteration 28Q: 3 clusters Score -6405688 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -6405794.000000 Penalty: 1051.081543
	Iteration 29Q: 3 clusters Score -6405794 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -6405947.000000 Penalty: 1051.081543
	Iteration 30Q: 3 clusters Score -6405947 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6406115 nChanged 1737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6407116 nChanged 1438
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Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6407304 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6407500 nChanged 1146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6407613 nChanged 989
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Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6407685 nChanged 961
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Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6407806 nChanged 893
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Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6407855 nChanged 815
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Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6407900 nChanged 707
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Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -6407925.500000 Penalty: 1051.081543
	Iteration 42Q: 3 clusters Score -6407926 nChanged 650
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Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6407974 nChanged 553
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Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6407954 nChanged 512
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Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6407985 nChanged 456
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Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6407948 nChanged 396
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Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6407953 nChanged 375
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Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6407952 nChanged 371
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Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6407929 nChanged 356
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Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6407941 nChanged 310
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Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6407921 nChanged 284
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Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6407926 nChanged 297
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Mstep: Class 1 contains 93130 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6407923 nChanged 275
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Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6407926 nChanged 238
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Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6407920 nChanged 214
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Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6407878 nChanged 189
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Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6407804 nChanged 169
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Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6407802 nChanged 161
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Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6407790 nChanged 164
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Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6407833 nChanged 160
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Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6407832 nChanged 161
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Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6407829 nChanged 114
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Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6407832 nChanged 111
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Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6407827 nChanged 82
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Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6407822 nChanged 77
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Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6407819 nChanged 79
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Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6407827 nChanged 95
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Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6407817 nChanged 105
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Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6407800 nChanged 103
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Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6407808 nChanged 107
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Mstep: Class 1 contains 95702 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6407819 nChanged 83
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Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 8050 members 
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	Iteration 77Q: 3 clusters Score -6407808 nChanged 75
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Mstep: Class 1 contains 95818 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6407792 nChanged 69
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Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6407792 nChanged 74
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Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 7886 members 
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	Iteration 80F: 3 clusters Score -6407791 nChanged 73
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Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6407812 nChanged 68
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Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 7791 members 
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	Iteration 82Q: 3 clusters Score -6407787 nChanged 72
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Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6407772 nChanged 78
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Mstep: Class 1 contains 96122 members 
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	Iteration 84Q: 3 clusters Score -6407756 nChanged 76
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Mstep: Class 1 contains 96176 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6407764 nChanged 64
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Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6407740 nChanged 57
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Mstep: Class 1 contains 96249 members 
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	Iteration 87Q: 3 clusters Score -6407750 nChanged 36
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Mstep: Class 1 contains 96273 members 
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	Iteration 88Q: 3 clusters Score -6407738 nChanged 25
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Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 7525 members 
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	Iteration 89Q: 3 clusters Score -6407730 nChanged 30
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Mstep: Class 1 contains 96308 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6407716 nChanged 26
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Mstep: Class 1 contains 96332 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6407710 nChanged 30
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Mstep: Class 1 contains 96352 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6407696 nChanged 32
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Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 7447 members 
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	Iteration 93Q: 3 clusters Score -6407685 nChanged 31
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Mstep: Class 1 contains 96377 members 
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	Iteration 94Q: 3 clusters Score -6407676 nChanged 36
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Mstep: Class 1 contains 96403 members 
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	Iteration 95Q: 3 clusters Score -6407660 nChanged 31
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Mstep: Class 1 contains 96426 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6407654 nChanged 26
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	Iteration 97Q: 3 clusters Score -6407664 nChanged 29
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Mstep: Class 1 contains 96467 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6407641 nChanged 29
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Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 7331 members 
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	Iteration 99Q: 3 clusters Score -6407630 nChanged 22
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Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6407618 nChanged 28
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	Iteration 101Q: 3 clusters Score -6407604 nChanged 35
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Mstep: Class 2 contains 7290 members 
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	Iteration 102Q: 3 clusters Score -6407593 nChanged 30
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Mstep: Class 2 contains 7278 members 
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	Iteration 103Q: 3 clusters Score -6407583 nChanged 25
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	Iteration 104Q: 3 clusters Score -6407585 nChanged 20
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6407572 nChanged 24
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	Iteration 106Q: 3 clusters Score -6407580 nChanged 27
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Mstep: Class 2 contains 7230 members 
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	Iteration 107Q: 3 clusters Score -6407579 nChanged 23
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Mstep: Class 2 contains 7217 members 
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	Iteration 108Q: 3 clusters Score -6407574 nChanged 24
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	Iteration 109Q: 3 clusters Score -6407574 nChanged 23
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	Iteration 110Q: 3 clusters Score -6407576 nChanged 26
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6407570 nChanged 27
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6407557 nChanged 24
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	Iteration 113Q: 3 clusters Score -6407561 nChanged 19
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6407560 nChanged 14
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6407560 nChanged 9
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	Iteration 116Q: 3 clusters Score -6407546 nChanged 8
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6407552 nChanged 6
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	Iteration 118Q: 3 clusters Score -6407550 nChanged 7
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	Iteration 119Q: 3 clusters Score -6407548 nChanged 5
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	Iteration 120F: 3 clusters Score -6407552 nChanged 4
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	Iteration 121Q: 3 clusters Score -6407550 nChanged 6
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	Iteration 122Q: 3 clusters Score -6407547 nChanged 13
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6407546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -6407541.500000 Penalty: 1051.081543
	Iteration 124Q: 3 clusters Score -6407542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -6407536.000000 Penalty: 1051.081543
	Iteration 125Q: 3 clusters Score -6407536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -6407526.500000 Penalty: 1051.081543
	Iteration 126Q: 3 clusters Score -6407526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -6407530.000000 Penalty: 1051.081543
	Iteration 127Q: 3 clusters Score -6407530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6407529.000000 Penalty: 1051.081543
	Iteration 128Q: 3 clusters Score -6407529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6407524.500000 Penalty: 1051.081543
	Iteration 129Q: 3 clusters Score -6407524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -6407530.000000 Penalty: 1051.081543
	Iteration 130Q: 3 clusters Score -6407530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6407534.500000 Penalty: 1051.081543
	Iteration 131Q: 3 clusters Score -6407534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -6407533.500000 Penalty: 1051.081543
	Iteration 132Q: 3 clusters Score -6407534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -6407535.500000 Penalty: 1051.081543
	Iteration 133Q: 3 clusters Score -6407536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -6407535.000000 Penalty: 1051.081543
	Iteration 134Q: 3 clusters Score -6407535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -6407533.000000 Penalty: 1051.081543
	Iteration 135Q: 3 clusters Score -6407533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6407537.500000 Penalty: 1051.081543
	Iteration 136Q: 3 clusters Score -6407538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6407537.500000 Penalty: 1051.081543
	Iteration 137Q: 3 clusters Score -6407538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -6407535.000000 Penalty: 1051.081543
	Iteration 138Q: 3 clusters Score -6407535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -6407535.500000 Penalty: 1051.081543
	Iteration 139Q: 3 clusters Score -6407536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -6407536.000000 Penalty: 1051.081543
	Iteration 140F: 3 clusters Score -6407536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -6407534.500000 Penalty: 1051.081543
	Iteration 141Q: 3 clusters Score -6407534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -6407536.500000 Penalty: 1051.081543
	Iteration 142Q: 3 clusters Score -6407536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6407535.500000 Penalty: 1051.081543
	Iteration 143Q: 3 clusters Score -6407536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6407539.500000 Penalty: 1051.081543
	Iteration 144Q: 3 clusters Score -6407540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6407540.000000 Penalty: 1051.081543
	Iteration 145Q: 3 clusters Score -6407540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6407539.500000 Penalty: 1051.081543
	Iteration 146Q: 3 clusters Score -6407540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -6407530.500000 Penalty: 1051.081543
	Iteration 147Q: 3 clusters Score -6407530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -6407541.500000 Penalty: 1051.081543
	Iteration 148Q: 3 clusters Score -6407542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6407541.000000 Penalty: 1051.081543
	Iteration 149Q: 3 clusters Score -6407541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6407547.000000 Penalty: 1051.081543
	Iteration 150Q: 3 clusters Score -6407547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6407547.000000 Penalty: 1051.081543
	Iteration 151Q: 3 clusters Score -6407547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6407547.000000 Penalty: 1051.081543
	Iteration 152Q: 3 clusters Score -6407547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -6407544.500000 Penalty: 1051.081543
	Iteration 153Q: 3 clusters Score -6407544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6407545.500000 Penalty: 1051.081543
	Iteration 154Q: 3 clusters Score -6407546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -6407541.500000 Penalty: 1051.081543
	Iteration 155Q: 3 clusters Score -6407542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -6407543.000000 Penalty: 1051.081543
	Iteration 156Q: 3 clusters Score -6407543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -6407543.000000 Penalty: 1051.081543
	Iteration 157F: 3 clusters Score -6407543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (145265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Entering Unmasked Estep 
Score: -8849930.000000 Penalty: 540.827332
	Iteration 0F: 2 clusters Score -8849930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -8756766.000000 Penalty: 1081.654663
	Iteration 0F: 3 clusters Score -8756766 nChanged 70986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -8799729.000000 Penalty: 1081.654663
	Iteration 1F: 3 clusters Score -8799729 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -8801780.000000 Penalty: 1081.654663
	Iteration 2Q: 3 clusters Score -8801780 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -8804768.000000 Penalty: 1081.654663
	Iteration 3Q: 3 clusters Score -8804768 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -8809359.000000 Penalty: 1081.654663
	Iteration 4F: 3 clusters Score -8809359 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -8816077.000000 Penalty: 1081.654663
	Iteration 5F: 3 clusters Score -8816077 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -8824467.000000 Penalty: 1081.654663
	Iteration 6F: 3 clusters Score -8824467 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -8832074.000000 Penalty: 1081.654663
	Iteration 7F: 3 clusters Score -8832074 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -8836617.000000 Penalty: 1081.654663
	Iteration 8F: 3 clusters Score -8836617 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -8838246.000000 Penalty: 1081.654663
	Iteration 9Q: 3 clusters Score -8838246 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -8838993.000000 Penalty: 1081.654663
	Iteration 10Q: 3 clusters Score -8838993 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -8839582.000000 Penalty: 1081.654663
	Iteration 11Q: 3 clusters Score -8839582 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -8840288.000000 Penalty: 1081.654663
	Iteration 12Q: 3 clusters Score -8840288 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -8840822.000000 Penalty: 1081.654663
	Iteration 13Q: 3 clusters Score -8840822 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -8841355.000000 Penalty: 1081.654663
	Iteration 14Q: 3 clusters Score -8841355 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -8841827.000000 Penalty: 1081.654663
	Iteration 15Q: 3 clusters Score -8841827 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -8842389.000000 Penalty: 1081.654663
	Iteration 16Q: 3 clusters Score -8842389 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -8842885.000000 Penalty: 1081.654663
	Iteration 17Q: 3 clusters Score -8842885 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -8843402.000000 Penalty: 1081.654663
	Iteration 18Q: 3 clusters Score -8843402 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 119721 members 
Entering Unmasked Estep 
Score: -8843873.000000 Penalty: 1081.654663
	Iteration 19Q: 3 clusters Score -8843873 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -8844476.000000 Penalty: 1081.654663
	Iteration 20F: 3 clusters Score -8844476 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -8845027.000000 Penalty: 1081.654663
	Iteration 21Q: 3 clusters Score -8845027 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -8845563.000000 Penalty: 1081.654663
	Iteration 22Q: 3 clusters Score -8845563 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 126510 members 
Entering Unmasked Estep 
Score: -8846053.000000 Penalty: 1081.654663
	Iteration 23Q: 3 clusters Score -8846053 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -8846546.000000 Penalty: 1081.654663
	Iteration 24Q: 3 clusters Score -8846546 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 129485 members 
Entering Unmasked Estep 
Score: -8846918.000000 Penalty: 1081.654663
	Iteration 25Q: 3 clusters Score -8846918 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -8847308.000000 Penalty: 1081.654663
	Iteration 26Q: 3 clusters Score -8847308 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 132209 members 
Entering Unmasked Estep 
Score: -8847662.000000 Penalty: 1081.654663
	Iteration 27Q: 3 clusters Score -8847662 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 133467 members 
Entering Unmasked Estep 
Score: -8848111.000000 Penalty: 1081.654663
	Iteration 28Q: 3 clusters Score -8848111 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 134645 members 
Entering Unmasked Estep 
Score: -8848398.000000 Penalty: 1081.654663
	Iteration 29Q: 3 clusters Score -8848398 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -8848676.000000 Penalty: 1081.654663
	Iteration 30Q: 3 clusters Score -8848676 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 136666 members 
Entering Unmasked Estep 
Score: -8848951.000000 Penalty: 1081.654663
	Iteration 31Q: 3 clusters Score -8848951 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 137500 members 
Entering Unmasked Estep 
Score: -8849223.000000 Penalty: 1081.654663
	Iteration 32Q: 3 clusters Score -8849223 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -8849473.000000 Penalty: 1081.654663
	Iteration 33Q: 3 clusters Score -8849473 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 138981 members 
Entering Unmasked Estep 
Score: -8849615.000000 Penalty: 1081.654663
	Iteration 34Q: 3 clusters Score -8849615 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -8849795.000000 Penalty: 1081.654663
	Iteration 35Q: 3 clusters Score -8849795 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 140149 members 
Entering Unmasked Estep 
Score: -8850027.000000 Penalty: 1081.654663
	Iteration 36Q: 3 clusters Score -8850027 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 140634 members 
Entering Unmasked Estep 
Score: -8850118.000000 Penalty: 1081.654663
	Iteration 37Q: 3 clusters Score -8850118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -8850179.000000 Penalty: 1081.654663
	Iteration 38Q: 3 clusters Score -8850179 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 141383 members 
Entering Unmasked Estep 
Score: -8850257.000000 Penalty: 1081.654663
	Iteration 39Q: 3 clusters Score -8850257 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -8850269.000000 Penalty: 1081.654663
	Iteration 40F: 3 clusters Score -8850269 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -8850332.000000 Penalty: 1081.654663
	Iteration 41Q: 3 clusters Score -8850332 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
Score: -8850379.000000 Penalty: 1081.654663
	Iteration 42Q: 3 clusters Score -8850379 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -8850450.000000 Penalty: 1081.654663
	Iteration 43Q: 3 clusters Score -8850450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 142639 members 
Entering Unmasked Estep 
Score: -8850479.000000 Penalty: 1081.654663
	Iteration 44Q: 3 clusters Score -8850479 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 142795 members 
Entering Unmasked Estep 
Score: -8850470.000000 Penalty: 1081.654663
	Iteration 45Q: 3 clusters Score -8850470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 142924 members 
Entering Unmasked Estep 
Score: -8850489.000000 Penalty: 1081.654663
	Iteration 46Q: 3 clusters Score -8850489 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 143050 members 
Entering Unmasked Estep 
Score: -8850517.000000 Penalty: 1081.654663
	Iteration 47Q: 3 clusters Score -8850517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -8850534.000000 Penalty: 1081.654663
	Iteration 48Q: 3 clusters Score -8850534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 143230 members 
Entering Unmasked Estep 
Score: -8850530.000000 Penalty: 1081.654663
	Iteration 49Q: 3 clusters Score -8850530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 143303 members 
Entering Unmasked Estep 
Score: -8850538.000000 Penalty: 1081.654663
	Iteration 50Q: 3 clusters Score -8850538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -8850505.000000 Penalty: 1081.654663
	Iteration 51Q: 3 clusters Score -8850505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 143443 members 
Entering Unmasked Estep 
Score: -8850516.000000 Penalty: 1081.654663
	Iteration 52Q: 3 clusters Score -8850516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 143498 members 
Entering Unmasked Estep 
Score: -8850529.000000 Penalty: 1081.654663
	Iteration 53Q: 3 clusters Score -8850529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -8850547.000000 Penalty: 1081.654663
	Iteration 54Q: 3 clusters Score -8850547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -8850536.000000 Penalty: 1081.654663
	Iteration 55Q: 3 clusters Score -8850536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 143649 members 
Entering Unmasked Estep 
Score: -8850526.000000 Penalty: 1081.654663
	Iteration 56Q: 3 clusters Score -8850526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 143692 members 
Entering Unmasked Estep 
Score: -8850531.000000 Penalty: 1081.654663
	Iteration 57Q: 3 clusters Score -8850531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -8850535.000000 Penalty: 1081.654663
	Iteration 58Q: 3 clusters Score -8850535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 143735 members 
Entering Unmasked Estep 
Score: -8850536.000000 Penalty: 1081.654663
	Iteration 59Q: 3 clusters Score -8850536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -8850539.000000 Penalty: 1081.654663
	Iteration 60F: 3 clusters Score -8850539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 143753 members 
Entering Unmasked Estep 
Score: -8850540.000000 Penalty: 1081.654663
	Iteration 61Q: 3 clusters Score -8850540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 143754 members 
Entering Unmasked Estep 
Score: -8850540.000000 Penalty: 1081.654663
	Iteration 62Q: 3 clusters Score -8850540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 143755 members 
Entering Unmasked Estep 
Score: -8850541.000000 Penalty: 1081.654663
	Iteration 63Q: 3 clusters Score -8850541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -8850545.000000 Penalty: 1081.654663
	Iteration 64Q: 3 clusters Score -8850545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -8850542.000000 Penalty: 1081.654663
	Iteration 65Q: 3 clusters Score -8850542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -8850541.000000 Penalty: 1081.654663
	Iteration 66Q: 3 clusters Score -8850541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 143761 members 
Entering Unmasked Estep 
Score: -8850541.000000 Penalty: 1081.654663
	Iteration 67Q: 3 clusters Score -8850541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -8850547.000000 Penalty: 1081.654663
	Iteration 68Q: 3 clusters Score -8850547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 143765 members 
Entering Unmasked Estep 
Score: -8850546.000000 Penalty: 1081.654663
	Iteration 69Q: 3 clusters Score -8850546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 143770 members 
Entering Unmasked Estep 
Score: -8850543.000000 Penalty: 1081.654663
	Iteration 70Q: 3 clusters Score -8850543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -8850538.000000 Penalty: 1081.654663
	Iteration 71Q: 3 clusters Score -8850538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -8850533.000000 Penalty: 1081.654663
	Iteration 72Q: 3 clusters Score -8850533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -8850533.000000 Penalty: 1081.654663
	Iteration 73Q: 3 clusters Score -8850533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -8850536.000000 Penalty: 1081.654663
	Iteration 74Q: 3 clusters Score -8850536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 143786 members 
Entering Unmasked Estep 
Score: -8850536.000000 Penalty: 1081.654663
	Iteration 75Q: 3 clusters Score -8850536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 143786 members 
Entering Unmasked Estep 
Score: -8850536.000000 Penalty: 1081.654663
	Iteration 76F: 3 clusters Score -8850536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Entering Unmasked Estep 
Score: -53229124.000000 Penalty: 17464.035156
Splitting cluster 4 changes total score from -53228280.000000 to -53229124.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -268753.687500 Penalty: 381.477417
	Iteration 0F: 2 clusters Score -268753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -265800.562500 Penalty: 762.954834
	Iteration 0F: 3 clusters Score -265800.6 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -267109.906250 Penalty: 762.954834
	Iteration 1F: 3 clusters Score -267109.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -267406.718750 Penalty: 762.954834
	Iteration 2F: 3 clusters Score -267406.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -267646.281250 Penalty: 762.954834
	Iteration 3F: 3 clusters Score -267646.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -267902.812500 Penalty: 762.954834
	Iteration 4F: 3 clusters Score -267902.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -268310.625000 Penalty: 762.954834
	Iteration 5F: 3 clusters Score -268310.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -268689.875000 Penalty: 762.954834
	Iteration 6F: 3 clusters Score -268689.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -269043.843750 Penalty: 762.954834
	Iteration 7F: 3 clusters Score -269043.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -269391.812500 Penalty: 762.954834
	Iteration 8F: 3 clusters Score -269391.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -269678.656250 Penalty: 762.954834
	Iteration 9F: 3 clusters Score -269678.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -270021.843750 Penalty: 762.954834
	Iteration 10Q: 3 clusters Score -270021.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -270382.875000 Penalty: 762.954834
	Iteration 11Q: 3 clusters Score -270382.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -270569.968750 Penalty: 762.954834
	Iteration 12Q: 3 clusters Score -270570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -270622.343750 Penalty: 762.954834
	Iteration 13Q: 3 clusters Score -270622.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -270643.468750 Penalty: 762.954834
	Iteration 14Q: 3 clusters Score -270643.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -270665.500000 Penalty: 762.954834
	Iteration 15Q: 3 clusters Score -270665.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -270672.218750 Penalty: 762.954834
	Iteration 16Q: 3 clusters Score -270672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -270672.000000 Penalty: 762.954834
	Iteration 17Q: 3 clusters Score -270672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -270672.468750 Penalty: 762.954834
	Iteration 18Q: 3 clusters Score -270672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -270681.031250 Penalty: 762.954834
	Iteration 19Q: 3 clusters Score -270681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -270731.656250 Penalty: 762.954834
	Iteration 20F: 3 clusters Score -270731.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -270799.187500 Penalty: 762.954834
	Iteration 21Q: 3 clusters Score -270799.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -270852.906250 Penalty: 762.954834
	Iteration 22Q: 3 clusters Score -270852.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -270893.531250 Penalty: 762.954834
	Iteration 23Q: 3 clusters Score -270893.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -270922.093750 Penalty: 762.954834
	Iteration 24Q: 3 clusters Score -270922.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -270939.312500 Penalty: 762.954834
	Iteration 25Q: 3 clusters Score -270939.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -270951.656250 Penalty: 762.954834
	Iteration 26Q: 3 clusters Score -270951.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -270960.656250 Penalty: 762.954834
	Iteration 27Q: 3 clusters Score -270960.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -270967.875000 Penalty: 762.954834
	Iteration 28Q: 3 clusters Score -270967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -270970.656250 Penalty: 762.954834
	Iteration 29Q: 3 clusters Score -270970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -270973.062500 Penalty: 762.954834
	Iteration 30Q: 3 clusters Score -270973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -270975.625000 Penalty: 762.954834
	Iteration 31Q: 3 clusters Score -270975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -270975.531250 Penalty: 762.954834
	Iteration 32Q: 3 clusters Score -270975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -270976.062500 Penalty: 762.954834
	Iteration 33Q: 3 clusters Score -270976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -270978.375000 Penalty: 762.954834
	Iteration 34Q: 3 clusters Score -270978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -270978.656250 Penalty: 762.954834
	Iteration 35Q: 3 clusters Score -270978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -270979.218750 Penalty: 762.954834
	Iteration 36Q: 3 clusters Score -270979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -270976.781250 Penalty: 762.954834
	Iteration 37Q: 3 clusters Score -270976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -270979.468750 Penalty: 762.954834
	Iteration 38Q: 3 clusters Score -270979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -270978.968750 Penalty: 762.954834
	Iteration 39Q: 3 clusters Score -270979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -270979.750000 Penalty: 762.954834
	Iteration 40F: 3 clusters Score -270979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -270978.531250 Penalty: 762.954834
	Iteration 41Q: 3 clusters Score -270978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -270981.531250 Penalty: 762.954834
	Iteration 42Q: 3 clusters Score -270981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -270981.625000 Penalty: 762.954834
	Iteration 43Q: 3 clusters Score -270981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -270981.625000 Penalty: 762.954834
	Iteration 44F: 3 clusters Score -270981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 1620 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Entering Unmasked Estep 
Score: -53231188.000000 Penalty: 18087.750000
Splitting cluster 5 changes total score from -53228280.000000 to -53231188.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -91973.117188 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -91973.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90806.562500 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -90806.56 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -91586.054688 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -91586.05 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -91963.843750 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -91963.84 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -92265.132812 Penalty: 672.506531
	Iteration 3F: 3 clusters Score -92265.13 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -92491.023438 Penalty: 672.506531
	Iteration 4F: 3 clusters Score -92491.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -92585.453125 Penalty: 672.506531
	Iteration 5Q: 3 clusters Score -92585.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92675.742188 Penalty: 672.506531
	Iteration 6Q: 3 clusters Score -92675.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92743.718750 Penalty: 672.506531
	Iteration 7Q: 3 clusters Score -92743.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -92770.539062 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -92770.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -92804.695312 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -92804.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -92830.257812 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -92830.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -92858.765625 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -92858.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92894.796875 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -92894.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92946.492188 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -92946.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -93026.632812 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -93026.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93052.171875 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -93052.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -93058.257812 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -93058.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -93060.523438 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -93060.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93062.218750 Penalty: 672.506531
	Iteration 18Q: 3 clusters Score -93062.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93060.601562 Penalty: 672.506531
	Iteration 19Q: 3 clusters Score -93060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -93061.585938 Penalty: 672.506531
	Iteration 20F: 3 clusters Score -93061.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Entering Unmasked Estep 
Score: -53231892.000000 Penalty: 18711.464844
Splitting cluster 6 changes total score from -53228280.000000 to -53231892.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 7 (101572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Entering Unmasked Estep 
Score: -6296135.500000 Penalty: 524.547791
	Iteration 0F: 2 clusters Score -6296136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -6228557.500000 Penalty: 1049.095581
	Iteration 0F: 3 clusters Score -6228558 nChanged 49690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -6258764.000000 Penalty: 1049.095581
	Iteration 1F: 3 clusters Score -6258764 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -6261126.500000 Penalty: 1049.095581
	Iteration 2F: 3 clusters Score -6261126 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -6265394.500000 Penalty: 1049.095581
	Iteration 3F: 3 clusters Score -6265394 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -6272726.500000 Penalty: 1049.095581
	Iteration 4F: 3 clusters Score -6272726 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -6281586.000000 Penalty: 1049.095581
	Iteration 5F: 3 clusters Score -6281586 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -6288261.000000 Penalty: 1049.095581
	Iteration 6F: 3 clusters Score -6288261 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -6292062.000000 Penalty: 1049.095581
	Iteration 7Q: 3 clusters Score -6292062 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -6293783.000000 Penalty: 1049.095581
	Iteration 8Q: 3 clusters Score -6293783 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -6294601.000000 Penalty: 1049.095581
	Iteration 9Q: 3 clusters Score -6294601 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -6295017.000000 Penalty: 1049.095581
	Iteration 10Q: 3 clusters Score -6295017 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -6295206.000000 Penalty: 1049.095581
	Iteration 11Q: 3 clusters Score -6295206 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -6295324.500000 Penalty: 1049.095581
	Iteration 12Q: 3 clusters Score -6295324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -6295399.500000 Penalty: 1049.095581
	Iteration 13Q: 3 clusters Score -6295400 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -6295461.000000 Penalty: 1049.095581
	Iteration 14Q: 3 clusters Score -6295461 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -6295529.000000 Penalty: 1049.095581
	Iteration 15Q: 3 clusters Score -6295529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -6295582.500000 Penalty: 1049.095581
	Iteration 16Q: 3 clusters Score -6295582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -6295624.500000 Penalty: 1049.095581
	Iteration 17Q: 3 clusters Score -6295624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -6295643.500000 Penalty: 1049.095581
	Iteration 18Q: 3 clusters Score -6295644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -6295669.500000 Penalty: 1049.095581
	Iteration 19Q: 3 clusters Score -6295670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -6295696.000000 Penalty: 1049.095581
	Iteration 20F: 3 clusters Score -6295696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -6295695.000000 Penalty: 1049.095581
	Iteration 21Q: 3 clusters Score -6295695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -6295698.500000 Penalty: 1049.095581
	Iteration 22Q: 3 clusters Score -6295698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -6295699.000000 Penalty: 1049.095581
	Iteration 23Q: 3 clusters Score -6295699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 101256 members 
Entering Unmasked Estep 
Score: -6295695.500000 Penalty: 1049.095581
	Iteration 24Q: 3 clusters Score -6295696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -6295701.500000 Penalty: 1049.095581
	Iteration 25Q: 3 clusters Score -6295702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -6295698.500000 Penalty: 1049.095581
	Iteration 26Q: 3 clusters Score -6295698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -6295700.500000 Penalty: 1049.095581
	Iteration 27Q: 3 clusters Score -6295700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -6295704.000000 Penalty: 1049.095581
	Iteration 28Q: 3 clusters Score -6295704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -6295705.500000 Penalty: 1049.095581
	Iteration 29Q: 3 clusters Score -6295706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -6295703.500000 Penalty: 1049.095581
	Iteration 30Q: 3 clusters Score -6295704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -6295709.000000 Penalty: 1049.095581
	Iteration 31Q: 3 clusters Score -6295709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -6295710.000000 Penalty: 1049.095581
	Iteration 32Q: 3 clusters Score -6295710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -6295713.500000 Penalty: 1049.095581
	Iteration 33Q: 3 clusters Score -6295714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -6295713.000000 Penalty: 1049.095581
	Iteration 34Q: 3 clusters Score -6295713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -6295713.000000 Penalty: 1049.095581
	Iteration 35F: 3 clusters Score -6295713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -237034.156250 Penalty: 376.990845
	Iteration 0F: 2 clusters Score -237034.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -234327.703125 Penalty: 753.981689
	Iteration 0F: 3 clusters Score -234327.7 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -235582.171875 Penalty: 753.981689
	Iteration 1F: 3 clusters Score -235582.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -236049.250000 Penalty: 753.981689
	Iteration 2F: 3 clusters Score -236049.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -236456.781250 Penalty: 753.981689
	Iteration 3F: 3 clusters Score -236456.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -236719.546875 Penalty: 753.981689
	Iteration 4F: 3 clusters Score -236719.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -236839.781250 Penalty: 753.981689
	Iteration 5Q: 3 clusters Score -236839.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -236904.640625 Penalty: 753.981689
	Iteration 6Q: 3 clusters Score -236904.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -236944.656250 Penalty: 753.981689
	Iteration 7Q: 3 clusters Score -236944.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -236973.078125 Penalty: 753.981689
	Iteration 8Q: 3 clusters Score -236973.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -237006.562500 Penalty: 753.981689
	Iteration 9Q: 3 clusters Score -237006.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -237032.187500 Penalty: 753.981689
	Iteration 10Q: 3 clusters Score -237032.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -237054.156250 Penalty: 753.981689
	Iteration 11Q: 3 clusters Score -237054.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -237078.296875 Penalty: 753.981689
	Iteration 12Q: 3 clusters Score -237078.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -237092.156250 Penalty: 753.981689
	Iteration 13Q: 3 clusters Score -237092.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -237100.703125 Penalty: 753.981689
	Iteration 14Q: 3 clusters Score -237100.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -237107.281250 Penalty: 753.981689
	Iteration 15Q: 3 clusters Score -237107.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -237112.421875 Penalty: 753.981689
	Iteration 16Q: 3 clusters Score -237112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -237113.718750 Penalty: 753.981689
	Iteration 17Q: 3 clusters Score -237113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -237115.437500 Penalty: 753.981689
	Iteration 18Q: 3 clusters Score -237115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -237116.265625 Penalty: 753.981689
	Iteration 19Q: 3 clusters Score -237116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -237117.109375 Penalty: 753.981689
	Iteration 20F: 3 clusters Score -237117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -237116.781250 Penalty: 753.981689
	Iteration 21Q: 3 clusters Score -237116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -237117.687500 Penalty: 753.981689
	Iteration 22Q: 3 clusters Score -237117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -237117.562500 Penalty: 753.981689
	Iteration 23Q: 3 clusters Score -237117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -237118.109375 Penalty: 753.981689
	Iteration 24Q: 3 clusters Score -237118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -237118.250000 Penalty: 753.981689
	Iteration 25Q: 3 clusters Score -237118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -237117.968750 Penalty: 753.981689
	Iteration 26Q: 3 clusters Score -237118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -237118.875000 Penalty: 753.981689
	Iteration 27Q: 3 clusters Score -237118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -237119.468750 Penalty: 753.981689
	Iteration 28Q: 3 clusters Score -237119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -237119.625000 Penalty: 753.981689
	Iteration 29Q: 3 clusters Score -237119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -237119.625000 Penalty: 753.981689
	Iteration 30F: 3 clusters Score -237119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Entering Unmasked Estep 
Score: -53231712.000000 Penalty: 19335.181641
Splitting cluster 8 changes total score from -53228280.000000 to -53231712.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -132777.093750 Penalty: 350.053406
	Iteration 0F: 2 clusters Score -132777.1 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 1072 members 
Entering Unmasked Estep 
Score: -131255.375000 Penalty: 700.106812
	Iteration 0F: 3 clusters Score -131255.4 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -132295.015625 Penalty: 700.106812
	Iteration 1F: 3 clusters Score -132295 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133071.375000 Penalty: 700.106812
	Iteration 2F: 3 clusters Score -133071.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -133569.843750 Penalty: 700.106812
	Iteration 3F: 3 clusters Score -133569.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133888.046875 Penalty: 700.106812
	Iteration 4F: 3 clusters Score -133888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134052.312500 Penalty: 700.106812
	Iteration 5Q: 3 clusters Score -134052.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134189.328125 Penalty: 700.106812
	Iteration 6Q: 3 clusters Score -134189.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134331.843750 Penalty: 700.106812
	Iteration 7Q: 3 clusters Score -134331.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -134449.046875 Penalty: 700.106812
	Iteration 8Q: 3 clusters Score -134449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134552.125000 Penalty: 700.106812
	Iteration 9Q: 3 clusters Score -134552.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -134627.656250 Penalty: 700.106812
	Iteration 10Q: 3 clusters Score -134627.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -134633.500000 Penalty: 700.106812
	Iteration 11Q: 3 clusters Score -134633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -134635.171875 Penalty: 700.106812
	Iteration 12Q: 3 clusters Score -134635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -134635.890625 Penalty: 700.106812
	Iteration 13Q: 3 clusters Score -134635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -134636.515625 Penalty: 700.106812
	Iteration 14Q: 3 clusters Score -134636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -134635.937500 Penalty: 700.106812
	Iteration 15Q: 3 clusters Score -134635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -134635.937500 Penalty: 700.106812
	Iteration 16F: 3 clusters Score -134635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Entering Unmasked Estep 
Score: -53233456.000000 Penalty: 19958.896484
Splitting cluster 9 changes total score from -53228280.000000 to -53233456.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -133437.703125 Penalty: 348.642303
	Iteration 0F: 2 clusters Score -133437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -131935.953125 Penalty: 697.284607
	Iteration 0F: 3 clusters Score -131936 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -132667.609375 Penalty: 697.284607
	Iteration 1F: 3 clusters Score -132667.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -133221.328125 Penalty: 697.284607
	Iteration 2F: 3 clusters Score -133221.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -133850.656250 Penalty: 697.284607
	Iteration 3F: 3 clusters Score -133850.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -134396.750000 Penalty: 697.284607
	Iteration 4F: 3 clusters Score -134396.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -134696.468750 Penalty: 697.284607
	Iteration 5F: 3 clusters Score -134696.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -134780.109375 Penalty: 697.284607
	Iteration 6Q: 3 clusters Score -134780.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -134818.781250 Penalty: 697.284607
	Iteration 7Q: 3 clusters Score -134818.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -134825.078125 Penalty: 697.284607
	Iteration 8Q: 3 clusters Score -134825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -134825.500000 Penalty: 697.284607
	Iteration 9Q: 3 clusters Score -134825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -134825.843750 Penalty: 697.284607
	Iteration 10Q: 3 clusters Score -134825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -134826.328125 Penalty: 697.284607
	Iteration 11Q: 3 clusters Score -134826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -134826.328125 Penalty: 697.284607
	Iteration 12F: 3 clusters Score -134826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Entering Unmasked Estep 
Score: -53234352.000000 Penalty: 20582.613281
Splitting cluster 10 changes total score from -53228280.000000 to -53234352.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -46508.816406 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -46508.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -45843.148438 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -45843.15 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -47155.765625 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -47155.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47506.128906 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -47506.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -47627.050781 Penalty: 633.994019
	Iteration 3Q: 3 clusters Score -47627.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -47770.585938 Penalty: 633.994019
	Iteration 4Q: 3 clusters Score -47770.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -47867.179688 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -47867.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -47931.386719 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -47931.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -47961.847656 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -47961.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -47973.957031 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -47973.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47988.718750 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -47988.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47998.664062 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -47998.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -48000.824219 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -48000.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -48004.292969 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -48004.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -48010.000000 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -48010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -48014.242188 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -48014.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48015.691406 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -48015.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48017.707031 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -48017.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48018.890625 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -48018.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48018.953125 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -48018.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48019.535156 Penalty: 633.994019
	Iteration 19F: 3 clusters Score -48019.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48022.109375 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -48022.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48023.769531 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -48023.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48033.730469 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -48033.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48036.875000 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -48036.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48036.875000 Penalty: 633.994019
	Iteration 24F: 3 clusters Score -48036.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 2031 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Entering Unmasked Estep 
Score: -53235752.000000 Penalty: 21206.328125
Splitting cluster 11 changes total score from -53228280.000000 to -53235752.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (107451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Entering Unmasked Estep 
Score: -6565668.000000 Penalty: 527.107971
	Iteration 0F: 2 clusters Score -6565668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -6496382.500000 Penalty: 1054.215942
	Iteration 0F: 3 clusters Score -6496382 nChanged 52554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -6530608.000000 Penalty: 1054.215942
	Iteration 1F: 3 clusters Score -6530608 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6532954.500000 Penalty: 1054.215942
	Iteration 2Q: 3 clusters Score -6532954 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -6536173.500000 Penalty: 1054.215942
	Iteration 3F: 3 clusters Score -6536174 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6540466.000000 Penalty: 1054.215942
	Iteration 4F: 3 clusters Score -6540466 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6545409.000000 Penalty: 1054.215942
	Iteration 5F: 3 clusters Score -6545409 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -6550209.500000 Penalty: 1054.215942
	Iteration 6F: 3 clusters Score -6550210 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -6553292.500000 Penalty: 1054.215942
	Iteration 7F: 3 clusters Score -6553292 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -6554741.000000 Penalty: 1054.215942
	Iteration 8Q: 3 clusters Score -6554741 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -6555373.000000 Penalty: 1054.215942
	Iteration 9Q: 3 clusters Score -6555373 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -6555772.000000 Penalty: 1054.215942
	Iteration 10Q: 3 clusters Score -6555772 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -6556134.500000 Penalty: 1054.215942
	Iteration 11Q: 3 clusters Score -6556134 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -6556456.500000 Penalty: 1054.215942
	Iteration 12Q: 3 clusters Score -6556456 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -6556859.000000 Penalty: 1054.215942
	Iteration 13Q: 3 clusters Score -6556859 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -6557208.500000 Penalty: 1054.215942
	Iteration 14Q: 3 clusters Score -6557208 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -6557599.500000 Penalty: 1054.215942
	Iteration 15Q: 3 clusters Score -6557600 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -6558036.500000 Penalty: 1054.215942
	Iteration 16Q: 3 clusters Score -6558036 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -6558461.500000 Penalty: 1054.215942
	Iteration 17Q: 3 clusters Score -6558462 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -6558868.500000 Penalty: 1054.215942
	Iteration 18Q: 3 clusters Score -6558868 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -6559332.000000 Penalty: 1054.215942
	Iteration 19Q: 3 clusters Score -6559332 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6559793.000000 Penalty: 1054.215942
	Iteration 20F: 3 clusters Score -6559793 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6560203.000000 Penalty: 1054.215942
	Iteration 21Q: 3 clusters Score -6560203 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -6560591.500000 Penalty: 1054.215942
	Iteration 22Q: 3 clusters Score -6560592 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -6561059.000000 Penalty: 1054.215942
	Iteration 23Q: 3 clusters Score -6561059 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6561536.500000 Penalty: 1054.215942
	Iteration 24Q: 3 clusters Score -6561536 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6562061.500000 Penalty: 1054.215942
	Iteration 25Q: 3 clusters Score -6562062 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -6562500.500000 Penalty: 1054.215942
	Iteration 26Q: 3 clusters Score -6562500 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6563071.000000 Penalty: 1054.215942
	Iteration 27Q: 3 clusters Score -6563071 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6563558.500000 Penalty: 1054.215942
	Iteration 28Q: 3 clusters Score -6563558 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -6564005.500000 Penalty: 1054.215942
	Iteration 29Q: 3 clusters Score -6564006 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6564410.500000 Penalty: 1054.215942
	Iteration 30Q: 3 clusters Score -6564410 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6564733.500000 Penalty: 1054.215942
	Iteration 31Q: 3 clusters Score -6564734 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6564922.500000 Penalty: 1054.215942
	Iteration 32Q: 3 clusters Score -6564922 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6565094.000000 Penalty: 1054.215942
	Iteration 33Q: 3 clusters Score -6565094 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6565185.500000 Penalty: 1054.215942
	Iteration 34Q: 3 clusters Score -6565186 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105188 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6565288.500000 Penalty: 1054.215942
	Iteration 35Q: 3 clusters Score -6565288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6565301.500000 Penalty: 1054.215942
	Iteration 36Q: 3 clusters Score -6565302 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105758 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6565334.500000 Penalty: 1054.215942
	Iteration 37Q: 3 clusters Score -6565334 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6565394.000000 Penalty: 1054.215942
	Iteration 38Q: 3 clusters Score -6565394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6565434.500000 Penalty: 1054.215942
	Iteration 39Q: 3 clusters Score -6565434 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6565478.000000 Penalty: 1054.215942
	Iteration 40F: 3 clusters Score -6565478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6565488.000000 Penalty: 1054.215942
	Iteration 41Q: 3 clusters Score -6565488 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6565501.500000 Penalty: 1054.215942
	Iteration 42Q: 3 clusters Score -6565502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6565522.000000 Penalty: 1054.215942
	Iteration 43Q: 3 clusters Score -6565522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6565529.000000 Penalty: 1054.215942
	Iteration 44Q: 3 clusters Score -6565529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6565510.000000 Penalty: 1054.215942
	Iteration 45Q: 3 clusters Score -6565510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106783 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6565527.000000 Penalty: 1054.215942
	Iteration 46Q: 3 clusters Score -6565527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6565527.500000 Penalty: 1054.215942
	Iteration 47Q: 3 clusters Score -6565528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106868 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6565531.000000 Penalty: 1054.215942
	Iteration 48Q: 3 clusters Score -6565531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6565528.000000 Penalty: 1054.215942
	Iteration 49Q: 3 clusters Score -6565528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6565530.000000 Penalty: 1054.215942
	Iteration 50Q: 3 clusters Score -6565530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106926 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6565532.000000 Penalty: 1054.215942
	Iteration 51Q: 3 clusters Score -6565532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6565532.000000 Penalty: 1054.215942
	Iteration 52Q: 3 clusters Score -6565532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6565529.500000 Penalty: 1054.215942
	Iteration 53Q: 3 clusters Score -6565530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6565530.000000 Penalty: 1054.215942
	Iteration 54Q: 3 clusters Score -6565530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6565528.500000 Penalty: 1054.215942
	Iteration 55Q: 3 clusters Score -6565528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6565531.000000 Penalty: 1054.215942
	Iteration 56Q: 3 clusters Score -6565531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6565526.500000 Penalty: 1054.215942
	Iteration 57Q: 3 clusters Score -6565526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6565524.000000 Penalty: 1054.215942
	Iteration 58Q: 3 clusters Score -6565524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6565520.000000 Penalty: 1054.215942
	Iteration 59Q: 3 clusters Score -6565520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6565530.000000 Penalty: 1054.215942
	Iteration 60F: 3 clusters Score -6565530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6565521.000000 Penalty: 1054.215942
	Iteration 61Q: 3 clusters Score -6565521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6565521.500000 Penalty: 1054.215942
	Iteration 62Q: 3 clusters Score -6565522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6565530.500000 Penalty: 1054.215942
	Iteration 63Q: 3 clusters Score -6565530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6565533.500000 Penalty: 1054.215942
	Iteration 64Q: 3 clusters Score -6565534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6565534.500000 Penalty: 1054.215942
	Iteration 65Q: 3 clusters Score -6565534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6565538.500000 Penalty: 1054.215942
	Iteration 66Q: 3 clusters Score -6565538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6565532.000000 Penalty: 1054.215942
	Iteration 67Q: 3 clusters Score -6565532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6565532.000000 Penalty: 1054.215942
	Iteration 68Q: 3 clusters Score -6565532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6565542.500000 Penalty: 1054.215942
	Iteration 69Q: 3 clusters Score -6565542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107037 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6565539.500000 Penalty: 1054.215942
	Iteration 70Q: 3 clusters Score -6565540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6565544.000000 Penalty: 1054.215942
	Iteration 71Q: 3 clusters Score -6565544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6565546.000000 Penalty: 1054.215942
	Iteration 72Q: 3 clusters Score -6565546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6565548.000000 Penalty: 1054.215942
	Iteration 73Q: 3 clusters Score -6565548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6565545.000000 Penalty: 1054.215942
	Iteration 74Q: 3 clusters Score -6565545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6565545.000000 Penalty: 1054.215942
	Iteration 75F: 3 clusters Score -6565545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -123014.234375 Penalty: 346.540894
	Iteration 0F: 2 clusters Score -123014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -121594.281250 Penalty: 693.081787
	Iteration 0F: 3 clusters Score -121594.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -122193.757812 Penalty: 693.081787
	Iteration 1F: 3 clusters Score -122193.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -122406.632812 Penalty: 693.081787
	Iteration 2F: 3 clusters Score -122406.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -122587.218750 Penalty: 693.081787
	Iteration 3F: 3 clusters Score -122587.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -122757.304688 Penalty: 693.081787
	Iteration 4F: 3 clusters Score -122757.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122877.242188 Penalty: 693.081787
	Iteration 5F: 3 clusters Score -122877.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122990.945312 Penalty: 693.081787
	Iteration 6Q: 3 clusters Score -122990.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123073.570312 Penalty: 693.081787
	Iteration 7Q: 3 clusters Score -123073.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123144.671875 Penalty: 693.081787
	Iteration 8Q: 3 clusters Score -123144.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123204.671875 Penalty: 693.081787
	Iteration 9Q: 3 clusters Score -123204.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123267.796875 Penalty: 693.081787
	Iteration 10Q: 3 clusters Score -123267.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123323.921875 Penalty: 693.081787
	Iteration 11Q: 3 clusters Score -123323.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123405.968750 Penalty: 693.081787
	Iteration 12Q: 3 clusters Score -123406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -123463.125000 Penalty: 693.081787
	Iteration 13Q: 3 clusters Score -123463.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123481.820312 Penalty: 693.081787
	Iteration 14Q: 3 clusters Score -123481.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -123499.898438 Penalty: 693.081787
	Iteration 15Q: 3 clusters Score -123499.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -123501.234375 Penalty: 693.081787
	Iteration 16Q: 3 clusters Score -123501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -123504.640625 Penalty: 693.081787
	Iteration 17Q: 3 clusters Score -123504.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -123507.531250 Penalty: 693.081787
	Iteration 18Q: 3 clusters Score -123507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -123505.914062 Penalty: 693.081787
	Iteration 19Q: 3 clusters Score -123505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -123503.390625 Penalty: 693.081787
	Iteration 20F: 3 clusters Score -123503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -123508.289062 Penalty: 693.081787
	Iteration 21Q: 3 clusters Score -123508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -123509.804688 Penalty: 693.081787
	Iteration 22Q: 3 clusters Score -123509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -123511.429688 Penalty: 693.081787
	Iteration 23Q: 3 clusters Score -123511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -123510.757812 Penalty: 693.081787
	Iteration 24Q: 3 clusters Score -123510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -123511.648438 Penalty: 693.081787
	Iteration 25Q: 3 clusters Score -123511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -123512.171875 Penalty: 693.081787
	Iteration 26Q: 3 clusters Score -123512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -123513.609375 Penalty: 693.081787
	Iteration 27Q: 3 clusters Score -123513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123512.515625 Penalty: 693.081787
	Iteration 28Q: 3 clusters Score -123512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -123513.632812 Penalty: 693.081787
	Iteration 29Q: 3 clusters Score -123513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -123513.015625 Penalty: 693.081787
	Iteration 30Q: 3 clusters Score -123513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -123513.843750 Penalty: 693.081787
	Iteration 31Q: 3 clusters Score -123513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -123513.382812 Penalty: 693.081787
	Iteration 32Q: 3 clusters Score -123513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -123513.609375 Penalty: 693.081787
	Iteration 33Q: 3 clusters Score -123513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -123515.953125 Penalty: 693.081787
	Iteration 34Q: 3 clusters Score -123516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -123517.570312 Penalty: 693.081787
	Iteration 35Q: 3 clusters Score -123517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -123517.445312 Penalty: 693.081787
	Iteration 36Q: 3 clusters Score -123517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -123520.906250 Penalty: 693.081787
	Iteration 37Q: 3 clusters Score -123520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -123523.257812 Penalty: 693.081787
	Iteration 38Q: 3 clusters Score -123523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -123525.593750 Penalty: 693.081787
	Iteration 39Q: 3 clusters Score -123525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -123527.570312 Penalty: 693.081787
	Iteration 40F: 3 clusters Score -123527.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -123526.023438 Penalty: 693.081787
	Iteration 41Q: 3 clusters Score -123526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -123524.171875 Penalty: 693.081787
	Iteration 42Q: 3 clusters Score -123524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -123527.648438 Penalty: 693.081787
	Iteration 43Q: 3 clusters Score -123527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -123527.914062 Penalty: 693.081787
	Iteration 44Q: 3 clusters Score -123527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -123528.609375 Penalty: 693.081787
	Iteration 45Q: 3 clusters Score -123528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -123529.531250 Penalty: 693.081787
	Iteration 46Q: 3 clusters Score -123529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -123531.015625 Penalty: 693.081787
	Iteration 47Q: 3 clusters Score -123531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -123530.703125 Penalty: 693.081787
	Iteration 48Q: 3 clusters Score -123530.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -123534.093750 Penalty: 693.081787
	Iteration 49Q: 3 clusters Score -123534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -123540.039062 Penalty: 693.081787
	Iteration 50Q: 3 clusters Score -123540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -123546.429688 Penalty: 693.081787
	Iteration 51Q: 3 clusters Score -123546.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -123557.679688 Penalty: 693.081787
	Iteration 52Q: 3 clusters Score -123557.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -123572.406250 Penalty: 693.081787
	Iteration 53Q: 3 clusters Score -123572.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -123586.148438 Penalty: 693.081787
	Iteration 54Q: 3 clusters Score -123586.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -123602.500000 Penalty: 693.081787
	Iteration 55Q: 3 clusters Score -123602.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -123626.890625 Penalty: 693.081787
	Iteration 56Q: 3 clusters Score -123626.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -123649.820312 Penalty: 693.081787
	Iteration 57Q: 3 clusters Score -123649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -123662.390625 Penalty: 693.081787
	Iteration 58Q: 3 clusters Score -123662.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -123677.687500 Penalty: 693.081787
	Iteration 59Q: 3 clusters Score -123677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -123684.875000 Penalty: 693.081787
	Iteration 60F: 3 clusters Score -123684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -123695.101562 Penalty: 693.081787
	Iteration 61Q: 3 clusters Score -123695.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -123699.109375 Penalty: 693.081787
	Iteration 62Q: 3 clusters Score -123699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -123700.828125 Penalty: 693.081787
	Iteration 63Q: 3 clusters Score -123700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -123703.890625 Penalty: 693.081787
	Iteration 64Q: 3 clusters Score -123703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -123705.218750 Penalty: 693.081787
	Iteration 65Q: 3 clusters Score -123705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -123703.953125 Penalty: 693.081787
	Iteration 66Q: 3 clusters Score -123704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -123703.953125 Penalty: 693.081787
	Iteration 67F: 3 clusters Score -123704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Entering Unmasked Estep 
Score: -53236328.000000 Penalty: 21830.042969
Splitting cluster 13 changes total score from -53228280.000000 to -53236328.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -118971.312500 Penalty: 342.392090
	Iteration 0F: 2 clusters Score -118971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -117618.273438 Penalty: 684.784180
	Iteration 0F: 3 clusters Score -117618.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -118027.953125 Penalty: 684.784180
	Iteration 1F: 3 clusters Score -118028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118109.640625 Penalty: 684.784180
	Iteration 2F: 3 clusters Score -118109.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -118169.718750 Penalty: 684.784180
	Iteration 3F: 3 clusters Score -118169.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -118222.554688 Penalty: 684.784180
	Iteration 4Q: 3 clusters Score -118222.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -118292.648438 Penalty: 684.784180
	Iteration 5Q: 3 clusters Score -118292.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -118370.250000 Penalty: 684.784180
	Iteration 6F: 3 clusters Score -118370.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -118421.914062 Penalty: 684.784180
	Iteration 7Q: 3 clusters Score -118421.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -118453.679688 Penalty: 684.784180
	Iteration 8Q: 3 clusters Score -118453.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -118475.648438 Penalty: 684.784180
	Iteration 9Q: 3 clusters Score -118475.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -118490.296875 Penalty: 684.784180
	Iteration 10Q: 3 clusters Score -118490.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -118497.257812 Penalty: 684.784180
	Iteration 11Q: 3 clusters Score -118497.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -118499.929688 Penalty: 684.784180
	Iteration 12Q: 3 clusters Score -118499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -118502.773438 Penalty: 684.784180
	Iteration 13Q: 3 clusters Score -118502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -118506.390625 Penalty: 684.784180
	Iteration 14Q: 3 clusters Score -118506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -118508.445312 Penalty: 684.784180
	Iteration 15Q: 3 clusters Score -118508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -118510.250000 Penalty: 684.784180
	Iteration 16Q: 3 clusters Score -118510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -118511.468750 Penalty: 684.784180
	Iteration 17Q: 3 clusters Score -118511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -118511.914062 Penalty: 684.784180
	Iteration 18Q: 3 clusters Score -118511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -118512.031250 Penalty: 684.784180
	Iteration 19Q: 3 clusters Score -118512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -118512.039062 Penalty: 684.784180
	Iteration 20F: 3 clusters Score -118512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -11775.908203 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -11775.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11302.150391 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -11302.15 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11519.112305 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -11519.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11770.697266 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -11770.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11917.403320 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -11917.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12076.988281 Penalty: 572.025818
	Iteration 4F: 3 clusters Score -12076.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12196.721680 Penalty: 572.025818
	Iteration 5F: 3 clusters Score -12196.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12265.579102 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -12265.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12297.678711 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -12297.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12321.231445 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -12321.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12361.041016 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -12361.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12401.360352 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -12401.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12424.464844 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -12424.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12435.434570 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -12435.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12441.857422 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -12441.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12446.014648 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -12446.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12449.026367 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -12449.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12450.053711 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -12450.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12451.346680 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -12451.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12452.570312 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -12452.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12453.007812 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -12453.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12500.077148 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -12500.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12591.661133 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -12591.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12616.625000 Penalty: 572.025818
	Iteration 22Q: 3 clusters Score -12616.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12628.034180 Penalty: 572.025818
	Iteration 23Q: 3 clusters Score -12628.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12633.145508 Penalty: 572.025818
	Iteration 24Q: 3 clusters Score -12633.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12635.756836 Penalty: 572.025818
	Iteration 25Q: 3 clusters Score -12635.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12635.756836 Penalty: 572.025818
	Iteration 26F: 3 clusters Score -12635.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Entering Unmasked Estep 
Score: -53236844.000000 Penalty: 22453.759766
Splitting cluster 15 changes total score from -53228280.000000 to -53236844.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -83604.687500 Penalty: 333.144165
	Iteration 0F: 2 clusters Score -83604.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -82525.335938 Penalty: 666.288330
	Iteration 0F: 3 clusters Score -82525.34 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83380.421875 Penalty: 666.288330
	Iteration 1F: 3 clusters Score -83380.42 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -83888.476562 Penalty: 666.288330
	Iteration 2F: 3 clusters Score -83888.48 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -84124.148438 Penalty: 666.288330
	Iteration 3F: 3 clusters Score -84124.15 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -84270.742188 Penalty: 666.288330
	Iteration 4F: 3 clusters Score -84270.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -84528.164062 Penalty: 666.288330
	Iteration 5Q: 3 clusters Score -84528.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -84898.398438 Penalty: 666.288330
	Iteration 6Q: 3 clusters Score -84898.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -85200.031250 Penalty: 666.288330
	Iteration 7F: 3 clusters Score -85200.03 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -86132.937500 Penalty: 666.288330
	Iteration 8F: 3 clusters Score -86132.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -86601.390625 Penalty: 666.288330
	Iteration 9Q: 3 clusters Score -86601.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -86795.023438 Penalty: 666.288330
	Iteration 10Q: 3 clusters Score -86795.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87001.546875 Penalty: 666.288330
	Iteration 11Q: 3 clusters Score -87001.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87132.625000 Penalty: 666.288330
	Iteration 12Q: 3 clusters Score -87132.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87136.406250 Penalty: 666.288330
	Iteration 13Q: 3 clusters Score -87136.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -87135.882812 Penalty: 666.288330
	Iteration 14Q: 3 clusters Score -87135.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -87135.882812 Penalty: 666.288330
	Iteration 15F: 3 clusters Score -87135.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Entering Unmasked Estep 
Score: -53240140.000000 Penalty: 23077.474609
Splitting cluster 16 changes total score from -53228280.000000 to -53240140.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 17 (93107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Entering Unmasked Estep 
Score: -5738975.500000 Penalty: 520.588440
	Iteration 0F: 2 clusters Score -5738976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5677024.500000 Penalty: 1041.176880
	Iteration 0F: 3 clusters Score -5677024 nChanged 45636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -5706479.000000 Penalty: 1041.176880
	Iteration 1F: 3 clusters Score -5706479 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -5707897.500000 Penalty: 1041.176880
	Iteration 2Q: 3 clusters Score -5707898 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -5710213.000000 Penalty: 1041.176880
	Iteration 3Q: 3 clusters Score -5710213 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5714065.000000 Penalty: 1041.176880
	Iteration 4F: 3 clusters Score -5714065 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5719476.000000 Penalty: 1041.176880
	Iteration 5F: 3 clusters Score -5719476 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5724024.000000 Penalty: 1041.176880
	Iteration 6F: 3 clusters Score -5724024 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5725759.000000 Penalty: 1041.176880
	Iteration 7Q: 3 clusters Score -5725759 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5726280.500000 Penalty: 1041.176880
	Iteration 8Q: 3 clusters Score -5726280 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5726536.000000 Penalty: 1041.176880
	Iteration 9Q: 3 clusters Score -5726536 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -5726825.000000 Penalty: 1041.176880
	Iteration 10Q: 3 clusters Score -5726825 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5727083.500000 Penalty: 1041.176880
	Iteration 11Q: 3 clusters Score -5727084 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5727350.500000 Penalty: 1041.176880
	Iteration 12Q: 3 clusters Score -5727350 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -5727749.000000 Penalty: 1041.176880
	Iteration 13Q: 3 clusters Score -5727749 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5728198.500000 Penalty: 1041.176880
	Iteration 14Q: 3 clusters Score -5728198 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5728702.000000 Penalty: 1041.176880
	Iteration 15Q: 3 clusters Score -5728702 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -5729281.000000 Penalty: 1041.176880
	Iteration 16Q: 3 clusters Score -5729281 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5729945.500000 Penalty: 1041.176880
	Iteration 17Q: 3 clusters Score -5729946 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5730640.000000 Penalty: 1041.176880
	Iteration 18Q: 3 clusters Score -5730640 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5731371.000000 Penalty: 1041.176880
	Iteration 19Q: 3 clusters Score -5731371 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5732093.000000 Penalty: 1041.176880
	Iteration 20F: 3 clusters Score -5732093 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5732778.500000 Penalty: 1041.176880
	Iteration 21Q: 3 clusters Score -5732778 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5733526.500000 Penalty: 1041.176880
	Iteration 22Q: 3 clusters Score -5733526 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5734303.500000 Penalty: 1041.176880
	Iteration 23Q: 3 clusters Score -5734304 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5734953.000000 Penalty: 1041.176880
	Iteration 24Q: 3 clusters Score -5734953 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -5735649.000000 Penalty: 1041.176880
	Iteration 25Q: 3 clusters Score -5735649 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5736197.000000 Penalty: 1041.176880
	Iteration 26Q: 3 clusters Score -5736197 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -5736707.000000 Penalty: 1041.176880
	Iteration 27Q: 3 clusters Score -5736707 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5737145.000000 Penalty: 1041.176880
	Iteration 28Q: 3 clusters Score -5737145 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5737519.000000 Penalty: 1041.176880
	Iteration 29Q: 3 clusters Score -5737519 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5737840.500000 Penalty: 1041.176880
	Iteration 30Q: 3 clusters Score -5737840 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5738137.000000 Penalty: 1041.176880
	Iteration 31Q: 3 clusters Score -5738137 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5738373.000000 Penalty: 1041.176880
	Iteration 32Q: 3 clusters Score -5738373 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5738499.000000 Penalty: 1041.176880
	Iteration 33Q: 3 clusters Score -5738499 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5738629.000000 Penalty: 1041.176880
	Iteration 34Q: 3 clusters Score -5738629 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5738743.000000 Penalty: 1041.176880
	Iteration 35Q: 3 clusters Score -5738743 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5738828.000000 Penalty: 1041.176880
	Iteration 36Q: 3 clusters Score -5738828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5738880.000000 Penalty: 1041.176880
	Iteration 37Q: 3 clusters Score -5738880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5738925.000000 Penalty: 1041.176880
	Iteration 38Q: 3 clusters Score -5738925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5738935.000000 Penalty: 1041.176880
	Iteration 39Q: 3 clusters Score -5738935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5738955.500000 Penalty: 1041.176880
	Iteration 40F: 3 clusters Score -5738956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5738948.500000 Penalty: 1041.176880
	Iteration 41Q: 3 clusters Score -5738948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5738950.500000 Penalty: 1041.176880
	Iteration 42Q: 3 clusters Score -5738950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5738951.500000 Penalty: 1041.176880
	Iteration 43Q: 3 clusters Score -5738952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5738948.500000 Penalty: 1041.176880
	Iteration 44Q: 3 clusters Score -5738948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5738947.500000 Penalty: 1041.176880
	Iteration 45Q: 3 clusters Score -5738948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5738943.500000 Penalty: 1041.176880
	Iteration 46Q: 3 clusters Score -5738944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5738944.500000 Penalty: 1041.176880
	Iteration 47Q: 3 clusters Score -5738944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5738948.000000 Penalty: 1041.176880
	Iteration 48Q: 3 clusters Score -5738948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5738951.500000 Penalty: 1041.176880
	Iteration 49Q: 3 clusters Score -5738952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5738949.500000 Penalty: 1041.176880
	Iteration 50Q: 3 clusters Score -5738950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5738949.000000 Penalty: 1041.176880
	Iteration 51Q: 3 clusters Score -5738949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5738945.500000 Penalty: 1041.176880
	Iteration 52Q: 3 clusters Score -5738946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5738948.000000 Penalty: 1041.176880
	Iteration 53Q: 3 clusters Score -5738948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5738948.000000 Penalty: 1041.176880
	Iteration 54F: 3 clusters Score -5738948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Entering Unmasked Estep 
Score: -5434571.500000 Penalty: 517.667664
	Iteration 0F: 2 clusters Score -5434572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5377206.500000 Penalty: 1035.335327
	Iteration 0F: 3 clusters Score -5377206 nChanged 42556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5402973.500000 Penalty: 1035.335327
	Iteration 1F: 3 clusters Score -5402974 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5404775.000000 Penalty: 1035.335327
	Iteration 2Q: 3 clusters Score -5404775 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5408032.500000 Penalty: 1035.335327
	Iteration 3F: 3 clusters Score -5408032 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5413204.000000 Penalty: 1035.335327
	Iteration 4F: 3 clusters Score -5413204 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5419164.500000 Penalty: 1035.335327
	Iteration 5F: 3 clusters Score -5419164 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5423146.500000 Penalty: 1035.335327
	Iteration 6F: 3 clusters Score -5423146 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -5424757.500000 Penalty: 1035.335327
	Iteration 7Q: 3 clusters Score -5424758 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -5425345.000000 Penalty: 1035.335327
	Iteration 8Q: 3 clusters Score -5425345 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5425780.000000 Penalty: 1035.335327
	Iteration 9Q: 3 clusters Score -5425780 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -5426197.500000 Penalty: 1035.335327
	Iteration 10Q: 3 clusters Score -5426198 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -5426557.500000 Penalty: 1035.335327
	Iteration 11Q: 3 clusters Score -5426558 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -5426955.500000 Penalty: 1035.335327
	Iteration 12Q: 3 clusters Score -5426956 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5427370.000000 Penalty: 1035.335327
	Iteration 13Q: 3 clusters Score -5427370 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -5427692.000000 Penalty: 1035.335327
	Iteration 14Q: 3 clusters Score -5427692 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5428143.500000 Penalty: 1035.335327
	Iteration 15Q: 3 clusters Score -5428144 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -5428513.500000 Penalty: 1035.335327
	Iteration 16Q: 3 clusters Score -5428514 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5428797.500000 Penalty: 1035.335327
	Iteration 17Q: 3 clusters Score -5428798 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5429087.000000 Penalty: 1035.335327
	Iteration 18Q: 3 clusters Score -5429087 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -5429386.000000 Penalty: 1035.335327
	Iteration 19Q: 3 clusters Score -5429386 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5429675.000000 Penalty: 1035.335327
	Iteration 20F: 3 clusters Score -5429675 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61579 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5429941.000000 Penalty: 1035.335327
	Iteration 21Q: 3 clusters Score -5429941 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5430118.500000 Penalty: 1035.335327
	Iteration 22Q: 3 clusters Score -5430118 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5430330.500000 Penalty: 1035.335327
	Iteration 23Q: 3 clusters Score -5430330 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -5430478.500000 Penalty: 1035.335327
	Iteration 24Q: 3 clusters Score -5430478 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5430663.500000 Penalty: 1035.335327
	Iteration 25Q: 3 clusters Score -5430664 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5430916.000000 Penalty: 1035.335327
	Iteration 26Q: 3 clusters Score -5430916 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5431118.000000 Penalty: 1035.335327
	Iteration 27Q: 3 clusters Score -5431118 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5431285.500000 Penalty: 1035.335327
	Iteration 28Q: 3 clusters Score -5431286 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -5431427.000000 Penalty: 1035.335327
	Iteration 29Q: 3 clusters Score -5431427 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5431547.500000 Penalty: 1035.335327
	Iteration 30Q: 3 clusters Score -5431548 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -5431690.000000 Penalty: 1035.335327
	Iteration 31Q: 3 clusters Score -5431690 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5431830.500000 Penalty: 1035.335327
	Iteration 32Q: 3 clusters Score -5431830 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -5431904.000000 Penalty: 1035.335327
	Iteration 33Q: 3 clusters Score -5431904 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5432009.000000 Penalty: 1035.335327
	Iteration 34Q: 3 clusters Score -5432009 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5432097.000000 Penalty: 1035.335327
	Iteration 35Q: 3 clusters Score -5432097 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5432177.500000 Penalty: 1035.335327
	Iteration 36Q: 3 clusters Score -5432178 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -5432287.500000 Penalty: 1035.335327
	Iteration 37Q: 3 clusters Score -5432288 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -5432382.500000 Penalty: 1035.335327
	Iteration 38Q: 3 clusters Score -5432382 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5432483.500000 Penalty: 1035.335327
	Iteration 39Q: 3 clusters Score -5432484 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5432580.500000 Penalty: 1035.335327
	Iteration 40F: 3 clusters Score -5432580 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -5432710.000000 Penalty: 1035.335327
	Iteration 41Q: 3 clusters Score -5432710 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5432838.000000 Penalty: 1035.335327
	Iteration 42Q: 3 clusters Score -5432838 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -5432975.000000 Penalty: 1035.335327
	Iteration 43Q: 3 clusters Score -5432975 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -5433084.000000 Penalty: 1035.335327
	Iteration 44Q: 3 clusters Score -5433084 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -5433152.000000 Penalty: 1035.335327
	Iteration 45Q: 3 clusters Score -5433152 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5433238.500000 Penalty: 1035.335327
	Iteration 46Q: 3 clusters Score -5433238 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -5433336.000000 Penalty: 1035.335327
	Iteration 47Q: 3 clusters Score -5433336 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5433448.000000 Penalty: 1035.335327
	Iteration 48Q: 3 clusters Score -5433448 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -5433523.500000 Penalty: 1035.335327
	Iteration 49Q: 3 clusters Score -5433524 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -5433603.500000 Penalty: 1035.335327
	Iteration 50Q: 3 clusters Score -5433604 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5433703.500000 Penalty: 1035.335327
	Iteration 51Q: 3 clusters Score -5433704 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5433767.000000 Penalty: 1035.335327
	Iteration 52Q: 3 clusters Score -5433767 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5433845.500000 Penalty: 1035.335327
	Iteration 53Q: 3 clusters Score -5433846 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -5433907.000000 Penalty: 1035.335327
	Iteration 54Q: 3 clusters Score -5433907 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -5433968.000000 Penalty: 1035.335327
	Iteration 55Q: 3 clusters Score -5433968 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5433999.500000 Penalty: 1035.335327
	Iteration 56Q: 3 clusters Score -5434000 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5434044.000000 Penalty: 1035.335327
	Iteration 57Q: 3 clusters Score -5434044 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5434104.500000 Penalty: 1035.335327
	Iteration 58Q: 3 clusters Score -5434104 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5434121.000000 Penalty: 1035.335327
	Iteration 59Q: 3 clusters Score -5434121 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5434118.500000 Penalty: 1035.335327
	Iteration 60F: 3 clusters Score -5434118 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5434151.000000 Penalty: 1035.335327
	Iteration 61Q: 3 clusters Score -5434151 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5434137.000000 Penalty: 1035.335327
	Iteration 62Q: 3 clusters Score -5434137 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5434153.500000 Penalty: 1035.335327
	Iteration 63Q: 3 clusters Score -5434154 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5434176.000000 Penalty: 1035.335327
	Iteration 64Q: 3 clusters Score -5434176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5434201.000000 Penalty: 1035.335327
	Iteration 65Q: 3 clusters Score -5434201 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5434207.500000 Penalty: 1035.335327
	Iteration 66Q: 3 clusters Score -5434208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5434220.000000 Penalty: 1035.335327
	Iteration 67Q: 3 clusters Score -5434220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5434222.000000 Penalty: 1035.335327
	Iteration 68Q: 3 clusters Score -5434222 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5434236.500000 Penalty: 1035.335327
	Iteration 69Q: 3 clusters Score -5434236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5434230.500000 Penalty: 1035.335327
	Iteration 70Q: 3 clusters Score -5434230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5434247.500000 Penalty: 1035.335327
	Iteration 71Q: 3 clusters Score -5434248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5434257.500000 Penalty: 1035.335327
	Iteration 72Q: 3 clusters Score -5434258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5434257.000000 Penalty: 1035.335327
	Iteration 73Q: 3 clusters Score -5434257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5434269.500000 Penalty: 1035.335327
	Iteration 74Q: 3 clusters Score -5434270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5434275.000000 Penalty: 1035.335327
	Iteration 75Q: 3 clusters Score -5434275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5434275.000000 Penalty: 1035.335327
	Iteration 76Q: 3 clusters Score -5434275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5434282.000000 Penalty: 1035.335327
	Iteration 77Q: 3 clusters Score -5434282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5434290.500000 Penalty: 1035.335327
	Iteration 78Q: 3 clusters Score -5434290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5434283.000000 Penalty: 1035.335327
	Iteration 79Q: 3 clusters Score -5434283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5434286.500000 Penalty: 1035.335327
	Iteration 80F: 3 clusters Score -5434286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5434289.500000 Penalty: 1035.335327
	Iteration 81Q: 3 clusters Score -5434290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5434280.000000 Penalty: 1035.335327
	Iteration 82Q: 3 clusters Score -5434280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5434282.000000 Penalty: 1035.335327
	Iteration 83Q: 3 clusters Score -5434282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5434277.500000 Penalty: 1035.335327
	Iteration 84Q: 3 clusters Score -5434278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5434278.000000 Penalty: 1035.335327
	Iteration 85Q: 3 clusters Score -5434278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5434281.000000 Penalty: 1035.335327
	Iteration 86Q: 3 clusters Score -5434281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5434274.000000 Penalty: 1035.335327
	Iteration 87Q: 3 clusters Score -5434274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5434274.500000 Penalty: 1035.335327
	Iteration 88Q: 3 clusters Score -5434274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5434273.000000 Penalty: 1035.335327
	Iteration 89Q: 3 clusters Score -5434273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5434270.000000 Penalty: 1035.335327
	Iteration 90Q: 3 clusters Score -5434270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5434272.500000 Penalty: 1035.335327
	Iteration 91Q: 3 clusters Score -5434272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5434280.000000 Penalty: 1035.335327
	Iteration 92Q: 3 clusters Score -5434280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5434280.000000 Penalty: 1035.335327
	Iteration 93Q: 3 clusters Score -5434280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5434280.500000 Penalty: 1035.335327
	Iteration 94Q: 3 clusters Score -5434280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5434280.500000 Penalty: 1035.335327
	Iteration 95F: 3 clusters Score -5434280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -43592.140625 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -43592.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43076.328125 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -43076.33 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43563.589844 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -43563.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43744.617188 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -43744.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43800.003906 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -43800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43844.527344 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -43844.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -43860.914062 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -43860.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -43871.050781 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -43871.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -43878.980469 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -43878.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -43882.093750 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -43882.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -43887.003906 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -43887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -43887.003906 Penalty: 586.126160
	Iteration 10F: 3 clusters Score -43887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 67 members 
Entering Unmasked Estep 
Score: -53240084.000000 Penalty: 23701.189453
Splitting cluster 19 changes total score from -53228280.000000 to -53240084.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -43184.285156 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -43184.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42608.480469 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -42608.48 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42987.277344 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -42987.28 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43094.234375 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -43094.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43185.160156 Penalty: 597.310852
	Iteration 3F: 3 clusters Score -43185.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43268.757812 Penalty: 597.310852
	Iteration 4F: 3 clusters Score -43268.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43290.191406 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -43290.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43299.250000 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -43299.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43307.910156 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -43307.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43309.406250 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -43309.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43309.406250 Penalty: 597.310852
	Iteration 9F: 3 clusters Score -43309.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 67 members 
Mstep: Class 39 contains 314 members 
Entering Unmasked Estep 
Score: -53239852.000000 Penalty: 24324.906250
Splitting cluster 20 changes total score from -53228280.000000 to -53239852.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 21 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -46075.093750 Penalty: 313.707489
	Iteration 0F: 2 clusters Score -46075.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45459.039062 Penalty: 627.414978
	Iteration 0F: 3 clusters Score -45459.04 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46751.628906 Penalty: 627.414978
	Iteration 1F: 3 clusters Score -46751.63 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47709.789062 Penalty: 627.414978
	Iteration 2F: 3 clusters Score -47709.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -47933.792969 Penalty: 627.414978
	Iteration 3F: 3 clusters Score -47933.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47978.773438 Penalty: 627.414978
	Iteration 4Q: 3 clusters Score -47978.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48042.398438 Penalty: 627.414978
	Iteration 5Q: 3 clusters Score -48042.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48104.437500 Penalty: 627.414978
	Iteration 6Q: 3 clusters Score -48104.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48160.695312 Penalty: 627.414978
	Iteration 7Q: 3 clusters Score -48160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48219.410156 Penalty: 627.414978
	Iteration 8Q: 3 clusters Score -48219.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48235.335938 Penalty: 627.414978
	Iteration 9Q: 3 clusters Score -48235.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48243.062500 Penalty: 627.414978
	Iteration 10Q: 3 clusters Score -48243.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -48247.093750 Penalty: 627.414978
	Iteration 11Q: 3 clusters Score -48247.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48245.523438 Penalty: 627.414978
	Iteration 12Q: 3 clusters Score -48245.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48245.523438 Penalty: 627.414978
	Iteration 13F: 3 clusters Score -48245.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 67 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 376 members 
Entering Unmasked Estep 
Score: -53241648.000000 Penalty: 24948.621094
Splitting cluster 21 changes total score from -53228280.000000 to -53241648.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (86422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Entering Unmasked Estep 
Score: -5413042.500000 Penalty: 517.198425
	Iteration 0F: 2 clusters Score -5413042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5356101.000000 Penalty: 1034.396851
	Iteration 0F: 3 clusters Score -5356101 nChanged 42293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -5382856.500000 Penalty: 1034.396851
	Iteration 1F: 3 clusters Score -5382856 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -5385341.000000 Penalty: 1034.396851
	Iteration 2F: 3 clusters Score -5385341 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -5389419.000000 Penalty: 1034.396851
	Iteration 3F: 3 clusters Score -5389419 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -5395402.000000 Penalty: 1034.396851
	Iteration 4F: 3 clusters Score -5395402 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -5401613.500000 Penalty: 1034.396851
	Iteration 5F: 3 clusters Score -5401614 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -5405973.500000 Penalty: 1034.396851
	Iteration 6F: 3 clusters Score -5405974 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -5408357.500000 Penalty: 1034.396851
	Iteration 7Q: 3 clusters Score -5408358 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -5409740.500000 Penalty: 1034.396851
	Iteration 8Q: 3 clusters Score -5409740 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -5410576.000000 Penalty: 1034.396851
	Iteration 9Q: 3 clusters Score -5410576 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -5411164.500000 Penalty: 1034.396851
	Iteration 10Q: 3 clusters Score -5411164 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -5411545.000000 Penalty: 1034.396851
	Iteration 11Q: 3 clusters Score -5411545 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -5411813.500000 Penalty: 1034.396851
	Iteration 12Q: 3 clusters Score -5411814 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -5412001.000000 Penalty: 1034.396851
	Iteration 13Q: 3 clusters Score -5412001 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -5412119.000000 Penalty: 1034.396851
	Iteration 14Q: 3 clusters Score -5412119 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -5412182.500000 Penalty: 1034.396851
	Iteration 15Q: 3 clusters Score -5412182 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -5412250.000000 Penalty: 1034.396851
	Iteration 16Q: 3 clusters Score -5412250 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -5412344.000000 Penalty: 1034.396851
	Iteration 17Q: 3 clusters Score -5412344 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -5412400.000000 Penalty: 1034.396851
	Iteration 18Q: 3 clusters Score -5412400 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -5412425.000000 Penalty: 1034.396851
	Iteration 19Q: 3 clusters Score -5412425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -5412456.000000 Penalty: 1034.396851
	Iteration 20F: 3 clusters Score -5412456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -5412482.500000 Penalty: 1034.396851
	Iteration 21Q: 3 clusters Score -5412482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -5412504.500000 Penalty: 1034.396851
	Iteration 22Q: 3 clusters Score -5412504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -5412510.000000 Penalty: 1034.396851
	Iteration 23Q: 3 clusters Score -5412510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -5412537.500000 Penalty: 1034.396851
	Iteration 24Q: 3 clusters Score -5412538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -5412543.000000 Penalty: 1034.396851
	Iteration 25Q: 3 clusters Score -5412543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -5412547.000000 Penalty: 1034.396851
	Iteration 26Q: 3 clusters Score -5412547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -5412551.500000 Penalty: 1034.396851
	Iteration 27Q: 3 clusters Score -5412552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -5412563.000000 Penalty: 1034.396851
	Iteration 28Q: 3 clusters Score -5412563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -5412573.000000 Penalty: 1034.396851
	Iteration 29Q: 3 clusters Score -5412573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -5412591.000000 Penalty: 1034.396851
	Iteration 30Q: 3 clusters Score -5412591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -5412611.500000 Penalty: 1034.396851
	Iteration 31Q: 3 clusters Score -5412612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -5412607.000000 Penalty: 1034.396851
	Iteration 32Q: 3 clusters Score -5412607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -5412616.000000 Penalty: 1034.396851
	Iteration 33Q: 3 clusters Score -5412616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -5412615.000000 Penalty: 1034.396851
	Iteration 34Q: 3 clusters Score -5412615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -5412621.500000 Penalty: 1034.396851
	Iteration 35Q: 3 clusters Score -5412622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -5412625.000000 Penalty: 1034.396851
	Iteration 36Q: 3 clusters Score -5412625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -5412621.500000 Penalty: 1034.396851
	Iteration 37Q: 3 clusters Score -5412622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -5412623.000000 Penalty: 1034.396851
	Iteration 38Q: 3 clusters Score -5412623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -5412621.500000 Penalty: 1034.396851
	Iteration 39Q: 3 clusters Score -5412622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -5412624.500000 Penalty: 1034.396851
	Iteration 40F: 3 clusters Score -5412624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -5412623.500000 Penalty: 1034.396851
	Iteration 41Q: 3 clusters Score -5412624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
Score: -5412617.500000 Penalty: 1034.396851
	Iteration 42Q: 3 clusters Score -5412618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -5412622.000000 Penalty: 1034.396851
	Iteration 43Q: 3 clusters Score -5412622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -5412626.000000 Penalty: 1034.396851
	Iteration 44Q: 3 clusters Score -5412626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -5412629.500000 Penalty: 1034.396851
	Iteration 45Q: 3 clusters Score -5412630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -5412631.500000 Penalty: 1034.396851
	Iteration 46Q: 3 clusters Score -5412632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -5412627.000000 Penalty: 1034.396851
	Iteration 47Q: 3 clusters Score -5412627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -5412626.500000 Penalty: 1034.396851
	Iteration 48Q: 3 clusters Score -5412626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -5412627.000000 Penalty: 1034.396851
	Iteration 49Q: 3 clusters Score -5412627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -5412630.500000 Penalty: 1034.396851
	Iteration 50Q: 3 clusters Score -5412630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -5412631.500000 Penalty: 1034.396851
	Iteration 51Q: 3 clusters Score -5412632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -5412628.000000 Penalty: 1034.396851
	Iteration 52Q: 3 clusters Score -5412628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -5412629.500000 Penalty: 1034.396851
	Iteration 53Q: 3 clusters Score -5412630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -5412627.500000 Penalty: 1034.396851
	Iteration 54Q: 3 clusters Score -5412628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -5412625.500000 Penalty: 1034.396851
	Iteration 55Q: 3 clusters Score -5412626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -5412626.000000 Penalty: 1034.396851
	Iteration 56Q: 3 clusters Score -5412626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -5412631.500000 Penalty: 1034.396851
	Iteration 57Q: 3 clusters Score -5412632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -5412631.500000 Penalty: 1034.396851
	Iteration 58F: 3 clusters Score -5412632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Entering Unmasked Estep 
Score: -3288398.000000 Penalty: 493.802734
	Iteration 0F: 2 clusters Score -3288398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3253598.250000 Penalty: 987.605469
	Iteration 0F: 3 clusters Score -3253598 nChanged 25192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3268411.750000 Penalty: 987.605469
	Iteration 1F: 3 clusters Score -3268412 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3268705.000000 Penalty: 987.605469
	Iteration 2Q: 3 clusters Score -3268705 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3268996.500000 Penalty: 987.605469
	Iteration 3Q: 3 clusters Score -3268996 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3269336.250000 Penalty: 987.605469
	Iteration 4Q: 3 clusters Score -3269336 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3269798.750000 Penalty: 987.605469
	Iteration 5Q: 3 clusters Score -3269799 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3270490.000000 Penalty: 987.605469
	Iteration 6Q: 3 clusters Score -3270490 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3271550.500000 Penalty: 987.605469
	Iteration 7Q: 3 clusters Score -3271550 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3273274.500000 Penalty: 987.605469
	Iteration 8F: 3 clusters Score -3273274 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3275767.500000 Penalty: 987.605469
	Iteration 9F: 3 clusters Score -3275768 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3278370.500000 Penalty: 987.605469
	Iteration 10F: 3 clusters Score -3278370 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3279944.000000 Penalty: 987.605469
	Iteration 11F: 3 clusters Score -3279944 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -3280529.250000 Penalty: 987.605469
	Iteration 12Q: 3 clusters Score -3280529 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3280737.500000 Penalty: 987.605469
	Iteration 13Q: 3 clusters Score -3280738 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3280885.250000 Penalty: 987.605469
	Iteration 14Q: 3 clusters Score -3280885 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3281035.000000 Penalty: 987.605469
	Iteration 15Q: 3 clusters Score -3281035 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3281189.750000 Penalty: 987.605469
	Iteration 16Q: 3 clusters Score -3281190 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3281388.250000 Penalty: 987.605469
	Iteration 17Q: 3 clusters Score -3281388 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3281617.000000 Penalty: 987.605469
	Iteration 18Q: 3 clusters Score -3281617 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3281846.250000 Penalty: 987.605469
	Iteration 19Q: 3 clusters Score -3281846 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3282084.500000 Penalty: 987.605469
	Iteration 20F: 3 clusters Score -3282084 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3282355.500000 Penalty: 987.605469
	Iteration 21Q: 3 clusters Score -3282356 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3282605.250000 Penalty: 987.605469
	Iteration 22Q: 3 clusters Score -3282605 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3282854.500000 Penalty: 987.605469
	Iteration 23Q: 3 clusters Score -3282854 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3283088.000000 Penalty: 987.605469
	Iteration 24Q: 3 clusters Score -3283088 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3283288.250000 Penalty: 987.605469
	Iteration 25Q: 3 clusters Score -3283288 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3283511.000000 Penalty: 987.605469
	Iteration 26Q: 3 clusters Score -3283511 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3283703.250000 Penalty: 987.605469
	Iteration 27Q: 3 clusters Score -3283703 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3283910.500000 Penalty: 987.605469
	Iteration 28Q: 3 clusters Score -3283910 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3284111.250000 Penalty: 987.605469
	Iteration 29Q: 3 clusters Score -3284111 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3284330.000000 Penalty: 987.605469
	Iteration 30Q: 3 clusters Score -3284330 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3284547.000000 Penalty: 987.605469
	Iteration 31Q: 3 clusters Score -3284547 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3284781.250000 Penalty: 987.605469
	Iteration 32Q: 3 clusters Score -3284781 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3284970.750000 Penalty: 987.605469
	Iteration 33Q: 3 clusters Score -3284971 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3285183.500000 Penalty: 987.605469
	Iteration 34Q: 3 clusters Score -3285184 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3285403.250000 Penalty: 987.605469
	Iteration 35Q: 3 clusters Score -3285403 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3285619.750000 Penalty: 987.605469
	Iteration 36Q: 3 clusters Score -3285620 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3285824.750000 Penalty: 987.605469
	Iteration 37Q: 3 clusters Score -3285825 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3286024.500000 Penalty: 987.605469
	Iteration 38Q: 3 clusters Score -3286024 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3286228.750000 Penalty: 987.605469
	Iteration 39Q: 3 clusters Score -3286229 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3286396.250000 Penalty: 987.605469
	Iteration 40F: 3 clusters Score -3286396 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3286585.250000 Penalty: 987.605469
	Iteration 41Q: 3 clusters Score -3286585 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3286741.250000 Penalty: 987.605469
	Iteration 42Q: 3 clusters Score -3286741 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3286867.000000 Penalty: 987.605469
	Iteration 43Q: 3 clusters Score -3286867 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3286992.500000 Penalty: 987.605469
	Iteration 44Q: 3 clusters Score -3286992 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3287113.000000 Penalty: 987.605469
	Iteration 45Q: 3 clusters Score -3287113 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3287229.500000 Penalty: 987.605469
	Iteration 46Q: 3 clusters Score -3287230 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3287334.500000 Penalty: 987.605469
	Iteration 47Q: 3 clusters Score -3287334 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3287417.500000 Penalty: 987.605469
	Iteration 48Q: 3 clusters Score -3287418 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3287490.000000 Penalty: 987.605469
	Iteration 49Q: 3 clusters Score -3287490 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3287567.750000 Penalty: 987.605469
	Iteration 50Q: 3 clusters Score -3287568 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3287630.500000 Penalty: 987.605469
	Iteration 51Q: 3 clusters Score -3287630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3287703.250000 Penalty: 987.605469
	Iteration 52Q: 3 clusters Score -3287703 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3287745.500000 Penalty: 987.605469
	Iteration 53Q: 3 clusters Score -3287746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3287795.250000 Penalty: 987.605469
	Iteration 54Q: 3 clusters Score -3287795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3287858.250000 Penalty: 987.605469
	Iteration 55Q: 3 clusters Score -3287858 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3287902.750000 Penalty: 987.605469
	Iteration 56Q: 3 clusters Score -3287903 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3287926.250000 Penalty: 987.605469
	Iteration 57Q: 3 clusters Score -3287926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3287943.250000 Penalty: 987.605469
	Iteration 58Q: 3 clusters Score -3287943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3287948.000000 Penalty: 987.605469
	Iteration 59Q: 3 clusters Score -3287948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3287960.750000 Penalty: 987.605469
	Iteration 60F: 3 clusters Score -3287961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3287967.750000 Penalty: 987.605469
	Iteration 61Q: 3 clusters Score -3287968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3287969.250000 Penalty: 987.605469
	Iteration 62Q: 3 clusters Score -3287969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3287974.250000 Penalty: 987.605469
	Iteration 63Q: 3 clusters Score -3287974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3287979.000000 Penalty: 987.605469
	Iteration 64Q: 3 clusters Score -3287979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3287984.750000 Penalty: 987.605469
	Iteration 65Q: 3 clusters Score -3287985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3287981.000000 Penalty: 987.605469
	Iteration 66Q: 3 clusters Score -3287981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3287992.250000 Penalty: 987.605469
	Iteration 67Q: 3 clusters Score -3287992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3287994.000000 Penalty: 987.605469
	Iteration 68Q: 3 clusters Score -3287994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3288003.250000 Penalty: 987.605469
	Iteration 69Q: 3 clusters Score -3288003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3288020.000000 Penalty: 987.605469
	Iteration 70Q: 3 clusters Score -3288020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3288026.000000 Penalty: 987.605469
	Iteration 71Q: 3 clusters Score -3288026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3288029.250000 Penalty: 987.605469
	Iteration 72Q: 3 clusters Score -3288029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3288035.000000 Penalty: 987.605469
	Iteration 73Q: 3 clusters Score -3288035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3288040.750000 Penalty: 987.605469
	Iteration 74Q: 3 clusters Score -3288041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3288041.750000 Penalty: 987.605469
	Iteration 75Q: 3 clusters Score -3288042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3288041.500000 Penalty: 987.605469
	Iteration 76Q: 3 clusters Score -3288042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3288040.750000 Penalty: 987.605469
	Iteration 77Q: 3 clusters Score -3288041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3288039.750000 Penalty: 987.605469
	Iteration 78Q: 3 clusters Score -3288040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3288044.250000 Penalty: 987.605469
	Iteration 79Q: 3 clusters Score -3288044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3288044.500000 Penalty: 987.605469
	Iteration 80F: 3 clusters Score -3288044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3288045.500000 Penalty: 987.605469
	Iteration 81Q: 3 clusters Score -3288046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3288051.500000 Penalty: 987.605469
	Iteration 82Q: 3 clusters Score -3288052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3288056.750000 Penalty: 987.605469
	Iteration 83Q: 3 clusters Score -3288057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3288060.000000 Penalty: 987.605469
	Iteration 84Q: 3 clusters Score -3288060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3288060.750000 Penalty: 987.605469
	Iteration 85Q: 3 clusters Score -3288061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3288063.750000 Penalty: 987.605469
	Iteration 86Q: 3 clusters Score -3288064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3288063.250000 Penalty: 987.605469
	Iteration 87Q: 3 clusters Score -3288063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3288065.000000 Penalty: 987.605469
	Iteration 88Q: 3 clusters Score -3288065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3288065.750000 Penalty: 987.605469
	Iteration 89Q: 3 clusters Score -3288066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3288065.250000 Penalty: 987.605469
	Iteration 90Q: 3 clusters Score -3288065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3288065.000000 Penalty: 987.605469
	Iteration 91Q: 3 clusters Score -3288065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3288066.500000 Penalty: 987.605469
	Iteration 92Q: 3 clusters Score -3288066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3288064.750000 Penalty: 987.605469
	Iteration 93Q: 3 clusters Score -3288065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3288068.500000 Penalty: 987.605469
	Iteration 94Q: 3 clusters Score -3288068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3288067.250000 Penalty: 987.605469
	Iteration 95Q: 3 clusters Score -3288067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3288067.000000 Penalty: 987.605469
	Iteration 96Q: 3 clusters Score -3288067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3288067.000000 Penalty: 987.605469
	Iteration 97F: 3 clusters Score -3288067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -164073.281250 Penalty: 358.022980
	Iteration 0F: 2 clusters Score -164073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -162278.171875 Penalty: 716.045959
	Iteration 0F: 3 clusters Score -162278.2 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -163080.859375 Penalty: 716.045959
	Iteration 1F: 3 clusters Score -163080.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163369.250000 Penalty: 716.045959
	Iteration 2F: 3 clusters Score -163369.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -163639.171875 Penalty: 716.045959
	Iteration 3F: 3 clusters Score -163639.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163792.218750 Penalty: 716.045959
	Iteration 4F: 3 clusters Score -163792.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -163869.421875 Penalty: 716.045959
	Iteration 5Q: 3 clusters Score -163869.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -163915.234375 Penalty: 716.045959
	Iteration 6Q: 3 clusters Score -163915.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163955.187500 Penalty: 716.045959
	Iteration 7Q: 3 clusters Score -163955.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -163997.984375 Penalty: 716.045959
	Iteration 8Q: 3 clusters Score -163998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -164034.265625 Penalty: 716.045959
	Iteration 9Q: 3 clusters Score -164034.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -164076.625000 Penalty: 716.045959
	Iteration 10Q: 3 clusters Score -164076.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -164112.296875 Penalty: 716.045959
	Iteration 11Q: 3 clusters Score -164112.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -164134.406250 Penalty: 716.045959
	Iteration 12Q: 3 clusters Score -164134.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -164152.328125 Penalty: 716.045959
	Iteration 13Q: 3 clusters Score -164152.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -164165.703125 Penalty: 716.045959
	Iteration 14Q: 3 clusters Score -164165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164171.906250 Penalty: 716.045959
	Iteration 15Q: 3 clusters Score -164171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -164178.562500 Penalty: 716.045959
	Iteration 16Q: 3 clusters Score -164178.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -164182.484375 Penalty: 716.045959
	Iteration 17Q: 3 clusters Score -164182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -164185.718750 Penalty: 716.045959
	Iteration 18Q: 3 clusters Score -164185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -164189.828125 Penalty: 716.045959
	Iteration 19Q: 3 clusters Score -164189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -164192.906250 Penalty: 716.045959
	Iteration 20F: 3 clusters Score -164192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -164194.609375 Penalty: 716.045959
	Iteration 21Q: 3 clusters Score -164194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164195.750000 Penalty: 716.045959
	Iteration 22Q: 3 clusters Score -164195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164195.515625 Penalty: 716.045959
	Iteration 23Q: 3 clusters Score -164195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -164195.515625 Penalty: 716.045959
	Iteration 24F: 3 clusters Score -164195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 591 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 67 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 383 members 
Entering Unmasked Estep 
Score: -53241496.000000 Penalty: 25572.335938
Splitting cluster 24 changes total score from -53228280.000000 to -53241496.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -23146.210938 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -23146.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22637.962891 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -22637.96 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23210.552734 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -23210.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23713.683594 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -23713.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24196.607422 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -24196.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24425.466797 Penalty: 580.745239
	Iteration 4F: 3 clusters Score -24425.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24521.015625 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -24521.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24575.576172 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -24575.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24590.656250 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -24590.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24594.500000 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -24594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24594.500000 Penalty: 580.745239
	Iteration 9F: 3 clusters Score -24594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 67 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 293 members 
Entering Unmasked Estep 
Score: -53242592.000000 Penalty: 26196.052734
Splitting cluster 25 changes total score from -53228280.000000 to -53242592.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -17877.642578 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -17877.64 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 170 members 
Entering Unmasked Estep 
Score: -17490.335938 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -17490.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17664.808594 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -17664.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17833.275391 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -17833.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17932.074219 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -17932.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17956.595703 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -17956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17989.208984 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -17989.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18013.595703 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -18013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18017.462891 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -18017.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18026.748047 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -18026.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18029.234375 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -18029.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18029.234375 Penalty: 532.811523
	Iteration 10F: 3 clusters Score -18029.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 3976 members 
Mstep: Class 28 contains 143786 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1632 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 1454 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 67 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 200 members 
Entering Unmasked Estep 
Score: -53242376.000000 Penalty: 26819.767578
Splitting cluster 26 changes total score from -53228280.000000 to -53242376.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 89742 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 941 members 
Mstep: Class 7 contains 101572 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 107451 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 93107 members 
Mstep: Class 18 contains 87318 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 86422 members 
Mstep: Class 23 contains 51679 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53244828.000000 Penalty: 26819.767578
Iteration 79Q: 44 clusters Score -5.324483e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 89559 members 
Mstep: Class 3 contains 104078 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 104969 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 500 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 107073 members 
Mstep: Class 13 contains 589 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 92003 members 
Mstep: Class 18 contains 86324 members 
Mstep: Class 19 contains 572 members 
Mstep: Class 20 contains 411 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 86370 members 
Mstep: Class 23 contains 52869 members 
Mstep: Class 24 contains 2246 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 140 members 
Mstep: Class 27 contains 3919 members 
Mstep: Class 28 contains 141602 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 675 members 
Mstep: Class 31 contains 3497 members 
Mstep: Class 32 contains 930 members 
Mstep: Class 33 contains 1622 members 
Mstep: Class 34 contains 493 members 
Mstep: Class 35 contains 1438 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 942 members 
Mstep: Class 38 contains 80 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 281 members 
Mstep: Class 43 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53248648.000000 Penalty: 26819.767578
Iteration 80F: 44 clusters Score -5.324865e+07 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 89194 members 
Mstep: Class 3 contains 104633 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 922 members 
Mstep: Class 7 contains 107838 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 501 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 106275 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 510 members 
Mstep: Class 17 contains 90288 members 
Mstep: Class 18 contains 85477 members 
Mstep: Class 19 contains 569 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 86249 members 
Mstep: Class 23 contains 54267 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 134 members 
Mstep: Class 27 contains 4153 members 
Mstep: Class 28 contains 140124 members 
Mstep: Class 29 contains 3295 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 3702 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 1635 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 1520 members 
Mstep: Class 36 contains 312 members 
Mstep: Class 37 contains 939 members 
Mstep: Class 38 contains 85 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 383 members 
Mstep: Class 42 contains 289 members 
Mstep: Class 43 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53250828.000000 Penalty: 26819.767578
Iteration 81Q: 44 clusters Score -5.325083e+07 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 88809 members 
Mstep: Class 3 contains 104838 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 110657 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 498 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 105431 members 
Mstep: Class 13 contains 585 members 
Mstep: Class 14 contains 1984 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 88971 members 
Mstep: Class 18 contains 84745 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 86314 members 
Mstep: Class 23 contains 55659 members 
Mstep: Class 24 contains 2112 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 133 members 
Mstep: Class 27 contains 4326 members 
Mstep: Class 28 contains 138550 members 
Mstep: Class 29 contains 3295 members 
Mstep: Class 30 contains 669 members 
Mstep: Class 31 contains 3812 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1650 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 935 members 
Mstep: Class 38 contains 92 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 400 members 
Mstep: Class 41 contains 376 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53252712.000000 Penalty: 26819.767578
Iteration 82Q: 44 clusters Score -5.325271e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 88340 members 
Mstep: Class 3 contains 104715 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 113214 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 104721 members 
Mstep: Class 13 contains 587 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 88088 members 
Mstep: Class 18 contains 84197 members 
Mstep: Class 19 contains 559 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 86511 members 
Mstep: Class 23 contains 57068 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 133 members 
Mstep: Class 27 contains 4452 members 
Mstep: Class 28 contains 136836 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 3875 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1660 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 1627 members 
Mstep: Class 36 contains 317 members 
Mstep: Class 37 contains 931 members 
Mstep: Class 38 contains 97 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 408 members 
Mstep: Class 41 contains 362 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53254592.000000 Penalty: 26819.767578
Iteration 83Q: 44 clusters Score -5.325459e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 87849 members 
Mstep: Class 3 contains 104472 members 
Mstep: Class 4 contains 1533 members 
Mstep: Class 5 contains 1250 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 115409 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 104045 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 448 members 
Mstep: Class 17 contains 87443 members 
Mstep: Class 18 contains 83953 members 
Mstep: Class 19 contains 556 members 
Mstep: Class 20 contains 386 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 86813 members 
Mstep: Class 23 contains 58483 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 132 members 
Mstep: Class 27 contains 4556 members 
Mstep: Class 28 contains 134984 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 950 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 486 members 
Mstep: Class 35 contains 1669 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 102 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 408 members 
Mstep: Class 41 contains 355 members 
Mstep: Class 42 contains 301 members 
Mstep: Class 43 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53256592.000000 Penalty: 26819.767578
Iteration 84Q: 44 clusters Score -5.325659e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 87384 members 
Mstep: Class 3 contains 104206 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 117372 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 103423 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 87162 members 
Mstep: Class 18 contains 83840 members 
Mstep: Class 19 contains 552 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 87120 members 
Mstep: Class 23 contains 59858 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 132882 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 675 members 
Mstep: Class 31 contains 3965 members 
Mstep: Class 32 contains 956 members 
Mstep: Class 33 contains 1673 members 
Mstep: Class 34 contains 480 members 
Mstep: Class 35 contains 1702 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 108 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 407 members 
Mstep: Class 41 contains 352 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53258268.000000 Penalty: 26819.767578
Iteration 85Q: 44 clusters Score -5.325827e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 86968 members 
Mstep: Class 3 contains 103930 members 
Mstep: Class 4 contains 1562 members 
Mstep: Class 5 contains 1265 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 119051 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 102792 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 2206 members 
Mstep: Class 15 contains 258 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 87036 members 
Mstep: Class 18 contains 83830 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 87521 members 
Mstep: Class 23 contains 61337 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 134 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 130592 members 
Mstep: Class 29 contains 3312 members 
Mstep: Class 30 contains 676 members 
Mstep: Class 31 contains 4004 members 
Mstep: Class 32 contains 956 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 473 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 402 members 
Mstep: Class 41 contains 353 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260156.000000 Penalty: 26819.767578
Iteration 86Q: 44 clusters Score -5.326016e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 86561 members 
Mstep: Class 3 contains 103489 members 
Mstep: Class 4 contains 1576 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 120506 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 102246 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 415 members 
Mstep: Class 17 contains 87214 members 
Mstep: Class 18 contains 83935 members 
Mstep: Class 19 contains 545 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 87884 members 
Mstep: Class 23 contains 62844 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 4792 members 
Mstep: Class 28 contains 128156 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 680 members 
Mstep: Class 31 contains 4070 members 
Mstep: Class 32 contains 957 members 
Mstep: Class 33 contains 1680 members 
Mstep: Class 34 contains 464 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 122 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 395 members 
Mstep: Class 41 contains 352 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261576.000000 Penalty: 26819.767578
Iteration 87Q: 44 clusters Score -5.326158e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 86248 members 
Mstep: Class 3 contains 102966 members 
Mstep: Class 4 contains 1595 members 
Mstep: Class 5 contains 1279 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 121696 members 
Mstep: Class 8 contains 582 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 475 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 101740 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 2297 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 87633 members 
Mstep: Class 18 contains 84095 members 
Mstep: Class 19 contains 539 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 88245 members 
Mstep: Class 23 contains 64353 members 
Mstep: Class 24 contains 1959 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 4841 members 
Mstep: Class 28 contains 125684 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 4109 members 
Mstep: Class 32 contains 957 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 464 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 131 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 389 members 
Mstep: Class 41 contains 352 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263376.000000 Penalty: 26819.767578
Iteration 88Q: 44 clusters Score -5.326338e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 85914 members 
Mstep: Class 3 contains 102502 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 888 members 
Mstep: Class 7 contains 122657 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 473 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 101197 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 401 members 
Mstep: Class 17 contains 88256 members 
Mstep: Class 18 contains 84299 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 88606 members 
Mstep: Class 23 contains 65879 members 
Mstep: Class 24 contains 1954 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 4891 members 
Mstep: Class 28 contains 123189 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 956 members 
Mstep: Class 33 contains 1686 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 141 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 389 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 310 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265504.000000 Penalty: 26819.767578
Iteration 89Q: 44 clusters Score -5.32655e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85624 members 
Mstep: Class 3 contains 102100 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 123293 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 100642 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 89029 members 
Mstep: Class 18 contains 84416 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 88988 members 
Mstep: Class 23 contains 67483 members 
Mstep: Class 24 contains 1949 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 138 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 120729 members 
Mstep: Class 29 contains 3323 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 4197 members 
Mstep: Class 32 contains 953 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 451 members 
Mstep: Class 35 contains 1785 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 149 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266928.000000 Penalty: 26819.767578
Iteration 90Q: 44 clusters Score -5.326693e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85374 members 
Mstep: Class 3 contains 101658 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 123717 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 100073 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 89901 members 
Mstep: Class 18 contains 84586 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 89304 members 
Mstep: Class 23 contains 69128 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 140 members 
Mstep: Class 27 contains 5053 members 
Mstep: Class 28 contains 118382 members 
Mstep: Class 29 contains 3326 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 4234 members 
Mstep: Class 32 contains 953 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 448 members 
Mstep: Class 35 contains 1790 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 151 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 313 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268144.000000 Penalty: 26819.767578
Iteration 91Q: 44 clusters Score -5.326814e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 85129 members 
Mstep: Class 3 contains 101252 members 
Mstep: Class 4 contains 1688 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 123983 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 99432 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 90818 members 
Mstep: Class 18 contains 84768 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 89579 members 
Mstep: Class 23 contains 70854 members 
Mstep: Class 24 contains 1940 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 5133 members 
Mstep: Class 28 contains 116143 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 1798 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 313 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269544.000000 Penalty: 26819.767578
Iteration 92Q: 44 clusters Score -5.326954e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 84906 members 
Mstep: Class 3 contains 100985 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 124124 members 
Mstep: Class 8 contains 605 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 98722 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 91801 members 
Mstep: Class 18 contains 84929 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 89783 members 
Mstep: Class 23 contains 72644 members 
Mstep: Class 24 contains 1931 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 143 members 
Mstep: Class 27 contains 5208 members 
Mstep: Class 28 contains 113898 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4292 members 
Mstep: Class 32 contains 958 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 1807 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 154 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 347 members 
Mstep: Class 42 contains 312 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270924.000000 Penalty: 26819.767578
Iteration 93Q: 44 clusters Score -5.327092e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 84678 members 
Mstep: Class 3 contains 100728 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 124170 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 97949 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92765 members 
Mstep: Class 18 contains 85020 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 89859 members 
Mstep: Class 23 contains 74521 members 
Mstep: Class 24 contains 1917 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 5297 members 
Mstep: Class 28 contains 111907 members 
Mstep: Class 29 contains 3339 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 4340 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 923 members 
Mstep: Class 38 contains 156 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272480.000000 Penalty: 26819.767578
Iteration 94Q: 44 clusters Score -5.327248e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 84464 members 
Mstep: Class 3 contains 100466 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 124163 members 
Mstep: Class 8 contains 610 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 97154 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 93695 members 
Mstep: Class 18 contains 85071 members 
Mstep: Class 19 contains 532 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 89854 members 
Mstep: Class 23 contains 76362 members 
Mstep: Class 24 contains 1901 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 146 members 
Mstep: Class 27 contains 5377 members 
Mstep: Class 28 contains 110170 members 
Mstep: Class 29 contains 3344 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 4387 members 
Mstep: Class 32 contains 965 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 435 members 
Mstep: Class 35 contains 1839 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 920 members 
Mstep: Class 38 contains 158 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 348 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273460.000000 Penalty: 26819.767578
Iteration 95Q: 44 clusters Score -5.327346e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 84219 members 
Mstep: Class 3 contains 100291 members 
Mstep: Class 4 contains 1833 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 124176 members 
Mstep: Class 8 contains 612 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 96246 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 94553 members 
Mstep: Class 18 contains 85159 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 89763 members 
Mstep: Class 23 contains 78217 members 
Mstep: Class 24 contains 1887 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 108573 members 
Mstep: Class 29 contains 3349 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 4426 members 
Mstep: Class 32 contains 967 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 431 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 159 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 346 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274328.000000 Penalty: 26819.767578
Iteration 96Q: 44 clusters Score -5.327433e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 83935 members 
Mstep: Class 3 contains 99990 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 124077 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 95352 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 95215 members 
Mstep: Class 18 contains 85147 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 89391 members 
Mstep: Class 23 contains 80657 members 
Mstep: Class 24 contains 1870 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 107236 members 
Mstep: Class 29 contains 3351 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 968 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 426 members 
Mstep: Class 35 contains 1874 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 160 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 346 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274872.000000 Penalty: 26819.767578
Iteration 97Q: 44 clusters Score -5.327487e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 83598 members 
Mstep: Class 3 contains 99530 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 123883 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 94513 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 95652 members 
Mstep: Class 18 contains 85096 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 88644 members 
Mstep: Class 23 contains 83598 members 
Mstep: Class 24 contains 1859 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 5648 members 
Mstep: Class 28 contains 106313 members 
Mstep: Class 29 contains 3352 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4483 members 
Mstep: Class 32 contains 968 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 1888 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 162 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275140.000000 Penalty: 26819.767578
Iteration 98Q: 44 clusters Score -5.327514e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 83237 members 
Mstep: Class 3 contains 98987 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 123636 members 
Mstep: Class 8 contains 622 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 93752 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 95941 members 
Mstep: Class 18 contains 85032 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 87479 members 
Mstep: Class 23 contains 86876 members 
Mstep: Class 24 contains 1853 members 
Mstep: Class 25 contains 335 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 5729 members 
Mstep: Class 28 contains 105740 members 
Mstep: Class 29 contains 3354 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 968 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 406 members 
Mstep: Class 35 contains 1899 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 162 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274240.000000 Penalty: 26819.767578
Iteration 99Q: 44 clusters Score -5.327424e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 82845 members 
Mstep: Class 3 contains 98292 members 
Mstep: Class 4 contains 2050 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 123270 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 93094 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 96109 members 
Mstep: Class 18 contains 85086 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 85779 members 
Mstep: Class 23 contains 90405 members 
Mstep: Class 24 contains 1848 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 5824 members 
Mstep: Class 28 contains 105640 members 
Mstep: Class 29 contains 3356 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4536 members 
Mstep: Class 32 contains 968 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 1906 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 163 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 388 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272952.000000 Penalty: 26819.767578
Iteration 100F: 44 clusters Score -5.327295e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 82507 members 
Mstep: Class 3 contains 97549 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 122686 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 92576 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 96425 members 
Mstep: Class 18 contains 85270 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 83737 members 
Mstep: Class 23 contains 93610 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 156 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 105961 members 
Mstep: Class 29 contains 3354 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4553 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 1914 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 175 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 389 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270892.000000 Penalty: 26819.767578
Iteration 101Q: 44 clusters Score -5.327089e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 82346 members 
Mstep: Class 3 contains 96813 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 121980 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 92282 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 96903 members 
Mstep: Class 18 contains 85588 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 81481 members 
Mstep: Class 23 contains 96171 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 330 members 
Mstep: Class 26 contains 156 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 106582 members 
Mstep: Class 29 contains 3357 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4552 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 1920 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 180 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 389 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268524.000000 Penalty: 26819.767578
Iteration 102Q: 44 clusters Score -5.326852e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 82268 members 
Mstep: Class 3 contains 96147 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 121085 members 
Mstep: Class 8 contains 645 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 92179 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 365 members 
Mstep: Class 17 contains 97621 members 
Mstep: Class 18 contains 86103 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 540 members 
Mstep: Class 22 contains 79117 members 
Mstep: Class 23 contains 98035 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 107423 members 
Mstep: Class 29 contains 3358 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4542 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 1933 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 390 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266948.000000 Penalty: 26819.767578
Iteration 103Q: 44 clusters Score -5.326695e+07 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 82364 members 
Mstep: Class 3 contains 95685 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 119900 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 92307 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 98523 members 
Mstep: Class 18 contains 86733 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 76619 members 
Mstep: Class 23 contains 99251 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 108415 members 
Mstep: Class 29 contains 3360 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 4549 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 1940 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 180 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265424.000000 Penalty: 26819.767578
Iteration 104Q: 44 clusters Score -5.326542e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 82592 members 
Mstep: Class 3 contains 95479 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 118431 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 92636 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 99687 members 
Mstep: Class 18 contains 87339 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 73935 members 
Mstep: Class 23 contains 100074 members 
Mstep: Class 24 contains 1816 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 6214 members 
Mstep: Class 28 contains 109412 members 
Mstep: Class 29 contains 3361 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264136.000000 Penalty: 26819.767578
Iteration 105Q: 44 clusters Score -5.326414e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 83010 members 
Mstep: Class 3 contains 95396 members 
Mstep: Class 4 contains 2500 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 116848 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 93157 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 320 members 
Mstep: Class 17 contains 100891 members 
Mstep: Class 18 contains 87924 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 71380 members 
Mstep: Class 23 contains 100416 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 6232 members 
Mstep: Class 28 contains 110364 members 
Mstep: Class 29 contains 3367 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 4603 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262844.000000 Penalty: 26819.767578
Iteration 106Q: 44 clusters Score -5.326284e+07 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 83552 members 
Mstep: Class 3 contains 95543 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 115212 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 93700 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 307 members 
Mstep: Class 17 contains 101959 members 
Mstep: Class 18 contains 88451 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 68876 members 
Mstep: Class 23 contains 100688 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 330 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 111224 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 690 members 
Mstep: Class 31 contains 4619 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 1974 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 393 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 317 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262600.000000 Penalty: 26819.767578
Iteration 107Q: 44 clusters Score -5.32626e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 84197 members 
Mstep: Class 3 contains 95733 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 113645 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 94290 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 294 members 
Mstep: Class 17 contains 102930 members 
Mstep: Class 18 contains 88829 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 514 members 
Mstep: Class 22 contains 66466 members 
Mstep: Class 23 contains 100973 members 
Mstep: Class 24 contains 1786 members 
Mstep: Class 25 contains 330 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 111970 members 
Mstep: Class 29 contains 3384 members 
Mstep: Class 30 contains 697 members 
Mstep: Class 31 contains 4662 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 1987 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261996.000000 Penalty: 26819.767578
Iteration 108Q: 44 clusters Score -5.3262e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 84913 members 
Mstep: Class 3 contains 95975 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 112248 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 94864 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 103683 members 
Mstep: Class 18 contains 89150 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 64307 members 
Mstep: Class 23 contains 101244 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 6115 members 
Mstep: Class 28 contains 112517 members 
Mstep: Class 29 contains 3394 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 4716 members 
Mstep: Class 32 contains 978 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 1999 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 342 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261648.000000 Penalty: 26819.767578
Iteration 109Q: 44 clusters Score -5.326165e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 85697 members 
Mstep: Class 3 contains 96302 members 
Mstep: Class 4 contains 2673 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 111074 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 95425 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 104336 members 
Mstep: Class 18 contains 89295 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 62506 members 
Mstep: Class 23 contains 101242 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 6053 members 
Mstep: Class 28 contains 112913 members 
Mstep: Class 29 contains 3409 members 
Mstep: Class 30 contains 718 members 
Mstep: Class 31 contains 4754 members 
Mstep: Class 32 contains 978 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 340 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261772.000000 Penalty: 26819.767578
Iteration 110Q: 44 clusters Score -5.326177e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 86487 members 
Mstep: Class 3 contains 96694 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 110203 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 95880 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 104839 members 
Mstep: Class 18 contains 89343 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 61070 members 
Mstep: Class 23 contains 100936 members 
Mstep: Class 24 contains 1764 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 113229 members 
Mstep: Class 29 contains 3423 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 2014 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 340 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261468.000000 Penalty: 26819.767578
Iteration 111Q: 44 clusters Score -5.326147e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 87210 members 
Mstep: Class 3 contains 97050 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 109620 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 96221 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 3038 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 271 members 
Mstep: Class 17 contains 105150 members 
Mstep: Class 18 contains 89363 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 499 members 
Mstep: Class 22 contains 59938 members 
Mstep: Class 23 contains 100566 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 113471 members 
Mstep: Class 29 contains 3437 members 
Mstep: Class 30 contains 738 members 
Mstep: Class 31 contains 4838 members 
Mstep: Class 32 contains 978 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 2028 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 393 members 
Mstep: Class 41 contains 339 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261156.000000 Penalty: 26819.767578
Iteration 112Q: 44 clusters Score -5.326116e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 87949 members 
Mstep: Class 3 contains 97342 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 109239 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96434 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 105437 members 
Mstep: Class 18 contains 89298 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 59002 members 
Mstep: Class 23 contains 100161 members 
Mstep: Class 24 contains 1736 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 163 members 
Mstep: Class 27 contains 5875 members 
Mstep: Class 28 contains 113641 members 
Mstep: Class 29 contains 3449 members 
Mstep: Class 30 contains 741 members 
Mstep: Class 31 contains 4877 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 2041 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 393 members 
Mstep: Class 41 contains 339 members 
Mstep: Class 42 contains 315 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261064.000000 Penalty: 26819.767578
Iteration 113Q: 44 clusters Score -5.326106e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 88624 members 
Mstep: Class 3 contains 97657 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 109095 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96523 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 105657 members 
Mstep: Class 18 contains 89156 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 496 members 
Mstep: Class 22 contains 58262 members 
Mstep: Class 23 contains 99728 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 165 members 
Mstep: Class 27 contains 5817 members 
Mstep: Class 28 contains 113742 members 
Mstep: Class 29 contains 3461 members 
Mstep: Class 30 contains 745 members 
Mstep: Class 31 contains 4901 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2057 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 313 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53261080.000000 Penalty: 26819.767578
Iteration 114Q: 44 clusters Score -5.326108e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 89203 members 
Mstep: Class 3 contains 97914 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 109091 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96562 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 276 members 
Mstep: Class 17 contains 105796 members 
Mstep: Class 18 contains 88999 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 494 members 
Mstep: Class 22 contains 57681 members 
Mstep: Class 23 contains 99334 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 166 members 
Mstep: Class 27 contains 5769 members 
Mstep: Class 28 contains 113788 members 
Mstep: Class 29 contains 3470 members 
Mstep: Class 30 contains 747 members 
Mstep: Class 31 contains 4918 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 2082 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 330 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260908.000000 Penalty: 26819.767578
Iteration 115Q: 44 clusters Score -5.326091e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 89693 members 
Mstep: Class 3 contains 98097 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 1264 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 109178 members 
Mstep: Class 8 contains 692 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96531 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 279 members 
Mstep: Class 17 contains 105863 members 
Mstep: Class 18 contains 88852 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 57250 members 
Mstep: Class 23 contains 99061 members 
Mstep: Class 24 contains 1696 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5731 members 
Mstep: Class 28 contains 113767 members 
Mstep: Class 29 contains 3477 members 
Mstep: Class 30 contains 748 members 
Mstep: Class 31 contains 4936 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260636.000000 Penalty: 26819.767578
Iteration 116Q: 44 clusters Score -5.326064e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 90170 members 
Mstep: Class 3 contains 98261 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 109322 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96457 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105871 members 
Mstep: Class 18 contains 88801 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56972 members 
Mstep: Class 23 contains 98746 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5689 members 
Mstep: Class 28 contains 113613 members 
Mstep: Class 29 contains 3479 members 
Mstep: Class 30 contains 750 members 
Mstep: Class 31 contains 4953 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 320 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260912.000000 Penalty: 26819.767578
Iteration 117Q: 44 clusters Score -5.326091e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 90546 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 2768 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 109568 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96327 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105783 members 
Mstep: Class 18 contains 88780 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56717 members 
Mstep: Class 23 contains 98641 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 113424 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 753 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 316 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53260900.000000 Penalty: 26819.767578
Iteration 118Q: 44 clusters Score -5.32609e+07 nChanged 4970
Entering ConstructFrom: 
Score: -53260900.000000 Penalty: 26819.767578
Entering ConstructFrom: 
Trying to split cluster 1 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -56971.910156 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -56971.91 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 470 members 
Entering Unmasked Estep 
Score: -56214.679688 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -56214.68 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -56512.582031 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -56512.58 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56624.386719 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -56624.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56701.542969 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -56701.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56751.714844 Penalty: 622.781250
	Iteration 4Q: 3 clusters Score -56751.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56777.746094 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -56777.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56793.984375 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -56793.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56802.062500 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -56802.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56807.847656 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -56807.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56811.816406 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -56811.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56813.343750 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -56813.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56814.027344 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -56814.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56814.296875 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -56814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56814.296875 Penalty: 622.781250
	Iteration 13F: 3 clusters Score -56814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Entering Unmasked Estep 
Score: -5549504.500000 Penalty: 519.482910
	Iteration 0F: 2 clusters Score -5549504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5488886.500000 Penalty: 1038.965820
	Iteration 0F: 3 clusters Score -5488886 nChanged 44422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -5516653.000000 Penalty: 1038.965820
	Iteration 1F: 3 clusters Score -5516653 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -5520288.500000 Penalty: 1038.965820
	Iteration 2F: 3 clusters Score -5520288 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -5526724.000000 Penalty: 1038.965820
	Iteration 3F: 3 clusters Score -5526724 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -5535947.500000 Penalty: 1038.965820
	Iteration 4F: 3 clusters Score -5535948 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -5543470.000000 Penalty: 1038.965820
	Iteration 5F: 3 clusters Score -5543470 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -5547267.500000 Penalty: 1038.965820
	Iteration 6Q: 3 clusters Score -5547268 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -5548464.500000 Penalty: 1038.965820
	Iteration 7Q: 3 clusters Score -5548464 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -5548797.500000 Penalty: 1038.965820
	Iteration 8Q: 3 clusters Score -5548798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
Score: -5548920.500000 Penalty: 1038.965820
	Iteration 9Q: 3 clusters Score -5548920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -5548978.500000 Penalty: 1038.965820
	Iteration 10Q: 3 clusters Score -5548978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -5549025.000000 Penalty: 1038.965820
	Iteration 11Q: 3 clusters Score -5549025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -5549050.500000 Penalty: 1038.965820
	Iteration 12Q: 3 clusters Score -5549050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -5549076.500000 Penalty: 1038.965820
	Iteration 13Q: 3 clusters Score -5549076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -5549090.500000 Penalty: 1038.965820
	Iteration 14Q: 3 clusters Score -5549090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -5549093.000000 Penalty: 1038.965820
	Iteration 15Q: 3 clusters Score -5549093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -5549097.500000 Penalty: 1038.965820
	Iteration 16Q: 3 clusters Score -5549098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -5549096.500000 Penalty: 1038.965820
	Iteration 17Q: 3 clusters Score -5549096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -5549106.000000 Penalty: 1038.965820
	Iteration 18Q: 3 clusters Score -5549106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -5549108.000000 Penalty: 1038.965820
	Iteration 19Q: 3 clusters Score -5549108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -5549112.000000 Penalty: 1038.965820
	Iteration 20F: 3 clusters Score -5549112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 90660 members 
Entering Unmasked Estep 
Score: -5549113.000000 Penalty: 1038.965820
	Iteration 21Q: 3 clusters Score -5549113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -5549112.500000 Penalty: 1038.965820
	Iteration 22Q: 3 clusters Score -5549112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -5549115.000000 Penalty: 1038.965820
	Iteration 23Q: 3 clusters Score -5549115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -5549115.000000 Penalty: 1038.965820
	Iteration 24F: 3 clusters Score -5549115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (98496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Entering Unmasked Estep 
Score: -6085489.000000 Penalty: 523.148621
	Iteration 0F: 2 clusters Score -6085489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6025163.500000 Penalty: 1046.297241
	Iteration 0F: 3 clusters Score -6025164 nChanged 47917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -6054069.000000 Penalty: 1046.297241
	Iteration 1F: 3 clusters Score -6054069 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -6055903.000000 Penalty: 1046.297241
	Iteration 2Q: 3 clusters Score -6055903 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -6059271.500000 Penalty: 1046.297241
	Iteration 3F: 3 clusters Score -6059272 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -6064972.500000 Penalty: 1046.297241
	Iteration 4F: 3 clusters Score -6064972 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -6072608.500000 Penalty: 1046.297241
	Iteration 5F: 3 clusters Score -6072608 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -6078024.000000 Penalty: 1046.297241
	Iteration 6F: 3 clusters Score -6078024 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -6079893.000000 Penalty: 1046.297241
	Iteration 7Q: 3 clusters Score -6079893 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -6080605.500000 Penalty: 1046.297241
	Iteration 8Q: 3 clusters Score -6080606 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -6081064.500000 Penalty: 1046.297241
	Iteration 9Q: 3 clusters Score -6081064 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -6081554.500000 Penalty: 1046.297241
	Iteration 10Q: 3 clusters Score -6081554 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -6081825.500000 Penalty: 1046.297241
	Iteration 11Q: 3 clusters Score -6081826 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -6081961.500000 Penalty: 1046.297241
	Iteration 12Q: 3 clusters Score -6081962 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -6082074.500000 Penalty: 1046.297241
	Iteration 13Q: 3 clusters Score -6082074 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -6082083.000000 Penalty: 1046.297241
	Iteration 14Q: 3 clusters Score -6082083 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -6082066.000000 Penalty: 1046.297241
	Iteration 15Q: 3 clusters Score -6082066 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -6082114.000000 Penalty: 1046.297241
	Iteration 16Q: 3 clusters Score -6082114 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -6082109.000000 Penalty: 1046.297241
	Iteration 17Q: 3 clusters Score -6082109 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -6082070.000000 Penalty: 1046.297241
	Iteration 18Q: 3 clusters Score -6082070 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -6082020.000000 Penalty: 1046.297241
	Iteration 19Q: 3 clusters Score -6082020 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -6082054.000000 Penalty: 1046.297241
	Iteration 20F: 3 clusters Score -6082054 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -6082022.000000 Penalty: 1046.297241
	Iteration 21Q: 3 clusters Score -6082022 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6082084.500000 Penalty: 1046.297241
	Iteration 22Q: 3 clusters Score -6082084 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6082022.500000 Penalty: 1046.297241
	Iteration 23Q: 3 clusters Score -6082022 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6082023.500000 Penalty: 1046.297241
	Iteration 24Q: 3 clusters Score -6082024 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -6082002.000000 Penalty: 1046.297241
	Iteration 25Q: 3 clusters Score -6082002 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6082015.000000 Penalty: 1046.297241
	Iteration 26Q: 3 clusters Score -6082015 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6082024.000000 Penalty: 1046.297241
	Iteration 27Q: 3 clusters Score -6082024 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -6082014.000000 Penalty: 1046.297241
	Iteration 28Q: 3 clusters Score -6082014 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -6081955.500000 Penalty: 1046.297241
	Iteration 29Q: 3 clusters Score -6081956 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -6081921.500000 Penalty: 1046.297241
	Iteration 30Q: 3 clusters Score -6081922 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6081883.500000 Penalty: 1046.297241
	Iteration 31Q: 3 clusters Score -6081884 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6081890.500000 Penalty: 1046.297241
	Iteration 32Q: 3 clusters Score -6081890 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6081863.500000 Penalty: 1046.297241
	Iteration 33Q: 3 clusters Score -6081864 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -6081860.000000 Penalty: 1046.297241
	Iteration 34Q: 3 clusters Score -6081860 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -6081850.500000 Penalty: 1046.297241
	Iteration 35Q: 3 clusters Score -6081850 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -6081826.500000 Penalty: 1046.297241
	Iteration 36Q: 3 clusters Score -6081826 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6081805.000000 Penalty: 1046.297241
	Iteration 37Q: 3 clusters Score -6081805 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -6081779.000000 Penalty: 1046.297241
	Iteration 38Q: 3 clusters Score -6081779 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -6081764.000000 Penalty: 1046.297241
	Iteration 39Q: 3 clusters Score -6081764 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -6081771.000000 Penalty: 1046.297241
	Iteration 40F: 3 clusters Score -6081771 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -6081817.000000 Penalty: 1046.297241
	Iteration 41Q: 3 clusters Score -6081817 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -6081782.000000 Penalty: 1046.297241
	Iteration 42Q: 3 clusters Score -6081782 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -6081780.500000 Penalty: 1046.297241
	Iteration 43Q: 3 clusters Score -6081780 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -6081847.000000 Penalty: 1046.297241
	Iteration 44Q: 3 clusters Score -6081847 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6081897.000000 Penalty: 1046.297241
	Iteration 45Q: 3 clusters Score -6081897 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -6081987.000000 Penalty: 1046.297241
	Iteration 46Q: 3 clusters Score -6081987 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -6082091.500000 Penalty: 1046.297241
	Iteration 47Q: 3 clusters Score -6082092 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -6082171.000000 Penalty: 1046.297241
	Iteration 48Q: 3 clusters Score -6082171 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -6082502.500000 Penalty: 1046.297241
	Iteration 49Q: 3 clusters Score -6082502 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6082875.000000 Penalty: 1046.297241
	Iteration 50Q: 3 clusters Score -6082875 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -6083099.000000 Penalty: 1046.297241
	Iteration 51Q: 3 clusters Score -6083099 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -6083301.500000 Penalty: 1046.297241
	Iteration 52Q: 3 clusters Score -6083302 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -6083478.500000 Penalty: 1046.297241
	Iteration 53Q: 3 clusters Score -6083478 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6083634.500000 Penalty: 1046.297241
	Iteration 54Q: 3 clusters Score -6083634 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -6083706.500000 Penalty: 1046.297241
	Iteration 55Q: 3 clusters Score -6083706 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -6083867.500000 Penalty: 1046.297241
	Iteration 56Q: 3 clusters Score -6083868 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -6083965.000000 Penalty: 1046.297241
	Iteration 57Q: 3 clusters Score -6083965 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -6084027.500000 Penalty: 1046.297241
	Iteration 58Q: 3 clusters Score -6084028 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -6084017.500000 Penalty: 1046.297241
	Iteration 59Q: 3 clusters Score -6084018 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -6084133.500000 Penalty: 1046.297241
	Iteration 60F: 3 clusters Score -6084134 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -6084187.000000 Penalty: 1046.297241
	Iteration 61Q: 3 clusters Score -6084187 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -6084251.000000 Penalty: 1046.297241
	Iteration 62Q: 3 clusters Score -6084251 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -6084366.000000 Penalty: 1046.297241
	Iteration 63Q: 3 clusters Score -6084366 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -6084472.000000 Penalty: 1046.297241
	Iteration 64Q: 3 clusters Score -6084472 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6084538.500000 Penalty: 1046.297241
	Iteration 65Q: 3 clusters Score -6084538 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -6084608.000000 Penalty: 1046.297241
	Iteration 66Q: 3 clusters Score -6084608 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -6084681.500000 Penalty: 1046.297241
	Iteration 67Q: 3 clusters Score -6084682 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -6084725.500000 Penalty: 1046.297241
	Iteration 68Q: 3 clusters Score -6084726 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -6084800.500000 Penalty: 1046.297241
	Iteration 69Q: 3 clusters Score -6084800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -6084878.500000 Penalty: 1046.297241
	Iteration 70Q: 3 clusters Score -6084878 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -6084876.500000 Penalty: 1046.297241
	Iteration 71Q: 3 clusters Score -6084876 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6084885.500000 Penalty: 1046.297241
	Iteration 72Q: 3 clusters Score -6084886 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6084900.500000 Penalty: 1046.297241
	Iteration 73Q: 3 clusters Score -6084900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94250 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6084937.000000 Penalty: 1046.297241
	Iteration 74Q: 3 clusters Score -6084937 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6084978.500000 Penalty: 1046.297241
	Iteration 75Q: 3 clusters Score -6084978 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6085029.500000 Penalty: 1046.297241
	Iteration 76Q: 3 clusters Score -6085030 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6085050.000000 Penalty: 1046.297241
	Iteration 77Q: 3 clusters Score -6085050 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6085072.500000 Penalty: 1046.297241
	Iteration 78Q: 3 clusters Score -6085072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6085105.000000 Penalty: 1046.297241
	Iteration 79Q: 3 clusters Score -6085105 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6085139.500000 Penalty: 1046.297241
	Iteration 80F: 3 clusters Score -6085140 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6085170.500000 Penalty: 1046.297241
	Iteration 81Q: 3 clusters Score -6085170 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6085170.500000 Penalty: 1046.297241
	Iteration 82Q: 3 clusters Score -6085170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6085163.500000 Penalty: 1046.297241
	Iteration 83Q: 3 clusters Score -6085164 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6085160.500000 Penalty: 1046.297241
	Iteration 84Q: 3 clusters Score -6085160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6085162.000000 Penalty: 1046.297241
	Iteration 85Q: 3 clusters Score -6085162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6085159.000000 Penalty: 1046.297241
	Iteration 86Q: 3 clusters Score -6085159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6085160.500000 Penalty: 1046.297241
	Iteration 87Q: 3 clusters Score -6085160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6085169.500000 Penalty: 1046.297241
	Iteration 88Q: 3 clusters Score -6085170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6085163.500000 Penalty: 1046.297241
	Iteration 89Q: 3 clusters Score -6085164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6085169.500000 Penalty: 1046.297241
	Iteration 90Q: 3 clusters Score -6085170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6085172.000000 Penalty: 1046.297241
	Iteration 91Q: 3 clusters Score -6085172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6085168.500000 Penalty: 1046.297241
	Iteration 92Q: 3 clusters Score -6085168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6085165.000000 Penalty: 1046.297241
	Iteration 93Q: 3 clusters Score -6085165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6085172.500000 Penalty: 1046.297241
	Iteration 94Q: 3 clusters Score -6085172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6085169.000000 Penalty: 1046.297241
	Iteration 95Q: 3 clusters Score -6085169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96169 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6085181.000000 Penalty: 1046.297241
	Iteration 96Q: 3 clusters Score -6085181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6085181.000000 Penalty: 1046.297241
	Iteration 97Q: 3 clusters Score -6085181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6085182.500000 Penalty: 1046.297241
	Iteration 98Q: 3 clusters Score -6085182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6085183.000000 Penalty: 1046.297241
	Iteration 99Q: 3 clusters Score -6085183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6085188.500000 Penalty: 1046.297241
	Iteration 100F: 3 clusters Score -6085188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6085177.000000 Penalty: 1046.297241
	Iteration 101Q: 3 clusters Score -6085177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6085191.000000 Penalty: 1046.297241
	Iteration 102Q: 3 clusters Score -6085191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6085201.000000 Penalty: 1046.297241
	Iteration 103Q: 3 clusters Score -6085201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6085217.500000 Penalty: 1046.297241
	Iteration 104Q: 3 clusters Score -6085218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6085217.000000 Penalty: 1046.297241
	Iteration 105Q: 3 clusters Score -6085217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6085211.000000 Penalty: 1046.297241
	Iteration 106Q: 3 clusters Score -6085211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6085225.000000 Penalty: 1046.297241
	Iteration 107Q: 3 clusters Score -6085225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6085233.000000 Penalty: 1046.297241
	Iteration 108Q: 3 clusters Score -6085233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6085238.500000 Penalty: 1046.297241
	Iteration 109Q: 3 clusters Score -6085238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6085235.000000 Penalty: 1046.297241
	Iteration 110Q: 3 clusters Score -6085235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6085237.000000 Penalty: 1046.297241
	Iteration 111Q: 3 clusters Score -6085237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6085243.500000 Penalty: 1046.297241
	Iteration 112Q: 3 clusters Score -6085244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6085242.000000 Penalty: 1046.297241
	Iteration 113Q: 3 clusters Score -6085242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6085235.500000 Penalty: 1046.297241
	Iteration 114Q: 3 clusters Score -6085236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6085245.000000 Penalty: 1046.297241
	Iteration 115Q: 3 clusters Score -6085245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6085243.500000 Penalty: 1046.297241
	Iteration 116Q: 3 clusters Score -6085244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6085245.000000 Penalty: 1046.297241
	Iteration 117Q: 3 clusters Score -6085245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6085242.500000 Penalty: 1046.297241
	Iteration 118Q: 3 clusters Score -6085242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6085243.000000 Penalty: 1046.297241
	Iteration 119Q: 3 clusters Score -6085243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6085252.000000 Penalty: 1046.297241
	Iteration 120F: 3 clusters Score -6085252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6085263.000000 Penalty: 1046.297241
	Iteration 121Q: 3 clusters Score -6085263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6085263.000000 Penalty: 1046.297241
	Iteration 122Q: 3 clusters Score -6085263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6085263.500000 Penalty: 1046.297241
	Iteration 123Q: 3 clusters Score -6085264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6085262.500000 Penalty: 1046.297241
	Iteration 124Q: 3 clusters Score -6085262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6085263.500000 Penalty: 1046.297241
	Iteration 125Q: 3 clusters Score -6085264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6085263.500000 Penalty: 1046.297241
	Iteration 126Q: 3 clusters Score -6085264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6085264.000000 Penalty: 1046.297241
	Iteration 127Q: 3 clusters Score -6085264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6085262.500000 Penalty: 1046.297241
	Iteration 128Q: 3 clusters Score -6085262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6085268.000000 Penalty: 1046.297241
	Iteration 129Q: 3 clusters Score -6085268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6085268.000000 Penalty: 1046.297241
	Iteration 130Q: 3 clusters Score -6085268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6085269.500000 Penalty: 1046.297241
	Iteration 131Q: 3 clusters Score -6085270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6085276.500000 Penalty: 1046.297241
	Iteration 132Q: 3 clusters Score -6085276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6085269.500000 Penalty: 1046.297241
	Iteration 133Q: 3 clusters Score -6085270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6085272.000000 Penalty: 1046.297241
	Iteration 134Q: 3 clusters Score -6085272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6085268.500000 Penalty: 1046.297241
	Iteration 135Q: 3 clusters Score -6085268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6085274.500000 Penalty: 1046.297241
	Iteration 136Q: 3 clusters Score -6085274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6085276.000000 Penalty: 1046.297241
	Iteration 137Q: 3 clusters Score -6085276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6085275.000000 Penalty: 1046.297241
	Iteration 138Q: 3 clusters Score -6085275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6085280.000000 Penalty: 1046.297241
	Iteration 139Q: 3 clusters Score -6085280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6085277.500000 Penalty: 1046.297241
	Iteration 140F: 3 clusters Score -6085278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6085281.000000 Penalty: 1046.297241
	Iteration 141Q: 3 clusters Score -6085281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6085283.500000 Penalty: 1046.297241
	Iteration 142Q: 3 clusters Score -6085284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6085280.500000 Penalty: 1046.297241
	Iteration 143Q: 3 clusters Score -6085280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6085281.500000 Penalty: 1046.297241
	Iteration 144Q: 3 clusters Score -6085282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6085283.500000 Penalty: 1046.297241
	Iteration 145Q: 3 clusters Score -6085284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6085283.500000 Penalty: 1046.297241
	Iteration 146F: 3 clusters Score -6085284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -171566.906250 Penalty: 360.709686
	Iteration 0F: 2 clusters Score -171566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -169613.140625 Penalty: 721.419373
	Iteration 0F: 3 clusters Score -169613.1 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -170333.937500 Penalty: 721.419373
	Iteration 1F: 3 clusters Score -170333.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -170449.062500 Penalty: 721.419373
	Iteration 2F: 3 clusters Score -170449.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -170563.468750 Penalty: 721.419373
	Iteration 3Q: 3 clusters Score -170563.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170698.765625 Penalty: 721.419373
	Iteration 4F: 3 clusters Score -170698.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -170842.562500 Penalty: 721.419373
	Iteration 5F: 3 clusters Score -170842.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -170981.093750 Penalty: 721.419373
	Iteration 6F: 3 clusters Score -170981.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -171069.000000 Penalty: 721.419373
	Iteration 7F: 3 clusters Score -171069 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -171127.250000 Penalty: 721.419373
	Iteration 8Q: 3 clusters Score -171127.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -171183.718750 Penalty: 721.419373
	Iteration 9Q: 3 clusters Score -171183.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -171226.953125 Penalty: 721.419373
	Iteration 10Q: 3 clusters Score -171227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -171255.140625 Penalty: 721.419373
	Iteration 11Q: 3 clusters Score -171255.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -171279.125000 Penalty: 721.419373
	Iteration 12Q: 3 clusters Score -171279.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -171302.437500 Penalty: 721.419373
	Iteration 13Q: 3 clusters Score -171302.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -171320.828125 Penalty: 721.419373
	Iteration 14Q: 3 clusters Score -171320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -171337.437500 Penalty: 721.419373
	Iteration 15Q: 3 clusters Score -171337.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -171351.187500 Penalty: 721.419373
	Iteration 16Q: 3 clusters Score -171351.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -171361.250000 Penalty: 721.419373
	Iteration 17Q: 3 clusters Score -171361.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -171367.015625 Penalty: 721.419373
	Iteration 18Q: 3 clusters Score -171367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -171372.125000 Penalty: 721.419373
	Iteration 19Q: 3 clusters Score -171372.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -171377.578125 Penalty: 721.419373
	Iteration 20F: 3 clusters Score -171377.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -171382.421875 Penalty: 721.419373
	Iteration 21Q: 3 clusters Score -171382.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171384.734375 Penalty: 721.419373
	Iteration 22Q: 3 clusters Score -171384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -171386.531250 Penalty: 721.419373
	Iteration 23Q: 3 clusters Score -171386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -171387.343750 Penalty: 721.419373
	Iteration 24Q: 3 clusters Score -171387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -171387.734375 Penalty: 721.419373
	Iteration 25Q: 3 clusters Score -171387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -171387.781250 Penalty: 721.419373
	Iteration 26Q: 3 clusters Score -171387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -171387.796875 Penalty: 721.419373
	Iteration 27Q: 3 clusters Score -171387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -171388.000000 Penalty: 721.419373
	Iteration 28Q: 3 clusters Score -171388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -171388.000000 Penalty: 721.419373
	Iteration 29F: 3 clusters Score -171388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -74865.929688 Penalty: 324.528656
	Iteration 0F: 2 clusters Score -74865.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73911.328125 Penalty: 649.057312
	Iteration 0F: 3 clusters Score -73911.33 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -74420.507812 Penalty: 649.057312
	Iteration 1F: 3 clusters Score -74420.51 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74663.265625 Penalty: 649.057312
	Iteration 2F: 3 clusters Score -74663.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -74829.726562 Penalty: 649.057312
	Iteration 3F: 3 clusters Score -74829.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -74869.664062 Penalty: 649.057312
	Iteration 4Q: 3 clusters Score -74869.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -74888.882812 Penalty: 649.057312
	Iteration 5Q: 3 clusters Score -74888.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -74898.257812 Penalty: 649.057312
	Iteration 6Q: 3 clusters Score -74898.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -74903.070312 Penalty: 649.057312
	Iteration 7Q: 3 clusters Score -74903.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -74908.273438 Penalty: 649.057312
	Iteration 8Q: 3 clusters Score -74908.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -74922.828125 Penalty: 649.057312
	Iteration 9Q: 3 clusters Score -74922.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -74950.328125 Penalty: 649.057312
	Iteration 10Q: 3 clusters Score -74950.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -74965.093750 Penalty: 649.057312
	Iteration 11Q: 3 clusters Score -74965.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74980.921875 Penalty: 649.057312
	Iteration 12Q: 3 clusters Score -74980.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74994.875000 Penalty: 649.057312
	Iteration 13Q: 3 clusters Score -74994.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -75002.898438 Penalty: 649.057312
	Iteration 14Q: 3 clusters Score -75002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75011.593750 Penalty: 649.057312
	Iteration 15Q: 3 clusters Score -75011.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -75020.000000 Penalty: 649.057312
	Iteration 16Q: 3 clusters Score -75020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75029.085938 Penalty: 649.057312
	Iteration 17Q: 3 clusters Score -75029.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -75032.820312 Penalty: 649.057312
	Iteration 18Q: 3 clusters Score -75032.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -75036.046875 Penalty: 649.057312
	Iteration 19Q: 3 clusters Score -75036.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75039.968750 Penalty: 649.057312
	Iteration 20F: 3 clusters Score -75039.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75044.773438 Penalty: 649.057312
	Iteration 21Q: 3 clusters Score -75044.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75048.570312 Penalty: 649.057312
	Iteration 22Q: 3 clusters Score -75048.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -75049.992188 Penalty: 649.057312
	Iteration 23Q: 3 clusters Score -75049.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -75052.031250 Penalty: 649.057312
	Iteration 24Q: 3 clusters Score -75052.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -75059.710938 Penalty: 649.057312
	Iteration 25Q: 3 clusters Score -75059.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -75069.875000 Penalty: 649.057312
	Iteration 26Q: 3 clusters Score -75069.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -75095.015625 Penalty: 649.057312
	Iteration 27Q: 3 clusters Score -75095.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -75124.929688 Penalty: 649.057312
	Iteration 28Q: 3 clusters Score -75124.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -75146.140625 Penalty: 649.057312
	Iteration 29Q: 3 clusters Score -75146.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -75172.570312 Penalty: 649.057312
	Iteration 30Q: 3 clusters Score -75172.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75192.359375 Penalty: 649.057312
	Iteration 31Q: 3 clusters Score -75192.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75210.382812 Penalty: 649.057312
	Iteration 32Q: 3 clusters Score -75210.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75230.007812 Penalty: 649.057312
	Iteration 33Q: 3 clusters Score -75230.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75243.851562 Penalty: 649.057312
	Iteration 34Q: 3 clusters Score -75243.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75250.820312 Penalty: 649.057312
	Iteration 35Q: 3 clusters Score -75250.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75253.609375 Penalty: 649.057312
	Iteration 36Q: 3 clusters Score -75253.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75258.242188 Penalty: 649.057312
	Iteration 37Q: 3 clusters Score -75258.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75261.703125 Penalty: 649.057312
	Iteration 38Q: 3 clusters Score -75261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75263.265625 Penalty: 649.057312
	Iteration 39Q: 3 clusters Score -75263.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75264.343750 Penalty: 649.057312
	Iteration 40F: 3 clusters Score -75264.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75264.703125 Penalty: 649.057312
	Iteration 41Q: 3 clusters Score -75264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75264.703125 Penalty: 649.057312
	Iteration 42F: 3 clusters Score -75264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 468 members 
Entering Unmasked Estep 
Score: -53260740.000000 Penalty: 27443.482422
Splitting cluster 5 changes total score from -53260900.000000 to -53260740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -49291.570312 Penalty: 307.756775
	Iteration 0F: 2 clusters Score -49291.57 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 433 members 
Entering Unmasked Estep 
Score: -48619.246094 Penalty: 615.513550
	Iteration 0F: 3 clusters Score -48619.25 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49296.734375 Penalty: 615.513550
	Iteration 1F: 3 clusters Score -49296.73 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -49506.867188 Penalty: 615.513550
	Iteration 2F: 3 clusters Score -49506.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -49613.917969 Penalty: 615.513550
	Iteration 3F: 3 clusters Score -49613.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -49663.753906 Penalty: 615.513550
	Iteration 4Q: 3 clusters Score -49663.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -49697.941406 Penalty: 615.513550
	Iteration 5Q: 3 clusters Score -49697.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -49719.070312 Penalty: 615.513550
	Iteration 6Q: 3 clusters Score -49719.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -49725.089844 Penalty: 615.513550
	Iteration 7Q: 3 clusters Score -49725.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -49729.867188 Penalty: 615.513550
	Iteration 8Q: 3 clusters Score -49729.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -49732.250000 Penalty: 615.513550
	Iteration 9Q: 3 clusters Score -49732.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -49733.054688 Penalty: 615.513550
	Iteration 10Q: 3 clusters Score -49733.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -49733.687500 Penalty: 615.513550
	Iteration 11Q: 3 clusters Score -49733.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -49738.707031 Penalty: 615.513550
	Iteration 12Q: 3 clusters Score -49738.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49757.468750 Penalty: 615.513550
	Iteration 13Q: 3 clusters Score -49757.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -49764.195312 Penalty: 615.513550
	Iteration 14Q: 3 clusters Score -49764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -49765.234375 Penalty: 615.513550
	Iteration 15Q: 3 clusters Score -49765.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49767.296875 Penalty: 615.513550
	Iteration 16Q: 3 clusters Score -49767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49767.296875 Penalty: 615.513550
	Iteration 17F: 3 clusters Score -49767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Entering Unmasked Estep 
Score: -53261012.000000 Penalty: 27443.482422
Splitting cluster 6 changes total score from -53260900.000000 to -53261012.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 7 (109807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109807 members 
Entering Unmasked Estep 
Score: -6783678.000000 Penalty: 528.094849
	Iteration 0F: 2 clusters Score -6783678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -6710855.500000 Penalty: 1056.189697
	Iteration 0F: 3 clusters Score -6710856 nChanged 53956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -6745640.000000 Penalty: 1056.189697
	Iteration 1F: 3 clusters Score -6745640 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -6750651.000000 Penalty: 1056.189697
	Iteration 2F: 3 clusters Score -6750651 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -6757967.000000 Penalty: 1056.189697
	Iteration 3F: 3 clusters Score -6757967 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -6765095.000000 Penalty: 1056.189697
	Iteration 4F: 3 clusters Score -6765095 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 82558 members 
Entering Unmasked Estep 
Score: -6769630.000000 Penalty: 1056.189697
	Iteration 5F: 3 clusters Score -6769630 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -6771692.000000 Penalty: 1056.189697
	Iteration 6Q: 3 clusters Score -6771692 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -6772771.000000 Penalty: 1056.189697
	Iteration 7Q: 3 clusters Score -6772771 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -6773544.500000 Penalty: 1056.189697
	Iteration 8Q: 3 clusters Score -6773544 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -6774335.500000 Penalty: 1056.189697
	Iteration 9Q: 3 clusters Score -6774336 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -6775182.000000 Penalty: 1056.189697
	Iteration 10Q: 3 clusters Score -6775182 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -6776094.000000 Penalty: 1056.189697
	Iteration 11Q: 3 clusters Score -6776094 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -6776860.500000 Penalty: 1056.189697
	Iteration 12Q: 3 clusters Score -6776860 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -6777712.000000 Penalty: 1056.189697
	Iteration 13Q: 3 clusters Score -6777712 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -6778626.500000 Penalty: 1056.189697
	Iteration 14Q: 3 clusters Score -6778626 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -6779477.000000 Penalty: 1056.189697
	Iteration 15Q: 3 clusters Score -6779477 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -6780430.500000 Penalty: 1056.189697
	Iteration 16Q: 3 clusters Score -6780430 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -6781233.500000 Penalty: 1056.189697
	Iteration 17Q: 3 clusters Score -6781234 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -6781888.500000 Penalty: 1056.189697
	Iteration 18Q: 3 clusters Score -6781888 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -6782313.500000 Penalty: 1056.189697
	Iteration 19Q: 3 clusters Score -6782314 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -6782594.500000 Penalty: 1056.189697
	Iteration 20F: 3 clusters Score -6782594 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -6782808.500000 Penalty: 1056.189697
	Iteration 21Q: 3 clusters Score -6782808 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -6782933.500000 Penalty: 1056.189697
	Iteration 22Q: 3 clusters Score -6782934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -6783029.000000 Penalty: 1056.189697
	Iteration 23Q: 3 clusters Score -6783029 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -6783103.500000 Penalty: 1056.189697
	Iteration 24Q: 3 clusters Score -6783104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -6783139.000000 Penalty: 1056.189697
	Iteration 25Q: 3 clusters Score -6783139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -6783170.500000 Penalty: 1056.189697
	Iteration 26Q: 3 clusters Score -6783170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -6783187.500000 Penalty: 1056.189697
	Iteration 27Q: 3 clusters Score -6783188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -6783202.000000 Penalty: 1056.189697
	Iteration 28Q: 3 clusters Score -6783202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 109486 members 
Entering Unmasked Estep 
Score: -6783207.000000 Penalty: 1056.189697
	Iteration 29Q: 3 clusters Score -6783207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 109495 members 
Entering Unmasked Estep 
Score: -6783217.500000 Penalty: 1056.189697
	Iteration 30Q: 3 clusters Score -6783218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -6783231.000000 Penalty: 1056.189697
	Iteration 31Q: 3 clusters Score -6783231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -6783244.000000 Penalty: 1056.189697
	Iteration 32Q: 3 clusters Score -6783244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -6783244.000000 Penalty: 1056.189697
	Iteration 33Q: 3 clusters Score -6783244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -6783247.500000 Penalty: 1056.189697
	Iteration 34Q: 3 clusters Score -6783248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 109544 members 
Entering Unmasked Estep 
Score: -6783253.000000 Penalty: 1056.189697
	Iteration 35Q: 3 clusters Score -6783253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109550 members 
Entering Unmasked Estep 
Score: -6783255.500000 Penalty: 1056.189697
	Iteration 36Q: 3 clusters Score -6783256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109551 members 
Entering Unmasked Estep 
Score: -6783256.000000 Penalty: 1056.189697
	Iteration 37Q: 3 clusters Score -6783256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -6783254.000000 Penalty: 1056.189697
	Iteration 38Q: 3 clusters Score -6783254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -6783253.500000 Penalty: 1056.189697
	Iteration 39Q: 3 clusters Score -6783254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -6783253.500000 Penalty: 1056.189697
	Iteration 40F: 3 clusters Score -6783254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -41609.550781 Penalty: 298.139099
	Iteration 0F: 2 clusters Score -41609.55 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 358 members 
Entering Unmasked Estep 
Score: -40966.750000 Penalty: 596.278198
	Iteration 0F: 3 clusters Score -40966.75 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -41135.277344 Penalty: 596.278198
	Iteration 1F: 3 clusters Score -41135.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41193.960938 Penalty: 596.278198
	Iteration 2F: 3 clusters Score -41193.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -41229.160156 Penalty: 596.278198
	Iteration 3F: 3 clusters Score -41229.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41259.910156 Penalty: 596.278198
	Iteration 4F: 3 clusters Score -41259.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -41277.351562 Penalty: 596.278198
	Iteration 5Q: 3 clusters Score -41277.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -41287.601562 Penalty: 596.278198
	Iteration 6Q: 3 clusters Score -41287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41296.281250 Penalty: 596.278198
	Iteration 7Q: 3 clusters Score -41296.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41301.820312 Penalty: 596.278198
	Iteration 8Q: 3 clusters Score -41301.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41307.945312 Penalty: 596.278198
	Iteration 9Q: 3 clusters Score -41307.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -41314.292969 Penalty: 596.278198
	Iteration 10Q: 3 clusters Score -41314.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -41323.613281 Penalty: 596.278198
	Iteration 11Q: 3 clusters Score -41323.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -41334.039062 Penalty: 596.278198
	Iteration 12Q: 3 clusters Score -41334.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -41343.535156 Penalty: 596.278198
	Iteration 13Q: 3 clusters Score -41343.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -41351.039062 Penalty: 596.278198
	Iteration 14Q: 3 clusters Score -41351.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -41361.441406 Penalty: 596.278198
	Iteration 15Q: 3 clusters Score -41361.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -41365.789062 Penalty: 596.278198
	Iteration 16Q: 3 clusters Score -41365.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -41368.000000 Penalty: 596.278198
	Iteration 17Q: 3 clusters Score -41368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -41373.359375 Penalty: 596.278198
	Iteration 18Q: 3 clusters Score -41373.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -41376.773438 Penalty: 596.278198
	Iteration 19Q: 3 clusters Score -41376.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -41377.320312 Penalty: 596.278198
	Iteration 20F: 3 clusters Score -41377.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -41377.539062 Penalty: 596.278198
	Iteration 21Q: 3 clusters Score -41377.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -41377.539062 Penalty: 596.278198
	Iteration 22F: 3 clusters Score -41377.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -80446.976562 Penalty: 324.926636
	Iteration 0F: 2 clusters Score -80446.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -79464.281250 Penalty: 649.853271
	Iteration 0F: 3 clusters Score -79464.28 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79807.328125 Penalty: 649.853271
	Iteration 1F: 3 clusters Score -79807.33 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79921.203125 Penalty: 649.853271
	Iteration 2F: 3 clusters Score -79921.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -80022.390625 Penalty: 649.853271
	Iteration 3F: 3 clusters Score -80022.39 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80114.093750 Penalty: 649.853271
	Iteration 4F: 3 clusters Score -80114.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80217.710938 Penalty: 649.853271
	Iteration 5F: 3 clusters Score -80217.71 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -80340.703125 Penalty: 649.853271
	Iteration 6F: 3 clusters Score -80340.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -80414.304688 Penalty: 649.853271
	Iteration 7Q: 3 clusters Score -80414.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -80456.953125 Penalty: 649.853271
	Iteration 8Q: 3 clusters Score -80456.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -80506.046875 Penalty: 649.853271
	Iteration 9Q: 3 clusters Score -80506.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80574.945312 Penalty: 649.853271
	Iteration 10Q: 3 clusters Score -80574.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -80668.398438 Penalty: 649.853271
	Iteration 11Q: 3 clusters Score -80668.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -80774.062500 Penalty: 649.853271
	Iteration 12Q: 3 clusters Score -80774.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -80852.023438 Penalty: 649.853271
	Iteration 13Q: 3 clusters Score -80852.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -80906.757812 Penalty: 649.853271
	Iteration 14Q: 3 clusters Score -80906.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -80965.898438 Penalty: 649.853271
	Iteration 15Q: 3 clusters Score -80965.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -80988.117188 Penalty: 649.853271
	Iteration 16Q: 3 clusters Score -80988.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -81007.179688 Penalty: 649.853271
	Iteration 17Q: 3 clusters Score -81007.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -81015.757812 Penalty: 649.853271
	Iteration 18Q: 3 clusters Score -81015.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81020.820312 Penalty: 649.853271
	Iteration 19Q: 3 clusters Score -81020.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -81024.468750 Penalty: 649.853271
	Iteration 20F: 3 clusters Score -81024.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81027.273438 Penalty: 649.853271
	Iteration 21Q: 3 clusters Score -81027.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -81029.664062 Penalty: 649.853271
	Iteration 22Q: 3 clusters Score -81029.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -81032.953125 Penalty: 649.853271
	Iteration 23Q: 3 clusters Score -81032.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -81033.078125 Penalty: 649.853271
	Iteration 24Q: 3 clusters Score -81033.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -81033.078125 Penalty: 649.853271
	Iteration 25F: 3 clusters Score -81033.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Entering Unmasked Estep 
Score: -53261340.000000 Penalty: 28067.199219
Splitting cluster 9 changes total score from -53260900.000000 to -53261340.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 10 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -29596.789062 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -29596.79 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 236 members 
Entering Unmasked Estep 
Score: -29124.359375 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -29124.36 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29401.710938 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -29401.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29539.242188 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -29539.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29631.789062 Penalty: 560.092102
	Iteration 3F: 3 clusters Score -29631.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29658.304688 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -29658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29661.500000 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -29661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29662.199219 Penalty: 560.092102
	Iteration 6Q: 3 clusters Score -29662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29662.199219 Penalty: 560.092102
	Iteration 7F: 3 clusters Score -29662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Entering Unmasked Estep 
Score: -53261088.000000 Penalty: 28690.914062
Splitting cluster 10 changes total score from -53260900.000000 to -53261088.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 11 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -24018.470703 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -24018.47 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 264 members 
Entering Unmasked Estep 
Score: -23532.962891 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -23532.96 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23883.583984 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -23883.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24115.570312 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -24115.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24239.677734 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -24239.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24325.929688 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -24325.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24349.308594 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -24349.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24359.158203 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -24359.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24364.996094 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -24365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24367.400391 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -24367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24387.005859 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -24387.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24398.052734 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -24398.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24398.152344 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -24398.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24400.380859 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -24400.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24400.892578 Penalty: 573.538330
	Iteration 13F: 3 clusters Score -24400.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24404.941406 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -24404.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24418.355469 Penalty: 573.538330
	Iteration 15Q: 3 clusters Score -24418.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24440.623047 Penalty: 573.538330
	Iteration 16Q: 3 clusters Score -24440.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24462.511719 Penalty: 573.538330
	Iteration 17Q: 3 clusters Score -24462.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24502.603516 Penalty: 573.538330
	Iteration 18Q: 3 clusters Score -24502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24520.554688 Penalty: 573.538330
	Iteration 19Q: 3 clusters Score -24520.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24526.140625 Penalty: 573.538330
	Iteration 20F: 3 clusters Score -24526.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Entering Unmasked Estep 
Score: -53261312.000000 Penalty: 29314.628906
Splitting cluster 11 changes total score from -53260900.000000 to -53261312.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 12 (96195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Entering Unmasked Estep 
Score: -5886593.500000 Penalty: 522.073059
	Iteration 0F: 2 clusters Score -5886594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -5822507.000000 Penalty: 1044.146118
	Iteration 0F: 3 clusters Score -5822507 nChanged 46819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -5851540.500000 Penalty: 1044.146118
	Iteration 1F: 3 clusters Score -5851540 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -5852577.000000 Penalty: 1044.146118
	Iteration 2Q: 3 clusters Score -5852577 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5853986.000000 Penalty: 1044.146118
	Iteration 3Q: 3 clusters Score -5853986 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5856189.500000 Penalty: 1044.146118
	Iteration 4Q: 3 clusters Score -5856190 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5859736.500000 Penalty: 1044.146118
	Iteration 5F: 3 clusters Score -5859736 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5864395.500000 Penalty: 1044.146118
	Iteration 6F: 3 clusters Score -5864396 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5869121.000000 Penalty: 1044.146118
	Iteration 7F: 3 clusters Score -5869121 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5872726.000000 Penalty: 1044.146118
	Iteration 8F: 3 clusters Score -5872726 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -5874731.000000 Penalty: 1044.146118
	Iteration 9Q: 3 clusters Score -5874731 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5875646.000000 Penalty: 1044.146118
	Iteration 10Q: 3 clusters Score -5875646 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5876290.500000 Penalty: 1044.146118
	Iteration 11Q: 3 clusters Score -5876290 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -5876841.500000 Penalty: 1044.146118
	Iteration 12Q: 3 clusters Score -5876842 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -5877374.000000 Penalty: 1044.146118
	Iteration 13Q: 3 clusters Score -5877374 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5877911.000000 Penalty: 1044.146118
	Iteration 14Q: 3 clusters Score -5877911 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5878423.000000 Penalty: 1044.146118
	Iteration 15Q: 3 clusters Score -5878423 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5878911.500000 Penalty: 1044.146118
	Iteration 16Q: 3 clusters Score -5878912 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5879371.000000 Penalty: 1044.146118
	Iteration 17Q: 3 clusters Score -5879371 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5879828.500000 Penalty: 1044.146118
	Iteration 18Q: 3 clusters Score -5879828 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5880232.500000 Penalty: 1044.146118
	Iteration 19Q: 3 clusters Score -5880232 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5880601.500000 Penalty: 1044.146118
	Iteration 20F: 3 clusters Score -5880602 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5880951.500000 Penalty: 1044.146118
	Iteration 21Q: 3 clusters Score -5880952 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -5881295.500000 Penalty: 1044.146118
	Iteration 22Q: 3 clusters Score -5881296 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -5881601.000000 Penalty: 1044.146118
	Iteration 23Q: 3 clusters Score -5881601 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -5881933.000000 Penalty: 1044.146118
	Iteration 24Q: 3 clusters Score -5881933 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5882248.500000 Penalty: 1044.146118
	Iteration 25Q: 3 clusters Score -5882248 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -5882529.000000 Penalty: 1044.146118
	Iteration 26Q: 3 clusters Score -5882529 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -5882786.500000 Penalty: 1044.146118
	Iteration 27Q: 3 clusters Score -5882786 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -5883074.500000 Penalty: 1044.146118
	Iteration 28Q: 3 clusters Score -5883074 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5883379.500000 Penalty: 1044.146118
	Iteration 29Q: 3 clusters Score -5883380 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5883655.000000 Penalty: 1044.146118
	Iteration 30Q: 3 clusters Score -5883655 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -5883985.000000 Penalty: 1044.146118
	Iteration 31Q: 3 clusters Score -5883985 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5884233.500000 Penalty: 1044.146118
	Iteration 32Q: 3 clusters Score -5884234 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5884495.000000 Penalty: 1044.146118
	Iteration 33Q: 3 clusters Score -5884495 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5884742.500000 Penalty: 1044.146118
	Iteration 34Q: 3 clusters Score -5884742 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5884954.000000 Penalty: 1044.146118
	Iteration 35Q: 3 clusters Score -5884954 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5885183.500000 Penalty: 1044.146118
	Iteration 36Q: 3 clusters Score -5885184 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5885375.500000 Penalty: 1044.146118
	Iteration 37Q: 3 clusters Score -5885376 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5885583.000000 Penalty: 1044.146118
	Iteration 38Q: 3 clusters Score -5885583 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5885724.000000 Penalty: 1044.146118
	Iteration 39Q: 3 clusters Score -5885724 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5885814.000000 Penalty: 1044.146118
	Iteration 40F: 3 clusters Score -5885814 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5885875.500000 Penalty: 1044.146118
	Iteration 41Q: 3 clusters Score -5885876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5885945.000000 Penalty: 1044.146118
	Iteration 42Q: 3 clusters Score -5885945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5885999.500000 Penalty: 1044.146118
	Iteration 43Q: 3 clusters Score -5886000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5886032.500000 Penalty: 1044.146118
	Iteration 44Q: 3 clusters Score -5886032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5886069.500000 Penalty: 1044.146118
	Iteration 45Q: 3 clusters Score -5886070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5886104.500000 Penalty: 1044.146118
	Iteration 46Q: 3 clusters Score -5886104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5886126.500000 Penalty: 1044.146118
	Iteration 47Q: 3 clusters Score -5886126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5886130.500000 Penalty: 1044.146118
	Iteration 48Q: 3 clusters Score -5886130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5886142.000000 Penalty: 1044.146118
	Iteration 49Q: 3 clusters Score -5886142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5886152.500000 Penalty: 1044.146118
	Iteration 50Q: 3 clusters Score -5886152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5886164.500000 Penalty: 1044.146118
	Iteration 51Q: 3 clusters Score -5886164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5886177.000000 Penalty: 1044.146118
	Iteration 52Q: 3 clusters Score -5886177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5886178.500000 Penalty: 1044.146118
	Iteration 53Q: 3 clusters Score -5886178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5886174.000000 Penalty: 1044.146118
	Iteration 54Q: 3 clusters Score -5886174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5886183.500000 Penalty: 1044.146118
	Iteration 55Q: 3 clusters Score -5886184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5886187.000000 Penalty: 1044.146118
	Iteration 56Q: 3 clusters Score -5886187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5886197.500000 Penalty: 1044.146118
	Iteration 57Q: 3 clusters Score -5886198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5886206.000000 Penalty: 1044.146118
	Iteration 58Q: 3 clusters Score -5886206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5886210.000000 Penalty: 1044.146118
	Iteration 59Q: 3 clusters Score -5886210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5886210.500000 Penalty: 1044.146118
	Iteration 60F: 3 clusters Score -5886210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5886208.000000 Penalty: 1044.146118
	Iteration 61Q: 3 clusters Score -5886208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5886216.000000 Penalty: 1044.146118
	Iteration 62Q: 3 clusters Score -5886216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5886218.500000 Penalty: 1044.146118
	Iteration 63Q: 3 clusters Score -5886218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5886215.500000 Penalty: 1044.146118
	Iteration 64Q: 3 clusters Score -5886216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5886216.000000 Penalty: 1044.146118
	Iteration 65Q: 3 clusters Score -5886216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5886219.000000 Penalty: 1044.146118
	Iteration 66Q: 3 clusters Score -5886219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5886220.000000 Penalty: 1044.146118
	Iteration 67Q: 3 clusters Score -5886220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5886220.500000 Penalty: 1044.146118
	Iteration 68Q: 3 clusters Score -5886220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5886227.000000 Penalty: 1044.146118
	Iteration 69Q: 3 clusters Score -5886227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5886229.000000 Penalty: 1044.146118
	Iteration 70Q: 3 clusters Score -5886229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5886229.000000 Penalty: 1044.146118
	Iteration 71Q: 3 clusters Score -5886229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5886227.500000 Penalty: 1044.146118
	Iteration 72Q: 3 clusters Score -5886228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5886229.000000 Penalty: 1044.146118
	Iteration 73Q: 3 clusters Score -5886229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5886234.000000 Penalty: 1044.146118
	Iteration 74Q: 3 clusters Score -5886234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5886232.500000 Penalty: 1044.146118
	Iteration 75Q: 3 clusters Score -5886232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5886232.500000 Penalty: 1044.146118
	Iteration 76F: 3 clusters Score -5886232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -32063.804688 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -32063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31602.847656 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -31602.85 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31848.675781 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -31848.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31954.560547 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -31954.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32018.318359 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -32018.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32096.900391 Penalty: 572.701172
	Iteration 4F: 3 clusters Score -32096.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32145.634766 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -32145.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32155.083984 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -32155.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32157.107422 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -32157.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32160.152344 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -32160.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32160.152344 Penalty: 572.701172
	Iteration 9F: 3 clusters Score -32160.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Entering Unmasked Estep 
Score: -53261068.000000 Penalty: 29938.345703
Splitting cluster 13 changes total score from -53260900.000000 to -53261068.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 14 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -229311.625000 Penalty: 372.140839
	Iteration 0F: 2 clusters Score -229311.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -226848.343750 Penalty: 744.281677
	Iteration 0F: 3 clusters Score -226848.3 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -227824.765625 Penalty: 744.281677
	Iteration 1F: 3 clusters Score -227824.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -227947.906250 Penalty: 744.281677
	Iteration 2F: 3 clusters Score -227947.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -228082.109375 Penalty: 744.281677
	Iteration 3Q: 3 clusters Score -228082.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -228237.156250 Penalty: 744.281677
	Iteration 4F: 3 clusters Score -228237.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -228377.078125 Penalty: 744.281677
	Iteration 5F: 3 clusters Score -228377.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -228476.093750 Penalty: 744.281677
	Iteration 6Q: 3 clusters Score -228476.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -228535.031250 Penalty: 744.281677
	Iteration 7Q: 3 clusters Score -228535 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -228571.875000 Penalty: 744.281677
	Iteration 8Q: 3 clusters Score -228571.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -228589.046875 Penalty: 744.281677
	Iteration 9Q: 3 clusters Score -228589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -228598.125000 Penalty: 744.281677
	Iteration 10Q: 3 clusters Score -228598.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -228603.843750 Penalty: 744.281677
	Iteration 11Q: 3 clusters Score -228603.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -228608.375000 Penalty: 744.281677
	Iteration 12Q: 3 clusters Score -228608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -228611.546875 Penalty: 744.281677
	Iteration 13Q: 3 clusters Score -228611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -228613.718750 Penalty: 744.281677
	Iteration 14Q: 3 clusters Score -228613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -228616.859375 Penalty: 744.281677
	Iteration 15Q: 3 clusters Score -228616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -228625.125000 Penalty: 744.281677
	Iteration 16Q: 3 clusters Score -228625.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -228631.921875 Penalty: 744.281677
	Iteration 17Q: 3 clusters Score -228631.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -228640.203125 Penalty: 744.281677
	Iteration 18Q: 3 clusters Score -228640.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -228647.781250 Penalty: 744.281677
	Iteration 19Q: 3 clusters Score -228647.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -228653.265625 Penalty: 744.281677
	Iteration 20F: 3 clusters Score -228653.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -228657.031250 Penalty: 744.281677
	Iteration 21Q: 3 clusters Score -228657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -228658.359375 Penalty: 744.281677
	Iteration 22Q: 3 clusters Score -228658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -228659.781250 Penalty: 744.281677
	Iteration 23Q: 3 clusters Score -228659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -228661.562500 Penalty: 744.281677
	Iteration 24Q: 3 clusters Score -228661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -228662.984375 Penalty: 744.281677
	Iteration 25Q: 3 clusters Score -228663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -228663.187500 Penalty: 744.281677
	Iteration 26Q: 3 clusters Score -228663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -228663.984375 Penalty: 744.281677
	Iteration 27Q: 3 clusters Score -228664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -228664.515625 Penalty: 744.281677
	Iteration 28Q: 3 clusters Score -228664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -228664.484375 Penalty: 744.281677
	Iteration 29Q: 3 clusters Score -228664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -228664.390625 Penalty: 744.281677
	Iteration 30Q: 3 clusters Score -228664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -228664.390625 Penalty: 744.281677
	Iteration 31F: 3 clusters Score -228664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -8170.008789 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -8170.009 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 136 members 
Entering Unmasked Estep 
Score: -7855.430176 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -7855.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7940.659180 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -7940.659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8006.317383 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -8006.317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8032.086426 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -8032.086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8044.116699 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -8044.117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8051.143555 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -8051.144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8054.637207 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -8054.637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8070.083008 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -8070.083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8080.048340 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -8080.048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8083.491211 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -8083.491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8129.651367 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -8129.651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8154.492676 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -8154.493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8183.568359 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -8183.568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8215.071289 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -8215.071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8224.708008 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -8224.708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8236.334961 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -8236.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8242.436523 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -8242.437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8250.751953 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -8250.752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8257.137695 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -8257.138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8257.682617 Penalty: 509.792816
	Iteration 19Q: 3 clusters Score -8257.683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8257.682617 Penalty: 509.792816
	Iteration 20F: 3 clusters Score -8257.683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 112 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 159 members 
Entering Unmasked Estep 
Score: -53260760.000000 Penalty: 30562.060547
Splitting cluster 15 changes total score from -53260900.000000 to -53260760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -15882.912109 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -15882.91 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 151 members 
Entering Unmasked Estep 
Score: -15537.605469 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -15537.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15747.409180 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -15747.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15815.552734 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -15815.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15937.879883 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -15937.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15976.227539 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -15976.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15986.791992 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -15986.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15991.230469 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -15991.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15995.937500 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -15995.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15999.372070 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -15999.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16006.710938 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -16006.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16012.772461 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -16012.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16020.643555 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -16020.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16043.468750 Penalty: 513.090271
	Iteration 12Q: 3 clusters Score -16043.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16099.208008 Penalty: 513.090271
	Iteration 13Q: 3 clusters Score -16099.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16110.336914 Penalty: 513.090271
	Iteration 14Q: 3 clusters Score -16110.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16132.075195 Penalty: 513.090271
	Iteration 15Q: 3 clusters Score -16132.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16159.375000 Penalty: 513.090271
	Iteration 16Q: 3 clusters Score -16159.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16240.116211 Penalty: 513.090271
	Iteration 17Q: 3 clusters Score -16240.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16346.540039 Penalty: 513.090271
	Iteration 18Q: 3 clusters Score -16346.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16348.916016 Penalty: 513.090271
	Iteration 19Q: 3 clusters Score -16348.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16380.270508 Penalty: 513.090271
	Iteration 20F: 3 clusters Score -16380.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16581.738281 Penalty: 513.090271
	Iteration 21Q: 3 clusters Score -16581.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16671.263672 Penalty: 513.090271
	Iteration 22Q: 3 clusters Score -16671.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16671.263672 Penalty: 513.090271
	Iteration 23F: 3 clusters Score -16671.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Entering Unmasked Estep 
Score: -53261488.000000 Penalty: 30562.060547
Splitting cluster 16 changes total score from -53260900.000000 to -53261488.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 17 (105675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Entering Unmasked Estep 
Score: -6507595.000000 Penalty: 526.349609
	Iteration 0F: 2 clusters Score -6507595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -6439353.500000 Penalty: 1052.699219
	Iteration 0F: 3 clusters Score -6439354 nChanged 51747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -6471247.500000 Penalty: 1052.699219
	Iteration 1F: 3 clusters Score -6471248 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -6473291.000000 Penalty: 1052.699219
	Iteration 2Q: 3 clusters Score -6473291 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -6476876.000000 Penalty: 1052.699219
	Iteration 3F: 3 clusters Score -6476876 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -6482605.500000 Penalty: 1052.699219
	Iteration 4F: 3 clusters Score -6482606 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -6490397.000000 Penalty: 1052.699219
	Iteration 5F: 3 clusters Score -6490397 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -6497447.000000 Penalty: 1052.699219
	Iteration 6F: 3 clusters Score -6497447 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -6501641.500000 Penalty: 1052.699219
	Iteration 7F: 3 clusters Score -6501642 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -6503358.500000 Penalty: 1052.699219
	Iteration 8Q: 3 clusters Score -6503358 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -6504072.000000 Penalty: 1052.699219
	Iteration 9Q: 3 clusters Score -6504072 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -6504461.500000 Penalty: 1052.699219
	Iteration 10Q: 3 clusters Score -6504462 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -6504780.500000 Penalty: 1052.699219
	Iteration 11Q: 3 clusters Score -6504780 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -6505064.500000 Penalty: 1052.699219
	Iteration 12Q: 3 clusters Score -6505064 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -6505250.000000 Penalty: 1052.699219
	Iteration 13Q: 3 clusters Score -6505250 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -6505490.500000 Penalty: 1052.699219
	Iteration 14Q: 3 clusters Score -6505490 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -6505742.500000 Penalty: 1052.699219
	Iteration 15Q: 3 clusters Score -6505742 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -6505992.000000 Penalty: 1052.699219
	Iteration 16Q: 3 clusters Score -6505992 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -6506243.000000 Penalty: 1052.699219
	Iteration 17Q: 3 clusters Score -6506243 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -6506407.500000 Penalty: 1052.699219
	Iteration 18Q: 3 clusters Score -6506408 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -6506574.000000 Penalty: 1052.699219
	Iteration 19Q: 3 clusters Score -6506574 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 98721 members 
Entering Unmasked Estep 
Score: -6506747.000000 Penalty: 1052.699219
	Iteration 20F: 3 clusters Score -6506747 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -6506792.500000 Penalty: 1052.699219
	Iteration 21Q: 3 clusters Score -6506792 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -6506858.000000 Penalty: 1052.699219
	Iteration 22Q: 3 clusters Score -6506858 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -6506900.000000 Penalty: 1052.699219
	Iteration 23Q: 3 clusters Score -6506900 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -6506953.500000 Penalty: 1052.699219
	Iteration 24Q: 3 clusters Score -6506954 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -6507006.500000 Penalty: 1052.699219
	Iteration 25Q: 3 clusters Score -6507006 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -6507070.500000 Penalty: 1052.699219
	Iteration 26Q: 3 clusters Score -6507070 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -6507112.000000 Penalty: 1052.699219
	Iteration 27Q: 3 clusters Score -6507112 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -6507185.000000 Penalty: 1052.699219
	Iteration 28Q: 3 clusters Score -6507185 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -6507234.000000 Penalty: 1052.699219
	Iteration 29Q: 3 clusters Score -6507234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -6507272.500000 Penalty: 1052.699219
	Iteration 30Q: 3 clusters Score -6507272 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 102127 members 
Entering Unmasked Estep 
Score: -6507296.500000 Penalty: 1052.699219
	Iteration 31Q: 3 clusters Score -6507296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -6507343.000000 Penalty: 1052.699219
	Iteration 32Q: 3 clusters Score -6507343 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -6507327.500000 Penalty: 1052.699219
	Iteration 33Q: 3 clusters Score -6507328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -6507363.000000 Penalty: 1052.699219
	Iteration 34Q: 3 clusters Score -6507363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -6507356.500000 Penalty: 1052.699219
	Iteration 35Q: 3 clusters Score -6507356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -6507356.500000 Penalty: 1052.699219
	Iteration 36Q: 3 clusters Score -6507356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -6507370.500000 Penalty: 1052.699219
	Iteration 37Q: 3 clusters Score -6507370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -6507376.500000 Penalty: 1052.699219
	Iteration 38Q: 3 clusters Score -6507376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -6507385.000000 Penalty: 1052.699219
	Iteration 39Q: 3 clusters Score -6507385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -6507405.000000 Penalty: 1052.699219
	Iteration 40F: 3 clusters Score -6507405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -6507416.000000 Penalty: 1052.699219
	Iteration 41Q: 3 clusters Score -6507416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -6507413.000000 Penalty: 1052.699219
	Iteration 42Q: 3 clusters Score -6507413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -6507434.500000 Penalty: 1052.699219
	Iteration 43Q: 3 clusters Score -6507434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -6507443.500000 Penalty: 1052.699219
	Iteration 44Q: 3 clusters Score -6507444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -6507439.000000 Penalty: 1052.699219
	Iteration 45Q: 3 clusters Score -6507439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -6507423.500000 Penalty: 1052.699219
	Iteration 46Q: 3 clusters Score -6507424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 103615 members 
Entering Unmasked Estep 
Score: -6507434.000000 Penalty: 1052.699219
	Iteration 47Q: 3 clusters Score -6507434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -6507442.000000 Penalty: 1052.699219
	Iteration 48Q: 3 clusters Score -6507442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -6507447.000000 Penalty: 1052.699219
	Iteration 49Q: 3 clusters Score -6507447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -6507445.000000 Penalty: 1052.699219
	Iteration 50Q: 3 clusters Score -6507445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -6507440.000000 Penalty: 1052.699219
	Iteration 51Q: 3 clusters Score -6507440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -6507432.000000 Penalty: 1052.699219
	Iteration 52Q: 3 clusters Score -6507432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -6507443.500000 Penalty: 1052.699219
	Iteration 53Q: 3 clusters Score -6507444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -6507446.000000 Penalty: 1052.699219
	Iteration 54Q: 3 clusters Score -6507446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -6507445.000000 Penalty: 1052.699219
	Iteration 55Q: 3 clusters Score -6507445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -6507453.000000 Penalty: 1052.699219
	Iteration 56Q: 3 clusters Score -6507453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -6507455.500000 Penalty: 1052.699219
	Iteration 57Q: 3 clusters Score -6507456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -6507459.500000 Penalty: 1052.699219
	Iteration 58Q: 3 clusters Score -6507460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -6507459.000000 Penalty: 1052.699219
	Iteration 59Q: 3 clusters Score -6507459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -6507463.500000 Penalty: 1052.699219
	Iteration 60F: 3 clusters Score -6507464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -6507462.500000 Penalty: 1052.699219
	Iteration 61Q: 3 clusters Score -6507462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -6507463.500000 Penalty: 1052.699219
	Iteration 62Q: 3 clusters Score -6507464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -6507463.500000 Penalty: 1052.699219
	Iteration 63Q: 3 clusters Score -6507464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -6507468.000000 Penalty: 1052.699219
	Iteration 64Q: 3 clusters Score -6507468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -6507465.500000 Penalty: 1052.699219
	Iteration 65Q: 3 clusters Score -6507466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -6507461.500000 Penalty: 1052.699219
	Iteration 66Q: 3 clusters Score -6507462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -6507461.500000 Penalty: 1052.699219
	Iteration 67F: 3 clusters Score -6507462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Entering Unmasked Estep 
Score: -5532780.000000 Penalty: 518.422729
	Iteration 0F: 2 clusters Score -5532780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5475388.000000 Penalty: 1036.845459
	Iteration 0F: 3 clusters Score -5475388 nChanged 43345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5501634.000000 Penalty: 1036.845459
	Iteration 1F: 3 clusters Score -5501634 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5502220.500000 Penalty: 1036.845459
	Iteration 2Q: 3 clusters Score -5502220 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5503213.500000 Penalty: 1036.845459
	Iteration 3Q: 3 clusters Score -5503214 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5504839.500000 Penalty: 1036.845459
	Iteration 4Q: 3 clusters Score -5504840 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5507551.000000 Penalty: 1036.845459
	Iteration 5F: 3 clusters Score -5507551 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5512043.000000 Penalty: 1036.845459
	Iteration 6F: 3 clusters Score -5512043 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5517114.000000 Penalty: 1036.845459
	Iteration 7F: 3 clusters Score -5517114 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5520010.000000 Penalty: 1036.845459
	Iteration 8F: 3 clusters Score -5520010 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5521155.500000 Penalty: 1036.845459
	Iteration 9Q: 3 clusters Score -5521156 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5521736.500000 Penalty: 1036.845459
	Iteration 10Q: 3 clusters Score -5521736 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -5522337.000000 Penalty: 1036.845459
	Iteration 11Q: 3 clusters Score -5522337 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -5522896.500000 Penalty: 1036.845459
	Iteration 12Q: 3 clusters Score -5522896 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -5523532.500000 Penalty: 1036.845459
	Iteration 13Q: 3 clusters Score -5523532 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5524156.000000 Penalty: 1036.845459
	Iteration 14Q: 3 clusters Score -5524156 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5524754.000000 Penalty: 1036.845459
	Iteration 15Q: 3 clusters Score -5524754 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -5525451.000000 Penalty: 1036.845459
	Iteration 16Q: 3 clusters Score -5525451 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5526167.000000 Penalty: 1036.845459
	Iteration 17Q: 3 clusters Score -5526167 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5526856.500000 Penalty: 1036.845459
	Iteration 18Q: 3 clusters Score -5526856 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5527454.500000 Penalty: 1036.845459
	Iteration 19Q: 3 clusters Score -5527454 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5528008.500000 Penalty: 1036.845459
	Iteration 20F: 3 clusters Score -5528008 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -5528542.000000 Penalty: 1036.845459
	Iteration 21Q: 3 clusters Score -5528542 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -5528929.500000 Penalty: 1036.845459
	Iteration 22Q: 3 clusters Score -5528930 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5529168.000000 Penalty: 1036.845459
	Iteration 23Q: 3 clusters Score -5529168 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5529371.500000 Penalty: 1036.845459
	Iteration 24Q: 3 clusters Score -5529372 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5529542.000000 Penalty: 1036.845459
	Iteration 25Q: 3 clusters Score -5529542 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -5529681.000000 Penalty: 1036.845459
	Iteration 26Q: 3 clusters Score -5529681 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5529777.500000 Penalty: 1036.845459
	Iteration 27Q: 3 clusters Score -5529778 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5529863.500000 Penalty: 1036.845459
	Iteration 28Q: 3 clusters Score -5529864 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5529913.000000 Penalty: 1036.845459
	Iteration 29Q: 3 clusters Score -5529913 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5529958.500000 Penalty: 1036.845459
	Iteration 30Q: 3 clusters Score -5529958 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -5529966.000000 Penalty: 1036.845459
	Iteration 31Q: 3 clusters Score -5529966 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -5530001.000000 Penalty: 1036.845459
	Iteration 32Q: 3 clusters Score -5530001 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5530012.000000 Penalty: 1036.845459
	Iteration 33Q: 3 clusters Score -5530012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -5530070.500000 Penalty: 1036.845459
	Iteration 34Q: 3 clusters Score -5530070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -5530055.000000 Penalty: 1036.845459
	Iteration 35Q: 3 clusters Score -5530055 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -5530056.500000 Penalty: 1036.845459
	Iteration 36Q: 3 clusters Score -5530056 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -5530070.500000 Penalty: 1036.845459
	Iteration 37Q: 3 clusters Score -5530070 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -5530106.000000 Penalty: 1036.845459
	Iteration 38Q: 3 clusters Score -5530106 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -5530126.500000 Penalty: 1036.845459
	Iteration 39Q: 3 clusters Score -5530126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -5530120.500000 Penalty: 1036.845459
	Iteration 40F: 3 clusters Score -5530120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5530130.500000 Penalty: 1036.845459
	Iteration 41Q: 3 clusters Score -5530130 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5530140.000000 Penalty: 1036.845459
	Iteration 42Q: 3 clusters Score -5530140 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5530142.000000 Penalty: 1036.845459
	Iteration 43Q: 3 clusters Score -5530142 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5530155.000000 Penalty: 1036.845459
	Iteration 44Q: 3 clusters Score -5530155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -5530169.000000 Penalty: 1036.845459
	Iteration 45Q: 3 clusters Score -5530169 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5530183.500000 Penalty: 1036.845459
	Iteration 46Q: 3 clusters Score -5530184 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -5530170.000000 Penalty: 1036.845459
	Iteration 47Q: 3 clusters Score -5530170 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -5530194.500000 Penalty: 1036.845459
	Iteration 48Q: 3 clusters Score -5530194 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5530198.000000 Penalty: 1036.845459
	Iteration 49Q: 3 clusters Score -5530198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -5530196.500000 Penalty: 1036.845459
	Iteration 50Q: 3 clusters Score -5530196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5530186.000000 Penalty: 1036.845459
	Iteration 51Q: 3 clusters Score -5530186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -5530185.000000 Penalty: 1036.845459
	Iteration 52Q: 3 clusters Score -5530185 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -5530182.000000 Penalty: 1036.845459
	Iteration 53Q: 3 clusters Score -5530182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -5530172.500000 Penalty: 1036.845459
	Iteration 54Q: 3 clusters Score -5530172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -5530159.000000 Penalty: 1036.845459
	Iteration 55Q: 3 clusters Score -5530159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5530171.500000 Penalty: 1036.845459
	Iteration 56Q: 3 clusters Score -5530172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5530178.500000 Penalty: 1036.845459
	Iteration 57Q: 3 clusters Score -5530178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -5530162.000000 Penalty: 1036.845459
	Iteration 58Q: 3 clusters Score -5530162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -5530158.000000 Penalty: 1036.845459
	Iteration 59Q: 3 clusters Score -5530158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5530152.500000 Penalty: 1036.845459
	Iteration 60F: 3 clusters Score -5530152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5530158.000000 Penalty: 1036.845459
	Iteration 61Q: 3 clusters Score -5530158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5530151.000000 Penalty: 1036.845459
	Iteration 62Q: 3 clusters Score -5530151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -5530154.500000 Penalty: 1036.845459
	Iteration 63Q: 3 clusters Score -5530154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5530161.500000 Penalty: 1036.845459
	Iteration 64Q: 3 clusters Score -5530162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5530164.000000 Penalty: 1036.845459
	Iteration 65Q: 3 clusters Score -5530164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -5530159.000000 Penalty: 1036.845459
	Iteration 66Q: 3 clusters Score -5530159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -5530148.500000 Penalty: 1036.845459
	Iteration 67Q: 3 clusters Score -5530148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -5530147.000000 Penalty: 1036.845459
	Iteration 68Q: 3 clusters Score -5530147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5530144.500000 Penalty: 1036.845459
	Iteration 69Q: 3 clusters Score -5530144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -5530158.000000 Penalty: 1036.845459
	Iteration 70Q: 3 clusters Score -5530158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -5530148.500000 Penalty: 1036.845459
	Iteration 71Q: 3 clusters Score -5530148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -5530145.000000 Penalty: 1036.845459
	Iteration 72Q: 3 clusters Score -5530145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5530147.500000 Penalty: 1036.845459
	Iteration 73Q: 3 clusters Score -5530148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5530148.000000 Penalty: 1036.845459
	Iteration 74Q: 3 clusters Score -5530148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -5530147.000000 Penalty: 1036.845459
	Iteration 75Q: 3 clusters Score -5530147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5530147.000000 Penalty: 1036.845459
	Iteration 76Q: 3 clusters Score -5530147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -5530145.000000 Penalty: 1036.845459
	Iteration 77Q: 3 clusters Score -5530145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5530143.500000 Penalty: 1036.845459
	Iteration 78Q: 3 clusters Score -5530144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5530144.000000 Penalty: 1036.845459
	Iteration 79Q: 3 clusters Score -5530144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -5530145.500000 Penalty: 1036.845459
	Iteration 80F: 3 clusters Score -5530146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -5530144.000000 Penalty: 1036.845459
	Iteration 81Q: 3 clusters Score -5530144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5530145.500000 Penalty: 1036.845459
	Iteration 82Q: 3 clusters Score -5530146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -5530147.000000 Penalty: 1036.845459
	Iteration 83Q: 3 clusters Score -5530147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -5530142.500000 Penalty: 1036.845459
	Iteration 84Q: 3 clusters Score -5530142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -5530142.000000 Penalty: 1036.845459
	Iteration 85Q: 3 clusters Score -5530142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -5530137.500000 Penalty: 1036.845459
	Iteration 86Q: 3 clusters Score -5530138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -5530128.500000 Penalty: 1036.845459
	Iteration 87Q: 3 clusters Score -5530128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5530126.500000 Penalty: 1036.845459
	Iteration 88Q: 3 clusters Score -5530126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -5530128.500000 Penalty: 1036.845459
	Iteration 89Q: 3 clusters Score -5530128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5530143.000000 Penalty: 1036.845459
	Iteration 90Q: 3 clusters Score -5530143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5530136.500000 Penalty: 1036.845459
	Iteration 91Q: 3 clusters Score -5530136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -5530131.000000 Penalty: 1036.845459
	Iteration 92Q: 3 clusters Score -5530131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -5530130.000000 Penalty: 1036.845459
	Iteration 93Q: 3 clusters Score -5530130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -5530131.500000 Penalty: 1036.845459
	Iteration 94Q: 3 clusters Score -5530132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -5530129.500000 Penalty: 1036.845459
	Iteration 95Q: 3 clusters Score -5530130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -5530124.500000 Penalty: 1036.845459
	Iteration 96Q: 3 clusters Score -5530124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5530122.500000 Penalty: 1036.845459
	Iteration 97Q: 3 clusters Score -5530122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -5530137.500000 Penalty: 1036.845459
	Iteration 98Q: 3 clusters Score -5530138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -5530126.500000 Penalty: 1036.845459
	Iteration 99Q: 3 clusters Score -5530126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -5530126.000000 Penalty: 1036.845459
	Iteration 100F: 3 clusters Score -5530126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5530131.000000 Penalty: 1036.845459
	Iteration 101Q: 3 clusters Score -5530131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -5530135.500000 Penalty: 1036.845459
	Iteration 102Q: 3 clusters Score -5530136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5530134.500000 Penalty: 1036.845459
	Iteration 103Q: 3 clusters Score -5530134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -5530126.000000 Penalty: 1036.845459
	Iteration 104Q: 3 clusters Score -5530126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -5530121.000000 Penalty: 1036.845459
	Iteration 105Q: 3 clusters Score -5530121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -5530123.500000 Penalty: 1036.845459
	Iteration 106Q: 3 clusters Score -5530124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5530118.500000 Penalty: 1036.845459
	Iteration 107Q: 3 clusters Score -5530118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5530116.500000 Penalty: 1036.845459
	Iteration 108Q: 3 clusters Score -5530116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5530120.500000 Penalty: 1036.845459
	Iteration 109Q: 3 clusters Score -5530120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5530120.500000 Penalty: 1036.845459
	Iteration 110Q: 3 clusters Score -5530120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5530118.500000 Penalty: 1036.845459
	Iteration 111Q: 3 clusters Score -5530118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5530118.500000 Penalty: 1036.845459
	Iteration 112F: 3 clusters Score -5530118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -38469.058594 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -38469.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37951.406250 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -37951.41 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38121.496094 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -38121.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38198.078125 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -38198.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38254.375000 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -38254.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38320.828125 Penalty: 571.003357
	Iteration 4F: 3 clusters Score -38320.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38412.003906 Penalty: 571.003357
	Iteration 5F: 3 clusters Score -38412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38491.742188 Penalty: 571.003357
	Iteration 6F: 3 clusters Score -38491.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38553.523438 Penalty: 571.003357
	Iteration 7F: 3 clusters Score -38553.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38598.425781 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -38598.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38606.277344 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -38606.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38608.320312 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -38608.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38608.320312 Penalty: 571.003357
	Iteration 11F: 3 clusters Score -38608.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Entering Unmasked Estep 
Score: -53261328.000000 Penalty: 31185.775391
Splitting cluster 19 changes total score from -53260900.000000 to -53261328.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 20 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -23495.867188 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -23495.87 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 186 members 
Entering Unmasked Estep 
Score: -23076.171875 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -23076.17 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23187.951172 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -23187.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23237.460938 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -23237.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23257.091797 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -23257.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23266.318359 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -23266.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23273.906250 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -23273.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23284.640625 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -23284.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23296.050781 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -23296.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23304.621094 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -23304.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23306.783203 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -23306.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23307.611328 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -23307.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23309.281250 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -23309.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23312.294922 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -23312.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23316.546875 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -23316.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23320.171875 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -23320.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23327.919922 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -23327.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23328.423828 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -23328.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23328.423828 Penalty: 540.794739
	Iteration 17F: 3 clusters Score -23328.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -23525.835938 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -23525.84 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 235 members 
Entering Unmasked Estep 
Score: -23069.160156 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -23069.16 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23781.107422 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -23781.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23930.525391 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -23930.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24020.056641 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -24020.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24069.894531 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -24069.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24129.203125 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -24129.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24265.265625 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -24265.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24302.031250 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -24302.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24318.218750 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -24318.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24327.783203 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -24327.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24345.609375 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -24345.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24372.138672 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -24372.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24409.238281 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -24409.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24459.863281 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -24459.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24517.539062 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -24517.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24544.976562 Penalty: 563.690918
	Iteration 15Q: 3 clusters Score -24544.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24559.923828 Penalty: 563.690918
	Iteration 16Q: 3 clusters Score -24559.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24559.923828 Penalty: 563.690918
	Iteration 17F: 3 clusters Score -24559.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Entering Unmasked Estep 
Score: -53261972.000000 Penalty: 31809.492188
Splitting cluster 21 changes total score from -53260900.000000 to -53261972.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (56492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Entering Unmasked Estep 
Score: -3544692.750000 Penalty: 497.854370
	Iteration 0F: 2 clusters Score -3544693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3506514.250000 Penalty: 995.708740
	Iteration 0F: 3 clusters Score -3506514 nChanged 27577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3523872.000000 Penalty: 995.708740
	Iteration 1F: 3 clusters Score -3523872 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3525171.750000 Penalty: 995.708740
	Iteration 2F: 3 clusters Score -3525172 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3527254.750000 Penalty: 995.708740
	Iteration 3F: 3 clusters Score -3527255 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3530390.000000 Penalty: 995.708740
	Iteration 4F: 3 clusters Score -3530390 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3533987.000000 Penalty: 995.708740
	Iteration 5F: 3 clusters Score -3533987 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3537118.250000 Penalty: 995.708740
	Iteration 6F: 3 clusters Score -3537118 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3539133.250000 Penalty: 995.708740
	Iteration 7Q: 3 clusters Score -3539133 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3540124.750000 Penalty: 995.708740
	Iteration 8Q: 3 clusters Score -3540125 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3540658.750000 Penalty: 995.708740
	Iteration 9Q: 3 clusters Score -3540659 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3541081.750000 Penalty: 995.708740
	Iteration 10Q: 3 clusters Score -3541082 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3541454.750000 Penalty: 995.708740
	Iteration 11Q: 3 clusters Score -3541455 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3541791.500000 Penalty: 995.708740
	Iteration 12Q: 3 clusters Score -3541792 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3542126.500000 Penalty: 995.708740
	Iteration 13Q: 3 clusters Score -3542126 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3542426.750000 Penalty: 995.708740
	Iteration 14Q: 3 clusters Score -3542427 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3542683.000000 Penalty: 995.708740
	Iteration 15Q: 3 clusters Score -3542683 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3542913.500000 Penalty: 995.708740
	Iteration 16Q: 3 clusters Score -3542914 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3543168.500000 Penalty: 995.708740
	Iteration 17Q: 3 clusters Score -3543168 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3543375.750000 Penalty: 995.708740
	Iteration 18Q: 3 clusters Score -3543376 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3543576.750000 Penalty: 995.708740
	Iteration 19Q: 3 clusters Score -3543577 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3543745.750000 Penalty: 995.708740
	Iteration 20F: 3 clusters Score -3543746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3543868.250000 Penalty: 995.708740
	Iteration 21Q: 3 clusters Score -3543868 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3543954.000000 Penalty: 995.708740
	Iteration 22Q: 3 clusters Score -3543954 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3544049.000000 Penalty: 995.708740
	Iteration 23Q: 3 clusters Score -3544049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3544107.500000 Penalty: 995.708740
	Iteration 24Q: 3 clusters Score -3544108 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3544142.750000 Penalty: 995.708740
	Iteration 25Q: 3 clusters Score -3544143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3544162.250000 Penalty: 995.708740
	Iteration 26Q: 3 clusters Score -3544162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3544165.750000 Penalty: 995.708740
	Iteration 27Q: 3 clusters Score -3544166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3544188.000000 Penalty: 995.708740
	Iteration 28Q: 3 clusters Score -3544188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3544192.500000 Penalty: 995.708740
	Iteration 29Q: 3 clusters Score -3544192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3544207.000000 Penalty: 995.708740
	Iteration 30Q: 3 clusters Score -3544207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3544210.500000 Penalty: 995.708740
	Iteration 31Q: 3 clusters Score -3544210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3544225.750000 Penalty: 995.708740
	Iteration 32Q: 3 clusters Score -3544226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3544242.750000 Penalty: 995.708740
	Iteration 33Q: 3 clusters Score -3544243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3544257.250000 Penalty: 995.708740
	Iteration 34Q: 3 clusters Score -3544257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3544265.250000 Penalty: 995.708740
	Iteration 35Q: 3 clusters Score -3544265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3544278.750000 Penalty: 995.708740
	Iteration 36Q: 3 clusters Score -3544279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3544292.000000 Penalty: 995.708740
	Iteration 37Q: 3 clusters Score -3544292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3544297.000000 Penalty: 995.708740
	Iteration 38Q: 3 clusters Score -3544297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3544304.250000 Penalty: 995.708740
	Iteration 39Q: 3 clusters Score -3544304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3544311.750000 Penalty: 995.708740
	Iteration 40F: 3 clusters Score -3544312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3544319.750000 Penalty: 995.708740
	Iteration 41Q: 3 clusters Score -3544320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3544330.000000 Penalty: 995.708740
	Iteration 42Q: 3 clusters Score -3544330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3544345.500000 Penalty: 995.708740
	Iteration 43Q: 3 clusters Score -3544346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3544355.250000 Penalty: 995.708740
	Iteration 44Q: 3 clusters Score -3544355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3544365.000000 Penalty: 995.708740
	Iteration 45Q: 3 clusters Score -3544365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3544366.000000 Penalty: 995.708740
	Iteration 46Q: 3 clusters Score -3544366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3544367.500000 Penalty: 995.708740
	Iteration 47Q: 3 clusters Score -3544368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3544372.000000 Penalty: 995.708740
	Iteration 48Q: 3 clusters Score -3544372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3544372.750000 Penalty: 995.708740
	Iteration 49Q: 3 clusters Score -3544373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3544372.000000 Penalty: 995.708740
	Iteration 50Q: 3 clusters Score -3544372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3544372.250000 Penalty: 995.708740
	Iteration 51Q: 3 clusters Score -3544372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3544373.500000 Penalty: 995.708740
	Iteration 52Q: 3 clusters Score -3544374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3544372.750000 Penalty: 995.708740
	Iteration 53Q: 3 clusters Score -3544373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3544372.750000 Penalty: 995.708740
	Iteration 54F: 3 clusters Score -3544373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Entering Unmasked Estep 
Score: -6193500.000000 Penalty: 523.194275
	Iteration 0F: 2 clusters Score -6193500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -6130137.500000 Penalty: 1046.388550
	Iteration 0F: 3 clusters Score -6130138 nChanged 48090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -6160940.500000 Penalty: 1046.388550
	Iteration 1F: 3 clusters Score -6160940 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -6163622.000000 Penalty: 1046.388550
	Iteration 2F: 3 clusters Score -6163622 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -6167786.000000 Penalty: 1046.388550
	Iteration 3F: 3 clusters Score -6167786 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -6173754.500000 Penalty: 1046.388550
	Iteration 4F: 3 clusters Score -6173754 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6179777.000000 Penalty: 1046.388550
	Iteration 5F: 3 clusters Score -6179777 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -6182938.500000 Penalty: 1046.388550
	Iteration 6F: 3 clusters Score -6182938 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6184056.500000 Penalty: 1046.388550
	Iteration 7Q: 3 clusters Score -6184056 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -6184577.000000 Penalty: 1046.388550
	Iteration 8Q: 3 clusters Score -6184577 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -6185003.000000 Penalty: 1046.388550
	Iteration 9Q: 3 clusters Score -6185003 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6185397.000000 Penalty: 1046.388550
	Iteration 10Q: 3 clusters Score -6185397 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6185862.500000 Penalty: 1046.388550
	Iteration 11Q: 3 clusters Score -6185862 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6186308.000000 Penalty: 1046.388550
	Iteration 12Q: 3 clusters Score -6186308 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6186740.000000 Penalty: 1046.388550
	Iteration 13Q: 3 clusters Score -6186740 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -6187196.500000 Penalty: 1046.388550
	Iteration 14Q: 3 clusters Score -6187196 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -6187620.500000 Penalty: 1046.388550
	Iteration 15Q: 3 clusters Score -6187620 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -6188044.000000 Penalty: 1046.388550
	Iteration 16Q: 3 clusters Score -6188044 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -6188371.500000 Penalty: 1046.388550
	Iteration 17Q: 3 clusters Score -6188372 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -6188798.500000 Penalty: 1046.388550
	Iteration 18Q: 3 clusters Score -6188798 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6189176.000000 Penalty: 1046.388550
	Iteration 19Q: 3 clusters Score -6189176 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -6189557.500000 Penalty: 1046.388550
	Iteration 20F: 3 clusters Score -6189558 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -6189900.500000 Penalty: 1046.388550
	Iteration 21Q: 3 clusters Score -6189900 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -6190226.500000 Penalty: 1046.388550
	Iteration 22Q: 3 clusters Score -6190226 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -6190525.000000 Penalty: 1046.388550
	Iteration 23Q: 3 clusters Score -6190525 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6190837.000000 Penalty: 1046.388550
	Iteration 24Q: 3 clusters Score -6190837 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -6191154.000000 Penalty: 1046.388550
	Iteration 25Q: 3 clusters Score -6191154 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6191412.000000 Penalty: 1046.388550
	Iteration 26Q: 3 clusters Score -6191412 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -6191627.500000 Penalty: 1046.388550
	Iteration 27Q: 3 clusters Score -6191628 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6191835.500000 Penalty: 1046.388550
	Iteration 28Q: 3 clusters Score -6191836 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6192023.000000 Penalty: 1046.388550
	Iteration 29Q: 3 clusters Score -6192023 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6192234.000000 Penalty: 1046.388550
	Iteration 30Q: 3 clusters Score -6192234 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6192367.500000 Penalty: 1046.388550
	Iteration 31Q: 3 clusters Score -6192368 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -6192504.500000 Penalty: 1046.388550
	Iteration 32Q: 3 clusters Score -6192504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6192622.000000 Penalty: 1046.388550
	Iteration 33Q: 3 clusters Score -6192622 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6192687.500000 Penalty: 1046.388550
	Iteration 34Q: 3 clusters Score -6192688 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6192755.500000 Penalty: 1046.388550
	Iteration 35Q: 3 clusters Score -6192756 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95333 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6192802.000000 Penalty: 1046.388550
	Iteration 36Q: 3 clusters Score -6192802 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6192824.500000 Penalty: 1046.388550
	Iteration 37Q: 3 clusters Score -6192824 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6192860.000000 Penalty: 1046.388550
	Iteration 38Q: 3 clusters Score -6192860 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6192887.500000 Penalty: 1046.388550
	Iteration 39Q: 3 clusters Score -6192888 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6192911.500000 Penalty: 1046.388550
	Iteration 40F: 3 clusters Score -6192912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6192977.500000 Penalty: 1046.388550
	Iteration 41Q: 3 clusters Score -6192978 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6193032.000000 Penalty: 1046.388550
	Iteration 42Q: 3 clusters Score -6193032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6193070.500000 Penalty: 1046.388550
	Iteration 43Q: 3 clusters Score -6193070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6193073.000000 Penalty: 1046.388550
	Iteration 44Q: 3 clusters Score -6193073 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6193061.000000 Penalty: 1046.388550
	Iteration 45Q: 3 clusters Score -6193061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6193073.000000 Penalty: 1046.388550
	Iteration 46Q: 3 clusters Score -6193073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6193108.500000 Penalty: 1046.388550
	Iteration 47Q: 3 clusters Score -6193108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6193117.500000 Penalty: 1046.388550
	Iteration 48Q: 3 clusters Score -6193118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6193139.000000 Penalty: 1046.388550
	Iteration 49Q: 3 clusters Score -6193139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6193133.000000 Penalty: 1046.388550
	Iteration 50Q: 3 clusters Score -6193133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6193133.500000 Penalty: 1046.388550
	Iteration 51Q: 3 clusters Score -6193134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6193138.500000 Penalty: 1046.388550
	Iteration 52Q: 3 clusters Score -6193138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6193147.000000 Penalty: 1046.388550
	Iteration 53Q: 3 clusters Score -6193147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6193163.500000 Penalty: 1046.388550
	Iteration 54Q: 3 clusters Score -6193164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6193165.000000 Penalty: 1046.388550
	Iteration 55Q: 3 clusters Score -6193165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6193166.500000 Penalty: 1046.388550
	Iteration 56Q: 3 clusters Score -6193166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97854 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6193163.500000 Penalty: 1046.388550
	Iteration 57Q: 3 clusters Score -6193164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6193168.500000 Penalty: 1046.388550
	Iteration 58Q: 3 clusters Score -6193168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6193161.500000 Penalty: 1046.388550
	Iteration 59Q: 3 clusters Score -6193162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6193159.000000 Penalty: 1046.388550
	Iteration 60F: 3 clusters Score -6193159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97931 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6193167.000000 Penalty: 1046.388550
	Iteration 61Q: 3 clusters Score -6193167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6193184.000000 Penalty: 1046.388550
	Iteration 62Q: 3 clusters Score -6193184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6193173.500000 Penalty: 1046.388550
	Iteration 63Q: 3 clusters Score -6193174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6193170.500000 Penalty: 1046.388550
	Iteration 64Q: 3 clusters Score -6193170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6193175.500000 Penalty: 1046.388550
	Iteration 65Q: 3 clusters Score -6193176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6193171.500000 Penalty: 1046.388550
	Iteration 66Q: 3 clusters Score -6193172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6193186.000000 Penalty: 1046.388550
	Iteration 67Q: 3 clusters Score -6193186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6193184.500000 Penalty: 1046.388550
	Iteration 68Q: 3 clusters Score -6193184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6193187.000000 Penalty: 1046.388550
	Iteration 69Q: 3 clusters Score -6193187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6193170.500000 Penalty: 1046.388550
	Iteration 70Q: 3 clusters Score -6193170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6193170.500000 Penalty: 1046.388550
	Iteration 71Q: 3 clusters Score -6193170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6193173.000000 Penalty: 1046.388550
	Iteration 72Q: 3 clusters Score -6193173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6193171.500000 Penalty: 1046.388550
	Iteration 73Q: 3 clusters Score -6193172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6193177.000000 Penalty: 1046.388550
	Iteration 74Q: 3 clusters Score -6193177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6193183.000000 Penalty: 1046.388550
	Iteration 75Q: 3 clusters Score -6193183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6193184.000000 Penalty: 1046.388550
	Iteration 76Q: 3 clusters Score -6193184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6193181.500000 Penalty: 1046.388550
	Iteration 77Q: 3 clusters Score -6193182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6193182.000000 Penalty: 1046.388550
	Iteration 78Q: 3 clusters Score -6193182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6193180.000000 Penalty: 1046.388550
	Iteration 79Q: 3 clusters Score -6193180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6193181.000000 Penalty: 1046.388550
	Iteration 80F: 3 clusters Score -6193181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -108136.859375 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -108136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106892.023438 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -106892 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -107368.843750 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -107368.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -107496.867188 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -107496.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -107622.617188 Penalty: 676.571167
	Iteration 3F: 3 clusters Score -107622.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -107746.460938 Penalty: 676.571167
	Iteration 4F: 3 clusters Score -107746.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -107855.625000 Penalty: 676.571167
	Iteration 5F: 3 clusters Score -107855.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107941.156250 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -107941.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -108010.382812 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -108010.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -108049.398438 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -108049.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -108072.796875 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -108072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -108097.750000 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -108097.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -108120.281250 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -108120.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -108140.156250 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -108140.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -108147.476562 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -108147.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -108156.039062 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -108156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -108163.976562 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -108164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -108169.609375 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -108169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -108172.734375 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -108172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -108174.398438 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -108174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -108175.078125 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -108175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -108175.679688 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -108175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -108175.968750 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -108176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -108176.195312 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -108176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -108176.156250 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -108176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -108176.148438 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -108176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -108176.578125 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -108176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -108176.742188 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -108176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -108176.757812 Penalty: 676.571167
	Iteration 27Q: 3 clusters Score -108176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -108176.921875 Penalty: 676.571167
	Iteration 28Q: 3 clusters Score -108176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -108177.171875 Penalty: 676.571167
	Iteration 29Q: 3 clusters Score -108177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -108177.171875 Penalty: 676.571167
	Iteration 30F: 3 clusters Score -108177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Entering Unmasked Estep 
Score: -53261700.000000 Penalty: 32433.207031
Splitting cluster 24 changes total score from -53260900.000000 to -53261700.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 25 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15703.518555 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15703.52 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 167 members 
Entering Unmasked Estep 
Score: -15380.054688 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -15380.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15784.287109 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15784.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16054.234375 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -16054.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16215.434570 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -16215.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16245.902344 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -16245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16278.444336 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -16278.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16288.978516 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -16288.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16290.733398 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -16290.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16291.389648 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -16291.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16298.803711 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -16298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16298.803711 Penalty: 527.992737
	Iteration 10F: 3 clusters Score -16298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 3481 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Entering Unmasked Estep 
Score: -53261920.000000 Penalty: 33056.921875
Splitting cluster 25 changes total score from -53260900.000000 to -53261920.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 26 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8404.292969 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8404.293 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 88 members 
Entering Unmasked Estep 
Score: -8144.376953 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8144.377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8209.891602 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8209.892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8236.348633 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8236.349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8251.340820 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8251.341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8257.169922 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8257.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8258.219727 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -8258.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8259.214844 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -8259.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8260.319336 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -8260.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8260.319336 Penalty: 465.737427
	Iteration 8F: 3 clusters Score -8260.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -346161.687500 Penalty: 392.631866
	Iteration 0F: 2 clusters Score -346161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -342415.343750 Penalty: 785.263733
	Iteration 0F: 3 clusters Score -342415.3 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -343915.906250 Penalty: 785.263733
	Iteration 1F: 3 clusters Score -343915.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -344142.875000 Penalty: 785.263733
	Iteration 2F: 3 clusters Score -344142.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -344441.531250 Penalty: 785.263733
	Iteration 3F: 3 clusters Score -344441.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -344809.218750 Penalty: 785.263733
	Iteration 4F: 3 clusters Score -344809.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -345126.125000 Penalty: 785.263733
	Iteration 5F: 3 clusters Score -345126.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -345368.250000 Penalty: 785.263733
	Iteration 6Q: 3 clusters Score -345368.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -345533.593750 Penalty: 785.263733
	Iteration 7Q: 3 clusters Score -345533.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -345704.687500 Penalty: 785.263733
	Iteration 8Q: 3 clusters Score -345704.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -345817.750000 Penalty: 785.263733
	Iteration 9Q: 3 clusters Score -345817.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -345875.718750 Penalty: 785.263733
	Iteration 10Q: 3 clusters Score -345875.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -345908.593750 Penalty: 785.263733
	Iteration 11Q: 3 clusters Score -345908.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -345926.093750 Penalty: 785.263733
	Iteration 12Q: 3 clusters Score -345926.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -345936.031250 Penalty: 785.263733
	Iteration 13Q: 3 clusters Score -345936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -345942.500000 Penalty: 785.263733
	Iteration 14Q: 3 clusters Score -345942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -345944.562500 Penalty: 785.263733
	Iteration 15Q: 3 clusters Score -345944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -345945.406250 Penalty: 785.263733
	Iteration 16Q: 3 clusters Score -345945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -345945.562500 Penalty: 785.263733
	Iteration 17Q: 3 clusters Score -345945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -345946.343750 Penalty: 785.263733
	Iteration 18Q: 3 clusters Score -345946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -345947.937500 Penalty: 785.263733
	Iteration 19Q: 3 clusters Score -345947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -345948.031250 Penalty: 785.263733
	Iteration 20F: 3 clusters Score -345948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -345949.125000 Penalty: 785.263733
	Iteration 21Q: 3 clusters Score -345949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -345949.593750 Penalty: 785.263733
	Iteration 22Q: 3 clusters Score -345949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -345949.625000 Penalty: 785.263733
	Iteration 23Q: 3 clusters Score -345949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -345949.781250 Penalty: 785.263733
	Iteration 24Q: 3 clusters Score -345949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -345950.218750 Penalty: 785.263733
	Iteration 25Q: 3 clusters Score -345950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -345950.343750 Penalty: 785.263733
	Iteration 26Q: 3 clusters Score -345950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -345950.343750 Penalty: 785.263733
	Iteration 27Q: 3 clusters Score -345950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -345950.500000 Penalty: 785.263733
	Iteration 28Q: 3 clusters Score -345950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -345951.562500 Penalty: 785.263733
	Iteration 29Q: 3 clusters Score -345951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -345951.656250 Penalty: 785.263733
	Iteration 30Q: 3 clusters Score -345951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -345951.468750 Penalty: 785.263733
	Iteration 31Q: 3 clusters Score -345951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -345952.093750 Penalty: 785.263733
	Iteration 32Q: 3 clusters Score -345952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -345952.250000 Penalty: 785.263733
	Iteration 33Q: 3 clusters Score -345952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -345952.406250 Penalty: 785.263733
	Iteration 34Q: 3 clusters Score -345952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -345952.000000 Penalty: 785.263733
	Iteration 35Q: 3 clusters Score -345952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -345952.000000 Penalty: 785.263733
	Iteration 36F: 3 clusters Score -345952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (113225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113225 members 
Entering Unmasked Estep 
Score: -6936693.500000 Penalty: 529.489563
	Iteration 0F: 2 clusters Score -6936694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -6861702.500000 Penalty: 1058.979126
	Iteration 0F: 3 clusters Score -6861702 nChanged 55535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -6897773.500000 Penalty: 1058.979126
	Iteration 1F: 3 clusters Score -6897774 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -6903096.000000 Penalty: 1058.979126
	Iteration 2F: 3 clusters Score -6903096 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -6911006.000000 Penalty: 1058.979126
	Iteration 3F: 3 clusters Score -6911006 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -6919558.000000 Penalty: 1058.979126
	Iteration 4F: 3 clusters Score -6919558 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6924778.000000 Penalty: 1058.979126
	Iteration 5F: 3 clusters Score -6924778 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -6926846.000000 Penalty: 1058.979126
	Iteration 6Q: 3 clusters Score -6926846 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -6927844.500000 Penalty: 1058.979126
	Iteration 7Q: 3 clusters Score -6927844 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6928671.500000 Penalty: 1058.979126
	Iteration 8Q: 3 clusters Score -6928672 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -6929600.500000 Penalty: 1058.979126
	Iteration 9Q: 3 clusters Score -6929600 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -6930492.000000 Penalty: 1058.979126
	Iteration 10Q: 3 clusters Score -6930492 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -6931359.000000 Penalty: 1058.979126
	Iteration 11Q: 3 clusters Score -6931359 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -6932104.000000 Penalty: 1058.979126
	Iteration 12Q: 3 clusters Score -6932104 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6932732.500000 Penalty: 1058.979126
	Iteration 13Q: 3 clusters Score -6932732 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -6933275.000000 Penalty: 1058.979126
	Iteration 14Q: 3 clusters Score -6933275 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -6933627.500000 Penalty: 1058.979126
	Iteration 15Q: 3 clusters Score -6933628 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6934006.500000 Penalty: 1058.979126
	Iteration 16Q: 3 clusters Score -6934006 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -6934250.500000 Penalty: 1058.979126
	Iteration 17Q: 3 clusters Score -6934250 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -6934459.500000 Penalty: 1058.979126
	Iteration 18Q: 3 clusters Score -6934460 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -6934643.500000 Penalty: 1058.979126
	Iteration 19Q: 3 clusters Score -6934644 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -6934862.000000 Penalty: 1058.979126
	Iteration 20F: 3 clusters Score -6934862 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -6934988.000000 Penalty: 1058.979126
	Iteration 21Q: 3 clusters Score -6934988 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -6935137.500000 Penalty: 1058.979126
	Iteration 22Q: 3 clusters Score -6935138 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101578 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -6935268.000000 Penalty: 1058.979126
	Iteration 23Q: 3 clusters Score -6935268 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -6935431.500000 Penalty: 1058.979126
	Iteration 24Q: 3 clusters Score -6935432 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102465 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6935534.500000 Penalty: 1058.979126
	Iteration 25Q: 3 clusters Score -6935534 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -6935656.000000 Penalty: 1058.979126
	Iteration 26Q: 3 clusters Score -6935656 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -6935747.500000 Penalty: 1058.979126
	Iteration 27Q: 3 clusters Score -6935748 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -6935844.500000 Penalty: 1058.979126
	Iteration 28Q: 3 clusters Score -6935844 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -6935963.000000 Penalty: 1058.979126
	Iteration 29Q: 3 clusters Score -6935963 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -6936059.000000 Penalty: 1058.979126
	Iteration 30Q: 3 clusters Score -6936059 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6936143.500000 Penalty: 1058.979126
	Iteration 31Q: 3 clusters Score -6936144 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6936168.500000 Penalty: 1058.979126
	Iteration 32Q: 3 clusters Score -6936168 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 7519 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6936414 nChanged 222
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Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6936451 nChanged 205
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Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108001 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6936453 nChanged 122
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Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6936456 nChanged 103
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Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6936482 nChanged 75
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Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6936460 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6936459 nChanged 69
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Mstep: Class 1 contains 109283 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6936442 nChanged 66
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Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109417 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6936466 nChanged 71
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Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6936476 nChanged 78
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Mstep: Class 1 contains 109566 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6936460 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109676 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6936470 nChanged 50
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Mstep: Class 1 contains 109726 members 
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Mstep: Class 1 contains 109771 members 
Mstep: Class 2 contains 3454 members 
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	Iteration 63Q: 3 clusters Score -6936477 nChanged 60
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Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 3394 members 
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	Iteration 64Q: 3 clusters Score -6936490 nChanged 55
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Mstep: Class 1 contains 109886 members 
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	Iteration 65Q: 3 clusters Score -6936486 nChanged 55
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Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 3284 members 
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Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6936492 nChanged 56
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Mstep: Class 1 contains 110047 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6936510 nChanged 65
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Mstep: Class 1 contains 110112 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6936531 nChanged 47
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6936532 nChanged 39
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Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6936532 nChanged 38
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Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6936532 nChanged 31
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Mstep: Class 1 contains 110321 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6936523 nChanged 27
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Mstep: Class 1 contains 110348 members 
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	Iteration 75Q: 3 clusters Score -6936523 nChanged 17
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Mstep: Class 1 contains 110365 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6936518 nChanged 18
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Mstep: Class 1 contains 110383 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6936521 nChanged 18
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Mstep: Class 1 contains 110401 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6936515 nChanged 30
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	Iteration 79Q: 3 clusters Score -6936505 nChanged 33
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	Iteration 80F: 3 clusters Score -6936492 nChanged 26
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Mstep: Class 1 contains 110490 members 
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	Iteration 81Q: 3 clusters Score -6936496 nChanged 20
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Mstep: Class 1 contains 110508 members 
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	Iteration 82Q: 3 clusters Score -6936500 nChanged 23
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Mstep: Class 1 contains 110531 members 
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	Iteration 83Q: 3 clusters Score -6936500 nChanged 23
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Mstep: Class 1 contains 110554 members 
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	Iteration 84Q: 3 clusters Score -6936494 nChanged 21
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Mstep: Class 1 contains 110575 members 
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	Iteration 85Q: 3 clusters Score -6936496 nChanged 18
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Mstep: Class 1 contains 110593 members 
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	Iteration 86Q: 3 clusters Score -6936494 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110615 members 
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	Iteration 87Q: 3 clusters Score -6936495 nChanged 18
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	Iteration 88Q: 3 clusters Score -6936493 nChanged 7
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	Iteration 89Q: 3 clusters Score -6936494 nChanged 12
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Mstep: Class 1 contains 110671 members 
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	Iteration 91Q: 3 clusters Score -6936496 nChanged 17
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Mstep: Class 1 contains 110688 members 
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	Iteration 92Q: 3 clusters Score -6936488 nChanged 20
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Mstep: Class 1 contains 110708 members 
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	Iteration 93Q: 3 clusters Score -6936474 nChanged 15
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Mstep: Class 1 contains 110723 members 
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	Iteration 94Q: 3 clusters Score -6936475 nChanged 16
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Mstep: Class 1 contains 110739 members 
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	Iteration 95Q: 3 clusters Score -6936474 nChanged 17
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Mstep: Class 1 contains 110756 members 
Mstep: Class 2 contains 2469 members 
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	Iteration 96Q: 3 clusters Score -6936477 nChanged 21
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Mstep: Class 1 contains 110777 members 
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	Iteration 97Q: 3 clusters Score -6936475 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110793 members 
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	Iteration 98Q: 3 clusters Score -6936474 nChanged 15
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Mstep: Class 1 contains 110808 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6936472 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6936471 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110834 members 
Mstep: Class 2 contains 2391 members 
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	Iteration 101Q: 3 clusters Score -6936470 nChanged 10
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Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6936468 nChanged 15
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Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6936476 nChanged 17
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Mstep: Class 1 contains 110874 members 
Mstep: Class 2 contains 2351 members 
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	Iteration 104Q: 3 clusters Score -6936467 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6936466 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110901 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6936466 nChanged 15
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Mstep: Class 1 contains 110914 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6936456 nChanged 11
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Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6936456 nChanged 15
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Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6936462 nChanged 19
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Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6936470 nChanged 21
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Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6936468 nChanged 14
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Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6936469 nChanged 13
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Mstep: Class 1 contains 110995 members 
Mstep: Class 2 contains 2230 members 
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	Iteration 113Q: 3 clusters Score -6936473 nChanged 8
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Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6936469 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111016 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6936474 nChanged 18
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Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6936471 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6936467 nChanged 13
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Mstep: Class 1 contains 111061 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6936476 nChanged 12
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Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6936479 nChanged 12
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Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6936478 nChanged 13
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Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6936478 nChanged 10
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Mstep: Class 1 contains 111108 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6936474 nChanged 11
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Mstep: Class 1 contains 111119 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6936470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111131 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6936480 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6936478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6936478.000000 Penalty: 1058.979126
	Iteration 126Q: 3 clusters Score -6936478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6936469.500000 Penalty: 1058.979126
	Iteration 127Q: 3 clusters Score -6936470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6936459.000000 Penalty: 1058.979126
	Iteration 128Q: 3 clusters Score -6936459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111190 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6936458.000000 Penalty: 1058.979126
	Iteration 129Q: 3 clusters Score -6936458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111207 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6936455.000000 Penalty: 1058.979126
	Iteration 130Q: 3 clusters Score -6936455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111225 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6936448.500000 Penalty: 1058.979126
	Iteration 131Q: 3 clusters Score -6936448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6936452.500000 Penalty: 1058.979126
	Iteration 132Q: 3 clusters Score -6936452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111256 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6936445.500000 Penalty: 1058.979126
	Iteration 133Q: 3 clusters Score -6936446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6936437.500000 Penalty: 1058.979126
	Iteration 134Q: 3 clusters Score -6936438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6936435.000000 Penalty: 1058.979126
	Iteration 135Q: 3 clusters Score -6936435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6936429.000000 Penalty: 1058.979126
	Iteration 136Q: 3 clusters Score -6936429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6936432.500000 Penalty: 1058.979126
	Iteration 137Q: 3 clusters Score -6936432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6936429.000000 Penalty: 1058.979126
	Iteration 138Q: 3 clusters Score -6936429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6936432.500000 Penalty: 1058.979126
	Iteration 139Q: 3 clusters Score -6936432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6936434.000000 Penalty: 1058.979126
	Iteration 140F: 3 clusters Score -6936434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6936431.500000 Penalty: 1058.979126
	Iteration 141Q: 3 clusters Score -6936432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6936433.000000 Penalty: 1058.979126
	Iteration 142Q: 3 clusters Score -6936433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6936436.000000 Penalty: 1058.979126
	Iteration 143Q: 3 clusters Score -6936436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6936436.500000 Penalty: 1058.979126
	Iteration 144Q: 3 clusters Score -6936436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111405 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6936435.500000 Penalty: 1058.979126
	Iteration 145Q: 3 clusters Score -6936436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111414 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6936430.000000 Penalty: 1058.979126
	Iteration 146Q: 3 clusters Score -6936430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6936425.500000 Penalty: 1058.979126
	Iteration 147Q: 3 clusters Score -6936426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6936416.500000 Penalty: 1058.979126
	Iteration 148Q: 3 clusters Score -6936416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6936422.500000 Penalty: 1058.979126
	Iteration 149Q: 3 clusters Score -6936422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6936424.500000 Penalty: 1058.979126
	Iteration 150Q: 3 clusters Score -6936424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6936427.500000 Penalty: 1058.979126
	Iteration 151Q: 3 clusters Score -6936428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6936427.000000 Penalty: 1058.979126
	Iteration 152Q: 3 clusters Score -6936427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111500 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6936429.000000 Penalty: 1058.979126
	Iteration 153Q: 3 clusters Score -6936429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6936433.500000 Penalty: 1058.979126
	Iteration 154Q: 3 clusters Score -6936434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6936432.500000 Penalty: 1058.979126
	Iteration 155Q: 3 clusters Score -6936432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6936428.500000 Penalty: 1058.979126
	Iteration 156Q: 3 clusters Score -6936428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6936427.500000 Penalty: 1058.979126
	Iteration 157Q: 3 clusters Score -6936428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6936427.500000 Penalty: 1058.979126
	Iteration 158Q: 3 clusters Score -6936428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6936428.000000 Penalty: 1058.979126
	Iteration 159Q: 3 clusters Score -6936428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6936427.000000 Penalty: 1058.979126
	Iteration 160F: 3 clusters Score -6936427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6936421.000000 Penalty: 1058.979126
	Iteration 161Q: 3 clusters Score -6936421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6936416.500000 Penalty: 1058.979126
	Iteration 162Q: 3 clusters Score -6936416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111566 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6936420.500000 Penalty: 1058.979126
	Iteration 163Q: 3 clusters Score -6936420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6936418.500000 Penalty: 1058.979126
	Iteration 164Q: 3 clusters Score -6936418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111580 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6936413.500000 Penalty: 1058.979126
	Iteration 165Q: 3 clusters Score -6936414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6936415.000000 Penalty: 1058.979126
	Iteration 166Q: 3 clusters Score -6936415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111589 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6936419.000000 Penalty: 1058.979126
	Iteration 167Q: 3 clusters Score -6936419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111595 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6936413.500000 Penalty: 1058.979126
	Iteration 168Q: 3 clusters Score -6936414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111599 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6936411.000000 Penalty: 1058.979126
	Iteration 169Q: 3 clusters Score -6936411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6936407.000000 Penalty: 1058.979126
	Iteration 170Q: 3 clusters Score -6936407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6936408.000000 Penalty: 1058.979126
	Iteration 171Q: 3 clusters Score -6936408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6936409.000000 Penalty: 1058.979126
	Iteration 172Q: 3 clusters Score -6936409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6936407.500000 Penalty: 1058.979126
	Iteration 173Q: 3 clusters Score -6936408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6936403.500000 Penalty: 1058.979126
	Iteration 174Q: 3 clusters Score -6936404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6936398.500000 Penalty: 1058.979126
	Iteration 175Q: 3 clusters Score -6936398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6936398.500000 Penalty: 1058.979126
	Iteration 176Q: 3 clusters Score -6936398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6936399.500000 Penalty: 1058.979126
	Iteration 177Q: 3 clusters Score -6936400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6936398.500000 Penalty: 1058.979126
	Iteration 178Q: 3 clusters Score -6936398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6936399.000000 Penalty: 1058.979126
	Iteration 179Q: 3 clusters Score -6936399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6936403.500000 Penalty: 1058.979126
	Iteration 180F: 3 clusters Score -6936404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6936403.000000 Penalty: 1058.979126
	Iteration 181Q: 3 clusters Score -6936403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6936402.500000 Penalty: 1058.979126
	Iteration 182Q: 3 clusters Score -6936402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6936399.000000 Penalty: 1058.979126
	Iteration 183Q: 3 clusters Score -6936399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6936399.000000 Penalty: 1058.979126
	Iteration 184F: 3 clusters Score -6936399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -218597.140625 Penalty: 371.055908
	Iteration 0F: 2 clusters Score -218597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -216244.484375 Penalty: 742.111816
	Iteration 0F: 3 clusters Score -216244.5 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -217449.453125 Penalty: 742.111816
	Iteration 1F: 3 clusters Score -217449.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -217847.046875 Penalty: 742.111816
	Iteration 2F: 3 clusters Score -217847 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -218110.187500 Penalty: 742.111816
	Iteration 3F: 3 clusters Score -218110.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -218269.234375 Penalty: 742.111816
	Iteration 4Q: 3 clusters Score -218269.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -218384.031250 Penalty: 742.111816
	Iteration 5Q: 3 clusters Score -218384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218472.531250 Penalty: 742.111816
	Iteration 6Q: 3 clusters Score -218472.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -218568.203125 Penalty: 742.111816
	Iteration 7Q: 3 clusters Score -218568.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -218662.593750 Penalty: 742.111816
	Iteration 8Q: 3 clusters Score -218662.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -218749.390625 Penalty: 742.111816
	Iteration 9Q: 3 clusters Score -218749.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -218830.671875 Penalty: 742.111816
	Iteration 10Q: 3 clusters Score -218830.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -218945.296875 Penalty: 742.111816
	Iteration 11Q: 3 clusters Score -218945.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219037.203125 Penalty: 742.111816
	Iteration 12Q: 3 clusters Score -219037.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -219088.687500 Penalty: 742.111816
	Iteration 13Q: 3 clusters Score -219088.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -219108.437500 Penalty: 742.111816
	Iteration 14Q: 3 clusters Score -219108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -219112.671875 Penalty: 742.111816
	Iteration 15Q: 3 clusters Score -219112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -219113.015625 Penalty: 742.111816
	Iteration 16Q: 3 clusters Score -219113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -219113.843750 Penalty: 742.111816
	Iteration 17Q: 3 clusters Score -219113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -219113.843750 Penalty: 742.111816
	Iteration 18F: 3 clusters Score -219113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Entering Unmasked Estep 
Score: -53262216.000000 Penalty: 33680.636719
Splitting cluster 29 changes total score from -53260900.000000 to -53262216.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 30 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -45348.406250 Penalty: 301.696106
	Iteration 0F: 2 clusters Score -45348.41 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 383 members 
Entering Unmasked Estep 
Score: -44717.023438 Penalty: 603.392212
	Iteration 0F: 3 clusters Score -44717.02 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45039.121094 Penalty: 603.392212
	Iteration 1F: 3 clusters Score -45039.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45194.738281 Penalty: 603.392212
	Iteration 2F: 3 clusters Score -45194.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45282.167969 Penalty: 603.392212
	Iteration 3F: 3 clusters Score -45282.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45336.660156 Penalty: 603.392212
	Iteration 4Q: 3 clusters Score -45336.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45363.003906 Penalty: 603.392212
	Iteration 5Q: 3 clusters Score -45363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45373.015625 Penalty: 603.392212
	Iteration 6Q: 3 clusters Score -45373.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45399.835938 Penalty: 603.392212
	Iteration 7Q: 3 clusters Score -45399.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45407.820312 Penalty: 603.392212
	Iteration 8Q: 3 clusters Score -45407.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45414.500000 Penalty: 603.392212
	Iteration 9Q: 3 clusters Score -45414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -45418.847656 Penalty: 603.392212
	Iteration 10Q: 3 clusters Score -45418.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45423.468750 Penalty: 603.392212
	Iteration 11Q: 3 clusters Score -45423.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45427.734375 Penalty: 603.392212
	Iteration 12Q: 3 clusters Score -45427.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -45435.058594 Penalty: 603.392212
	Iteration 13Q: 3 clusters Score -45435.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45441.953125 Penalty: 603.392212
	Iteration 14Q: 3 clusters Score -45441.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45448.292969 Penalty: 603.392212
	Iteration 15Q: 3 clusters Score -45448.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45461.800781 Penalty: 603.392212
	Iteration 16Q: 3 clusters Score -45461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45477.097656 Penalty: 603.392212
	Iteration 17Q: 3 clusters Score -45477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45499.769531 Penalty: 603.392212
	Iteration 18Q: 3 clusters Score -45499.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45564.460938 Penalty: 603.392212
	Iteration 19Q: 3 clusters Score -45564.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45629.035156 Penalty: 603.392212
	Iteration 20F: 3 clusters Score -45629.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45640.953125 Penalty: 603.392212
	Iteration 21Q: 3 clusters Score -45640.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45643.144531 Penalty: 603.392212
	Iteration 22Q: 3 clusters Score -45643.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45642.976562 Penalty: 603.392212
	Iteration 23Q: 3 clusters Score -45642.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45642.976562 Penalty: 603.392212
	Iteration 24F: 3 clusters Score -45642.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Entering Unmasked Estep 
Score: -53262192.000000 Penalty: 34304.355469
Splitting cluster 30 changes total score from -53260900.000000 to -53262192.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 31 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -302337.781250 Penalty: 387.331635
	Iteration 0F: 2 clusters Score -302337.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -299020.406250 Penalty: 774.663269
	Iteration 0F: 3 clusters Score -299020.4 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -300310.250000 Penalty: 774.663269
	Iteration 1F: 3 clusters Score -300310.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -300431.187500 Penalty: 774.663269
	Iteration 2F: 3 clusters Score -300431.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -300550.593750 Penalty: 774.663269
	Iteration 3F: 3 clusters Score -300550.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -300697.000000 Penalty: 774.663269
	Iteration 4F: 3 clusters Score -300697 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -300891.500000 Penalty: 774.663269
	Iteration 5F: 3 clusters Score -300891.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -301091.937500 Penalty: 774.663269
	Iteration 6F: 3 clusters Score -301091.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -301262.000000 Penalty: 774.663269
	Iteration 7Q: 3 clusters Score -301262 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -301404.500000 Penalty: 774.663269
	Iteration 8Q: 3 clusters Score -301404.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -301522.843750 Penalty: 774.663269
	Iteration 9Q: 3 clusters Score -301522.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -301667.093750 Penalty: 774.663269
	Iteration 10Q: 3 clusters Score -301667.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -301807.375000 Penalty: 774.663269
	Iteration 11Q: 3 clusters Score -301807.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -301917.125000 Penalty: 774.663269
	Iteration 12Q: 3 clusters Score -301917.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -302005.031250 Penalty: 774.663269
	Iteration 13Q: 3 clusters Score -302005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -302063.093750 Penalty: 774.663269
	Iteration 14Q: 3 clusters Score -302063.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -302098.093750 Penalty: 774.663269
	Iteration 15Q: 3 clusters Score -302098.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -302122.187500 Penalty: 774.663269
	Iteration 16Q: 3 clusters Score -302122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -302135.562500 Penalty: 774.663269
	Iteration 17Q: 3 clusters Score -302135.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -302147.812500 Penalty: 774.663269
	Iteration 18Q: 3 clusters Score -302147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -302154.312500 Penalty: 774.663269
	Iteration 19Q: 3 clusters Score -302154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -302155.812500 Penalty: 774.663269
	Iteration 20F: 3 clusters Score -302155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -302157.593750 Penalty: 774.663269
	Iteration 21Q: 3 clusters Score -302157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -302159.343750 Penalty: 774.663269
	Iteration 22Q: 3 clusters Score -302159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -302161.125000 Penalty: 774.663269
	Iteration 23Q: 3 clusters Score -302161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -302161.593750 Penalty: 774.663269
	Iteration 24Q: 3 clusters Score -302161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -302161.781250 Penalty: 774.663269
	Iteration 25Q: 3 clusters Score -302161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -302161.406250 Penalty: 774.663269
	Iteration 26Q: 3 clusters Score -302161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -302161.406250 Penalty: 774.663269
	Iteration 27F: 3 clusters Score -302161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -58351.945312 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -58351.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -57579.167969 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -57579.17 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -57926.132812 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -57926.13 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -58049.222656 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -58049.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -58120.417969 Penalty: 626.767273
	Iteration 3F: 3 clusters Score -58120.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -58185.308594 Penalty: 626.767273
	Iteration 4F: 3 clusters Score -58185.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -58238.949219 Penalty: 626.767273
	Iteration 5Q: 3 clusters Score -58238.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -58280.738281 Penalty: 626.767273
	Iteration 6Q: 3 clusters Score -58280.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -58325.339844 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -58325.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -58390.468750 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -58390.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -58445.589844 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -58445.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -58476.062500 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -58476.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -58508.804688 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -58508.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -58549.609375 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -58549.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -58623.296875 Penalty: 626.767273
	Iteration 13Q: 3 clusters Score -58623.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -58655.324219 Penalty: 626.767273
	Iteration 14Q: 3 clusters Score -58655.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -58662.914062 Penalty: 626.767273
	Iteration 15Q: 3 clusters Score -58662.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -58666.796875 Penalty: 626.767273
	Iteration 16Q: 3 clusters Score -58666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -58668.796875 Penalty: 626.767273
	Iteration 17Q: 3 clusters Score -58668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -58669.761719 Penalty: 626.767273
	Iteration 18Q: 3 clusters Score -58669.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -58672.246094 Penalty: 626.767273
	Iteration 19Q: 3 clusters Score -58672.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -58674.445312 Penalty: 626.767273
	Iteration 20F: 3 clusters Score -58674.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58676.800781 Penalty: 626.767273
	Iteration 21Q: 3 clusters Score -58676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -58680.898438 Penalty: 626.767273
	Iteration 22Q: 3 clusters Score -58680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58683.136719 Penalty: 626.767273
	Iteration 23Q: 3 clusters Score -58683.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -58688.492188 Penalty: 626.767273
	Iteration 24Q: 3 clusters Score -58688.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -58690.964844 Penalty: 626.767273
	Iteration 25Q: 3 clusters Score -58690.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58692.898438 Penalty: 626.767273
	Iteration 26Q: 3 clusters Score -58692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -58693.476562 Penalty: 626.767273
	Iteration 27Q: 3 clusters Score -58693.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -58694.726562 Penalty: 626.767273
	Iteration 28Q: 3 clusters Score -58694.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -58697.882812 Penalty: 626.767273
	Iteration 29Q: 3 clusters Score -58697.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -58697.882812 Penalty: 626.767273
	Iteration 30F: 3 clusters Score -58697.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 1688 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Entering Unmasked Estep 
Score: -53262276.000000 Penalty: 34928.070312
Splitting cluster 32 changes total score from -53260900.000000 to -53262276.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 33 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -108559.281250 Penalty: 338.124146
	Iteration 0F: 2 clusters Score -108559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -107290.007812 Penalty: 676.248291
	Iteration 0F: 3 clusters Score -107290 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -107795.210938 Penalty: 676.248291
	Iteration 1F: 3 clusters Score -107795.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -107922.312500 Penalty: 676.248291
	Iteration 2F: 3 clusters Score -107922.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -108022.289062 Penalty: 676.248291
	Iteration 3F: 3 clusters Score -108022.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -108128.039062 Penalty: 676.248291
	Iteration 4F: 3 clusters Score -108128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -108235.109375 Penalty: 676.248291
	Iteration 5F: 3 clusters Score -108235.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -108358.460938 Penalty: 676.248291
	Iteration 6F: 3 clusters Score -108358.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -108429.078125 Penalty: 676.248291
	Iteration 7Q: 3 clusters Score -108429.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -108476.710938 Penalty: 676.248291
	Iteration 8Q: 3 clusters Score -108476.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -108535.250000 Penalty: 676.248291
	Iteration 9Q: 3 clusters Score -108535.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -108595.687500 Penalty: 676.248291
	Iteration 10Q: 3 clusters Score -108595.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -108654.984375 Penalty: 676.248291
	Iteration 11Q: 3 clusters Score -108655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -108694.062500 Penalty: 676.248291
	Iteration 12Q: 3 clusters Score -108694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -108709.476562 Penalty: 676.248291
	Iteration 13Q: 3 clusters Score -108709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -108715.445312 Penalty: 676.248291
	Iteration 14Q: 3 clusters Score -108715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -108719.382812 Penalty: 676.248291
	Iteration 15Q: 3 clusters Score -108719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -108722.835938 Penalty: 676.248291
	Iteration 16Q: 3 clusters Score -108722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -108727.757812 Penalty: 676.248291
	Iteration 17Q: 3 clusters Score -108727.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -108732.804688 Penalty: 676.248291
	Iteration 18Q: 3 clusters Score -108732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -108737.187500 Penalty: 676.248291
	Iteration 19Q: 3 clusters Score -108737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -108744.671875 Penalty: 676.248291
	Iteration 20F: 3 clusters Score -108744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -108764.062500 Penalty: 676.248291
	Iteration 21Q: 3 clusters Score -108764.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -108799.820312 Penalty: 676.248291
	Iteration 22Q: 3 clusters Score -108799.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -108843.367188 Penalty: 676.248291
	Iteration 23Q: 3 clusters Score -108843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -108876.046875 Penalty: 676.248291
	Iteration 24Q: 3 clusters Score -108876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108903.492188 Penalty: 676.248291
	Iteration 25Q: 3 clusters Score -108903.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -108932.656250 Penalty: 676.248291
	Iteration 26Q: 3 clusters Score -108932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -108934.656250 Penalty: 676.248291
	Iteration 27Q: 3 clusters Score -108934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -108934.656250 Penalty: 676.248291
	Iteration 28F: 3 clusters Score -108934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Entering Unmasked Estep 
Score: -53262336.000000 Penalty: 35551.785156
Splitting cluster 33 changes total score from -53260900.000000 to -53262336.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 34 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -19681.835938 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -19681.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19280.175781 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -19280.18 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19936.306641 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -19936.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20205.121094 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -20205.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20257.527344 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -20257.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20269.650391 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -20269.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20273.865234 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -20273.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20276.773438 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -20276.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20294.529297 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -20294.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20332.761719 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -20332.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20339.332031 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -20339.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20345.945312 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -20345.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20355.361328 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -20355.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20358.431641 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -20358.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20359.316406 Penalty: 540.075378
	Iteration 13Q: 3 clusters Score -20359.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20359.316406 Penalty: 540.075378
	Iteration 14F: 3 clusters Score -20359.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 186 members 
Entering Unmasked Estep 
Score: -53262624.000000 Penalty: 36175.500000
Splitting cluster 34 changes total score from -53260900.000000 to -53262624.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 35 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -131504.296875 Penalty: 348.341827
	Iteration 0F: 2 clusters Score -131504.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -130058.414062 Penalty: 696.683655
	Iteration 0F: 3 clusters Score -130058.4 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -130802.070312 Penalty: 696.683655
	Iteration 1F: 3 clusters Score -130802.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -131040.929688 Penalty: 696.683655
	Iteration 2F: 3 clusters Score -131040.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -131260.218750 Penalty: 696.683655
	Iteration 3F: 3 clusters Score -131260.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -131393.312500 Penalty: 696.683655
	Iteration 4F: 3 clusters Score -131393.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -131487.203125 Penalty: 696.683655
	Iteration 5Q: 3 clusters Score -131487.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -131559.656250 Penalty: 696.683655
	Iteration 6Q: 3 clusters Score -131559.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -131609.875000 Penalty: 696.683655
	Iteration 7Q: 3 clusters Score -131609.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -131632.140625 Penalty: 696.683655
	Iteration 8Q: 3 clusters Score -131632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -131639.984375 Penalty: 696.683655
	Iteration 9Q: 3 clusters Score -131640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -131644.765625 Penalty: 696.683655
	Iteration 10Q: 3 clusters Score -131644.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -131646.828125 Penalty: 696.683655
	Iteration 11Q: 3 clusters Score -131646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -131648.328125 Penalty: 696.683655
	Iteration 12Q: 3 clusters Score -131648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -131647.718750 Penalty: 696.683655
	Iteration 13Q: 3 clusters Score -131647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -131648.734375 Penalty: 696.683655
	Iteration 14Q: 3 clusters Score -131648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -131648.531250 Penalty: 696.683655
	Iteration 15Q: 3 clusters Score -131648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -131649.734375 Penalty: 696.683655
	Iteration 16Q: 3 clusters Score -131649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -131650.593750 Penalty: 696.683655
	Iteration 17Q: 3 clusters Score -131650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -131650.296875 Penalty: 696.683655
	Iteration 18Q: 3 clusters Score -131650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -131650.093750 Penalty: 696.683655
	Iteration 19Q: 3 clusters Score -131650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -131650.671875 Penalty: 696.683655
	Iteration 20F: 3 clusters Score -131650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -131650.890625 Penalty: 696.683655
	Iteration 21Q: 3 clusters Score -131650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -131650.890625 Penalty: 696.683655
	Iteration 22F: 3 clusters Score -131650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 1565 members 
Entering Unmasked Estep 
Score: -53262468.000000 Penalty: 36799.214844
Splitting cluster 35 changes total score from -53260900.000000 to -53262468.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 36 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -6942.139648 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -6942.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6594.008789 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -6594.009 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6789.342285 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -6789.342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6905.302734 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -6905.303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6952.037598 Penalty: 526.328125
	Iteration 3F: 3 clusters Score -6952.038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6967.125000 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -6967.125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6971.828125 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -6971.828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6972.692383 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -6972.692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6972.692383 Penalty: 526.328125
	Iteration 7F: 3 clusters Score -6972.692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 1565 members 
Mstep: Class 60 contains 106 members 
Entering Unmasked Estep 
Score: -53262144.000000 Penalty: 37422.929688
Splitting cluster 36 changes total score from -53260900.000000 to -53262144.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 37 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -54999.367188 Penalty: 310.409973
	Iteration 0F: 2 clusters Score -54999.37 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 438 members 
Entering Unmasked Estep 
Score: -54271.054688 Penalty: 620.819946
	Iteration 0F: 3 clusters Score -54271.05 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54626.500000 Penalty: 620.819946
	Iteration 1F: 3 clusters Score -54626.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54716.156250 Penalty: 620.819946
	Iteration 2F: 3 clusters Score -54716.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54792.964844 Penalty: 620.819946
	Iteration 3F: 3 clusters Score -54792.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54871.492188 Penalty: 620.819946
	Iteration 4F: 3 clusters Score -54871.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -54943.921875 Penalty: 620.819946
	Iteration 5Q: 3 clusters Score -54943.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55030.121094 Penalty: 620.819946
	Iteration 6F: 3 clusters Score -55030.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55155.171875 Penalty: 620.819946
	Iteration 7F: 3 clusters Score -55155.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55229.582031 Penalty: 620.819946
	Iteration 8Q: 3 clusters Score -55229.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55279.632812 Penalty: 620.819946
	Iteration 9Q: 3 clusters Score -55279.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55315.578125 Penalty: 620.819946
	Iteration 10Q: 3 clusters Score -55315.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55333.855469 Penalty: 620.819946
	Iteration 11Q: 3 clusters Score -55333.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55349.761719 Penalty: 620.819946
	Iteration 12Q: 3 clusters Score -55349.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55355.933594 Penalty: 620.819946
	Iteration 13Q: 3 clusters Score -55355.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55362.691406 Penalty: 620.819946
	Iteration 14Q: 3 clusters Score -55362.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55370.558594 Penalty: 620.819946
	Iteration 15Q: 3 clusters Score -55370.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55373.789062 Penalty: 620.819946
	Iteration 16Q: 3 clusters Score -55373.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55374.171875 Penalty: 620.819946
	Iteration 17Q: 3 clusters Score -55374.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55374.609375 Penalty: 620.819946
	Iteration 18Q: 3 clusters Score -55374.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55374.718750 Penalty: 620.819946
	Iteration 19Q: 3 clusters Score -55374.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55374.718750 Penalty: 620.819946
	Iteration 20F: 3 clusters Score -55374.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 1565 members 
Mstep: Class 60 contains 106 members 
Mstep: Class 61 contains 280 members 
Entering Unmasked Estep 
Score: -53262196.000000 Penalty: 38046.648438
Splitting cluster 37 changes total score from -53260900.000000 to -53262196.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 38 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11366.132812 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -11366.13 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 81 members 
Entering Unmasked Estep 
Score: -11102.226562 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -11102.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11174.856445 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -11174.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11199.576172 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -11199.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11203.288086 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -11203.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11203.705078 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -11203.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11204.481445 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -11204.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11204.481445 Penalty: 472.052094
	Iteration 6F: 3 clusters Score -11204.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -19043.216797 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -19043.22 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 147 members 
Entering Unmasked Estep 
Score: -18683.695312 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -18683.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18804.472656 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -18804.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18829.121094 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -18829.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18851.949219 Penalty: 521.439087
	Iteration 3F: 3 clusters Score -18851.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18869.117188 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -18869.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18884.087891 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -18884.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18900.679688 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -18900.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18919.882812 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -18919.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18934.955078 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -18934.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18944.748047 Penalty: 521.439087
	Iteration 9Q: 3 clusters Score -18944.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18953.960938 Penalty: 521.439087
	Iteration 10Q: 3 clusters Score -18953.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18962.779297 Penalty: 521.439087
	Iteration 11Q: 3 clusters Score -18962.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18968.433594 Penalty: 521.439087
	Iteration 12Q: 3 clusters Score -18968.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18978.974609 Penalty: 521.439087
	Iteration 13Q: 3 clusters Score -18978.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18980.908203 Penalty: 521.439087
	Iteration 14Q: 3 clusters Score -18980.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18984.128906 Penalty: 521.439087
	Iteration 15Q: 3 clusters Score -18984.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18986.101562 Penalty: 521.439087
	Iteration 16Q: 3 clusters Score -18986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18988.048828 Penalty: 521.439087
	Iteration 17Q: 3 clusters Score -18988.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18988.628906 Penalty: 521.439087
	Iteration 18Q: 3 clusters Score -18988.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18988.628906 Penalty: 521.439087
	Iteration 19F: 3 clusters Score -18988.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -20741.941406 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -20741.94 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 186 members 
Entering Unmasked Estep 
Score: -20338.263672 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -20338.26 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20635.425781 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -20635.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20732.367188 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -20732.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20768.359375 Penalty: 543.152405
	Iteration 3Q: 3 clusters Score -20768.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20859.107422 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -20859.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20878.673828 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -20878.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20883.541016 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -20883.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20884.300781 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -20884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20884.300781 Penalty: 543.152405
	Iteration 8F: 3 clusters Score -20884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 222 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 1565 members 
Mstep: Class 60 contains 106 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 169 members 
Entering Unmasked Estep 
Score: -53262016.000000 Penalty: 38670.363281
Splitting cluster 40 changes total score from -53260900.000000 to -53262016.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 41 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -19828.277344 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -19828.28 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 155 members 
Entering Unmasked Estep 
Score: -19461.949219 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -19461.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19555.531250 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -19555.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19608.109375 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -19608.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19641.447266 Penalty: 522.613281
	Iteration 3F: 3 clusters Score -19641.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19678.814453 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -19678.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19700.628906 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -19700.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19706.955078 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -19706.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19712.232422 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -19712.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19715.261719 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -19715.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19717.632812 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -19717.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19718.427734 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -19718.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19718.710938 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -19718.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19719.701172 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -19719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19720.810547 Penalty: 522.613281
	Iteration 13Q: 3 clusters Score -19720.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19722.435547 Penalty: 522.613281
	Iteration 14Q: 3 clusters Score -19722.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19723.623047 Penalty: 522.613281
	Iteration 15Q: 3 clusters Score -19723.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19723.623047 Penalty: 522.613281
	Iteration 16F: 3 clusters Score -19723.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -12023.488281 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -12023.49 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 160 members 
Entering Unmasked Estep 
Score: -11657.085938 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -11657.09 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11790.334961 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -11790.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11921.079102 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -11921.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12080.885742 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -12080.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12137.465820 Penalty: 523.194763
	Iteration 4F: 3 clusters Score -12137.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12163.272461 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -12163.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12194.580078 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -12194.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12228.823242 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -12228.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12247.239258 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -12247.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12247.593750 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -12247.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12249.075195 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -12249.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12249.075195 Penalty: 523.194763
	Iteration 11F: 3 clusters Score -12249.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 222 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 727 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 232 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 421 members 
Mstep: Class 51 contains 196 members 
Mstep: Class 52 contains 1160 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 297 members 
Mstep: Class 56 contains 683 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 1565 members 
Mstep: Class 60 contains 106 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 205 members 
Entering Unmasked Estep 
Score: -53261868.000000 Penalty: 39294.078125
Splitting cluster 42 changes total score from -53260900.000000 to -53261868.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 43 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -8870.231445 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -8870.231 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 78 members 
Entering Unmasked Estep 
Score: -8612.141602 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -8612.142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8663.233398 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -8663.233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8688.460938 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -8688.461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8694.887695 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -8694.888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8699.100586 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -8699.101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8702.626953 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -8702.627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8703.156250 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -8703.156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8704.983398 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -8704.983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8705.314453 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -8705.314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8706.181641 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -8706.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8706.181641 Penalty: 461.840820
	Iteration 10F: 3 clusters Score -8706.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 90872 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 240 members 
Mstep: Class 7 contains 109807 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 302 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 96195 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 3565 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 121 members 
Mstep: Class 17 contains 105675 members 
Mstep: Class 18 contains 88779 members 
Mstep: Class 19 contains 110 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 56492 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 113225 members 
Mstep: Class 29 contains 2358 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 297 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 222 members 
Mstep: Class 41 contains 312 members 
Mstep: Class 42 contains 109 members 
Mstep: Class 43 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262792.000000 Penalty: 39294.078125
Iteration 119Q: 64 clusters Score -5.326279e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 91124 members 
Mstep: Class 3 contains 98584 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 252 members 
Mstep: Class 7 contains 110016 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 96108 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 105506 members 
Mstep: Class 18 contains 88828 members 
Mstep: Class 19 contains 121 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 56299 members 
Mstep: Class 23 contains 98641 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 156 members 
Mstep: Class 26 contains 164 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 112991 members 
Mstep: Class 29 contains 2364 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 4993 members 
Mstep: Class 32 contains 302 members 
Mstep: Class 33 contains 642 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 566 members 
Mstep: Class 36 contains 229 members 
Mstep: Class 37 contains 639 members 
Mstep: Class 38 contains 169 members 
Mstep: Class 39 contains 316 members 
Mstep: Class 40 contains 212 members 
Mstep: Class 41 contains 307 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 613 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 185 members 
Mstep: Class 47 contains 233 members 
Mstep: Class 48 contains 208 members 
Mstep: Class 49 contains 163 members 
Mstep: Class 50 contains 420 members 
Mstep: Class 51 contains 188 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 193 members 
Mstep: Class 54 contains 1126 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 650 members 
Mstep: Class 57 contains 995 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1549 members 
Mstep: Class 60 contains 106 members 
Mstep: Class 61 contains 284 members 
Mstep: Class 62 contains 167 members 
Mstep: Class 63 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264232.000000 Penalty: 39294.078125
Iteration 120F: 64 clusters Score -5.326423e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 91314 members 
Mstep: Class 3 contains 98627 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 109774 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 96026 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 265 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 105339 members 
Mstep: Class 18 contains 88868 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 55654 members 
Mstep: Class 23 contains 99690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 163 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 112751 members 
Mstep: Class 29 contains 2350 members 
Mstep: Class 30 contains 500 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 302 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 580 members 
Mstep: Class 36 contains 224 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 156 members 
Mstep: Class 39 contains 318 members 
Mstep: Class 40 contains 206 members 
Mstep: Class 41 contains 303 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 609 members 
Mstep: Class 45 contains 721 members 
Mstep: Class 46 contains 192 members 
Mstep: Class 47 contains 231 members 
Mstep: Class 48 contains 194 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 1158 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1134 members 
Mstep: Class 55 contains 300 members 
Mstep: Class 56 contains 652 members 
Mstep: Class 57 contains 987 members 
Mstep: Class 58 contains 185 members 
Mstep: Class 59 contains 1549 members 
Mstep: Class 60 contains 117 members 
Mstep: Class 61 contains 290 members 
Mstep: Class 62 contains 164 members 
Mstep: Class 63 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264732.000000 Penalty: 39294.078125
Iteration 121Q: 64 clusters Score -5.326473e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 91536 members 
Mstep: Class 3 contains 98774 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 109529 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 95996 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 105117 members 
Mstep: Class 18 contains 88915 members 
Mstep: Class 19 contains 138 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 55013 members 
Mstep: Class 23 contains 100691 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5437 members 
Mstep: Class 28 contains 112446 members 
Mstep: Class 29 contains 2338 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 5002 members 
Mstep: Class 32 contains 298 members 
Mstep: Class 33 contains 622 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 216 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 319 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 302 members 
Mstep: Class 42 contains 118 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 606 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 227 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 222 members 
Mstep: Class 52 contains 1158 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1136 members 
Mstep: Class 55 contains 305 members 
Mstep: Class 56 contains 652 members 
Mstep: Class 57 contains 981 members 
Mstep: Class 58 contains 185 members 
Mstep: Class 59 contains 1547 members 
Mstep: Class 60 contains 123 members 
Mstep: Class 61 contains 292 members 
Mstep: Class 62 contains 161 members 
Mstep: Class 63 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264388.000000 Penalty: 39294.078125
Iteration 122Q: 64 clusters Score -5.326439e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 91767 members 
Mstep: Class 3 contains 98987 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 109326 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 96025 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 15 contains 271 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104862 members 
Mstep: Class 18 contains 88982 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 54427 members 
Mstep: Class 23 contains 101482 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 173 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 5370 members 
Mstep: Class 28 contains 112132 members 
Mstep: Class 29 contains 2326 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 5006 members 
Mstep: Class 32 contains 298 members 
Mstep: Class 33 contains 614 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 607 members 
Mstep: Class 36 contains 213 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 319 members 
Mstep: Class 40 contains 202 members 
Mstep: Class 41 contains 301 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 602 members 
Mstep: Class 45 contains 725 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 225 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 232 members 
Mstep: Class 52 contains 1156 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1135 members 
Mstep: Class 55 contains 309 members 
Mstep: Class 56 contains 650 members 
Mstep: Class 57 contains 982 members 
Mstep: Class 58 contains 184 members 
Mstep: Class 59 contains 1545 members 
Mstep: Class 60 contains 126 members 
Mstep: Class 61 contains 293 members 
Mstep: Class 62 contains 157 members 
Mstep: Class 63 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264456.000000 Penalty: 39294.078125
Iteration 123Q: 64 clusters Score -5.326446e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 92023 members 
Mstep: Class 3 contains 99133 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 109185 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 324 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 96115 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104611 members 
Mstep: Class 18 contains 89085 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 53826 members 
Mstep: Class 23 contains 102173 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 5288 members 
Mstep: Class 28 contains 111816 members 
Mstep: Class 29 contains 2318 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 5005 members 
Mstep: Class 32 contains 298 members 
Mstep: Class 33 contains 607 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 612 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 317 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 300 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 596 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 221 members 
Mstep: Class 48 contains 166 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 246 members 
Mstep: Class 52 contains 1156 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1135 members 
Mstep: Class 55 contains 312 members 
Mstep: Class 56 contains 647 members 
Mstep: Class 57 contains 980 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1539 members 
Mstep: Class 60 contains 129 members 
Mstep: Class 61 contains 295 members 
Mstep: Class 62 contains 155 members 
Mstep: Class 63 contains 246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264132.000000 Penalty: 39294.078125
Iteration 124Q: 64 clusters Score -5.326413e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 92295 members 
Mstep: Class 3 contains 99194 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 1176 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 109076 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 324 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 96225 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104374 members 
Mstep: Class 18 contains 89240 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 53129 members 
Mstep: Class 23 contains 102884 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 5204 members 
Mstep: Class 28 contains 111532 members 
Mstep: Class 29 contains 2291 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 5010 members 
Mstep: Class 32 contains 296 members 
Mstep: Class 33 contains 604 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 619 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 594 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 220 members 
Mstep: Class 48 contains 163 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 254 members 
Mstep: Class 52 contains 1158 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1136 members 
Mstep: Class 55 contains 315 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 979 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1533 members 
Mstep: Class 60 contains 131 members 
Mstep: Class 61 contains 295 members 
Mstep: Class 62 contains 153 members 
Mstep: Class 63 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264004.000000 Penalty: 39294.078125
Iteration 125Q: 64 clusters Score -5.3264e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 92615 members 
Mstep: Class 3 contains 99290 members 
Mstep: Class 4 contains 2827 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 108950 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 96370 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 266 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104145 members 
Mstep: Class 18 contains 89363 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 52451 members 
Mstep: Class 23 contains 103555 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 5130 members 
Mstep: Class 28 contains 111227 members 
Mstep: Class 29 contains 2258 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 294 members 
Mstep: Class 33 contains 602 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 625 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 123 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 597 members 
Mstep: Class 45 contains 734 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 220 members 
Mstep: Class 48 contains 157 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 1157 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1133 members 
Mstep: Class 55 contains 318 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 980 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1532 members 
Mstep: Class 60 contains 133 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264060.000000 Penalty: 39294.078125
Iteration 126Q: 64 clusters Score -5.326406e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 92935 members 
Mstep: Class 3 contains 99391 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 1220 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 108806 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 96548 members 
Mstep: Class 13 contains 364 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103944 members 
Mstep: Class 18 contains 89467 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 51868 members 
Mstep: Class 23 contains 104108 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 173 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 5052 members 
Mstep: Class 28 contains 110931 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 5034 members 
Mstep: Class 32 contains 293 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 123 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 602 members 
Mstep: Class 45 contains 738 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 220 members 
Mstep: Class 48 contains 149 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1129 members 
Mstep: Class 55 contains 322 members 
Mstep: Class 56 contains 650 members 
Mstep: Class 57 contains 981 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1532 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263820.000000 Penalty: 39294.078125
Iteration 127Q: 64 clusters Score -5.326382e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 93246 members 
Mstep: Class 3 contains 99484 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 1238 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 108623 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 321 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 96747 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103729 members 
Mstep: Class 18 contains 89614 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 51340 members 
Mstep: Class 23 contains 104587 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 110691 members 
Mstep: Class 29 contains 2204 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 5033 members 
Mstep: Class 32 contains 291 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 123 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 609 members 
Mstep: Class 45 contains 742 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 220 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 263 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 327 members 
Mstep: Class 56 contains 652 members 
Mstep: Class 57 contains 983 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263764.000000 Penalty: 39294.078125
Iteration 128Q: 64 clusters Score -5.326376e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 93541 members 
Mstep: Class 3 contains 99608 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 108460 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 96950 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103507 members 
Mstep: Class 18 contains 89767 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 50881 members 
Mstep: Class 23 contains 104935 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4905 members 
Mstep: Class 28 contains 110477 members 
Mstep: Class 29 contains 2179 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 5031 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 609 members 
Mstep: Class 45 contains 751 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 266 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1120 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 653 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1537 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263844.000000 Penalty: 39294.078125
Iteration 129Q: 64 clusters Score -5.326384e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 93805 members 
Mstep: Class 3 contains 99668 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 108353 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 97181 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4054 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103324 members 
Mstep: Class 18 contains 89866 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 50444 members 
Mstep: Class 23 contains 105289 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4833 members 
Mstep: Class 28 contains 110272 members 
Mstep: Class 29 contains 2152 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 5028 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 216 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 605 members 
Mstep: Class 45 contains 760 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 268 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1119 members 
Mstep: Class 55 contains 345 members 
Mstep: Class 56 contains 652 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263888.000000 Penalty: 39294.078125
Iteration 130Q: 64 clusters Score -5.326389e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 94055 members 
Mstep: Class 3 contains 99728 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 108235 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 97416 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103131 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 50016 members 
Mstep: Class 23 contains 105651 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4762 members 
Mstep: Class 28 contains 110123 members 
Mstep: Class 29 contains 2126 members 
Mstep: Class 30 contains 508 members 
Mstep: Class 31 contains 5035 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 605 members 
Mstep: Class 45 contains 764 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 269 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 352 members 
Mstep: Class 56 contains 652 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263608.000000 Penalty: 39294.078125
Iteration 131Q: 64 clusters Score -5.326361e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 94322 members 
Mstep: Class 3 contains 99727 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 260 members 
Mstep: Class 7 contains 108129 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 97636 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102955 members 
Mstep: Class 18 contains 89994 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 49590 members 
Mstep: Class 23 contains 106007 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4685 members 
Mstep: Class 28 contains 109984 members 
Mstep: Class 29 contains 2110 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 5025 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 607 members 
Mstep: Class 45 contains 772 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 271 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263452.000000 Penalty: 39294.078125
Iteration 132Q: 64 clusters Score -5.326345e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94528 members 
Mstep: Class 3 contains 99732 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 260 members 
Mstep: Class 7 contains 107971 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 97821 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102821 members 
Mstep: Class 18 contains 90117 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 49166 members 
Mstep: Class 23 contains 106367 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4602 members 
Mstep: Class 28 contains 109892 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 607 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 273 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 356 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263356.000000 Penalty: 39294.078125
Iteration 133Q: 64 clusters Score -5.326336e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 94721 members 
Mstep: Class 3 contains 99722 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 259 members 
Mstep: Class 7 contains 107759 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 97981 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4016 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102679 members 
Mstep: Class 18 contains 90301 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 48766 members 
Mstep: Class 23 contains 106766 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 109802 members 
Mstep: Class 29 contains 2081 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 5020 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 609 members 
Mstep: Class 45 contains 788 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 274 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263212.000000 Penalty: 39294.078125
Iteration 134Q: 64 clusters Score -5.326321e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 94905 members 
Mstep: Class 3 contains 99747 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 107503 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 98162 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102578 members 
Mstep: Class 18 contains 90518 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 48380 members 
Mstep: Class 23 contains 107049 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 109753 members 
Mstep: Class 29 contains 2076 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 5018 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 611 members 
Mstep: Class 45 contains 789 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 276 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263236.000000 Penalty: 39294.078125
Iteration 135Q: 64 clusters Score -5.326324e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 95078 members 
Mstep: Class 3 contains 99806 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 107243 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 98330 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4011 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102471 members 
Mstep: Class 18 contains 90652 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 48006 members 
Mstep: Class 23 contains 107377 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 4296 members 
Mstep: Class 28 contains 109718 members 
Mstep: Class 29 contains 2073 members 
Mstep: Class 30 contains 514 members 
Mstep: Class 31 contains 5022 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 613 members 
Mstep: Class 45 contains 792 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 281 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1120 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262816.000000 Penalty: 39294.078125
Iteration 136Q: 64 clusters Score -5.326282e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 95224 members 
Mstep: Class 3 contains 99828 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 106930 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 98506 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102409 members 
Mstep: Class 18 contains 90779 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 47629 members 
Mstep: Class 23 contains 107730 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4189 members 
Mstep: Class 28 contains 109727 members 
Mstep: Class 29 contains 2069 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 793 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 286 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1120 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262652.000000 Penalty: 39294.078125
Iteration 137Q: 64 clusters Score -5.326265e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 95327 members 
Mstep: Class 3 contains 99840 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 106656 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 98687 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4023 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 90853 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 47266 members 
Mstep: Class 23 contains 108101 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4093 members 
Mstep: Class 28 contains 109757 members 
Mstep: Class 29 contains 2066 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 5054 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 794 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 290 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1120 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262660.000000 Penalty: 39294.078125
Iteration 138Q: 64 clusters Score -5.326266e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 95445 members 
Mstep: Class 3 contains 99802 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 106436 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 98860 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102239 members 
Mstep: Class 18 contains 90923 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 46926 members 
Mstep: Class 23 contains 108437 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 109815 members 
Mstep: Class 29 contains 2065 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 219 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 295 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262680.000000 Penalty: 39294.078125
Iteration 139Q: 64 clusters Score -5.326268e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 95490 members 
Mstep: Class 3 contains 99765 members 
Mstep: Class 4 contains 2962 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 106182 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 99051 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4025 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102133 members 
Mstep: Class 18 contains 90999 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 46569 members 
Mstep: Class 23 contains 108854 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 3955 members 
Mstep: Class 28 contains 109879 members 
Mstep: Class 29 contains 2063 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 5053 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 297 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 138 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262712.000000 Penalty: 39294.078125
Iteration 140F: 64 clusters Score -5.326271e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 95488 members 
Mstep: Class 3 contains 99741 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 105941 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 99252 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 259 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102072 members 
Mstep: Class 18 contains 91049 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 46217 members 
Mstep: Class 23 contains 109164 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 172 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 3907 members 
Mstep: Class 28 contains 110018 members 
Mstep: Class 29 contains 2062 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 5054 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 123 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 299 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53262896.000000 Penalty: 39294.078125
Iteration 141Q: 64 clusters Score -5.32629e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 95445 members 
Mstep: Class 3 contains 99759 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 105677 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 99435 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4004 members 
Mstep: Class 15 contains 259 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102088 members 
Mstep: Class 18 contains 91079 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45893 members 
Mstep: Class 23 contains 109449 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 3875 members 
Mstep: Class 28 contains 110146 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 5051 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 301 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1124 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263024.000000 Penalty: 39294.078125
Iteration 142Q: 64 clusters Score -5.326302e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 95357 members 
Mstep: Class 3 contains 99724 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 105441 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 99631 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3991 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102137 members 
Mstep: Class 18 contains 91132 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45659 members 
Mstep: Class 23 contains 109636 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 3845 members 
Mstep: Class 28 contains 110284 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263200.000000 Penalty: 39294.078125
Iteration 143Q: 64 clusters Score -5.32632e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 95211 members 
Mstep: Class 3 contains 99686 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 105230 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 99852 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102201 members 
Mstep: Class 18 contains 91163 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45499 members 
Mstep: Class 23 contains 109753 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 110418 members 
Mstep: Class 29 contains 2060 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263560.000000 Penalty: 39294.078125
Iteration 144Q: 64 clusters Score -5.326356e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95054 members 
Mstep: Class 3 contains 99582 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 105111 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 100079 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102344 members 
Mstep: Class 18 contains 91179 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45328 members 
Mstep: Class 23 contains 109830 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 3769 members 
Mstep: Class 28 contains 110550 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5044 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263732.000000 Penalty: 39294.078125
Iteration 145Q: 64 clusters Score -5.326373e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 94877 members 
Mstep: Class 3 contains 99487 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104989 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 100310 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102435 members 
Mstep: Class 18 contains 91214 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45231 members 
Mstep: Class 23 contains 109846 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 3742 members 
Mstep: Class 28 contains 110701 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5016 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53263952.000000 Penalty: 39294.078125
Iteration 146Q: 64 clusters Score -5.326395e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 94768 members 
Mstep: Class 3 contains 99370 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104904 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 100551 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102574 members 
Mstep: Class 18 contains 91189 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45145 members 
Mstep: Class 23 contains 109785 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3724 members 
Mstep: Class 28 contains 110822 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5009 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264212.000000 Penalty: 39294.078125
Iteration 147Q: 64 clusters Score -5.326421e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 94679 members 
Mstep: Class 3 contains 99260 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104857 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 100755 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3955 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102795 members 
Mstep: Class 18 contains 91172 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45079 members 
Mstep: Class 23 contains 109613 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3698 members 
Mstep: Class 28 contains 110925 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5006 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264444.000000 Penalty: 39294.078125
Iteration 148Q: 64 clusters Score -5.326444e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 94604 members 
Mstep: Class 3 contains 99106 members 
Mstep: Class 4 contains 3177 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104823 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 100949 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103014 members 
Mstep: Class 18 contains 91118 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45026 members 
Mstep: Class 23 contains 109487 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3678 members 
Mstep: Class 28 contains 111024 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5006 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264388.000000 Penalty: 39294.078125
Iteration 149Q: 64 clusters Score -5.326439e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 94563 members 
Mstep: Class 3 contains 98988 members 
Mstep: Class 4 contains 3208 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104760 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101150 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3925 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103177 members 
Mstep: Class 18 contains 91044 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 44973 members 
Mstep: Class 23 contains 109333 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3667 members 
Mstep: Class 28 contains 111166 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5009 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264540.000000 Penalty: 39294.078125
Iteration 150Q: 64 clusters Score -5.326454e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 94522 members 
Mstep: Class 3 contains 98899 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104713 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101309 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3902 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103309 members 
Mstep: Class 18 contains 90981 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45021 members 
Mstep: Class 23 contains 109095 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3658 members 
Mstep: Class 28 contains 111315 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5013 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53264832.000000 Penalty: 39294.078125
Iteration 151Q: 64 clusters Score -5.326483e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 94468 members 
Mstep: Class 3 contains 98809 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104630 members 
Mstep: Class 8 contains 879 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101465 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103433 members 
Mstep: Class 18 contains 90927 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45120 members 
Mstep: Class 23 contains 108847 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3641 members 
Mstep: Class 28 contains 111472 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5015 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265092.000000 Penalty: 39294.078125
Iteration 152Q: 64 clusters Score -5.326509e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 94419 members 
Mstep: Class 3 contains 98665 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104580 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101605 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103529 members 
Mstep: Class 18 contains 90868 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45228 members 
Mstep: Class 23 contains 108667 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3627 members 
Mstep: Class 28 contains 111603 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5025 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265436.000000 Penalty: 39294.078125
Iteration 153Q: 64 clusters Score -5.326544e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 94353 members 
Mstep: Class 3 contains 98542 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104520 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101745 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103635 members 
Mstep: Class 18 contains 90792 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45430 members 
Mstep: Class 23 contains 108441 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3625 members 
Mstep: Class 28 contains 111697 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265712.000000 Penalty: 39294.078125
Iteration 154Q: 64 clusters Score -5.326571e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 94241 members 
Mstep: Class 3 contains 98463 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104469 members 
Mstep: Class 8 contains 889 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101820 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3862 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103769 members 
Mstep: Class 18 contains 90649 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45631 members 
Mstep: Class 23 contains 108329 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 111786 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265712.000000 Penalty: 39294.078125
Iteration 155Q: 64 clusters Score -5.326571e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 94097 members 
Mstep: Class 3 contains 98298 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104434 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101881 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3824 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103963 members 
Mstep: Class 18 contains 90526 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 45879 members 
Mstep: Class 23 contains 108264 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 111846 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5015 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53265928.000000 Penalty: 39294.078125
Iteration 156Q: 64 clusters Score -5.326593e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 93944 members 
Mstep: Class 3 contains 98125 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104402 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101900 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3806 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104110 members 
Mstep: Class 18 contains 90423 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46151 members 
Mstep: Class 23 contains 108226 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3631 members 
Mstep: Class 28 contains 111915 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266076.000000 Penalty: 39294.078125
Iteration 157Q: 64 clusters Score -5.326608e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 93801 members 
Mstep: Class 3 contains 97993 members 
Mstep: Class 4 contains 3333 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104376 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101923 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104205 members 
Mstep: Class 18 contains 90305 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46419 members 
Mstep: Class 23 contains 108149 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 112027 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266332.000000 Penalty: 39294.078125
Iteration 158Q: 64 clusters Score -5.326633e+07 nChanged 3893
Entering ConstructFrom: 
Score: -53266332.000000 Penalty: 39294.078125
Entering ConstructFrom: 
Trying to split cluster 1 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -46552.679688 Penalty: 302.233154
	Iteration 0F: 2 clusters Score -46552.68 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 376 members 
Entering Unmasked Estep 
Score: -45875.648438 Penalty: 604.466309
	Iteration 0F: 3 clusters Score -45875.65 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46079.164062 Penalty: 604.466309
	Iteration 1F: 3 clusters Score -46079.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46123.597656 Penalty: 604.466309
	Iteration 2F: 3 clusters Score -46123.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46155.691406 Penalty: 604.466309
	Iteration 3F: 3 clusters Score -46155.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46185.425781 Penalty: 604.466309
	Iteration 4F: 3 clusters Score -46185.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46213.101562 Penalty: 604.466309
	Iteration 5Q: 3 clusters Score -46213.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46254.039062 Penalty: 604.466309
	Iteration 6Q: 3 clusters Score -46254.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46290.242188 Penalty: 604.466309
	Iteration 7Q: 3 clusters Score -46290.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46310.058594 Penalty: 604.466309
	Iteration 8Q: 3 clusters Score -46310.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46323.164062 Penalty: 604.466309
	Iteration 9Q: 3 clusters Score -46323.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46335.160156 Penalty: 604.466309
	Iteration 10Q: 3 clusters Score -46335.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46349.132812 Penalty: 604.466309
	Iteration 11Q: 3 clusters Score -46349.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46354.273438 Penalty: 604.466309
	Iteration 12Q: 3 clusters Score -46354.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46361.589844 Penalty: 604.466309
	Iteration 13Q: 3 clusters Score -46361.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46364.792969 Penalty: 604.466309
	Iteration 14Q: 3 clusters Score -46364.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46369.250000 Penalty: 604.466309
	Iteration 15Q: 3 clusters Score -46369.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46372.382812 Penalty: 604.466309
	Iteration 16Q: 3 clusters Score -46372.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46372.570312 Penalty: 604.466309
	Iteration 17Q: 3 clusters Score -46372.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46372.570312 Penalty: 604.466309
	Iteration 18F: 3 clusters Score -46372.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Entering Unmasked Estep 
Score: -5723571.500000 Penalty: 520.852600
	Iteration 0F: 2 clusters Score -5723572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -5661539.500000 Penalty: 1041.705200
	Iteration 0F: 3 clusters Score -5661540 nChanged 46009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -5691633.500000 Penalty: 1041.705200
	Iteration 1F: 3 clusters Score -5691634 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5693711.500000 Penalty: 1041.705200
	Iteration 2F: 3 clusters Score -5693712 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5696661.500000 Penalty: 1041.705200
	Iteration 3F: 3 clusters Score -5696662 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5700714.000000 Penalty: 1041.705200
	Iteration 4F: 3 clusters Score -5700714 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5705240.000000 Penalty: 1041.705200
	Iteration 5F: 3 clusters Score -5705240 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5708637.000000 Penalty: 1041.705200
	Iteration 6F: 3 clusters Score -5708637 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5710154.000000 Penalty: 1041.705200
	Iteration 7Q: 3 clusters Score -5710154 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -5710656.000000 Penalty: 1041.705200
	Iteration 8Q: 3 clusters Score -5710656 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -5711112.000000 Penalty: 1041.705200
	Iteration 9Q: 3 clusters Score -5711112 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -5711515.500000 Penalty: 1041.705200
	Iteration 10Q: 3 clusters Score -5711516 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5711883.000000 Penalty: 1041.705200
	Iteration 11Q: 3 clusters Score -5711883 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -5712269.000000 Penalty: 1041.705200
	Iteration 12Q: 3 clusters Score -5712269 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5712652.000000 Penalty: 1041.705200
	Iteration 13Q: 3 clusters Score -5712652 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -5712992.000000 Penalty: 1041.705200
	Iteration 14Q: 3 clusters Score -5712992 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5713428.000000 Penalty: 1041.705200
	Iteration 15Q: 3 clusters Score -5713428 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -5713841.500000 Penalty: 1041.705200
	Iteration 16Q: 3 clusters Score -5713842 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -5714295.500000 Penalty: 1041.705200
	Iteration 17Q: 3 clusters Score -5714296 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -5714725.000000 Penalty: 1041.705200
	Iteration 18Q: 3 clusters Score -5714725 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -5715143.500000 Penalty: 1041.705200
	Iteration 19Q: 3 clusters Score -5715144 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -5715537.000000 Penalty: 1041.705200
	Iteration 20F: 3 clusters Score -5715537 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5715869.000000 Penalty: 1041.705200
	Iteration 21Q: 3 clusters Score -5715869 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -5716110.500000 Penalty: 1041.705200
	Iteration 22Q: 3 clusters Score -5716110 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -5716423.000000 Penalty: 1041.705200
	Iteration 23Q: 3 clusters Score -5716423 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5716623.500000 Penalty: 1041.705200
	Iteration 24Q: 3 clusters Score -5716624 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -5716792.500000 Penalty: 1041.705200
	Iteration 25Q: 3 clusters Score -5716792 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -5716932.500000 Penalty: 1041.705200
	Iteration 26Q: 3 clusters Score -5716932 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5717029.500000 Penalty: 1041.705200
	Iteration 27Q: 3 clusters Score -5717030 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5717110.000000 Penalty: 1041.705200
	Iteration 28Q: 3 clusters Score -5717110 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -5717168.500000 Penalty: 1041.705200
	Iteration 29Q: 3 clusters Score -5717168 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5717193.000000 Penalty: 1041.705200
	Iteration 30Q: 3 clusters Score -5717193 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -5717266.500000 Penalty: 1041.705200
	Iteration 31Q: 3 clusters Score -5717266 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5717315.000000 Penalty: 1041.705200
	Iteration 32Q: 3 clusters Score -5717315 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5717335.000000 Penalty: 1041.705200
	Iteration 33Q: 3 clusters Score -5717335 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5717353.500000 Penalty: 1041.705200
	Iteration 34Q: 3 clusters Score -5717354 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -5717377.500000 Penalty: 1041.705200
	Iteration 35Q: 3 clusters Score -5717378 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5717411.000000 Penalty: 1041.705200
	Iteration 36Q: 3 clusters Score -5717411 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5717487.500000 Penalty: 1041.705200
	Iteration 37Q: 3 clusters Score -5717488 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -5717497.000000 Penalty: 1041.705200
	Iteration 38Q: 3 clusters Score -5717497 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -5717518.000000 Penalty: 1041.705200
	Iteration 39Q: 3 clusters Score -5717518 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5717545.500000 Penalty: 1041.705200
	Iteration 40F: 3 clusters Score -5717546 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5717591.000000 Penalty: 1041.705200
	Iteration 41Q: 3 clusters Score -5717591 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -5717606.500000 Penalty: 1041.705200
	Iteration 42Q: 3 clusters Score -5717606 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5717656.000000 Penalty: 1041.705200
	Iteration 43Q: 3 clusters Score -5717656 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5717690.500000 Penalty: 1041.705200
	Iteration 44Q: 3 clusters Score -5717690 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -5717750.000000 Penalty: 1041.705200
	Iteration 45Q: 3 clusters Score -5717750 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5717784.000000 Penalty: 1041.705200
	Iteration 46Q: 3 clusters Score -5717784 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5717855.500000 Penalty: 1041.705200
	Iteration 47Q: 3 clusters Score -5717856 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5717920.000000 Penalty: 1041.705200
	Iteration 48Q: 3 clusters Score -5717920 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5718008.500000 Penalty: 1041.705200
	Iteration 49Q: 3 clusters Score -5718008 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5718107.500000 Penalty: 1041.705200
	Iteration 50Q: 3 clusters Score -5718108 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5718168.000000 Penalty: 1041.705200
	Iteration 51Q: 3 clusters Score -5718168 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5718272.000000 Penalty: 1041.705200
	Iteration 52Q: 3 clusters Score -5718272 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5718347.000000 Penalty: 1041.705200
	Iteration 53Q: 3 clusters Score -5718347 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -5718442.500000 Penalty: 1041.705200
	Iteration 54Q: 3 clusters Score -5718442 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5718567.500000 Penalty: 1041.705200
	Iteration 55Q: 3 clusters Score -5718568 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5718715.500000 Penalty: 1041.705200
	Iteration 56Q: 3 clusters Score -5718716 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5718906.000000 Penalty: 1041.705200
	Iteration 57Q: 3 clusters Score -5718906 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -5719101.500000 Penalty: 1041.705200
	Iteration 58Q: 3 clusters Score -5719102 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -5719299.500000 Penalty: 1041.705200
	Iteration 59Q: 3 clusters Score -5719300 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5719618.000000 Penalty: 1041.705200
	Iteration 60F: 3 clusters Score -5719618 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5719894.000000 Penalty: 1041.705200
	Iteration 61Q: 3 clusters Score -5719894 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5720219.500000 Penalty: 1041.705200
	Iteration 62Q: 3 clusters Score -5720220 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5720589.500000 Penalty: 1041.705200
	Iteration 63Q: 3 clusters Score -5720590 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -5720975.500000 Penalty: 1041.705200
	Iteration 64Q: 3 clusters Score -5720976 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5721356.500000 Penalty: 1041.705200
	Iteration 65Q: 3 clusters Score -5721356 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -5721762.500000 Penalty: 1041.705200
	Iteration 66Q: 3 clusters Score -5721762 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -5722140.500000 Penalty: 1041.705200
	Iteration 67Q: 3 clusters Score -5722140 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -5722505.500000 Penalty: 1041.705200
	Iteration 68Q: 3 clusters Score -5722506 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5722814.500000 Penalty: 1041.705200
	Iteration 69Q: 3 clusters Score -5722814 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5723084.500000 Penalty: 1041.705200
	Iteration 70Q: 3 clusters Score -5723084 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5723237.000000 Penalty: 1041.705200
	Iteration 71Q: 3 clusters Score -5723237 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5723366.500000 Penalty: 1041.705200
	Iteration 72Q: 3 clusters Score -5723366 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5723428.000000 Penalty: 1041.705200
	Iteration 73Q: 3 clusters Score -5723428 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5723484.500000 Penalty: 1041.705200
	Iteration 74Q: 3 clusters Score -5723484 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5723504.000000 Penalty: 1041.705200
	Iteration 75Q: 3 clusters Score -5723504 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5723528.000000 Penalty: 1041.705200
	Iteration 76Q: 3 clusters Score -5723528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5723539.500000 Penalty: 1041.705200
	Iteration 77Q: 3 clusters Score -5723540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5723552.500000 Penalty: 1041.705200
	Iteration 78Q: 3 clusters Score -5723552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5723572.000000 Penalty: 1041.705200
	Iteration 79Q: 3 clusters Score -5723572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5723573.000000 Penalty: 1041.705200
	Iteration 80F: 3 clusters Score -5723573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5723585.500000 Penalty: 1041.705200
	Iteration 81Q: 3 clusters Score -5723586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5723596.000000 Penalty: 1041.705200
	Iteration 82Q: 3 clusters Score -5723596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5723585.500000 Penalty: 1041.705200
	Iteration 83Q: 3 clusters Score -5723586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5723588.500000 Penalty: 1041.705200
	Iteration 84Q: 3 clusters Score -5723588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5723595.000000 Penalty: 1041.705200
	Iteration 85Q: 3 clusters Score -5723595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5723600.000000 Penalty: 1041.705200
	Iteration 86Q: 3 clusters Score -5723600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5723612.500000 Penalty: 1041.705200
	Iteration 87Q: 3 clusters Score -5723612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5723610.500000 Penalty: 1041.705200
	Iteration 88Q: 3 clusters Score -5723610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5723614.500000 Penalty: 1041.705200
	Iteration 89Q: 3 clusters Score -5723614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5723617.500000 Penalty: 1041.705200
	Iteration 90Q: 3 clusters Score -5723618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5723618.500000 Penalty: 1041.705200
	Iteration 91Q: 3 clusters Score -5723618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5723623.000000 Penalty: 1041.705200
	Iteration 92Q: 3 clusters Score -5723623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5723623.000000 Penalty: 1041.705200
	Iteration 93Q: 3 clusters Score -5723623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91571 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5723620.500000 Penalty: 1041.705200
	Iteration 94Q: 3 clusters Score -5723620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5723622.000000 Penalty: 1041.705200
	Iteration 95Q: 3 clusters Score -5723622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5723623.500000 Penalty: 1041.705200
	Iteration 96Q: 3 clusters Score -5723624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5723630.500000 Penalty: 1041.705200
	Iteration 97Q: 3 clusters Score -5723630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5723631.000000 Penalty: 1041.705200
	Iteration 98Q: 3 clusters Score -5723631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5723630.500000 Penalty: 1041.705200
	Iteration 99Q: 3 clusters Score -5723630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5723632.500000 Penalty: 1041.705200
	Iteration 100F: 3 clusters Score -5723632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5723627.500000 Penalty: 1041.705200
	Iteration 101Q: 3 clusters Score -5723628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5723631.500000 Penalty: 1041.705200
	Iteration 102Q: 3 clusters Score -5723632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5723628.500000 Penalty: 1041.705200
	Iteration 103Q: 3 clusters Score -5723628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5723630.500000 Penalty: 1041.705200
	Iteration 104Q: 3 clusters Score -5723630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5723631.000000 Penalty: 1041.705200
	Iteration 105Q: 3 clusters Score -5723631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5723631.500000 Penalty: 1041.705200
	Iteration 106Q: 3 clusters Score -5723632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5723632.500000 Penalty: 1041.705200
	Iteration 107Q: 3 clusters Score -5723632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5723636.000000 Penalty: 1041.705200
	Iteration 108Q: 3 clusters Score -5723636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5723633.000000 Penalty: 1041.705200
	Iteration 109Q: 3 clusters Score -5723633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5723633.000000 Penalty: 1041.705200
	Iteration 110F: 3 clusters Score -5723633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 91603 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 2046 members 
Entering Unmasked Estep 
Score: -53266280.000000 Penalty: 39917.792969
Splitting cluster 2 changes total score from -53266332.000000 to -53266280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (97848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Entering Unmasked Estep 
Score: -6047897.000000 Penalty: 522.848267
	Iteration 0F: 2 clusters Score -6047897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -5987485.500000 Penalty: 1045.696533
	Iteration 0F: 3 clusters Score -5987486 nChanged 47808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -6020946.500000 Penalty: 1045.696533
	Iteration 1F: 3 clusters Score -6020946 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6027103.000000 Penalty: 1045.696533
	Iteration 2F: 3 clusters Score -6027103 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -6034835.000000 Penalty: 1045.696533
	Iteration 3F: 3 clusters Score -6034835 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6039720.000000 Penalty: 1045.696533
	Iteration 4F: 3 clusters Score -6039720 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -6041184.500000 Penalty: 1045.696533
	Iteration 5F: 3 clusters Score -6041184 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -6041541.500000 Penalty: 1045.696533
	Iteration 6Q: 3 clusters Score -6041542 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -6041854.000000 Penalty: 1045.696533
	Iteration 7Q: 3 clusters Score -6041854 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -6042207.500000 Penalty: 1045.696533
	Iteration 8Q: 3 clusters Score -6042208 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6042660.500000 Penalty: 1045.696533
	Iteration 9Q: 3 clusters Score -6042660 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -6043071.000000 Penalty: 1045.696533
	Iteration 10Q: 3 clusters Score -6043071 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6043402.500000 Penalty: 1045.696533
	Iteration 11Q: 3 clusters Score -6043402 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -6043698.000000 Penalty: 1045.696533
	Iteration 12Q: 3 clusters Score -6043698 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -6043934.500000 Penalty: 1045.696533
	Iteration 13Q: 3 clusters Score -6043934 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -6044087.000000 Penalty: 1045.696533
	Iteration 14Q: 3 clusters Score -6044087 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -6044205.000000 Penalty: 1045.696533
	Iteration 15Q: 3 clusters Score -6044205 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -6044261.500000 Penalty: 1045.696533
	Iteration 16Q: 3 clusters Score -6044262 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -6044350.500000 Penalty: 1045.696533
	Iteration 17Q: 3 clusters Score -6044350 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -6044434.500000 Penalty: 1045.696533
	Iteration 18Q: 3 clusters Score -6044434 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -6044548.500000 Penalty: 1045.696533
	Iteration 19Q: 3 clusters Score -6044548 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -6044676.500000 Penalty: 1045.696533
	Iteration 20F: 3 clusters Score -6044676 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -6044880.500000 Penalty: 1045.696533
	Iteration 21Q: 3 clusters Score -6044880 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -6045070.000000 Penalty: 1045.696533
	Iteration 22Q: 3 clusters Score -6045070 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -6045364.000000 Penalty: 1045.696533
	Iteration 23Q: 3 clusters Score -6045364 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -6045600.000000 Penalty: 1045.696533
	Iteration 24Q: 3 clusters Score -6045600 nChanged 1907
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6045943 nChanged 2037
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Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6046912 nChanged 1411
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Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 80090 members 
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Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6047512 nChanged 1045
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Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6047646 nChanged 862
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Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 83192 members 
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Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6047804 nChanged 682
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Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6047872 nChanged 637
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Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 85787 members 
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6047940 nChanged 411
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Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 87135 members 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 88199 members 
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Mstep: Class 1 contains 9350 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9087 members 
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Mstep: Class 1 contains 8828 members 
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Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 89442 members 
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Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 89615 members 
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Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 89800 members 
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Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 89983 members 
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Mstep: Class 1 contains 7701 members 
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Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 90308 members 
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 90463 members 
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Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 90631 members 
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 90791 members 
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Mstep: Class 1 contains 6904 members 
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Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 91092 members 
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Mstep: Class 2 contains 91370 members 
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Mstep: Class 1 contains 6160 members 
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Mstep: Class 1 contains 6033 members 
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Mstep: Class 1 contains 5967 members 
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	Iteration 64Q: 3 clusters Score -6048005 nChanged 74
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Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 91945 members 
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	Iteration 65Q: 3 clusters Score -6048004 nChanged 56
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Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 92001 members 
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Mstep: Class 1 contains 5797 members 
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Mstep: Class 1 contains 5736 members 
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	Iteration 69Q: 3 clusters Score -6048022 nChanged 27
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	Iteration 70Q: 3 clusters Score -6048014 nChanged 15
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	Iteration 71Q: 3 clusters Score -6048018 nChanged 16
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	Iteration 72Q: 3 clusters Score -6048024 nChanged 15
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	Iteration 73Q: 3 clusters Score -6048023 nChanged 19
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	Iteration 74Q: 3 clusters Score -6048030 nChanged 23
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	Iteration 75Q: 3 clusters Score -6048025 nChanged 23
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	Iteration 77Q: 3 clusters Score -6048028 nChanged 22
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	Iteration 78Q: 3 clusters Score -6048031 nChanged 26
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	Iteration 79Q: 3 clusters Score -6048022 nChanged 30
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	Iteration 80F: 3 clusters Score -6048024 nChanged 26
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	Iteration 82Q: 3 clusters Score -6048018 nChanged 27
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	Iteration 83Q: 3 clusters Score -6048008 nChanged 29
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	Iteration 84Q: 3 clusters Score -6048006 nChanged 26
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	Iteration 86Q: 3 clusters Score -6048003 nChanged 12
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	Iteration 87Q: 3 clusters Score -6048006 nChanged 11
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	Iteration 88Q: 3 clusters Score -6048010 nChanged 16
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Mstep: Class 1 contains 5324 members 
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	Iteration 93Q: 3 clusters Score -6048002 nChanged 14
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	Iteration 95Q: 3 clusters Score -6048005 nChanged 12
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	Iteration 97Q: 3 clusters Score -6048000 nChanged 15
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	Iteration 104Q: 3 clusters Score -6048028 nChanged 27
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	Iteration 105Q: 3 clusters Score -6048024 nChanged 19
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	Iteration 106Q: 3 clusters Score -6048034 nChanged 14
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	Iteration 107Q: 3 clusters Score -6048033 nChanged 13
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	Iteration 108Q: 3 clusters Score -6048030 nChanged 19
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	Iteration 109Q: 3 clusters Score -6048026 nChanged 13
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	Iteration 110Q: 3 clusters Score -6048028 nChanged 10
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	Iteration 111Q: 3 clusters Score -6048023 nChanged 10
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	Iteration 112Q: 3 clusters Score -6048021 nChanged 6
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	Iteration 113Q: 3 clusters Score -6048022 nChanged 8
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	Iteration 114Q: 3 clusters Score -6048022 nChanged 7
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	Iteration 115Q: 3 clusters Score -6048026 nChanged 5
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	Iteration 116Q: 3 clusters Score -6048024 nChanged 7
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6048025 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6048019 nChanged 8
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Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6048022 nChanged 12
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6048016 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6048005 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6048006 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6048006 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6048006 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6048002 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6048001 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 92961 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6048002 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6048002 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6048006 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6048014 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6048018 nChanged 13
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Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6048018 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6048021 nChanged 12
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Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6048020 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6048028 nChanged 11
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Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6048026 nChanged 8
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Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6048032 nChanged 12
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Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6048034 nChanged 13
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Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6048028 nChanged 15
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6048041 nChanged 22
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Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6048038 nChanged 23
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Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6048038 nChanged 23
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Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6048044 nChanged 28
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6048039 nChanged 32
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Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6048049 nChanged 28
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6048047 nChanged 24
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6048052 nChanged 27
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Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6048056 nChanged 24
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6048054 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6048062 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6048054 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 93400 members 
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	Iteration 154Q: 3 clusters Score -6048052 nChanged 28
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Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 93418 members 
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	Iteration 155Q: 3 clusters Score -6048047 nChanged 31
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Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6048038 nChanged 32
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Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6048032 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6048029 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 93494 members 
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	Iteration 159Q: 3 clusters Score -6048031 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6048035 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6048030 nChanged 3
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Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6048032 nChanged 1
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Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6048034 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 93510 members 
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	Iteration 164Q: 3 clusters Score -6048031 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 93513 members 
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	Iteration 165Q: 3 clusters Score -6048032 nChanged 2
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Mstep: Class 1 contains 4333 members 
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	Iteration 166Q: 3 clusters Score -6048032 nChanged 2
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Mstep: Class 1 contains 4331 members 
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	Iteration 167Q: 3 clusters Score -6048029 nChanged 3
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Mstep: Class 1 contains 4328 members 
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	Iteration 168Q: 3 clusters Score -6048026 nChanged 4
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Mstep: Class 1 contains 4326 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6048028 nChanged 7
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Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 93523 members 
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	Iteration 170Q: 3 clusters Score -6048020 nChanged 9
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Mstep: Class 1 contains 4320 members 
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	Iteration 171Q: 3 clusters Score -6048022 nChanged 8
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Mstep: Class 1 contains 4312 members 
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	Iteration 172Q: 3 clusters Score -6048020 nChanged 6
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Mstep: Class 1 contains 4306 members 
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	Iteration 173Q: 3 clusters Score -6048021 nChanged 5
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Mstep: Class 1 contains 4301 members 
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	Iteration 174Q: 3 clusters Score -6048019 nChanged 5
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Mstep: Class 1 contains 4296 members 
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	Iteration 175Q: 3 clusters Score -6048015 nChanged 5
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Mstep: Class 1 contains 4291 members 
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	Iteration 176Q: 3 clusters Score -6048010 nChanged 5
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Mstep: Class 1 contains 4288 members 
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	Iteration 177Q: 3 clusters Score -6048006 nChanged 6
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Mstep: Class 1 contains 4284 members 
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	Iteration 178Q: 3 clusters Score -6048012 nChanged 6
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Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93570 members 
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	Iteration 179Q: 3 clusters Score -6048009 nChanged 6
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Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6048008 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6048003 nChanged 7
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Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 93594 members 
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	Iteration 182Q: 3 clusters Score -6048001 nChanged 7
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Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 93599 members 
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	Iteration 183Q: 3 clusters Score -6048004 nChanged 8
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Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 93603 members 
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	Iteration 184Q: 3 clusters Score -6048004 nChanged 10
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Mstep: Class 1 contains 4237 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6048008 nChanged 10
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Mstep: Class 1 contains 4229 members 
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	Iteration 186Q: 3 clusters Score -6048010 nChanged 10
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Mstep: Class 1 contains 4221 members 
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	Iteration 187Q: 3 clusters Score -6048008 nChanged 10
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Mstep: Class 1 contains 4211 members 
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	Iteration 188Q: 3 clusters Score -6048006 nChanged 8
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Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6048014 nChanged 8
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 93651 members 
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	Iteration 190Q: 3 clusters Score -6048015 nChanged 12
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Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 93661 members 
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	Iteration 191Q: 3 clusters Score -6048020 nChanged 13
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Mstep: Class 1 contains 4174 members 
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	Iteration 192Q: 3 clusters Score -6048010 nChanged 7
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Mstep: Class 1 contains 4167 members 
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	Iteration 193Q: 3 clusters Score -6048010 nChanged 10
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	Iteration 194Q: 3 clusters Score -6048010 nChanged 11
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Mstep: Class 1 contains 4146 members 
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	Iteration 195Q: 3 clusters Score -6048002 nChanged 9
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Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 93709 members 
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	Iteration 196Q: 3 clusters Score -6047999 nChanged 6
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Mstep: Class 1 contains 4133 members 
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	Iteration 197Q: 3 clusters Score -6047998 nChanged 8
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Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 93723 members 
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	Iteration 198Q: 3 clusters Score -6048000 nChanged 7
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Mstep: Class 1 contains 4120 members 
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	Iteration 199Q: 3 clusters Score -6048006 nChanged 9
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Mstep: Class 1 contains 4111 members 
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	Iteration 200F: 3 clusters Score -6048003 nChanged 8
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Mstep: Class 1 contains 4103 members 
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	Iteration 201Q: 3 clusters Score -6048002 nChanged 7
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Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 93748 members 
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	Iteration 202Q: 3 clusters Score -6048004 nChanged 7
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Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 93751 members 
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	Iteration 203Q: 3 clusters Score -6048000 nChanged 6
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Mstep: Class 1 contains 4093 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6047996 nChanged 3
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Mstep: Class 1 contains 4090 members 
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	Iteration 205Q: 3 clusters Score -6047994 nChanged 3
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Mstep: Class 1 contains 4087 members 
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	Iteration 206Q: 3 clusters Score -6047992 nChanged 5
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Mstep: Class 1 contains 4082 members 
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	Iteration 207Q: 3 clusters Score -6047994 nChanged 5
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Mstep: Class 1 contains 4079 members 
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	Iteration 208Q: 3 clusters Score -6047992 nChanged 2
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Entering Unmasked Estep 
Score: -6047991.500000 Penalty: 1045.696533
	Iteration 209Q: 3 clusters Score -6047992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -6047993.500000 Penalty: 1045.696533
	Iteration 210Q: 3 clusters Score -6047994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -6047992.500000 Penalty: 1045.696533
	Iteration 211Q: 3 clusters Score -6047992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -6047992.500000 Penalty: 1045.696533
	Iteration 212F: 3 clusters Score -6047992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 93771 members 
Entering Unmasked Estep 
Score: -53266184.000000 Penalty: 39917.792969
Splitting cluster 3 changes total score from -53266332.000000 to -53266184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -206883.062500 Penalty: 369.242615
	Iteration 0F: 2 clusters Score -206883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -204590.515625 Penalty: 738.485229
	Iteration 0F: 3 clusters Score -204590.5 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -205396.125000 Penalty: 738.485229
	Iteration 1F: 3 clusters Score -205396.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -205542.656250 Penalty: 738.485229
	Iteration 2F: 3 clusters Score -205542.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -205724.171875 Penalty: 738.485229
	Iteration 3F: 3 clusters Score -205724.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -205968.531250 Penalty: 738.485229
	Iteration 4F: 3 clusters Score -205968.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -206250.453125 Penalty: 738.485229
	Iteration 5F: 3 clusters Score -206250.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -206530.390625 Penalty: 738.485229
	Iteration 6F: 3 clusters Score -206530.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -206695.515625 Penalty: 738.485229
	Iteration 7Q: 3 clusters Score -206695.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -206787.234375 Penalty: 738.485229
	Iteration 8Q: 3 clusters Score -206787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -206813.031250 Penalty: 738.485229
	Iteration 9Q: 3 clusters Score -206813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -206832.625000 Penalty: 738.485229
	Iteration 10Q: 3 clusters Score -206832.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -206849.093750 Penalty: 738.485229
	Iteration 11Q: 3 clusters Score -206849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -206858.234375 Penalty: 738.485229
	Iteration 12Q: 3 clusters Score -206858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -206862.781250 Penalty: 738.485229
	Iteration 13Q: 3 clusters Score -206862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -206865.046875 Penalty: 738.485229
	Iteration 14Q: 3 clusters Score -206865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -206865.640625 Penalty: 738.485229
	Iteration 15Q: 3 clusters Score -206865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -206865.640625 Penalty: 738.485229
	Iteration 16F: 3 clusters Score -206865.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -79450.507812 Penalty: 326.345337
	Iteration 0F: 2 clusters Score -79450.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -78471.500000 Penalty: 652.690674
	Iteration 0F: 3 clusters Score -78471.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78874.148438 Penalty: 652.690674
	Iteration 1F: 3 clusters Score -78874.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79032.835938 Penalty: 652.690674
	Iteration 2F: 3 clusters Score -79032.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79172.898438 Penalty: 652.690674
	Iteration 3F: 3 clusters Score -79172.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79345.085938 Penalty: 652.690674
	Iteration 4F: 3 clusters Score -79345.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79511.976562 Penalty: 652.690674
	Iteration 5F: 3 clusters Score -79511.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79626.625000 Penalty: 652.690674
	Iteration 6Q: 3 clusters Score -79626.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79746.820312 Penalty: 652.690674
	Iteration 7Q: 3 clusters Score -79746.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79871.984375 Penalty: 652.690674
	Iteration 8Q: 3 clusters Score -79871.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79913.406250 Penalty: 652.690674
	Iteration 9Q: 3 clusters Score -79913.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79928.195312 Penalty: 652.690674
	Iteration 10Q: 3 clusters Score -79928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79933.593750 Penalty: 652.690674
	Iteration 11Q: 3 clusters Score -79933.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79937.117188 Penalty: 652.690674
	Iteration 12Q: 3 clusters Score -79937.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79937.539062 Penalty: 652.690674
	Iteration 13Q: 3 clusters Score -79937.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79937.843750 Penalty: 652.690674
	Iteration 14Q: 3 clusters Score -79937.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79937.843750 Penalty: 652.690674
	Iteration 15F: 3 clusters Score -79937.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 926 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 377 members 
Entering Unmasked Estep 
Score: -53266284.000000 Penalty: 39917.792969
Splitting cluster 5 changes total score from -53266332.000000 to -53266284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -14624.550781 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -14624.55 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 140 members 
Entering Unmasked Estep 
Score: -14305.928711 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -14305.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14428.864258 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -14428.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14489.744141 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -14489.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14520.439453 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -14520.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14532.664062 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -14532.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14537.568359 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -14537.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14547.081055 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -14547.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14564.877930 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -14564.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14573.495117 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -14573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14583.107422 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -14583.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14585.143555 Penalty: 504.254974
	Iteration 10Q: 3 clusters Score -14585.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14588.062500 Penalty: 504.254974
	Iteration 11Q: 3 clusters Score -14588.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14588.062500 Penalty: 504.254974
	Iteration 12F: 3 clusters Score -14588.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Entering Unmasked Estep 
Score: -6441923.500000 Penalty: 525.759399
	Iteration 0F: 2 clusters Score -6441924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -6372176.500000 Penalty: 1051.518799
	Iteration 0F: 3 clusters Score -6372176 nChanged 51035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6403746.500000 Penalty: 1051.518799
	Iteration 1F: 3 clusters Score -6403746 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -6405274.000000 Penalty: 1051.518799
	Iteration 2Q: 3 clusters Score -6405274 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6407984.500000 Penalty: 1051.518799
	Iteration 3Q: 3 clusters Score -6407984 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -6412628.500000 Penalty: 1051.518799
	Iteration 4F: 3 clusters Score -6412628 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6418744.000000 Penalty: 1051.518799
	Iteration 5F: 3 clusters Score -6418744 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -6423185.500000 Penalty: 1051.518799
	Iteration 6F: 3 clusters Score -6423186 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -6424621.500000 Penalty: 1051.518799
	Iteration 7Q: 3 clusters Score -6424622 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -6425000.500000 Penalty: 1051.518799
	Iteration 8Q: 3 clusters Score -6425000 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -6425286.500000 Penalty: 1051.518799
	Iteration 9Q: 3 clusters Score -6425286 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6425549.500000 Penalty: 1051.518799
	Iteration 10Q: 3 clusters Score -6425550 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -6425870.000000 Penalty: 1051.518799
	Iteration 11Q: 3 clusters Score -6425870 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -6426286.000000 Penalty: 1051.518799
	Iteration 12Q: 3 clusters Score -6426286 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -6426736.500000 Penalty: 1051.518799
	Iteration 13Q: 3 clusters Score -6426736 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -6427238.000000 Penalty: 1051.518799
	Iteration 14Q: 3 clusters Score -6427238 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -6427813.000000 Penalty: 1051.518799
	Iteration 15Q: 3 clusters Score -6427813 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6428496.000000 Penalty: 1051.518799
	Iteration 16Q: 3 clusters Score -6428496 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6429262.000000 Penalty: 1051.518799
	Iteration 17Q: 3 clusters Score -6429262 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -6430069.500000 Penalty: 1051.518799
	Iteration 18Q: 3 clusters Score -6430070 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -6430942.000000 Penalty: 1051.518799
	Iteration 19Q: 3 clusters Score -6430942 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6431818.000000 Penalty: 1051.518799
	Iteration 20F: 3 clusters Score -6431818 nChanged 2010
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Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 20435 members 
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Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 18715 members 
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Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 17115 members 
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Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 15600 members 
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Mstep: Class 1 contains 90094 members 
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Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 12955 members 
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Mstep: Class 1 contains 94148 members 
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Mstep: Class 2 contains 8277 members 
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Mstep: Class 1 contains 97100 members 
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Mstep: Class 1 contains 97930 members 
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Mstep: Class 1 contains 99359 members 
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Mstep: Class 1 contains 100061 members 
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Mstep: Class 1 contains 102283 members 
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Mstep: Class 1 contains 102426 members 
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Mstep: Class 1 contains 102485 members 
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	Iteration 111Q: 3 clusters Score -6441552 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6441545.500000 Penalty: 1051.518799
	Iteration 113Q: 3 clusters Score -6441546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6441542.000000 Penalty: 1051.518799
	Iteration 114Q: 3 clusters Score -6441542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6441543.000000 Penalty: 1051.518799
	Iteration 115Q: 3 clusters Score -6441543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6441544.500000 Penalty: 1051.518799
	Iteration 116Q: 3 clusters Score -6441544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6441548.000000 Penalty: 1051.518799
	Iteration 117Q: 3 clusters Score -6441548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6441548.000000 Penalty: 1051.518799
	Iteration 118Q: 3 clusters Score -6441548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6441546.500000 Penalty: 1051.518799
	Iteration 119Q: 3 clusters Score -6441546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6441545.000000 Penalty: 1051.518799
	Iteration 120F: 3 clusters Score -6441545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -53615.070312 Penalty: 309.660370
	Iteration 0F: 2 clusters Score -53615.07 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 459 members 
Entering Unmasked Estep 
Score: -52859.984375 Penalty: 619.320740
	Iteration 0F: 3 clusters Score -52859.98 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -53047.011719 Penalty: 619.320740
	Iteration 1F: 3 clusters Score -53047.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53089.585938 Penalty: 619.320740
	Iteration 2F: 3 clusters Score -53089.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53109.261719 Penalty: 619.320740
	Iteration 3Q: 3 clusters Score -53109.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53132.277344 Penalty: 619.320740
	Iteration 4Q: 3 clusters Score -53132.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53154.300781 Penalty: 619.320740
	Iteration 5Q: 3 clusters Score -53154.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53171.265625 Penalty: 619.320740
	Iteration 6Q: 3 clusters Score -53171.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53189.593750 Penalty: 619.320740
	Iteration 7Q: 3 clusters Score -53189.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53202.476562 Penalty: 619.320740
	Iteration 8Q: 3 clusters Score -53202.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53208.578125 Penalty: 619.320740
	Iteration 9Q: 3 clusters Score -53208.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53214.515625 Penalty: 619.320740
	Iteration 10Q: 3 clusters Score -53214.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53220.585938 Penalty: 619.320740
	Iteration 11Q: 3 clusters Score -53220.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -53234.039062 Penalty: 619.320740
	Iteration 12Q: 3 clusters Score -53234.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53239.812500 Penalty: 619.320740
	Iteration 13Q: 3 clusters Score -53239.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -53246.503906 Penalty: 619.320740
	Iteration 14Q: 3 clusters Score -53246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -53255.171875 Penalty: 619.320740
	Iteration 15Q: 3 clusters Score -53255.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -53265.175781 Penalty: 619.320740
	Iteration 16Q: 3 clusters Score -53265.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53273.523438 Penalty: 619.320740
	Iteration 17Q: 3 clusters Score -53273.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -53281.042969 Penalty: 619.320740
	Iteration 18Q: 3 clusters Score -53281.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53289.632812 Penalty: 619.320740
	Iteration 19Q: 3 clusters Score -53289.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -53296.695312 Penalty: 619.320740
	Iteration 20F: 3 clusters Score -53296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53302.605469 Penalty: 619.320740
	Iteration 21Q: 3 clusters Score -53302.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53306.082031 Penalty: 619.320740
	Iteration 22Q: 3 clusters Score -53306.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -53310.886719 Penalty: 619.320740
	Iteration 23Q: 3 clusters Score -53310.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53318.417969 Penalty: 619.320740
	Iteration 24Q: 3 clusters Score -53318.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53325.363281 Penalty: 619.320740
	Iteration 25Q: 3 clusters Score -53325.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -53329.304688 Penalty: 619.320740
	Iteration 26Q: 3 clusters Score -53329.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -53332.566406 Penalty: 619.320740
	Iteration 27Q: 3 clusters Score -53332.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53333.136719 Penalty: 619.320740
	Iteration 28Q: 3 clusters Score -53333.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -53333.265625 Penalty: 619.320740
	Iteration 29Q: 3 clusters Score -53333.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53335.394531 Penalty: 619.320740
	Iteration 30Q: 3 clusters Score -53335.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -53335.648438 Penalty: 619.320740
	Iteration 31Q: 3 clusters Score -53335.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53336.511719 Penalty: 619.320740
	Iteration 32Q: 3 clusters Score -53336.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53336.511719 Penalty: 619.320740
	Iteration 33F: 3 clusters Score -53336.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -31226.582031 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -31226.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30732.826172 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -30732.83 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30893.851562 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -30893.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30937.382812 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -30937.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30965.351562 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -30965.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30979.734375 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -30979.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30987.035156 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -30987.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30994.289062 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -30994.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31003.722656 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -31003.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31008.609375 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -31008.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31010.076172 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -31010.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31010.285156 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -31010.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31010.693359 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -31010.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31012.169922 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -31012.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31014.390625 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -31014.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31016.951172 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -31016.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31018.886719 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -31018.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31026.263672 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -31026.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31033.675781 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -31033.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31040.570312 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -31040.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31053.007812 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -31053.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31066.824219 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -31066.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31079.517578 Penalty: 563.504944
	Iteration 21Q: 3 clusters Score -31079.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31089.958984 Penalty: 563.504944
	Iteration 22Q: 3 clusters Score -31089.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31103.716797 Penalty: 563.504944
	Iteration 23Q: 3 clusters Score -31103.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31114.167969 Penalty: 563.504944
	Iteration 24Q: 3 clusters Score -31114.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31120.464844 Penalty: 563.504944
	Iteration 25Q: 3 clusters Score -31120.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31126.570312 Penalty: 563.504944
	Iteration 26Q: 3 clusters Score -31126.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31128.294922 Penalty: 563.504944
	Iteration 27Q: 3 clusters Score -31128.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31128.294922 Penalty: 563.504944
	Iteration 28F: 3 clusters Score -31128.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20573.832031 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -20573.83 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 166 members 
Entering Unmasked Estep 
Score: -20184.396484 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -20184.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20301.583984 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -20301.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20348.162109 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -20348.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20357.929688 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -20357.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20362.060547 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -20362.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20364.312500 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -20364.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20364.917969 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -20364.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20365.609375 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -20365.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20367.988281 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -20367.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20369.388672 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -20369.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20369.388672 Penalty: 524.917236
	Iteration 10F: 3 clusters Score -20369.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -13266.445312 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -13266.45 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 129 members 
Entering Unmasked Estep 
Score: -12965.130859 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -12965.13 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13093.251953 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -13093.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13130.866211 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -13130.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13143.834961 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -13143.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13151.900391 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -13151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13163.166992 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -13163.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13177.340820 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -13177.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13193.191406 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -13193.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13208.702148 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -13208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13211.408203 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -13211.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13211.408203 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -13211.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Entering Unmasked Estep 
Score: -6252147.500000 Penalty: 524.737793
	Iteration 0F: 2 clusters Score -6252148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6184529.500000 Penalty: 1049.475586
	Iteration 0F: 3 clusters Score -6184530 nChanged 49860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -6217636.500000 Penalty: 1049.475586
	Iteration 1F: 3 clusters Score -6217636 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -6221552.500000 Penalty: 1049.475586
	Iteration 2F: 3 clusters Score -6221552 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -6226918.000000 Penalty: 1049.475586
	Iteration 3F: 3 clusters Score -6226918 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -6232947.000000 Penalty: 1049.475586
	Iteration 4F: 3 clusters Score -6232947 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -6238118.500000 Penalty: 1049.475586
	Iteration 5F: 3 clusters Score -6238118 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -6241228.500000 Penalty: 1049.475586
	Iteration 6Q: 3 clusters Score -6241228 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -6242985.500000 Penalty: 1049.475586
	Iteration 7Q: 3 clusters Score -6242986 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6244192.000000 Penalty: 1049.475586
	Iteration 8Q: 3 clusters Score -6244192 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -6245141.500000 Penalty: 1049.475586
	Iteration 9Q: 3 clusters Score -6245142 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -6246013.000000 Penalty: 1049.475586
	Iteration 10Q: 3 clusters Score -6246013 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -6246816.000000 Penalty: 1049.475586
	Iteration 11Q: 3 clusters Score -6246816 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -6247652.500000 Penalty: 1049.475586
	Iteration 12Q: 3 clusters Score -6247652 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -6248344.000000 Penalty: 1049.475586
	Iteration 13Q: 3 clusters Score -6248344 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6248927.000000 Penalty: 1049.475586
	Iteration 14Q: 3 clusters Score -6248927 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6249437.500000 Penalty: 1049.475586
	Iteration 15Q: 3 clusters Score -6249438 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6249884.000000 Penalty: 1049.475586
	Iteration 16Q: 3 clusters Score -6249884 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6250265.000000 Penalty: 1049.475586
	Iteration 17Q: 3 clusters Score -6250265 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6250516.500000 Penalty: 1049.475586
	Iteration 18Q: 3 clusters Score -6250516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6250756.500000 Penalty: 1049.475586
	Iteration 19Q: 3 clusters Score -6250756 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6250906.500000 Penalty: 1049.475586
	Iteration 20F: 3 clusters Score -6250906 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6251035.500000 Penalty: 1049.475586
	Iteration 21Q: 3 clusters Score -6251036 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6251144.000000 Penalty: 1049.475586
	Iteration 22Q: 3 clusters Score -6251144 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6251220.000000 Penalty: 1049.475586
	Iteration 23Q: 3 clusters Score -6251220 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6251330.500000 Penalty: 1049.475586
	Iteration 24Q: 3 clusters Score -6251330 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6251387.500000 Penalty: 1049.475586
	Iteration 25Q: 3 clusters Score -6251388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6251435.500000 Penalty: 1049.475586
	Iteration 26Q: 3 clusters Score -6251436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6251468.500000 Penalty: 1049.475586
	Iteration 27Q: 3 clusters Score -6251468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6251499.000000 Penalty: 1049.475586
	Iteration 28Q: 3 clusters Score -6251499 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6251538.000000 Penalty: 1049.475586
	Iteration 29Q: 3 clusters Score -6251538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6251560.000000 Penalty: 1049.475586
	Iteration 30Q: 3 clusters Score -6251560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6251573.000000 Penalty: 1049.475586
	Iteration 31Q: 3 clusters Score -6251573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6251596.500000 Penalty: 1049.475586
	Iteration 32Q: 3 clusters Score -6251596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6251610.000000 Penalty: 1049.475586
	Iteration 33Q: 3 clusters Score -6251610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6251608.500000 Penalty: 1049.475586
	Iteration 34Q: 3 clusters Score -6251608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6251610.500000 Penalty: 1049.475586
	Iteration 35Q: 3 clusters Score -6251610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6251606.500000 Penalty: 1049.475586
	Iteration 36Q: 3 clusters Score -6251606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6251611.500000 Penalty: 1049.475586
	Iteration 37Q: 3 clusters Score -6251612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6251619.000000 Penalty: 1049.475586
	Iteration 38Q: 3 clusters Score -6251619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6251628.500000 Penalty: 1049.475586
	Iteration 39Q: 3 clusters Score -6251628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6251627.500000 Penalty: 1049.475586
	Iteration 40F: 3 clusters Score -6251628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6251626.000000 Penalty: 1049.475586
	Iteration 41Q: 3 clusters Score -6251626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6251631.000000 Penalty: 1049.475586
	Iteration 42Q: 3 clusters Score -6251631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6251638.500000 Penalty: 1049.475586
	Iteration 43Q: 3 clusters Score -6251638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6251647.000000 Penalty: 1049.475586
	Iteration 44Q: 3 clusters Score -6251647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6251661.500000 Penalty: 1049.475586
	Iteration 45Q: 3 clusters Score -6251662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6251656.500000 Penalty: 1049.475586
	Iteration 46Q: 3 clusters Score -6251656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6251658.000000 Penalty: 1049.475586
	Iteration 47Q: 3 clusters Score -6251658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6251667.500000 Penalty: 1049.475586
	Iteration 48Q: 3 clusters Score -6251668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6251668.500000 Penalty: 1049.475586
	Iteration 49Q: 3 clusters Score -6251668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6251673.500000 Penalty: 1049.475586
	Iteration 50Q: 3 clusters Score -6251674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6251688.000000 Penalty: 1049.475586
	Iteration 51Q: 3 clusters Score -6251688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6251689.000000 Penalty: 1049.475586
	Iteration 52Q: 3 clusters Score -6251689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6251699.000000 Penalty: 1049.475586
	Iteration 53Q: 3 clusters Score -6251699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6251710.000000 Penalty: 1049.475586
	Iteration 54Q: 3 clusters Score -6251710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6251727.000000 Penalty: 1049.475586
	Iteration 55Q: 3 clusters Score -6251727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6251731.000000 Penalty: 1049.475586
	Iteration 56Q: 3 clusters Score -6251731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6251735.500000 Penalty: 1049.475586
	Iteration 57Q: 3 clusters Score -6251736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6251737.000000 Penalty: 1049.475586
	Iteration 58Q: 3 clusters Score -6251737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6251733.000000 Penalty: 1049.475586
	Iteration 59Q: 3 clusters Score -6251733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6251735.000000 Penalty: 1049.475586
	Iteration 60F: 3 clusters Score -6251735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6251743.000000 Penalty: 1049.475586
	Iteration 61Q: 3 clusters Score -6251743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6251746.500000 Penalty: 1049.475586
	Iteration 62Q: 3 clusters Score -6251746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6251760.000000 Penalty: 1049.475586
	Iteration 63Q: 3 clusters Score -6251760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6251762.500000 Penalty: 1049.475586
	Iteration 64Q: 3 clusters Score -6251762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6251779.500000 Penalty: 1049.475586
	Iteration 65Q: 3 clusters Score -6251780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6251781.000000 Penalty: 1049.475586
	Iteration 66Q: 3 clusters Score -6251781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6251787.500000 Penalty: 1049.475586
	Iteration 67Q: 3 clusters Score -6251788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6251791.000000 Penalty: 1049.475586
	Iteration 68Q: 3 clusters Score -6251791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6251794.500000 Penalty: 1049.475586
	Iteration 69Q: 3 clusters Score -6251794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6251796.500000 Penalty: 1049.475586
	Iteration 70Q: 3 clusters Score -6251796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6251806.000000 Penalty: 1049.475586
	Iteration 71Q: 3 clusters Score -6251806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6251812.000000 Penalty: 1049.475586
	Iteration 72Q: 3 clusters Score -6251812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6251817.500000 Penalty: 1049.475586
	Iteration 73Q: 3 clusters Score -6251818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6251820.500000 Penalty: 1049.475586
	Iteration 74Q: 3 clusters Score -6251820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6251826.000000 Penalty: 1049.475586
	Iteration 75Q: 3 clusters Score -6251826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6251821.000000 Penalty: 1049.475586
	Iteration 76Q: 3 clusters Score -6251821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6251823.000000 Penalty: 1049.475586
	Iteration 77Q: 3 clusters Score -6251823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6251825.500000 Penalty: 1049.475586
	Iteration 78Q: 3 clusters Score -6251826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6251824.500000 Penalty: 1049.475586
	Iteration 79Q: 3 clusters Score -6251824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6251827.000000 Penalty: 1049.475586
	Iteration 80F: 3 clusters Score -6251827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6251824.000000 Penalty: 1049.475586
	Iteration 81Q: 3 clusters Score -6251824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6251827.000000 Penalty: 1049.475586
	Iteration 82Q: 3 clusters Score -6251827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6251825.000000 Penalty: 1049.475586
	Iteration 83Q: 3 clusters Score -6251825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6251828.500000 Penalty: 1049.475586
	Iteration 84Q: 3 clusters Score -6251828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6251830.000000 Penalty: 1049.475586
	Iteration 85Q: 3 clusters Score -6251830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6251832.500000 Penalty: 1049.475586
	Iteration 86Q: 3 clusters Score -6251832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6251843.000000 Penalty: 1049.475586
	Iteration 87Q: 3 clusters Score -6251843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6251844.000000 Penalty: 1049.475586
	Iteration 88Q: 3 clusters Score -6251844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6251842.000000 Penalty: 1049.475586
	Iteration 89Q: 3 clusters Score -6251842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6251841.500000 Penalty: 1049.475586
	Iteration 90Q: 3 clusters Score -6251842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6251847.500000 Penalty: 1049.475586
	Iteration 91Q: 3 clusters Score -6251848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6251851.000000 Penalty: 1049.475586
	Iteration 92Q: 3 clusters Score -6251851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101308 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6251852.000000 Penalty: 1049.475586
	Iteration 93Q: 3 clusters Score -6251852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6251856.500000 Penalty: 1049.475586
	Iteration 94Q: 3 clusters Score -6251856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6251864.000000 Penalty: 1049.475586
	Iteration 95Q: 3 clusters Score -6251864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6251866.500000 Penalty: 1049.475586
	Iteration 96Q: 3 clusters Score -6251866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6251869.500000 Penalty: 1049.475586
	Iteration 97Q: 3 clusters Score -6251870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6251873.000000 Penalty: 1049.475586
	Iteration 98Q: 3 clusters Score -6251873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6251872.000000 Penalty: 1049.475586
	Iteration 99Q: 3 clusters Score -6251872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6251878.500000 Penalty: 1049.475586
	Iteration 100F: 3 clusters Score -6251878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6251878.000000 Penalty: 1049.475586
	Iteration 101Q: 3 clusters Score -6251878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6251881.000000 Penalty: 1049.475586
	Iteration 102Q: 3 clusters Score -6251881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6251882.500000 Penalty: 1049.475586
	Iteration 103Q: 3 clusters Score -6251882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6251884.500000 Penalty: 1049.475586
	Iteration 104Q: 3 clusters Score -6251884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6251882.500000 Penalty: 1049.475586
	Iteration 105Q: 3 clusters Score -6251882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6251887.000000 Penalty: 1049.475586
	Iteration 106Q: 3 clusters Score -6251887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6251884.000000 Penalty: 1049.475586
	Iteration 107Q: 3 clusters Score -6251884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6251881.000000 Penalty: 1049.475586
	Iteration 108Q: 3 clusters Score -6251881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6251890.000000 Penalty: 1049.475586
	Iteration 109Q: 3 clusters Score -6251890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6251887.500000 Penalty: 1049.475586
	Iteration 110Q: 3 clusters Score -6251888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6251885.500000 Penalty: 1049.475586
	Iteration 111Q: 3 clusters Score -6251886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6251888.500000 Penalty: 1049.475586
	Iteration 112Q: 3 clusters Score -6251888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6251891.500000 Penalty: 1049.475586
	Iteration 113Q: 3 clusters Score -6251892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6251891.000000 Penalty: 1049.475586
	Iteration 114Q: 3 clusters Score -6251891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6251895.000000 Penalty: 1049.475586
	Iteration 115Q: 3 clusters Score -6251895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6251892.000000 Penalty: 1049.475586
	Iteration 116Q: 3 clusters Score -6251892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101277 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6251889.500000 Penalty: 1049.475586
	Iteration 117Q: 3 clusters Score -6251890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6251889.000000 Penalty: 1049.475586
	Iteration 118Q: 3 clusters Score -6251889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6251891.500000 Penalty: 1049.475586
	Iteration 119Q: 3 clusters Score -6251892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6251887.500000 Penalty: 1049.475586
	Iteration 120F: 3 clusters Score -6251888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -22459.175781 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -22459.18 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 205 members 
Entering Unmasked Estep 
Score: -22047.283203 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -22047.28 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22153.671875 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -22153.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22183.353516 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -22183.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22197.640625 Penalty: 536.890686
	Iteration 3Q: 3 clusters Score -22197.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22210.660156 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -22210.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22218.371094 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -22218.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22223.763672 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -22223.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22226.103516 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -22226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22226.703125 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -22226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22232.894531 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -22232.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22238.509766 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -22238.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22240.498047 Penalty: 536.890686
	Iteration 11Q: 3 clusters Score -22240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22242.958984 Penalty: 536.890686
	Iteration 12Q: 3 clusters Score -22242.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22246.890625 Penalty: 536.890686
	Iteration 13Q: 3 clusters Score -22246.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22255.054688 Penalty: 536.890686
	Iteration 14Q: 3 clusters Score -22255.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22270.166016 Penalty: 536.890686
	Iteration 15Q: 3 clusters Score -22270.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22285.820312 Penalty: 536.890686
	Iteration 16Q: 3 clusters Score -22285.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22292.019531 Penalty: 536.890686
	Iteration 17Q: 3 clusters Score -22292.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22314.302734 Penalty: 536.890686
	Iteration 18Q: 3 clusters Score -22314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22318.802734 Penalty: 536.890686
	Iteration 19Q: 3 clusters Score -22318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22319.552734 Penalty: 536.890686
	Iteration 20F: 3 clusters Score -22319.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -242242.062500 Penalty: 374.708923
	Iteration 0F: 2 clusters Score -242242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -239621.609375 Penalty: 749.417847
	Iteration 0F: 3 clusters Score -239621.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -240632.921875 Penalty: 749.417847
	Iteration 1F: 3 clusters Score -240632.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -240726.984375 Penalty: 749.417847
	Iteration 2F: 3 clusters Score -240727 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -240818.203125 Penalty: 749.417847
	Iteration 3F: 3 clusters Score -240818.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -240905.937500 Penalty: 749.417847
	Iteration 4Q: 3 clusters Score -240905.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -241005.453125 Penalty: 749.417847
	Iteration 5Q: 3 clusters Score -241005.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -241110.546875 Penalty: 749.417847
	Iteration 6Q: 3 clusters Score -241110.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -241235.437500 Penalty: 749.417847
	Iteration 7Q: 3 clusters Score -241235.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -241319.796875 Penalty: 749.417847
	Iteration 8Q: 3 clusters Score -241319.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -241358.453125 Penalty: 749.417847
	Iteration 9Q: 3 clusters Score -241358.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -241376.406250 Penalty: 749.417847
	Iteration 10Q: 3 clusters Score -241376.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -241390.843750 Penalty: 749.417847
	Iteration 11Q: 3 clusters Score -241390.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -241401.218750 Penalty: 749.417847
	Iteration 12Q: 3 clusters Score -241401.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -241410.796875 Penalty: 749.417847
	Iteration 13Q: 3 clusters Score -241410.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -241418.796875 Penalty: 749.417847
	Iteration 14Q: 3 clusters Score -241418.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -241427.375000 Penalty: 749.417847
	Iteration 15Q: 3 clusters Score -241427.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -241438.000000 Penalty: 749.417847
	Iteration 16Q: 3 clusters Score -241438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -241451.484375 Penalty: 749.417847
	Iteration 17Q: 3 clusters Score -241451.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -241465.531250 Penalty: 749.417847
	Iteration 18Q: 3 clusters Score -241465.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -241476.515625 Penalty: 749.417847
	Iteration 19Q: 3 clusters Score -241476.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -241491.000000 Penalty: 749.417847
	Iteration 20F: 3 clusters Score -241491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -241506.640625 Penalty: 749.417847
	Iteration 21Q: 3 clusters Score -241506.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -241518.562500 Penalty: 749.417847
	Iteration 22Q: 3 clusters Score -241518.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -241527.843750 Penalty: 749.417847
	Iteration 23Q: 3 clusters Score -241527.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -241536.421875 Penalty: 749.417847
	Iteration 24Q: 3 clusters Score -241536.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -241543.359375 Penalty: 749.417847
	Iteration 25Q: 3 clusters Score -241543.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -241549.796875 Penalty: 749.417847
	Iteration 26Q: 3 clusters Score -241549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -241554.421875 Penalty: 749.417847
	Iteration 27Q: 3 clusters Score -241554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -241556.734375 Penalty: 749.417847
	Iteration 28Q: 3 clusters Score -241556.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -241558.968750 Penalty: 749.417847
	Iteration 29Q: 3 clusters Score -241559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -241560.828125 Penalty: 749.417847
	Iteration 30Q: 3 clusters Score -241560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -241562.531250 Penalty: 749.417847
	Iteration 31Q: 3 clusters Score -241562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -241565.156250 Penalty: 749.417847
	Iteration 32Q: 3 clusters Score -241565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241569.921875 Penalty: 749.417847
	Iteration 33Q: 3 clusters Score -241569.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -241574.328125 Penalty: 749.417847
	Iteration 34Q: 3 clusters Score -241574.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -241578.437500 Penalty: 749.417847
	Iteration 35Q: 3 clusters Score -241578.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -241582.734375 Penalty: 749.417847
	Iteration 36Q: 3 clusters Score -241582.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -241587.281250 Penalty: 749.417847
	Iteration 37Q: 3 clusters Score -241587.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -241590.875000 Penalty: 749.417847
	Iteration 38Q: 3 clusters Score -241590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -241594.578125 Penalty: 749.417847
	Iteration 39Q: 3 clusters Score -241594.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -241599.468750 Penalty: 749.417847
	Iteration 40F: 3 clusters Score -241599.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -241604.250000 Penalty: 749.417847
	Iteration 41Q: 3 clusters Score -241604.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -241608.562500 Penalty: 749.417847
	Iteration 42Q: 3 clusters Score -241608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -241611.312500 Penalty: 749.417847
	Iteration 43Q: 3 clusters Score -241611.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -241614.312500 Penalty: 749.417847
	Iteration 44Q: 3 clusters Score -241614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -241616.671875 Penalty: 749.417847
	Iteration 45Q: 3 clusters Score -241616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -241618.406250 Penalty: 749.417847
	Iteration 46Q: 3 clusters Score -241618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -241619.703125 Penalty: 749.417847
	Iteration 47Q: 3 clusters Score -241619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -241620.734375 Penalty: 749.417847
	Iteration 48Q: 3 clusters Score -241620.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -241622.093750 Penalty: 749.417847
	Iteration 49Q: 3 clusters Score -241622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -241622.937500 Penalty: 749.417847
	Iteration 50Q: 3 clusters Score -241622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -241623.937500 Penalty: 749.417847
	Iteration 51Q: 3 clusters Score -241623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -241624.312500 Penalty: 749.417847
	Iteration 52Q: 3 clusters Score -241624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -241624.546875 Penalty: 749.417847
	Iteration 53Q: 3 clusters Score -241624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -241624.265625 Penalty: 749.417847
	Iteration 54Q: 3 clusters Score -241624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -241624.203125 Penalty: 749.417847
	Iteration 55Q: 3 clusters Score -241624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -241624.796875 Penalty: 749.417847
	Iteration 56Q: 3 clusters Score -241624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -241625.093750 Penalty: 749.417847
	Iteration 57Q: 3 clusters Score -241625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -241625.171875 Penalty: 749.417847
	Iteration 58Q: 3 clusters Score -241625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -241625.171875 Penalty: 749.417847
	Iteration 59F: 3 clusters Score -241625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -8335.859375 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -8335.859 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 146 members 
Entering Unmasked Estep 
Score: -8017.643555 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -8017.644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8152.332031 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -8152.332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8186.337891 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -8186.338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8196.956055 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -8196.956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8199.373047 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -8199.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8199.373047 Penalty: 506.022034
	Iteration 5F: 3 clusters Score -8199.373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7908.234863 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7908.235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7677.211426 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7677.211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7714.685059 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7714.685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7732.384277 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7732.384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7735.595703 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7735.596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7741.159180 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7741.159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7748.075195 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7748.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7753.178223 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7753.178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7755.402344 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -7755.402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7758.627930 Penalty: 443.642975
	Iteration 8Q: 3 clusters Score -7758.628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7760.213379 Penalty: 443.642975
	Iteration 9Q: 3 clusters Score -7760.213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7763.371582 Penalty: 443.642975
	Iteration 10Q: 3 clusters Score -7763.372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7766.643555 Penalty: 443.642975
	Iteration 11Q: 3 clusters Score -7766.644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7772.618164 Penalty: 443.642975
	Iteration 12Q: 3 clusters Score -7772.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7776.802246 Penalty: 443.642975
	Iteration 13Q: 3 clusters Score -7776.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7778.233887 Penalty: 443.642975
	Iteration 14Q: 3 clusters Score -7778.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7779.039551 Penalty: 443.642975
	Iteration 15Q: 3 clusters Score -7779.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7779.039551 Penalty: 443.642975
	Iteration 16F: 3 clusters Score -7779.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (104279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Entering Unmasked Estep 
Score: -6432765.500000 Penalty: 525.744507
	Iteration 0F: 2 clusters Score -6432766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -6365651.500000 Penalty: 1051.489014
	Iteration 0F: 3 clusters Score -6365652 nChanged 50879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -6397820.500000 Penalty: 1051.489014
	Iteration 1F: 3 clusters Score -6397820 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -6400597.000000 Penalty: 1051.489014
	Iteration 2Q: 3 clusters Score -6400597 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -6405307.500000 Penalty: 1051.489014
	Iteration 3F: 3 clusters Score -6405308 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6412255.500000 Penalty: 1051.489014
	Iteration 4F: 3 clusters Score -6412256 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -6418534.500000 Penalty: 1051.489014
	Iteration 5F: 3 clusters Score -6418534 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6421561.000000 Penalty: 1051.489014
	Iteration 6F: 3 clusters Score -6421561 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -6422775.500000 Penalty: 1051.489014
	Iteration 7Q: 3 clusters Score -6422776 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6423665.500000 Penalty: 1051.489014
	Iteration 8Q: 3 clusters Score -6423666 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6424424.500000 Penalty: 1051.489014
	Iteration 9Q: 3 clusters Score -6424424 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6425108.500000 Penalty: 1051.489014
	Iteration 10Q: 3 clusters Score -6425108 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -6425679.500000 Penalty: 1051.489014
	Iteration 11Q: 3 clusters Score -6425680 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6426248.000000 Penalty: 1051.489014
	Iteration 12Q: 3 clusters Score -6426248 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -6426640.000000 Penalty: 1051.489014
	Iteration 13Q: 3 clusters Score -6426640 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6427063.500000 Penalty: 1051.489014
	Iteration 14Q: 3 clusters Score -6427064 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -6427407.000000 Penalty: 1051.489014
	Iteration 15Q: 3 clusters Score -6427407 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6427689.500000 Penalty: 1051.489014
	Iteration 16Q: 3 clusters Score -6427690 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -6427938.500000 Penalty: 1051.489014
	Iteration 17Q: 3 clusters Score -6427938 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -6428096.000000 Penalty: 1051.489014
	Iteration 18Q: 3 clusters Score -6428096 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -6428271.000000 Penalty: 1051.489014
	Iteration 19Q: 3 clusters Score -6428271 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6428371.000000 Penalty: 1051.489014
	Iteration 20F: 3 clusters Score -6428371 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -6428501.000000 Penalty: 1051.489014
	Iteration 21Q: 3 clusters Score -6428501 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -6428566.500000 Penalty: 1051.489014
	Iteration 22Q: 3 clusters Score -6428566 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6428671.000000 Penalty: 1051.489014
	Iteration 23Q: 3 clusters Score -6428671 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6428722.500000 Penalty: 1051.489014
	Iteration 24Q: 3 clusters Score -6428722 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -6428761.500000 Penalty: 1051.489014
	Iteration 25Q: 3 clusters Score -6428762 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6428775.500000 Penalty: 1051.489014
	Iteration 26Q: 3 clusters Score -6428776 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -6428838.000000 Penalty: 1051.489014
	Iteration 27Q: 3 clusters Score -6428838 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6428860.000000 Penalty: 1051.489014
	Iteration 28Q: 3 clusters Score -6428860 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -6428893.500000 Penalty: 1051.489014
	Iteration 29Q: 3 clusters Score -6428894 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -6428897.000000 Penalty: 1051.489014
	Iteration 30Q: 3 clusters Score -6428897 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -6428920.500000 Penalty: 1051.489014
	Iteration 31Q: 3 clusters Score -6428920 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -6428915.000000 Penalty: 1051.489014
	Iteration 32Q: 3 clusters Score -6428915 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6428926.000000 Penalty: 1051.489014
	Iteration 33Q: 3 clusters Score -6428926 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -6428931.500000 Penalty: 1051.489014
	Iteration 34Q: 3 clusters Score -6428932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -6428961.500000 Penalty: 1051.489014
	Iteration 35Q: 3 clusters Score -6428962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -6428981.000000 Penalty: 1051.489014
	Iteration 36Q: 3 clusters Score -6428981 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -6428985.000000 Penalty: 1051.489014
	Iteration 37Q: 3 clusters Score -6428985 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -6428969.500000 Penalty: 1051.489014
	Iteration 38Q: 3 clusters Score -6428970 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -6428963.000000 Penalty: 1051.489014
	Iteration 39Q: 3 clusters Score -6428963 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6428955.500000 Penalty: 1051.489014
	Iteration 40F: 3 clusters Score -6428956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -6428955.000000 Penalty: 1051.489014
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Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 51616 members 
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Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 51398 members 
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Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 51179 members 
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Mstep: Class 1 contains 53324 members 
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Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 50697 members 
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Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 50395 members 
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Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 50085 members 
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Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 49441 members 
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Mstep: Class 1 contains 56530 members 
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Mstep: Class 1 contains 57907 members 
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Mstep: Class 1 contains 59440 members 
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Mstep: Class 1 contains 59807 members 
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Mstep: Class 1 contains 65244 members 
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Mstep: Class 1 contains 65554 members 
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	Iteration 119Q: 3 clusters Score -6431292 nChanged 1142
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	Iteration 120F: 3 clusters Score -6431305 nChanged 1123
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	Iteration 121Q: 3 clusters Score -6431346 nChanged 1071
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	Iteration 123Q: 3 clusters Score -6431466 nChanged 1084
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	Iteration 128Q: 3 clusters Score -6431838 nChanged 913
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	Iteration 132Q: 3 clusters Score -6432050 nChanged 626
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	Iteration 134Q: 3 clusters Score -6432126 nChanged 486
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Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6432165.000000 Penalty: 1051.489014
	Iteration 135Q: 3 clusters Score -6432165 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6432206.500000 Penalty: 1051.489014
	Iteration 136Q: 3 clusters Score -6432206 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6432255.500000 Penalty: 1051.489014
	Iteration 137Q: 3 clusters Score -6432256 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6432275.500000 Penalty: 1051.489014
	Iteration 138Q: 3 clusters Score -6432276 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6432335.500000 Penalty: 1051.489014
	Iteration 139Q: 3 clusters Score -6432336 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6432377.500000 Penalty: 1051.489014
	Iteration 140F: 3 clusters Score -6432378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6432397.000000 Penalty: 1051.489014
	Iteration 141Q: 3 clusters Score -6432397 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6432421.000000 Penalty: 1051.489014
	Iteration 142Q: 3 clusters Score -6432421 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6432439.000000 Penalty: 1051.489014
	Iteration 143Q: 3 clusters Score -6432439 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6432478.000000 Penalty: 1051.489014
	Iteration 144Q: 3 clusters Score -6432478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6432498.500000 Penalty: 1051.489014
	Iteration 145Q: 3 clusters Score -6432498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6432510.500000 Penalty: 1051.489014
	Iteration 146Q: 3 clusters Score -6432510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6432531.000000 Penalty: 1051.489014
	Iteration 147Q: 3 clusters Score -6432531 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6432526.500000 Penalty: 1051.489014
	Iteration 148Q: 3 clusters Score -6432526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6432527.000000 Penalty: 1051.489014
	Iteration 149Q: 3 clusters Score -6432527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6432515.000000 Penalty: 1051.489014
	Iteration 150Q: 3 clusters Score -6432515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6432526.000000 Penalty: 1051.489014
	Iteration 151Q: 3 clusters Score -6432526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6432529.500000 Penalty: 1051.489014
	Iteration 152Q: 3 clusters Score -6432530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103207 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6432534.500000 Penalty: 1051.489014
	Iteration 153Q: 3 clusters Score -6432534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6432540.500000 Penalty: 1051.489014
	Iteration 154Q: 3 clusters Score -6432540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6432549.500000 Penalty: 1051.489014
	Iteration 155Q: 3 clusters Score -6432550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6432545.000000 Penalty: 1051.489014
	Iteration 156Q: 3 clusters Score -6432545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6432534.000000 Penalty: 1051.489014
	Iteration 157Q: 3 clusters Score -6432534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6432542.500000 Penalty: 1051.489014
	Iteration 158Q: 3 clusters Score -6432542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6432538.500000 Penalty: 1051.489014
	Iteration 159Q: 3 clusters Score -6432538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6432542.500000 Penalty: 1051.489014
	Iteration 160F: 3 clusters Score -6432542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6432537.500000 Penalty: 1051.489014
	Iteration 161Q: 3 clusters Score -6432538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6432542.500000 Penalty: 1051.489014
	Iteration 162Q: 3 clusters Score -6432542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6432548.000000 Penalty: 1051.489014
	Iteration 163Q: 3 clusters Score -6432548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6432547.000000 Penalty: 1051.489014
	Iteration 164Q: 3 clusters Score -6432547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6432541.000000 Penalty: 1051.489014
	Iteration 165Q: 3 clusters Score -6432541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6432541.500000 Penalty: 1051.489014
	Iteration 166Q: 3 clusters Score -6432542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6432545.000000 Penalty: 1051.489014
	Iteration 167Q: 3 clusters Score -6432545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6432544.000000 Penalty: 1051.489014
	Iteration 168Q: 3 clusters Score -6432544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6432541.000000 Penalty: 1051.489014
	Iteration 169Q: 3 clusters Score -6432541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6432544.000000 Penalty: 1051.489014
	Iteration 170Q: 3 clusters Score -6432544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6432545.000000 Penalty: 1051.489014
	Iteration 171Q: 3 clusters Score -6432545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6432545.000000 Penalty: 1051.489014
	Iteration 172F: 3 clusters Score -6432545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Entering Unmasked Estep 
Score: -5606947.500000 Penalty: 519.129578
	Iteration 0F: 2 clusters Score -5606948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5548707.000000 Penalty: 1038.259155
	Iteration 0F: 3 clusters Score -5548707 nChanged 43833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5576435.500000 Penalty: 1038.259155
	Iteration 1F: 3 clusters Score -5576436 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -5579650.000000 Penalty: 1038.259155
	Iteration 2F: 3 clusters Score -5579650 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -5584714.500000 Penalty: 1038.259155
	Iteration 3F: 3 clusters Score -5584714 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -5591086.500000 Penalty: 1038.259155
	Iteration 4F: 3 clusters Score -5591086 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -5596086.500000 Penalty: 1038.259155
	Iteration 5F: 3 clusters Score -5596086 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -5598068.000000 Penalty: 1038.259155
	Iteration 6F: 3 clusters Score -5598068 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -5598525.000000 Penalty: 1038.259155
	Iteration 7Q: 3 clusters Score -5598525 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -5598702.500000 Penalty: 1038.259155
	Iteration 8Q: 3 clusters Score -5598702 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -5598813.000000 Penalty: 1038.259155
	Iteration 9Q: 3 clusters Score -5598813 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -5598921.500000 Penalty: 1038.259155
	Iteration 10Q: 3 clusters Score -5598922 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -5598986.500000 Penalty: 1038.259155
	Iteration 11Q: 3 clusters Score -5598986 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -5599001.500000 Penalty: 1038.259155
	Iteration 12Q: 3 clusters Score -5599002 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -5599031.000000 Penalty: 1038.259155
	Iteration 13Q: 3 clusters Score -5599031 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -5599067.500000 Penalty: 1038.259155
	Iteration 14Q: 3 clusters Score -5599068 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -5599079.500000 Penalty: 1038.259155
	Iteration 15Q: 3 clusters Score -5599080 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -5599112.500000 Penalty: 1038.259155
	Iteration 16Q: 3 clusters Score -5599112 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -5599117.000000 Penalty: 1038.259155
	Iteration 17Q: 3 clusters Score -5599117 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -5599049.000000 Penalty: 1038.259155
	Iteration 18Q: 3 clusters Score -5599049 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -5599076.000000 Penalty: 1038.259155
	Iteration 19Q: 3 clusters Score -5599076 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -5599073.500000 Penalty: 1038.259155
	Iteration 20F: 3 clusters Score -5599074 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5599061.500000 Penalty: 1038.259155
	Iteration 21Q: 3 clusters Score -5599062 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5599081.500000 Penalty: 1038.259155
	Iteration 22Q: 3 clusters Score -5599082 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5599086.000000 Penalty: 1038.259155
	Iteration 23Q: 3 clusters Score -5599086 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5599058.000000 Penalty: 1038.259155
	Iteration 24Q: 3 clusters Score -5599058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5599050.500000 Penalty: 1038.259155
	Iteration 25Q: 3 clusters Score -5599050 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5599057.500000 Penalty: 1038.259155
	Iteration 26Q: 3 clusters Score -5599058 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5599071.500000 Penalty: 1038.259155
	Iteration 27Q: 3 clusters Score -5599072 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5599069.500000 Penalty: 1038.259155
	Iteration 28Q: 3 clusters Score -5599070 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5599068.500000 Penalty: 1038.259155
	Iteration 29Q: 3 clusters Score -5599068 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -5599078.000000 Penalty: 1038.259155
	Iteration 30Q: 3 clusters Score -5599078 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5599061.000000 Penalty: 1038.259155
	Iteration 31Q: 3 clusters Score -5599061 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5599059.000000 Penalty: 1038.259155
	Iteration 32Q: 3 clusters Score -5599059 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5599040.500000 Penalty: 1038.259155
	Iteration 33Q: 3 clusters Score -5599040 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5599036.500000 Penalty: 1038.259155
	Iteration 34Q: 3 clusters Score -5599036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5599033.000000 Penalty: 1038.259155
	Iteration 35Q: 3 clusters Score -5599033 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5599036.500000 Penalty: 1038.259155
	Iteration 36Q: 3 clusters Score -5599036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5599050.500000 Penalty: 1038.259155
	Iteration 37Q: 3 clusters Score -5599050 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5599063.500000 Penalty: 1038.259155
	Iteration 38Q: 3 clusters Score -5599064 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -5599094.000000 Penalty: 1038.259155
	Iteration 39Q: 3 clusters Score -5599094 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5599080.000000 Penalty: 1038.259155
	Iteration 40F: 3 clusters Score -5599080 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5599078.500000 Penalty: 1038.259155
	Iteration 41Q: 3 clusters Score -5599078 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5599082.000000 Penalty: 1038.259155
	Iteration 42Q: 3 clusters Score -5599082 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5599067.000000 Penalty: 1038.259155
	Iteration 43Q: 3 clusters Score -5599067 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5599067.500000 Penalty: 1038.259155
	Iteration 44Q: 3 clusters Score -5599068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -5599068.000000 Penalty: 1038.259155
	Iteration 45Q: 3 clusters Score -5599068 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -5599077.000000 Penalty: 1038.259155
	Iteration 46Q: 3 clusters Score -5599077 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5599083.000000 Penalty: 1038.259155
	Iteration 47Q: 3 clusters Score -5599083 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5599102.500000 Penalty: 1038.259155
	Iteration 48Q: 3 clusters Score -5599102 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5599106.500000 Penalty: 1038.259155
	Iteration 49Q: 3 clusters Score -5599106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -5599133.000000 Penalty: 1038.259155
	Iteration 50Q: 3 clusters Score -5599133 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5599102.000000 Penalty: 1038.259155
	Iteration 51Q: 3 clusters Score -5599102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -5599107.500000 Penalty: 1038.259155
	Iteration 52Q: 3 clusters Score -5599108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5599129.500000 Penalty: 1038.259155
	Iteration 53Q: 3 clusters Score -5599130 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5599100.500000 Penalty: 1038.259155
	Iteration 54Q: 3 clusters Score -5599100 nChanged 222
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Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 36864 members 
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Mstep: Class 2 contains 36667 members 
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	Iteration 56Q: 3 clusters Score -5599162 nChanged 231
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Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5599148 nChanged 244
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	Iteration 58Q: 3 clusters Score -5599140 nChanged 303
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	Iteration 59Q: 3 clusters Score -5599156 nChanged 350
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Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5599180 nChanged 384
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	Iteration 61Q: 3 clusters Score -5599233 nChanged 393
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Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 34430 members 
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	Iteration 63Q: 3 clusters Score -5599298 nChanged 489
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	Iteration 64Q: 3 clusters Score -5599341 nChanged 528
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	Iteration 65Q: 3 clusters Score -5599400 nChanged 591
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Mstep: Class 1 contains 57333 members 
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	Iteration 67Q: 3 clusters Score -5599562 nChanged 742
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Mstep: Class 2 contains 31407 members 
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	Iteration 68Q: 3 clusters Score -5599682 nChanged 773
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Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 30636 members 
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	Iteration 69Q: 3 clusters Score -5599802 nChanged 796
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Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5599921 nChanged 874
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Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5600106 nChanged 952
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Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5600326 nChanged 1060
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Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5600582 nChanged 1086
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Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5600922 nChanged 1174
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	Iteration 75Q: 3 clusters Score -5601260 nChanged 1257
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Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5601766 nChanged 1310
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	Iteration 78Q: 3 clusters Score -5602712 nChanged 1345
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Mstep: Class 2 contains 19612 members 
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	Iteration 79Q: 3 clusters Score -5603199 nChanged 1317
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Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5603700 nChanged 1297
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Mstep: Class 2 contains 17124 members 
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	Iteration 81Q: 3 clusters Score -5604169 nChanged 1216
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Mstep: Class 2 contains 15968 members 
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	Iteration 82Q: 3 clusters Score -5604574 nChanged 1111
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Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 14895 members 
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Mstep: Class 2 contains 13903 members 
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	Iteration 84Q: 3 clusters Score -5605241 nChanged 867
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	Iteration 85Q: 3 clusters Score -5605510 nChanged 771
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Mstep: Class 2 contains 12313 members 
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	Iteration 86Q: 3 clusters Score -5605723 nChanged 743
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Mstep: Class 2 contains 11578 members 
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	Iteration 89Q: 3 clusters Score -5606138 nChanged 556
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	Iteration 90Q: 3 clusters Score -5606244 nChanged 501
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	Iteration 91Q: 3 clusters Score -5606308 nChanged 481
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	Iteration 93Q: 3 clusters Score -5606476 nChanged 439
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	Iteration 99Q: 3 clusters Score -5606600 nChanged 285
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	Iteration 100F: 3 clusters Score -5606598 nChanged 262
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	Iteration 102Q: 3 clusters Score -5606624 nChanged 246
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	Iteration 103Q: 3 clusters Score -5606638 nChanged 245
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	Iteration 105Q: 3 clusters Score -5606658 nChanged 186
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	Iteration 106Q: 3 clusters Score -5606660 nChanged 163
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	Iteration 108Q: 3 clusters Score -5606648 nChanged 169
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	Iteration 109Q: 3 clusters Score -5606654 nChanged 147
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	Iteration 111Q: 3 clusters Score -5606680 nChanged 137
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	Iteration 113Q: 3 clusters Score -5606691 nChanged 144
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	Iteration 114Q: 3 clusters Score -5606683 nChanged 134
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	Iteration 115Q: 3 clusters Score -5606682 nChanged 126
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	Iteration 116Q: 3 clusters Score -5606683 nChanged 129
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	Iteration 117Q: 3 clusters Score -5606685 nChanged 101
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	Iteration 118Q: 3 clusters Score -5606684 nChanged 110
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	Iteration 119Q: 3 clusters Score -5606672 nChanged 96
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	Iteration 120F: 3 clusters Score -5606680 nChanged 77
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	Iteration 121Q: 3 clusters Score -5606702 nChanged 54
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	Iteration 122Q: 3 clusters Score -5606688 nChanged 63
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	Iteration 123Q: 3 clusters Score -5606682 nChanged 60
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	Iteration 124Q: 3 clusters Score -5606674 nChanged 59
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	Iteration 125Q: 3 clusters Score -5606671 nChanged 49
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	Iteration 126Q: 3 clusters Score -5606656 nChanged 40
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	Iteration 127Q: 3 clusters Score -5606658 nChanged 50
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	Iteration 128Q: 3 clusters Score -5606666 nChanged 69
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	Iteration 129Q: 3 clusters Score -5606670 nChanged 47
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	Iteration 131Q: 3 clusters Score -5606676 nChanged 47
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	Iteration 132Q: 3 clusters Score -5606672 nChanged 49
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	Iteration 133Q: 3 clusters Score -5606698 nChanged 51
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	Iteration 134Q: 3 clusters Score -5606702 nChanged 52
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	Iteration 135Q: 3 clusters Score -5606696 nChanged 47
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	Iteration 136Q: 3 clusters Score -5606695 nChanged 51
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	Iteration 137Q: 3 clusters Score -5606684 nChanged 50
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	Iteration 138Q: 3 clusters Score -5606684 nChanged 44
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	Iteration 139Q: 3 clusters Score -5606682 nChanged 24
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	Iteration 140F: 3 clusters Score -5606691 nChanged 29
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	Iteration 141Q: 3 clusters Score -5606686 nChanged 24
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	Iteration 144Q: 3 clusters Score -5606676 nChanged 14
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	Iteration 145Q: 3 clusters Score -5606669 nChanged 11
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	Iteration 146Q: 3 clusters Score -5606668 nChanged 9
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	Iteration 147Q: 3 clusters Score -5606665 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5606664.000000 Penalty: 1038.259155
	Iteration 148Q: 3 clusters Score -5606664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5606662.000000 Penalty: 1038.259155
	Iteration 149Q: 3 clusters Score -5606662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5606661.500000 Penalty: 1038.259155
	Iteration 150Q: 3 clusters Score -5606662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5606661.000000 Penalty: 1038.259155
	Iteration 151Q: 3 clusters Score -5606661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5606652.000000 Penalty: 1038.259155
	Iteration 152Q: 3 clusters Score -5606652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5606656.000000 Penalty: 1038.259155
	Iteration 153Q: 3 clusters Score -5606656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5606661.000000 Penalty: 1038.259155
	Iteration 154Q: 3 clusters Score -5606661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5606661.000000 Penalty: 1038.259155
	Iteration 155Q: 3 clusters Score -5606661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5606657.500000 Penalty: 1038.259155
	Iteration 156Q: 3 clusters Score -5606658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5606658.000000 Penalty: 1038.259155
	Iteration 157Q: 3 clusters Score -5606658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5606658.000000 Penalty: 1038.259155
	Iteration 158F: 3 clusters Score -5606658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -10076.883789 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -10076.88 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 81 members 
Entering Unmasked Estep 
Score: -9830.861328 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -9830.861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9867.676758 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -9867.677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9873.336914 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -9873.337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9884.210938 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -9884.211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9887.094727 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -9887.095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9887.094727 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -9887.095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -26905.519531 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -26905.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26503.242188 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -26503.24 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26724.847656 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -26724.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26820.607422 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -26820.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26868.132812 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -26868.13 nChanged 10
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: -26881.861328 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -26881.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26892.103516 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -26892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26892.619141 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -26892.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26893.484375 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -26893.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26893.484375 Penalty: 553.273926
	Iteration 8F: 3 clusters Score -26893.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -15007.534180 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -15007.53 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 143 members 
Entering Unmasked Estep 
Score: -14677.960938 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14677.96 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14805.665039 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14805.67 nChanged 21
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: -14832.243164 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14832.24 nChanged 13
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: -14847.811523 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -14847.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14861.444336 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14861.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14877.158203 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14877.16 nChanged 7
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: -14884.721680 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14884.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14893.263672 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14893.26 nChanged 6
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: -14904.408203 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14904.41 nChanged 4
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: -14910.271484 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14910.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14916.837891 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -14916.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14921.912109 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -14921.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14929.395508 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -14929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14953.886719 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -14953.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14963.820312 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -14963.82 nChanged 2
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: -14967.477539 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -14967.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14972.738281 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -14972.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14975.555664 Penalty: 519.044189
	Iteration 17Q: 3 clusters Score -14975.56 nChanged 3
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: -14978.283203 Penalty: 519.044189
	Iteration 18Q: 3 clusters Score -14978.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14982.598633 Penalty: 519.044189
	Iteration 19Q: 3 clusters Score -14982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14986.477539 Penalty: 519.044189
	Iteration 20F: 3 clusters Score -14986.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15040.844727 Penalty: 519.044189
	Iteration 21Q: 3 clusters Score -15040.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15162.487305 Penalty: 519.044189
	Iteration 22Q: 3 clusters Score -15162.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15167.375977 Penalty: 519.044189
	Iteration 23Q: 3 clusters Score -15167.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15169.297852 Penalty: 519.044189
	Iteration 24Q: 3 clusters Score -15169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15181.001953 Penalty: 519.044189
	Iteration 25Q: 3 clusters Score -15181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15202.679688 Penalty: 519.044189
	Iteration 26Q: 3 clusters Score -15202.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15211.681641 Penalty: 519.044189
	Iteration 27Q: 3 clusters Score -15211.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15222.719727 Penalty: 519.044189
	Iteration 28Q: 3 clusters Score -15222.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15228.872070 Penalty: 519.044189
	Iteration 29Q: 3 clusters Score -15228.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15239.930664 Penalty: 519.044189
	Iteration 30Q: 3 clusters Score -15239.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15254.472656 Penalty: 519.044189
	Iteration 31Q: 3 clusters Score -15254.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15256.942383 Penalty: 519.044189
	Iteration 32Q: 3 clusters Score -15256.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15264.170898 Penalty: 519.044189
	Iteration 33Q: 3 clusters Score -15264.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15261.345703 Penalty: 519.044189
	Iteration 34Q: 3 clusters Score -15261.35 nChanged 3
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: -15262.766602 Penalty: 519.044189
	Iteration 35Q: 3 clusters Score -15262.77 nChanged 0
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: -15264.748047 Penalty: 519.044189
	Iteration 36F: 3 clusters Score -15264.75 nChanged 1
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: -15281.915039 Penalty: 519.044189
	Iteration 37Q: 3 clusters Score -15281.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15286.454102 Penalty: 519.044189
	Iteration 38Q: 3 clusters Score -15286.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15288.583984 Penalty: 519.044189
	Iteration 39Q: 3 clusters Score -15288.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15289.113281 Penalty: 519.044189
	Iteration 40F: 3 clusters Score -15289.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15296.025391 Penalty: 519.044189
	Iteration 41Q: 3 clusters Score -15296.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15300.715820 Penalty: 519.044189
	Iteration 42Q: 3 clusters Score -15300.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15300.715820 Penalty: 519.044189
	Iteration 43F: 3 clusters Score -15300.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 75 members 
Entering Unmasked Estep 
Score: -53266100.000000 Penalty: 39917.792969
Splitting cluster 21 changes total score from -53266332.000000 to -53266100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (46697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Entering Unmasked Estep 
Score: -2941702.750000 Penalty: 489.190308
	Iteration 0F: 2 clusters Score -2941703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2910354.250000 Penalty: 978.380615
	Iteration 0F: 3 clusters Score -2910354 nChanged 22661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2923613.000000 Penalty: 978.380615
	Iteration 1F: 3 clusters Score -2923613 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -2924073.250000 Penalty: 978.380615
	Iteration 2Q: 3 clusters Score -2924073 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -2924659.750000 Penalty: 978.380615
	Iteration 3Q: 3 clusters Score -2924660 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -2925659.750000 Penalty: 978.380615
	Iteration 4Q: 3 clusters Score -2925660 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -2927343.000000 Penalty: 978.380615
	Iteration 5F: 3 clusters Score -2927343 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -2930159.250000 Penalty: 978.380615
	Iteration 6F: 3 clusters Score -2930159 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -2933344.250000 Penalty: 978.380615
	Iteration 7F: 3 clusters Score -2933344 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -2935655.250000 Penalty: 978.380615
	Iteration 8F: 3 clusters Score -2935655 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -2936934.750000 Penalty: 978.380615
	Iteration 9Q: 3 clusters Score -2936935 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -2937681.750000 Penalty: 978.380615
	Iteration 10Q: 3 clusters Score -2937682 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -2938182.500000 Penalty: 978.380615
	Iteration 11Q: 3 clusters Score -2938182 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -2938631.500000 Penalty: 978.380615
	Iteration 12Q: 3 clusters Score -2938632 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -2939008.750000 Penalty: 978.380615
	Iteration 13Q: 3 clusters Score -2939009 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -2939360.000000 Penalty: 978.380615
	Iteration 14Q: 3 clusters Score -2939360 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -2939696.750000 Penalty: 978.380615
	Iteration 15Q: 3 clusters Score -2939697 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -2939998.250000 Penalty: 978.380615
	Iteration 16Q: 3 clusters Score -2939998 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -2940246.250000 Penalty: 978.380615
	Iteration 17Q: 3 clusters Score -2940246 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -2940478.500000 Penalty: 978.380615
	Iteration 18Q: 3 clusters Score -2940478 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -2940656.750000 Penalty: 978.380615
	Iteration 19Q: 3 clusters Score -2940657 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -2940802.500000 Penalty: 978.380615
	Iteration 20F: 3 clusters Score -2940802 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -2940919.250000 Penalty: 978.380615
	Iteration 21Q: 3 clusters Score -2940919 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -2940982.500000 Penalty: 978.380615
	Iteration 22Q: 3 clusters Score -2940982 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -2941038.250000 Penalty: 978.380615
	Iteration 23Q: 3 clusters Score -2941038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -2941095.000000 Penalty: 978.380615
	Iteration 24Q: 3 clusters Score -2941095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -2941129.000000 Penalty: 978.380615
	Iteration 25Q: 3 clusters Score -2941129 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -2941173.000000 Penalty: 978.380615
	Iteration 26Q: 3 clusters Score -2941173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -2941191.250000 Penalty: 978.380615
	Iteration 27Q: 3 clusters Score -2941191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -2941212.250000 Penalty: 978.380615
	Iteration 28Q: 3 clusters Score -2941212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -2941233.500000 Penalty: 978.380615
	Iteration 29Q: 3 clusters Score -2941234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -2941248.000000 Penalty: 978.380615
	Iteration 30Q: 3 clusters Score -2941248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -2941256.750000 Penalty: 978.380615
	Iteration 31Q: 3 clusters Score -2941257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -2941261.500000 Penalty: 978.380615
	Iteration 32Q: 3 clusters Score -2941262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -2941266.750000 Penalty: 978.380615
	Iteration 33Q: 3 clusters Score -2941267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -2941270.000000 Penalty: 978.380615
	Iteration 34Q: 3 clusters Score -2941270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -2941277.250000 Penalty: 978.380615
	Iteration 35Q: 3 clusters Score -2941277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -2941284.500000 Penalty: 978.380615
	Iteration 36Q: 3 clusters Score -2941284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -2941282.250000 Penalty: 978.380615
	Iteration 37Q: 3 clusters Score -2941282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -2941282.000000 Penalty: 978.380615
	Iteration 38Q: 3 clusters Score -2941282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -2941283.000000 Penalty: 978.380615
	Iteration 39Q: 3 clusters Score -2941283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -2941285.250000 Penalty: 978.380615
	Iteration 40F: 3 clusters Score -2941285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -2941288.750000 Penalty: 978.380615
	Iteration 41Q: 3 clusters Score -2941289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -2941288.000000 Penalty: 978.380615
	Iteration 42Q: 3 clusters Score -2941288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -2941290.000000 Penalty: 978.380615
	Iteration 43Q: 3 clusters Score -2941290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -2941290.000000 Penalty: 978.380615
	Iteration 44Q: 3 clusters Score -2941290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -2941292.500000 Penalty: 978.380615
	Iteration 45Q: 3 clusters Score -2941292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -2941293.250000 Penalty: 978.380615
	Iteration 46Q: 3 clusters Score -2941293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -2941295.250000 Penalty: 978.380615
	Iteration 47Q: 3 clusters Score -2941295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -2941296.750000 Penalty: 978.380615
	Iteration 48Q: 3 clusters Score -2941297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -2941295.250000 Penalty: 978.380615
	Iteration 49Q: 3 clusters Score -2941295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -2941295.250000 Penalty: 978.380615
	Iteration 50F: 3 clusters Score -2941295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (108131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Entering Unmasked Estep 
Score: -6766510.500000 Penalty: 527.395020
	Iteration 0F: 2 clusters Score -6766510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -6696138.000000 Penalty: 1054.790039
	Iteration 0F: 3 clusters Score -6696138 nChanged 52730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -6729710.000000 Penalty: 1054.790039
	Iteration 1F: 3 clusters Score -6729710 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -6733299.000000 Penalty: 1054.790039
	Iteration 2F: 3 clusters Score -6733299 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -6739436.500000 Penalty: 1054.790039
	Iteration 3F: 3 clusters Score -6739436 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -6747871.000000 Penalty: 1054.790039
	Iteration 4F: 3 clusters Score -6747871 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -6756121.000000 Penalty: 1054.790039
	Iteration 5F: 3 clusters Score -6756121 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -6761400.500000 Penalty: 1054.790039
	Iteration 6F: 3 clusters Score -6761400 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -6763895.500000 Penalty: 1054.790039
	Iteration 7Q: 3 clusters Score -6763896 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
Score: -6764885.500000 Penalty: 1054.790039
	Iteration 8Q: 3 clusters Score -6764886 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -6765403.000000 Penalty: 1054.790039
	Iteration 9Q: 3 clusters Score -6765403 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -6765631.500000 Penalty: 1054.790039
	Iteration 10Q: 3 clusters Score -6765632 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 107663 members 
Entering Unmasked Estep 
Score: -6765810.500000 Penalty: 1054.790039
	Iteration 11Q: 3 clusters Score -6765810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -6765898.500000 Penalty: 1054.790039
	Iteration 12Q: 3 clusters Score -6765898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -6765941.500000 Penalty: 1054.790039
	Iteration 13Q: 3 clusters Score -6765942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -6765970.500000 Penalty: 1054.790039
	Iteration 14Q: 3 clusters Score -6765970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -6766005.000000 Penalty: 1054.790039
	Iteration 15Q: 3 clusters Score -6766005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -6766013.000000 Penalty: 1054.790039
	Iteration 16Q: 3 clusters Score -6766013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -6766020.500000 Penalty: 1054.790039
	Iteration 17Q: 3 clusters Score -6766020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -6766027.500000 Penalty: 1054.790039
	Iteration 18Q: 3 clusters Score -6766028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -6766035.500000 Penalty: 1054.790039
	Iteration 19Q: 3 clusters Score -6766036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107910 members 
Entering Unmasked Estep 
Score: -6766042.500000 Penalty: 1054.790039
	Iteration 20F: 3 clusters Score -6766042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -6766050.500000 Penalty: 1054.790039
	Iteration 21Q: 3 clusters Score -6766050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -6766058.500000 Penalty: 1054.790039
	Iteration 22Q: 3 clusters Score -6766058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 107923 members 
Entering Unmasked Estep 
Score: -6766069.500000 Penalty: 1054.790039
	Iteration 23Q: 3 clusters Score -6766070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -6766074.500000 Penalty: 1054.790039
	Iteration 24Q: 3 clusters Score -6766074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -6766077.000000 Penalty: 1054.790039
	Iteration 25Q: 3 clusters Score -6766077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -6766080.000000 Penalty: 1054.790039
	Iteration 26Q: 3 clusters Score -6766080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -6766082.000000 Penalty: 1054.790039
	Iteration 27Q: 3 clusters Score -6766082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -6766078.000000 Penalty: 1054.790039
	Iteration 28Q: 3 clusters Score -6766078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -6766076.000000 Penalty: 1054.790039
	Iteration 29Q: 3 clusters Score -6766076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -6766076.000000 Penalty: 1054.790039
	Iteration 30F: 3 clusters Score -6766076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34469.246094 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -34469.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33953.839844 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -33953.84 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34071.750000 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -34071.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34097.296875 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -34097.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34113.757812 Penalty: 570.659973
	Iteration 3Q: 3 clusters Score -34113.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34127.687500 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -34127.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34138.929688 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -34138.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34152.144531 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -34152.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34165.820312 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -34165.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34179.457031 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -34179.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34183.593750 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -34183.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34186.828125 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -34186.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34189.117188 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -34189.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34190.750000 Penalty: 570.659973
	Iteration 12Q: 3 clusters Score -34190.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34193.199219 Penalty: 570.659973
	Iteration 13Q: 3 clusters Score -34193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34193.199219 Penalty: 570.659973
	Iteration 14F: 3 clusters Score -34193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8661.921875 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8661.922 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 83 members 
Entering Unmasked Estep 
Score: -8415.129883 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -8415.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8506.875977 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8506.876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8550.396484 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8550.396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8576.709961 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -8576.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8596.899414 Penalty: 471.029633
	Iteration 4F: 3 clusters Score -8596.899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8605.046875 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8605.047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8607.028320 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -8607.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8610.765625 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -8610.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8611.511719 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -8611.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8611.949219 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -8611.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8613.051758 Penalty: 471.029633
	Iteration 10Q: 3 clusters Score -8613.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8614.010742 Penalty: 471.029633
	Iteration 11Q: 3 clusters Score -8614.011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8615.076172 Penalty: 471.029633
	Iteration 12Q: 3 clusters Score -8615.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8615.412109 Penalty: 471.029633
	Iteration 13Q: 3 clusters Score -8615.412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8615.412109 Penalty: 471.029633
	Iteration 14F: 3 clusters Score -8615.412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -7667.136230 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -7667.136 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 81 members 
Entering Unmasked Estep 
Score: -7427.433594 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -7427.434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7496.661621 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -7496.662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7511.969727 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -7511.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7514.627930 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -7514.628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7514.627930 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -7514.628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Entering Unmasked Estep 
Score: -224107.312500 Penalty: 372.837433
	Iteration 0F: 2 clusters Score -224107.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -221593.828125 Penalty: 745.674866
	Iteration 0F: 3 clusters Score -221593.8 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -222455.843750 Penalty: 745.674866
	Iteration 1F: 3 clusters Score -222455.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -222572.750000 Penalty: 745.674866
	Iteration 2F: 3 clusters Score -222572.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -222715.984375 Penalty: 745.674866
	Iteration 3F: 3 clusters Score -222716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -222859.125000 Penalty: 745.674866
	Iteration 4F: 3 clusters Score -222859.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -223028.281250 Penalty: 745.674866
	Iteration 5F: 3 clusters Score -223028.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -223225.296875 Penalty: 745.674866
	Iteration 6F: 3 clusters Score -223225.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -223439.656250 Penalty: 745.674866
	Iteration 7F: 3 clusters Score -223439.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -223608.312500 Penalty: 745.674866
	Iteration 8F: 3 clusters Score -223608.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -223695.984375 Penalty: 745.674866
	Iteration 9Q: 3 clusters Score -223696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -223760.484375 Penalty: 745.674866
	Iteration 10Q: 3 clusters Score -223760.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -223809.875000 Penalty: 745.674866
	Iteration 11Q: 3 clusters Score -223809.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -223827.921875 Penalty: 745.674866
	Iteration 12Q: 3 clusters Score -223827.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -223833.312500 Penalty: 745.674866
	Iteration 13Q: 3 clusters Score -223833.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -223836.265625 Penalty: 745.674866
	Iteration 14Q: 3 clusters Score -223836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -223837.015625 Penalty: 745.674866
	Iteration 15Q: 3 clusters Score -223837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -223838.265625 Penalty: 745.674866
	Iteration 16Q: 3 clusters Score -223838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -223838.703125 Penalty: 745.674866
	Iteration 17Q: 3 clusters Score -223838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -223839.046875 Penalty: 745.674866
	Iteration 18Q: 3 clusters Score -223839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -223839.359375 Penalty: 745.674866
	Iteration 19Q: 3 clusters Score -223839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -223840.109375 Penalty: 745.674866
	Iteration 20F: 3 clusters Score -223840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -223840.187500 Penalty: 745.674866
	Iteration 21Q: 3 clusters Score -223840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -223841.250000 Penalty: 745.674866
	Iteration 22Q: 3 clusters Score -223841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -223841.218750 Penalty: 745.674866
	Iteration 23Q: 3 clusters Score -223841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223841.125000 Penalty: 745.674866
	Iteration 24Q: 3 clusters Score -223841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223841.765625 Penalty: 745.674866
	Iteration 25Q: 3 clusters Score -223841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223841.750000 Penalty: 745.674866
	Iteration 26Q: 3 clusters Score -223841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223842.328125 Penalty: 745.674866
	Iteration 27Q: 3 clusters Score -223842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223842.421875 Penalty: 745.674866
	Iteration 28Q: 3 clusters Score -223842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -223842.687500 Penalty: 745.674866
	Iteration 29Q: 3 clusters Score -223842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -223842.718750 Penalty: 745.674866
	Iteration 30Q: 3 clusters Score -223842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -223843.453125 Penalty: 745.674866
	Iteration 31Q: 3 clusters Score -223843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -223844.984375 Penalty: 745.674866
	Iteration 32Q: 3 clusters Score -223845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -223846.265625 Penalty: 745.674866
	Iteration 33Q: 3 clusters Score -223846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -223846.671875 Penalty: 745.674866
	Iteration 34Q: 3 clusters Score -223846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -223847.281250 Penalty: 745.674866
	Iteration 35Q: 3 clusters Score -223847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -223847.625000 Penalty: 745.674866
	Iteration 36Q: 3 clusters Score -223847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -223847.562500 Penalty: 745.674866
	Iteration 37Q: 3 clusters Score -223847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -223847.953125 Penalty: 745.674866
	Iteration 38Q: 3 clusters Score -223848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -223848.078125 Penalty: 745.674866
	Iteration 39Q: 3 clusters Score -223848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -223848.015625 Penalty: 745.674866
	Iteration 40F: 3 clusters Score -223848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -223848.093750 Penalty: 745.674866
	Iteration 41Q: 3 clusters Score -223848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -223848.093750 Penalty: 745.674866
	Iteration 42F: 3 clusters Score -223848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (112134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112134 members 
Entering Unmasked Estep 
Score: -6866357.000000 Penalty: 529.048950
	Iteration 0F: 2 clusters Score -6866357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -6791745.000000 Penalty: 1058.097900
	Iteration 0F: 3 clusters Score -6791745 nChanged 55058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -6824953.500000 Penalty: 1058.097900
	Iteration 1F: 3 clusters Score -6824954 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6826472.500000 Penalty: 1058.097900
	Iteration 2Q: 3 clusters Score -6826472 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6828955.000000 Penalty: 1058.097900
	Iteration 3Q: 3 clusters Score -6828955 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6833510.500000 Penalty: 1058.097900
	Iteration 4F: 3 clusters Score -6833510 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -6841196.000000 Penalty: 1058.097900
	Iteration 5F: 3 clusters Score -6841196 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -6850673.500000 Penalty: 1058.097900
	Iteration 6F: 3 clusters Score -6850674 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -6857489.000000 Penalty: 1058.097900
	Iteration 7F: 3 clusters Score -6857489 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6860455.500000 Penalty: 1058.097900
	Iteration 8Q: 3 clusters Score -6860456 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -6861885.000000 Penalty: 1058.097900
	Iteration 9Q: 3 clusters Score -6861885 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -6862777.500000 Penalty: 1058.097900
	Iteration 10Q: 3 clusters Score -6862778 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -6863294.000000 Penalty: 1058.097900
	Iteration 11Q: 3 clusters Score -6863294 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -6863699.000000 Penalty: 1058.097900
	Iteration 12Q: 3 clusters Score -6863699 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -6863980.000000 Penalty: 1058.097900
	Iteration 13Q: 3 clusters Score -6863980 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6864155.500000 Penalty: 1058.097900
	Iteration 14Q: 3 clusters Score -6864156 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6864298.500000 Penalty: 1058.097900
	Iteration 15Q: 3 clusters Score -6864298 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -6864425.000000 Penalty: 1058.097900
	Iteration 16Q: 3 clusters Score -6864425 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6864540.000000 Penalty: 1058.097900
	Iteration 17Q: 3 clusters Score -6864540 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -6864628.000000 Penalty: 1058.097900
	Iteration 18Q: 3 clusters Score -6864628 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6864674.500000 Penalty: 1058.097900
	Iteration 19Q: 3 clusters Score -6864674 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -6864740.500000 Penalty: 1058.097900
	Iteration 20F: 3 clusters Score -6864740 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -6864785.000000 Penalty: 1058.097900
	Iteration 21Q: 3 clusters Score -6864785 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -6864849.000000 Penalty: 1058.097900
	Iteration 22Q: 3 clusters Score -6864849 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -6864925.000000 Penalty: 1058.097900
	Iteration 23Q: 3 clusters Score -6864925 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -6865021.000000 Penalty: 1058.097900
	Iteration 24Q: 3 clusters Score -6865021 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -6865075.000000 Penalty: 1058.097900
	Iteration 25Q: 3 clusters Score -6865075 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -6865152.000000 Penalty: 1058.097900
	Iteration 26Q: 3 clusters Score -6865152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -6865215.500000 Penalty: 1058.097900
	Iteration 27Q: 3 clusters Score -6865216 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -6865319.000000 Penalty: 1058.097900
	Iteration 28Q: 3 clusters Score -6865319 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -6865398.500000 Penalty: 1058.097900
	Iteration 29Q: 3 clusters Score -6865398 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6865564 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6865571 nChanged 480
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Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6865638 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6865692 nChanged 438
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Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6865770 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6865841 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6865874 nChanged 404
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Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6865908 nChanged 417
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Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6865948 nChanged 397
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Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6866016 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6866036 nChanged 283
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Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6866068 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6866116 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6866145 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6866165 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6866176 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6866156 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6866166 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105512 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6866169 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6866160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6866161 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6866182 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6866204 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6866216 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6866215 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6866222 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6866224 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6866234 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6866225 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6866238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6866234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6866228 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6866204 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6866208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -6866202.000000 Penalty: 1058.097900
	Iteration 69Q: 3 clusters Score -6866202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107796 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6866193.000000 Penalty: 1058.097900
	Iteration 70Q: 3 clusters Score -6866193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6866176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6866187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6866186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6866174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6866174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6866178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6866173 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6866169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6866158.000000 Penalty: 1058.097900
	Iteration 79Q: 3 clusters Score -6866158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6866154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6866144 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6866133.000000 Penalty: 1058.097900
	Iteration 82Q: 3 clusters Score -6866133 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6866135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6866127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6866128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6866120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6866114 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6866131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6866124 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6866120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6866120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6866110 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6866110 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6866114 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6866116 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108674 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6866116 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6866120 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6866119 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6866109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6866110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6866124 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6866126 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6866127 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6866130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6866128 nChanged 18
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Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6866128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6866123 nChanged 26
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Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6866124 nChanged 25
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Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6866110 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6866102 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6866094 nChanged 28
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Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6866093 nChanged 32
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Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6866084 nChanged 33
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Mstep: Class 1 contains 109102 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6866083 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6866070 nChanged 41
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Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6866080 nChanged 43
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Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6866070 nChanged 47
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Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6866069 nChanged 47
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Mstep: Class 1 contains 109319 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6866071.500000 Penalty: 1058.097900
	Iteration 119Q: 3 clusters Score -6866072 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6866078.500000 Penalty: 1058.097900
	Iteration 120F: 3 clusters Score -6866078 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6866070 nChanged 38
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Mstep: Class 1 contains 109433 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6866079 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6866068 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6866078 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6866083 nChanged 37
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Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6866076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6866090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6866085 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6866076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6866086 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6866092 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6866089 nChanged 20
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Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6866087 nChanged 19
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Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6866094 nChanged 21
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Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6866094 nChanged 20
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Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6866092 nChanged 21
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Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6866098 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6866101 nChanged 25
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Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6866104 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6866098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6866093 nChanged 20
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Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6866085 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6866086 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6866090 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6866096 nChanged 15
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Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6866106 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6866102 nChanged 7
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Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6866113 nChanged 8
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Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6866119 nChanged 7
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Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6866121 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6866126 nChanged 14
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Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6866115 nChanged 8
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Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6866115 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6866107 nChanged 8
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Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6866104 nChanged 10
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Mstep: Class 1 contains 110182 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6866110 nChanged 12
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Mstep: Class 1 contains 110194 members 
Mstep: Class 2 contains 1940 members 
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	Iteration 157Q: 3 clusters Score -6866114 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110210 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6866104 nChanged 13
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Mstep: Class 1 contains 110221 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6866098 nChanged 8
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Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6866090 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6866093 nChanged 11
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Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6866088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 1872 members 
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	Iteration 163Q: 3 clusters Score -6866082 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 1861 members 
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	Iteration 164Q: 3 clusters Score -6866092 nChanged 7
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Mstep: Class 1 contains 110280 members 
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	Iteration 165Q: 3 clusters Score -6866086 nChanged 10
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Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 1844 members 
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	Iteration 166Q: 3 clusters Score -6866086 nChanged 5
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Mstep: Class 1 contains 110295 members 
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	Iteration 167Q: 3 clusters Score -6866088 nChanged 2
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Mstep: Class 1 contains 110297 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6866088 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110301 members 
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	Iteration 169Q: 3 clusters Score -6866087 nChanged 5
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Mstep: Class 1 contains 110306 members 
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	Iteration 170Q: 3 clusters Score -6866088 nChanged 10
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Mstep: Class 1 contains 110316 members 
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	Iteration 171Q: 3 clusters Score -6866082 nChanged 8
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Mstep: Class 1 contains 110324 members 
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	Iteration 172Q: 3 clusters Score -6866091 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
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	Iteration 173Q: 3 clusters Score -6866099 nChanged 10
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	Iteration 174Q: 3 clusters Score -6866092 nChanged 7
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Mstep: Class 1 contains 110347 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6866086 nChanged 4
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Mstep: Class 1 contains 110351 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6866082 nChanged 8
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Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6866084 nChanged 9
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Mstep: Class 1 contains 110368 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6866084 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110380 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6866080 nChanged 11
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Mstep: Class 1 contains 110391 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6866085 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110403 members 
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	Iteration 181Q: 3 clusters Score -6866084 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6866090 nChanged 11
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Mstep: Class 1 contains 110426 members 
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	Iteration 183Q: 3 clusters Score -6866086 nChanged 9
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Mstep: Class 1 contains 110435 members 
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	Iteration 184Q: 3 clusters Score -6866084 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110443 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6866078 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110449 members 
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	Iteration 186Q: 3 clusters Score -6866080 nChanged 4
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Mstep: Class 1 contains 110453 members 
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	Iteration 187Q: 3 clusters Score -6866080 nChanged 5
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Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6866074 nChanged 2
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Mstep: Class 1 contains 110460 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6866076 nChanged 1
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	Iteration 190Q: 3 clusters Score -6866078 nChanged 2
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Mstep: Class 1 contains 110463 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6866080 nChanged 2
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Mstep: Class 1 contains 110465 members 
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	Iteration 192Q: 3 clusters Score -6866083 nChanged 8
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Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 1661 members 
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	Iteration 193Q: 3 clusters Score -6866085 nChanged 6
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Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 1655 members 
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	Iteration 194Q: 3 clusters Score -6866085 nChanged 7
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Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6866084 nChanged 6
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Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6866084 nChanged 7
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Mstep: Class 1 contains 110499 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6866082 nChanged 11
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Mstep: Class 1 contains 110510 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6866086 nChanged 13
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Mstep: Class 1 contains 110523 members 
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	Iteration 199Q: 3 clusters Score -6866090 nChanged 10
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Mstep: Class 1 contains 110533 members 
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	Iteration 200F: 3 clusters Score -6866092 nChanged 11
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	Iteration 201Q: 3 clusters Score -6866085 nChanged 11
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	Iteration 202Q: 3 clusters Score -6866081 nChanged 9
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Mstep: Class 1 contains 110562 members 
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	Iteration 203Q: 3 clusters Score -6866080 nChanged 10
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Mstep: Class 1 contains 110570 members 
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	Iteration 204Q: 3 clusters Score -6866078 nChanged 12
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Mstep: Class 1 contains 110582 members 
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	Iteration 205Q: 3 clusters Score -6866088 nChanged 7
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Mstep: Class 1 contains 110587 members 
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	Iteration 206Q: 3 clusters Score -6866090 nChanged 7
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Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 1540 members 
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	Iteration 207Q: 3 clusters Score -6866095 nChanged 5
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Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 1537 members 
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	Iteration 208Q: 3 clusters Score -6866096 nChanged 6
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	Iteration 209Q: 3 clusters Score -6866088 nChanged 5
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	Iteration 210Q: 3 clusters Score -6866090 nChanged 4
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Mstep: Class 1 contains 110612 members 
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	Iteration 211Q: 3 clusters Score -6866086 nChanged 8
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	Iteration 212Q: 3 clusters Score -6866089 nChanged 5
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	Iteration 213Q: 3 clusters Score -6866083 nChanged 4
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	Iteration 214Q: 3 clusters Score -6866084 nChanged 2
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	Iteration 215Q: 3 clusters Score -6866086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6866083.500000 Penalty: 1058.097900
	Iteration 216Q: 3 clusters Score -6866084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6866090.000000 Penalty: 1058.097900
	Iteration 217Q: 3 clusters Score -6866090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6866090.000000 Penalty: 1058.097900
	Iteration 218F: 3 clusters Score -6866090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -131882.671875 Penalty: 347.208069
	Iteration 0F: 2 clusters Score -131882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -130431.429688 Penalty: 694.416138
	Iteration 0F: 3 clusters Score -130431.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -130938.804688 Penalty: 694.416138
	Iteration 1F: 3 clusters Score -130938.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -131065.468750 Penalty: 694.416138
	Iteration 2F: 3 clusters Score -131065.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -131214.515625 Penalty: 694.416138
	Iteration 3F: 3 clusters Score -131214.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -131349.625000 Penalty: 694.416138
	Iteration 4F: 3 clusters Score -131349.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -131444.781250 Penalty: 694.416138
	Iteration 5F: 3 clusters Score -131444.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -131514.171875 Penalty: 694.416138
	Iteration 6Q: 3 clusters Score -131514.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -131569.031250 Penalty: 694.416138
	Iteration 7Q: 3 clusters Score -131569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -131613.781250 Penalty: 694.416138
	Iteration 8Q: 3 clusters Score -131613.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -131654.062500 Penalty: 694.416138
	Iteration 9Q: 3 clusters Score -131654.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -131683.187500 Penalty: 694.416138
	Iteration 10Q: 3 clusters Score -131683.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -131699.234375 Penalty: 694.416138
	Iteration 11Q: 3 clusters Score -131699.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -131708.828125 Penalty: 694.416138
	Iteration 12Q: 3 clusters Score -131708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -131717.640625 Penalty: 694.416138
	Iteration 13Q: 3 clusters Score -131717.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -131723.765625 Penalty: 694.416138
	Iteration 14Q: 3 clusters Score -131723.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -131729.671875 Penalty: 694.416138
	Iteration 15Q: 3 clusters Score -131729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -131732.062500 Penalty: 694.416138
	Iteration 16Q: 3 clusters Score -131732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -131733.656250 Penalty: 694.416138
	Iteration 17Q: 3 clusters Score -131733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -131734.250000 Penalty: 694.416138
	Iteration 18Q: 3 clusters Score -131734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -131734.156250 Penalty: 694.416138
	Iteration 19Q: 3 clusters Score -131734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -131734.484375 Penalty: 694.416138
	Iteration 20F: 3 clusters Score -131734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -131734.718750 Penalty: 694.416138
	Iteration 21Q: 3 clusters Score -131734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -131734.687500 Penalty: 694.416138
	Iteration 22Q: 3 clusters Score -131734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -131734.687500 Penalty: 694.416138
	Iteration 23F: 3 clusters Score -131734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -31598.904297 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -31598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31155.273438 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -31155.27 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31406.371094 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -31406.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31469.365234 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -31469.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31497.843750 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -31497.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31506.189453 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -31506.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31521.042969 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -31521.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31530.375000 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -31530.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31535.230469 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -31535.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31538.017578 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -31538.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31540.082031 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -31540.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31548.402344 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -31548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31561.599609 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -31561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31566.212891 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -31566.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31573.251953 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -31573.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31579.111328 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -31579.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31581.787109 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -31581.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31583.759766 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -31583.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31585.214844 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -31585.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31586.345703 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -31586.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31586.345703 Penalty: 569.621948
	Iteration 19F: 3 clusters Score -31586.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -305102.437500 Penalty: 387.722992
	Iteration 0F: 2 clusters Score -305102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -301742.187500 Penalty: 775.445984
	Iteration 0F: 3 clusters Score -301742.2 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -302971.906250 Penalty: 775.445984
	Iteration 1F: 3 clusters Score -302971.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -303113.250000 Penalty: 775.445984
	Iteration 2F: 3 clusters Score -303113.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -303292.250000 Penalty: 775.445984
	Iteration 3F: 3 clusters Score -303292.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -303526.437500 Penalty: 775.445984
	Iteration 4F: 3 clusters Score -303526.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -303822.156250 Penalty: 775.445984
	Iteration 5F: 3 clusters Score -303822.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -304147.812500 Penalty: 775.445984
	Iteration 6F: 3 clusters Score -304147.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -304451.250000 Penalty: 775.445984
	Iteration 7F: 3 clusters Score -304451.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -304610.343750 Penalty: 775.445984
	Iteration 8Q: 3 clusters Score -304610.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -304684.937500 Penalty: 775.445984
	Iteration 9Q: 3 clusters Score -304684.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -304719.250000 Penalty: 775.445984
	Iteration 10Q: 3 clusters Score -304719.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -304741.562500 Penalty: 775.445984
	Iteration 11Q: 3 clusters Score -304741.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -304752.843750 Penalty: 775.445984
	Iteration 12Q: 3 clusters Score -304752.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304760.062500 Penalty: 775.445984
	Iteration 13Q: 3 clusters Score -304760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -304762.406250 Penalty: 775.445984
	Iteration 14Q: 3 clusters Score -304762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -304763.156250 Penalty: 775.445984
	Iteration 15Q: 3 clusters Score -304763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -304765.281250 Penalty: 775.445984
	Iteration 16Q: 3 clusters Score -304765.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -304769.343750 Penalty: 775.445984
	Iteration 17Q: 3 clusters Score -304769.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -304772.156250 Penalty: 775.445984
	Iteration 18Q: 3 clusters Score -304772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -304773.468750 Penalty: 775.445984
	Iteration 19Q: 3 clusters Score -304773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -304774.906250 Penalty: 775.445984
	Iteration 20F: 3 clusters Score -304774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -304774.218750 Penalty: 775.445984
	Iteration 21Q: 3 clusters Score -304774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304774.218750 Penalty: 775.445984
	Iteration 22Q: 3 clusters Score -304774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304774.218750 Penalty: 775.445984
	Iteration 23F: 3 clusters Score -304774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -17686.191406 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -17686.19 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 140 members 
Entering Unmasked Estep 
Score: -17335.470703 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -17335.47 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17436.294922 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -17436.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17482.761719 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -17482.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17506.224609 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -17506.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17518.037109 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -17518.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17519.033203 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -17519.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17522.501953 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -17522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17525.376953 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -17525.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17526.544922 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -17526.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17528.404297 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -17528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17529.281250 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -17529.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17530.546875 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -17530.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17531.830078 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -17531.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17531.830078 Penalty: 515.959167
	Iteration 13F: 3 clusters Score -17531.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 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 306 members 
Entering Unmasked Estep 
Score: -38942.828125 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38942.83 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39105.636719 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39105.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39155.199219 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39182.238281 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -39182.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39193.890625 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39193.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39202.250000 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39202.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39209.777344 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39209.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39216.214844 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39216.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39219.574219 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39219.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39225.500000 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39232.246094 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39232.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39233.121094 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39233.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39233.539062 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39233.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39234.421875 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -39234.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39234.667969 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -39234.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39234.769531 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -39234.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39235.800781 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -39235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39236.101562 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -39236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39236.101562 Penalty: 581.816772
	Iteration 18F: 3 clusters Score -39236.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -10913.517578 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -10913.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10734.093750 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -10734.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10898.893555 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -10898.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10948.851562 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -10948.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10968.566406 Penalty: 478.904785
	Iteration 3Q: 3 clusters Score -10968.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10977.575195 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -10977.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10978.640625 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -10978.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10981.650391 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -10981.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10984.227539 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -10984.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10988.616211 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -10988.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10989.655273 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -10989.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10991.508789 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -10991.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10992.051758 Penalty: 478.904785
	Iteration 11Q: 3 clusters Score -10992.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10992.051758 Penalty: 478.904785
	Iteration 12F: 3 clusters Score -10992.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 147 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 46 members 
Entering Unmasked Estep 
Score: -53265844.000000 Penalty: 39917.792969
Splitting cluster 34 changes total score from -53266332.000000 to -53265844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -39188.574219 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -39188.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38606.062500 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -38606.06 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38824.015625 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -38824.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38898.777344 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -38898.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38930.570312 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -38930.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38963.976562 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -38963.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38993.355469 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -38993.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39016.863281 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -39016.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39027.785156 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -39027.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39039.699219 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -39039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39050.324219 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -39050.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39056.566406 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -39056.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39059.812500 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -39059.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39061.242188 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -39061.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39061.242188 Penalty: 586.560486
	Iteration 13F: 3 clusters Score -39061.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -5423.528320 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -5423.528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5144.990723 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -5144.991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5219.818359 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -5219.818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5242.201172 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -5242.201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5254.111816 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -5254.112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5256.948242 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -5256.948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5258.336426 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -5258.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5259.284180 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -5259.284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5259.284180 Penalty: 488.303802
	Iteration 7F: 3 clusters Score -5259.284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -38928.503906 Penalty: 293.711548
	Iteration 0F: 2 clusters Score -38928.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38375.128906 Penalty: 587.423096
	Iteration 0F: 3 clusters Score -38375.13 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38631.808594 Penalty: 587.423096
	Iteration 1F: 3 clusters Score -38631.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38725.019531 Penalty: 587.423096
	Iteration 2F: 3 clusters Score -38725.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38787.410156 Penalty: 587.423096
	Iteration 3F: 3 clusters Score -38787.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38810.968750 Penalty: 587.423096
	Iteration 4Q: 3 clusters Score -38810.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38816.816406 Penalty: 587.423096
	Iteration 5Q: 3 clusters Score -38816.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -38823.125000 Penalty: 587.423096
	Iteration 6Q: 3 clusters Score -38823.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38826.941406 Penalty: 587.423096
	Iteration 7Q: 3 clusters Score -38826.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38835.957031 Penalty: 587.423096
	Iteration 8Q: 3 clusters Score -38835.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38843.199219 Penalty: 587.423096
	Iteration 9Q: 3 clusters Score -38843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38858.554688 Penalty: 587.423096
	Iteration 10Q: 3 clusters Score -38858.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -38892.535156 Penalty: 587.423096
	Iteration 11Q: 3 clusters Score -38892.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -38901.625000 Penalty: 587.423096
	Iteration 12Q: 3 clusters Score -38901.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -38906.382812 Penalty: 587.423096
	Iteration 13Q: 3 clusters Score -38906.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -38909.718750 Penalty: 587.423096
	Iteration 14Q: 3 clusters Score -38909.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38912.429688 Penalty: 587.423096
	Iteration 15Q: 3 clusters Score -38912.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38912.925781 Penalty: 587.423096
	Iteration 16Q: 3 clusters Score -38912.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -38913.425781 Penalty: 587.423096
	Iteration 17Q: 3 clusters Score -38913.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38915.820312 Penalty: 587.423096
	Iteration 18Q: 3 clusters Score -38915.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -38919.207031 Penalty: 587.423096
	Iteration 19Q: 3 clusters Score -38919.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38922.769531 Penalty: 587.423096
	Iteration 20F: 3 clusters Score -38922.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -38923.878906 Penalty: 587.423096
	Iteration 21Q: 3 clusters Score -38923.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -38927.648438 Penalty: 587.423096
	Iteration 22Q: 3 clusters Score -38927.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -38937.796875 Penalty: 587.423096
	Iteration 23Q: 3 clusters Score -38937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38955.343750 Penalty: 587.423096
	Iteration 24Q: 3 clusters Score -38955.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -38964.097656 Penalty: 587.423096
	Iteration 25Q: 3 clusters Score -38964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -38965.093750 Penalty: 587.423096
	Iteration 26Q: 3 clusters Score -38965.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38966.957031 Penalty: 587.423096
	Iteration 27Q: 3 clusters Score -38966.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38969.246094 Penalty: 587.423096
	Iteration 28Q: 3 clusters Score -38969.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38973.207031 Penalty: 587.423096
	Iteration 29Q: 3 clusters Score -38973.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -38982.753906 Penalty: 587.423096
	Iteration 30Q: 3 clusters Score -38982.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38994.894531 Penalty: 587.423096
	Iteration 31Q: 3 clusters Score -38994.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39007.023438 Penalty: 587.423096
	Iteration 32Q: 3 clusters Score -39007.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39026.167969 Penalty: 587.423096
	Iteration 33Q: 3 clusters Score -39026.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -39036.914062 Penalty: 587.423096
	Iteration 34Q: 3 clusters Score -39036.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39040.785156 Penalty: 587.423096
	Iteration 35Q: 3 clusters Score -39040.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39044.312500 Penalty: 587.423096
	Iteration 36Q: 3 clusters Score -39044.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39051.925781 Penalty: 587.423096
	Iteration 37Q: 3 clusters Score -39051.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39058.277344 Penalty: 587.423096
	Iteration 38Q: 3 clusters Score -39058.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39059.746094 Penalty: 587.423096
	Iteration 39Q: 3 clusters Score -39059.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39067.757812 Penalty: 587.423096
	Iteration 40F: 3 clusters Score -39067.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39073.039062 Penalty: 587.423096
	Iteration 41Q: 3 clusters Score -39073.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39073.996094 Penalty: 587.423096
	Iteration 42Q: 3 clusters Score -39074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39074.636719 Penalty: 587.423096
	Iteration 43Q: 3 clusters Score -39074.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39075.625000 Penalty: 587.423096
	Iteration 44Q: 3 clusters Score -39075.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39077.160156 Penalty: 587.423096
	Iteration 45Q: 3 clusters Score -39077.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39081.699219 Penalty: 587.423096
	Iteration 46Q: 3 clusters Score -39081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39083.761719 Penalty: 587.423096
	Iteration 47Q: 3 clusters Score -39083.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -39084.625000 Penalty: 587.423096
	Iteration 48Q: 3 clusters Score -39084.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39085.027344 Penalty: 587.423096
	Iteration 49Q: 3 clusters Score -39085.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39085.027344 Penalty: 587.423096
	Iteration 50F: 3 clusters Score -39085.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 283 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 353 members 
Entering Unmasked Estep 
Score: -53265920.000000 Penalty: 39917.792969
Splitting cluster 37 changes total score from -53266332.000000 to -53265920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -9525.911133 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -9525.911 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 71 members 
Entering Unmasked Estep 
Score: -9285.259766 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -9285.26 nChanged 36
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: -9344.335938 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -9344.336 nChanged 9
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: -9353.078125 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -9353.078 nChanged 1
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: -9353.900391 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -9353.9 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: -9357.826172 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -9357.826 nChanged 1
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: -9359.299805 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -9359.3 nChanged 0
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: -9359.299805 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -9359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -19366.957031 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19366.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19006.751953 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19006.75 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19112.210938 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19112.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19132.496094 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19141.923828 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19141.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19148.107422 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19148.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19153.603516 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19156.646484 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19156.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19160.005859 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19160.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19169.058594 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19169.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19179.150391 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19179.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19183.367188 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19183.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19200.617188 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19200.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19220.130859 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19220.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19250.173828 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19250.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19258.355469 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -19258.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19277.238281 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -19277.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19279.597656 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -19279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19279.597656 Penalty: 522.904541
	Iteration 17F: 3 clusters Score -19279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -10204.924805 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -10204.92 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 94 members 
Entering Unmasked Estep 
Score: -9972.300781 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9972.301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10155.149414 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -10155.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10252.874023 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -10252.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10289.005859 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -10289.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10310.506836 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -10310.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10333.066406 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -10333.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10341.151367 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -10341.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10341.151367 Penalty: 477.956909
	Iteration 7F: 3 clusters Score -10341.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 83 members 
Entering Unmasked Estep 
Score: -53265888.000000 Penalty: 39917.792969
Splitting cluster 40 changes total score from -53266332.000000 to -53265888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19004.189453 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19004.19 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 142 members 
Entering Unmasked Estep 
Score: -18657.261719 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -18657.26 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18775.617188 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -18775.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18818.585938 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -18818.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18823.296875 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -18823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18827.261719 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -18827.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18828.552734 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -18828.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18829.791016 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -18829.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18830.300781 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -18830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18832.525391 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -18832.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18836.353516 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -18836.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18836.353516 Penalty: 518.435486
	Iteration 10F: 3 clusters Score -18836.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -4643.714355 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -4643.714 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 57 members 
Entering Unmasked Estep 
Score: -4417.152832 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4417.153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4483.213867 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4483.214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4506.028320 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4506.028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4509.491211 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -4509.491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4515.813965 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -4515.814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4515.813965 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -4515.814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 74 members 
Entering Unmasked Estep 
Score: -8563.206055 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8563.206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8614.271484 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8614.271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8636.220703 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8636.221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8646.468750 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8646.469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8653.130859 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8653.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8654.497070 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8654.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8657.316406 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8657.316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8660.860352 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8660.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8665.648438 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -8665.648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8669.414062 Penalty: 461.270294
	Iteration 9Q: 3 clusters Score -8669.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8669.414062 Penalty: 461.270294
	Iteration 10F: 3 clusters Score -8669.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -35991.324219 Penalty: 292.183807
	Iteration 0F: 2 clusters Score -35991.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35481.574219 Penalty: 584.367615
	Iteration 0F: 3 clusters Score -35481.57 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35756.433594 Penalty: 584.367615
	Iteration 1F: 3 clusters Score -35756.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35900.417969 Penalty: 584.367615
	Iteration 2F: 3 clusters Score -35900.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35992.003906 Penalty: 584.367615
	Iteration 3F: 3 clusters Score -35992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -36019.277344 Penalty: 584.367615
	Iteration 4Q: 3 clusters Score -36019.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -36045.039062 Penalty: 584.367615
	Iteration 5Q: 3 clusters Score -36045.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -36063.316406 Penalty: 584.367615
	Iteration 6Q: 3 clusters Score -36063.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -36064.734375 Penalty: 584.367615
	Iteration 7Q: 3 clusters Score -36064.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36065.906250 Penalty: 584.367615
	Iteration 8Q: 3 clusters Score -36065.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36065.960938 Penalty: 584.367615
	Iteration 9Q: 3 clusters Score -36065.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36067.429688 Penalty: 584.367615
	Iteration 10Q: 3 clusters Score -36067.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36068.820312 Penalty: 584.367615
	Iteration 11Q: 3 clusters Score -36068.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36069.996094 Penalty: 584.367615
	Iteration 12Q: 3 clusters Score -36070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -36070.789062 Penalty: 584.367615
	Iteration 13Q: 3 clusters Score -36070.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36071.730469 Penalty: 584.367615
	Iteration 14Q: 3 clusters Score -36071.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36072.121094 Penalty: 584.367615
	Iteration 15Q: 3 clusters Score -36072.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36072.121094 Penalty: 584.367615
	Iteration 16F: 3 clusters Score -36072.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 215 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 400 members 
Entering Unmasked Estep 
Score: -53265780.000000 Penalty: 39917.792969
Splitting cluster 44 changes total score from -53266332.000000 to -53265780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -52135.718750 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -52135.72 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 381 members 
Entering Unmasked Estep 
Score: -51462.550781 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -51462.55 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51644.808594 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -51644.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51725.160156 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -51725.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51858.003906 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -51858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51958.878906 Penalty: 607.729126
	Iteration 4F: 3 clusters Score -51958.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52017.414062 Penalty: 607.729126
	Iteration 5F: 3 clusters Score -52017.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52050.562500 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -52050.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52067.394531 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -52067.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52076.347656 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -52076.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52082.324219 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -52082.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52095.894531 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -52095.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52114.851562 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -52114.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52121.011719 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -52121.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52135.589844 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -52135.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52169.886719 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -52169.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52241.972656 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -52241.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52434.261719 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -52434.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52511.320312 Penalty: 607.729126
	Iteration 17Q: 3 clusters Score -52511.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52516.511719 Penalty: 607.729126
	Iteration 18Q: 3 clusters Score -52516.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52517.843750 Penalty: 607.729126
	Iteration 19Q: 3 clusters Score -52517.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52517.843750 Penalty: 607.729126
	Iteration 20F: 3 clusters Score -52517.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 524 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 218 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 271 members 
Entering Unmasked Estep 
Score: -53266184.000000 Penalty: 39917.792969
Splitting cluster 45 changes total score from -53266332.000000 to -53266184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -12351.365234 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -12351.37 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 109 members 
Entering Unmasked Estep 
Score: -12108.347656 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -12108.35 nChanged 46
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: -12169.193359 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -12169.19 nChanged 15
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: -12191.738281 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -12191.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12200.599609 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -12200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12212.684570 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -12212.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12227.566406 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -12227.57 nChanged 2
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: -12240.861328 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -12240.86 nChanged 4
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: -12246.232422 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -12246.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12246.880859 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -12246.88 nChanged 2
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: -12248.421875 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -12248.42 nChanged 0
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: -12248.421875 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -12248.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -10599.159180 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -10599.16 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 119 members 
Entering Unmasked Estep 
Score: -10368.980469 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -10368.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10892.881836 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -10892.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11126.484375 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -11126.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11382.046875 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -11382.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11476.210938 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -11476.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11476.210938 Penalty: 489.989075
	Iteration 5F: 3 clusters Score -11476.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Entering Unmasked Estep 
Score: -53266616.000000 Penalty: 39917.792969
Splitting cluster 47 changes total score from -53266332.000000 to -53266616.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -8790.125977 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -8790.126 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 82 members 
Entering Unmasked Estep 
Score: -8535.819336 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -8535.819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8577.879883 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -8577.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8609.805664 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -8609.806 nChanged 10
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: -8646.643555 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -8646.644 nChanged 8
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: -8669.155273 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -8669.155 nChanged 5
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: -8682.401367 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -8682.401 nChanged 2
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: -8687.610352 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -8687.61 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: -8698.128906 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -8698.129 nChanged 3
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: -8704.140625 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -8704.141 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: -8704.140625 Penalty: 457.173126
	Iteration 9F: 3 clusters Score -8704.141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 88 members 
Entering Unmasked Estep 
Score: -9717.457031 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9717.457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9796.369141 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9796.369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9835.603516 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9835.604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9840.375977 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -9840.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9841.386719 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9841.387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9841.386719 Penalty: 464.641052
	Iteration 5F: 3 clusters Score -9841.387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -32356.783203 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -32356.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31902.246094 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -31902.25 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32004.353516 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -32004.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32035.367188 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -32035.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32052.171875 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -32052.17 nChanged 8
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: -32059.304688 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -32059.3 nChanged 10
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: -32068.164062 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -32068.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32071.988281 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -32071.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32076.119141 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -32076.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32078.410156 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -32078.41 nChanged 6
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: -32081.199219 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -32081.2 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: -32082.017578 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -32082.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32085.033203 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -32085.03 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: -32088.400391 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -32088.4 nChanged 2
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: -32089.884766 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -32089.88 nChanged 1
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: -32090.851562 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -32090.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32091.857422 Penalty: 554.103088
	Iteration 15Q: 3 clusters Score -32091.86 nChanged 2
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: -32092.501953 Penalty: 554.103088
	Iteration 16Q: 3 clusters Score -32092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32093.810547 Penalty: 554.103088
	Iteration 17Q: 3 clusters Score -32093.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32095.972656 Penalty: 554.103088
	Iteration 18Q: 3 clusters Score -32095.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32096.615234 Penalty: 554.103088
	Iteration 19Q: 3 clusters Score -32096.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32096.615234 Penalty: 554.103088
	Iteration 20F: 3 clusters Score -32096.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16597.042969 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -16597.04 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 153 members 
Entering Unmasked Estep 
Score: -16252.214844 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -16252.21 nChanged 91
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: -16359.217773 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -16359.22 nChanged 28
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: -16425.148438 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -16425.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16492.845703 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -16492.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16545.408203 Penalty: 519.949707
	Iteration 4F: 3 clusters Score -16545.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16584.708984 Penalty: 519.949707
	Iteration 5F: 3 clusters Score -16584.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16617.898438 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -16617.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16647.988281 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -16647.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16663.091797 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -16663.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16675.148438 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -16675.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16676.357422 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -16676.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16682.365234 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -16682.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16687.056641 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -16687.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16688.527344 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -16688.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16688.527344 Penalty: 519.949707
	Iteration 14F: 3 clusters Score -16688.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 199 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 104 members 
Entering Unmasked Estep 
Score: -53266332.000000 Penalty: 40541.507812
Splitting cluster 51 changes total score from -53266332.000000 to -53266332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -74281.546875 Penalty: 320.859436
	Iteration 0F: 2 clusters Score -74281.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73359.664062 Penalty: 641.718872
	Iteration 0F: 3 clusters Score -73359.66 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -73696.117188 Penalty: 641.718872
	Iteration 1F: 3 clusters Score -73696.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73776.804688 Penalty: 641.718872
	Iteration 2F: 3 clusters Score -73776.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -73856.898438 Penalty: 641.718872
	Iteration 3F: 3 clusters Score -73856.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -73918.664062 Penalty: 641.718872
	Iteration 4F: 3 clusters Score -73918.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -73966.109375 Penalty: 641.718872
	Iteration 5F: 3 clusters Score -73966.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -74018.507812 Penalty: 641.718872
	Iteration 6Q: 3 clusters Score -74018.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -74050.906250 Penalty: 641.718872
	Iteration 7Q: 3 clusters Score -74050.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -74069.031250 Penalty: 641.718872
	Iteration 8Q: 3 clusters Score -74069.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -74079.710938 Penalty: 641.718872
	Iteration 9Q: 3 clusters Score -74079.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -74087.289062 Penalty: 641.718872
	Iteration 10Q: 3 clusters Score -74087.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74095.867188 Penalty: 641.718872
	Iteration 11Q: 3 clusters Score -74095.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -74099.203125 Penalty: 641.718872
	Iteration 12Q: 3 clusters Score -74099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -74100.679688 Penalty: 641.718872
	Iteration 13Q: 3 clusters Score -74100.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74101.328125 Penalty: 641.718872
	Iteration 14Q: 3 clusters Score -74101.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -74101.710938 Penalty: 641.718872
	Iteration 15Q: 3 clusters Score -74101.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -74102.406250 Penalty: 641.718872
	Iteration 16Q: 3 clusters Score -74102.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -74102.828125 Penalty: 641.718872
	Iteration 17Q: 3 clusters Score -74102.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -74103.828125 Penalty: 641.718872
	Iteration 18Q: 3 clusters Score -74103.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74106.273438 Penalty: 641.718872
	Iteration 19Q: 3 clusters Score -74106.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74107.296875 Penalty: 641.718872
	Iteration 20F: 3 clusters Score -74107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74107.601562 Penalty: 641.718872
	Iteration 21Q: 3 clusters Score -74107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74108.898438 Penalty: 641.718872
	Iteration 22Q: 3 clusters Score -74108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -74109.437500 Penalty: 641.718872
	Iteration 23Q: 3 clusters Score -74109.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -74109.437500 Penalty: 641.718872
	Iteration 24F: 3 clusters Score -74109.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10243.398438 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10243.4 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 104 members 
Entering Unmasked Estep 
Score: -9960.474609 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9960.475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10066.279297 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10066.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10161.339844 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10161.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10246.552734 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -10246.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10293.367188 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -10293.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10314.591797 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10314.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10330.218750 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10330.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10342.677734 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -10342.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10350.401367 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -10350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10350.952148 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -10350.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10354.035156 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -10354.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10355.727539 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -10355.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10355.727539 Penalty: 481.232300
	Iteration 12F: 3 clusters Score -10355.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 61 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 137 members 
Entering Unmasked Estep 
Score: -53266328.000000 Penalty: 40541.507812
Splitting cluster 53 changes total score from -53266332.000000 to -53266328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -71996.726562 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -71996.73 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 576 members 
Entering Unmasked Estep 
Score: -71099.710938 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -71099.71 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71460.093750 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -71460.09 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71556.726562 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -71556.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -71663.359375 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -71663.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71753.148438 Penalty: 639.162048
	Iteration 4F: 3 clusters Score -71753.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71810.937500 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -71810.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71851.421875 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -71851.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -71877.820312 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -71877.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71895.234375 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -71895.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -71901.492188 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -71901.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -71906.367188 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -71906.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71910.734375 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -71910.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -71916.601562 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -71916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -71921.101562 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -71921.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71928.195312 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -71928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71933.398438 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -71933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71936.906250 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -71936.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -71942.664062 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -71942.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -71945.703125 Penalty: 639.162048
	Iteration 18Q: 3 clusters Score -71945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -71948.773438 Penalty: 639.162048
	Iteration 19Q: 3 clusters Score -71948.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71951.257812 Penalty: 639.162048
	Iteration 20F: 3 clusters Score -71951.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71952.617188 Penalty: 639.162048
	Iteration 21Q: 3 clusters Score -71952.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -71953.601562 Penalty: 639.162048
	Iteration 22Q: 3 clusters Score -71953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -71954.656250 Penalty: 639.162048
	Iteration 23Q: 3 clusters Score -71954.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71954.960938 Penalty: 639.162048
	Iteration 24Q: 3 clusters Score -71954.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71954.960938 Penalty: 639.162048
	Iteration 25F: 3 clusters Score -71954.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -21890.582031 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -21890.58 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 191 members 
Entering Unmasked Estep 
Score: -21498.111328 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21498.11 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21657.623047 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21657.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21760.962891 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21760.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21818.841797 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -21818.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21841.324219 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21841.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21845.267578 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21845.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21857.986328 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21857.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21876.628906 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21876.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21895.445312 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21895.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21920.447266 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21920.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21937.089844 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21937.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21939.589844 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21939.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21942.521484 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -21942.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21949.929688 Penalty: 533.848572
	Iteration 13Q: 3 clusters Score -21949.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21959.343750 Penalty: 533.848572
	Iteration 14Q: 3 clusters Score -21959.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21963.029297 Penalty: 533.848572
	Iteration 15Q: 3 clusters Score -21963.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21966.976562 Penalty: 533.848572
	Iteration 16Q: 3 clusters Score -21966.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21966.976562 Penalty: 533.848572
	Iteration 17F: 3 clusters Score -21966.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 166 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 187 members 
Entering Unmasked Estep 
Score: -53266300.000000 Penalty: 40541.507812
Splitting cluster 55 changes total score from -53266332.000000 to -53266300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -39390.390625 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -39390.39 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 317 members 
Entering Unmasked Estep 
Score: -38819.484375 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -38819.48 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39017.308594 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -39017.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39089.925781 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -39089.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39165.910156 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -39165.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39227.960938 Penalty: 589.544373
	Iteration 4F: 3 clusters Score -39227.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39262.152344 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -39262.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39283.753906 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -39283.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39299.351562 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -39299.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39310.003906 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -39310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39319.160156 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -39319.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39327.781250 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -39327.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39339.000000 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -39339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39345.468750 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -39345.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39350.507812 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -39350.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39354.132812 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -39354.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39359.851562 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -39359.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39363.000000 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -39363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39365.441406 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -39365.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39365.441406 Penalty: 589.544373
	Iteration 18F: 3 clusters Score -39365.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -64902.800781 Penalty: 313.568970
	Iteration 0F: 2 clusters Score -64902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -64088.972656 Penalty: 627.137939
	Iteration 0F: 3 clusters Score -64088.97 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64358.605469 Penalty: 627.137939
	Iteration 1F: 3 clusters Score -64358.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64437.726562 Penalty: 627.137939
	Iteration 2F: 3 clusters Score -64437.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64505.386719 Penalty: 627.137939
	Iteration 3F: 3 clusters Score -64505.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64549.125000 Penalty: 627.137939
	Iteration 4F: 3 clusters Score -64549.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64570.804688 Penalty: 627.137939
	Iteration 5Q: 3 clusters Score -64570.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64595.183594 Penalty: 627.137939
	Iteration 6Q: 3 clusters Score -64595.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64613.906250 Penalty: 627.137939
	Iteration 7Q: 3 clusters Score -64613.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64632.035156 Penalty: 627.137939
	Iteration 8Q: 3 clusters Score -64632.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64648.523438 Penalty: 627.137939
	Iteration 9Q: 3 clusters Score -64648.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64674.250000 Penalty: 627.137939
	Iteration 10Q: 3 clusters Score -64674.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64715.503906 Penalty: 627.137939
	Iteration 11Q: 3 clusters Score -64715.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64760.394531 Penalty: 627.137939
	Iteration 12Q: 3 clusters Score -64760.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64804.960938 Penalty: 627.137939
	Iteration 13Q: 3 clusters Score -64804.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64841.863281 Penalty: 627.137939
	Iteration 14Q: 3 clusters Score -64841.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64868.324219 Penalty: 627.137939
	Iteration 15Q: 3 clusters Score -64868.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64887.953125 Penalty: 627.137939
	Iteration 16Q: 3 clusters Score -64887.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64904.761719 Penalty: 627.137939
	Iteration 17Q: 3 clusters Score -64904.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64919.785156 Penalty: 627.137939
	Iteration 18Q: 3 clusters Score -64919.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64935.890625 Penalty: 627.137939
	Iteration 19Q: 3 clusters Score -64935.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64945.324219 Penalty: 627.137939
	Iteration 20F: 3 clusters Score -64945.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64949.003906 Penalty: 627.137939
	Iteration 21Q: 3 clusters Score -64949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64950.632812 Penalty: 627.137939
	Iteration 22Q: 3 clusters Score -64950.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64951.949219 Penalty: 627.137939
	Iteration 23Q: 3 clusters Score -64951.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64952.601562 Penalty: 627.137939
	Iteration 24Q: 3 clusters Score -64952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64954.160156 Penalty: 627.137939
	Iteration 25Q: 3 clusters Score -64954.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64954.582031 Penalty: 627.137939
	Iteration 26Q: 3 clusters Score -64954.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64954.789062 Penalty: 627.137939
	Iteration 27Q: 3 clusters Score -64954.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64954.789062 Penalty: 627.137939
	Iteration 28F: 3 clusters Score -64954.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 723 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
Score: -53266436.000000 Penalty: 40541.507812
Splitting cluster 57 changes total score from -53266332.000000 to -53266436.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 58 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9735.847656 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9735.848 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 81 members 
Entering Unmasked Estep 
Score: -9480.040039 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9480.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9576.012695 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9576.013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9642.800781 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9642.801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9695.171875 Penalty: 473.564606
	Iteration 3F: 3 clusters Score -9695.172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9772.613281 Penalty: 473.564606
	Iteration 4F: 3 clusters Score -9772.613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9801.066406 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9801.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9803.801758 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9803.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9804.343750 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9804.344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9805.534180 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9805.534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9809.622070 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -9809.622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9810.869141 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -9810.869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9822.747070 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -9822.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9828.129883 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -9828.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9828.129883 Penalty: 473.564606
	Iteration 13F: 3 clusters Score -9828.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 723 members 
Mstep: Class 58 contains 72 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 110 members 
Entering Unmasked Estep 
Score: -53266160.000000 Penalty: 41165.226562
Splitting cluster 58 changes total score from -53266332.000000 to -53266160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -97080.390625 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -97080.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -95945.757812 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -95945.76 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -96399.023438 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -96399.02 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -96605.039062 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -96605.04 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -96789.835938 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -96789.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -96899.531250 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -96899.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -96951.593750 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -96951.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -96978.257812 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -96978.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -96995.234375 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -96995.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -97007.867188 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -97007.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -97012.414062 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -97012.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -97014.101562 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -97014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -97017.515625 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -97017.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97019.171875 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -97019.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97021.085938 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -97021.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97020.851562 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -97020.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97021.835938 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -97021.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97023.531250 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -97023.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -97023.796875 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -97023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97024.617188 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -97024.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -97026.476562 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -97026.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -97029.156250 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -97029.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -97030.632812 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -97030.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97032.054688 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -97032.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -97032.703125 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -97032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -97032.820312 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -97032.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97032.929688 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -97032.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97033.421875 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -97033.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97034.812500 Penalty: 667.661255
	Iteration 27Q: 3 clusters Score -97034.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -97037.351562 Penalty: 667.661255
	Iteration 28Q: 3 clusters Score -97037.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -97040.507812 Penalty: 667.661255
	Iteration 29Q: 3 clusters Score -97040.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -97041.351562 Penalty: 667.661255
	Iteration 30Q: 3 clusters Score -97041.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -97042.742188 Penalty: 667.661255
	Iteration 31Q: 3 clusters Score -97042.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -97045.078125 Penalty: 667.661255
	Iteration 32Q: 3 clusters Score -97045.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -97046.468750 Penalty: 667.661255
	Iteration 33Q: 3 clusters Score -97046.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -97048.703125 Penalty: 667.661255
	Iteration 34Q: 3 clusters Score -97048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -97050.523438 Penalty: 667.661255
	Iteration 35Q: 3 clusters Score -97050.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -97053.429688 Penalty: 667.661255
	Iteration 36Q: 3 clusters Score -97053.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97054.992188 Penalty: 667.661255
	Iteration 37Q: 3 clusters Score -97054.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97056.515625 Penalty: 667.661255
	Iteration 38Q: 3 clusters Score -97056.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97056.515625 Penalty: 667.661255
	Iteration 39F: 3 clusters Score -97056.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 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 63 members 
Entering Unmasked Estep 
Score: -2039.049316 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2039.049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2105.852783 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2105.853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2119.348633 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2119.349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2130.359619 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2130.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2142.651611 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2142.652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2150.121826 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -2150.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2150.121826 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -2150.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18029.994141 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18029.99 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 154 members 
Entering Unmasked Estep 
Score: -17686.986328 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17686.99 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17871.546875 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17871.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17951.109375 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17951.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17973.427734 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17973.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17999.050781 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -17999.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18018.230469 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18018.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18029.218750 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18029.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18047.330078 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18047.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18066.269531 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18066.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18086.998047 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18093.337891 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18093.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18097.064453 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18097.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18097.064453 Penalty: 517.822693
	Iteration 12F: 3 clusters Score -18097.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 723 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 156 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 140 members 
Entering Unmasked Estep 
Score: -53266124.000000 Penalty: 41165.226562
Splitting cluster 61 changes total score from -53266332.000000 to -53266124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8522.934570 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8522.935 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 74 members 
Entering Unmasked Estep 
Score: -8296.614258 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8296.614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8508.341797 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8508.342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8618.077148 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -8618.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8620.330078 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8620.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8620.330078 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -8620.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 723 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 96 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 55 members 
Entering Unmasked Estep 
Score: -53266156.000000 Penalty: 41165.226562
Splitting cluster 62 changes total score from -53266332.000000 to -53266156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10691.401367 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10359.679688 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -10359.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10461.992188 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -10461.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10510.973633 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10510.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10538.377930 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10538.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10564.953125 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10564.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10574.968750 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10574.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10581.515625 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -10581.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10584.346680 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -10584.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10587.250000 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -10587.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10591.916992 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -10591.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10595.664062 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -10595.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10600.434570 Penalty: 505.319305
	Iteration 11Q: 3 clusters Score -10600.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10604.790039 Penalty: 505.319305
	Iteration 12Q: 3 clusters Score -10604.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10612.226562 Penalty: 505.319305
	Iteration 13Q: 3 clusters Score -10612.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10615.821289 Penalty: 505.319305
	Iteration 14Q: 3 clusters Score -10615.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10615.821289 Penalty: 505.319305
	Iteration 15F: 3 clusters Score -10615.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 93649 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104313 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 101997 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104279 members 
Mstep: Class 18 contains 90169 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 108131 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 112134 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 193 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 71 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 723 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266600.000000 Penalty: 40541.507812
Iteration 159Q: 66 clusters Score -5.32666e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 93476 members 
Mstep: Class 3 contains 97704 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104284 members 
Mstep: Class 8 contains 908 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 316 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 102047 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 259 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104333 members 
Mstep: Class 18 contains 90051 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 47014 members 
Mstep: Class 23 contains 108086 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 112236 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5017 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 192 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 214 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 312 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 73 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 739 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53266884.000000 Penalty: 40541.507812
Iteration 160F: 66 clusters Score -5.326688e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 93288 members 
Mstep: Class 3 contains 97567 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104236 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 102148 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104291 members 
Mstep: Class 18 contains 89963 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 47417 members 
Mstep: Class 23 contains 108040 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 112312 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5008 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 191 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 212 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 312 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 77 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 748 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267008.000000 Penalty: 40541.507812
Iteration 161Q: 66 clusters Score -5.326701e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 93091 members 
Mstep: Class 3 contains 97473 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104184 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 102175 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3650 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104135 members 
Mstep: Class 18 contains 89926 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 47913 members 
Mstep: Class 23 contains 108010 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3623 members 
Mstep: Class 28 contains 112402 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 5005 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 82 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 753 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267272.000000 Penalty: 40541.507812
Iteration 162Q: 66 clusters Score -5.326727e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 92904 members 
Mstep: Class 3 contains 97365 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104100 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102215 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103937 members 
Mstep: Class 18 contains 89870 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 48487 members 
Mstep: Class 23 contains 108012 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3628 members 
Mstep: Class 28 contains 112471 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4999 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 85 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 758 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267424.000000 Penalty: 40541.507812
Iteration 163Q: 66 clusters Score -5.326742e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 92692 members 
Mstep: Class 3 contains 97280 members 
Mstep: Class 4 contains 3419 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 104032 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102217 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103722 members 
Mstep: Class 18 contains 89824 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 49105 members 
Mstep: Class 23 contains 108024 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3630 members 
Mstep: Class 28 contains 112524 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 613 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 87 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 763 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267448.000000 Penalty: 40541.507812
Iteration 164Q: 66 clusters Score -5.326745e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 92503 members 
Mstep: Class 3 contains 97163 members 
Mstep: Class 4 contains 3433 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103933 members 
Mstep: Class 8 contains 913 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102244 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103467 members 
Mstep: Class 18 contains 89803 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 405 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 49791 members 
Mstep: Class 23 contains 108036 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 112531 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4987 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 89 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 765 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53267660.000000 Penalty: 40541.507812
Iteration 165Q: 66 clusters Score -5.326766e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 92328 members 
Mstep: Class 3 contains 97095 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103802 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102218 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103160 members 
Mstep: Class 18 contains 89814 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 50545 members 
Mstep: Class 23 contains 108041 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 112526 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4980 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 90 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 767 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268028.000000 Penalty: 40541.507812
Iteration 166Q: 66 clusters Score -5.326803e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 92157 members 
Mstep: Class 3 contains 97033 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103676 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102169 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102881 members 
Mstep: Class 18 contains 89819 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 51315 members 
Mstep: Class 23 contains 107983 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 112522 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 302 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 768 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268160.000000 Penalty: 40541.507812
Iteration 167Q: 66 clusters Score -5.326816e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 91999 members 
Mstep: Class 3 contains 96962 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103518 members 
Mstep: Class 8 contains 916 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102179 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102573 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 52211 members 
Mstep: Class 23 contains 107882 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 112491 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4986 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 303 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268576.000000 Penalty: 40541.507812
Iteration 168Q: 66 clusters Score -5.326858e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 91852 members 
Mstep: Class 3 contains 96917 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103377 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102166 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102209 members 
Mstep: Class 18 contains 89736 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 53251 members 
Mstep: Class 23 contains 107687 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 112427 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 4991 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53268880.000000 Penalty: 40541.507812
Iteration 169Q: 66 clusters Score -5.326888e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 91701 members 
Mstep: Class 3 contains 96832 members 
Mstep: Class 4 contains 3503 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103272 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102147 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 101850 members 
Mstep: Class 18 contains 89684 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 54377 members 
Mstep: Class 23 contains 107448 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3670 members 
Mstep: Class 28 contains 112348 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269476.000000 Penalty: 40541.507812
Iteration 170Q: 66 clusters Score -5.326948e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 91520 members 
Mstep: Class 3 contains 96743 members 
Mstep: Class 4 contains 3520 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103155 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 102068 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 101538 members 
Mstep: Class 18 contains 89673 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 55551 members 
Mstep: Class 23 contains 107239 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 112220 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5001 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53269712.000000 Penalty: 40541.507812
Iteration 171Q: 66 clusters Score -5.326971e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 91313 members 
Mstep: Class 3 contains 96728 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 103029 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 101996 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2959 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 101302 members 
Mstep: Class 18 contains 89659 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 56774 members 
Mstep: Class 23 contains 106926 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3686 members 
Mstep: Class 28 contains 112052 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5007 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270340.000000 Penalty: 40541.507812
Iteration 172Q: 66 clusters Score -5.327034e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 91053 members 
Mstep: Class 3 contains 96803 members 
Mstep: Class 4 contains 3561 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 102821 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 101891 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2867 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 101075 members 
Mstep: Class 18 contains 89654 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 58069 members 
Mstep: Class 23 contains 106613 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 111869 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4998 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53270868.000000 Penalty: 40541.507812
Iteration 173Q: 66 clusters Score -5.327087e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 90735 members 
Mstep: Class 3 contains 96881 members 
Mstep: Class 4 contains 3582 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 102594 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 101679 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100797 members 
Mstep: Class 18 contains 89617 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 59550 members 
Mstep: Class 23 contains 106344 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3697 members 
Mstep: Class 28 contains 111703 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4996 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53271356.000000 Penalty: 40541.507812
Iteration 174Q: 66 clusters Score -5.327136e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 90386 members 
Mstep: Class 3 contains 96944 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 102344 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 101433 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100554 members 
Mstep: Class 18 contains 89590 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 61025 members 
Mstep: Class 23 contains 106089 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 111571 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4999 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53271700.000000 Penalty: 40541.507812
Iteration 175Q: 66 clusters Score -5.32717e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 90025 members 
Mstep: Class 3 contains 96999 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 102083 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 101099 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100380 members 
Mstep: Class 18 contains 89566 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 62580 members 
Mstep: Class 23 contains 105840 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3714 members 
Mstep: Class 28 contains 111387 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272140.000000 Penalty: 40541.507812
Iteration 176Q: 66 clusters Score -5.327214e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 89692 members 
Mstep: Class 3 contains 97089 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 101788 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 100698 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2598 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100241 members 
Mstep: Class 18 contains 89496 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 64163 members 
Mstep: Class 23 contains 105639 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3733 members 
Mstep: Class 28 contains 111178 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5020 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53272612.000000 Penalty: 40541.507812
Iteration 177Q: 66 clusters Score -5.327261e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 89373 members 
Mstep: Class 3 contains 97155 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 101464 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 100257 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100096 members 
Mstep: Class 18 contains 89431 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 65852 members 
Mstep: Class 23 contains 105441 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 110942 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5032 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273076.000000 Penalty: 40541.507812
Iteration 178Q: 66 clusters Score -5.327308e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 89036 members 
Mstep: Class 3 contains 97215 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 101124 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 99795 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100020 members 
Mstep: Class 18 contains 89387 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 67642 members 
Mstep: Class 23 contains 105140 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3762 members 
Mstep: Class 28 contains 110674 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273644.000000 Penalty: 40541.507812
Iteration 179Q: 66 clusters Score -5.327364e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 88730 members 
Mstep: Class 3 contains 97246 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 100774 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 99394 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 99980 members 
Mstep: Class 18 contains 89286 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 69452 members 
Mstep: Class 23 contains 104779 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3774 members 
Mstep: Class 28 contains 110410 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5054 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 91 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53273948.000000 Penalty: 40541.507812
Iteration 180F: 66 clusters Score -5.327395e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 88462 members 
Mstep: Class 3 contains 97229 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 100423 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 98890 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100006 members 
Mstep: Class 18 contains 89245 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 71339 members 
Mstep: Class 23 contains 104295 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3792 members 
Mstep: Class 28 contains 110173 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5055 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274388.000000 Penalty: 40541.507812
Iteration 181Q: 66 clusters Score -5.327439e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 88154 members 
Mstep: Class 3 contains 97190 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 99969 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 98372 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100065 members 
Mstep: Class 18 contains 89206 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 73328 members 
Mstep: Class 23 contains 103844 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 3821 members 
Mstep: Class 28 contains 109959 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5055 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53274808.000000 Penalty: 40541.507812
Iteration 182Q: 66 clusters Score -5.327481e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87778 members 
Mstep: Class 3 contains 97126 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 99447 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 97846 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100132 members 
Mstep: Class 18 contains 89126 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 75470 members 
Mstep: Class 23 contains 103438 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 174 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 109744 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53275524.000000 Penalty: 40541.507812
Iteration 183Q: 66 clusters Score -5.327552e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87374 members 
Mstep: Class 3 contains 97068 members 
Mstep: Class 4 contains 3665 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 98920 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 97278 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100178 members 
Mstep: Class 18 contains 89064 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 77710 members 
Mstep: Class 23 contains 102993 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3873 members 
Mstep: Class 28 contains 109544 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5044 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53276320.000000 Penalty: 40541.507812
Iteration 184Q: 66 clusters Score -5.327632e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 86995 members 
Mstep: Class 3 contains 97078 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 98350 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 96657 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100111 members 
Mstep: Class 18 contains 88947 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 80152 members 
Mstep: Class 23 contains 102505 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3897 members 
Mstep: Class 28 contains 109332 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5056 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53276716.000000 Penalty: 40541.507812
Iteration 185Q: 66 clusters Score -5.327672e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86622 members 
Mstep: Class 3 contains 97189 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 97773 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 95946 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2180 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100151 members 
Mstep: Class 18 contains 88818 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 82799 members 
Mstep: Class 23 contains 101664 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3917 members 
Mstep: Class 28 contains 109149 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5072 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53277424.000000 Penalty: 40541.507812
Iteration 186Q: 66 clusters Score -5.327742e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 86189 members 
Mstep: Class 3 contains 97327 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 97176 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 95251 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100385 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 85544 members 
Mstep: Class 23 contains 100502 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 109039 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5081 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278292.000000 Penalty: 40541.507812
Iteration 187Q: 66 clusters Score -5.327829e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 85734 members 
Mstep: Class 3 contains 97633 members 
Mstep: Class 4 contains 3679 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 96569 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 94552 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 100810 members 
Mstep: Class 18 contains 88483 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 88402 members 
Mstep: Class 23 contains 98910 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 3991 members 
Mstep: Class 28 contains 108995 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5076 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278580.000000 Penalty: 40541.507812
Iteration 188Q: 66 clusters Score -5.327858e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 85304 members 
Mstep: Class 3 contains 97916 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 95999 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 93884 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 101361 members 
Mstep: Class 18 contains 88244 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 91472 members 
Mstep: Class 23 contains 96898 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 108987 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5075 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278880.000000 Penalty: 40541.507812
Iteration 189Q: 66 clusters Score -5.327888e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 84938 members 
Mstep: Class 3 contains 98137 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 95494 members 
Mstep: Class 8 contains 948 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 93263 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102084 members 
Mstep: Class 18 contains 87989 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 94734 members 
Mstep: Class 23 contains 94402 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 4061 members 
Mstep: Class 28 contains 108989 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5078 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279268.000000 Penalty: 40541.507812
Iteration 190Q: 66 clusters Score -5.327927e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 84717 members 
Mstep: Class 3 contains 98255 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 95051 members 
Mstep: Class 8 contains 948 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 92567 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 102955 members 
Mstep: Class 18 contains 87726 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 98081 members 
Mstep: Class 23 contains 91641 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4091 members 
Mstep: Class 28 contains 108995 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53278980.000000 Penalty: 40541.507812
Iteration 191Q: 66 clusters Score -5.327898e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 84586 members 
Mstep: Class 3 contains 98245 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 94653 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91918 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103980 members 
Mstep: Class 18 contains 87466 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 101211 members 
Mstep: Class 23 contains 88855 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4121 members 
Mstep: Class 28 contains 109006 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5108 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279384.000000 Penalty: 40541.507812
Iteration 192Q: 66 clusters Score -5.327938e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 84482 members 
Mstep: Class 3 contains 98116 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 94327 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91403 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 105004 members 
Mstep: Class 18 contains 87209 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 104115 members 
Mstep: Class 23 contains 86136 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4149 members 
Mstep: Class 28 contains 109044 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5110 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279852.000000 Penalty: 40541.507812
Iteration 193Q: 66 clusters Score -5.327985e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 84448 members 
Mstep: Class 3 contains 97951 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 94037 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90978 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 106071 members 
Mstep: Class 18 contains 86978 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 106225 members 
Mstep: Class 23 contains 83946 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4175 members 
Mstep: Class 28 contains 109114 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279572.000000 Penalty: 40541.507812
Iteration 194Q: 66 clusters Score -5.327957e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 84432 members 
Mstep: Class 3 contains 97678 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 93765 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90629 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 107187 members 
Mstep: Class 18 contains 86732 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107556 members 
Mstep: Class 23 contains 82340 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4195 members 
Mstep: Class 28 contains 109338 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5101 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279520.000000 Penalty: 40541.507812
Iteration 195Q: 66 clusters Score -5.327952e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 84422 members 
Mstep: Class 3 contains 97368 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 93487 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90353 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 108304 members 
Mstep: Class 18 contains 86571 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 108097 members 
Mstep: Class 23 contains 81182 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4228 members 
Mstep: Class 28 contains 109730 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5104 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279336.000000 Penalty: 40541.507812
Iteration 196Q: 66 clusters Score -5.327934e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 84478 members 
Mstep: Class 3 contains 97043 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 93265 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90195 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 109278 members 
Mstep: Class 18 contains 86350 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 108069 members 
Mstep: Class 23 contains 80491 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4261 members 
Mstep: Class 28 contains 110205 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5100 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279392.000000 Penalty: 40541.507812
Iteration 197Q: 66 clusters Score -5.327939e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 84546 members 
Mstep: Class 3 contains 96794 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 93021 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90093 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110148 members 
Mstep: Class 18 contains 86157 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107718 members 
Mstep: Class 23 contains 79987 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 110791 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5084 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279300.000000 Penalty: 40541.507812
Iteration 198Q: 66 clusters Score -5.32793e+07 nChanged 7055
Entering ConstructFrom: 
Score: -53279300.000000 Penalty: 40541.507812
Entering ConstructFrom: 
Trying to split cluster 1 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -47532.800781 Penalty: 303.288605
	Iteration 0F: 2 clusters Score -47532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46855.863281 Penalty: 606.577209
	Iteration 0F: 3 clusters Score -46855.86 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47060.062500 Penalty: 606.577209
	Iteration 1F: 3 clusters Score -47060.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47130.730469 Penalty: 606.577209
	Iteration 2F: 3 clusters Score -47130.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47186.386719 Penalty: 606.577209
	Iteration 3F: 3 clusters Score -47186.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47248.945312 Penalty: 606.577209
	Iteration 4F: 3 clusters Score -47248.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47292.261719 Penalty: 606.577209
	Iteration 5F: 3 clusters Score -47292.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47320.753906 Penalty: 606.577209
	Iteration 6Q: 3 clusters Score -47320.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47335.136719 Penalty: 606.577209
	Iteration 7Q: 3 clusters Score -47335.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47343.941406 Penalty: 606.577209
	Iteration 8Q: 3 clusters Score -47343.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47351.960938 Penalty: 606.577209
	Iteration 9Q: 3 clusters Score -47351.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47357.761719 Penalty: 606.577209
	Iteration 10Q: 3 clusters Score -47357.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47360.386719 Penalty: 606.577209
	Iteration 11Q: 3 clusters Score -47360.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47363.367188 Penalty: 606.577209
	Iteration 12Q: 3 clusters Score -47363.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47366.375000 Penalty: 606.577209
	Iteration 13Q: 3 clusters Score -47366.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47367.820312 Penalty: 606.577209
	Iteration 14Q: 3 clusters Score -47367.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47369.531250 Penalty: 606.577209
	Iteration 15Q: 3 clusters Score -47369.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47371.003906 Penalty: 606.577209
	Iteration 16Q: 3 clusters Score -47371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47371.003906 Penalty: 606.577209
	Iteration 17F: 3 clusters Score -47371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Entering Unmasked Estep 
Score: -5173312.500000 Penalty: 516.246094
	Iteration 0F: 2 clusters Score -5173312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5116348.500000 Penalty: 1032.492188
	Iteration 0F: 3 clusters Score -5116348 nChanged 41475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -5141773.500000 Penalty: 1032.492188
	Iteration 1F: 3 clusters Score -5141774 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5143294.500000 Penalty: 1032.492188
	Iteration 2Q: 3 clusters Score -5143294 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5145716.000000 Penalty: 1032.492188
	Iteration 3F: 3 clusters Score -5145716 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -5149280.500000 Penalty: 1032.492188
	Iteration 4F: 3 clusters Score -5149280 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -5154255.500000 Penalty: 1032.492188
	Iteration 5F: 3 clusters Score -5154256 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5158253.000000 Penalty: 1032.492188
	Iteration 6F: 3 clusters Score -5158253 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5160042.000000 Penalty: 1032.492188
	Iteration 7F: 3 clusters Score -5160042 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5160670.000000 Penalty: 1032.492188
	Iteration 8Q: 3 clusters Score -5160670 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5161002.000000 Penalty: 1032.492188
	Iteration 9Q: 3 clusters Score -5161002 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5161364.000000 Penalty: 1032.492188
	Iteration 10Q: 3 clusters Score -5161364 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5161717.500000 Penalty: 1032.492188
	Iteration 11Q: 3 clusters Score -5161718 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -5162106.000000 Penalty: 1032.492188
	Iteration 12Q: 3 clusters Score -5162106 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -5162479.500000 Penalty: 1032.492188
	Iteration 13Q: 3 clusters Score -5162480 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -5162828.000000 Penalty: 1032.492188
	Iteration 14Q: 3 clusters Score -5162828 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5163308.500000 Penalty: 1032.492188
	Iteration 15Q: 3 clusters Score -5163308 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -5163754.500000 Penalty: 1032.492188
	Iteration 16Q: 3 clusters Score -5163754 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5164154.000000 Penalty: 1032.492188
	Iteration 17Q: 3 clusters Score -5164154 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5164617.500000 Penalty: 1032.492188
	Iteration 18Q: 3 clusters Score -5164618 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5165048.000000 Penalty: 1032.492188
	Iteration 19Q: 3 clusters Score -5165048 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5165405 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5165736 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5165963 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5166162.500000 Penalty: 1032.492188
	Iteration 23Q: 3 clusters Score -5166162 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5166341.500000 Penalty: 1032.492188
	Iteration 24Q: 3 clusters Score -5166342 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5166454.000000 Penalty: 1032.492188
	Iteration 25Q: 3 clusters Score -5166454 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5166562.500000 Penalty: 1032.492188
	Iteration 26Q: 3 clusters Score -5166562 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5166669 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5166760.500000 Penalty: 1032.492188
	Iteration 28Q: 3 clusters Score -5166760 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5166820.000000 Penalty: 1032.492188
	Iteration 29Q: 3 clusters Score -5166820 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5166846.500000 Penalty: 1032.492188
	Iteration 30Q: 3 clusters Score -5166846 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -5166895.000000 Penalty: 1032.492188
	Iteration 31Q: 3 clusters Score -5166895 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5166896.500000 Penalty: 1032.492188
	Iteration 32Q: 3 clusters Score -5166896 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5166916.500000 Penalty: 1032.492188
	Iteration 33Q: 3 clusters Score -5166916 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5166959.000000 Penalty: 1032.492188
	Iteration 34Q: 3 clusters Score -5166959 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -5166973.000000 Penalty: 1032.492188
	Iteration 35Q: 3 clusters Score -5166973 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -5166981.000000 Penalty: 1032.492188
	Iteration 36Q: 3 clusters Score -5166981 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5166994.000000 Penalty: 1032.492188
	Iteration 37Q: 3 clusters Score -5166994 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5167026.000000 Penalty: 1032.492188
	Iteration 38Q: 3 clusters Score -5167026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -5167017.000000 Penalty: 1032.492188
	Iteration 39Q: 3 clusters Score -5167017 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5167049.500000 Penalty: 1032.492188
	Iteration 40F: 3 clusters Score -5167050 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -5167044.000000 Penalty: 1032.492188
	Iteration 41Q: 3 clusters Score -5167044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5167052.500000 Penalty: 1032.492188
	Iteration 42Q: 3 clusters Score -5167052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5167061.000000 Penalty: 1032.492188
	Iteration 43Q: 3 clusters Score -5167061 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5167080.500000 Penalty: 1032.492188
	Iteration 44Q: 3 clusters Score -5167080 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5167084.500000 Penalty: 1032.492188
	Iteration 45Q: 3 clusters Score -5167084 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5167099.500000 Penalty: 1032.492188
	Iteration 46Q: 3 clusters Score -5167100 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5167127.500000 Penalty: 1032.492188
	Iteration 47Q: 3 clusters Score -5167128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5167134.000000 Penalty: 1032.492188
	Iteration 48Q: 3 clusters Score -5167134 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5167136.000000 Penalty: 1032.492188
	Iteration 49Q: 3 clusters Score -5167136 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5167142.500000 Penalty: 1032.492188
	Iteration 50Q: 3 clusters Score -5167142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -5167160.000000 Penalty: 1032.492188
	Iteration 51Q: 3 clusters Score -5167160 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5167149.500000 Penalty: 1032.492188
	Iteration 52Q: 3 clusters Score -5167150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -5167141.000000 Penalty: 1032.492188
	Iteration 53Q: 3 clusters Score -5167141 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5167163.500000 Penalty: 1032.492188
	Iteration 54Q: 3 clusters Score -5167164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -5167158.000000 Penalty: 1032.492188
	Iteration 55Q: 3 clusters Score -5167158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5167163.000000 Penalty: 1032.492188
	Iteration 56Q: 3 clusters Score -5167163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5167184.500000 Penalty: 1032.492188
	Iteration 57Q: 3 clusters Score -5167184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -5167199.000000 Penalty: 1032.492188
	Iteration 58Q: 3 clusters Score -5167199 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5167205.000000 Penalty: 1032.492188
	Iteration 59Q: 3 clusters Score -5167205 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5167208.500000 Penalty: 1032.492188
	Iteration 60F: 3 clusters Score -5167208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -5167232.000000 Penalty: 1032.492188
	Iteration 61Q: 3 clusters Score -5167232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5167242.500000 Penalty: 1032.492188
	Iteration 62Q: 3 clusters Score -5167242 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -5167250.500000 Penalty: 1032.492188
	Iteration 63Q: 3 clusters Score -5167250 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5167262.000000 Penalty: 1032.492188
	Iteration 64Q: 3 clusters Score -5167262 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -5167272.000000 Penalty: 1032.492188
	Iteration 65Q: 3 clusters Score -5167272 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -5167294.500000 Penalty: 1032.492188
	Iteration 66Q: 3 clusters Score -5167294 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5167319.000000 Penalty: 1032.492188
	Iteration 67Q: 3 clusters Score -5167319 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -5167340.500000 Penalty: 1032.492188
	Iteration 68Q: 3 clusters Score -5167340 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -5167359.000000 Penalty: 1032.492188
	Iteration 69Q: 3 clusters Score -5167359 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5167369.000000 Penalty: 1032.492188
	Iteration 70Q: 3 clusters Score -5167369 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -5167382.500000 Penalty: 1032.492188
	Iteration 71Q: 3 clusters Score -5167382 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -5167407.500000 Penalty: 1032.492188
	Iteration 72Q: 3 clusters Score -5167408 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5167427.500000 Penalty: 1032.492188
	Iteration 73Q: 3 clusters Score -5167428 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -5167448.000000 Penalty: 1032.492188
	Iteration 74Q: 3 clusters Score -5167448 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5167459.000000 Penalty: 1032.492188
	Iteration 75Q: 3 clusters Score -5167459 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5167482.500000 Penalty: 1032.492188
	Iteration 76Q: 3 clusters Score -5167482 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5167510.000000 Penalty: 1032.492188
	Iteration 77Q: 3 clusters Score -5167510 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5167554 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -5167589.500000 Penalty: 1032.492188
	Iteration 79Q: 3 clusters Score -5167590 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5167606.500000 Penalty: 1032.492188
	Iteration 80F: 3 clusters Score -5167606 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -5167618.000000 Penalty: 1032.492188
	Iteration 81Q: 3 clusters Score -5167618 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -5167647.000000 Penalty: 1032.492188
	Iteration 82Q: 3 clusters Score -5167647 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5167677.000000 Penalty: 1032.492188
	Iteration 83Q: 3 clusters Score -5167677 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -5167708.500000 Penalty: 1032.492188
	Iteration 84Q: 3 clusters Score -5167708 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -5167755.500000 Penalty: 1032.492188
	Iteration 85Q: 3 clusters Score -5167756 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -5167772.500000 Penalty: 1032.492188
	Iteration 86Q: 3 clusters Score -5167772 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5167822.000000 Penalty: 1032.492188
	Iteration 87Q: 3 clusters Score -5167822 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5167861.500000 Penalty: 1032.492188
	Iteration 88Q: 3 clusters Score -5167862 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5167905.000000 Penalty: 1032.492188
	Iteration 89Q: 3 clusters Score -5167905 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -5167976.000000 Penalty: 1032.492188
	Iteration 90Q: 3 clusters Score -5167976 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5168030.500000 Penalty: 1032.492188
	Iteration 91Q: 3 clusters Score -5168030 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -5168077.000000 Penalty: 1032.492188
	Iteration 92Q: 3 clusters Score -5168077 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5168151.500000 Penalty: 1032.492188
	Iteration 93Q: 3 clusters Score -5168152 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5168220.500000 Penalty: 1032.492188
	Iteration 94Q: 3 clusters Score -5168220 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5168299.500000 Penalty: 1032.492188
	Iteration 95Q: 3 clusters Score -5168300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5168408.000000 Penalty: 1032.492188
	Iteration 96Q: 3 clusters Score -5168408 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5168485.500000 Penalty: 1032.492188
	Iteration 97Q: 3 clusters Score -5168486 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5168589.000000 Penalty: 1032.492188
	Iteration 98Q: 3 clusters Score -5168589 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5168622.500000 Penalty: 1032.492188
	Iteration 99Q: 3 clusters Score -5168622 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5168705.500000 Penalty: 1032.492188
	Iteration 100F: 3 clusters Score -5168706 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -5168820.500000 Penalty: 1032.492188
	Iteration 101Q: 3 clusters Score -5168820 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5168909.000000 Penalty: 1032.492188
	Iteration 102Q: 3 clusters Score -5168909 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -5169014.000000 Penalty: 1032.492188
	Iteration 103Q: 3 clusters Score -5169014 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5169139.000000 Penalty: 1032.492188
	Iteration 104Q: 3 clusters Score -5169139 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -5169256.500000 Penalty: 1032.492188
	Iteration 105Q: 3 clusters Score -5169256 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5169344.500000 Penalty: 1032.492188
	Iteration 106Q: 3 clusters Score -5169344 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5169480.000000 Penalty: 1032.492188
	Iteration 107Q: 3 clusters Score -5169480 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5169600.000000 Penalty: 1032.492188
	Iteration 108Q: 3 clusters Score -5169600 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5169755.500000 Penalty: 1032.492188
	Iteration 109Q: 3 clusters Score -5169756 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5169881.000000 Penalty: 1032.492188
	Iteration 110Q: 3 clusters Score -5169881 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5169978.000000 Penalty: 1032.492188
	Iteration 111Q: 3 clusters Score -5169978 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5170097.000000 Penalty: 1032.492188
	Iteration 112Q: 3 clusters Score -5170097 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5170271.500000 Penalty: 1032.492188
	Iteration 113Q: 3 clusters Score -5170272 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73710 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5170421.000000 Penalty: 1032.492188
	Iteration 114Q: 3 clusters Score -5170421 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -5170605.500000 Penalty: 1032.492188
	Iteration 115Q: 3 clusters Score -5170606 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5170789.500000 Penalty: 1032.492188
	Iteration 116Q: 3 clusters Score -5170790 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -5170964.500000 Penalty: 1032.492188
	Iteration 117Q: 3 clusters Score -5170964 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -5171131.000000 Penalty: 1032.492188
	Iteration 118Q: 3 clusters Score -5171131 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5171287.000000 Penalty: 1032.492188
	Iteration 119Q: 3 clusters Score -5171287 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5171429.500000 Penalty: 1032.492188
	Iteration 120F: 3 clusters Score -5171430 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5171539.500000 Penalty: 1032.492188
	Iteration 121Q: 3 clusters Score -5171540 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5171649.000000 Penalty: 1032.492188
	Iteration 122Q: 3 clusters Score -5171649 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -5171775.000000 Penalty: 1032.492188
	Iteration 123Q: 3 clusters Score -5171775 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5171951.000000 Penalty: 1032.492188
	Iteration 124Q: 3 clusters Score -5171951 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5172059.500000 Penalty: 1032.492188
	Iteration 125Q: 3 clusters Score -5172060 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5172156.000000 Penalty: 1032.492188
	Iteration 126Q: 3 clusters Score -5172156 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5172238.000000 Penalty: 1032.492188
	Iteration 127Q: 3 clusters Score -5172238 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5172362.500000 Penalty: 1032.492188
	Iteration 128Q: 3 clusters Score -5172362 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5172446.500000 Penalty: 1032.492188
	Iteration 129Q: 3 clusters Score -5172446 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5172528.500000 Penalty: 1032.492188
	Iteration 130Q: 3 clusters Score -5172528 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5172586.000000 Penalty: 1032.492188
	Iteration 131Q: 3 clusters Score -5172586 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5172611.000000 Penalty: 1032.492188
	Iteration 132Q: 3 clusters Score -5172611 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5172662.000000 Penalty: 1032.492188
	Iteration 133Q: 3 clusters Score -5172662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5172701.000000 Penalty: 1032.492188
	Iteration 134Q: 3 clusters Score -5172701 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5172740.500000 Penalty: 1032.492188
	Iteration 135Q: 3 clusters Score -5172740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5172784.000000 Penalty: 1032.492188
	Iteration 136Q: 3 clusters Score -5172784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5172816.500000 Penalty: 1032.492188
	Iteration 137Q: 3 clusters Score -5172816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5172849.500000 Penalty: 1032.492188
	Iteration 138Q: 3 clusters Score -5172850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5172881.500000 Penalty: 1032.492188
	Iteration 139Q: 3 clusters Score -5172882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5172892.500000 Penalty: 1032.492188
	Iteration 140F: 3 clusters Score -5172892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5172917.500000 Penalty: 1032.492188
	Iteration 141Q: 3 clusters Score -5172918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5172923.500000 Penalty: 1032.492188
	Iteration 142Q: 3 clusters Score -5172924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5172941.000000 Penalty: 1032.492188
	Iteration 143Q: 3 clusters Score -5172941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5172942.000000 Penalty: 1032.492188
	Iteration 144Q: 3 clusters Score -5172942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5172953.000000 Penalty: 1032.492188
	Iteration 145Q: 3 clusters Score -5172953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5172961.500000 Penalty: 1032.492188
	Iteration 146Q: 3 clusters Score -5172962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5172961.500000 Penalty: 1032.492188
	Iteration 147Q: 3 clusters Score -5172962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5172972.500000 Penalty: 1032.492188
	Iteration 148Q: 3 clusters Score -5172972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5172989.000000 Penalty: 1032.492188
	Iteration 149Q: 3 clusters Score -5172989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5172995.000000 Penalty: 1032.492188
	Iteration 150Q: 3 clusters Score -5172995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5173002.500000 Penalty: 1032.492188
	Iteration 151Q: 3 clusters Score -5173002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5173007.000000 Penalty: 1032.492188
	Iteration 152Q: 3 clusters Score -5173007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5173014.500000 Penalty: 1032.492188
	Iteration 153Q: 3 clusters Score -5173014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5173015.500000 Penalty: 1032.492188
	Iteration 154Q: 3 clusters Score -5173016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5173021.000000 Penalty: 1032.492188
	Iteration 155Q: 3 clusters Score -5173021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5173037.500000 Penalty: 1032.492188
	Iteration 156Q: 3 clusters Score -5173038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5173057.000000 Penalty: 1032.492188
	Iteration 157Q: 3 clusters Score -5173057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5173062.000000 Penalty: 1032.492188
	Iteration 158Q: 3 clusters Score -5173062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5173068.000000 Penalty: 1032.492188
	Iteration 159Q: 3 clusters Score -5173068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5173070.000000 Penalty: 1032.492188
	Iteration 160F: 3 clusters Score -5173070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5173067.000000 Penalty: 1032.492188
	Iteration 161Q: 3 clusters Score -5173067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5173074.000000 Penalty: 1032.492188
	Iteration 162Q: 3 clusters Score -5173074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5173069.000000 Penalty: 1032.492188
	Iteration 163Q: 3 clusters Score -5173069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5173073.500000 Penalty: 1032.492188
	Iteration 164Q: 3 clusters Score -5173074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5173076.000000 Penalty: 1032.492188
	Iteration 165Q: 3 clusters Score -5173076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5173072.500000 Penalty: 1032.492188
	Iteration 166Q: 3 clusters Score -5173072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5173066.500000 Penalty: 1032.492188
	Iteration 167Q: 3 clusters Score -5173066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5173072.500000 Penalty: 1032.492188
	Iteration 168Q: 3 clusters Score -5173072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5173073.000000 Penalty: 1032.492188
	Iteration 169Q: 3 clusters Score -5173073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5173072.500000 Penalty: 1032.492188
	Iteration 170Q: 3 clusters Score -5173072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5173074.000000 Penalty: 1032.492188
	Iteration 171Q: 3 clusters Score -5173074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5173076.500000 Penalty: 1032.492188
	Iteration 172Q: 3 clusters Score -5173076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5173076.500000 Penalty: 1032.492188
	Iteration 173F: 3 clusters Score -5173076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Entering Unmasked Estep 
Score: -5971749.500000 Penalty: 522.264221
	Iteration 0F: 2 clusters Score -5971750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5911296.500000 Penalty: 1044.528442
	Iteration 0F: 3 clusters Score -5911296 nChanged 47057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5940517.500000 Penalty: 1044.528442
	Iteration 1F: 3 clusters Score -5940518 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5942876.500000 Penalty: 1044.528442
	Iteration 2Q: 3 clusters Score -5942876 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5946862.000000 Penalty: 1044.528442
	Iteration 3F: 3 clusters Score -5946862 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5952862.000000 Penalty: 1044.528442
	Iteration 4F: 3 clusters Score -5952862 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5958606.000000 Penalty: 1044.528442
	Iteration 5F: 3 clusters Score -5958606 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5961490.500000 Penalty: 1044.528442
	Iteration 6F: 3 clusters Score -5961490 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5962447.500000 Penalty: 1044.528442
	Iteration 7Q: 3 clusters Score -5962448 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5962870.000000 Penalty: 1044.528442
	Iteration 8Q: 3 clusters Score -5962870 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -5963299.500000 Penalty: 1044.528442
	Iteration 9Q: 3 clusters Score -5963300 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5963625.000000 Penalty: 1044.528442
	Iteration 10Q: 3 clusters Score -5963625 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5964099.500000 Penalty: 1044.528442
	Iteration 11Q: 3 clusters Score -5964100 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5964605.500000 Penalty: 1044.528442
	Iteration 12Q: 3 clusters Score -5964606 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5965147.000000 Penalty: 1044.528442
	Iteration 13Q: 3 clusters Score -5965147 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5965927.500000 Penalty: 1044.528442
	Iteration 14Q: 3 clusters Score -5965928 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5967030.500000 Penalty: 1044.528442
	Iteration 15Q: 3 clusters Score -5967030 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5967966.000000 Penalty: 1044.528442
	Iteration 16Q: 3 clusters Score -5967966 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5968647.000000 Penalty: 1044.528442
	Iteration 17Q: 3 clusters Score -5968647 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -5969182.000000 Penalty: 1044.528442
	Iteration 18Q: 3 clusters Score -5969182 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -5969607.000000 Penalty: 1044.528442
	Iteration 19Q: 3 clusters Score -5969607 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -5969979.000000 Penalty: 1044.528442
	Iteration 20F: 3 clusters Score -5969979 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5970295.500000 Penalty: 1044.528442
	Iteration 21Q: 3 clusters Score -5970296 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5970508.500000 Penalty: 1044.528442
	Iteration 22Q: 3 clusters Score -5970508 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5970651.500000 Penalty: 1044.528442
	Iteration 23Q: 3 clusters Score -5970652 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92841 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5970852.000000 Penalty: 1044.528442
	Iteration 24Q: 3 clusters Score -5970852 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5970960.000000 Penalty: 1044.528442
	Iteration 25Q: 3 clusters Score -5970960 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5971073.500000 Penalty: 1044.528442
	Iteration 26Q: 3 clusters Score -5971074 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5971154.500000 Penalty: 1044.528442
	Iteration 27Q: 3 clusters Score -5971154 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5971212.000000 Penalty: 1044.528442
	Iteration 28Q: 3 clusters Score -5971212 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5971252.000000 Penalty: 1044.528442
	Iteration 29Q: 3 clusters Score -5971252 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5971259.000000 Penalty: 1044.528442
	Iteration 30Q: 3 clusters Score -5971259 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5971280.500000 Penalty: 1044.528442
	Iteration 31Q: 3 clusters Score -5971280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5971295.000000 Penalty: 1044.528442
	Iteration 32Q: 3 clusters Score -5971295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5971286.000000 Penalty: 1044.528442
	Iteration 33Q: 3 clusters Score -5971286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5971299.500000 Penalty: 1044.528442
	Iteration 34Q: 3 clusters Score -5971300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5971306.000000 Penalty: 1044.528442
	Iteration 35Q: 3 clusters Score -5971306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5971310.000000 Penalty: 1044.528442
	Iteration 36Q: 3 clusters Score -5971310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5971303.000000 Penalty: 1044.528442
	Iteration 37Q: 3 clusters Score -5971303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5971312.500000 Penalty: 1044.528442
	Iteration 38Q: 3 clusters Score -5971312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5971306.500000 Penalty: 1044.528442
	Iteration 39Q: 3 clusters Score -5971306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5971321.000000 Penalty: 1044.528442
	Iteration 40F: 3 clusters Score -5971321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5971326.000000 Penalty: 1044.528442
	Iteration 41Q: 3 clusters Score -5971326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5971336.500000 Penalty: 1044.528442
	Iteration 42Q: 3 clusters Score -5971336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5971345.500000 Penalty: 1044.528442
	Iteration 43Q: 3 clusters Score -5971346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5971358.500000 Penalty: 1044.528442
	Iteration 44Q: 3 clusters Score -5971358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5971356.500000 Penalty: 1044.528442
	Iteration 45Q: 3 clusters Score -5971356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5971365.000000 Penalty: 1044.528442
	Iteration 46Q: 3 clusters Score -5971365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5971366.000000 Penalty: 1044.528442
	Iteration 47Q: 3 clusters Score -5971366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5971372.000000 Penalty: 1044.528442
	Iteration 48Q: 3 clusters Score -5971372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5971370.000000 Penalty: 1044.528442
	Iteration 49Q: 3 clusters Score -5971370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5971370.500000 Penalty: 1044.528442
	Iteration 50Q: 3 clusters Score -5971370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5971372.000000 Penalty: 1044.528442
	Iteration 51Q: 3 clusters Score -5971372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5971381.000000 Penalty: 1044.528442
	Iteration 52Q: 3 clusters Score -5971381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5971391.000000 Penalty: 1044.528442
	Iteration 53Q: 3 clusters Score -5971391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5971389.500000 Penalty: 1044.528442
	Iteration 54Q: 3 clusters Score -5971390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5971389.000000 Penalty: 1044.528442
	Iteration 55Q: 3 clusters Score -5971389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5971388.000000 Penalty: 1044.528442
	Iteration 56Q: 3 clusters Score -5971388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5971388.000000 Penalty: 1044.528442
	Iteration 57F: 3 clusters Score -5971388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -248252.953125 Penalty: 377.470154
	Iteration 0F: 2 clusters Score -248253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -245473.281250 Penalty: 754.940308
	Iteration 0F: 3 clusters Score -245473.3 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -246435.421875 Penalty: 754.940308
	Iteration 1F: 3 clusters Score -246435.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -246674.796875 Penalty: 754.940308
	Iteration 2F: 3 clusters Score -246674.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -247046.921875 Penalty: 754.940308
	Iteration 3F: 3 clusters Score -247046.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -247486.593750 Penalty: 754.940308
	Iteration 4F: 3 clusters Score -247486.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -247862.078125 Penalty: 754.940308
	Iteration 5F: 3 clusters Score -247862.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -248059.000000 Penalty: 754.940308
	Iteration 6F: 3 clusters Score -248059 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -248151.515625 Penalty: 754.940308
	Iteration 7Q: 3 clusters Score -248151.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -248194.250000 Penalty: 754.940308
	Iteration 8Q: 3 clusters Score -248194.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -248217.593750 Penalty: 754.940308
	Iteration 9Q: 3 clusters Score -248217.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -248230.984375 Penalty: 754.940308
	Iteration 10Q: 3 clusters Score -248231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -248241.125000 Penalty: 754.940308
	Iteration 11Q: 3 clusters Score -248241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -248248.546875 Penalty: 754.940308
	Iteration 12Q: 3 clusters Score -248248.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -248252.765625 Penalty: 754.940308
	Iteration 13Q: 3 clusters Score -248252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -248255.140625 Penalty: 754.940308
	Iteration 14Q: 3 clusters Score -248255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -248256.812500 Penalty: 754.940308
	Iteration 15Q: 3 clusters Score -248256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -248257.687500 Penalty: 754.940308
	Iteration 16Q: 3 clusters Score -248257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -248258.750000 Penalty: 754.940308
	Iteration 17Q: 3 clusters Score -248258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -248260.015625 Penalty: 754.940308
	Iteration 18Q: 3 clusters Score -248260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -248260.156250 Penalty: 754.940308
	Iteration 19Q: 3 clusters Score -248260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -248261.421875 Penalty: 754.940308
	Iteration 20F: 3 clusters Score -248261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -248262.093750 Penalty: 754.940308
	Iteration 21Q: 3 clusters Score -248262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -248262.640625 Penalty: 754.940308
	Iteration 22Q: 3 clusters Score -248262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -248263.078125 Penalty: 754.940308
	Iteration 23Q: 3 clusters Score -248263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -248262.937500 Penalty: 754.940308
	Iteration 24Q: 3 clusters Score -248262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -248263.531250 Penalty: 754.940308
	Iteration 25Q: 3 clusters Score -248263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -248263.593750 Penalty: 754.940308
	Iteration 26Q: 3 clusters Score -248263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -248263.468750 Penalty: 754.940308
	Iteration 27Q: 3 clusters Score -248263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -248264.109375 Penalty: 754.940308
	Iteration 28Q: 3 clusters Score -248264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -248263.906250 Penalty: 754.940308
	Iteration 29Q: 3 clusters Score -248263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -248264.218750 Penalty: 754.940308
	Iteration 30Q: 3 clusters Score -248264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -248264.531250 Penalty: 754.940308
	Iteration 31Q: 3 clusters Score -248264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -248265.109375 Penalty: 754.940308
	Iteration 32Q: 3 clusters Score -248265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -248265.187500 Penalty: 754.940308
	Iteration 33Q: 3 clusters Score -248265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -248265.156250 Penalty: 754.940308
	Iteration 34Q: 3 clusters Score -248265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -248265.156250 Penalty: 754.940308
	Iteration 35F: 3 clusters Score -248265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 582 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 3426 members 
Entering Unmasked Estep 
Score: -53278424.000000 Penalty: 41165.226562
Splitting cluster 4 changes total score from -53279300.000000 to -53278424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -79335.898438 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -79335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78353.492188 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -78353.49 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -78783.835938 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -78783.84 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -78935.039062 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -78935.04 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79073.921875 Penalty: 652.550842
	Iteration 3F: 3 clusters Score -79073.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -79149.835938 Penalty: 652.550842
	Iteration 4F: 3 clusters Score -79149.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79182.031250 Penalty: 652.550842
	Iteration 5Q: 3 clusters Score -79182.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79196.921875 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -79196.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79212.718750 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -79212.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -79230.484375 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -79230.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -79255.562500 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -79255.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -79273.312500 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -79273.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79299.000000 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -79299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79333.390625 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -79333.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -79364.429688 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -79364.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -79406.328125 Penalty: 652.550842
	Iteration 14Q: 3 clusters Score -79406.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79433.625000 Penalty: 652.550842
	Iteration 15Q: 3 clusters Score -79433.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -79453.476562 Penalty: 652.550842
	Iteration 16Q: 3 clusters Score -79453.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -79466.375000 Penalty: 652.550842
	Iteration 17Q: 3 clusters Score -79466.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -79480.742188 Penalty: 652.550842
	Iteration 18Q: 3 clusters Score -79480.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -79495.500000 Penalty: 652.550842
	Iteration 19Q: 3 clusters Score -79495.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -79522.546875 Penalty: 652.550842
	Iteration 20F: 3 clusters Score -79522.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -79558.531250 Penalty: 652.550842
	Iteration 21Q: 3 clusters Score -79558.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -79609.007812 Penalty: 652.550842
	Iteration 22Q: 3 clusters Score -79609.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -79670.656250 Penalty: 652.550842
	Iteration 23Q: 3 clusters Score -79670.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -79707.054688 Penalty: 652.550842
	Iteration 24Q: 3 clusters Score -79707.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -79720.468750 Penalty: 652.550842
	Iteration 25Q: 3 clusters Score -79720.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79726.039062 Penalty: 652.550842
	Iteration 26Q: 3 clusters Score -79726.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79732.476562 Penalty: 652.550842
	Iteration 27Q: 3 clusters Score -79732.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -79742.546875 Penalty: 652.550842
	Iteration 28Q: 3 clusters Score -79742.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -79760.179688 Penalty: 652.550842
	Iteration 29Q: 3 clusters Score -79760.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79786.812500 Penalty: 652.550842
	Iteration 30Q: 3 clusters Score -79786.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79809.906250 Penalty: 652.550842
	Iteration 31Q: 3 clusters Score -79809.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79852.796875 Penalty: 652.550842
	Iteration 32Q: 3 clusters Score -79852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79875.312500 Penalty: 652.550842
	Iteration 33Q: 3 clusters Score -79875.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79906.140625 Penalty: 652.550842
	Iteration 34Q: 3 clusters Score -79906.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79920.695312 Penalty: 652.550842
	Iteration 35Q: 3 clusters Score -79920.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79924.421875 Penalty: 652.550842
	Iteration 36Q: 3 clusters Score -79924.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79926.054688 Penalty: 652.550842
	Iteration 37Q: 3 clusters Score -79926.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79929.984375 Penalty: 652.550842
	Iteration 38Q: 3 clusters Score -79929.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79931.156250 Penalty: 652.550842
	Iteration 39Q: 3 clusters Score -79931.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79933.960938 Penalty: 652.550842
	Iteration 40F: 3 clusters Score -79933.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79934.718750 Penalty: 652.550842
	Iteration 41Q: 3 clusters Score -79934.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79935.750000 Penalty: 652.550842
	Iteration 42Q: 3 clusters Score -79935.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79936.140625 Penalty: 652.550842
	Iteration 43Q: 3 clusters Score -79936.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79936.140625 Penalty: 652.550842
	Iteration 44F: 3 clusters Score -79936.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 444 members 
Entering Unmasked Estep 
Score: -53278868.000000 Penalty: 41165.226562
Splitting cluster 5 changes total score from -53279300.000000 to -53278868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -14677.436523 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -14677.44 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 137 members 
Entering Unmasked Estep 
Score: -14367.555664 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -14367.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14467.867188 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -14467.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14517.198242 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -14517.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14527.026367 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -14527.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14531.791992 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -14531.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14539.340820 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -14539.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14540.964844 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -14540.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14541.196289 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -14541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14541.196289 Penalty: 504.611145
	Iteration 8F: 3 clusters Score -14541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Entering Unmasked Estep 
Score: -5727253.500000 Penalty: 520.428833
	Iteration 0F: 2 clusters Score -5727254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -5665055.000000 Penalty: 1040.857666
	Iteration 0F: 3 clusters Score -5665055 nChanged 45281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -5691716.000000 Penalty: 1040.857666
	Iteration 1F: 3 clusters Score -5691716 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5692428.000000 Penalty: 1040.857666
	Iteration 2Q: 3 clusters Score -5692428 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -5693657.000000 Penalty: 1040.857666
	Iteration 3Q: 3 clusters Score -5693657 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -5695937.000000 Penalty: 1040.857666
	Iteration 4Q: 3 clusters Score -5695937 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -5699881.000000 Penalty: 1040.857666
	Iteration 5F: 3 clusters Score -5699881 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -5705148.000000 Penalty: 1040.857666
	Iteration 6F: 3 clusters Score -5705148 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -5710474.500000 Penalty: 1040.857666
	Iteration 7F: 3 clusters Score -5710474 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -5713682.500000 Penalty: 1040.857666
	Iteration 8F: 3 clusters Score -5713682 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -5714848.000000 Penalty: 1040.857666
	Iteration 9Q: 3 clusters Score -5714848 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -5715330.000000 Penalty: 1040.857666
	Iteration 10Q: 3 clusters Score -5715330 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -5715727.000000 Penalty: 1040.857666
	Iteration 11Q: 3 clusters Score -5715727 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -5716108.500000 Penalty: 1040.857666
	Iteration 12Q: 3 clusters Score -5716108 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -5716456.000000 Penalty: 1040.857666
	Iteration 13Q: 3 clusters Score -5716456 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -5716835.000000 Penalty: 1040.857666
	Iteration 14Q: 3 clusters Score -5716835 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -5717318.000000 Penalty: 1040.857666
	Iteration 15Q: 3 clusters Score -5717318 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -5717744.500000 Penalty: 1040.857666
	Iteration 16Q: 3 clusters Score -5717744 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -5718276.000000 Penalty: 1040.857666
	Iteration 17Q: 3 clusters Score -5718276 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -5718728.500000 Penalty: 1040.857666
	Iteration 18Q: 3 clusters Score -5718728 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -5719203.500000 Penalty: 1040.857666
	Iteration 19Q: 3 clusters Score -5719204 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -5719581.500000 Penalty: 1040.857666
	Iteration 20F: 3 clusters Score -5719582 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -5719915.000000 Penalty: 1040.857666
	Iteration 21Q: 3 clusters Score -5719915 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -5720165.000000 Penalty: 1040.857666
	Iteration 22Q: 3 clusters Score -5720165 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -5720372.000000 Penalty: 1040.857666
	Iteration 23Q: 3 clusters Score -5720372 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -5720500.500000 Penalty: 1040.857666
	Iteration 24Q: 3 clusters Score -5720500 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -5720630.500000 Penalty: 1040.857666
	Iteration 25Q: 3 clusters Score -5720630 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -5720692.000000 Penalty: 1040.857666
	Iteration 26Q: 3 clusters Score -5720692 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -5720727.500000 Penalty: 1040.857666
	Iteration 27Q: 3 clusters Score -5720728 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -5720744.500000 Penalty: 1040.857666
	Iteration 28Q: 3 clusters Score -5720744 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -5720808.000000 Penalty: 1040.857666
	Iteration 29Q: 3 clusters Score -5720808 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5720828.000000 Penalty: 1040.857666
	Iteration 30Q: 3 clusters Score -5720828 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -5720834.000000 Penalty: 1040.857666
	Iteration 31Q: 3 clusters Score -5720834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -5720845.500000 Penalty: 1040.857666
	Iteration 32Q: 3 clusters Score -5720846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -5720852.500000 Penalty: 1040.857666
	Iteration 33Q: 3 clusters Score -5720852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -5720862.500000 Penalty: 1040.857666
	Iteration 34Q: 3 clusters Score -5720862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -5720847.500000 Penalty: 1040.857666
	Iteration 35Q: 3 clusters Score -5720848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -5720860.000000 Penalty: 1040.857666
	Iteration 36Q: 3 clusters Score -5720860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -5720856.000000 Penalty: 1040.857666
	Iteration 37Q: 3 clusters Score -5720856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -5720857.500000 Penalty: 1040.857666
	Iteration 38Q: 3 clusters Score -5720858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -5720856.500000 Penalty: 1040.857666
	Iteration 39Q: 3 clusters Score -5720856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -5720862.000000 Penalty: 1040.857666
	Iteration 40F: 3 clusters Score -5720862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -5720857.500000 Penalty: 1040.857666
	Iteration 41Q: 3 clusters Score -5720858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -5720858.000000 Penalty: 1040.857666
	Iteration 42Q: 3 clusters Score -5720858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -5720857.000000 Penalty: 1040.857666
	Iteration 43Q: 3 clusters Score -5720857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -5720860.500000 Penalty: 1040.857666
	Iteration 44Q: 3 clusters Score -5720860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -5720874.500000 Penalty: 1040.857666
	Iteration 45Q: 3 clusters Score -5720874 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -5720885.000000 Penalty: 1040.857666
	Iteration 46Q: 3 clusters Score -5720885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -5720879.500000 Penalty: 1040.857666
	Iteration 47Q: 3 clusters Score -5720880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5720888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5720896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -5720910.000000 Penalty: 1040.857666
	Iteration 50Q: 3 clusters Score -5720910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -5720913.000000 Penalty: 1040.857666
	Iteration 51Q: 3 clusters Score -5720913 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5720915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -5720940.500000 Penalty: 1040.857666
	Iteration 53Q: 3 clusters Score -5720940 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -5720953.000000 Penalty: 1040.857666
	Iteration 54Q: 3 clusters Score -5720953 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -5720951.500000 Penalty: 1040.857666
	Iteration 55Q: 3 clusters Score -5720952 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5720952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5720940 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -5720942.000000 Penalty: 1040.857666
	Iteration 58Q: 3 clusters Score -5720942 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5720940 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5720966 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5720960 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5720976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -5721008.000000 Penalty: 1040.857666
	Iteration 63Q: 3 clusters Score -5721008 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5721041 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5721056 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5721050 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5721080 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5721090 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5721124 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5721124 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -5721126.500000 Penalty: 1040.857666
	Iteration 71Q: 3 clusters Score -5721126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -5721142.500000 Penalty: 1040.857666
	Iteration 72Q: 3 clusters Score -5721142 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -5721143.500000 Penalty: 1040.857666
	Iteration 73Q: 3 clusters Score -5721144 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5721168 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5721170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -5721195.000000 Penalty: 1040.857666
	Iteration 76Q: 3 clusters Score -5721195 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -5721191.000000 Penalty: 1040.857666
	Iteration 77Q: 3 clusters Score -5721191 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5721200 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -5721202.000000 Penalty: 1040.857666
	Iteration 79Q: 3 clusters Score -5721202 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -5721205.500000 Penalty: 1040.857666
	Iteration 80F: 3 clusters Score -5721206 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -5721217.000000 Penalty: 1040.857666
	Iteration 81Q: 3 clusters Score -5721217 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -5721231.500000 Penalty: 1040.857666
	Iteration 82Q: 3 clusters Score -5721232 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5721256 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -5721278.000000 Penalty: 1040.857666
	Iteration 84Q: 3 clusters Score -5721278 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5721296 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -5721309.000000 Penalty: 1040.857666
	Iteration 86Q: 3 clusters Score -5721309 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -5721314.500000 Penalty: 1040.857666
	Iteration 87Q: 3 clusters Score -5721314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5721310 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 62998 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5721310 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5721331 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5721346 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -5721344.000000 Penalty: 1040.857666
	Iteration 92Q: 3 clusters Score -5721344 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -5721336.000000 Penalty: 1040.857666
	Iteration 93Q: 3 clusters Score -5721336 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -5721351.000000 Penalty: 1040.857666
	Iteration 94Q: 3 clusters Score -5721351 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5721382 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5721414 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5721456 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -5721473.000000 Penalty: 1040.857666
	Iteration 98Q: 3 clusters Score -5721473 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5721484 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -5721500.500000 Penalty: 1040.857666
	Iteration 100F: 3 clusters Score -5721500 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5721516 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -5721563.500000 Penalty: 1040.857666
	Iteration 102Q: 3 clusters Score -5721564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5721551 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5721552 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5721584 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -5721639.500000 Penalty: 1040.857666
	Iteration 106Q: 3 clusters Score -5721640 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5721686 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -5721750.500000 Penalty: 1040.857666
	Iteration 108Q: 3 clusters Score -5721750 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -5721766.000000 Penalty: 1040.857666
	Iteration 109Q: 3 clusters Score -5721766 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5721806 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -5721844.000000 Penalty: 1040.857666
	Iteration 111Q: 3 clusters Score -5721844 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5721878 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -5721948.500000 Penalty: 1040.857666
	Iteration 113Q: 3 clusters Score -5721948 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -5722016.500000 Penalty: 1040.857666
	Iteration 114Q: 3 clusters Score -5722016 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -5722071.500000 Penalty: 1040.857666
	Iteration 115Q: 3 clusters Score -5722072 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -5722169.000000 Penalty: 1040.857666
	Iteration 116Q: 3 clusters Score -5722169 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -5722221.500000 Penalty: 1040.857666
	Iteration 117Q: 3 clusters Score -5722222 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -5722308.000000 Penalty: 1040.857666
	Iteration 118Q: 3 clusters Score -5722308 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -5722392.000000 Penalty: 1040.857666
	Iteration 119Q: 3 clusters Score -5722392 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -5722496.500000 Penalty: 1040.857666
	Iteration 120F: 3 clusters Score -5722496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5722560 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5722676 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -5722749.500000 Penalty: 1040.857666
	Iteration 123Q: 3 clusters Score -5722750 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -5722843.500000 Penalty: 1040.857666
	Iteration 124Q: 3 clusters Score -5722844 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5722990 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5723128 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5723302 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5723458 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5723628 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5723760 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5723873 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -5724034.500000 Penalty: 1040.857666
	Iteration 132Q: 3 clusters Score -5724034 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5724178 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5724322 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5724447 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -5724599.500000 Penalty: 1040.857666
	Iteration 136Q: 3 clusters Score -5724600 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -5724705.500000 Penalty: 1040.857666
	Iteration 137Q: 3 clusters Score -5724706 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5724853 nChanged 547
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -5725012.500000 Penalty: 1040.857666
	Iteration 139Q: 3 clusters Score -5725012 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -5725128.500000 Penalty: 1040.857666
	Iteration 140F: 3 clusters Score -5725128 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -5725235.500000 Penalty: 1040.857666
	Iteration 141Q: 3 clusters Score -5725236 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -5725351.500000 Penalty: 1040.857666
	Iteration 142Q: 3 clusters Score -5725352 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -5725514.500000 Penalty: 1040.857666
	Iteration 143Q: 3 clusters Score -5725514 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -5725678.500000 Penalty: 1040.857666
	Iteration 144Q: 3 clusters Score -5725678 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -5725806.500000 Penalty: 1040.857666
	Iteration 145Q: 3 clusters Score -5725806 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -5725916.500000 Penalty: 1040.857666
	Iteration 146Q: 3 clusters Score -5725916 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -5726053.500000 Penalty: 1040.857666
	Iteration 147Q: 3 clusters Score -5726054 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -5726171.500000 Penalty: 1040.857666
	Iteration 148Q: 3 clusters Score -5726172 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -5726260.000000 Penalty: 1040.857666
	Iteration 149Q: 3 clusters Score -5726260 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -5726313.500000 Penalty: 1040.857666
	Iteration 150Q: 3 clusters Score -5726314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -5726396.500000 Penalty: 1040.857666
	Iteration 151Q: 3 clusters Score -5726396 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -5726443.500000 Penalty: 1040.857666
	Iteration 152Q: 3 clusters Score -5726444 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -5726503.000000 Penalty: 1040.857666
	Iteration 153Q: 3 clusters Score -5726503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -5726547.500000 Penalty: 1040.857666
	Iteration 154Q: 3 clusters Score -5726548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -5726581.500000 Penalty: 1040.857666
	Iteration 155Q: 3 clusters Score -5726582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -5726632.000000 Penalty: 1040.857666
	Iteration 156Q: 3 clusters Score -5726632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -5726650.500000 Penalty: 1040.857666
	Iteration 157Q: 3 clusters Score -5726650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -5726670.000000 Penalty: 1040.857666
	Iteration 158Q: 3 clusters Score -5726670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -5726690.500000 Penalty: 1040.857666
	Iteration 159Q: 3 clusters Score -5726690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -5726712.000000 Penalty: 1040.857666
	Iteration 160F: 3 clusters Score -5726712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -5726721.500000 Penalty: 1040.857666
	Iteration 161Q: 3 clusters Score -5726722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -5726730.000000 Penalty: 1040.857666
	Iteration 162Q: 3 clusters Score -5726730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 91602 members 
Entering Unmasked Estep 
Score: -5726742.500000 Penalty: 1040.857666
	Iteration 163Q: 3 clusters Score -5726742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -5726766.000000 Penalty: 1040.857666
	Iteration 164Q: 3 clusters Score -5726766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -5726777.500000 Penalty: 1040.857666
	Iteration 165Q: 3 clusters Score -5726778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -5726783.500000 Penalty: 1040.857666
	Iteration 166Q: 3 clusters Score -5726784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -5726795.500000 Penalty: 1040.857666
	Iteration 167Q: 3 clusters Score -5726796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -5726785.000000 Penalty: 1040.857666
	Iteration 168Q: 3 clusters Score -5726785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -5726797.500000 Penalty: 1040.857666
	Iteration 169Q: 3 clusters Score -5726798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -5726808.000000 Penalty: 1040.857666
	Iteration 170Q: 3 clusters Score -5726808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -5726822.000000 Penalty: 1040.857666
	Iteration 171Q: 3 clusters Score -5726822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -5726823.000000 Penalty: 1040.857666
	Iteration 172Q: 3 clusters Score -5726823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -5726828.500000 Penalty: 1040.857666
	Iteration 173Q: 3 clusters Score -5726828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -5726831.500000 Penalty: 1040.857666
	Iteration 174Q: 3 clusters Score -5726832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -5726834.000000 Penalty: 1040.857666
	Iteration 175Q: 3 clusters Score -5726834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -5726848.000000 Penalty: 1040.857666
	Iteration 176Q: 3 clusters Score -5726848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -5726849.000000 Penalty: 1040.857666
	Iteration 177Q: 3 clusters Score -5726849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -5726848.500000 Penalty: 1040.857666
	Iteration 178Q: 3 clusters Score -5726848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -5726848.500000 Penalty: 1040.857666
	Iteration 179Q: 3 clusters Score -5726848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -5726851.000000 Penalty: 1040.857666
	Iteration 180F: 3 clusters Score -5726851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -5726850.500000 Penalty: 1040.857666
	Iteration 181Q: 3 clusters Score -5726850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -5726850.500000 Penalty: 1040.857666
	Iteration 182F: 3 clusters Score -5726850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -56543.976562 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -56543.98 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 457 members 
Entering Unmasked Estep 
Score: -55778.781250 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -55778.78 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55979.097656 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -55979.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56008.039062 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -56008.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -56029.425781 Penalty: 624.129395
	Iteration 3Q: 3 clusters Score -56029.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56046.792969 Penalty: 624.129395
	Iteration 4Q: 3 clusters Score -56046.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56057.750000 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -56057.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56068.218750 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -56068.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56078.195312 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -56078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56085.000000 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -56085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56089.640625 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -56089.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56094.695312 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -56094.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56105.964844 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -56105.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56119.617188 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -56119.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56132.601562 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -56132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56156.343750 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -56156.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56171.082031 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -56171.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56183.707031 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -56183.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56193.757812 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -56193.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56204.730469 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -56204.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56217.222656 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -56217.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56229.335938 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -56229.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56249.785156 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -56249.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56261.183594 Penalty: 624.129395
	Iteration 22Q: 3 clusters Score -56261.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56264.671875 Penalty: 624.129395
	Iteration 23Q: 3 clusters Score -56264.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56267.757812 Penalty: 624.129395
	Iteration 24Q: 3 clusters Score -56267.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56271.175781 Penalty: 624.129395
	Iteration 25Q: 3 clusters Score -56271.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56273.394531 Penalty: 624.129395
	Iteration 26Q: 3 clusters Score -56273.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56276.812500 Penalty: 624.129395
	Iteration 27Q: 3 clusters Score -56276.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56279.246094 Penalty: 624.129395
	Iteration 28Q: 3 clusters Score -56279.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56279.472656 Penalty: 624.129395
	Iteration 29Q: 3 clusters Score -56279.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56279.679688 Penalty: 624.129395
	Iteration 30Q: 3 clusters Score -56279.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56279.847656 Penalty: 624.129395
	Iteration 31Q: 3 clusters Score -56279.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56279.847656 Penalty: 624.129395
	Iteration 32F: 3 clusters Score -56279.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -31226.582031 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -31226.58 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 242 members 
Entering Unmasked Estep 
Score: -30751.044922 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -30751.04 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30870.808594 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -30870.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30917.593750 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -30917.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30955.550781 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -30955.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30983.994141 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -30983.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31000.697266 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -31000.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31014.177734 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -31014.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31025.175781 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -31025.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31031.248047 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -31031.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31036.009766 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -31036.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31040.294922 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -31040.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31045.179688 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -31045.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31049.123047 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -31049.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31050.169922 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -31050.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31050.701172 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -31050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31051.197266 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -31051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31053.039062 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -31053.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31054.527344 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -31054.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31055.207031 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -31055.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31055.207031 Penalty: 563.504944
	Iteration 19F: 3 clusters Score -31055.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19740.246094 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19740.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19842.496094 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19842.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19889.027344 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19889.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19900.343750 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19900.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19909.242188 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19909.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19915.164062 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19915.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19917.593750 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19917.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19920.849609 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19920.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19924.732422 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19924.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19929.947266 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19929.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19929.947266 Penalty: 522.904541
	Iteration 10F: 3 clusters Score -19929.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -13121.291992 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -13121.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12771.374023 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -12771.37 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12919.757812 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -12919.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13038.566406 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -13038.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13088.121094 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -13088.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13109.542969 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -13109.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13139.452148 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -13139.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13167.071289 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -13167.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13180.660156 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -13180.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13192.367188 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -13192.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13196.199219 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -13196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13199.080078 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -13199.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13199.080078 Penalty: 514.376526
	Iteration 11F: 3 clusters Score -13199.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 119 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 166 members 
Entering Unmasked Estep 
Score: -53278424.000000 Penalty: 41165.226562
Splitting cluster 11 changes total score from -53279300.000000 to -53278424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (89983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Entering Unmasked Estep 
Score: -5521986.500000 Penalty: 519.035645
	Iteration 0F: 2 clusters Score -5521986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5461657.500000 Penalty: 1038.071289
	Iteration 0F: 3 clusters Score -5461658 nChanged 43881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5490235.500000 Penalty: 1038.071289
	Iteration 1F: 3 clusters Score -5490236 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5493188.500000 Penalty: 1038.071289
	Iteration 2F: 3 clusters Score -5493188 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -5497956.500000 Penalty: 1038.071289
	Iteration 3F: 3 clusters Score -5497956 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -5504370.500000 Penalty: 1038.071289
	Iteration 4F: 3 clusters Score -5504370 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5510682.000000 Penalty: 1038.071289
	Iteration 5F: 3 clusters Score -5510682 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5514519.500000 Penalty: 1038.071289
	Iteration 6F: 3 clusters Score -5514520 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5516098.000000 Penalty: 1038.071289
	Iteration 7Q: 3 clusters Score -5516098 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -5516804.500000 Penalty: 1038.071289
	Iteration 8Q: 3 clusters Score -5516804 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -5517228.000000 Penalty: 1038.071289
	Iteration 9Q: 3 clusters Score -5517228 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5517560.000000 Penalty: 1038.071289
	Iteration 10Q: 3 clusters Score -5517560 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -5517881.000000 Penalty: 1038.071289
	Iteration 11Q: 3 clusters Score -5517881 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5518196.000000 Penalty: 1038.071289
	Iteration 12Q: 3 clusters Score -5518196 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -5518489.500000 Penalty: 1038.071289
	Iteration 13Q: 3 clusters Score -5518490 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5518810.500000 Penalty: 1038.071289
	Iteration 14Q: 3 clusters Score -5518810 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5519093.000000 Penalty: 1038.071289
	Iteration 15Q: 3 clusters Score -5519093 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -5519333.500000 Penalty: 1038.071289
	Iteration 16Q: 3 clusters Score -5519334 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5519585.500000 Penalty: 1038.071289
	Iteration 17Q: 3 clusters Score -5519586 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -5519807.500000 Penalty: 1038.071289
	Iteration 18Q: 3 clusters Score -5519808 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -5520054.000000 Penalty: 1038.071289
	Iteration 19Q: 3 clusters Score -5520054 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5520267.000000 Penalty: 1038.071289
	Iteration 20F: 3 clusters Score -5520267 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -5520495.000000 Penalty: 1038.071289
	Iteration 21Q: 3 clusters Score -5520495 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5520732.500000 Penalty: 1038.071289
	Iteration 22Q: 3 clusters Score -5520732 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -5520980.500000 Penalty: 1038.071289
	Iteration 23Q: 3 clusters Score -5520980 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -5521147.500000 Penalty: 1038.071289
	Iteration 24Q: 3 clusters Score -5521148 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -5521374.500000 Penalty: 1038.071289
	Iteration 25Q: 3 clusters Score -5521374 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5521541.000000 Penalty: 1038.071289
	Iteration 26Q: 3 clusters Score -5521541 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5521645.000000 Penalty: 1038.071289
	Iteration 27Q: 3 clusters Score -5521645 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5521770.500000 Penalty: 1038.071289
	Iteration 28Q: 3 clusters Score -5521770 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5521841.000000 Penalty: 1038.071289
	Iteration 29Q: 3 clusters Score -5521841 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5521888.500000 Penalty: 1038.071289
	Iteration 30Q: 3 clusters Score -5521888 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5521949.500000 Penalty: 1038.071289
	Iteration 31Q: 3 clusters Score -5521950 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5521996.000000 Penalty: 1038.071289
	Iteration 32Q: 3 clusters Score -5521996 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5522022.000000 Penalty: 1038.071289
	Iteration 33Q: 3 clusters Score -5522022 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5522022.500000 Penalty: 1038.071289
	Iteration 34Q: 3 clusters Score -5522022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5522049.000000 Penalty: 1038.071289
	Iteration 35Q: 3 clusters Score -5522049 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5522058.500000 Penalty: 1038.071289
	Iteration 36Q: 3 clusters Score -5522058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5522046.500000 Penalty: 1038.071289
	Iteration 37Q: 3 clusters Score -5522046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5522065.500000 Penalty: 1038.071289
	Iteration 38Q: 3 clusters Score -5522066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5522081.000000 Penalty: 1038.071289
	Iteration 39Q: 3 clusters Score -5522081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5522070.500000 Penalty: 1038.071289
	Iteration 40F: 3 clusters Score -5522070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5522081.000000 Penalty: 1038.071289
	Iteration 41Q: 3 clusters Score -5522081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5522077.500000 Penalty: 1038.071289
	Iteration 42Q: 3 clusters Score -5522078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5522083.000000 Penalty: 1038.071289
	Iteration 43Q: 3 clusters Score -5522083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5522075.500000 Penalty: 1038.071289
	Iteration 44Q: 3 clusters Score -5522076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5522075.000000 Penalty: 1038.071289
	Iteration 45Q: 3 clusters Score -5522075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5522073.000000 Penalty: 1038.071289
	Iteration 46Q: 3 clusters Score -5522073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5522078.500000 Penalty: 1038.071289
	Iteration 47Q: 3 clusters Score -5522078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5522079.500000 Penalty: 1038.071289
	Iteration 48Q: 3 clusters Score -5522080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5522073.000000 Penalty: 1038.071289
	Iteration 49Q: 3 clusters Score -5522073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5522074.000000 Penalty: 1038.071289
	Iteration 50Q: 3 clusters Score -5522074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5522078.500000 Penalty: 1038.071289
	Iteration 51Q: 3 clusters Score -5522078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5522076.500000 Penalty: 1038.071289
	Iteration 52Q: 3 clusters Score -5522076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5522072.000000 Penalty: 1038.071289
	Iteration 53Q: 3 clusters Score -5522072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5522074.000000 Penalty: 1038.071289
	Iteration 54Q: 3 clusters Score -5522074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5522076.000000 Penalty: 1038.071289
	Iteration 55Q: 3 clusters Score -5522076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5522077.500000 Penalty: 1038.071289
	Iteration 56Q: 3 clusters Score -5522078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5522081.000000 Penalty: 1038.071289
	Iteration 57Q: 3 clusters Score -5522081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5522080.000000 Penalty: 1038.071289
	Iteration 58Q: 3 clusters Score -5522080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5522080.000000 Penalty: 1038.071289
	Iteration 59F: 3 clusters Score -5522080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89050 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 933 members 
Entering Unmasked Estep 
Score: -53278740.000000 Penalty: 41165.226562
Splitting cluster 12 changes total score from -53279300.000000 to -53278740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -22459.175781 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -22459.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22034.531250 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -22034.53 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22161.488281 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -22161.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22204.492188 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -22204.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22222.675781 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -22222.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22234.912109 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -22234.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22244.310547 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -22244.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22255.349609 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -22255.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22267.384766 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -22267.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22290.142578 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -22290.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22303.033203 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -22303.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22314.767578 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -22314.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22320.171875 Penalty: 536.890686
	Iteration 11Q: 3 clusters Score -22320.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22322.632812 Penalty: 536.890686
	Iteration 12Q: 3 clusters Score -22322.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22325.923828 Penalty: 536.890686
	Iteration 13Q: 3 clusters Score -22325.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22325.923828 Penalty: 536.890686
	Iteration 14F: 3 clusters Score -22325.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -152722.328125 Penalty: 353.908630
	Iteration 0F: 2 clusters Score -152722.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -151014.750000 Penalty: 707.817261
	Iteration 0F: 3 clusters Score -151014.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -151577.156250 Penalty: 707.817261
	Iteration 1F: 3 clusters Score -151577.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -151661.718750 Penalty: 707.817261
	Iteration 2F: 3 clusters Score -151661.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -151749.562500 Penalty: 707.817261
	Iteration 3F: 3 clusters Score -151749.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -151835.265625 Penalty: 707.817261
	Iteration 4F: 3 clusters Score -151835.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -151931.296875 Penalty: 707.817261
	Iteration 5F: 3 clusters Score -151931.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -152011.859375 Penalty: 707.817261
	Iteration 6Q: 3 clusters Score -152011.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -152082.890625 Penalty: 707.817261
	Iteration 7Q: 3 clusters Score -152082.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -152132.859375 Penalty: 707.817261
	Iteration 8Q: 3 clusters Score -152132.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -152182.859375 Penalty: 707.817261
	Iteration 9Q: 3 clusters Score -152182.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -152217.046875 Penalty: 707.817261
	Iteration 10Q: 3 clusters Score -152217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -152242.265625 Penalty: 707.817261
	Iteration 11Q: 3 clusters Score -152242.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -152267.328125 Penalty: 707.817261
	Iteration 12Q: 3 clusters Score -152267.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -152285.953125 Penalty: 707.817261
	Iteration 13Q: 3 clusters Score -152286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -152306.562500 Penalty: 707.817261
	Iteration 14Q: 3 clusters Score -152306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -152320.781250 Penalty: 707.817261
	Iteration 15Q: 3 clusters Score -152320.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -152328.515625 Penalty: 707.817261
	Iteration 16Q: 3 clusters Score -152328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -152332.453125 Penalty: 707.817261
	Iteration 17Q: 3 clusters Score -152332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -152335.375000 Penalty: 707.817261
	Iteration 18Q: 3 clusters Score -152335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -152341.359375 Penalty: 707.817261
	Iteration 19Q: 3 clusters Score -152341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -152345.406250 Penalty: 707.817261
	Iteration 20F: 3 clusters Score -152345.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -152346.734375 Penalty: 707.817261
	Iteration 21Q: 3 clusters Score -152346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -152348.531250 Penalty: 707.817261
	Iteration 22Q: 3 clusters Score -152348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -152350.234375 Penalty: 707.817261
	Iteration 23Q: 3 clusters Score -152350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -152350.546875 Penalty: 707.817261
	Iteration 24Q: 3 clusters Score -152350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -152351.125000 Penalty: 707.817261
	Iteration 25Q: 3 clusters Score -152351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -152352.312500 Penalty: 707.817261
	Iteration 26Q: 3 clusters Score -152352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -152352.562500 Penalty: 707.817261
	Iteration 27Q: 3 clusters Score -152352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -152352.562500 Penalty: 707.817261
	Iteration 28F: 3 clusters Score -152352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -8062.911133 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -8062.911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7778.252441 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -7778.252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7915.199707 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -7915.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7943.431152 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -7943.431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7953.904785 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -7953.905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7958.110352 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -7958.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7958.110352 Penalty: 503.178040
	Iteration 5F: 3 clusters Score -7958.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7908.234863 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7908.235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7679.514648 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7679.515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7730.251953 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7730.252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7745.130371 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7745.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7753.327148 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7753.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7757.498047 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7757.498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7759.850586 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7759.851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7759.850586 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -7759.851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Entering Unmasked Estep 
Score: -6848618.500000 Penalty: 528.557800
	Iteration 0F: 2 clusters Score -6848618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -6778394.500000 Penalty: 1057.115601
	Iteration 0F: 3 clusters Score -6778394 nChanged 54538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -6812892.000000 Penalty: 1057.115601
	Iteration 1F: 3 clusters Score -6812892 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -6815176.000000 Penalty: 1057.115601
	Iteration 2Q: 3 clusters Score -6815176 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -6819087.000000 Penalty: 1057.115601
	Iteration 3F: 3 clusters Score -6819087 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -6825233.500000 Penalty: 1057.115601
	Iteration 4F: 3 clusters Score -6825234 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -6833088.000000 Penalty: 1057.115601
	Iteration 5F: 3 clusters Score -6833088 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -6838422.000000 Penalty: 1057.115601
	Iteration 6F: 3 clusters Score -6838422 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -6840530.000000 Penalty: 1057.115601
	Iteration 7Q: 3 clusters Score -6840530 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -6841446.000000 Penalty: 1057.115601
	Iteration 8Q: 3 clusters Score -6841446 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -6842251.500000 Penalty: 1057.115601
	Iteration 9Q: 3 clusters Score -6842252 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -6843058.500000 Penalty: 1057.115601
	Iteration 10Q: 3 clusters Score -6843058 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -6843975.000000 Penalty: 1057.115601
	Iteration 11Q: 3 clusters Score -6843975 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -6844962.000000 Penalty: 1057.115601
	Iteration 12Q: 3 clusters Score -6844962 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -6846000.000000 Penalty: 1057.115601
	Iteration 13Q: 3 clusters Score -6846000 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -6846889.500000 Penalty: 1057.115601
	Iteration 14Q: 3 clusters Score -6846890 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -6847609.000000 Penalty: 1057.115601
	Iteration 15Q: 3 clusters Score -6847609 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6848266 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6848769 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6849108 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6849306 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6849420 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6849552 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6849561 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6849564 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6849568 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -6849583.500000 Penalty: 1057.115601
	Iteration 25Q: 3 clusters Score -6849584 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6849530 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6849495 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6849468 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 93666 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6849425 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -6849372.500000 Penalty: 1057.115601
	Iteration 30Q: 3 clusters Score -6849372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -6849319.500000 Penalty: 1057.115601
	Iteration 31Q: 3 clusters Score -6849320 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -6849285.000000 Penalty: 1057.115601
	Iteration 32Q: 3 clusters Score -6849285 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 94483 members 
Entering Unmasked Estep 
Score: -6849249.500000 Penalty: 1057.115601
	Iteration 33Q: 3 clusters Score -6849250 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -6849254.500000 Penalty: 1057.115601
	Iteration 34Q: 3 clusters Score -6849254 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6849248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -6849210.500000 Penalty: 1057.115601
	Iteration 36Q: 3 clusters Score -6849210 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -6849211.000000 Penalty: 1057.115601
	Iteration 37Q: 3 clusters Score -6849211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -6849208.000000 Penalty: 1057.115601
	Iteration 38Q: 3 clusters Score -6849208 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -6849192.500000 Penalty: 1057.115601
	Iteration 39Q: 3 clusters Score -6849192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6849172 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -6849156.000000 Penalty: 1057.115601
	Iteration 41Q: 3 clusters Score -6849156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -6849152.000000 Penalty: 1057.115601
	Iteration 42Q: 3 clusters Score -6849152 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -6849138.500000 Penalty: 1057.115601
	Iteration 43Q: 3 clusters Score -6849138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -6849144.000000 Penalty: 1057.115601
	Iteration 44Q: 3 clusters Score -6849144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -6849148.500000 Penalty: 1057.115601
	Iteration 45Q: 3 clusters Score -6849148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -6849102.000000 Penalty: 1057.115601
	Iteration 46Q: 3 clusters Score -6849102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6849088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6849093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -6849075.000000 Penalty: 1057.115601
	Iteration 49Q: 3 clusters Score -6849075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -6849061.500000 Penalty: 1057.115601
	Iteration 50Q: 3 clusters Score -6849062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -6849039.500000 Penalty: 1057.115601
	Iteration 51Q: 3 clusters Score -6849040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 97038 members 
Entering Unmasked Estep 
Score: -6849032.500000 Penalty: 1057.115601
	Iteration 52Q: 3 clusters Score -6849032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -6849028.500000 Penalty: 1057.115601
	Iteration 53Q: 3 clusters Score -6849028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -6849022.000000 Penalty: 1057.115601
	Iteration 54Q: 3 clusters Score -6849022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -6849001.500000 Penalty: 1057.115601
	Iteration 55Q: 3 clusters Score -6849002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -6848982.000000 Penalty: 1057.115601
	Iteration 56Q: 3 clusters Score -6848982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6848982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -6848984.000000 Penalty: 1057.115601
	Iteration 58Q: 3 clusters Score -6848984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -6848979.000000 Penalty: 1057.115601
	Iteration 59Q: 3 clusters Score -6848979 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -6848973.000000 Penalty: 1057.115601
	Iteration 60F: 3 clusters Score -6848973 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -6848977.500000 Penalty: 1057.115601
	Iteration 61Q: 3 clusters Score -6848978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -6848968.500000 Penalty: 1057.115601
	Iteration 62Q: 3 clusters Score -6848968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -6848967.000000 Penalty: 1057.115601
	Iteration 63Q: 3 clusters Score -6848967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 97866 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6848970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -6848972.000000 Penalty: 1057.115601
	Iteration 65Q: 3 clusters Score -6848972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6848970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -6848965.000000 Penalty: 1057.115601
	Iteration 67Q: 3 clusters Score -6848965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -6848954.000000 Penalty: 1057.115601
	Iteration 68Q: 3 clusters Score -6848954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 98095 members 
Entering Unmasked Estep 
Score: -6848956.500000 Penalty: 1057.115601
	Iteration 69Q: 3 clusters Score -6848956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -6848947.000000 Penalty: 1057.115601
	Iteration 70Q: 3 clusters Score -6848947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -6848941.000000 Penalty: 1057.115601
	Iteration 71Q: 3 clusters Score -6848941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -6848934.500000 Penalty: 1057.115601
	Iteration 72Q: 3 clusters Score -6848934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -6848937.500000 Penalty: 1057.115601
	Iteration 73Q: 3 clusters Score -6848938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6848937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -6848931.500000 Penalty: 1057.115601
	Iteration 75Q: 3 clusters Score -6848932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -6848933.500000 Penalty: 1057.115601
	Iteration 76Q: 3 clusters Score -6848934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -6848924.500000 Penalty: 1057.115601
	Iteration 77Q: 3 clusters Score -6848924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -6848936.000000 Penalty: 1057.115601
	Iteration 78Q: 3 clusters Score -6848936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -6848931.500000 Penalty: 1057.115601
	Iteration 79Q: 3 clusters Score -6848932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -6848928.000000 Penalty: 1057.115601
	Iteration 80F: 3 clusters Score -6848928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -6848935.500000 Penalty: 1057.115601
	Iteration 81Q: 3 clusters Score -6848936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -6848947.000000 Penalty: 1057.115601
	Iteration 82Q: 3 clusters Score -6848947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -6848938.000000 Penalty: 1057.115601
	Iteration 83Q: 3 clusters Score -6848938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 98676 members 
Entering Unmasked Estep 
Score: -6848943.000000 Penalty: 1057.115601
	Iteration 84Q: 3 clusters Score -6848943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -6848949.000000 Penalty: 1057.115601
	Iteration 85Q: 3 clusters Score -6848949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -6848956.500000 Penalty: 1057.115601
	Iteration 86Q: 3 clusters Score -6848956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -6848942.000000 Penalty: 1057.115601
	Iteration 87Q: 3 clusters Score -6848942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -6848925.500000 Penalty: 1057.115601
	Iteration 88Q: 3 clusters Score -6848926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -6848929.000000 Penalty: 1057.115601
	Iteration 89Q: 3 clusters Score -6848929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -6848918.500000 Penalty: 1057.115601
	Iteration 90Q: 3 clusters Score -6848918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -6848912.000000 Penalty: 1057.115601
	Iteration 91Q: 3 clusters Score -6848912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -6848915.500000 Penalty: 1057.115601
	Iteration 92Q: 3 clusters Score -6848916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -6848922.500000 Penalty: 1057.115601
	Iteration 93Q: 3 clusters Score -6848922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -6848921.000000 Penalty: 1057.115601
	Iteration 94Q: 3 clusters Score -6848921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -6848900.000000 Penalty: 1057.115601
	Iteration 95Q: 3 clusters Score -6848900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -6848913.000000 Penalty: 1057.115601
	Iteration 96Q: 3 clusters Score -6848913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -6848903.000000 Penalty: 1057.115601
	Iteration 97Q: 3 clusters Score -6848903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -6848885.500000 Penalty: 1057.115601
	Iteration 98Q: 3 clusters Score -6848886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -6848881.500000 Penalty: 1057.115601
	Iteration 99Q: 3 clusters Score -6848882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -6848857.500000 Penalty: 1057.115601
	Iteration 100F: 3 clusters Score -6848858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -6848844.500000 Penalty: 1057.115601
	Iteration 101Q: 3 clusters Score -6848844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -6848845.000000 Penalty: 1057.115601
	Iteration 102Q: 3 clusters Score -6848845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -6848820.500000 Penalty: 1057.115601
	Iteration 103Q: 3 clusters Score -6848820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -6848810.500000 Penalty: 1057.115601
	Iteration 104Q: 3 clusters Score -6848810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -6848809.000000 Penalty: 1057.115601
	Iteration 105Q: 3 clusters Score -6848809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -6848815.500000 Penalty: 1057.115601
	Iteration 106Q: 3 clusters Score -6848816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -6848809.000000 Penalty: 1057.115601
	Iteration 107Q: 3 clusters Score -6848809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6848812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6848804 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6848808 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6848804 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6848787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6848784 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6848780 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6848778 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6848784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6848766 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6848764 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6848790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6848802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6848800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6848801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6848802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6848806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6848821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6848826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6848824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6848826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6848805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6848796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6848778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6848780 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6848776 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6848782 nChanged 56
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Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6848788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6848776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6848780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6848772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6848764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6848746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6848754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6848746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6848738 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6848741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6848742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6848742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6848740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6848734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6848732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6848733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6848722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6848717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6848720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6848714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6848702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6848690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6848692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6848684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6848693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 102038 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6848694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6848695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6848694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6848712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6848710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6848710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6848720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6848724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6848713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6848708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6848714 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 102482 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6848709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6848725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6848720 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 102624 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6848714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6848706 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 102710 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6848709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6848711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6848714 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6848702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6848712 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6848712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6848714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6848700 nChanged 15
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Mstep: Class 1 contains 8025 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6848696 nChanged 10
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Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 102915 members 
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	Iteration 185Q: 3 clusters Score -6848696 nChanged 14
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Mstep: Class 1 contains 8001 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6848693 nChanged 11
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Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6848696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6848705 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6848712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6848714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -6848724.000000 Penalty: 1057.115601
	Iteration 191Q: 3 clusters Score -6848724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -6848726.000000 Penalty: 1057.115601
	Iteration 192Q: 3 clusters Score -6848726 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7927 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6848722 nChanged 7
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Mstep: Class 1 contains 7920 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6848714 nChanged 9
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Mstep: Class 1 contains 7911 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6848716 nChanged 11
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6848717 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6848706 nChanged 6
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Mstep: Class 1 contains 7890 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6848706 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6848703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6848698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -6848698.500000 Penalty: 1057.115601
	Iteration 201Q: 3 clusters Score -6848698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 103059 members 
Entering Unmasked Estep 
Score: -6848704.000000 Penalty: 1057.115601
	Iteration 202Q: 3 clusters Score -6848704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -6848700.500000 Penalty: 1057.115601
	Iteration 203Q: 3 clusters Score -6848700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -6848697.500000 Penalty: 1057.115601
	Iteration 204Q: 3 clusters Score -6848698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 103065 members 
Entering Unmasked Estep 
Score: -6848699.000000 Penalty: 1057.115601
	Iteration 205Q: 3 clusters Score -6848699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 103067 members 
Entering Unmasked Estep 
Score: -6848698.000000 Penalty: 1057.115601
	Iteration 206Q: 3 clusters Score -6848698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -6848703.000000 Penalty: 1057.115601
	Iteration 207Q: 3 clusters Score -6848703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -6848702.000000 Penalty: 1057.115601
	Iteration 208Q: 3 clusters Score -6848702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -6848701.500000 Penalty: 1057.115601
	Iteration 209Q: 3 clusters Score -6848702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 103078 members 
Entering Unmasked Estep 
Score: -6848708.500000 Penalty: 1057.115601
	Iteration 210Q: 3 clusters Score -6848708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -6848704.000000 Penalty: 1057.115601
	Iteration 211Q: 3 clusters Score -6848704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -6848706.500000 Penalty: 1057.115601
	Iteration 212Q: 3 clusters Score -6848706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -6848708.500000 Penalty: 1057.115601
	Iteration 213Q: 3 clusters Score -6848708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -6848703.000000 Penalty: 1057.115601
	Iteration 214Q: 3 clusters Score -6848703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -6848703.500000 Penalty: 1057.115601
	Iteration 215Q: 3 clusters Score -6848704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -6848697.000000 Penalty: 1057.115601
	Iteration 216Q: 3 clusters Score -6848697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -6848700.000000 Penalty: 1057.115601
	Iteration 217Q: 3 clusters Score -6848700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -6848704.500000 Penalty: 1057.115601
	Iteration 218Q: 3 clusters Score -6848704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -6848704.500000 Penalty: 1057.115601
	Iteration 219Q: 3 clusters Score -6848704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -6848704.500000 Penalty: 1057.115601
	Iteration 220F: 3 clusters Score -6848704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 103122 members 
Entering Unmasked Estep 
Score: -53278700.000000 Penalty: 41165.226562
Splitting cluster 17 changes total score from -53279300.000000 to -53278700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (85992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Entering Unmasked Estep 
Score: -5350412.000000 Penalty: 516.971436
	Iteration 0F: 2 clusters Score -5350412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5293409.500000 Penalty: 1033.942871
	Iteration 0F: 3 clusters Score -5293410 nChanged 42000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5317669.500000 Penalty: 1033.942871
	Iteration 1F: 3 clusters Score -5317670 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5318438.000000 Penalty: 1033.942871
	Iteration 2Q: 3 clusters Score -5318438 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5319776.000000 Penalty: 1033.942871
	Iteration 3Q: 3 clusters Score -5319776 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5322057.500000 Penalty: 1033.942871
	Iteration 4F: 3 clusters Score -5322058 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -5326224.500000 Penalty: 1033.942871
	Iteration 5F: 3 clusters Score -5326224 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5332889.500000 Penalty: 1033.942871
	Iteration 6F: 3 clusters Score -5332890 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -5340522.500000 Penalty: 1033.942871
	Iteration 7F: 3 clusters Score -5340522 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5346108.500000 Penalty: 1033.942871
	Iteration 8F: 3 clusters Score -5346108 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5348518.000000 Penalty: 1033.942871
	Iteration 9Q: 3 clusters Score -5348518 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5349472.000000 Penalty: 1033.942871
	Iteration 10Q: 3 clusters Score -5349472 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5349874.500000 Penalty: 1033.942871
	Iteration 11Q: 3 clusters Score -5349874 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5350033.000000 Penalty: 1033.942871
	Iteration 12Q: 3 clusters Score -5350033 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5350119.000000 Penalty: 1033.942871
	Iteration 13Q: 3 clusters Score -5350119 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5350143.500000 Penalty: 1033.942871
	Iteration 14Q: 3 clusters Score -5350144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5350160.000000 Penalty: 1033.942871
	Iteration 15Q: 3 clusters Score -5350160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5350165.000000 Penalty: 1033.942871
	Iteration 16Q: 3 clusters Score -5350165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5350178.500000 Penalty: 1033.942871
	Iteration 17Q: 3 clusters Score -5350178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5350183.500000 Penalty: 1033.942871
	Iteration 18Q: 3 clusters Score -5350184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5350191.000000 Penalty: 1033.942871
	Iteration 19Q: 3 clusters Score -5350191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5350189.000000 Penalty: 1033.942871
	Iteration 20F: 3 clusters Score -5350189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5350193.500000 Penalty: 1033.942871
	Iteration 21Q: 3 clusters Score -5350194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5350196.500000 Penalty: 1033.942871
	Iteration 22Q: 3 clusters Score -5350196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5350189.000000 Penalty: 1033.942871
	Iteration 23Q: 3 clusters Score -5350189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5350197.500000 Penalty: 1033.942871
	Iteration 24Q: 3 clusters Score -5350198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5350195.500000 Penalty: 1033.942871
	Iteration 25Q: 3 clusters Score -5350196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5350194.000000 Penalty: 1033.942871
	Iteration 26Q: 3 clusters Score -5350194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5350194.500000 Penalty: 1033.942871
	Iteration 27Q: 3 clusters Score -5350194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5350196.500000 Penalty: 1033.942871
	Iteration 28Q: 3 clusters Score -5350196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5350196.500000 Penalty: 1033.942871
	Iteration 29F: 3 clusters Score -5350196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -10076.883789 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -10076.88 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 76 members 
Entering Unmasked Estep 
Score: -9833.955078 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -9833.955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9873.725586 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -9873.726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9883.174805 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -9883.175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9890.928711 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -9890.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9890.928711 Penalty: 449.037140
	Iteration 4F: 3 clusters Score -9890.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 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 207 members 
Entering Unmasked Estep 
Score: -24111.171875 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24111.17 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24225.017578 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24225.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24267.970703 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24267.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24298.939453 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -24298.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24326.169922 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24326.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24339.781250 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24339.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24343.173828 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24343.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24349.832031 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24349.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24350.673828 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24350.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24350.673828 Penalty: 544.995483
	Iteration 9F: 3 clusters Score -24350.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -15007.534180 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -15007.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -14667.782227 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14667.78 nChanged 98
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: -14814.323242 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14814.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14855.661133 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14855.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14871.168945 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -14871.17 nChanged 4
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: -14876.716797 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14876.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14881.985352 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14881.99 nChanged 5
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: -14885.866211 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14885.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14885.634766 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14885.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14893.057617 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14893.06 nChanged 1
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: -14895.028320 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14895.03 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: -14896.681641 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -14896.68 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: -14896.681641 Penalty: 519.044189
	Iteration 11F: 3 clusters Score -14896.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (107171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Entering Unmasked Estep 
Score: -6690108.500000 Penalty: 526.989258
	Iteration 0F: 2 clusters Score -6690108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -6622038.500000 Penalty: 1053.978516
	Iteration 0F: 3 clusters Score -6622038 nChanged 52398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -6655479.500000 Penalty: 1053.978516
	Iteration 1F: 3 clusters Score -6655480 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -6658153.000000 Penalty: 1053.978516
	Iteration 2F: 3 clusters Score -6658153 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -6662577.000000 Penalty: 1053.978516
	Iteration 3F: 3 clusters Score -6662577 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -6668973.500000 Penalty: 1053.978516
	Iteration 4F: 3 clusters Score -6668974 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -6675728.500000 Penalty: 1053.978516
	Iteration 5F: 3 clusters Score -6675728 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -6680687.500000 Penalty: 1053.978516
	Iteration 6F: 3 clusters Score -6680688 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -6683855.500000 Penalty: 1053.978516
	Iteration 7Q: 3 clusters Score -6683856 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -6685772.500000 Penalty: 1053.978516
	Iteration 8Q: 3 clusters Score -6685772 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -6687063.000000 Penalty: 1053.978516
	Iteration 9Q: 3 clusters Score -6687063 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -6687862.500000 Penalty: 1053.978516
	Iteration 10Q: 3 clusters Score -6687862 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -6688506.500000 Penalty: 1053.978516
	Iteration 11Q: 3 clusters Score -6688506 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -6688968.500000 Penalty: 1053.978516
	Iteration 12Q: 3 clusters Score -6688968 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -6689246.000000 Penalty: 1053.978516
	Iteration 13Q: 3 clusters Score -6689246 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -6689401.500000 Penalty: 1053.978516
	Iteration 14Q: 3 clusters Score -6689402 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
Score: -6689512.000000 Penalty: 1053.978516
	Iteration 15Q: 3 clusters Score -6689512 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -6689598.000000 Penalty: 1053.978516
	Iteration 16Q: 3 clusters Score -6689598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -6689631.500000 Penalty: 1053.978516
	Iteration 17Q: 3 clusters Score -6689632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -6689637.000000 Penalty: 1053.978516
	Iteration 18Q: 3 clusters Score -6689637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -6689646.500000 Penalty: 1053.978516
	Iteration 19Q: 3 clusters Score -6689646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -6689661.000000 Penalty: 1053.978516
	Iteration 20F: 3 clusters Score -6689661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -6689665.000000 Penalty: 1053.978516
	Iteration 21Q: 3 clusters Score -6689665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -6689670.000000 Penalty: 1053.978516
	Iteration 22Q: 3 clusters Score -6689670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -6689676.500000 Penalty: 1053.978516
	Iteration 23Q: 3 clusters Score -6689676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -6689683.000000 Penalty: 1053.978516
	Iteration 24Q: 3 clusters Score -6689683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -6689687.500000 Penalty: 1053.978516
	Iteration 25Q: 3 clusters Score -6689688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 106951 members 
Entering Unmasked Estep 
Score: -6689687.500000 Penalty: 1053.978516
	Iteration 26Q: 3 clusters Score -6689688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -6689694.000000 Penalty: 1053.978516
	Iteration 27Q: 3 clusters Score -6689694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -6689689.000000 Penalty: 1053.978516
	Iteration 28Q: 3 clusters Score -6689689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -6689687.000000 Penalty: 1053.978516
	Iteration 29Q: 3 clusters Score -6689687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -6689693.000000 Penalty: 1053.978516
	Iteration 30Q: 3 clusters Score -6689693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -6689697.500000 Penalty: 1053.978516
	Iteration 31Q: 3 clusters Score -6689698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -6689697.000000 Penalty: 1053.978516
	Iteration 32Q: 3 clusters Score -6689697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -6689700.000000 Penalty: 1053.978516
	Iteration 33Q: 3 clusters Score -6689700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -6689702.500000 Penalty: 1053.978516
	Iteration 34Q: 3 clusters Score -6689702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -6689698.500000 Penalty: 1053.978516
	Iteration 35Q: 3 clusters Score -6689698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -6689704.000000 Penalty: 1053.978516
	Iteration 36Q: 3 clusters Score -6689704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -6689702.500000 Penalty: 1053.978516
	Iteration 37Q: 3 clusters Score -6689702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -6689702.500000 Penalty: 1053.978516
	Iteration 38F: 3 clusters Score -6689702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Entering Unmasked Estep 
Score: -4994761.000000 Penalty: 513.453003
	Iteration 0F: 2 clusters Score -4994761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -4941127.000000 Penalty: 1026.906006
	Iteration 0F: 3 clusters Score -4941127 nChanged 38880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4963898.500000 Penalty: 1026.906006
	Iteration 1F: 3 clusters Score -4963898 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4964444.500000 Penalty: 1026.906006
	Iteration 2Q: 3 clusters Score -4964444 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -4965108.500000 Penalty: 1026.906006
	Iteration 3Q: 3 clusters Score -4965108 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4965838.500000 Penalty: 1026.906006
	Iteration 4Q: 3 clusters Score -4965838 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -4966852.000000 Penalty: 1026.906006
	Iteration 5Q: 3 clusters Score -4966852 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -4968185.000000 Penalty: 1026.906006
	Iteration 6Q: 3 clusters Score -4968185 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -4970365.000000 Penalty: 1026.906006
	Iteration 7Q: 3 clusters Score -4970365 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -4973805.000000 Penalty: 1026.906006
	Iteration 8F: 3 clusters Score -4973805 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -4977967.000000 Penalty: 1026.906006
	Iteration 9F: 3 clusters Score -4977967 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -4980620.500000 Penalty: 1026.906006
	Iteration 10F: 3 clusters Score -4980620 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -4981475.500000 Penalty: 1026.906006
	Iteration 11Q: 3 clusters Score -4981476 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -4981800.000000 Penalty: 1026.906006
	Iteration 12Q: 3 clusters Score -4981800 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -4982042.000000 Penalty: 1026.906006
	Iteration 13Q: 3 clusters Score -4982042 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -4982274.000000 Penalty: 1026.906006
	Iteration 14Q: 3 clusters Score -4982274 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -4982493.500000 Penalty: 1026.906006
	Iteration 15Q: 3 clusters Score -4982494 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -4982772.000000 Penalty: 1026.906006
	Iteration 16Q: 3 clusters Score -4982772 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -4983088.500000 Penalty: 1026.906006
	Iteration 17Q: 3 clusters Score -4983088 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -4983416.500000 Penalty: 1026.906006
	Iteration 18Q: 3 clusters Score -4983416 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -4983688.000000 Penalty: 1026.906006
	Iteration 19Q: 3 clusters Score -4983688 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -4983976.500000 Penalty: 1026.906006
	Iteration 20F: 3 clusters Score -4983976 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -4984332.500000 Penalty: 1026.906006
	Iteration 21Q: 3 clusters Score -4984332 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -4984735.000000 Penalty: 1026.906006
	Iteration 22Q: 3 clusters Score -4984735 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -4985175.500000 Penalty: 1026.906006
	Iteration 23Q: 3 clusters Score -4985176 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -4985685.500000 Penalty: 1026.906006
	Iteration 24Q: 3 clusters Score -4985686 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -4986266.500000 Penalty: 1026.906006
	Iteration 25Q: 3 clusters Score -4986266 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -4986854.500000 Penalty: 1026.906006
	Iteration 26Q: 3 clusters Score -4986854 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -4987499.500000 Penalty: 1026.906006
	Iteration 27Q: 3 clusters Score -4987500 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -4988256.000000 Penalty: 1026.906006
	Iteration 28Q: 3 clusters Score -4988256 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -4989012.500000 Penalty: 1026.906006
	Iteration 29Q: 3 clusters Score -4989012 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -4989817.500000 Penalty: 1026.906006
	Iteration 30Q: 3 clusters Score -4989818 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -4990634.000000 Penalty: 1026.906006
	Iteration 31Q: 3 clusters Score -4990634 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -4991343.000000 Penalty: 1026.906006
	Iteration 32Q: 3 clusters Score -4991343 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -4991945.000000 Penalty: 1026.906006
	Iteration 33Q: 3 clusters Score -4991945 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4992510.500000 Penalty: 1026.906006
	Iteration 34Q: 3 clusters Score -4992510 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -4992951.000000 Penalty: 1026.906006
	Iteration 35Q: 3 clusters Score -4992951 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -4993370.000000 Penalty: 1026.906006
	Iteration 36Q: 3 clusters Score -4993370 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -4993658.500000 Penalty: 1026.906006
	Iteration 37Q: 3 clusters Score -4993658 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -4993910.500000 Penalty: 1026.906006
	Iteration 38Q: 3 clusters Score -4993910 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -4994072.500000 Penalty: 1026.906006
	Iteration 39Q: 3 clusters Score -4994072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -4994164.000000 Penalty: 1026.906006
	Iteration 40F: 3 clusters Score -4994164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -4994220.000000 Penalty: 1026.906006
	Iteration 41Q: 3 clusters Score -4994220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -4994247.500000 Penalty: 1026.906006
	Iteration 42Q: 3 clusters Score -4994248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -4994266.500000 Penalty: 1026.906006
	Iteration 43Q: 3 clusters Score -4994266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -4994283.500000 Penalty: 1026.906006
	Iteration 44Q: 3 clusters Score -4994284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -4994292.500000 Penalty: 1026.906006
	Iteration 45Q: 3 clusters Score -4994292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -4994300.000000 Penalty: 1026.906006
	Iteration 46Q: 3 clusters Score -4994300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -4994306.500000 Penalty: 1026.906006
	Iteration 47Q: 3 clusters Score -4994306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -4994309.000000 Penalty: 1026.906006
	Iteration 48Q: 3 clusters Score -4994309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -4994309.000000 Penalty: 1026.906006
	Iteration 49Q: 3 clusters Score -4994309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -4994312.500000 Penalty: 1026.906006
	Iteration 50Q: 3 clusters Score -4994312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -4994310.000000 Penalty: 1026.906006
	Iteration 51Q: 3 clusters Score -4994310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -4994311.500000 Penalty: 1026.906006
	Iteration 52Q: 3 clusters Score -4994312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -4994310.500000 Penalty: 1026.906006
	Iteration 53Q: 3 clusters Score -4994310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -4994311.500000 Penalty: 1026.906006
	Iteration 54Q: 3 clusters Score -4994312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -4994310.500000 Penalty: 1026.906006
	Iteration 55Q: 3 clusters Score -4994310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -4994310.500000 Penalty: 1026.906006
	Iteration 56F: 3 clusters Score -4994310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34469.246094 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -34469.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33955.164062 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -33955.16 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34094.558594 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -34094.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34136.843750 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -34136.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34170.167969 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -34170.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34193.332031 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -34193.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34209.781250 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -34209.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34218.773438 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -34218.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34231.964844 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -34231.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34240.117188 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -34240.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34244.351562 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -34244.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34250.539062 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -34250.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34258.500000 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -34258.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34266.222656 Penalty: 570.659973
	Iteration 12Q: 3 clusters Score -34266.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34276.386719 Penalty: 570.659973
	Iteration 13Q: 3 clusters Score -34276.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34293.675781 Penalty: 570.659973
	Iteration 14Q: 3 clusters Score -34293.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34306.625000 Penalty: 570.659973
	Iteration 15Q: 3 clusters Score -34306.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34312.929688 Penalty: 570.659973
	Iteration 16Q: 3 clusters Score -34312.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34318.632812 Penalty: 570.659973
	Iteration 17Q: 3 clusters Score -34318.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34323.589844 Penalty: 570.659973
	Iteration 18Q: 3 clusters Score -34323.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34325.062500 Penalty: 570.659973
	Iteration 19Q: 3 clusters Score -34325.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34325.312500 Penalty: 570.659973
	Iteration 20F: 3 clusters Score -34325.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8487.005859 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8487.006 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 89 members 
Entering Unmasked Estep 
Score: -8256.611328 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8256.611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8323.758789 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8323.759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8342.508789 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8342.509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8353.033203 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -8353.033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8362.373047 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8362.373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8372.945312 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -8372.945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8382.043945 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -8382.044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8409.132812 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -8409.133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8464.591797 Penalty: 469.995514
	Iteration 8F: 3 clusters Score -8464.592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8506.617188 Penalty: 469.995514
	Iteration 9F: 3 clusters Score -8506.617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8514.595703 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -8514.596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8525.172852 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -8525.173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8535.086914 Penalty: 469.995514
	Iteration 12Q: 3 clusters Score -8535.087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8541.145508 Penalty: 469.995514
	Iteration 13Q: 3 clusters Score -8541.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8545.517578 Penalty: 469.995514
	Iteration 14Q: 3 clusters Score -8545.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8550.305664 Penalty: 469.995514
	Iteration 15Q: 3 clusters Score -8550.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8550.305664 Penalty: 469.995514
	Iteration 16F: 3 clusters Score -8550.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 62 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 113 members 
Entering Unmasked Estep 
Score: -53278332.000000 Penalty: 41165.226562
Splitting cluster 25 changes total score from -53279300.000000 to -53278332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7713.591309 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7713.591 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 78 members 
Entering Unmasked Estep 
Score: -7466.644531 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7466.645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7554.901855 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7554.902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7575.595215 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7575.595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7588.837891 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7588.838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7596.824707 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7596.825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7604.817871 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7604.818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7614.276367 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7614.276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7618.665527 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -7618.666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7620.772461 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -7620.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7623.932129 Penalty: 458.362671
	Iteration 9Q: 3 clusters Score -7623.932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7623.932129 Penalty: 458.362671
	Iteration 10F: 3 clusters Score -7623.932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -267658.875000 Penalty: 380.817780
	Iteration 0F: 2 clusters Score -267658.9 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 2156 members 
Entering Unmasked Estep 
Score: -264731.156250 Penalty: 761.635559
	Iteration 0F: 3 clusters Score -264731.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -265788.781250 Penalty: 761.635559
	Iteration 1F: 3 clusters Score -265788.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -265878.562500 Penalty: 761.635559
	Iteration 2F: 3 clusters Score -265878.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -265957.343750 Penalty: 761.635559
	Iteration 3Q: 3 clusters Score -265957.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -266049.593750 Penalty: 761.635559
	Iteration 4Q: 3 clusters Score -266049.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -266135.468750 Penalty: 761.635559
	Iteration 5Q: 3 clusters Score -266135.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -266234.718750 Penalty: 761.635559
	Iteration 6Q: 3 clusters Score -266234.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -266349.843750 Penalty: 761.635559
	Iteration 7Q: 3 clusters Score -266349.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -266471.468750 Penalty: 761.635559
	Iteration 8Q: 3 clusters Score -266471.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -266568.343750 Penalty: 761.635559
	Iteration 9Q: 3 clusters Score -266568.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -266623.656250 Penalty: 761.635559
	Iteration 10Q: 3 clusters Score -266623.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -266656.406250 Penalty: 761.635559
	Iteration 11Q: 3 clusters Score -266656.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -266692.781250 Penalty: 761.635559
	Iteration 12Q: 3 clusters Score -266692.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -266724.718750 Penalty: 761.635559
	Iteration 13Q: 3 clusters Score -266724.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -266754.031250 Penalty: 761.635559
	Iteration 14Q: 3 clusters Score -266754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -266794.031250 Penalty: 761.635559
	Iteration 15Q: 3 clusters Score -266794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -266849.375000 Penalty: 761.635559
	Iteration 16Q: 3 clusters Score -266849.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -266933.312500 Penalty: 761.635559
	Iteration 17Q: 3 clusters Score -266933.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -267020.625000 Penalty: 761.635559
	Iteration 18Q: 3 clusters Score -267020.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -267106.218750 Penalty: 761.635559
	Iteration 19Q: 3 clusters Score -267106.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -267197.625000 Penalty: 761.635559
	Iteration 20F: 3 clusters Score -267197.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -267285.562500 Penalty: 761.635559
	Iteration 21Q: 3 clusters Score -267285.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -267371.031250 Penalty: 761.635559
	Iteration 22Q: 3 clusters Score -267371 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -267422.312500 Penalty: 761.635559
	Iteration 23Q: 3 clusters Score -267422.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -267443.031250 Penalty: 761.635559
	Iteration 24Q: 3 clusters Score -267443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -267452.187500 Penalty: 761.635559
	Iteration 25Q: 3 clusters Score -267452.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -267457.843750 Penalty: 761.635559
	Iteration 26Q: 3 clusters Score -267457.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -267463.218750 Penalty: 761.635559
	Iteration 27Q: 3 clusters Score -267463.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -267465.812500 Penalty: 761.635559
	Iteration 28Q: 3 clusters Score -267465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -267469.093750 Penalty: 761.635559
	Iteration 29Q: 3 clusters Score -267469.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -267471.187500 Penalty: 761.635559
	Iteration 30Q: 3 clusters Score -267471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -267471.875000 Penalty: 761.635559
	Iteration 31Q: 3 clusters Score -267471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -267472.531250 Penalty: 761.635559
	Iteration 32Q: 3 clusters Score -267472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -267472.812500 Penalty: 761.635559
	Iteration 33Q: 3 clusters Score -267472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -267473.281250 Penalty: 761.635559
	Iteration 34Q: 3 clusters Score -267473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -267472.906250 Penalty: 761.635559
	Iteration 35Q: 3 clusters Score -267472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -267473.156250 Penalty: 761.635559
	Iteration 36Q: 3 clusters Score -267473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -267473.156250 Penalty: 761.635559
	Iteration 37F: 3 clusters Score -267473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (111463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Entering Unmasked Estep 
Score: -6824937.000000 Penalty: 528.775879
	Iteration 0F: 2 clusters Score -6824937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -6750587.000000 Penalty: 1057.551758
	Iteration 0F: 3 clusters Score -6750587 nChanged 54759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -6786660.000000 Penalty: 1057.551758
	Iteration 1F: 3 clusters Score -6786660 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6792508.500000 Penalty: 1057.551758
	Iteration 2F: 3 clusters Score -6792508 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -6800539.000000 Penalty: 1057.551758
	Iteration 3F: 3 clusters Score -6800539 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -6809218.500000 Penalty: 1057.551758
	Iteration 4F: 3 clusters Score -6809218 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -6815520.500000 Penalty: 1057.551758
	Iteration 5F: 3 clusters Score -6815520 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -6819202.500000 Penalty: 1057.551758
	Iteration 6Q: 3 clusters Score -6819202 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -6821298.000000 Penalty: 1057.551758
	Iteration 7Q: 3 clusters Score -6821298 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -6822367.000000 Penalty: 1057.551758
	Iteration 8Q: 3 clusters Score -6822367 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6823032.500000 Penalty: 1057.551758
	Iteration 9Q: 3 clusters Score -6823032 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -6823493.000000 Penalty: 1057.551758
	Iteration 10Q: 3 clusters Score -6823493 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -6823813.000000 Penalty: 1057.551758
	Iteration 11Q: 3 clusters Score -6823813 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6824076.000000 Penalty: 1057.551758
	Iteration 12Q: 3 clusters Score -6824076 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -6824333.000000 Penalty: 1057.551758
	Iteration 13Q: 3 clusters Score -6824333 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -6824504.000000 Penalty: 1057.551758
	Iteration 14Q: 3 clusters Score -6824504 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -6824627.000000 Penalty: 1057.551758
	Iteration 15Q: 3 clusters Score -6824627 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106027 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -6824670.000000 Penalty: 1057.551758
	Iteration 16Q: 3 clusters Score -6824670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -6824708.000000 Penalty: 1057.551758
	Iteration 17Q: 3 clusters Score -6824708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6824721.000000 Penalty: 1057.551758
	Iteration 18Q: 3 clusters Score -6824721 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106236 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -6824727.500000 Penalty: 1057.551758
	Iteration 19Q: 3 clusters Score -6824728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6824742.500000 Penalty: 1057.551758
	Iteration 20F: 3 clusters Score -6824742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6824752.000000 Penalty: 1057.551758
	Iteration 21Q: 3 clusters Score -6824752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106407 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -6824762.500000 Penalty: 1057.551758
	Iteration 22Q: 3 clusters Score -6824762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6824776.500000 Penalty: 1057.551758
	Iteration 23Q: 3 clusters Score -6824776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -6824780.000000 Penalty: 1057.551758
	Iteration 24Q: 3 clusters Score -6824780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -6824781.500000 Penalty: 1057.551758
	Iteration 25Q: 3 clusters Score -6824782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6824783.500000 Penalty: 1057.551758
	Iteration 26Q: 3 clusters Score -6824784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6824776.500000 Penalty: 1057.551758
	Iteration 27Q: 3 clusters Score -6824776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -6824777.500000 Penalty: 1057.551758
	Iteration 28Q: 3 clusters Score -6824778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6824774.500000 Penalty: 1057.551758
	Iteration 29Q: 3 clusters Score -6824774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6824763.500000 Penalty: 1057.551758
	Iteration 30Q: 3 clusters Score -6824764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6824770.500000 Penalty: 1057.551758
	Iteration 31Q: 3 clusters Score -6824770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -6824760.500000 Penalty: 1057.551758
	Iteration 32Q: 3 clusters Score -6824760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6824760.000000 Penalty: 1057.551758
	Iteration 33Q: 3 clusters Score -6824760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -6824764.500000 Penalty: 1057.551758
	Iteration 34Q: 3 clusters Score -6824764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6824756.500000 Penalty: 1057.551758
	Iteration 35Q: 3 clusters Score -6824756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6824764.000000 Penalty: 1057.551758
	Iteration 36Q: 3 clusters Score -6824764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6824758.000000 Penalty: 1057.551758
	Iteration 37Q: 3 clusters Score -6824758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6824751.000000 Penalty: 1057.551758
	Iteration 38Q: 3 clusters Score -6824751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6824752.000000 Penalty: 1057.551758
	Iteration 39Q: 3 clusters Score -6824752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107202 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6824750.500000 Penalty: 1057.551758
	Iteration 40F: 3 clusters Score -6824750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6824750.000000 Penalty: 1057.551758
	Iteration 41Q: 3 clusters Score -6824750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107284 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6824751.000000 Penalty: 1057.551758
	Iteration 42Q: 3 clusters Score -6824751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107322 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6824743.000000 Penalty: 1057.551758
	Iteration 43Q: 3 clusters Score -6824743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6824727.000000 Penalty: 1057.551758
	Iteration 44Q: 3 clusters Score -6824727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6824726.500000 Penalty: 1057.551758
	Iteration 45Q: 3 clusters Score -6824726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6824724.500000 Penalty: 1057.551758
	Iteration 46Q: 3 clusters Score -6824724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107414 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -6824733.500000 Penalty: 1057.551758
	Iteration 47Q: 3 clusters Score -6824734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6824730.000000 Penalty: 1057.551758
	Iteration 48Q: 3 clusters Score -6824730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6824726.000000 Penalty: 1057.551758
	Iteration 49Q: 3 clusters Score -6824726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6824717.000000 Penalty: 1057.551758
	Iteration 50Q: 3 clusters Score -6824717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6824717.500000 Penalty: 1057.551758
	Iteration 51Q: 3 clusters Score -6824718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6824713.500000 Penalty: 1057.551758
	Iteration 52Q: 3 clusters Score -6824714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6824720.000000 Penalty: 1057.551758
	Iteration 53Q: 3 clusters Score -6824720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6824722.500000 Penalty: 1057.551758
	Iteration 54Q: 3 clusters Score -6824722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6824717.500000 Penalty: 1057.551758
	Iteration 55Q: 3 clusters Score -6824718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6824722.000000 Penalty: 1057.551758
	Iteration 56Q: 3 clusters Score -6824722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6824724.500000 Penalty: 1057.551758
	Iteration 57Q: 3 clusters Score -6824724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -6824727.500000 Penalty: 1057.551758
	Iteration 58Q: 3 clusters Score -6824728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6824721.500000 Penalty: 1057.551758
	Iteration 59Q: 3 clusters Score -6824722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107586 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6824724.000000 Penalty: 1057.551758
	Iteration 60F: 3 clusters Score -6824724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6824731.500000 Penalty: 1057.551758
	Iteration 61Q: 3 clusters Score -6824732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -6824730.000000 Penalty: 1057.551758
	Iteration 62Q: 3 clusters Score -6824730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6824730.000000 Penalty: 1057.551758
	Iteration 63Q: 3 clusters Score -6824730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6824726.500000 Penalty: 1057.551758
	Iteration 64Q: 3 clusters Score -6824726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6824733.500000 Penalty: 1057.551758
	Iteration 65Q: 3 clusters Score -6824734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6824733.500000 Penalty: 1057.551758
	Iteration 66F: 3 clusters Score -6824734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -131882.671875 Penalty: 347.208069
	Iteration 0F: 2 clusters Score -131882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -130361.992188 Penalty: 694.416138
	Iteration 0F: 3 clusters Score -130362 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -130930.906250 Penalty: 694.416138
	Iteration 1F: 3 clusters Score -130930.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -131051.093750 Penalty: 694.416138
	Iteration 2F: 3 clusters Score -131051.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -131168.515625 Penalty: 694.416138
	Iteration 3F: 3 clusters Score -131168.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -131315.234375 Penalty: 694.416138
	Iteration 4F: 3 clusters Score -131315.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -131436.828125 Penalty: 694.416138
	Iteration 5F: 3 clusters Score -131436.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -131536.234375 Penalty: 694.416138
	Iteration 6F: 3 clusters Score -131536.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -131596.031250 Penalty: 694.416138
	Iteration 7Q: 3 clusters Score -131596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -131643.718750 Penalty: 694.416138
	Iteration 8Q: 3 clusters Score -131643.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -131659.453125 Penalty: 694.416138
	Iteration 9Q: 3 clusters Score -131659.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -131673.984375 Penalty: 694.416138
	Iteration 10Q: 3 clusters Score -131674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -131679.765625 Penalty: 694.416138
	Iteration 11Q: 3 clusters Score -131679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -131682.546875 Penalty: 694.416138
	Iteration 12Q: 3 clusters Score -131682.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -131685.125000 Penalty: 694.416138
	Iteration 13Q: 3 clusters Score -131685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -131685.359375 Penalty: 694.416138
	Iteration 14Q: 3 clusters Score -131685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -131686.093750 Penalty: 694.416138
	Iteration 15Q: 3 clusters Score -131686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -131686.078125 Penalty: 694.416138
	Iteration 16Q: 3 clusters Score -131686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -131686.062500 Penalty: 694.416138
	Iteration 17Q: 3 clusters Score -131686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -131686.062500 Penalty: 694.416138
	Iteration 18F: 3 clusters Score -131686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -31659.105469 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -31659.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31183.326172 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -31183.33 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31393.892578 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -31393.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31497.476562 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -31497.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31578.117188 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -31578.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31657.150391 Penalty: 569.795776
	Iteration 4F: 3 clusters Score -31657.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31735.404297 Penalty: 569.795776
	Iteration 5F: 3 clusters Score -31735.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31783.347656 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -31783.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31810.849609 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -31810.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31825.843750 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -31825.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31833.599609 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -31833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -31837.822266 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -31837.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31846.318359 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -31846.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31865.484375 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -31865.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31888.167969 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -31888.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -31898.189453 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -31898.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31913.294922 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -31913.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31939.001953 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -31939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31959.208984 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -31959.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -31985.183594 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -31985.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -32006.710938 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -32006.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -32057.535156 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -32057.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32084.353516 Penalty: 569.795776
	Iteration 21Q: 3 clusters Score -32084.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32097.294922 Penalty: 569.795776
	Iteration 22Q: 3 clusters Score -32097.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32097.294922 Penalty: 569.795776
	Iteration 23F: 3 clusters Score -32097.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 427 members 
Entering Unmasked Estep 
Score: -53278712.000000 Penalty: 41165.226562
Splitting cluster 30 changes total score from -53279300.000000 to -53278712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Entering Unmasked Estep 
Score: -307741.531250 Penalty: 388.093018
	Iteration 0F: 2 clusters Score -307741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -304347.437500 Penalty: 776.186035
	Iteration 0F: 3 clusters Score -304347.4 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -305747.062500 Penalty: 776.186035
	Iteration 1F: 3 clusters Score -305747.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -305984.937500 Penalty: 776.186035
	Iteration 2F: 3 clusters Score -305984.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -306261.968750 Penalty: 776.186035
	Iteration 3F: 3 clusters Score -306262 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -306534.250000 Penalty: 776.186035
	Iteration 4F: 3 clusters Score -306534.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -306821.625000 Penalty: 776.186035
	Iteration 5F: 3 clusters Score -306821.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -307028.031250 Penalty: 776.186035
	Iteration 6Q: 3 clusters Score -307028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -307135.156250 Penalty: 776.186035
	Iteration 7Q: 3 clusters Score -307135.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -307201.000000 Penalty: 776.186035
	Iteration 8Q: 3 clusters Score -307201 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -307250.218750 Penalty: 776.186035
	Iteration 9Q: 3 clusters Score -307250.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -307289.062500 Penalty: 776.186035
	Iteration 10Q: 3 clusters Score -307289.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -307318.531250 Penalty: 776.186035
	Iteration 11Q: 3 clusters Score -307318.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -307348.156250 Penalty: 776.186035
	Iteration 12Q: 3 clusters Score -307348.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -307371.562500 Penalty: 776.186035
	Iteration 13Q: 3 clusters Score -307371.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -307387.531250 Penalty: 776.186035
	Iteration 14Q: 3 clusters Score -307387.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -307407.187500 Penalty: 776.186035
	Iteration 15Q: 3 clusters Score -307407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -307416.218750 Penalty: 776.186035
	Iteration 16Q: 3 clusters Score -307416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -307420.531250 Penalty: 776.186035
	Iteration 17Q: 3 clusters Score -307420.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -307422.437500 Penalty: 776.186035
	Iteration 18Q: 3 clusters Score -307422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -307426.375000 Penalty: 776.186035
	Iteration 19Q: 3 clusters Score -307426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -307426.718750 Penalty: 776.186035
	Iteration 20F: 3 clusters Score -307426.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -17686.191406 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -17686.19 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 133 members 
Entering Unmasked Estep 
Score: -17351.421875 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -17351.42 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17504.572266 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -17504.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17638.775391 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -17638.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17725.949219 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -17725.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17753.046875 Penalty: 515.959167
	Iteration 4F: 3 clusters Score -17753.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -17777.841797 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -17777.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -17801.480469 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -17801.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -17821.042969 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -17821.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -17839.677734 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -17839.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -17849.484375 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -17849.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -17853.072266 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -17853.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -17853.072266 Penalty: 515.959167
	Iteration 11F: 3 clusters Score -17853.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 253 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 37 members 
Entering Unmasked Estep 
Score: -53278492.000000 Penalty: 41165.226562
Splitting cluster 32 changes total score from -53279300.000000 to -53278492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 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 298 members 
Entering Unmasked Estep 
Score: -38951.058594 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38951.06 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39138.113281 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39138.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39206.429688 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39206.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39252.050781 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -39252.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39281.621094 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39281.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39299.144531 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39299.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39311.417969 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39311.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39319.101562 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39325.425781 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39325.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39328.562500 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39328.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39332.363281 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39332.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39333.457031 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39333.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39333.933594 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39333.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39333.933594 Penalty: 581.816772
	Iteration 13F: 3 clusters Score -39333.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -10740.604492 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -10740.6 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 93 members 
Entering Unmasked Estep 
Score: -10471.448242 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -10471.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10634.385742 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -10634.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10743.808594 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -10743.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10759.866211 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -10759.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10773.069336 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -10773.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10799.550781 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -10799.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10839.242188 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -10839.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10855.521484 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -10855.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10868.952148 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -10868.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10881.733398 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -10881.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10900.713867 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -10900.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10935.584961 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -10935.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10993.361328 Penalty: 476.998962
	Iteration 12Q: 3 clusters Score -10993.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11104.160156 Penalty: 476.998962
	Iteration 13Q: 3 clusters Score -11104.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11107.808594 Penalty: 476.998962
	Iteration 14Q: 3 clusters Score -11107.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11113.196289 Penalty: 476.998962
	Iteration 15F: 3 clusters Score -11113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11130.046875 Penalty: 476.998962
	Iteration 16Q: 3 clusters Score -11130.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11130.046875 Penalty: 476.998962
	Iteration 17F: 3 clusters Score -11130.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 75 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 114 members 
Entering Unmasked Estep 
Score: -53278664.000000 Penalty: 41165.226562
Splitting cluster 34 changes total score from -53279300.000000 to -53278664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -39188.574219 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -39188.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38621.648438 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -38621.65 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38849.835938 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -38849.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38954.484375 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -38954.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39017.363281 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -39017.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39074.218750 Penalty: 586.560486
	Iteration 4F: 3 clusters Score -39074.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39102.601562 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -39102.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39117.292969 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -39117.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39126.824219 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -39126.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39139.464844 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -39139.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39151.632812 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -39151.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39159.707031 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -39159.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39168.082031 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -39168.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39174.644531 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -39174.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39181.558594 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -39181.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39189.613281 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -39189.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39196.945312 Penalty: 586.560486
	Iteration 15Q: 3 clusters Score -39196.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39201.324219 Penalty: 586.560486
	Iteration 16Q: 3 clusters Score -39201.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39204.609375 Penalty: 586.560486
	Iteration 17Q: 3 clusters Score -39204.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39210.605469 Penalty: 586.560486
	Iteration 18Q: 3 clusters Score -39210.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39220.886719 Penalty: 586.560486
	Iteration 19Q: 3 clusters Score -39220.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39227.492188 Penalty: 586.560486
	Iteration 20F: 3 clusters Score -39227.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39231.367188 Penalty: 586.560486
	Iteration 21Q: 3 clusters Score -39231.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39231.441406 Penalty: 586.560486
	Iteration 22Q: 3 clusters Score -39231.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39231.441406 Penalty: 586.560486
	Iteration 23F: 3 clusters Score -39231.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 502 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 128 members 
Entering Unmasked Estep 
Score: -53278328.000000 Penalty: 41165.226562
Splitting cluster 35 changes total score from -53279300.000000 to -53278328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 107 members 
Entering Unmasked Estep 
Score: -5015.045410 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5015.045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5081.741699 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5081.742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5107.561523 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5107.562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5125.791992 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -5125.792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5131.478516 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5131.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5136.537598 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5136.538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5142.519043 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -5142.519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5152.116699 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -5152.117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5155.368164 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -5155.368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5158.216309 Penalty: 486.586761
	Iteration 9Q: 3 clusters Score -5158.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5160.046387 Penalty: 486.586761
	Iteration 10Q: 3 clusters Score -5160.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5160.046387 Penalty: 486.586761
	Iteration 11F: 3 clusters Score -5160.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -38928.503906 Penalty: 293.711548
	Iteration 0F: 2 clusters Score -38928.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38370.914062 Penalty: 587.423096
	Iteration 0F: 3 clusters Score -38370.91 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38663.621094 Penalty: 587.423096
	Iteration 1F: 3 clusters Score -38663.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38764.738281 Penalty: 587.423096
	Iteration 2F: 3 clusters Score -38764.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38862.781250 Penalty: 587.423096
	Iteration 3F: 3 clusters Score -38862.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38974.394531 Penalty: 587.423096
	Iteration 4F: 3 clusters Score -38974.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39047.566406 Penalty: 587.423096
	Iteration 5F: 3 clusters Score -39047.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39074.492188 Penalty: 587.423096
	Iteration 6Q: 3 clusters Score -39074.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39088.664062 Penalty: 587.423096
	Iteration 7Q: 3 clusters Score -39088.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39103.367188 Penalty: 587.423096
	Iteration 8Q: 3 clusters Score -39103.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39110.402344 Penalty: 587.423096
	Iteration 9Q: 3 clusters Score -39110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39118.410156 Penalty: 587.423096
	Iteration 10Q: 3 clusters Score -39118.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39125.613281 Penalty: 587.423096
	Iteration 11Q: 3 clusters Score -39125.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39129.289062 Penalty: 587.423096
	Iteration 12Q: 3 clusters Score -39129.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39130.953125 Penalty: 587.423096
	Iteration 13Q: 3 clusters Score -39130.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39132.089844 Penalty: 587.423096
	Iteration 14Q: 3 clusters Score -39132.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -39132.457031 Penalty: 587.423096
	Iteration 15Q: 3 clusters Score -39132.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39132.628906 Penalty: 587.423096
	Iteration 16Q: 3 clusters Score -39132.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39132.628906 Penalty: 587.423096
	Iteration 17F: 3 clusters Score -39132.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 232 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 404 members 
Entering Unmasked Estep 
Score: -53278524.000000 Penalty: 41165.226562
Splitting cluster 37 changes total score from -53279300.000000 to -53278524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -9525.911133 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -9525.911 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 77 members 
Entering Unmasked Estep 
Score: -9274.330078 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -9274.33 nChanged 39
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: -9330.944336 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -9330.944 nChanged 18
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: -9365.171875 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -9365.172 nChanged 6
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: -9382.693359 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -9382.693 nChanged 3
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: -9388.945312 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -9388.945 nChanged 3
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: -9393.027344 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -9393.027 nChanged 1
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: -9394.541016 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -9394.541 nChanged 1
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: -9399.901367 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -9399.901 nChanged 0
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: -9399.901367 Penalty: 457.173126
	Iteration 8F: 3 clusters Score -9399.901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 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 170 members 
Entering Unmasked Estep 
Score: -18866.451172 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18866.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18961.056641 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -18961.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18987.464844 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -18987.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19015.613281 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -19015.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19045.226562 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -19045.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19069.292969 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19069.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19112.919922 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19112.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19149.556641 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19149.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19179.816406 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19179.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19186.496094 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19193.937500 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19193.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19208.929688 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -19208.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19220.453125 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -19220.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19233.275391 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -19233.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19268.746094 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -19268.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19334.416016 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -19334.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19357.349609 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -19357.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19358.638672 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -19358.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19360.173828 Penalty: 522.321167
	Iteration 18Q: 3 clusters Score -19360.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19361.892578 Penalty: 522.321167
	Iteration 19Q: 3 clusters Score -19361.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19361.892578 Penalty: 522.321167
	Iteration 20F: 3 clusters Score -19361.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 130 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 181 members 
Entering Unmasked Estep 
Score: -53278436.000000 Penalty: 41165.226562
Splitting cluster 39 changes total score from -53279300.000000 to -53278436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10156.993164 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10156.99 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 99 members 
Entering Unmasked Estep 
Score: -9869.064453 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9869.064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10011.404297 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10011.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10100.970703 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10100.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10143.044922 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10143.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10166.479492 Penalty: 477.479187
	Iteration 4F: 3 clusters Score -10166.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10195.995117 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10197.116211 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10197.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10197.116211 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -10197.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 88 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 102 members 
Entering Unmasked Estep 
Score: -53278332.000000 Penalty: 41165.226562
Splitting cluster 40 changes total score from -53279300.000000 to -53278332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19004.189453 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19004.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18654.039062 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -18654.04 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18762.199219 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -18762.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18808.548828 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -18808.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18850.500000 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -18850.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18883.107422 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -18883.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18899.412109 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -18899.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18911.326172 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -18911.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18914.951172 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -18914.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18916.941406 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -18916.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18918.527344 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -18918.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18918.527344 Penalty: 518.435486
	Iteration 10F: 3 clusters Score -18918.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -4643.714355 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -4643.714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4428.536133 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4428.536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4484.282227 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4484.282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4491.996094 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -4491.996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4495.980957 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -4495.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4497.753418 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -4497.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4498.771484 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -4498.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4498.771484 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -4498.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 74 members 
Entering Unmasked Estep 
Score: -8566.583984 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8566.584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8622.125977 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8622.126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8631.754883 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8631.755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8638.019531 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8638.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8651.096680 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8651.097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8656.074219 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8656.074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8659.974609 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8659.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8660.728516 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8660.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8660.728516 Penalty: 461.270294
	Iteration 8F: 3 clusters Score -8660.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -35863.953125 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -35863.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35329.890625 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -35329.89 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35686.031250 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -35686.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35790.371094 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -35790.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35837.148438 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -35837.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35855.121094 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -35855.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35862.613281 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -35862.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35871.273438 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -35871.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35874.007812 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -35874.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35878.042969 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -35878.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35879.570312 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -35879.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35880.128906 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -35880.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35880.761719 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -35880.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35883.871094 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -35883.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35887.234375 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -35887.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35888.019531 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -35888.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35888.019531 Penalty: 583.922668
	Iteration 15F: 3 clusters Score -35888.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 215 members 
Entering Unmasked Estep 
Score: -53278236.000000 Penalty: 41165.226562
Splitting cluster 44 changes total score from -53279300.000000 to -53278236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -52135.718750 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -52135.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -51462.824219 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -51462.82 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51658.316406 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -51658.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -51708.046875 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -51708.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51734.371094 Penalty: 607.729126
	Iteration 3Q: 3 clusters Score -51734.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -51763.949219 Penalty: 607.729126
	Iteration 4Q: 3 clusters Score -51763.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -51803.203125 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -51803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -51853.871094 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -51853.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -51923.976562 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -51923.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -51976.593750 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -51976.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -52028.792969 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -52028.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -52061.105469 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -52061.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52070.269531 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -52070.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52079.398438 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -52079.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52089.562500 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -52089.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52094.617188 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -52094.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52098.394531 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -52098.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52099.039062 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -52099.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -52100.722656 Penalty: 607.729126
	Iteration 17F: 3 clusters Score -52100.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52101.984375 Penalty: 607.729126
	Iteration 18Q: 3 clusters Score -52101.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52102.339844 Penalty: 607.729126
	Iteration 19Q: 3 clusters Score -52102.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -52102.984375 Penalty: 607.729126
	Iteration 20F: 3 clusters Score -52102.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 102 members 
Entering Unmasked Estep 
Score: -12126.342773 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12126.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12194.525391 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12194.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12213.260742 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12213.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12219.750000 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12219.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12222.521484 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12222.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12222.521484 Penalty: 481.232300
	Iteration 5F: 3 clusters Score -12222.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -4141.961914 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -4141.962 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 49 members 
Entering Unmasked Estep 
Score: -3971.663818 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3971.664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4066.285400 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -4066.285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4082.670166 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -4082.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -8790.125977 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -8790.126 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 80 members 
Entering Unmasked Estep 
Score: -8528.625977 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -8528.626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8594.807617 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -8594.808 nChanged 10
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: -8613.883789 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -8613.884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8624.397461 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -8624.397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8635.389648 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -8635.39 nChanged 1
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: -8636.317383 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -8636.317 nChanged 0
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: -8636.317383 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -8636.317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 84 members 
Entering Unmasked Estep 
Score: -9724.694336 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9724.694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9815.441406 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9815.441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9901.648438 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9901.648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9952.708984 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -9952.709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9969.727539 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9969.728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9990.340820 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9990.341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9996.433594 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -9996.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10008.283203 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -10008.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10013.839844 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -10013.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10013.839844 Penalty: 464.641052
	Iteration 9F: 3 clusters Score -10013.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 57 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 108 members 
Entering Unmasked Estep 
Score: -53278308.000000 Penalty: 41165.226562
Splitting cluster 49 changes total score from -53279300.000000 to -53278308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (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: -32076.541016 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -32076.54 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 224 members 
Entering Unmasked Estep 
Score: -31638.240234 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -31638.24 nChanged 146
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: -31730.464844 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -31730.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31760.097656 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -31760.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31780.576172 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -31780.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31788.724609 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -31788.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31791.798828 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -31791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31796.281250 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -31796.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31798.890625 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -31798.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31799.869141 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -31799.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31800.640625 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -31800.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31801.480469 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -31801.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31802.648438 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -31802.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31802.896484 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -31802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31802.896484 Penalty: 553.273926
	Iteration 13F: 3 clusters Score -31802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16676.638672 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16676.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16352.806641 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16352.81 nChanged 100
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: -16564.628906 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16564.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16628.837891 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16628.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16659.623047 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16659.62 nChanged 6
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: -16680.603516 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16680.6 nChanged 8
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: -16705.154297 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16705.15 nChanged 15
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: -16749.541016 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16749.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16805.341797 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16805.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16809.595703 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16813.896484 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16824.058594 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16824.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16829.818359 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16829.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16830.902344 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16831.804688 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16832.779297 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16832.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16832.779297 Penalty: 520.249512
	Iteration 15F: 3 clusters Score -16832.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 141 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 163 members 
Entering Unmasked Estep 
Score: -53278492.000000 Penalty: 41165.226562
Splitting cluster 51 changes total score from -53279300.000000 to -53278492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -74281.546875 Penalty: 320.859436
	Iteration 0F: 2 clusters Score -74281.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73386.406250 Penalty: 641.718872
	Iteration 0F: 3 clusters Score -73386.41 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73728.804688 Penalty: 641.718872
	Iteration 1F: 3 clusters Score -73728.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73827.703125 Penalty: 641.718872
	Iteration 2F: 3 clusters Score -73827.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73901.445312 Penalty: 641.718872
	Iteration 3F: 3 clusters Score -73901.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73981.625000 Penalty: 641.718872
	Iteration 4F: 3 clusters Score -73981.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74036.867188 Penalty: 641.718872
	Iteration 5F: 3 clusters Score -74036.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74077.203125 Penalty: 641.718872
	Iteration 6Q: 3 clusters Score -74077.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74106.578125 Penalty: 641.718872
	Iteration 7Q: 3 clusters Score -74106.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74131.906250 Penalty: 641.718872
	Iteration 8Q: 3 clusters Score -74131.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74157.203125 Penalty: 641.718872
	Iteration 9Q: 3 clusters Score -74157.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74177.914062 Penalty: 641.718872
	Iteration 10Q: 3 clusters Score -74177.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74186.171875 Penalty: 641.718872
	Iteration 11Q: 3 clusters Score -74186.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74188.695312 Penalty: 641.718872
	Iteration 12Q: 3 clusters Score -74188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74189.648438 Penalty: 641.718872
	Iteration 13Q: 3 clusters Score -74189.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74191.148438 Penalty: 641.718872
	Iteration 14Q: 3 clusters Score -74191.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74193.593750 Penalty: 641.718872
	Iteration 15Q: 3 clusters Score -74193.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74195.812500 Penalty: 641.718872
	Iteration 16Q: 3 clusters Score -74195.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74200.812500 Penalty: 641.718872
	Iteration 17Q: 3 clusters Score -74200.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74202.601562 Penalty: 641.718872
	Iteration 18Q: 3 clusters Score -74202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74203.195312 Penalty: 641.718872
	Iteration 19Q: 3 clusters Score -74203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -74203.343750 Penalty: 641.718872
	Iteration 20F: 3 clusters Score -74203.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74203.554688 Penalty: 641.718872
	Iteration 21Q: 3 clusters Score -74203.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -74203.625000 Penalty: 641.718872
	Iteration 22Q: 3 clusters Score -74203.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74203.710938 Penalty: 641.718872
	Iteration 23Q: 3 clusters Score -74203.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74203.773438 Penalty: 641.718872
	Iteration 24Q: 3 clusters Score -74203.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74203.773438 Penalty: 641.718872
	Iteration 25F: 3 clusters Score -74203.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10245.981445 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10245.98 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 110 members 
Entering Unmasked Estep 
Score: -9984.365234 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9984.365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10077.397461 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10127.271484 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10127.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10188.396484 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -10188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10220.128906 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -10220.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10253.708008 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10253.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10270.719727 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10270.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10271.474609 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -10271.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10275.773438 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -10275.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10275.773438 Penalty: 481.232300
	Iteration 9F: 3 clusters Score -10275.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 56 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 142 members 
Entering Unmasked Estep 
Score: -53278288.000000 Penalty: 41165.226562
Splitting cluster 53 changes total score from -53279300.000000 to -53278288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -71934.875000 Penalty: 319.540497
	Iteration 0F: 2 clusters Score -71934.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -71093.671875 Penalty: 639.080994
	Iteration 0F: 3 clusters Score -71093.67 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -71432.554688 Penalty: 639.080994
	Iteration 1F: 3 clusters Score -71432.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71498.546875 Penalty: 639.080994
	Iteration 2F: 3 clusters Score -71498.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71557.976562 Penalty: 639.080994
	Iteration 3F: 3 clusters Score -71557.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -71614.265625 Penalty: 639.080994
	Iteration 4F: 3 clusters Score -71614.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71675.031250 Penalty: 639.080994
	Iteration 5F: 3 clusters Score -71675.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -71724.218750 Penalty: 639.080994
	Iteration 6Q: 3 clusters Score -71724.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71758.851562 Penalty: 639.080994
	Iteration 7Q: 3 clusters Score -71758.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71778.320312 Penalty: 639.080994
	Iteration 8Q: 3 clusters Score -71778.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -71793.101562 Penalty: 639.080994
	Iteration 9Q: 3 clusters Score -71793.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71807.718750 Penalty: 639.080994
	Iteration 10Q: 3 clusters Score -71807.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71817.812500 Penalty: 639.080994
	Iteration 11Q: 3 clusters Score -71817.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -71826.718750 Penalty: 639.080994
	Iteration 12Q: 3 clusters Score -71826.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -71845.929688 Penalty: 639.080994
	Iteration 13Q: 3 clusters Score -71845.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71862.054688 Penalty: 639.080994
	Iteration 14Q: 3 clusters Score -71862.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -71873.820312 Penalty: 639.080994
	Iteration 15Q: 3 clusters Score -71873.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -71881.101562 Penalty: 639.080994
	Iteration 16Q: 3 clusters Score -71881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71884.789062 Penalty: 639.080994
	Iteration 17Q: 3 clusters Score -71884.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71885.351562 Penalty: 639.080994
	Iteration 18Q: 3 clusters Score -71885.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71885.351562 Penalty: 639.080994
	Iteration 19F: 3 clusters Score -71885.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -21890.582031 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -21890.58 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 179 members 
Entering Unmasked Estep 
Score: -21491.828125 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21491.83 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21619.380859 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21619.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21693.537109 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21693.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21738.509766 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -21738.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21770.994141 Penalty: 533.848572
	Iteration 4F: 3 clusters Score -21770.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21787.437500 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21787.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21805.427734 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21805.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21818.556641 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21818.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21835.916016 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -21835.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21844.568359 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -21844.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21849.767578 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -21849.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21858.765625 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -21858.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21862.927734 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -21862.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21865.740234 Penalty: 533.848572
	Iteration 13Q: 3 clusters Score -21865.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21866.429688 Penalty: 533.848572
	Iteration 14Q: 3 clusters Score -21866.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21867.390625 Penalty: 533.848572
	Iteration 15Q: 3 clusters Score -21867.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21867.917969 Penalty: 533.848572
	Iteration 16Q: 3 clusters Score -21867.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21868.603516 Penalty: 533.848572
	Iteration 17Q: 3 clusters Score -21868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21868.603516 Penalty: 533.848572
	Iteration 18F: 3 clusters Score -21868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -39390.390625 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -39390.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38811.140625 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -38811.14 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39052.757812 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -39052.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39127.589844 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -39127.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39159.074219 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -39159.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39185.453125 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -39185.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39207.199219 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -39207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39220.226562 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -39220.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39230.933594 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -39230.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39237.371094 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -39237.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39240.371094 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -39240.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39247.070312 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -39247.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39262.710938 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -39262.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39288.359375 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -39288.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39310.199219 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -39310.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39325.875000 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -39325.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39331.292969 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -39331.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39335.269531 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -39335.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39339.148438 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -39339.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39343.851562 Penalty: 589.544373
	Iteration 18Q: 3 clusters Score -39343.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39349.250000 Penalty: 589.544373
	Iteration 19Q: 3 clusters Score -39349.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39351.878906 Penalty: 589.544373
	Iteration 20F: 3 clusters Score -39351.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39354.031250 Penalty: 589.544373
	Iteration 21Q: 3 clusters Score -39354.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39354.562500 Penalty: 589.544373
	Iteration 22Q: 3 clusters Score -39354.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39354.746094 Penalty: 589.544373
	Iteration 23Q: 3 clusters Score -39354.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39354.746094 Penalty: 589.544373
	Iteration 24F: 3 clusters Score -39354.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 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 372 members 
Entering Unmasked Estep 
Score: -50058.691406 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50058.69 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50239.312500 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50239.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50277.050781 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50277.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50304.597656 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -50304.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50321.078125 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -50321.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50333.265625 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -50333.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50338.093750 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50338.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50343.230469 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50343.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50354.382812 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50354.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50364.890625 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50364.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50373.421875 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50373.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50382.265625 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50382.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50389.179688 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50389.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50392.023438 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50392.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50396.535156 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50396.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50402.453125 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -50402.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50410.980469 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -50410.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50426.789062 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -50426.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50438.203125 Penalty: 604.821533
	Iteration 18Q: 3 clusters Score -50438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50447.398438 Penalty: 604.821533
	Iteration 19Q: 3 clusters Score -50447.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50453.503906 Penalty: 604.821533
	Iteration 20F: 3 clusters Score -50453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50458.761719 Penalty: 604.821533
	Iteration 21Q: 3 clusters Score -50458.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50464.773438 Penalty: 604.821533
	Iteration 22Q: 3 clusters Score -50464.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50466.660156 Penalty: 604.821533
	Iteration 23Q: 3 clusters Score -50466.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50467.121094 Penalty: 604.821533
	Iteration 24Q: 3 clusters Score -50467.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50467.121094 Penalty: 604.821533
	Iteration 25F: 3 clusters Score -50467.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9735.847656 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9735.848 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 99 members 
Entering Unmasked Estep 
Score: -9488.519531 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9488.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9704.363281 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9704.363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9796.000977 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9796.001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9821.887695 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9821.888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9833.853516 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9833.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9835.924805 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9835.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9835.924805 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -9835.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 94 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 88 members 
Entering Unmasked Estep 
Score: -53278348.000000 Penalty: 41165.226562
Splitting cluster 58 changes total score from -53279300.000000 to -53278348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -97080.390625 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -97080.39 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 807 members 
Entering Unmasked Estep 
Score: -95963.523438 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -95963.52 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -96412.617188 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -96412.62 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -96511.734375 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -96511.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -96634.351562 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -96634.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -96740.132812 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -96740.13 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -96846.835938 Penalty: 667.661255
	Iteration 5F: 3 clusters Score -96846.84 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -96938.351562 Penalty: 667.661255
	Iteration 6F: 3 clusters Score -96938.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -97037.492188 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -97037.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97107.179688 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -97107.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -97164.031250 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -97164.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -97187.304688 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -97187.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -97193.703125 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -97193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -97195.640625 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -97195.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -97195.859375 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -97195.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97196.671875 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -97196.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -97197.515625 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -97197.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -97197.820312 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -97197.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -97197.820312 Penalty: 667.661255
	Iteration 17F: 3 clusters Score -97197.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 778 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 758 members 
Entering Unmasked Estep 
Score: -53278468.000000 Penalty: 41165.226562
Splitting cluster 59 changes total score from -53279300.000000 to -53278468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 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 64 members 
Entering Unmasked Estep 
Score: -2039.588745 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2039.589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2100.986816 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2100.987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2119.766357 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2119.766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2122.307617 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2122.308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2124.959717 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2124.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2124.959717 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -2124.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18029.994141 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18029.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17687.248047 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17687.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17803.105469 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17803.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17828.560547 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17828.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17868.902344 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -17868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17904.808594 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -17904.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17922.806641 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -17922.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17932.003906 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -17932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17933.089844 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -17933.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17934.056641 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -17934.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17937.734375 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -17937.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17942.511719 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -17942.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17946.683594 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -17946.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17947.753906 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -17947.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17947.753906 Penalty: 517.822693
	Iteration 13F: 3 clusters Score -17947.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8522.934570 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8522.935 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 76 members 
Entering Unmasked Estep 
Score: -8285.981445 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8285.981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8413.199219 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8413.199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8467.791016 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -8467.791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8480.662109 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8480.662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8485.097656 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8485.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8501.093750 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -8501.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8501.093750 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -8501.094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -10613.550781 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -10613.55 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 134 members 
Entering Unmasked Estep 
Score: -10280.309570 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -10280.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10401.530273 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -10401.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10448.810547 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -10448.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10468.299805 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -10468.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10476.669922 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -10476.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10487.391602 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -10487.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10491.556641 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -10491.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10492.640625 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -10492.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10494.231445 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -10494.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10494.817383 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -10494.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10495.195312 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -10495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10495.481445 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -10495.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10495.481445 Penalty: 504.611145
	Iteration 12F: 3 clusters Score -10495.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -8484.611328 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8484.611 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: -8239.514648 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8239.515 nChanged 39
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: -8334.241211 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8334.241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8430.704102 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8430.704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8542.475586 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -8542.476 nChanged 5
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: -8598.857422 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8598.857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8632.405273 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8632.405 nChanged 1
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: -8641.532227 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8641.532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8674.540039 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8674.54 nChanged 1
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: -8683.910156 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8683.91 nChanged 0
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: -8683.910156 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -8683.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 71 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 76 members 
Entering Unmasked Estep 
Score: -53278512.000000 Penalty: 41165.226562
Splitting cluster 64 changes total score from -53279300.000000 to -53278512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 134 members 
Entering Unmasked Estep 
Score: -17511.406250 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17511.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17592.544922 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17592.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17613.642578 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17613.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17624.935547 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17624.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17630.537109 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17630.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17635.857422 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -17635.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17637.914062 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -17637.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17637.914062 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -17637.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84632 members 
Mstep: Class 3 contains 96600 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92781 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89983 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110930 members 
Mstep: Class 18 contains 85992 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107171 members 
Mstep: Class 23 contains 79593 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4314 members 
Mstep: Class 28 contains 111463 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279172.000000 Penalty: 40541.507812
Iteration 199Q: 66 clusters Score -5.327917e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 84718 members 
Mstep: Class 3 contains 96497 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92503 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89873 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 111505 members 
Mstep: Class 18 contains 85845 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 106541 members 
Mstep: Class 23 contains 79276 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4341 members 
Mstep: Class 28 contains 112252 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279944.000000 Penalty: 40541.507812
Iteration 200F: 66 clusters Score -5.327994e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 84780 members 
Mstep: Class 3 contains 96402 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 92223 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89712 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2511 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 111774 members 
Mstep: Class 18 contains 85690 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 107491 members 
Mstep: Class 23 contains 77652 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 113113 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5071 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279544.000000 Penalty: 40541.507812
Iteration 201Q: 66 clusters Score -5.327954e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 84883 members 
Mstep: Class 3 contains 96301 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 91937 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89579 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2581 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 111823 members 
Mstep: Class 18 contains 85502 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 108127 members 
Mstep: Class 23 contains 76373 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4413 members 
Mstep: Class 28 contains 114145 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5065 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279492.000000 Penalty: 40541.507812
Iteration 202Q: 66 clusters Score -5.327949e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 84990 members 
Mstep: Class 3 contains 96251 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 91620 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89470 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 111647 members 
Mstep: Class 18 contains 85384 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 108617 members 
Mstep: Class 23 contains 75310 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4452 members 
Mstep: Class 28 contains 115182 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5065 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279436.000000 Penalty: 40541.507812
Iteration 203Q: 66 clusters Score -5.327944e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 85096 members 
Mstep: Class 3 contains 96246 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 91333 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89426 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 111086 members 
Mstep: Class 18 contains 85317 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 109083 members 
Mstep: Class 23 contains 74370 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4472 members 
Mstep: Class 28 contains 116333 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5052 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279748.000000 Penalty: 40541.507812
Iteration 204Q: 66 clusters Score -5.327975e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 85217 members 
Mstep: Class 3 contains 96323 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 91102 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89324 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 110320 members 
Mstep: Class 18 contains 85250 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 109478 members 
Mstep: Class 23 contains 73602 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4484 members 
Mstep: Class 28 contains 117493 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5037 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279496.000000 Penalty: 40541.507812
Iteration 205Q: 66 clusters Score -5.32795e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 85360 members 
Mstep: Class 3 contains 96396 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90917 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89266 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 109484 members 
Mstep: Class 18 contains 85235 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 109885 members 
Mstep: Class 23 contains 72879 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4502 members 
Mstep: Class 28 contains 118486 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279180.000000 Penalty: 40541.507812
Iteration 206Q: 66 clusters Score -5.327918e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 85502 members 
Mstep: Class 3 contains 96509 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90709 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89200 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 108465 members 
Mstep: Class 18 contains 85286 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 110304 members 
Mstep: Class 23 contains 72256 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 119497 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5041 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279460.000000 Penalty: 40541.507812
Iteration 207Q: 66 clusters Score -5.327946e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 85617 members 
Mstep: Class 3 contains 96621 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90560 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89183 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3114 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 107251 members 
Mstep: Class 18 contains 85322 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 110711 members 
Mstep: Class 23 contains 71784 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 4548 members 
Mstep: Class 28 contains 120483 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5050 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279604.000000 Penalty: 40541.507812
Iteration 208Q: 66 clusters Score -5.32796e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 85744 members 
Mstep: Class 3 contains 96761 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90395 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89175 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 105958 members 
Mstep: Class 18 contains 85343 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 111146 members 
Mstep: Class 23 contains 71373 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 4591 members 
Mstep: Class 28 contains 121445 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5047 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279808.000000 Penalty: 40541.507812
Iteration 209Q: 66 clusters Score -5.327981e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 85903 members 
Mstep: Class 3 contains 96870 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90308 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89194 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 104549 members 
Mstep: Class 18 contains 85367 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 111546 members 
Mstep: Class 23 contains 71025 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 4630 members 
Mstep: Class 28 contains 122401 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279688.000000 Penalty: 40541.507812
Iteration 210Q: 66 clusters Score -5.327969e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 86033 members 
Mstep: Class 3 contains 97003 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90235 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89249 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 103054 members 
Mstep: Class 18 contains 85446 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 111997 members 
Mstep: Class 23 contains 70687 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 123270 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5035 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279520.000000 Penalty: 40541.507812
Iteration 211Q: 66 clusters Score -5.327952e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 86113 members 
Mstep: Class 3 contains 97160 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90125 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89291 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 101507 members 
Mstep: Class 18 contains 85552 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112412 members 
Mstep: Class 23 contains 70494 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 124151 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5035 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 440 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279596.000000 Penalty: 40541.507812
Iteration 212Q: 66 clusters Score -5.32796e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 86197 members 
Mstep: Class 3 contains 97283 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89986 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89351 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 99902 members 
Mstep: Class 18 contains 85689 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112789 members 
Mstep: Class 23 contains 70445 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 4754 members 
Mstep: Class 28 contains 124972 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279652.000000 Penalty: 40541.507812
Iteration 213Q: 66 clusters Score -5.327965e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 86273 members 
Mstep: Class 3 contains 97345 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89849 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89450 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 98371 members 
Mstep: Class 18 contains 85798 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113173 members 
Mstep: Class 23 contains 70450 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 4785 members 
Mstep: Class 28 contains 125709 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5016 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279564.000000 Penalty: 40541.507812
Iteration 214Q: 66 clusters Score -5.327956e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 86373 members 
Mstep: Class 3 contains 97364 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89771 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89531 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3719 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 96970 members 
Mstep: Class 18 contains 85892 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113530 members 
Mstep: Class 23 contains 70453 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4824 members 
Mstep: Class 28 contains 126309 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5017 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279544.000000 Penalty: 40541.507812
Iteration 215Q: 66 clusters Score -5.327954e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 86441 members 
Mstep: Class 3 contains 97353 members 
Mstep: Class 4 contains 5139 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89715 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 95683 members 
Mstep: Class 18 contains 85922 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113881 members 
Mstep: Class 23 contains 70497 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 126862 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5010 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53279892.000000 Penalty: 40541.507812
Iteration 216Q: 66 clusters Score -5.327989e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 86537 members 
Mstep: Class 3 contains 97308 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89711 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89738 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3868 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 94452 members 
Mstep: Class 18 contains 85931 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114189 members 
Mstep: Class 23 contains 70536 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4915 members 
Mstep: Class 28 contains 127396 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5001 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280012.000000 Penalty: 40541.507812
Iteration 217Q: 66 clusters Score -5.328001e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 86606 members 
Mstep: Class 3 contains 97297 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89702 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89821 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 3939 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 93363 members 
Mstep: Class 18 contains 85954 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114386 members 
Mstep: Class 23 contains 70606 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 4953 members 
Mstep: Class 28 contains 127864 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5008 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280056.000000 Penalty: 40541.507812
Iteration 218Q: 66 clusters Score -5.328006e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 86668 members 
Mstep: Class 3 contains 97252 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89693 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 89954 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4020 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 92319 members 
Mstep: Class 18 contains 85966 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114535 members 
Mstep: Class 23 contains 70746 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 5001 members 
Mstep: Class 28 contains 128268 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280172.000000 Penalty: 40541.507812
Iteration 219Q: 66 clusters Score -5.328017e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 86708 members 
Mstep: Class 3 contains 97219 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89689 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90086 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 91395 members 
Mstep: Class 18 contains 85994 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114636 members 
Mstep: Class 23 contains 70903 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5035 members 
Mstep: Class 28 contains 128599 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280292.000000 Penalty: 40541.507812
Iteration 220F: 66 clusters Score -5.328029e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 86756 members 
Mstep: Class 3 contains 97159 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89711 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90195 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 90650 members 
Mstep: Class 18 contains 85985 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114711 members 
Mstep: Class 23 contains 71084 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5084 members 
Mstep: Class 28 contains 128815 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5024 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280264.000000 Penalty: 40541.507812
Iteration 221Q: 66 clusters Score -5.328026e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 86771 members 
Mstep: Class 3 contains 97070 members 
Mstep: Class 4 contains 5453 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89787 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90332 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4191 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 90002 members 
Mstep: Class 18 contains 85926 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114731 members 
Mstep: Class 23 contains 71312 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5133 members 
Mstep: Class 28 contains 129001 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5028 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280540.000000 Penalty: 40541.507812
Iteration 222Q: 66 clusters Score -5.328054e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 86804 members 
Mstep: Class 3 contains 97000 members 
Mstep: Class 4 contains 5480 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89871 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90440 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 89448 members 
Mstep: Class 18 contains 85845 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114710 members 
Mstep: Class 23 contains 71549 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5183 members 
Mstep: Class 28 contains 129142 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5023 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53280712.000000 Penalty: 40541.507812
Iteration 223Q: 66 clusters Score -5.328071e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 86847 members 
Mstep: Class 3 contains 96964 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 89962 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90500 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88981 members 
Mstep: Class 18 contains 85796 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114644 members 
Mstep: Class 23 contains 71748 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5248 members 
Mstep: Class 28 contains 129229 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281020.000000 Penalty: 40541.507812
Iteration 224Q: 66 clusters Score -5.328102e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 86858 members 
Mstep: Class 3 contains 96869 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90073 members 
Mstep: Class 8 contains 955 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90599 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88595 members 
Mstep: Class 18 contains 85812 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114545 members 
Mstep: Class 23 contains 71922 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5299 members 
Mstep: Class 28 contains 129289 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5016 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281364.000000 Penalty: 40541.507812
Iteration 225Q: 66 clusters Score -5.328136e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 86849 members 
Mstep: Class 3 contains 96800 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90153 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90731 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88352 members 
Mstep: Class 18 contains 85850 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114398 members 
Mstep: Class 23 contains 72109 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5351 members 
Mstep: Class 28 contains 129193 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281656.000000 Penalty: 40541.507812
Iteration 226Q: 66 clusters Score -5.328166e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 86841 members 
Mstep: Class 3 contains 96746 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90204 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90830 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88128 members 
Mstep: Class 18 contains 85860 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114276 members 
Mstep: Class 23 contains 72335 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5407 members 
Mstep: Class 28 contains 129099 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53281952.000000 Penalty: 40541.507812
Iteration 227Q: 66 clusters Score -5.328195e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 86801 members 
Mstep: Class 3 contains 96691 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90253 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 90951 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87905 members 
Mstep: Class 18 contains 85844 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114162 members 
Mstep: Class 23 contains 72566 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5450 members 
Mstep: Class 28 contains 129040 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 5007 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282040.000000 Penalty: 40541.507812
Iteration 228Q: 66 clusters Score -5.328204e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 86789 members 
Mstep: Class 3 contains 96611 members 
Mstep: Class 4 contains 5664 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90311 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91064 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87724 members 
Mstep: Class 18 contains 85819 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 114017 members 
Mstep: Class 23 contains 72837 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5494 members 
Mstep: Class 28 contains 128937 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4996 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282280.000000 Penalty: 40541.507812
Iteration 229Q: 66 clusters Score -5.328228e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 86788 members 
Mstep: Class 3 contains 96464 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90336 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91203 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4456 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87656 members 
Mstep: Class 18 contains 85741 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113871 members 
Mstep: Class 23 contains 73135 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5537 members 
Mstep: Class 28 contains 128815 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4995 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282496.000000 Penalty: 40541.507812
Iteration 230Q: 66 clusters Score -5.32825e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 86753 members 
Mstep: Class 3 contains 96382 members 
Mstep: Class 4 contains 5706 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90344 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91309 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4483 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 85709 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113717 members 
Mstep: Class 23 contains 73399 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5577 members 
Mstep: Class 28 contains 128638 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4988 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282672.000000 Penalty: 40541.507812
Iteration 231Q: 66 clusters Score -5.328267e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 86717 members 
Mstep: Class 3 contains 96311 members 
Mstep: Class 4 contains 5732 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90383 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91392 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87680 members 
Mstep: Class 18 contains 85665 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113537 members 
Mstep: Class 23 contains 73671 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5626 members 
Mstep: Class 28 contains 128449 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282864.000000 Penalty: 40541.507812
Iteration 232Q: 66 clusters Score -5.328286e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 86666 members 
Mstep: Class 3 contains 96188 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90420 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91467 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87777 members 
Mstep: Class 18 contains 85583 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113364 members 
Mstep: Class 23 contains 74005 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 128207 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53282988.000000 Penalty: 40541.507812
Iteration 233Q: 66 clusters Score -5.328299e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 86607 members 
Mstep: Class 3 contains 96075 members 
Mstep: Class 4 contains 5782 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90432 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91528 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 87905 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113183 members 
Mstep: Class 23 contains 74353 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5704 members 
Mstep: Class 28 contains 127971 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4980 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283108.000000 Penalty: 40541.507812
Iteration 234Q: 66 clusters Score -5.328311e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 86547 members 
Mstep: Class 3 contains 95999 members 
Mstep: Class 4 contains 5801 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90471 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88028 members 
Mstep: Class 18 contains 85431 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 113013 members 
Mstep: Class 23 contains 74689 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5744 members 
Mstep: Class 28 contains 127716 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4981 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283316.000000 Penalty: 40541.507812
Iteration 235Q: 66 clusters Score -5.328332e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 86490 members 
Mstep: Class 3 contains 95974 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90501 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91565 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88145 members 
Mstep: Class 18 contains 85363 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112801 members 
Mstep: Class 23 contains 75008 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5788 members 
Mstep: Class 28 contains 127516 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4982 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283456.000000 Penalty: 40541.507812
Iteration 236Q: 66 clusters Score -5.328346e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 86416 members 
Mstep: Class 3 contains 95909 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90545 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91568 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88274 members 
Mstep: Class 18 contains 85339 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112631 members 
Mstep: Class 23 contains 75296 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5823 members 
Mstep: Class 28 contains 127300 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4987 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283640.000000 Penalty: 40541.507812
Iteration 237Q: 66 clusters Score -5.328364e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 86372 members 
Mstep: Class 3 contains 95874 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90537 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91559 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88342 members 
Mstep: Class 18 contains 85282 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112489 members 
Mstep: Class 23 contains 75589 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5860 members 
Mstep: Class 28 contains 127152 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4991 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1535 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53283776.000000 Penalty: 40541.507812
Iteration 238Q: 66 clusters Score -5.328378e+07 nChanged 2877
Entering ConstructFrom: 
Score: -53283776.000000 Penalty: 40541.507812
Entering ConstructFrom: 
Trying to split cluster 1 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -65112.589844 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -65112.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -64237.339844 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -64237.34 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64504.585938 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -64504.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64594.515625 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -64594.52 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64702.429688 Penalty: 634.932617
	Iteration 3F: 3 clusters Score -64702.43 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64803.167969 Penalty: 634.932617
	Iteration 4F: 3 clusters Score -64803.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64881.765625 Penalty: 634.932617
	Iteration 5F: 3 clusters Score -64881.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64922.683594 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -64922.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64952.273438 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -64952.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64963.097656 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -64963.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -64971.078125 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -64971.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64974.031250 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -64974.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64975.785156 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -64975.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64979.074219 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -64979.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64983.300781 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -64983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64989.949219 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -64989.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64993.199219 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -64993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64994.375000 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -64994.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64994.921875 Penalty: 634.932617
	Iteration 17Q: 3 clusters Score -64994.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64995.363281 Penalty: 634.932617
	Iteration 18Q: 3 clusters Score -64995.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64997.832031 Penalty: 634.932617
	Iteration 19Q: 3 clusters Score -64997.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64998.589844 Penalty: 634.932617
	Iteration 20F: 3 clusters Score -64998.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64999.746094 Penalty: 634.932617
	Iteration 21Q: 3 clusters Score -64999.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65002.695312 Penalty: 634.932617
	Iteration 22Q: 3 clusters Score -65002.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -65002.964844 Penalty: 634.932617
	Iteration 23Q: 3 clusters Score -65002.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -65002.964844 Penalty: 634.932617
	Iteration 24F: 3 clusters Score -65002.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Entering Unmasked Estep 
Score: -5273321.000000 Penalty: 517.133545
	Iteration 0F: 2 clusters Score -5273321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -5215505.000000 Penalty: 1034.267090
	Iteration 0F: 3 clusters Score -5215505 nChanged 42198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5241109.500000 Penalty: 1034.267090
	Iteration 1F: 3 clusters Score -5241110 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -5242995.500000 Penalty: 1034.267090
	Iteration 2F: 3 clusters Score -5242996 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -5245750.000000 Penalty: 1034.267090
	Iteration 3F: 3 clusters Score -5245750 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -5249562.500000 Penalty: 1034.267090
	Iteration 4F: 3 clusters Score -5249562 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -5254944.500000 Penalty: 1034.267090
	Iteration 5F: 3 clusters Score -5254944 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -5260457.500000 Penalty: 1034.267090
	Iteration 6F: 3 clusters Score -5260458 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -5263987.000000 Penalty: 1034.267090
	Iteration 7Q: 3 clusters Score -5263987 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -5265494.000000 Penalty: 1034.267090
	Iteration 8Q: 3 clusters Score -5265494 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -5266482.000000 Penalty: 1034.267090
	Iteration 9Q: 3 clusters Score -5266482 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -5267271.000000 Penalty: 1034.267090
	Iteration 10Q: 3 clusters Score -5267271 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -5267965.500000 Penalty: 1034.267090
	Iteration 11Q: 3 clusters Score -5267966 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -5268596.000000 Penalty: 1034.267090
	Iteration 12Q: 3 clusters Score -5268596 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -5269182.000000 Penalty: 1034.267090
	Iteration 13Q: 3 clusters Score -5269182 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -5269712.500000 Penalty: 1034.267090
	Iteration 14Q: 3 clusters Score -5269712 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -5270201.500000 Penalty: 1034.267090
	Iteration 15Q: 3 clusters Score -5270202 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -5270597.000000 Penalty: 1034.267090
	Iteration 16Q: 3 clusters Score -5270597 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -5270959.500000 Penalty: 1034.267090
	Iteration 17Q: 3 clusters Score -5270960 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -5271227.500000 Penalty: 1034.267090
	Iteration 18Q: 3 clusters Score -5271228 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -5271509.000000 Penalty: 1034.267090
	Iteration 19Q: 3 clusters Score -5271509 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -5271710.500000 Penalty: 1034.267090
	Iteration 20F: 3 clusters Score -5271710 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -5271871.000000 Penalty: 1034.267090
	Iteration 21Q: 3 clusters Score -5271871 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -5272026.500000 Penalty: 1034.267090
	Iteration 22Q: 3 clusters Score -5272026 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -5272176.000000 Penalty: 1034.267090
	Iteration 23Q: 3 clusters Score -5272176 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -5272311.000000 Penalty: 1034.267090
	Iteration 24Q: 3 clusters Score -5272311 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -5272421.000000 Penalty: 1034.267090
	Iteration 25Q: 3 clusters Score -5272421 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -5272498.000000 Penalty: 1034.267090
	Iteration 26Q: 3 clusters Score -5272498 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -5272566.000000 Penalty: 1034.267090
	Iteration 27Q: 3 clusters Score -5272566 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -5272640.000000 Penalty: 1034.267090
	Iteration 28Q: 3 clusters Score -5272640 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -5272714.000000 Penalty: 1034.267090
	Iteration 29Q: 3 clusters Score -5272714 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -5272760.000000 Penalty: 1034.267090
	Iteration 30Q: 3 clusters Score -5272760 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -5272808.500000 Penalty: 1034.267090
	Iteration 31Q: 3 clusters Score -5272808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -5272857.000000 Penalty: 1034.267090
	Iteration 32Q: 3 clusters Score -5272857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -5272872.500000 Penalty: 1034.267090
	Iteration 33Q: 3 clusters Score -5272872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -5272887.000000 Penalty: 1034.267090
	Iteration 34Q: 3 clusters Score -5272887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -5272913.500000 Penalty: 1034.267090
	Iteration 35Q: 3 clusters Score -5272914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -5272920.000000 Penalty: 1034.267090
	Iteration 36Q: 3 clusters Score -5272920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -5272932.000000 Penalty: 1034.267090
	Iteration 37Q: 3 clusters Score -5272932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -5272944.500000 Penalty: 1034.267090
	Iteration 38Q: 3 clusters Score -5272944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -5272966.000000 Penalty: 1034.267090
	Iteration 39Q: 3 clusters Score -5272966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -5272963.000000 Penalty: 1034.267090
	Iteration 40F: 3 clusters Score -5272963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -5272968.000000 Penalty: 1034.267090
	Iteration 41Q: 3 clusters Score -5272968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -5272973.500000 Penalty: 1034.267090
	Iteration 42Q: 3 clusters Score -5272974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -5272977.500000 Penalty: 1034.267090
	Iteration 43Q: 3 clusters Score -5272978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -5272972.500000 Penalty: 1034.267090
	Iteration 44Q: 3 clusters Score -5272972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -5272974.500000 Penalty: 1034.267090
	Iteration 45Q: 3 clusters Score -5272974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -5272976.000000 Penalty: 1034.267090
	Iteration 46Q: 3 clusters Score -5272976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -5272974.000000 Penalty: 1034.267090
	Iteration 47Q: 3 clusters Score -5272974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -5272977.500000 Penalty: 1034.267090
	Iteration 48Q: 3 clusters Score -5272978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -5272980.000000 Penalty: 1034.267090
	Iteration 49Q: 3 clusters Score -5272980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -5272977.500000 Penalty: 1034.267090
	Iteration 50Q: 3 clusters Score -5272978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -5272977.000000 Penalty: 1034.267090
	Iteration 51Q: 3 clusters Score -5272977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -5272977.000000 Penalty: 1034.267090
	Iteration 52F: 3 clusters Score -5272977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Entering Unmasked Estep 
Score: -5922014.500000 Penalty: 521.893921
	Iteration 0F: 2 clusters Score -5922014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -5861489.500000 Penalty: 1043.787842
	Iteration 0F: 3 clusters Score -5861490 nChanged 47006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -5894988.000000 Penalty: 1043.787842
	Iteration 1F: 3 clusters Score -5894988 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -5901220.500000 Penalty: 1043.787842
	Iteration 2F: 3 clusters Score -5901220 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -5908712.500000 Penalty: 1043.787842
	Iteration 3F: 3 clusters Score -5908712 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -5914724.500000 Penalty: 1043.787842
	Iteration 4F: 3 clusters Score -5914724 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -5917317.500000 Penalty: 1043.787842
	Iteration 5F: 3 clusters Score -5917318 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -5918233.500000 Penalty: 1043.787842
	Iteration 6Q: 3 clusters Score -5918234 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -5918757.500000 Penalty: 1043.787842
	Iteration 7Q: 3 clusters Score -5918758 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -5919146.500000 Penalty: 1043.787842
	Iteration 8Q: 3 clusters Score -5919146 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -5919407.000000 Penalty: 1043.787842
	Iteration 9Q: 3 clusters Score -5919407 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -5919491.000000 Penalty: 1043.787842
	Iteration 10Q: 3 clusters Score -5919491 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -5919549.000000 Penalty: 1043.787842
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5919574 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5919544 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5919505 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5919423 nChanged 574
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5919319 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5919190 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5919078 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5918954 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -5918831.500000 Penalty: 1043.787842
	Iteration 20F: 3 clusters Score -5918832 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5918724 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5918598 nChanged 728
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Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5918506 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5918369 nChanged 775
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5918174 nChanged 850
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Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5918042 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5917888 nChanged 969
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5917749 nChanged 1033
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5917643 nChanged 1077
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5917518 nChanged 1096
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5917348 nChanged 1081
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Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5917265 nChanged 1098
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5917140 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5917027 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5916993 nChanged 1435
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Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5916943 nChanged 1458
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Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5916880 nChanged 1448
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Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5916902 nChanged 1423
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Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5916892 nChanged 1390
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Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5916982 nChanged 1313
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Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5917030 nChanged 1303
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Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5917045 nChanged 1267
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Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5917056 nChanged 1312
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Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5917146 nChanged 1202
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Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5917222 nChanged 1059
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Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5917327 nChanged 1004
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Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5917468 nChanged 921
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5917530 nChanged 783
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5917608 nChanged 803
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5917672 nChanged 837
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Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 36074 members 
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	Iteration 51Q: 3 clusters Score -5917759 nChanged 886
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Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5917802 nChanged 893
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5917912 nChanged 902
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Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5918005 nChanged 880
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Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5918075 nChanged 986
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Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5918176 nChanged 982
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Mstep: Class 1 contains 65082 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5918208 nChanged 971
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Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 29764 members 
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	Iteration 58Q: 3 clusters Score -5918305 nChanged 1016
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 28748 members 
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	Iteration 59Q: 3 clusters Score -5918424 nChanged 1066
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Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 27682 members 
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	Iteration 60F: 3 clusters Score -5918550 nChanged 1099
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Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5918642 nChanged 1106
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Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 25477 members 
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	Iteration 62Q: 3 clusters Score -5918777 nChanged 1137
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Mstep: Class 1 contains 71477 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5918922 nChanged 1221
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Mstep: Class 1 contains 72698 members 
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	Iteration 64Q: 3 clusters Score -5919058 nChanged 1299
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Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5919246 nChanged 1309
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Mstep: Class 1 contains 75306 members 
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	Iteration 66Q: 3 clusters Score -5919486 nChanged 1465
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Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5919930 nChanged 1321
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Mstep: Class 1 contains 78092 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5920312 nChanged 1215
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	Iteration 69Q: 3 clusters Score -5920589 nChanged 1096
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Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 15416 members 
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	Iteration 70Q: 3 clusters Score -5920860 nChanged 1001
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Mstep: Class 1 contains 81400 members 
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	Iteration 71Q: 3 clusters Score -5921050 nChanged 988
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Mstep: Class 1 contains 82386 members 
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	Iteration 72Q: 3 clusters Score -5921218 nChanged 897
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Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 12536 members 
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	Iteration 73Q: 3 clusters Score -5921387 nChanged 835
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Mstep: Class 1 contains 84112 members 
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	Iteration 74Q: 3 clusters Score -5921530 nChanged 809
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Mstep: Class 1 contains 84917 members 
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	Iteration 75Q: 3 clusters Score -5921654 nChanged 695
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5921724 nChanged 632
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	Iteration 77Q: 3 clusters Score -5921742 nChanged 594
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Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5921763 nChanged 537
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Mstep: Class 1 contains 87359 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5921792 nChanged 490
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Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 7970 members 
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	Iteration 80F: 3 clusters Score -5921829 nChanged 423
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Mstep: Class 1 contains 88262 members 
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	Iteration 81Q: 3 clusters Score -5921873 nChanged 401
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Mstep: Class 1 contains 88655 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5921966 nChanged 399
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Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 6777 members 
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	Iteration 83Q: 3 clusters Score -5921997 nChanged 348
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	Iteration 84Q: 3 clusters Score -5922034 nChanged 304
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Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5922025 nChanged 278
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Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5922076 nChanged 234
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Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 5671 members 
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	Iteration 87Q: 3 clusters Score -5922061 nChanged 202
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5922056 nChanged 192
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	Iteration 89Q: 3 clusters Score -5922072 nChanged 179
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Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 5116 members 
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	Iteration 90Q: 3 clusters Score -5922103 nChanged 159
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Mstep: Class 2 contains 4963 members 
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	Iteration 91Q: 3 clusters Score -5922125 nChanged 141
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Mstep: Class 1 contains 90979 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5922146 nChanged 138
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Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5922142 nChanged 111
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Mstep: Class 1 contains 91196 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5922158 nChanged 108
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Mstep: Class 1 contains 91284 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5922164 nChanged 94
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Mstep: Class 1 contains 91360 members 
Mstep: Class 2 contains 4457 members 
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	Iteration 96Q: 3 clusters Score -5922157 nChanged 88
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Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5922151.500000 Penalty: 1043.787842
	Iteration 97Q: 3 clusters Score -5922152 nChanged 86
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Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5922140 nChanged 84
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Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5922130 nChanged 77
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Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5922143.000000 Penalty: 1043.787842
	Iteration 100F: 3 clusters Score -5922143 nChanged 59
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Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5922134 nChanged 63
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Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5922125 nChanged 47
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5922112 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5922116 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5922124 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5922126 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5922133.000000 Penalty: 1043.787842
	Iteration 107Q: 3 clusters Score -5922133 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5922136 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5922138.000000 Penalty: 1043.787842
	Iteration 109Q: 3 clusters Score -5922138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5922144.500000 Penalty: 1043.787842
	Iteration 110Q: 3 clusters Score -5922144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92037 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5922136 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5922136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5922139.500000 Penalty: 1043.787842
	Iteration 113Q: 3 clusters Score -5922140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5922140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5922137.000000 Penalty: 1043.787842
	Iteration 115Q: 3 clusters Score -5922137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5922135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5922131.500000 Penalty: 1043.787842
	Iteration 117Q: 3 clusters Score -5922132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5922135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5922130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5922122.000000 Penalty: 1043.787842
	Iteration 120F: 3 clusters Score -5922122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5922125.000000 Penalty: 1043.787842
	Iteration 121Q: 3 clusters Score -5922125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5922126.500000 Penalty: 1043.787842
	Iteration 122Q: 3 clusters Score -5922126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -5922130.500000 Penalty: 1043.787842
	Iteration 123Q: 3 clusters Score -5922130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5922131.500000 Penalty: 1043.787842
	Iteration 124Q: 3 clusters Score -5922132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5922120.000000 Penalty: 1043.787842
	Iteration 125Q: 3 clusters Score -5922120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5922124.500000 Penalty: 1043.787842
	Iteration 126Q: 3 clusters Score -5922124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5922118.500000 Penalty: 1043.787842
	Iteration 127Q: 3 clusters Score -5922118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5922118.000000 Penalty: 1043.787842
	Iteration 128Q: 3 clusters Score -5922118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5922119.500000 Penalty: 1043.787842
	Iteration 129Q: 3 clusters Score -5922120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5922113.000000 Penalty: 1043.787842
	Iteration 130Q: 3 clusters Score -5922113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5922115.000000 Penalty: 1043.787842
	Iteration 131Q: 3 clusters Score -5922115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5922119.000000 Penalty: 1043.787842
	Iteration 132Q: 3 clusters Score -5922119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5922115.000000 Penalty: 1043.787842
	Iteration 133Q: 3 clusters Score -5922115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5922111.500000 Penalty: 1043.787842
	Iteration 134Q: 3 clusters Score -5922112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5922111.000000 Penalty: 1043.787842
	Iteration 135Q: 3 clusters Score -5922111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5922114.000000 Penalty: 1043.787842
	Iteration 136Q: 3 clusters Score -5922114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5922108.000000 Penalty: 1043.787842
	Iteration 137Q: 3 clusters Score -5922108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5922104.500000 Penalty: 1043.787842
	Iteration 138Q: 3 clusters Score -5922104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5922105.000000 Penalty: 1043.787842
	Iteration 139Q: 3 clusters Score -5922105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5922105.500000 Penalty: 1043.787842
	Iteration 140F: 3 clusters Score -5922106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5922106.500000 Penalty: 1043.787842
	Iteration 141Q: 3 clusters Score -5922106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5922105.500000 Penalty: 1043.787842
	Iteration 142Q: 3 clusters Score -5922106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5922101.000000 Penalty: 1043.787842
	Iteration 143Q: 3 clusters Score -5922101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5922099.500000 Penalty: 1043.787842
	Iteration 144Q: 3 clusters Score -5922100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5922096.000000 Penalty: 1043.787842
	Iteration 145Q: 3 clusters Score -5922096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5922095.500000 Penalty: 1043.787842
	Iteration 146Q: 3 clusters Score -5922096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5922099.500000 Penalty: 1043.787842
	Iteration 147Q: 3 clusters Score -5922100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5922105.000000 Penalty: 1043.787842
	Iteration 148Q: 3 clusters Score -5922105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5922107.500000 Penalty: 1043.787842
	Iteration 149Q: 3 clusters Score -5922108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5922109.500000 Penalty: 1043.787842
	Iteration 150Q: 3 clusters Score -5922110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5922108.500000 Penalty: 1043.787842
	Iteration 151Q: 3 clusters Score -5922108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5922110.500000 Penalty: 1043.787842
	Iteration 152Q: 3 clusters Score -5922110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5922111.000000 Penalty: 1043.787842
	Iteration 153Q: 3 clusters Score -5922111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5922107.000000 Penalty: 1043.787842
	Iteration 154Q: 3 clusters Score -5922107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5922109.000000 Penalty: 1043.787842
	Iteration 155Q: 3 clusters Score -5922109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5922106.500000 Penalty: 1043.787842
	Iteration 156Q: 3 clusters Score -5922106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5922106.500000 Penalty: 1043.787842
	Iteration 157Q: 3 clusters Score -5922106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5922106.000000 Penalty: 1043.787842
	Iteration 158Q: 3 clusters Score -5922106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5922105.500000 Penalty: 1043.787842
	Iteration 159Q: 3 clusters Score -5922106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5922106.000000 Penalty: 1043.787842
	Iteration 160F: 3 clusters Score -5922106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5922104.000000 Penalty: 1043.787842
	Iteration 161Q: 3 clusters Score -5922104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5922108.000000 Penalty: 1043.787842
	Iteration 162Q: 3 clusters Score -5922108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5922110.000000 Penalty: 1043.787842
	Iteration 163Q: 3 clusters Score -5922110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5922107.000000 Penalty: 1043.787842
	Iteration 164Q: 3 clusters Score -5922107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5922107.000000 Penalty: 1043.787842
	Iteration 165Q: 3 clusters Score -5922107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5922107.500000 Penalty: 1043.787842
	Iteration 166Q: 3 clusters Score -5922108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5922109.500000 Penalty: 1043.787842
	Iteration 167Q: 3 clusters Score -5922110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5922110.000000 Penalty: 1043.787842
	Iteration 168Q: 3 clusters Score -5922110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5922106.500000 Penalty: 1043.787842
	Iteration 169Q: 3 clusters Score -5922106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5922102.000000 Penalty: 1043.787842
	Iteration 170Q: 3 clusters Score -5922102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5922102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5922107.500000 Penalty: 1043.787842
	Iteration 172Q: 3 clusters Score -5922108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5922111.000000 Penalty: 1043.787842
	Iteration 173Q: 3 clusters Score -5922111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5922111.000000 Penalty: 1043.787842
	Iteration 174F: 3 clusters Score -5922111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 92373 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91527 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 3444 members 
Entering Unmasked Estep 
Score: -53283772.000000 Penalty: 41165.226562
Splitting cluster 3 changes total score from -53283776.000000 to -53283772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5818 members 
Entering Unmasked Estep 
Score: -360573.062500 Penalty: 394.426392
	Iteration 0F: 2 clusters Score -360573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -356690 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -358076.031250 Penalty: 788.852783
	Iteration 1F: 3 clusters Score -358076 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -358334.437500 Penalty: 788.852783
	Iteration 2F: 3 clusters Score -358334.4 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -358708.593750 Penalty: 788.852783
	Iteration 3F: 3 clusters Score -358708.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -359162.125000 Penalty: 788.852783
	Iteration 4F: 3 clusters Score -359162.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -359652.312500 Penalty: 788.852783
	Iteration 5F: 3 clusters Score -359652.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -360149.031250 Penalty: 788.852783
	Iteration 6F: 3 clusters Score -360149 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -360426.968750 Penalty: 788.852783
	Iteration 7F: 3 clusters Score -360427 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -360506.250000 Penalty: 788.852783
	Iteration 8Q: 3 clusters Score -360506.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -360541.343750 Penalty: 788.852783
	Iteration 9Q: 3 clusters Score -360541.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -360558.468750 Penalty: 788.852783
	Iteration 10Q: 3 clusters Score -360558.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -360564.281250 Penalty: 788.852783
	Iteration 11Q: 3 clusters Score -360564.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -360570.781250 Penalty: 788.852783
	Iteration 12Q: 3 clusters Score -360570.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -360574.125000 Penalty: 788.852783
	Iteration 13Q: 3 clusters Score -360574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -360576.312500 Penalty: 788.852783
	Iteration 14Q: 3 clusters Score -360576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -360577.093750 Penalty: 788.852783
	Iteration 15Q: 3 clusters Score -360577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -360577.437500 Penalty: 788.852783
	Iteration 16Q: 3 clusters Score -360577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -360579.250000 Penalty: 788.852783
	Iteration 17Q: 3 clusters Score -360579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -360580.437500 Penalty: 788.852783
	Iteration 18Q: 3 clusters Score -360580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -360581.812500 Penalty: 788.852783
	Iteration 19Q: 3 clusters Score -360581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -360582.656250 Penalty: 788.852783
	Iteration 20F: 3 clusters Score -360582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -360583.562500 Penalty: 788.852783
	Iteration 21Q: 3 clusters Score -360583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -360584.156250 Penalty: 788.852783
	Iteration 22Q: 3 clusters Score -360584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -360586.187500 Penalty: 788.852783
	Iteration 23Q: 3 clusters Score -360586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -360586.906250 Penalty: 788.852783
	Iteration 24Q: 3 clusters Score -360586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -360586.562500 Penalty: 788.852783
	Iteration 25Q: 3 clusters Score -360586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -360586.750000 Penalty: 788.852783
	Iteration 26Q: 3 clusters Score -360586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -360586.875000 Penalty: 788.852783
	Iteration 27Q: 3 clusters Score -360586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -360587.062500 Penalty: 788.852783
	Iteration 28Q: 3 clusters Score -360587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -360587.125000 Penalty: 788.852783
	Iteration 29Q: 3 clusters Score -360587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -360588.187500 Penalty: 788.852783
	Iteration 30Q: 3 clusters Score -360588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -360588.343750 Penalty: 788.852783
	Iteration 31Q: 3 clusters Score -360588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -360588.406250 Penalty: 788.852783
	Iteration 32Q: 3 clusters Score -360588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -360589.781250 Penalty: 788.852783
	Iteration 33Q: 3 clusters Score -360589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -360591.593750 Penalty: 788.852783
	Iteration 34Q: 3 clusters Score -360591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -360592.812500 Penalty: 788.852783
	Iteration 35Q: 3 clusters Score -360592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -360593.781250 Penalty: 788.852783
	Iteration 36Q: 3 clusters Score -360593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -360594.406250 Penalty: 788.852783
	Iteration 37Q: 3 clusters Score -360594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -360596.000000 Penalty: 788.852783
	Iteration 38Q: 3 clusters Score -360596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -360597.375000 Penalty: 788.852783
	Iteration 39Q: 3 clusters Score -360597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -360598.250000 Penalty: 788.852783
	Iteration 40F: 3 clusters Score -360598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -360598.843750 Penalty: 788.852783
	Iteration 41Q: 3 clusters Score -360598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -360598.625000 Penalty: 788.852783
	Iteration 42Q: 3 clusters Score -360598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -360598.593750 Penalty: 788.852783
	Iteration 43Q: 3 clusters Score -360598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -360598.812500 Penalty: 788.852783
	Iteration 44Q: 3 clusters Score -360598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -360599.531250 Penalty: 788.852783
	Iteration 45Q: 3 clusters Score -360599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -360599.531250 Penalty: 788.852783
	Iteration 46F: 3 clusters Score -360599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91527 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 4850 members 
Entering Unmasked Estep 
Score: -53283748.000000 Penalty: 41165.226562
Splitting cluster 4 changes total score from -53283776.000000 to -53283748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -79335.898438 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -79335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -78342.007812 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -78342.01 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78790.046875 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -78790.05 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78982.718750 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -78982.72 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79092.742188 Penalty: 652.550842
	Iteration 3F: 3 clusters Score -79092.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79164.492188 Penalty: 652.550842
	Iteration 4F: 3 clusters Score -79164.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79212.421875 Penalty: 652.550842
	Iteration 5Q: 3 clusters Score -79212.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79241.093750 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -79241.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79260.039062 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -79260.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -79271.015625 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -79271.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -79281.156250 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -79281.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -79290.960938 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -79290.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -79305.984375 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -79305.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -79321.523438 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -79321.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -79338.648438 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -79338.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -79357.906250 Penalty: 652.550842
	Iteration 14Q: 3 clusters Score -79357.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -79377.796875 Penalty: 652.550842
	Iteration 15Q: 3 clusters Score -79377.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -79407.210938 Penalty: 652.550842
	Iteration 16Q: 3 clusters Score -79407.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -79442.445312 Penalty: 652.550842
	Iteration 17Q: 3 clusters Score -79442.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79472.109375 Penalty: 652.550842
	Iteration 18Q: 3 clusters Score -79472.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -79492.218750 Penalty: 652.550842
	Iteration 19Q: 3 clusters Score -79492.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -79510.437500 Penalty: 652.550842
	Iteration 20F: 3 clusters Score -79510.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -79543.960938 Penalty: 652.550842
	Iteration 21Q: 3 clusters Score -79543.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -79578.773438 Penalty: 652.550842
	Iteration 22Q: 3 clusters Score -79578.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -79606.460938 Penalty: 652.550842
	Iteration 23Q: 3 clusters Score -79606.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -79653.070312 Penalty: 652.550842
	Iteration 24Q: 3 clusters Score -79653.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -79753.812500 Penalty: 652.550842
	Iteration 25Q: 3 clusters Score -79753.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -79816.250000 Penalty: 652.550842
	Iteration 26Q: 3 clusters Score -79816.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -79839.078125 Penalty: 652.550842
	Iteration 27Q: 3 clusters Score -79839.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -79861.687500 Penalty: 652.550842
	Iteration 28Q: 3 clusters Score -79861.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -79879.757812 Penalty: 652.550842
	Iteration 29Q: 3 clusters Score -79879.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79895.953125 Penalty: 652.550842
	Iteration 30Q: 3 clusters Score -79895.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79910.296875 Penalty: 652.550842
	Iteration 31Q: 3 clusters Score -79910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -79924.718750 Penalty: 652.550842
	Iteration 32Q: 3 clusters Score -79924.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79931.406250 Penalty: 652.550842
	Iteration 33Q: 3 clusters Score -79931.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79935.531250 Penalty: 652.550842
	Iteration 34Q: 3 clusters Score -79935.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -79936.875000 Penalty: 652.550842
	Iteration 35Q: 3 clusters Score -79936.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79937.015625 Penalty: 652.550842
	Iteration 36Q: 3 clusters Score -79937.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -79939.445312 Penalty: 652.550842
	Iteration 37F: 3 clusters Score -79939.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79940.585938 Penalty: 652.550842
	Iteration 38Q: 3 clusters Score -79940.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79940.585938 Penalty: 652.550842
	Iteration 39F: 3 clusters Score -79940.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 285 members 
Mstep: Class 12 contains 91527 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Entering Unmasked Estep 
Score: -53284148.000000 Penalty: 41165.226562
Splitting cluster 5 changes total score from -53283776.000000 to -53284148.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 6 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -14677.436523 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -14677.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14371.167969 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -14371.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14489.171875 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -14489.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14540.679688 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -14540.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14563.582031 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -14563.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14601.182617 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -14601.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14612.421875 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -14612.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14620.775391 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -14620.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14622.738281 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -14622.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14625.131836 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -14625.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14625.805664 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -14625.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14626.540039 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -14626.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14626.540039 Penalty: 504.611145
	Iteration 11F: 3 clusters Score -14626.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (90486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Entering Unmasked Estep 
Score: -5584105.000000 Penalty: 519.289246
	Iteration 0F: 2 clusters Score -5584105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5523520.000000 Penalty: 1038.578491
	Iteration 0F: 3 clusters Score -5523520 nChanged 43948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5550047.000000 Penalty: 1038.578491
	Iteration 1F: 3 clusters Score -5550047 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5551717.000000 Penalty: 1038.578491
	Iteration 2Q: 3 clusters Score -5551717 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5554536.000000 Penalty: 1038.578491
	Iteration 3F: 3 clusters Score -5554536 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5559058.500000 Penalty: 1038.578491
	Iteration 4F: 3 clusters Score -5559058 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -5564989.500000 Penalty: 1038.578491
	Iteration 5F: 3 clusters Score -5564990 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5569164.500000 Penalty: 1038.578491
	Iteration 6F: 3 clusters Score -5569164 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5570837.000000 Penalty: 1038.578491
	Iteration 7Q: 3 clusters Score -5570837 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5571594.500000 Penalty: 1038.578491
	Iteration 8Q: 3 clusters Score -5571594 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -5572155.000000 Penalty: 1038.578491
	Iteration 9Q: 3 clusters Score -5572155 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5572682.500000 Penalty: 1038.578491
	Iteration 10Q: 3 clusters Score -5572682 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -5573172.000000 Penalty: 1038.578491
	Iteration 11Q: 3 clusters Score -5573172 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -5573601.500000 Penalty: 1038.578491
	Iteration 12Q: 3 clusters Score -5573602 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -5574048.500000 Penalty: 1038.578491
	Iteration 13Q: 3 clusters Score -5574048 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5574558.500000 Penalty: 1038.578491
	Iteration 14Q: 3 clusters Score -5574558 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5575079.500000 Penalty: 1038.578491
	Iteration 15Q: 3 clusters Score -5575080 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -5575635.500000 Penalty: 1038.578491
	Iteration 16Q: 3 clusters Score -5575636 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -5576298.500000 Penalty: 1038.578491
	Iteration 17Q: 3 clusters Score -5576298 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -5577069.500000 Penalty: 1038.578491
	Iteration 18Q: 3 clusters Score -5577070 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -5577800.000000 Penalty: 1038.578491
	Iteration 19Q: 3 clusters Score -5577800 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -5578342.500000 Penalty: 1038.578491
	Iteration 20F: 3 clusters Score -5578342 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -5578759.500000 Penalty: 1038.578491
	Iteration 21Q: 3 clusters Score -5578760 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -5579079.500000 Penalty: 1038.578491
	Iteration 22Q: 3 clusters Score -5579080 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -5579321.500000 Penalty: 1038.578491
	Iteration 23Q: 3 clusters Score -5579322 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -5579521.000000 Penalty: 1038.578491
	Iteration 24Q: 3 clusters Score -5579521 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -5579717.000000 Penalty: 1038.578491
	Iteration 25Q: 3 clusters Score -5579717 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -5579885.500000 Penalty: 1038.578491
	Iteration 26Q: 3 clusters Score -5579886 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -5580015.000000 Penalty: 1038.578491
	Iteration 27Q: 3 clusters Score -5580015 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -5580113.500000 Penalty: 1038.578491
	Iteration 28Q: 3 clusters Score -5580114 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -5580220.500000 Penalty: 1038.578491
	Iteration 29Q: 3 clusters Score -5580220 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -5580330.500000 Penalty: 1038.578491
	Iteration 30Q: 3 clusters Score -5580330 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -5580402.000000 Penalty: 1038.578491
	Iteration 31Q: 3 clusters Score -5580402 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -5580503.000000 Penalty: 1038.578491
	Iteration 32Q: 3 clusters Score -5580503 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -5580578.500000 Penalty: 1038.578491
	Iteration 33Q: 3 clusters Score -5580578 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -5580697.000000 Penalty: 1038.578491
	Iteration 34Q: 3 clusters Score -5580697 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -5580798.500000 Penalty: 1038.578491
	Iteration 35Q: 3 clusters Score -5580798 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -5580920.000000 Penalty: 1038.578491
	Iteration 36Q: 3 clusters Score -5580920 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -5581044.000000 Penalty: 1038.578491
	Iteration 37Q: 3 clusters Score -5581044 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -5581157.500000 Penalty: 1038.578491
	Iteration 38Q: 3 clusters Score -5581158 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -5581290.500000 Penalty: 1038.578491
	Iteration 39Q: 3 clusters Score -5581290 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -5581394.000000 Penalty: 1038.578491
	Iteration 40F: 3 clusters Score -5581394 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -5581479.500000 Penalty: 1038.578491
	Iteration 41Q: 3 clusters Score -5581480 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -5581574.500000 Penalty: 1038.578491
	Iteration 42Q: 3 clusters Score -5581574 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -5581741.500000 Penalty: 1038.578491
	Iteration 43Q: 3 clusters Score -5581742 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -5581867.000000 Penalty: 1038.578491
	Iteration 44Q: 3 clusters Score -5581867 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -5581935.000000 Penalty: 1038.578491
	Iteration 45Q: 3 clusters Score -5581935 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -5582073.500000 Penalty: 1038.578491
	Iteration 46Q: 3 clusters Score -5582074 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -5582147.500000 Penalty: 1038.578491
	Iteration 47Q: 3 clusters Score -5582148 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -5582215.500000 Penalty: 1038.578491
	Iteration 48Q: 3 clusters Score -5582216 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -5582301.500000 Penalty: 1038.578491
	Iteration 49Q: 3 clusters Score -5582302 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -5582347.000000 Penalty: 1038.578491
	Iteration 50Q: 3 clusters Score -5582347 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -5582387.500000 Penalty: 1038.578491
	Iteration 51Q: 3 clusters Score -5582388 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -5582477.500000 Penalty: 1038.578491
	Iteration 52Q: 3 clusters Score -5582478 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -5582544.500000 Penalty: 1038.578491
	Iteration 53Q: 3 clusters Score -5582544 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -5582617.500000 Penalty: 1038.578491
	Iteration 54Q: 3 clusters Score -5582618 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -5582656.000000 Penalty: 1038.578491
	Iteration 55Q: 3 clusters Score -5582656 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -5582739.500000 Penalty: 1038.578491
	Iteration 56Q: 3 clusters Score -5582740 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -5582779.000000 Penalty: 1038.578491
	Iteration 57Q: 3 clusters Score -5582779 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -5582821.500000 Penalty: 1038.578491
	Iteration 58Q: 3 clusters Score -5582822 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -5582887.000000 Penalty: 1038.578491
	Iteration 59Q: 3 clusters Score -5582887 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -5582961.000000 Penalty: 1038.578491
	Iteration 60F: 3 clusters Score -5582961 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 75588 members 
Entering Unmasked Estep 
Score: -5583031.500000 Penalty: 1038.578491
	Iteration 61Q: 3 clusters Score -5583032 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -5583110.500000 Penalty: 1038.578491
	Iteration 62Q: 3 clusters Score -5583110 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -5583176.500000 Penalty: 1038.578491
	Iteration 63Q: 3 clusters Score -5583176 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -5583222.000000 Penalty: 1038.578491
	Iteration 64Q: 3 clusters Score -5583222 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -5583297.000000 Penalty: 1038.578491
	Iteration 65Q: 3 clusters Score -5583297 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -5583367.500000 Penalty: 1038.578491
	Iteration 66Q: 3 clusters Score -5583368 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -5583422.500000 Penalty: 1038.578491
	Iteration 67Q: 3 clusters Score -5583422 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -5583496.500000 Penalty: 1038.578491
	Iteration 68Q: 3 clusters Score -5583496 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -5583558.000000 Penalty: 1038.578491
	Iteration 69Q: 3 clusters Score -5583558 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -5583600.000000 Penalty: 1038.578491
	Iteration 70Q: 3 clusters Score -5583600 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -5583618.000000 Penalty: 1038.578491
	Iteration 71Q: 3 clusters Score -5583618 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -5583638.000000 Penalty: 1038.578491
	Iteration 72Q: 3 clusters Score -5583638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -5583685.000000 Penalty: 1038.578491
	Iteration 73Q: 3 clusters Score -5583685 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -5583695.500000 Penalty: 1038.578491
	Iteration 74Q: 3 clusters Score -5583696 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -5583698.000000 Penalty: 1038.578491
	Iteration 75Q: 3 clusters Score -5583698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -5583738.500000 Penalty: 1038.578491
	Iteration 76Q: 3 clusters Score -5583738 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5583744 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5583773 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5583780 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5583813 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8323 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5583831 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5583825 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5583836 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5583866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5583876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5583890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5583895 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5583896 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5583889 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5583891 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5583886 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5583874 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5583898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5583912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5583898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5583907 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5583906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5583906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5583905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -5583901.500000 Penalty: 1038.578491
	Iteration 100F: 3 clusters Score -5583902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5583892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5583905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5583908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5583898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5583908 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5583908 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5583914 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5583908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5583908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5583902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5583896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5583905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5583908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5583905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5583905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -5583899.500000 Penalty: 1038.578491
	Iteration 116Q: 3 clusters Score -5583900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5583895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -5583891.500000 Penalty: 1038.578491
	Iteration 118Q: 3 clusters Score -5583892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5583898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5583906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5583892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5583893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5583902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -5583913.000000 Penalty: 1038.578491
	Iteration 124Q: 3 clusters Score -5583913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -5583915.500000 Penalty: 1038.578491
	Iteration 125Q: 3 clusters Score -5583916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5583898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -5583899.000000 Penalty: 1038.578491
	Iteration 127Q: 3 clusters Score -5583899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -5583890.000000 Penalty: 1038.578491
	Iteration 128Q: 3 clusters Score -5583890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -5583905.000000 Penalty: 1038.578491
	Iteration 129Q: 3 clusters Score -5583905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 85843 members 
Entering Unmasked Estep 
Score: -5583908.500000 Penalty: 1038.578491
	Iteration 130Q: 3 clusters Score -5583908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5583906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -5583900.000000 Penalty: 1038.578491
	Iteration 132Q: 3 clusters Score -5583900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -5583907.500000 Penalty: 1038.578491
	Iteration 133Q: 3 clusters Score -5583908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 85999 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5583906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5583892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5583884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5583896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5583898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -5583888.500000 Penalty: 1038.578491
	Iteration 139Q: 3 clusters Score -5583888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -5583884.500000 Penalty: 1038.578491
	Iteration 140F: 3 clusters Score -5583884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5583887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 86429 members 
Entering Unmasked Estep 
Score: -5583879.000000 Penalty: 1038.578491
	Iteration 142Q: 3 clusters Score -5583879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -5583868.000000 Penalty: 1038.578491
	Iteration 143Q: 3 clusters Score -5583868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -5583870.500000 Penalty: 1038.578491
	Iteration 144Q: 3 clusters Score -5583870 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -5583863.500000 Penalty: 1038.578491
	Iteration 145Q: 3 clusters Score -5583864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5583854 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -5583842.500000 Penalty: 1038.578491
	Iteration 147Q: 3 clusters Score -5583842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -5583841.000000 Penalty: 1038.578491
	Iteration 148Q: 3 clusters Score -5583841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -5583840.000000 Penalty: 1038.578491
	Iteration 149Q: 3 clusters Score -5583840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5583840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5583836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5583840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -5583839.000000 Penalty: 1038.578491
	Iteration 153Q: 3 clusters Score -5583839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5583846 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5583840 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5583839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5583840 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5583840 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5583842 nChanged 0
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5583842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -56784.734375 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -56784.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -56001.554688 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -56001.55 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -56204.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -56254.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -56295.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56316.101562 Penalty: 624.510925
	Iteration 4Q: 3 clusters Score -56316.1 nChanged 35
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: -56343.015625 Penalty: 624.510925
	Iteration 5Q: 3 clusters Score -56343.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56378.035156 Penalty: 624.510925
	Iteration 6Q: 3 clusters Score -56378.04 nChanged 47
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: -56420.824219 Penalty: 624.510925
	Iteration 7Q: 3 clusters Score -56420.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56470.398438 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -56470.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56497.355469 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -56497.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56525.281250 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -56525.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56557.605469 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -56557.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56583.039062 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -56583.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56593.339844 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -56593.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56598.531250 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -56598.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56601.945312 Penalty: 624.510925
	Iteration 15Q: 3 clusters Score -56601.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56605.101562 Penalty: 624.510925
	Iteration 16Q: 3 clusters Score -56605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56611.250000 Penalty: 624.510925
	Iteration 17Q: 3 clusters Score -56611.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56624.636719 Penalty: 624.510925
	Iteration 18Q: 3 clusters Score -56624.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56634.136719 Penalty: 624.510925
	Iteration 19Q: 3 clusters Score -56634.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56643.988281 Penalty: 624.510925
	Iteration 20F: 3 clusters Score -56643.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56650.855469 Penalty: 624.510925
	Iteration 21Q: 3 clusters Score -56650.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56652.843750 Penalty: 624.510925
	Iteration 22Q: 3 clusters Score -56652.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56653.582031 Penalty: 624.510925
	Iteration 23Q: 3 clusters Score -56653.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56653.796875 Penalty: 624.510925
	Iteration 24Q: 3 clusters Score -56653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56653.796875 Penalty: 624.510925
	Iteration 25F: 3 clusters Score -56653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -31226.582031 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -31226.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30742.701172 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -30742.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30898.173828 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -30898.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30951.642578 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -30951.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30976.140625 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -30976.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30991.072266 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -30991.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30998.947266 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -30998.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31007.558594 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -31007.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31016.583984 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -31016.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31039.173828 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -31039.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31054.650391 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -31054.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31063.111328 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -31063.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31076.595703 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -31076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31093.367188 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -31093.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31108.464844 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -31108.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31119.855469 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -31119.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31125.714844 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -31125.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31127.597656 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -31127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31130.835938 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -31130.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31132.210938 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -31132.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31132.435547 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -31132.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31132.435547 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -31132.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19755.736328 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19755.74 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19855.960938 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19855.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19880.015625 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19880.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19899.974609 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19899.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19907.449219 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19907.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19913.351562 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19913.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19915.412109 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19915.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19917.617188 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19917.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19917.617188 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -19917.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -13121.291992 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -13121.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12795.892578 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -12795.89 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12919.250000 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -12919.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12995.263672 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -12995.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13047.470703 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -13047.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13062.916016 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -13062.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13076.521484 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -13076.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13097.803711 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -13097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13115.956055 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -13115.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13134.541016 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -13134.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13155.785156 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -13155.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13171.314453 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -13171.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13182.505859 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -13182.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13184.371094 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -13184.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13185.965820 Penalty: 514.376526
	Iteration 13Q: 3 clusters Score -13185.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13187.055664 Penalty: 514.376526
	Iteration 14Q: 3 clusters Score -13187.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13187.055664 Penalty: 514.376526
	Iteration 15F: 3 clusters Score -13187.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 91527 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Entering Unmasked Estep 
Score: -53283912.000000 Penalty: 41788.941406
Splitting cluster 11 changes total score from -53283776.000000 to -53283912.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 12 (91527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Entering Unmasked Estep 
Score: -5620165.000000 Penalty: 519.809692
	Iteration 0F: 2 clusters Score -5620165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -5558561.000000 Penalty: 1039.619385
	Iteration 0F: 3 clusters Score -5558561 nChanged 44680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -5586763.500000 Penalty: 1039.619385
	Iteration 1F: 3 clusters Score -5586764 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5589172.000000 Penalty: 1039.619385
	Iteration 2F: 3 clusters Score -5589172 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -5593384.000000 Penalty: 1039.619385
	Iteration 3F: 3 clusters Score -5593384 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5599629.500000 Penalty: 1039.619385
	Iteration 4F: 3 clusters Score -5599630 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5607022.500000 Penalty: 1039.619385
	Iteration 5F: 3 clusters Score -5607022 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5612856.500000 Penalty: 1039.619385
	Iteration 6F: 3 clusters Score -5612856 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -5615949.000000 Penalty: 1039.619385
	Iteration 7Q: 3 clusters Score -5615949 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5617464.500000 Penalty: 1039.619385
	Iteration 8Q: 3 clusters Score -5617464 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -5618390.500000 Penalty: 1039.619385
	Iteration 9Q: 3 clusters Score -5618390 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5618955.000000 Penalty: 1039.619385
	Iteration 10Q: 3 clusters Score -5618955 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5619331.500000 Penalty: 1039.619385
	Iteration 11Q: 3 clusters Score -5619332 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5619609.000000 Penalty: 1039.619385
	Iteration 12Q: 3 clusters Score -5619609 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5619829.500000 Penalty: 1039.619385
	Iteration 13Q: 3 clusters Score -5619830 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5619993.500000 Penalty: 1039.619385
	Iteration 14Q: 3 clusters Score -5619994 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5620097.000000 Penalty: 1039.619385
	Iteration 15Q: 3 clusters Score -5620097 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5620173.500000 Penalty: 1039.619385
	Iteration 16Q: 3 clusters Score -5620174 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5620213.000000 Penalty: 1039.619385
	Iteration 17Q: 3 clusters Score -5620213 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5620271.000000 Penalty: 1039.619385
	Iteration 18Q: 3 clusters Score -5620271 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5620331.500000 Penalty: 1039.619385
	Iteration 19Q: 3 clusters Score -5620332 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5620357.500000 Penalty: 1039.619385
	Iteration 20F: 3 clusters Score -5620358 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5620362.500000 Penalty: 1039.619385
	Iteration 21Q: 3 clusters Score -5620362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5620369.500000 Penalty: 1039.619385
	Iteration 22Q: 3 clusters Score -5620370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5620390.000000 Penalty: 1039.619385
	Iteration 23Q: 3 clusters Score -5620390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5620400.500000 Penalty: 1039.619385
	Iteration 24Q: 3 clusters Score -5620400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5620386.000000 Penalty: 1039.619385
	Iteration 25Q: 3 clusters Score -5620386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5620400.500000 Penalty: 1039.619385
	Iteration 26Q: 3 clusters Score -5620400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5620407.500000 Penalty: 1039.619385
	Iteration 27Q: 3 clusters Score -5620408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5620411.000000 Penalty: 1039.619385
	Iteration 28Q: 3 clusters Score -5620411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5620417.500000 Penalty: 1039.619385
	Iteration 29Q: 3 clusters Score -5620418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5620405.500000 Penalty: 1039.619385
	Iteration 30Q: 3 clusters Score -5620406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5620410.000000 Penalty: 1039.619385
	Iteration 31Q: 3 clusters Score -5620410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5620398.500000 Penalty: 1039.619385
	Iteration 32Q: 3 clusters Score -5620398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5620397.500000 Penalty: 1039.619385
	Iteration 33Q: 3 clusters Score -5620398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5620392.000000 Penalty: 1039.619385
	Iteration 34Q: 3 clusters Score -5620392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5620389.500000 Penalty: 1039.619385
	Iteration 35Q: 3 clusters Score -5620390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5620391.500000 Penalty: 1039.619385
	Iteration 36Q: 3 clusters Score -5620392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5620385.000000 Penalty: 1039.619385
	Iteration 37Q: 3 clusters Score -5620385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5620384.000000 Penalty: 1039.619385
	Iteration 38Q: 3 clusters Score -5620384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5620387.500000 Penalty: 1039.619385
	Iteration 39Q: 3 clusters Score -5620388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5620386.500000 Penalty: 1039.619385
	Iteration 40F: 3 clusters Score -5620386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5620385.500000 Penalty: 1039.619385
	Iteration 41Q: 3 clusters Score -5620386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5620388.500000 Penalty: 1039.619385
	Iteration 42Q: 3 clusters Score -5620388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5620384.500000 Penalty: 1039.619385
	Iteration 43Q: 3 clusters Score -5620384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5620383.000000 Penalty: 1039.619385
	Iteration 44Q: 3 clusters Score -5620383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5620385.500000 Penalty: 1039.619385
	Iteration 45Q: 3 clusters Score -5620386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5620379.000000 Penalty: 1039.619385
	Iteration 46Q: 3 clusters Score -5620379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5620383.500000 Penalty: 1039.619385
	Iteration 47Q: 3 clusters Score -5620384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5620381.000000 Penalty: 1039.619385
	Iteration 48Q: 3 clusters Score -5620381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5620395.000000 Penalty: 1039.619385
	Iteration 49Q: 3 clusters Score -5620395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5620393.000000 Penalty: 1039.619385
	Iteration 50Q: 3 clusters Score -5620393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5620388.000000 Penalty: 1039.619385
	Iteration 51Q: 3 clusters Score -5620388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5620394.000000 Penalty: 1039.619385
	Iteration 52Q: 3 clusters Score -5620394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5620392.000000 Penalty: 1039.619385
	Iteration 53Q: 3 clusters Score -5620392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5620398.000000 Penalty: 1039.619385
	Iteration 54Q: 3 clusters Score -5620398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5620396.000000 Penalty: 1039.619385
	Iteration 55Q: 3 clusters Score -5620396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5620394.500000 Penalty: 1039.619385
	Iteration 56Q: 3 clusters Score -5620394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5620404.000000 Penalty: 1039.619385
	Iteration 57Q: 3 clusters Score -5620404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5620394.500000 Penalty: 1039.619385
	Iteration 58Q: 3 clusters Score -5620394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5620388.000000 Penalty: 1039.619385
	Iteration 59Q: 3 clusters Score -5620388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5620385.000000 Penalty: 1039.619385
	Iteration 60F: 3 clusters Score -5620385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5620380.500000 Penalty: 1039.619385
	Iteration 61Q: 3 clusters Score -5620380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5620379.500000 Penalty: 1039.619385
	Iteration 62Q: 3 clusters Score -5620380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5620382.000000 Penalty: 1039.619385
	Iteration 63Q: 3 clusters Score -5620382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5620381.500000 Penalty: 1039.619385
	Iteration 64Q: 3 clusters Score -5620382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5620385.500000 Penalty: 1039.619385
	Iteration 65Q: 3 clusters Score -5620386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5620383.500000 Penalty: 1039.619385
	Iteration 66Q: 3 clusters Score -5620384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5620383.000000 Penalty: 1039.619385
	Iteration 67Q: 3 clusters Score -5620383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5620386.500000 Penalty: 1039.619385
	Iteration 68Q: 3 clusters Score -5620386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5620388.000000 Penalty: 1039.619385
	Iteration 69Q: 3 clusters Score -5620388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5620391.500000 Penalty: 1039.619385
	Iteration 70Q: 3 clusters Score -5620392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5620395.500000 Penalty: 1039.619385
	Iteration 71Q: 3 clusters Score -5620396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5620392.500000 Penalty: 1039.619385
	Iteration 72Q: 3 clusters Score -5620392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5620392.000000 Penalty: 1039.619385
	Iteration 73Q: 3 clusters Score -5620392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5620394.000000 Penalty: 1039.619385
	Iteration 74Q: 3 clusters Score -5620394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5620391.000000 Penalty: 1039.619385
	Iteration 75Q: 3 clusters Score -5620391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5620395.000000 Penalty: 1039.619385
	Iteration 76Q: 3 clusters Score -5620395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5620403.500000 Penalty: 1039.619385
	Iteration 77Q: 3 clusters Score -5620404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5620401.000000 Penalty: 1039.619385
	Iteration 78Q: 3 clusters Score -5620401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5620401.000000 Penalty: 1039.619385
	Iteration 79Q: 3 clusters Score -5620401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5620401.000000 Penalty: 1039.619385
	Iteration 80F: 3 clusters Score -5620401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Entering Unmasked Estep 
Score: -53284136.000000 Penalty: 42412.656250
Splitting cluster 12 changes total score from -53283776.000000 to -53284136.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 13 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -22459.175781 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -22459.18 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 169 members 
Entering Unmasked Estep 
Score: -22064.453125 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -22064.45 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22211.109375 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -22211.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22269.935547 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -22269.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22330.789062 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -22330.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22350.701172 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -22350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22360.955078 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -22360.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22361.841797 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -22361.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22361.841797 Penalty: 536.890686
	Iteration 7F: 3 clusters Score -22361.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -304804.625000 Penalty: 385.532471
	Iteration 0F: 2 clusters Score -304804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -301563.187500 Penalty: 771.064941
	Iteration 0F: 3 clusters Score -301563.2 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -302769.968750 Penalty: 771.064941
	Iteration 1F: 3 clusters Score -302770 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -302917.250000 Penalty: 771.064941
	Iteration 2F: 3 clusters Score -302917.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -303069.812500 Penalty: 771.064941
	Iteration 3F: 3 clusters Score -303069.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -303274.062500 Penalty: 771.064941
	Iteration 4F: 3 clusters Score -303274.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303502.437500 Penalty: 771.064941
	Iteration 5F: 3 clusters Score -303502.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -303730.343750 Penalty: 771.064941
	Iteration 6Q: 3 clusters Score -303730.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -303898.406250 Penalty: 771.064941
	Iteration 7Q: 3 clusters Score -303898.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -303987.562500 Penalty: 771.064941
	Iteration 8Q: 3 clusters Score -303987.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -304059.406250 Penalty: 771.064941
	Iteration 9Q: 3 clusters Score -304059.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -304111.625000 Penalty: 771.064941
	Iteration 10Q: 3 clusters Score -304111.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -304138.906250 Penalty: 771.064941
	Iteration 11Q: 3 clusters Score -304138.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -304157.093750 Penalty: 771.064941
	Iteration 12Q: 3 clusters Score -304157.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -304178.937500 Penalty: 771.064941
	Iteration 13Q: 3 clusters Score -304178.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -304201.687500 Penalty: 771.064941
	Iteration 14Q: 3 clusters Score -304201.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -304223.312500 Penalty: 771.064941
	Iteration 15Q: 3 clusters Score -304223.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -304244.687500 Penalty: 771.064941
	Iteration 16Q: 3 clusters Score -304244.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -304266.781250 Penalty: 771.064941
	Iteration 17Q: 3 clusters Score -304266.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -304282.593750 Penalty: 771.064941
	Iteration 18Q: 3 clusters Score -304282.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -304300.031250 Penalty: 771.064941
	Iteration 19Q: 3 clusters Score -304300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -304315.531250 Penalty: 771.064941
	Iteration 20F: 3 clusters Score -304315.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -304329.906250 Penalty: 771.064941
	Iteration 21Q: 3 clusters Score -304329.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -304347.500000 Penalty: 771.064941
	Iteration 22Q: 3 clusters Score -304347.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -304365.218750 Penalty: 771.064941
	Iteration 23Q: 3 clusters Score -304365.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -304376.062500 Penalty: 771.064941
	Iteration 24Q: 3 clusters Score -304376.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -304384.343750 Penalty: 771.064941
	Iteration 25Q: 3 clusters Score -304384.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -304390.937500 Penalty: 771.064941
	Iteration 26Q: 3 clusters Score -304390.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -304399.968750 Penalty: 771.064941
	Iteration 27Q: 3 clusters Score -304400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -304413.312500 Penalty: 771.064941
	Iteration 28Q: 3 clusters Score -304413.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -304421.906250 Penalty: 771.064941
	Iteration 29Q: 3 clusters Score -304421.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -304428.093750 Penalty: 771.064941
	Iteration 30Q: 3 clusters Score -304428.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -304432.062500 Penalty: 771.064941
	Iteration 31Q: 3 clusters Score -304432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -304434.781250 Penalty: 771.064941
	Iteration 32Q: 3 clusters Score -304434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -304437.687500 Penalty: 771.064941
	Iteration 33Q: 3 clusters Score -304437.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -304440.093750 Penalty: 771.064941
	Iteration 34Q: 3 clusters Score -304440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -304442.906250 Penalty: 771.064941
	Iteration 35Q: 3 clusters Score -304442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -304444.312500 Penalty: 771.064941
	Iteration 36Q: 3 clusters Score -304444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -304446.875000 Penalty: 771.064941
	Iteration 37Q: 3 clusters Score -304446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -304448.500000 Penalty: 771.064941
	Iteration 38Q: 3 clusters Score -304448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -304449.437500 Penalty: 771.064941
	Iteration 39Q: 3 clusters Score -304449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -304450.468750 Penalty: 771.064941
	Iteration 40F: 3 clusters Score -304450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -304451.500000 Penalty: 771.064941
	Iteration 41Q: 3 clusters Score -304451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -304452.531250 Penalty: 771.064941
	Iteration 42Q: 3 clusters Score -304452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -304453.968750 Penalty: 771.064941
	Iteration 43Q: 3 clusters Score -304454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -304455.000000 Penalty: 771.064941
	Iteration 44Q: 3 clusters Score -304455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -304455.781250 Penalty: 771.064941
	Iteration 45Q: 3 clusters Score -304455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -304456.906250 Penalty: 771.064941
	Iteration 46Q: 3 clusters Score -304456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -304457.875000 Penalty: 771.064941
	Iteration 47Q: 3 clusters Score -304457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -304459.031250 Penalty: 771.064941
	Iteration 48Q: 3 clusters Score -304459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -304459.843750 Penalty: 771.064941
	Iteration 49Q: 3 clusters Score -304459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -304459.625000 Penalty: 771.064941
	Iteration 50Q: 3 clusters Score -304459.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -304459.625000 Penalty: 771.064941
	Iteration 51F: 3 clusters Score -304459.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -8062.911133 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -8062.911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7750.776855 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -7750.777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7884.918457 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -7884.918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7933.745117 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -7933.745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7951.377930 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -7951.378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7965.939941 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -7965.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7975.958008 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -7975.958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7997.081055 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -7997.081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8005.755859 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -8005.756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8009.000488 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -8009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8010.228027 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -8010.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8011.181641 Penalty: 503.178040
	Iteration 10Q: 3 clusters Score -8011.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8011.181641 Penalty: 503.178040
	Iteration 11F: 3 clusters Score -8011.182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7908.234863 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7908.235 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 59 members 
Entering Unmasked Estep 
Score: -7685.634766 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7685.635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7732.747559 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7732.748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7744.989746 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7744.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7752.695312 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7752.695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7754.844238 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7754.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7754.844238 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -7754.844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Entering Unmasked Estep 
Score: -5508870.000000 Penalty: 518.271240
	Iteration 0F: 2 clusters Score -5508870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -5450072.000000 Penalty: 1036.542480
	Iteration 0F: 3 clusters Score -5450072 nChanged 43249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -5478884.500000 Penalty: 1036.542480
	Iteration 1F: 3 clusters Score -5478884 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -5483163.000000 Penalty: 1036.542480
	Iteration 2F: 3 clusters Score -5483163 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -5489846.500000 Penalty: 1036.542480
	Iteration 3F: 3 clusters Score -5489846 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -5497632.500000 Penalty: 1036.542480
	Iteration 4F: 3 clusters Score -5497632 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -5503484.000000 Penalty: 1036.542480
	Iteration 5F: 3 clusters Score -5503484 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -5506426.000000 Penalty: 1036.542480
	Iteration 6Q: 3 clusters Score -5506426 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -5507616.500000 Penalty: 1036.542480
	Iteration 7Q: 3 clusters Score -5507616 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -5508112.000000 Penalty: 1036.542480
	Iteration 8Q: 3 clusters Score -5508112 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -5508361.500000 Penalty: 1036.542480
	Iteration 9Q: 3 clusters Score -5508362 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -5508464.500000 Penalty: 1036.542480
	Iteration 10Q: 3 clusters Score -5508464 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -5508532.500000 Penalty: 1036.542480
	Iteration 11Q: 3 clusters Score -5508532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -5508536.500000 Penalty: 1036.542480
	Iteration 12Q: 3 clusters Score -5508536 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -5508552.000000 Penalty: 1036.542480
	Iteration 13Q: 3 clusters Score -5508552 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -5508583.500000 Penalty: 1036.542480
	Iteration 14Q: 3 clusters Score -5508584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -5508612.500000 Penalty: 1036.542480
	Iteration 15Q: 3 clusters Score -5508612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -5508620.500000 Penalty: 1036.542480
	Iteration 16Q: 3 clusters Score -5508620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -5508625.000000 Penalty: 1036.542480
	Iteration 17Q: 3 clusters Score -5508625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -5508642.500000 Penalty: 1036.542480
	Iteration 18Q: 3 clusters Score -5508642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -5508656.500000 Penalty: 1036.542480
	Iteration 19Q: 3 clusters Score -5508656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -5508664.500000 Penalty: 1036.542480
	Iteration 20F: 3 clusters Score -5508664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -5508667.000000 Penalty: 1036.542480
	Iteration 21Q: 3 clusters Score -5508667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -5508671.500000 Penalty: 1036.542480
	Iteration 22Q: 3 clusters Score -5508672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -5508678.000000 Penalty: 1036.542480
	Iteration 23Q: 3 clusters Score -5508678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -5508674.000000 Penalty: 1036.542480
	Iteration 24Q: 3 clusters Score -5508674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -5508666.500000 Penalty: 1036.542480
	Iteration 25Q: 3 clusters Score -5508666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -5508666.000000 Penalty: 1036.542480
	Iteration 26Q: 3 clusters Score -5508666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -5508674.500000 Penalty: 1036.542480
	Iteration 27Q: 3 clusters Score -5508674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -5508671.000000 Penalty: 1036.542480
	Iteration 28Q: 3 clusters Score -5508671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -5508672.500000 Penalty: 1036.542480
	Iteration 29Q: 3 clusters Score -5508672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -5508675.500000 Penalty: 1036.542480
	Iteration 30Q: 3 clusters Score -5508676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -5508676.000000 Penalty: 1036.542480
	Iteration 31Q: 3 clusters Score -5508676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -5508678.000000 Penalty: 1036.542480
	Iteration 32Q: 3 clusters Score -5508678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -5508678.000000 Penalty: 1036.542480
	Iteration 33F: 3 clusters Score -5508678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Entering Unmasked Estep 
Score: -5305267.500000 Penalty: 516.609680
	Iteration 0F: 2 clusters Score -5305268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5248577.000000 Penalty: 1033.219360
	Iteration 0F: 3 clusters Score -5248577 nChanged 41686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5275369.500000 Penalty: 1033.219360
	Iteration 1F: 3 clusters Score -5275370 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5278050.500000 Penalty: 1033.219360
	Iteration 2F: 3 clusters Score -5278050 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5282315.500000 Penalty: 1033.219360
	Iteration 3F: 3 clusters Score -5282316 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5288031.000000 Penalty: 1033.219360
	Iteration 4F: 3 clusters Score -5288031 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5292286.000000 Penalty: 1033.219360
	Iteration 5F: 3 clusters Score -5292286 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5293843.000000 Penalty: 1033.219360
	Iteration 6F: 3 clusters Score -5293843 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5294310.000000 Penalty: 1033.219360
	Iteration 7Q: 3 clusters Score -5294310 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -5294595.000000 Penalty: 1033.219360
	Iteration 8Q: 3 clusters Score -5294595 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5294905.000000 Penalty: 1033.219360
	Iteration 9Q: 3 clusters Score -5294905 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -5295214.500000 Penalty: 1033.219360
	Iteration 10Q: 3 clusters Score -5295214 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -5295541.000000 Penalty: 1033.219360
	Iteration 11Q: 3 clusters Score -5295541 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5295852.500000 Penalty: 1033.219360
	Iteration 12Q: 3 clusters Score -5295852 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -5296097.500000 Penalty: 1033.219360
	Iteration 13Q: 3 clusters Score -5296098 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -5296314.000000 Penalty: 1033.219360
	Iteration 14Q: 3 clusters Score -5296314 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -5296524.000000 Penalty: 1033.219360
	Iteration 15Q: 3 clusters Score -5296524 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5296717.000000 Penalty: 1033.219360
	Iteration 16Q: 3 clusters Score -5296717 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -5296865.000000 Penalty: 1033.219360
	Iteration 17Q: 3 clusters Score -5296865 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5296986.000000 Penalty: 1033.219360
	Iteration 18Q: 3 clusters Score -5296986 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -5297035.000000 Penalty: 1033.219360
	Iteration 19Q: 3 clusters Score -5297035 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -5297138.500000 Penalty: 1033.219360
	Iteration 20F: 3 clusters Score -5297138 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5297202.000000 Penalty: 1033.219360
	Iteration 21Q: 3 clusters Score -5297202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -5297213.000000 Penalty: 1033.219360
	Iteration 22Q: 3 clusters Score -5297213 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -5297231.000000 Penalty: 1033.219360
	Iteration 23Q: 3 clusters Score -5297231 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -5297289.000000 Penalty: 1033.219360
	Iteration 24Q: 3 clusters Score -5297289 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5297294.500000 Penalty: 1033.219360
	Iteration 25Q: 3 clusters Score -5297294 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5297314.500000 Penalty: 1033.219360
	Iteration 26Q: 3 clusters Score -5297314 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -5297312.000000 Penalty: 1033.219360
	Iteration 27Q: 3 clusters Score -5297312 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -5297298.000000 Penalty: 1033.219360
	Iteration 28Q: 3 clusters Score -5297298 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5297292.500000 Penalty: 1033.219360
	Iteration 29Q: 3 clusters Score -5297292 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -5297346.000000 Penalty: 1033.219360
	Iteration 30Q: 3 clusters Score -5297346 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5297354.500000 Penalty: 1033.219360
	Iteration 31Q: 3 clusters Score -5297354 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5297405.000000 Penalty: 1033.219360
	Iteration 32Q: 3 clusters Score -5297405 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -5297442.500000 Penalty: 1033.219360
	Iteration 33Q: 3 clusters Score -5297442 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -5297499.500000 Penalty: 1033.219360
	Iteration 34Q: 3 clusters Score -5297500 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -5297506.500000 Penalty: 1033.219360
	Iteration 35Q: 3 clusters Score -5297506 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -5297593.500000 Penalty: 1033.219360
	Iteration 36Q: 3 clusters Score -5297594 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -5297631.000000 Penalty: 1033.219360
	Iteration 37Q: 3 clusters Score -5297631 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5297647.000000 Penalty: 1033.219360
	Iteration 38Q: 3 clusters Score -5297647 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5297721.500000 Penalty: 1033.219360
	Iteration 39Q: 3 clusters Score -5297722 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5297778.500000 Penalty: 1033.219360
	Iteration 40F: 3 clusters Score -5297778 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5297812.000000 Penalty: 1033.219360
	Iteration 41Q: 3 clusters Score -5297812 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5297853.000000 Penalty: 1033.219360
	Iteration 42Q: 3 clusters Score -5297853 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5297931.000000 Penalty: 1033.219360
	Iteration 43Q: 3 clusters Score -5297931 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5298010.500000 Penalty: 1033.219360
	Iteration 44Q: 3 clusters Score -5298010 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5298101.000000 Penalty: 1033.219360
	Iteration 45Q: 3 clusters Score -5298101 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -5298172.000000 Penalty: 1033.219360
	Iteration 46Q: 3 clusters Score -5298172 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -5298223.000000 Penalty: 1033.219360
	Iteration 47Q: 3 clusters Score -5298223 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -5298289.000000 Penalty: 1033.219360
	Iteration 48Q: 3 clusters Score -5298289 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -5298352.500000 Penalty: 1033.219360
	Iteration 49Q: 3 clusters Score -5298352 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5298415.000000 Penalty: 1033.219360
	Iteration 50Q: 3 clusters Score -5298415 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -5298452.500000 Penalty: 1033.219360
	Iteration 51Q: 3 clusters Score -5298452 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5298486.500000 Penalty: 1033.219360
	Iteration 52Q: 3 clusters Score -5298486 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -5298545.500000 Penalty: 1033.219360
	Iteration 53Q: 3 clusters Score -5298546 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5298586.000000 Penalty: 1033.219360
	Iteration 54Q: 3 clusters Score -5298586 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -5298622.000000 Penalty: 1033.219360
	Iteration 55Q: 3 clusters Score -5298622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5298666.000000 Penalty: 1033.219360
	Iteration 56Q: 3 clusters Score -5298666 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -5298693.000000 Penalty: 1033.219360
	Iteration 57Q: 3 clusters Score -5298693 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5298691.000000 Penalty: 1033.219360
	Iteration 58Q: 3 clusters Score -5298691 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -5298704.500000 Penalty: 1033.219360
	Iteration 59Q: 3 clusters Score -5298704 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5298736.000000 Penalty: 1033.219360
	Iteration 60F: 3 clusters Score -5298736 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5298761.000000 Penalty: 1033.219360
	Iteration 61Q: 3 clusters Score -5298761 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -5298816.000000 Penalty: 1033.219360
	Iteration 62Q: 3 clusters Score -5298816 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -5298818.000000 Penalty: 1033.219360
	Iteration 63Q: 3 clusters Score -5298818 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -5298852.500000 Penalty: 1033.219360
	Iteration 64Q: 3 clusters Score -5298852 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5298908.500000 Penalty: 1033.219360
	Iteration 65Q: 3 clusters Score -5298908 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -5298939.500000 Penalty: 1033.219360
	Iteration 66Q: 3 clusters Score -5298940 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5298971.000000 Penalty: 1033.219360
	Iteration 67Q: 3 clusters Score -5298971 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5299021.500000 Penalty: 1033.219360
	Iteration 68Q: 3 clusters Score -5299022 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -5299054.500000 Penalty: 1033.219360
	Iteration 69Q: 3 clusters Score -5299054 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -5299102.500000 Penalty: 1033.219360
	Iteration 70Q: 3 clusters Score -5299102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5299118.000000 Penalty: 1033.219360
	Iteration 71Q: 3 clusters Score -5299118 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5299146.000000 Penalty: 1033.219360
	Iteration 72Q: 3 clusters Score -5299146 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5299173.500000 Penalty: 1033.219360
	Iteration 73Q: 3 clusters Score -5299174 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5299202.000000 Penalty: 1033.219360
	Iteration 74Q: 3 clusters Score -5299202 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5299257.000000 Penalty: 1033.219360
	Iteration 75Q: 3 clusters Score -5299257 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5299295.500000 Penalty: 1033.219360
	Iteration 76Q: 3 clusters Score -5299296 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -5299338.500000 Penalty: 1033.219360
	Iteration 77Q: 3 clusters Score -5299338 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5299387.500000 Penalty: 1033.219360
	Iteration 78Q: 3 clusters Score -5299388 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5299444.500000 Penalty: 1033.219360
	Iteration 79Q: 3 clusters Score -5299444 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5299477.000000 Penalty: 1033.219360
	Iteration 80F: 3 clusters Score -5299477 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5299543.000000 Penalty: 1033.219360
	Iteration 81Q: 3 clusters Score -5299543 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5299602.000000 Penalty: 1033.219360
	Iteration 82Q: 3 clusters Score -5299602 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5299689.500000 Penalty: 1033.219360
	Iteration 83Q: 3 clusters Score -5299690 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5299770.500000 Penalty: 1033.219360
	Iteration 84Q: 3 clusters Score -5299770 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5299856.500000 Penalty: 1033.219360
	Iteration 85Q: 3 clusters Score -5299856 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5299957.000000 Penalty: 1033.219360
	Iteration 86Q: 3 clusters Score -5299957 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5300070.500000 Penalty: 1033.219360
	Iteration 87Q: 3 clusters Score -5300070 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5300182.000000 Penalty: 1033.219360
	Iteration 88Q: 3 clusters Score -5300182 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5300308.000000 Penalty: 1033.219360
	Iteration 89Q: 3 clusters Score -5300308 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -5300473.500000 Penalty: 1033.219360
	Iteration 90Q: 3 clusters Score -5300474 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5300703.500000 Penalty: 1033.219360
	Iteration 91Q: 3 clusters Score -5300704 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71436 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5300925.000000 Penalty: 1033.219360
	Iteration 92Q: 3 clusters Score -5300925 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -5301143.500000 Penalty: 1033.219360
	Iteration 93Q: 3 clusters Score -5301144 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5301407.000000 Penalty: 1033.219360
	Iteration 94Q: 3 clusters Score -5301407 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5301696.000000 Penalty: 1033.219360
	Iteration 95Q: 3 clusters Score -5301696 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -5301968.000000 Penalty: 1033.219360
	Iteration 96Q: 3 clusters Score -5301968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5302334.000000 Penalty: 1033.219360
	Iteration 97Q: 3 clusters Score -5302334 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -5302621.500000 Penalty: 1033.219360
	Iteration 98Q: 3 clusters Score -5302622 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5302914.500000 Penalty: 1033.219360
	Iteration 99Q: 3 clusters Score -5302914 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5303162.000000 Penalty: 1033.219360
	Iteration 100F: 3 clusters Score -5303162 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -5303413.500000 Penalty: 1033.219360
	Iteration 101Q: 3 clusters Score -5303414 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5303632.500000 Penalty: 1033.219360
	Iteration 102Q: 3 clusters Score -5303632 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5303801.500000 Penalty: 1033.219360
	Iteration 103Q: 3 clusters Score -5303802 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5303984.000000 Penalty: 1033.219360
	Iteration 104Q: 3 clusters Score -5303984 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5304161.500000 Penalty: 1033.219360
	Iteration 105Q: 3 clusters Score -5304162 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5304274.000000 Penalty: 1033.219360
	Iteration 106Q: 3 clusters Score -5304274 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5304387.000000 Penalty: 1033.219360
	Iteration 107Q: 3 clusters Score -5304387 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5304468.500000 Penalty: 1033.219360
	Iteration 108Q: 3 clusters Score -5304468 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5304540.000000 Penalty: 1033.219360
	Iteration 109Q: 3 clusters Score -5304540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5304583.500000 Penalty: 1033.219360
	Iteration 110Q: 3 clusters Score -5304584 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5304652.000000 Penalty: 1033.219360
	Iteration 111Q: 3 clusters Score -5304652 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5304703.000000 Penalty: 1033.219360
	Iteration 112Q: 3 clusters Score -5304703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5304746.000000 Penalty: 1033.219360
	Iteration 113Q: 3 clusters Score -5304746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5304787.000000 Penalty: 1033.219360
	Iteration 114Q: 3 clusters Score -5304787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5304806.500000 Penalty: 1033.219360
	Iteration 115Q: 3 clusters Score -5304806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5304829.500000 Penalty: 1033.219360
	Iteration 116Q: 3 clusters Score -5304830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5304834.500000 Penalty: 1033.219360
	Iteration 117Q: 3 clusters Score -5304834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5304839.000000 Penalty: 1033.219360
	Iteration 118Q: 3 clusters Score -5304839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5304843.500000 Penalty: 1033.219360
	Iteration 119Q: 3 clusters Score -5304844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5304830.000000 Penalty: 1033.219360
	Iteration 120F: 3 clusters Score -5304830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84787 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5304836.000000 Penalty: 1033.219360
	Iteration 121Q: 3 clusters Score -5304836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5304850.500000 Penalty: 1033.219360
	Iteration 122Q: 3 clusters Score -5304850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5304849.000000 Penalty: 1033.219360
	Iteration 123Q: 3 clusters Score -5304849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5304852.000000 Penalty: 1033.219360
	Iteration 124Q: 3 clusters Score -5304852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5304849.500000 Penalty: 1033.219360
	Iteration 125Q: 3 clusters Score -5304850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5304852.500000 Penalty: 1033.219360
	Iteration 126Q: 3 clusters Score -5304852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5304845.000000 Penalty: 1033.219360
	Iteration 127Q: 3 clusters Score -5304845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5304850.500000 Penalty: 1033.219360
	Iteration 128Q: 3 clusters Score -5304850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5304851.500000 Penalty: 1033.219360
	Iteration 129Q: 3 clusters Score -5304852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5304852.000000 Penalty: 1033.219360
	Iteration 130Q: 3 clusters Score -5304852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5304851.500000 Penalty: 1033.219360
	Iteration 131Q: 3 clusters Score -5304852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5304853.500000 Penalty: 1033.219360
	Iteration 132Q: 3 clusters Score -5304854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5304852.500000 Penalty: 1033.219360
	Iteration 133Q: 3 clusters Score -5304852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5304848.000000 Penalty: 1033.219360
	Iteration 134Q: 3 clusters Score -5304848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5304849.500000 Penalty: 1033.219360
	Iteration 135Q: 3 clusters Score -5304850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5304851.000000 Penalty: 1033.219360
	Iteration 136Q: 3 clusters Score -5304851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5304853.500000 Penalty: 1033.219360
	Iteration 137Q: 3 clusters Score -5304854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5304854.500000 Penalty: 1033.219360
	Iteration 138Q: 3 clusters Score -5304854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5304859.000000 Penalty: 1033.219360
	Iteration 139Q: 3 clusters Score -5304859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5304858.500000 Penalty: 1033.219360
	Iteration 140F: 3 clusters Score -5304858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5304859.000000 Penalty: 1033.219360
	Iteration 141Q: 3 clusters Score -5304859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5304862.500000 Penalty: 1033.219360
	Iteration 142Q: 3 clusters Score -5304862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5304866.000000 Penalty: 1033.219360
	Iteration 143Q: 3 clusters Score -5304866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5304864.500000 Penalty: 1033.219360
	Iteration 144Q: 3 clusters Score -5304864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5304871.000000 Penalty: 1033.219360
	Iteration 145Q: 3 clusters Score -5304871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5304873.000000 Penalty: 1033.219360
	Iteration 146Q: 3 clusters Score -5304873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5304880.000000 Penalty: 1033.219360
	Iteration 147Q: 3 clusters Score -5304880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5304881.000000 Penalty: 1033.219360
	Iteration 148Q: 3 clusters Score -5304881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5304881.000000 Penalty: 1033.219360
	Iteration 149Q: 3 clusters Score -5304881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5304882.000000 Penalty: 1033.219360
	Iteration 150Q: 3 clusters Score -5304882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5304883.000000 Penalty: 1033.219360
	Iteration 151Q: 3 clusters Score -5304883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5304887.000000 Penalty: 1033.219360
	Iteration 152Q: 3 clusters Score -5304887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5304889.000000 Penalty: 1033.219360
	Iteration 153Q: 3 clusters Score -5304889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84952 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5304889.000000 Penalty: 1033.219360
	Iteration 154Q: 3 clusters Score -5304889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5304891.500000 Penalty: 1033.219360
	Iteration 155Q: 3 clusters Score -5304892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5304891.000000 Penalty: 1033.219360
	Iteration 156Q: 3 clusters Score -5304891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5304887.500000 Penalty: 1033.219360
	Iteration 157Q: 3 clusters Score -5304888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5304891.500000 Penalty: 1033.219360
	Iteration 158Q: 3 clusters Score -5304892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5304896.500000 Penalty: 1033.219360
	Iteration 159Q: 3 clusters Score -5304896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5304894.500000 Penalty: 1033.219360
	Iteration 160F: 3 clusters Score -5304894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5304896.500000 Penalty: 1033.219360
	Iteration 161Q: 3 clusters Score -5304896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5304895.000000 Penalty: 1033.219360
	Iteration 162Q: 3 clusters Score -5304895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5304895.000000 Penalty: 1033.219360
	Iteration 163F: 3 clusters Score -5304895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -10154.101562 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -10154.1 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 72 members 
Entering Unmasked Estep 
Score: -9910.750000 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -9910.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9945.052734 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -9945.053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9955.958984 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -9955.959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9957.945312 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -9957.945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9959.340820 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -9959.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9959.340820 Penalty: 449.689453
	Iteration 5F: 3 clusters Score -9959.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24116.966797 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24116.97 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24259.644531 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24259.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24328.843750 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24328.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24364.523438 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -24364.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24386.662109 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24386.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24404.554688 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24404.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24413.970703 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24413.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24417.160156 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24417.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24418.412109 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24418.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24419.269531 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -24419.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24419.269531 Penalty: 544.995483
	Iteration 10F: 3 clusters Score -24419.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -15007.534180 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -15007.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -14683.258789 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14683.26 nChanged 86
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: -14820.416016 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14820.42 nChanged 30
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: -14947.306641 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14947.31 nChanged 24
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: -15070.705078 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -15070.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15119.194336 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -15119.19 nChanged 14
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: -15161.557617 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -15161.56 nChanged 4
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: -15172.938477 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -15172.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15178.834961 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -15178.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15180.655273 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -15180.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15190.145508 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -15190.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15201.080078 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -15201.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15204.186523 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -15204.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15204.186523 Penalty: 519.044189
	Iteration 12F: 3 clusters Score -15204.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Entering Unmasked Estep 
Score: -53283988.000000 Penalty: 43036.371094
Splitting cluster 21 changes total score from -53283776.000000 to -53283988.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 22 (112331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Entering Unmasked Estep 
Score: -7003132.000000 Penalty: 529.128845
	Iteration 0F: 2 clusters Score -7003132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -6931402.000000 Penalty: 1058.257690
	Iteration 0F: 3 clusters Score -6931402 nChanged 54698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -6966842.000000 Penalty: 1058.257690
	Iteration 1F: 3 clusters Score -6966842 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -6970277.500000 Penalty: 1058.257690
	Iteration 2F: 3 clusters Score -6970278 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -6976084.500000 Penalty: 1058.257690
	Iteration 3F: 3 clusters Score -6976084 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -6984222.500000 Penalty: 1058.257690
	Iteration 4F: 3 clusters Score -6984222 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -6992456.000000 Penalty: 1058.257690
	Iteration 5F: 3 clusters Score -6992456 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -6997763.500000 Penalty: 1058.257690
	Iteration 6F: 3 clusters Score -6997764 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 107042 members 
Entering Unmasked Estep 
Score: -7000344.500000 Penalty: 1058.257690
	Iteration 7Q: 3 clusters Score -7000344 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -7001385.000000 Penalty: 1058.257690
	Iteration 8Q: 3 clusters Score -7001385 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -7001935.000000 Penalty: 1058.257690
	Iteration 9Q: 3 clusters Score -7001935 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -7002222.000000 Penalty: 1058.257690
	Iteration 10Q: 3 clusters Score -7002222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -7002388.000000 Penalty: 1058.257690
	Iteration 11Q: 3 clusters Score -7002388 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 111231 members 
Entering Unmasked Estep 
Score: -7002473.000000 Penalty: 1058.257690
	Iteration 12Q: 3 clusters Score -7002473 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -7002523.500000 Penalty: 1058.257690
	Iteration 13Q: 3 clusters Score -7002524 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -7002564.000000 Penalty: 1058.257690
	Iteration 14Q: 3 clusters Score -7002564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -7002558.000000 Penalty: 1058.257690
	Iteration 15Q: 3 clusters Score -7002558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -7002581.000000 Penalty: 1058.257690
	Iteration 16Q: 3 clusters Score -7002581 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -7002621.500000 Penalty: 1058.257690
	Iteration 17Q: 3 clusters Score -7002622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -7002649.500000 Penalty: 1058.257690
	Iteration 18Q: 3 clusters Score -7002650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 111933 members 
Entering Unmasked Estep 
Score: -7002656.500000 Penalty: 1058.257690
	Iteration 19Q: 3 clusters Score -7002656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 111968 members 
Entering Unmasked Estep 
Score: -7002675.000000 Penalty: 1058.257690
	Iteration 20F: 3 clusters Score -7002675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -7002684.500000 Penalty: 1058.257690
	Iteration 21Q: 3 clusters Score -7002684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -7002696.500000 Penalty: 1058.257690
	Iteration 22Q: 3 clusters Score -7002696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -7002696.000000 Penalty: 1058.257690
	Iteration 23Q: 3 clusters Score -7002696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -7002713.500000 Penalty: 1058.257690
	Iteration 24Q: 3 clusters Score -7002714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -7002714.000000 Penalty: 1058.257690
	Iteration 25Q: 3 clusters Score -7002714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 112054 members 
Entering Unmasked Estep 
Score: -7002722.000000 Penalty: 1058.257690
	Iteration 26Q: 3 clusters Score -7002722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -7002728.500000 Penalty: 1058.257690
	Iteration 27Q: 3 clusters Score -7002728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -7002732.000000 Penalty: 1058.257690
	Iteration 28Q: 3 clusters Score -7002732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 112087 members 
Entering Unmasked Estep 
Score: -7002733.500000 Penalty: 1058.257690
	Iteration 29Q: 3 clusters Score -7002734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -7002730.000000 Penalty: 1058.257690
	Iteration 30Q: 3 clusters Score -7002730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 112087 members 
Entering Unmasked Estep 
Score: -7002734.000000 Penalty: 1058.257690
	Iteration 31Q: 3 clusters Score -7002734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -7002735.500000 Penalty: 1058.257690
	Iteration 32Q: 3 clusters Score -7002736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -7002736.500000 Penalty: 1058.257690
	Iteration 33Q: 3 clusters Score -7002736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 112098 members 
Entering Unmasked Estep 
Score: -7002745.000000 Penalty: 1058.257690
	Iteration 34Q: 3 clusters Score -7002745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 112104 members 
Entering Unmasked Estep 
Score: -7002745.500000 Penalty: 1058.257690
	Iteration 35Q: 3 clusters Score -7002746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -7002742.500000 Penalty: 1058.257690
	Iteration 36Q: 3 clusters Score -7002742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -7002739.500000 Penalty: 1058.257690
	Iteration 37Q: 3 clusters Score -7002740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -7002745.000000 Penalty: 1058.257690
	Iteration 38Q: 3 clusters Score -7002745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -7002744.000000 Penalty: 1058.257690
	Iteration 39Q: 3 clusters Score -7002744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 112120 members 
Entering Unmasked Estep 
Score: -7002747.500000 Penalty: 1058.257690
	Iteration 40F: 3 clusters Score -7002748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -7002750.000000 Penalty: 1058.257690
	Iteration 41Q: 3 clusters Score -7002750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -7002744.000000 Penalty: 1058.257690
	Iteration 42Q: 3 clusters Score -7002744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -7002744.000000 Penalty: 1058.257690
	Iteration 43F: 3 clusters Score -7002744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (75873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Entering Unmasked Estep 
Score: -4761958.500000 Penalty: 511.275146
	Iteration 0F: 2 clusters Score -4761958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -4710955.000000 Penalty: 1022.550293
	Iteration 0F: 3 clusters Score -4710955 nChanged 36729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -4734079.500000 Penalty: 1022.550293
	Iteration 1F: 3 clusters Score -4734080 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -4736051.000000 Penalty: 1022.550293
	Iteration 2F: 3 clusters Score -4736051 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -4739378.000000 Penalty: 1022.550293
	Iteration 3F: 3 clusters Score -4739378 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -4744461.000000 Penalty: 1022.550293
	Iteration 4F: 3 clusters Score -4744461 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -4749876.000000 Penalty: 1022.550293
	Iteration 5F: 3 clusters Score -4749876 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -4754006.500000 Penalty: 1022.550293
	Iteration 6F: 3 clusters Score -4754006 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -4756594.000000 Penalty: 1022.550293
	Iteration 7Q: 3 clusters Score -4756594 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -4758149.000000 Penalty: 1022.550293
	Iteration 8Q: 3 clusters Score -4758149 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -4759203.500000 Penalty: 1022.550293
	Iteration 9Q: 3 clusters Score -4759204 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -4759946.000000 Penalty: 1022.550293
	Iteration 10Q: 3 clusters Score -4759946 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -4760458.000000 Penalty: 1022.550293
	Iteration 11Q: 3 clusters Score -4760458 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -4760844.000000 Penalty: 1022.550293
	Iteration 12Q: 3 clusters Score -4760844 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -4761094.000000 Penalty: 1022.550293
	Iteration 13Q: 3 clusters Score -4761094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -4761256.000000 Penalty: 1022.550293
	Iteration 14Q: 3 clusters Score -4761256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -4761362.500000 Penalty: 1022.550293
	Iteration 15Q: 3 clusters Score -4761362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -4761406.500000 Penalty: 1022.550293
	Iteration 16Q: 3 clusters Score -4761406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -4761430.000000 Penalty: 1022.550293
	Iteration 17Q: 3 clusters Score -4761430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -4761445.000000 Penalty: 1022.550293
	Iteration 18Q: 3 clusters Score -4761445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -4761463.000000 Penalty: 1022.550293
	Iteration 19Q: 3 clusters Score -4761463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -4761480.500000 Penalty: 1022.550293
	Iteration 20F: 3 clusters Score -4761480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -4761491.500000 Penalty: 1022.550293
	Iteration 21Q: 3 clusters Score -4761492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -4761495.500000 Penalty: 1022.550293
	Iteration 22Q: 3 clusters Score -4761496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -4761501.500000 Penalty: 1022.550293
	Iteration 23Q: 3 clusters Score -4761502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -4761506.000000 Penalty: 1022.550293
	Iteration 24Q: 3 clusters Score -4761506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -4761511.500000 Penalty: 1022.550293
	Iteration 25Q: 3 clusters Score -4761512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -4761517.000000 Penalty: 1022.550293
	Iteration 26Q: 3 clusters Score -4761517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -4761518.000000 Penalty: 1022.550293
	Iteration 27Q: 3 clusters Score -4761518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -4761520.000000 Penalty: 1022.550293
	Iteration 28Q: 3 clusters Score -4761520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -4761518.500000 Penalty: 1022.550293
	Iteration 29Q: 3 clusters Score -4761518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -4761522.500000 Penalty: 1022.550293
	Iteration 30Q: 3 clusters Score -4761522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -4761528.500000 Penalty: 1022.550293
	Iteration 31Q: 3 clusters Score -4761528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -4761528.500000 Penalty: 1022.550293
	Iteration 32Q: 3 clusters Score -4761528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -4761528.500000 Penalty: 1022.550293
	Iteration 33F: 3 clusters Score -4761528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -34469.246094 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -34469.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33980.300781 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -33980.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34128.421875 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -34128.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34161.535156 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -34161.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34178.656250 Penalty: 570.659973
	Iteration 3Q: 3 clusters Score -34178.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34196.550781 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -34196.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34209.898438 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -34209.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34225.960938 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -34225.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34237.878906 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -34237.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34244.519531 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -34244.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34254.968750 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -34254.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34265.585938 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -34265.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34273.601562 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -34273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34282.648438 Penalty: 570.659973
	Iteration 12Q: 3 clusters Score -34282.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34286.992188 Penalty: 570.659973
	Iteration 13Q: 3 clusters Score -34286.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34288.261719 Penalty: 570.659973
	Iteration 14Q: 3 clusters Score -34288.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34289.964844 Penalty: 570.659973
	Iteration 15Q: 3 clusters Score -34289.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34291.875000 Penalty: 570.659973
	Iteration 16Q: 3 clusters Score -34291.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34293.433594 Penalty: 570.659973
	Iteration 17Q: 3 clusters Score -34293.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34294.183594 Penalty: 570.659973
	Iteration 18Q: 3 clusters Score -34294.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34294.519531 Penalty: 570.659973
	Iteration 19Q: 3 clusters Score -34294.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34294.628906 Penalty: 570.659973
	Iteration 20F: 3 clusters Score -34294.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -8641.337891 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -8641.338 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 87 members 
Entering Unmasked Estep 
Score: -8387.953125 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -8387.953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8461.437500 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -8461.438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8516.388672 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -8516.389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8530.395508 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -8530.396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8563.848633 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -8563.849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8591.041016 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -8591.041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8634.153320 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -8634.153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8641.552734 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -8641.553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8644.240234 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -8644.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8649.783203 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -8649.783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8652.725586 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -8652.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8659.393555 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -8659.394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8678.888672 Penalty: 471.542328
	Iteration 12Q: 3 clusters Score -8678.889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8680.530273 Penalty: 471.542328
	Iteration 13Q: 3 clusters Score -8680.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8680.530273 Penalty: 471.542328
	Iteration 14F: 3 clusters Score -8680.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 59 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 189 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 119 members 
Entering Unmasked Estep 
Score: -53283648.000000 Penalty: 43660.085938
Splitting cluster 25 changes total score from -53283776.000000 to -53283648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -8128.391113 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -8128.391 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 84 members 
Entering Unmasked Estep 
Score: -7886.298340 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -7886.298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7938.298340 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -7938.298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7953.269043 Penalty: 462.971283
	Iteration 2Q: 3 clusters Score -7953.269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7960.426758 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -7960.427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7977.306152 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -7977.306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7988.336426 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -7988.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7995.798340 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -7995.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7995.798340 Penalty: 462.971283
	Iteration 7F: 3 clusters Score -7995.798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -366049.312500 Penalty: 394.993744
	Iteration 0F: 2 clusters Score -366049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -362078.687500 Penalty: 789.987488
	Iteration 0F: 3 clusters Score -362078.7 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -363568.375000 Penalty: 789.987488
	Iteration 1F: 3 clusters Score -363568.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -363795.375000 Penalty: 789.987488
	Iteration 2F: 3 clusters Score -363795.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -364119.093750 Penalty: 789.987488
	Iteration 3F: 3 clusters Score -364119.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -364565.500000 Penalty: 789.987488
	Iteration 4F: 3 clusters Score -364565.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -365081.625000 Penalty: 789.987488
	Iteration 5F: 3 clusters Score -365081.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -365419.437500 Penalty: 789.987488
	Iteration 6F: 3 clusters Score -365419.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -365587.781250 Penalty: 789.987488
	Iteration 7Q: 3 clusters Score -365587.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -365652.562500 Penalty: 789.987488
	Iteration 8Q: 3 clusters Score -365652.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -365673.375000 Penalty: 789.987488
	Iteration 9Q: 3 clusters Score -365673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -365683.281250 Penalty: 789.987488
	Iteration 10Q: 3 clusters Score -365683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -365689.093750 Penalty: 789.987488
	Iteration 11Q: 3 clusters Score -365689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -365694.156250 Penalty: 789.987488
	Iteration 12Q: 3 clusters Score -365694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -365695.625000 Penalty: 789.987488
	Iteration 13Q: 3 clusters Score -365695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -365695.625000 Penalty: 789.987488
	Iteration 14F: 3 clusters Score -365695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (126997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Entering Unmasked Estep 
Score: -7766814.000000 Penalty: 534.712280
	Iteration 0F: 2 clusters Score -7766814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -7684083.500000 Penalty: 1069.424561
	Iteration 0F: 3 clusters Score -7684084 nChanged 62506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -7724384.500000 Penalty: 1069.424561
	Iteration 1F: 3 clusters Score -7724384 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -7729559.500000 Penalty: 1069.424561
	Iteration 2F: 3 clusters Score -7729560 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -7737668.000000 Penalty: 1069.424561
	Iteration 3F: 3 clusters Score -7737668 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7745754 nChanged 7518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7749965 nChanged 4521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7751556 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7752476 nChanged 2308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7753407 nChanged 2288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7754353 nChanged 2312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7755249 nChanged 2297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7756185 nChanged 2156
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Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7756983 nChanged 2089
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Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7757653 nChanged 1965
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7758257 nChanged 1743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7758780 nChanged 1592
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Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7759242 nChanged 1457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7759552 nChanged 1308
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Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7759757 nChanged 1090
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7759983 nChanged 958
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7760102 nChanged 898
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7760252 nChanged 844
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Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7760366 nChanged 730
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Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7760425 nChanged 670
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7760529 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7760642 nChanged 589
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Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7760688 nChanged 549
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Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7760739 nChanged 510
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Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7760775 nChanged 475
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Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7760870 nChanged 489
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Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7760902 nChanged 499
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Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7760939 nChanged 511
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Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7760964 nChanged 510
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Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7761000 nChanged 462
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Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7761024 nChanged 466
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Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7761056 nChanged 499
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Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7761090 nChanged 513
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Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7761124 nChanged 512
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Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7761155 nChanged 542
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Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7761176 nChanged 522
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Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7761211 nChanged 571
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Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7761246 nChanged 586
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Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7761218 nChanged 583
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Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7761240 nChanged 635
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Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7761346 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7761434 nChanged 719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7761517 nChanged 803
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Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7761580 nChanged 767
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Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7761622 nChanged 780
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Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7761695 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 39804 members 
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	Iteration 50Q: 3 clusters Score -7761776 nChanged 789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7761830 nChanged 816
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7761930 nChanged 833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7762006 nChanged 828
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7762136 nChanged 816
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Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7762200 nChanged 788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7762250 nChanged 842
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92905 members 
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	Iteration 57Q: 3 clusters Score -7762297 nChanged 835
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7762353 nChanged 862
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 32395 members 
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	Iteration 59Q: 3 clusters Score -7762442 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 31535 members 
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	Iteration 60F: 3 clusters Score -7762515 nChanged 899
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Mstep: Class 1 contains 96361 members 
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	Iteration 61Q: 3 clusters Score -7762598 nChanged 884
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Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 29752 members 
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	Iteration 62Q: 3 clusters Score -7762639 nChanged 903
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Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7762772 nChanged 949
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 27900 members 
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	Iteration 64Q: 3 clusters Score -7762848 nChanged 1000
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Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 26900 members 
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	Iteration 65Q: 3 clusters Score -7762974 nChanged 975
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Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7763070 nChanged 991
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7763231 nChanged 1053
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 23881 members 
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	Iteration 68Q: 3 clusters Score -7763350 nChanged 1101
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Mstep: Class 1 contains 104217 members 
Mstep: Class 2 contains 22780 members 
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	Iteration 69Q: 3 clusters Score -7763564 nChanged 1150
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Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 21630 members 
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	Iteration 70Q: 3 clusters Score -7763776 nChanged 1075
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Mstep: Class 1 contains 106442 members 
Mstep: Class 2 contains 20555 members 
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	Iteration 71Q: 3 clusters Score -7763961 nChanged 1076
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Mstep: Class 2 contains 19479 members 
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	Iteration 72Q: 3 clusters Score -7764195 nChanged 1095
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Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7764428 nChanged 1044
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Mstep: Class 2 contains 17340 members 
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	Iteration 74Q: 3 clusters Score -7764612 nChanged 957
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Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 16383 members 
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	Iteration 75Q: 3 clusters Score -7764788 nChanged 981
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Mstep: Class 1 contains 111595 members 
Mstep: Class 2 contains 15402 members 
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	Iteration 76Q: 3 clusters Score -7764932 nChanged 961
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Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 14441 members 
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	Iteration 77Q: 3 clusters Score -7765100 nChanged 928
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Mstep: Class 1 contains 113484 members 
Mstep: Class 2 contains 13513 members 
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	Iteration 78Q: 3 clusters Score -7765227 nChanged 931
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Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 12582 members 
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	Iteration 79Q: 3 clusters Score -7765437 nChanged 834
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	Iteration 80F: 3 clusters Score -7765518 nChanged 811
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	Iteration 81Q: 3 clusters Score -7765652 nChanged 815
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Mstep: Class 1 contains 116875 members 
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	Iteration 82Q: 3 clusters Score -7765792 nChanged 734
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Mstep: Class 1 contains 117609 members 
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	Iteration 83Q: 3 clusters Score -7765947 nChanged 659
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	Iteration 84Q: 3 clusters Score -7766063 nChanged 625
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	Iteration 85Q: 3 clusters Score -7766179 nChanged 568
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	Iteration 86Q: 3 clusters Score -7766284 nChanged 507
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	Iteration 87Q: 3 clusters Score -7766348 nChanged 436
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Mstep: Class 2 contains 6597 members 
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	Iteration 88Q: 3 clusters Score -7766394 nChanged 411
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Mstep: Class 2 contains 6186 members 
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	Iteration 89Q: 3 clusters Score -7766477 nChanged 347
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	Iteration 90Q: 3 clusters Score -7766526 nChanged 316
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	Iteration 91Q: 3 clusters Score -7766566 nChanged 296
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Mstep: Class 1 contains 121766 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7766600 nChanged 253
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	Iteration 93Q: 3 clusters Score -7766610 nChanged 227
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	Iteration 94Q: 3 clusters Score -7766624 nChanged 216
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	Iteration 95Q: 3 clusters Score -7766648 nChanged 191
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	Iteration 96Q: 3 clusters Score -7766652 nChanged 171
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Entering Unmasked Estep 
Score: -7766685.500000 Penalty: 1069.424561
	Iteration 97Q: 3 clusters Score -7766686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7766703.000000 Penalty: 1069.424561
	Iteration 98Q: 3 clusters Score -7766703 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7766721.500000 Penalty: 1069.424561
	Iteration 99Q: 3 clusters Score -7766722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7766730.500000 Penalty: 1069.424561
	Iteration 100F: 3 clusters Score -7766730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7766754.500000 Penalty: 1069.424561
	Iteration 101Q: 3 clusters Score -7766754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -7766755.500000 Penalty: 1069.424561
	Iteration 102Q: 3 clusters Score -7766756 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7766786.500000 Penalty: 1069.424561
	Iteration 103Q: 3 clusters Score -7766786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7766798.500000 Penalty: 1069.424561
	Iteration 104Q: 3 clusters Score -7766798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7766812.000000 Penalty: 1069.424561
	Iteration 105Q: 3 clusters Score -7766812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7766812.500000 Penalty: 1069.424561
	Iteration 106Q: 3 clusters Score -7766812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -7766836.000000 Penalty: 1069.424561
	Iteration 107Q: 3 clusters Score -7766836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124047 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7766846.500000 Penalty: 1069.424561
	Iteration 108Q: 3 clusters Score -7766846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7766843.500000 Penalty: 1069.424561
	Iteration 109Q: 3 clusters Score -7766844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7766852.000000 Penalty: 1069.424561
	Iteration 110Q: 3 clusters Score -7766852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124236 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7766844.500000 Penalty: 1069.424561
	Iteration 111Q: 3 clusters Score -7766844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7766851.000000 Penalty: 1069.424561
	Iteration 112Q: 3 clusters Score -7766851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7766846.500000 Penalty: 1069.424561
	Iteration 113Q: 3 clusters Score -7766846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124403 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7766843.000000 Penalty: 1069.424561
	Iteration 114Q: 3 clusters Score -7766843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7766839.000000 Penalty: 1069.424561
	Iteration 115Q: 3 clusters Score -7766839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7766844.500000 Penalty: 1069.424561
	Iteration 116Q: 3 clusters Score -7766844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7766840.500000 Penalty: 1069.424561
	Iteration 117Q: 3 clusters Score -7766840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7766842.500000 Penalty: 1069.424561
	Iteration 118Q: 3 clusters Score -7766842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124593 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7766846.000000 Penalty: 1069.424561
	Iteration 119Q: 3 clusters Score -7766846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7766834.000000 Penalty: 1069.424561
	Iteration 120F: 3 clusters Score -7766834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7766829.000000 Penalty: 1069.424561
	Iteration 121Q: 3 clusters Score -7766829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7766832.000000 Penalty: 1069.424561
	Iteration 122Q: 3 clusters Score -7766832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124759 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7766837.000000 Penalty: 1069.424561
	Iteration 123Q: 3 clusters Score -7766837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7766822.000000 Penalty: 1069.424561
	Iteration 124Q: 3 clusters Score -7766822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124863 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7766821.000000 Penalty: 1069.424561
	Iteration 125Q: 3 clusters Score -7766821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7766823.500000 Penalty: 1069.424561
	Iteration 126Q: 3 clusters Score -7766824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7766822.000000 Penalty: 1069.424561
	Iteration 127Q: 3 clusters Score -7766822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7766819.500000 Penalty: 1069.424561
	Iteration 128Q: 3 clusters Score -7766820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7766819.500000 Penalty: 1069.424561
	Iteration 129Q: 3 clusters Score -7766820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7766815.000000 Penalty: 1069.424561
	Iteration 130Q: 3 clusters Score -7766815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7766821.000000 Penalty: 1069.424561
	Iteration 131Q: 3 clusters Score -7766821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7766810.000000 Penalty: 1069.424561
	Iteration 132Q: 3 clusters Score -7766810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7766809.500000 Penalty: 1069.424561
	Iteration 133Q: 3 clusters Score -7766810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7766815.500000 Penalty: 1069.424561
	Iteration 134Q: 3 clusters Score -7766816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7766817.500000 Penalty: 1069.424561
	Iteration 135Q: 3 clusters Score -7766818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7766818.500000 Penalty: 1069.424561
	Iteration 136Q: 3 clusters Score -7766818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7766811.000000 Penalty: 1069.424561
	Iteration 137Q: 3 clusters Score -7766811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7766810.500000 Penalty: 1069.424561
	Iteration 138Q: 3 clusters Score -7766810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7766805.500000 Penalty: 1069.424561
	Iteration 139Q: 3 clusters Score -7766806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125079 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7766804.000000 Penalty: 1069.424561
	Iteration 140F: 3 clusters Score -7766804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125084 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7766812.500000 Penalty: 1069.424561
	Iteration 141Q: 3 clusters Score -7766812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125088 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7766809.500000 Penalty: 1069.424561
	Iteration 142Q: 3 clusters Score -7766810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7766811.000000 Penalty: 1069.424561
	Iteration 143Q: 3 clusters Score -7766811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7766810.000000 Penalty: 1069.424561
	Iteration 144Q: 3 clusters Score -7766810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7766809.000000 Penalty: 1069.424561
	Iteration 145Q: 3 clusters Score -7766809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7766812.500000 Penalty: 1069.424561
	Iteration 146Q: 3 clusters Score -7766812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7766815.000000 Penalty: 1069.424561
	Iteration 147Q: 3 clusters Score -7766815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7766814.000000 Penalty: 1069.424561
	Iteration 148Q: 3 clusters Score -7766814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7766814.000000 Penalty: 1069.424561
	Iteration 149Q: 3 clusters Score -7766814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7766813.000000 Penalty: 1069.424561
	Iteration 150Q: 3 clusters Score -7766813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7766809.500000 Penalty: 1069.424561
	Iteration 151Q: 3 clusters Score -7766810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7766810.000000 Penalty: 1069.424561
	Iteration 152Q: 3 clusters Score -7766810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7766810.000000 Penalty: 1069.424561
	Iteration 153F: 3 clusters Score -7766810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -131882.671875 Penalty: 347.208069
	Iteration 0F: 2 clusters Score -131882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -130418.539062 Penalty: 694.416138
	Iteration 0F: 3 clusters Score -130418.5 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -131032.351562 Penalty: 694.416138
	Iteration 1F: 3 clusters Score -131032.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -131198.296875 Penalty: 694.416138
	Iteration 2F: 3 clusters Score -131198.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -131365.500000 Penalty: 694.416138
	Iteration 3F: 3 clusters Score -131365.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -131498.093750 Penalty: 694.416138
	Iteration 4F: 3 clusters Score -131498.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -131589.937500 Penalty: 694.416138
	Iteration 5Q: 3 clusters Score -131589.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -131642.937500 Penalty: 694.416138
	Iteration 6Q: 3 clusters Score -131642.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -131688.328125 Penalty: 694.416138
	Iteration 7Q: 3 clusters Score -131688.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -131715.250000 Penalty: 694.416138
	Iteration 8Q: 3 clusters Score -131715.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -131724.468750 Penalty: 694.416138
	Iteration 9Q: 3 clusters Score -131724.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -131727.953125 Penalty: 694.416138
	Iteration 10Q: 3 clusters Score -131728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -131730.015625 Penalty: 694.416138
	Iteration 11Q: 3 clusters Score -131730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -131732.406250 Penalty: 694.416138
	Iteration 12Q: 3 clusters Score -131732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -131735.593750 Penalty: 694.416138
	Iteration 13Q: 3 clusters Score -131735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -131736.593750 Penalty: 694.416138
	Iteration 14Q: 3 clusters Score -131736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -131737.609375 Penalty: 694.416138
	Iteration 15Q: 3 clusters Score -131737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -131737.765625 Penalty: 694.416138
	Iteration 16Q: 3 clusters Score -131737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -131737.765625 Penalty: 694.416138
	Iteration 17F: 3 clusters Score -131737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -31659.105469 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -31659.11 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 273 members 
Entering Unmasked Estep 
Score: -31169.800781 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -31169.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31368.000000 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -31368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31435.013672 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -31435.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31459.519531 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -31459.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31482.185547 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -31482.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31499.738281 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -31499.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31511.478516 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -31511.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31516.746094 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -31516.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31523.136719 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -31523.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31525.718750 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -31525.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31529.634766 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -31529.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31536.294922 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -31536.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31545.201172 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -31545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31553.652344 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -31553.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31561.800781 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -31561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31573.173828 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -31573.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31578.552734 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -31578.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31581.394531 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -31581.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31584.177734 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -31584.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31585.644531 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -31585.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31586.355469 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -31586.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -303162.468750 Penalty: 387.477631
	Iteration 0F: 2 clusters Score -303162.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -299762.187500 Penalty: 774.955261
	Iteration 0F: 3 clusters Score -299762.2 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -301083.000000 Penalty: 774.955261
	Iteration 1F: 3 clusters Score -301083 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -301243.843750 Penalty: 774.955261
	Iteration 2F: 3 clusters Score -301243.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -301397.875000 Penalty: 774.955261
	Iteration 3F: 3 clusters Score -301397.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -301531.750000 Penalty: 774.955261
	Iteration 4F: 3 clusters Score -301531.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -301635.593750 Penalty: 774.955261
	Iteration 5Q: 3 clusters Score -301635.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -301750.125000 Penalty: 774.955261
	Iteration 6Q: 3 clusters Score -301750.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -301846.500000 Penalty: 774.955261
	Iteration 7Q: 3 clusters Score -301846.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -301931.625000 Penalty: 774.955261
	Iteration 8Q: 3 clusters Score -301931.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -301993.875000 Penalty: 774.955261
	Iteration 9Q: 3 clusters Score -301993.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -302045.562500 Penalty: 774.955261
	Iteration 10Q: 3 clusters Score -302045.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -302081.125000 Penalty: 774.955261
	Iteration 11Q: 3 clusters Score -302081.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -302120.718750 Penalty: 774.955261
	Iteration 12Q: 3 clusters Score -302120.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -302175.281250 Penalty: 774.955261
	Iteration 13Q: 3 clusters Score -302175.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -302235.750000 Penalty: 774.955261
	Iteration 14Q: 3 clusters Score -302235.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -302289.781250 Penalty: 774.955261
	Iteration 15Q: 3 clusters Score -302289.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -302334.500000 Penalty: 774.955261
	Iteration 16Q: 3 clusters Score -302334.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -302375.656250 Penalty: 774.955261
	Iteration 17Q: 3 clusters Score -302375.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -302428.500000 Penalty: 774.955261
	Iteration 18Q: 3 clusters Score -302428.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -302490.968750 Penalty: 774.955261
	Iteration 19Q: 3 clusters Score -302491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -302553.531250 Penalty: 774.955261
	Iteration 20F: 3 clusters Score -302553.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -302618.406250 Penalty: 774.955261
	Iteration 21Q: 3 clusters Score -302618.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -302681.218750 Penalty: 774.955261
	Iteration 22Q: 3 clusters Score -302681.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -302720.968750 Penalty: 774.955261
	Iteration 23Q: 3 clusters Score -302721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302754.843750 Penalty: 774.955261
	Iteration 24Q: 3 clusters Score -302754.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302781.156250 Penalty: 774.955261
	Iteration 25Q: 3 clusters Score -302781.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -302802.093750 Penalty: 774.955261
	Iteration 26Q: 3 clusters Score -302802.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -302811.687500 Penalty: 774.955261
	Iteration 27Q: 3 clusters Score -302811.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -302821.625000 Penalty: 774.955261
	Iteration 28Q: 3 clusters Score -302821.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -302827.093750 Penalty: 774.955261
	Iteration 29Q: 3 clusters Score -302827.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -302830.437500 Penalty: 774.955261
	Iteration 30Q: 3 clusters Score -302830.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -302833.125000 Penalty: 774.955261
	Iteration 31Q: 3 clusters Score -302833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -302834.687500 Penalty: 774.955261
	Iteration 32Q: 3 clusters Score -302834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -302837.312500 Penalty: 774.955261
	Iteration 33Q: 3 clusters Score -302837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -302838.593750 Penalty: 774.955261
	Iteration 34Q: 3 clusters Score -302838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -302838.375000 Penalty: 774.955261
	Iteration 35Q: 3 clusters Score -302838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -302839.062500 Penalty: 774.955261
	Iteration 36Q: 3 clusters Score -302839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -302839.093750 Penalty: 774.955261
	Iteration 37Q: 3 clusters Score -302839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -302839.937500 Penalty: 774.955261
	Iteration 38Q: 3 clusters Score -302839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -302841.062500 Penalty: 774.955261
	Iteration 39Q: 3 clusters Score -302841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302842.375000 Penalty: 774.955261
	Iteration 40F: 3 clusters Score -302842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -302844.406250 Penalty: 774.955261
	Iteration 41Q: 3 clusters Score -302844.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -302846.000000 Penalty: 774.955261
	Iteration 42Q: 3 clusters Score -302846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -302847.281250 Penalty: 774.955261
	Iteration 43Q: 3 clusters Score -302847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -302848.156250 Penalty: 774.955261
	Iteration 44Q: 3 clusters Score -302848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -302848.437500 Penalty: 774.955261
	Iteration 45Q: 3 clusters Score -302848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -302849.906250 Penalty: 774.955261
	Iteration 46Q: 3 clusters Score -302849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -302850.125000 Penalty: 774.955261
	Iteration 47Q: 3 clusters Score -302850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -302849.937500 Penalty: 774.955261
	Iteration 48Q: 3 clusters Score -302849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -302850.093750 Penalty: 774.955261
	Iteration 49Q: 3 clusters Score -302850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -302850.093750 Penalty: 774.955261
	Iteration 50F: 3 clusters Score -302850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -17686.191406 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -17686.19 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 136 members 
Entering Unmasked Estep 
Score: -17338.896484 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -17338.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17481.849609 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -17481.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17509.830078 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -17509.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17527.123047 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -17527.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17539.242188 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -17539.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17559.066406 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -17559.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17573.035156 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -17573.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17586.394531 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -17586.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17603.175781 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -17603.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17617.101562 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -17617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17637.935547 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -17637.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17651.156250 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -17651.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17660.535156 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -17660.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17667.281250 Penalty: 515.959167
	Iteration 13Q: 3 clusters Score -17667.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17668.136719 Penalty: 515.959167
	Iteration 14Q: 3 clusters Score -17668.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17668.136719 Penalty: 515.959167
	Iteration 15F: 3 clusters Score -17668.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 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 312 members 
Entering Unmasked Estep 
Score: -38937.136719 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38937.14 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39076.109375 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39076.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39133.406250 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39133.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39187.628906 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -39187.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39205.589844 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39205.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -39219.664062 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39219.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39232.406250 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39232.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39240.050781 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39240.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39245.664062 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39245.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -39250.914062 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39250.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39254.765625 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39254.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39257.304688 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39259.496094 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39260.675781 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -39260.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39262.214844 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -39262.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39264.578125 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -39264.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39267.445312 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -39267.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39267.613281 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -39267.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39267.613281 Penalty: 581.816772
	Iteration 18F: 3 clusters Score -39267.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -10740.604492 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -10740.6 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 96 members 
Entering Unmasked Estep 
Score: -10456.305664 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -10456.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10553.263672 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -10553.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10816.065430 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -10816.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11081.772461 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -11081.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11091.171875 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -11091.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11091.171875 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -11091.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Entering Unmasked Estep 
Score: -53283976.000000 Penalty: 43660.085938
Splitting cluster 34 changes total score from -53283776.000000 to -53283976.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 35 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -39188.574219 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -39188.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38620.886719 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -38620.89 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38899.800781 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -38899.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38986.832031 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -38986.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39035.574219 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -39035.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39075.902344 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -39075.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39104.175781 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -39104.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39123.625000 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -39123.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39141.515625 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -39141.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39155.351562 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -39155.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39160.765625 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -39160.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39163.546875 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -39163.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39166.750000 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -39166.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39168.929688 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -39168.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39169.308594 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -39169.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39169.308594 Penalty: 586.560486
	Iteration 14F: 3 clusters Score -39169.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 105 members 
Entering Unmasked Estep 
Score: -5020.312012 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5020.312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5078.007812 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5078.008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5093.125977 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5093.126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5100.471680 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -5100.472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5105.347168 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5105.347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5110.528809 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5110.529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5113.709473 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -5113.709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5116.124023 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -5116.124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5117.205078 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -5117.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5118.024902 Penalty: 486.586761
	Iteration 9Q: 3 clusters Score -5118.025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5118.207520 Penalty: 486.586761
	Iteration 10Q: 3 clusters Score -5118.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5118.207520 Penalty: 486.586761
	Iteration 11F: 3 clusters Score -5118.208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -38928.503906 Penalty: 293.711548
	Iteration 0F: 2 clusters Score -38928.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38359.570312 Penalty: 587.423096
	Iteration 0F: 3 clusters Score -38359.57 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38665.152344 Penalty: 587.423096
	Iteration 1F: 3 clusters Score -38665.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38923.296875 Penalty: 587.423096
	Iteration 2F: 3 clusters Score -38923.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38998.226562 Penalty: 587.423096
	Iteration 3F: 3 clusters Score -38998.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39031.167969 Penalty: 587.423096
	Iteration 4F: 3 clusters Score -39031.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39064.363281 Penalty: 587.423096
	Iteration 5Q: 3 clusters Score -39064.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39077.167969 Penalty: 587.423096
	Iteration 6Q: 3 clusters Score -39077.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39083.925781 Penalty: 587.423096
	Iteration 7Q: 3 clusters Score -39083.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39090.636719 Penalty: 587.423096
	Iteration 8Q: 3 clusters Score -39090.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39098.324219 Penalty: 587.423096
	Iteration 9Q: 3 clusters Score -39098.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39104.894531 Penalty: 587.423096
	Iteration 10Q: 3 clusters Score -39104.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39111.199219 Penalty: 587.423096
	Iteration 11Q: 3 clusters Score -39111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39117.933594 Penalty: 587.423096
	Iteration 12Q: 3 clusters Score -39117.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39126.066406 Penalty: 587.423096
	Iteration 13Q: 3 clusters Score -39126.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39128.179688 Penalty: 587.423096
	Iteration 14Q: 3 clusters Score -39128.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39130.089844 Penalty: 587.423096
	Iteration 15Q: 3 clusters Score -39130.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39132.378906 Penalty: 587.423096
	Iteration 16Q: 3 clusters Score -39132.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39133.566406 Penalty: 587.423096
	Iteration 17Q: 3 clusters Score -39133.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39133.566406 Penalty: 587.423096
	Iteration 18F: 3 clusters Score -39133.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Entering Unmasked Estep 
Score: -53283856.000000 Penalty: 44283.800781
Splitting cluster 37 changes total score from -53283776.000000 to -53283856.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -9525.911133 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -9525.911 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 73 members 
Entering Unmasked Estep 
Score: -9299.965820 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -9299.966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9357.475586 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -9357.476 nChanged 7
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: -9371.520508 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -9371.521 nChanged 4
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: -9375.090820 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -9375.091 nChanged 2
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: -9380.506836 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -9380.507 nChanged 1
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: -9381.117188 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -9381.117 nChanged 2
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: -9384.558594 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -9384.559 nChanged 1
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: -9385.290039 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -9385.29 nChanged 0
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: -9385.290039 Penalty: 457.173126
	Iteration 8F: 3 clusters Score -9385.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18894.976562 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18894.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19018.669922 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -19018.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19048.142578 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -19048.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19067.175781 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -19067.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19099.876953 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -19099.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19116.134766 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19116.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19131.503906 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19146.289062 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19146.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19170.613281 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19170.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19197.304688 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19197.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19220.697266 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19235.541016 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -19235.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19242.843750 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -19242.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19242.843750 Penalty: 522.321167
	Iteration 13F: 3 clusters Score -19242.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 90 members 
Entering Unmasked Estep 
Score: -53283500.000000 Penalty: 44907.519531
Splitting cluster 39 changes total score from -53283776.000000 to -53283500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10156.993164 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10156.99 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 96 members 
Entering Unmasked Estep 
Score: -9878.566406 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9878.566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9999.748047 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9999.748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10041.118164 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10041.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10081.589844 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -10081.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10096.153320 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10096.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10097.922852 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10097.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10097.922852 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -10097.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19004.189453 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19004.19 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 144 members 
Entering Unmasked Estep 
Score: -18663.363281 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -18663.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18764.166016 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -18764.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18778.230469 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -18778.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18788.859375 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -18788.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18796.392578 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -18796.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18800.863281 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -18800.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18802.277344 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -18802.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18803.675781 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -18803.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18805.126953 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -18805.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18808.603516 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -18808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18810.152344 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -18810.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18811.359375 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -18811.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18811.359375 Penalty: 518.435486
	Iteration 12F: 3 clusters Score -18811.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -4643.714355 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -4643.714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4423.607422 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4423.607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4488.063965 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4488.064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4504.843750 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4504.844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4514.758301 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -4514.758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4533.861328 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -4533.861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4549.096191 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -4549.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4549.096191 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -4549.096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 77 members 
Entering Unmasked Estep 
Score: -8558.386719 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8558.387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8620.889648 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8620.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8648.187500 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8648.188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8659.876953 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8659.877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8665.854492 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8665.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8668.376953 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8668.377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8671.041992 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8671.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8672.100586 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8672.101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8673.941406 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -8673.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8678.210938 Penalty: 461.270294
	Iteration 9Q: 3 clusters Score -8678.211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8679.319336 Penalty: 461.270294
	Iteration 10Q: 3 clusters Score -8679.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8679.319336 Penalty: 461.270294
	Iteration 11F: 3 clusters Score -8679.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -35863.953125 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -35863.95 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 325 members 
Entering Unmasked Estep 
Score: -35327.605469 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -35327.61 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35602.007812 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -35602.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35692.351562 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -35692.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35776.636719 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -35776.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35817.921875 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -35817.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35857.738281 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -35857.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35890.343750 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -35890.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35934.707031 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -35934.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35950.289062 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -35950.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35961.828125 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -35961.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35972.625000 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -35972.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35985.117188 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -35985.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35988.710938 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -35988.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35993.035156 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -35993.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35995.359375 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -35995.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35997.015625 Penalty: 583.922668
	Iteration 15Q: 3 clusters Score -35997.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35998.015625 Penalty: 583.922668
	Iteration 16Q: 3 clusters Score -35998.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35998.703125 Penalty: 583.922668
	Iteration 17Q: 3 clusters Score -35998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35998.703125 Penalty: 583.922668
	Iteration 18F: 3 clusters Score -35998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 287 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 325 members 
Entering Unmasked Estep 
Score: -53283528.000000 Penalty: 44907.519531
Splitting cluster 44 changes total score from -53283776.000000 to -53283528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -52135.718750 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -52135.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51468.343750 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -51468.34 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -51749.144531 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -51749.14 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -51905.468750 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -51905.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52015.101562 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -52015.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52070.136719 Penalty: 607.729126
	Iteration 4Q: 3 clusters Score -52070.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -52094.074219 Penalty: 607.729126
	Iteration 5Q: 3 clusters Score -52094.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52106.320312 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -52106.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52111.316406 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -52111.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52113.148438 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -52113.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52113.703125 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -52113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52113.953125 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -52113.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52113.953125 Penalty: 607.729126
	Iteration 11F: 3 clusters Score -52113.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 101 members 
Entering Unmasked Estep 
Score: -12134.299805 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12134.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12253.199219 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12284.385742 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12284.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12316.660156 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -12316.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12340.983398 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12340.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12351.407227 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12351.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12354.037109 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12354.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12354.946289 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12354.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12354.946289 Penalty: 481.232300
	Iteration 8F: 3 clusters Score -12354.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -4141.961914 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -4141.962 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 46 members 
Entering Unmasked Estep 
Score: -3956.000000 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4016.979492 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -4016.979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4038.802246 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -4038.802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4044.852051 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -4044.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4049.261963 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -4049.262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4055.297363 Penalty: 411.482758
	Iteration 5Q: 3 clusters Score -4055.297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4064.975830 Penalty: 411.482758
	Iteration 6Q: 3 clusters Score -4064.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4066.875000 Penalty: 411.482758
	Iteration 7Q: 3 clusters Score -4066.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4066.875000 Penalty: 411.482758
	Iteration 8F: 3 clusters Score -4066.875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -8790.125977 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -8790.126 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: -8556.154297 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -8556.154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8627.140625 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -8627.141 nChanged 6
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: -8638.431641 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -8638.432 nChanged 2
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: -8641.860352 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -8641.86 nChanged 2
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: -8648.103516 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -8648.104 nChanged 2
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: -8652.547852 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -8652.548 nChanged 1
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: -8653.119141 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -8653.119 nChanged 0
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: -8653.119141 Penalty: 457.173126
	Iteration 7F: 3 clusters Score -8653.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 87 members 
Entering Unmasked Estep 
Score: -9717.445312 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9717.445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9807.357422 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9807.357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9825.541016 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9825.541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9827.260742 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -9827.261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9829.637695 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9829.638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9833.458008 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9833.458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9837.291016 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -9837.291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9837.291016 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -9837.291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -32143.474609 Penalty: 276.740967
	Iteration 0F: 2 clusters Score -32143.47 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 212 members 
Entering Unmasked Estep 
Score: -31690.626953 Penalty: 553.481934
	Iteration 0F: 3 clusters Score -31690.63 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31799.878906 Penalty: 553.481934
	Iteration 1F: 3 clusters Score -31799.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31820.378906 Penalty: 553.481934
	Iteration 2F: 3 clusters Score -31820.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31829.742188 Penalty: 553.481934
	Iteration 3Q: 3 clusters Score -31829.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31845.425781 Penalty: 553.481934
	Iteration 4Q: 3 clusters Score -31845.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31853.302734 Penalty: 553.481934
	Iteration 5Q: 3 clusters Score -31853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31856.314453 Penalty: 553.481934
	Iteration 6Q: 3 clusters Score -31856.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31859.544922 Penalty: 553.481934
	Iteration 7Q: 3 clusters Score -31859.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31862.654297 Penalty: 553.481934
	Iteration 8Q: 3 clusters Score -31862.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31864.449219 Penalty: 553.481934
	Iteration 9Q: 3 clusters Score -31864.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31866.070312 Penalty: 553.481934
	Iteration 10Q: 3 clusters Score -31866.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31866.193359 Penalty: 553.481934
	Iteration 11Q: 3 clusters Score -31866.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31866.193359 Penalty: 553.481934
	Iteration 12F: 3 clusters Score -31866.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16676.638672 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16676.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16393.259766 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16393.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16595.958984 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16595.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16631.701172 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16647.162109 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16647.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16656.595703 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16663.099609 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16663.451172 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16663.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16664.832031 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16664.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16668.369141 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16668.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16673.255859 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16673.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16697.046875 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16697.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16707.308594 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16707.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16708.851562 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16708.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16709.541016 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16709.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16710.873047 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16710.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16711.787109 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -16711.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16711.787109 Penalty: 520.249512
	Iteration 16F: 3 clusters Score -16711.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 119 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 185 members 
Entering Unmasked Estep 
Score: -53283552.000000 Penalty: 44907.519531
Splitting cluster 51 changes total score from -53283776.000000 to -53283552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -74281.546875 Penalty: 320.859436
	Iteration 0F: 2 clusters Score -74281.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73390.265625 Penalty: 641.718872
	Iteration 0F: 3 clusters Score -73390.27 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -73699.257812 Penalty: 641.718872
	Iteration 1F: 3 clusters Score -73699.26 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -73813.789062 Penalty: 641.718872
	Iteration 2F: 3 clusters Score -73813.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73879.781250 Penalty: 641.718872
	Iteration 3F: 3 clusters Score -73879.78 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -73933.781250 Penalty: 641.718872
	Iteration 4F: 3 clusters Score -73933.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -73997.687500 Penalty: 641.718872
	Iteration 5F: 3 clusters Score -73997.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -74047.640625 Penalty: 641.718872
	Iteration 6F: 3 clusters Score -74047.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74085.773438 Penalty: 641.718872
	Iteration 7Q: 3 clusters Score -74085.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -74143.695312 Penalty: 641.718872
	Iteration 8Q: 3 clusters Score -74143.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74228.179688 Penalty: 641.718872
	Iteration 9Q: 3 clusters Score -74228.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -74275.312500 Penalty: 641.718872
	Iteration 10Q: 3 clusters Score -74275.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74283.992188 Penalty: 641.718872
	Iteration 11Q: 3 clusters Score -74283.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74290.828125 Penalty: 641.718872
	Iteration 12Q: 3 clusters Score -74290.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -74294.820312 Penalty: 641.718872
	Iteration 13Q: 3 clusters Score -74294.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -74300.421875 Penalty: 641.718872
	Iteration 14Q: 3 clusters Score -74300.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74305.742188 Penalty: 641.718872
	Iteration 15Q: 3 clusters Score -74305.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -74306.851562 Penalty: 641.718872
	Iteration 16Q: 3 clusters Score -74306.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -74308.117188 Penalty: 641.718872
	Iteration 17Q: 3 clusters Score -74308.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -74308.703125 Penalty: 641.718872
	Iteration 18Q: 3 clusters Score -74308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -74308.703125 Penalty: 641.718872
	Iteration 19F: 3 clusters Score -74308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 489 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 666 members 
Entering Unmasked Estep 
Score: -53283524.000000 Penalty: 44907.519531
Splitting cluster 52 changes total score from -53283776.000000 to -53283524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10249.534180 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10249.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9976.571289 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9976.571 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10136.528320 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10136.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10238.243164 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10238.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10281.568359 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -10281.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10320.626953 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10320.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10349.801758 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10356.208984 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10356.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10356.208984 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -10356.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 146 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 52 members 
Entering Unmasked Estep 
Score: -53283576.000000 Penalty: 44907.519531
Splitting cluster 53 changes total score from -53283776.000000 to -53283576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -71934.875000 Penalty: 319.540497
	Iteration 0F: 2 clusters Score -71934.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -71059.062500 Penalty: 639.080994
	Iteration 0F: 3 clusters Score -71059.06 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -71332.867188 Penalty: 639.080994
	Iteration 1F: 3 clusters Score -71332.87 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71450.218750 Penalty: 639.080994
	Iteration 2F: 3 clusters Score -71450.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71541.296875 Penalty: 639.080994
	Iteration 3F: 3 clusters Score -71541.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71597.257812 Penalty: 639.080994
	Iteration 4F: 3 clusters Score -71597.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -71634.859375 Penalty: 639.080994
	Iteration 5Q: 3 clusters Score -71634.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -71656.742188 Penalty: 639.080994
	Iteration 6Q: 3 clusters Score -71656.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71681.406250 Penalty: 639.080994
	Iteration 7Q: 3 clusters Score -71681.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71706.445312 Penalty: 639.080994
	Iteration 8Q: 3 clusters Score -71706.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71726.250000 Penalty: 639.080994
	Iteration 9Q: 3 clusters Score -71726.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71741.906250 Penalty: 639.080994
	Iteration 10Q: 3 clusters Score -71741.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71752.523438 Penalty: 639.080994
	Iteration 11Q: 3 clusters Score -71752.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71763.312500 Penalty: 639.080994
	Iteration 12Q: 3 clusters Score -71763.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71772.914062 Penalty: 639.080994
	Iteration 13Q: 3 clusters Score -71772.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -71781.718750 Penalty: 639.080994
	Iteration 14Q: 3 clusters Score -71781.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -71788.078125 Penalty: 639.080994
	Iteration 15Q: 3 clusters Score -71788.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -71802.031250 Penalty: 639.080994
	Iteration 16Q: 3 clusters Score -71802.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -71816.304688 Penalty: 639.080994
	Iteration 17Q: 3 clusters Score -71816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71826.093750 Penalty: 639.080994
	Iteration 18Q: 3 clusters Score -71826.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71832.023438 Penalty: 639.080994
	Iteration 19Q: 3 clusters Score -71832.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71836.546875 Penalty: 639.080994
	Iteration 20F: 3 clusters Score -71836.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -71841.265625 Penalty: 639.080994
	Iteration 21Q: 3 clusters Score -71841.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -71844.203125 Penalty: 639.080994
	Iteration 22Q: 3 clusters Score -71844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71846.226562 Penalty: 639.080994
	Iteration 23Q: 3 clusters Score -71846.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -71850.125000 Penalty: 639.080994
	Iteration 24Q: 3 clusters Score -71850.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71855.226562 Penalty: 639.080994
	Iteration 25Q: 3 clusters Score -71855.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -71861.156250 Penalty: 639.080994
	Iteration 26Q: 3 clusters Score -71861.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -71867.906250 Penalty: 639.080994
	Iteration 27Q: 3 clusters Score -71867.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71873.500000 Penalty: 639.080994
	Iteration 28Q: 3 clusters Score -71873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71875.648438 Penalty: 639.080994
	Iteration 29Q: 3 clusters Score -71875.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71876.984375 Penalty: 639.080994
	Iteration 30Q: 3 clusters Score -71876.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71880.078125 Penalty: 639.080994
	Iteration 31Q: 3 clusters Score -71880.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71885.578125 Penalty: 639.080994
	Iteration 32Q: 3 clusters Score -71885.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71889.578125 Penalty: 639.080994
	Iteration 33Q: 3 clusters Score -71889.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71890.718750 Penalty: 639.080994
	Iteration 34Q: 3 clusters Score -71890.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71891.734375 Penalty: 639.080994
	Iteration 35Q: 3 clusters Score -71891.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71893.937500 Penalty: 639.080994
	Iteration 36Q: 3 clusters Score -71893.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71896.109375 Penalty: 639.080994
	Iteration 37Q: 3 clusters Score -71896.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71898.054688 Penalty: 639.080994
	Iteration 38Q: 3 clusters Score -71898.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71899.289062 Penalty: 639.080994
	Iteration 39Q: 3 clusters Score -71899.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71900.593750 Penalty: 639.080994
	Iteration 40F: 3 clusters Score -71900.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71902.125000 Penalty: 639.080994
	Iteration 41Q: 3 clusters Score -71902.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71903.484375 Penalty: 639.080994
	Iteration 42Q: 3 clusters Score -71903.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71903.726562 Penalty: 639.080994
	Iteration 43Q: 3 clusters Score -71903.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71903.820312 Penalty: 639.080994
	Iteration 44Q: 3 clusters Score -71903.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71904.062500 Penalty: 639.080994
	Iteration 45Q: 3 clusters Score -71904.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71905.328125 Penalty: 639.080994
	Iteration 46Q: 3 clusters Score -71905.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71906.390625 Penalty: 639.080994
	Iteration 47Q: 3 clusters Score -71906.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71907.054688 Penalty: 639.080994
	Iteration 48Q: 3 clusters Score -71907.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71907.054688 Penalty: 639.080994
	Iteration 49F: 3 clusters Score -71907.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -21890.582031 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -21890.58 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 187 members 
Entering Unmasked Estep 
Score: -21514.111328 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -21514.11 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21673.306641 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -21673.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21751.263672 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -21751.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21785.130859 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -21785.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21818.482422 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -21818.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21850.832031 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -21850.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21860.212891 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -21860.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21862.093750 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -21862.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21862.093750 Penalty: 533.848572
	Iteration 8F: 3 clusters Score -21862.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -39390.390625 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -39390.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38814.574219 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -38814.57 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39016.652344 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -39016.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39126.246094 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -39126.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39249.750000 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -39249.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39280.132812 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -39280.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39301.906250 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -39301.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -39310.992188 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -39310.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39315.445312 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -39315.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39317.281250 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -39317.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39317.480469 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -39317.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39317.480469 Penalty: 589.544373
	Iteration 10F: 3 clusters Score -39317.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50044.062500 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50044.06 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50281.390625 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50281.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50330.535156 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50330.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50376.917969 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -50376.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -50409.445312 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -50409.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50438.812500 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -50438.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50471.230469 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50471.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50500.460938 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50500.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50526.082031 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50526.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -50544.144531 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50544.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -50555.054688 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50555.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50560.445312 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50560.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50567.289062 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50567.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50570.792969 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50570.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50571.261719 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50571.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -50571.402344 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -50571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -50571.402344 Penalty: 604.821533
	Iteration 16F: 3 clusters Score -50571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9735.847656 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9735.848 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 88 members 
Entering Unmasked Estep 
Score: -9469.107422 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9469.107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9622.524414 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9622.524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9715.293945 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9715.294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9759.845703 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9759.846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9773.085938 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9773.086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9773.787109 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9773.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9773.787109 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -9773.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 85 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 97 members 
Entering Unmasked Estep 
Score: -53283528.000000 Penalty: 44907.519531
Splitting cluster 58 changes total score from -53283776.000000 to -53283528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -97080.390625 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -97080.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95927.632812 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -95927.63 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -96325.750000 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -96325.75 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -96407.773438 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -96407.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96455.914062 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -96455.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -96490.546875 Penalty: 667.661255
	Iteration 4Q: 3 clusters Score -96490.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -96516.007812 Penalty: 667.661255
	Iteration 5Q: 3 clusters Score -96516.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -96538.656250 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -96538.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96559.171875 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -96559.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96577.039062 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -96577.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96594.507812 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -96594.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -96609.945312 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -96609.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -96624.945312 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -96624.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -96643.171875 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -96643.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -96669.125000 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -96669.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -96692.367188 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -96692.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -96709.671875 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -96709.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -96723.671875 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -96723.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -96736.601562 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -96736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -96748.578125 Penalty: 667.661255
	Iteration 18Q: 3 clusters Score -96748.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -96758.906250 Penalty: 667.661255
	Iteration 19Q: 3 clusters Score -96758.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -96768.507812 Penalty: 667.661255
	Iteration 20F: 3 clusters Score -96768.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -96775.968750 Penalty: 667.661255
	Iteration 21Q: 3 clusters Score -96775.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -96784.796875 Penalty: 667.661255
	Iteration 22Q: 3 clusters Score -96784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -96794.289062 Penalty: 667.661255
	Iteration 23Q: 3 clusters Score -96794.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -96801.593750 Penalty: 667.661255
	Iteration 24Q: 3 clusters Score -96801.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -96805.132812 Penalty: 667.661255
	Iteration 25Q: 3 clusters Score -96805.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -96808.679688 Penalty: 667.661255
	Iteration 26Q: 3 clusters Score -96808.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -96811.335938 Penalty: 667.661255
	Iteration 27Q: 3 clusters Score -96811.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -96816.164062 Penalty: 667.661255
	Iteration 28Q: 3 clusters Score -96816.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -96823.296875 Penalty: 667.661255
	Iteration 29Q: 3 clusters Score -96823.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -96831.265625 Penalty: 667.661255
	Iteration 30Q: 3 clusters Score -96831.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -96841.695312 Penalty: 667.661255
	Iteration 31Q: 3 clusters Score -96841.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -96853.343750 Penalty: 667.661255
	Iteration 32Q: 3 clusters Score -96853.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -96879.929688 Penalty: 667.661255
	Iteration 33Q: 3 clusters Score -96879.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -96924.375000 Penalty: 667.661255
	Iteration 34Q: 3 clusters Score -96924.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -96990.359375 Penalty: 667.661255
	Iteration 35Q: 3 clusters Score -96990.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -97014.156250 Penalty: 667.661255
	Iteration 36Q: 3 clusters Score -97014.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -97029.242188 Penalty: 667.661255
	Iteration 37Q: 3 clusters Score -97029.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -97036.273438 Penalty: 667.661255
	Iteration 38Q: 3 clusters Score -97036.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -97038.523438 Penalty: 667.661255
	Iteration 39Q: 3 clusters Score -97038.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -97041.414062 Penalty: 667.661255
	Iteration 40F: 3 clusters Score -97041.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -97043.054688 Penalty: 667.661255
	Iteration 41Q: 3 clusters Score -97043.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -97045.656250 Penalty: 667.661255
	Iteration 42Q: 3 clusters Score -97045.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -97046.539062 Penalty: 667.661255
	Iteration 43Q: 3 clusters Score -97046.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -97046.523438 Penalty: 667.661255
	Iteration 44Q: 3 clusters Score -97046.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -97046.523438 Penalty: 667.661255
	Iteration 45F: 3 clusters Score -97046.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 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 67 members 
Entering Unmasked Estep 
Score: -2067.000000 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2153.546875 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2153.547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2170.854492 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -2170.854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2179.133789 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2179.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2180.522705 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2180.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2180.522705 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -2180.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18029.994141 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18029.99 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 144 members 
Entering Unmasked Estep 
Score: -17666.240234 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -17666.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17771.498047 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -17771.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17848.019531 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -17848.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17890.810547 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -17890.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17930.734375 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -17930.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17988.033203 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -17988.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18041.029297 Penalty: 517.822693
	Iteration 6F: 3 clusters Score -18041.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18085.820312 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18085.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18121.859375 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18121.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18126.103516 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18126.757812 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18126.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18126.757812 Penalty: 517.822693
	Iteration 11F: 3 clusters Score -18126.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 208 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 88 members 
Entering Unmasked Estep 
Score: -53283568.000000 Penalty: 44907.519531
Splitting cluster 61 changes total score from -53283776.000000 to -53283568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8522.934570 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8522.935 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 80 members 
Entering Unmasked Estep 
Score: -8274.753906 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8274.754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8436.152344 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8436.152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8508.987305 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -8508.987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8526.649414 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8526.649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8562.749023 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8562.749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8573.371094 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -8573.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8583.253906 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -8583.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8583.253906 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -8583.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 73 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 78 members 
Entering Unmasked Estep 
Score: -53283548.000000 Penalty: 44907.519531
Splitting cluster 62 changes total score from -53283776.000000 to -53283548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -10613.550781 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -10613.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10282.429688 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -10282.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10363.365234 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -10363.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10385.226562 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -10385.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10394.113281 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -10394.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10405.589844 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -10405.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10415.858398 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -10415.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10424.734375 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -10424.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10431.173828 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -10431.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10440.583984 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -10440.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10444.626953 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -10444.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10445.580078 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -10445.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10446.226562 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -10446.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10446.903320 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -10446.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10446.903320 Penalty: 504.611145
	Iteration 13F: 3 clusters Score -10446.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -8484.611328 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8484.611 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 74 members 
Entering Unmasked Estep 
Score: -8258.242188 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8258.242 nChanged 37
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: -8389.897461 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8389.897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8448.921875 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8448.922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8488.567383 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8488.567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8559.932617 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -8559.933 nChanged 13
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: -8618.197266 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -8618.197 nChanged 1
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: -8619.344727 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8619.345 nChanged 0
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: -8619.344727 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -8619.345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 100 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 125 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 80 members 
Mstep: Class 71 contains 401 members 
Mstep: Class 72 contains 47 members 
Entering Unmasked Estep 
Score: -53283660.000000 Penalty: 44907.519531
Splitting cluster 64 changes total score from -53283776.000000 to -53283660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 133 members 
Entering Unmasked Estep 
Score: -17506.205078 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17506.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17584.755859 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17584.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17605.654297 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17605.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17614.105469 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17614.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17616.781250 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17616.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17616.781250 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -17616.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 86299 members 
Mstep: Class 3 contains 95817 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90486 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 90632 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 252 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88484 members 
Mstep: Class 18 contains 85311 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112331 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 126997 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 4994 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 109 members 
Mstep: Class 35 contains 630 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 304 members 
Mstep: Class 52 contains 1155 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284028.000000 Penalty: 44283.800781
Iteration 239Q: 72 clusters Score -5.328403e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 86219 members 
Mstep: Class 3 contains 95711 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 420 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 90473 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 90412 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88618 members 
Mstep: Class 18 contains 85327 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 112187 members 
Mstep: Class 23 contains 76324 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 126906 members 
Mstep: Class 29 contains 2061 members 
Mstep: Class 30 contains 528 members 
Mstep: Class 31 contains 4993 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 110 members 
Mstep: Class 35 contains 629 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 238 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 191 members 
Mstep: Class 41 contains 298 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 93 members 
Mstep: Class 48 contains 149 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 311 members 
Mstep: Class 52 contains 1153 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 178 members 
Mstep: Class 59 contains 1534 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 296 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 869 members 
Mstep: Class 67 contains 124 members 
Mstep: Class 68 contains 895 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284640.000000 Penalty: 44283.800781
Iteration 240F: 72 clusters Score -5.328464e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86115 members 
Mstep: Class 3 contains 95620 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 90503 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 90189 members 
Mstep: Class 13 contains 364 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88738 members 
Mstep: Class 18 contains 85316 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 112002 members 
Mstep: Class 23 contains 76786 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 162 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 126764 members 
Mstep: Class 29 contains 2036 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 627 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 238 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 186 members 
Mstep: Class 41 contains 297 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 313 members 
Mstep: Class 52 contains 1153 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 175 members 
Mstep: Class 59 contains 1532 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 284 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 911 members 
Mstep: Class 67 contains 124 members 
Mstep: Class 68 contains 986 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 78 members 
Mstep: Class 71 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53284976.000000 Penalty: 44283.800781
Iteration 241Q: 72 clusters Score -5.328498e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 85998 members 
Mstep: Class 3 contains 95535 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 245 members 
Mstep: Class 7 contains 90555 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 89986 members 
Mstep: Class 13 contains 364 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 88909 members 
Mstep: Class 18 contains 85275 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 201 members 
Mstep: Class 22 contains 111833 members 
Mstep: Class 23 contains 77257 members 
Mstep: Class 24 contains 529 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 126592 members 
Mstep: Class 29 contains 2026 members 
Mstep: Class 30 contains 513 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 628 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 182 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 315 members 
Mstep: Class 52 contains 1153 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 174 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 282 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 929 members 
Mstep: Class 67 contains 127 members 
Mstep: Class 68 contains 1041 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285344.000000 Penalty: 44283.800781
Iteration 242Q: 72 clusters Score -5.328534e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 85885 members 
Mstep: Class 3 contains 95425 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 90656 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 89748 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 89132 members 
Mstep: Class 18 contains 85222 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 111609 members 
Mstep: Class 23 contains 77732 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 160 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 126465 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 4979 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 629 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 177 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 611 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 153 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1152 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 173 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 280 members 
Mstep: Class 62 contains 151 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 940 members 
Mstep: Class 67 contains 127 members 
Mstep: Class 68 contains 1084 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53285884.000000 Penalty: 44283.800781
Iteration 243Q: 72 clusters Score -5.328588e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 85771 members 
Mstep: Class 3 contains 95329 members 
Mstep: Class 4 contains 5823 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 239 members 
Mstep: Class 7 contains 90765 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 89503 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 89307 members 
Mstep: Class 18 contains 85224 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 111370 members 
Mstep: Class 23 contains 78167 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 6051 members 
Mstep: Class 28 contains 126373 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 508 members 
Mstep: Class 31 contains 4979 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 172 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 611 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 173 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 278 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 947 members 
Mstep: Class 67 contains 127 members 
Mstep: Class 68 contains 1116 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286144.000000 Penalty: 44283.800781
Iteration 244Q: 72 clusters Score -5.328614e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 85683 members 
Mstep: Class 3 contains 95293 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 238 members 
Mstep: Class 7 contains 90848 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 89267 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 89519 members 
Mstep: Class 18 contains 85242 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 111072 members 
Mstep: Class 23 contains 78569 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 6094 members 
Mstep: Class 28 contains 126238 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 503 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 611 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 651 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 172 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 274 members 
Mstep: Class 62 contains 150 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 953 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1149 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286420.000000 Penalty: 44283.800781
Iteration 245Q: 72 clusters Score -5.328642e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 85616 members 
Mstep: Class 3 contains 95252 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 237 members 
Mstep: Class 7 contains 90911 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 89045 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 131 members 
Mstep: Class 17 contains 89770 members 
Mstep: Class 18 contains 85255 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 110769 members 
Mstep: Class 23 contains 78960 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 6134 members 
Mstep: Class 28 contains 126099 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 497 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 176 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 650 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 270 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 959 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1176 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286684.000000 Penalty: 44283.800781
Iteration 246Q: 72 clusters Score -5.328668e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 85516 members 
Mstep: Class 3 contains 95218 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 235 members 
Mstep: Class 7 contains 90981 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 88828 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90065 members 
Mstep: Class 18 contains 85291 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 204 members 
Mstep: Class 22 contains 110426 members 
Mstep: Class 23 contains 79390 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6173 members 
Mstep: Class 28 contains 125905 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 495 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 290 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 175 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 795 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 352 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 266 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 961 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1206 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53286872.000000 Penalty: 44283.800781
Iteration 247Q: 72 clusters Score -5.328687e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 85402 members 
Mstep: Class 3 contains 95188 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 233 members 
Mstep: Class 7 contains 91072 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 88626 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90375 members 
Mstep: Class 18 contains 85392 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 205 members 
Mstep: Class 22 contains 110002 members 
Mstep: Class 23 contains 79771 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6206 members 
Mstep: Class 28 contains 125718 members 
Mstep: Class 29 contains 2018 members 
Mstep: Class 30 contains 497 members 
Mstep: Class 31 contains 4986 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 351 members 
Mstep: Class 56 contains 649 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 264 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 960 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1237 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287240.000000 Penalty: 44283.800781
Iteration 248Q: 72 clusters Score -5.328724e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 85290 members 
Mstep: Class 3 contains 95197 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 91154 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 88404 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90672 members 
Mstep: Class 18 contains 85480 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 109573 members 
Mstep: Class 23 contains 80149 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 125547 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 496 members 
Mstep: Class 31 contains 4986 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 617 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 350 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 262 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 962 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1276 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53287668.000000 Penalty: 44283.800781
Iteration 249Q: 72 clusters Score -5.328767e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 85157 members 
Mstep: Class 3 contains 95221 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 230 members 
Mstep: Class 7 contains 91257 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 88165 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 91033 members 
Mstep: Class 18 contains 85632 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 109084 members 
Mstep: Class 23 contains 80507 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6265 members 
Mstep: Class 28 contains 125337 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 495 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 618 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 259 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 964 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1317 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288184.000000 Penalty: 44283.800781
Iteration 250Q: 72 clusters Score -5.328818e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 85040 members 
Mstep: Class 3 contains 95241 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 91375 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 87948 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 91509 members 
Mstep: Class 18 contains 85733 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 108569 members 
Mstep: Class 23 contains 80881 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 125036 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 619 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 256 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 965 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1352 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288468.000000 Penalty: 44283.800781
Iteration 251Q: 72 clusters Score -5.328847e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 84939 members 
Mstep: Class 3 contains 95313 members 
Mstep: Class 4 contains 5924 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91463 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 87734 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 92087 members 
Mstep: Class 18 contains 85817 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 107957 members 
Mstep: Class 23 contains 81271 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6292 members 
Mstep: Class 28 contains 124726 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 256 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1382 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53288744.000000 Penalty: 44283.800781
Iteration 252Q: 72 clusters Score -5.328874e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 84850 members 
Mstep: Class 3 contains 95373 members 
Mstep: Class 4 contains 5919 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91543 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 87496 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 92772 members 
Mstep: Class 18 contains 85915 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 107283 members 
Mstep: Class 23 contains 81649 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6301 members 
Mstep: Class 28 contains 124408 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4981 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1412 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289376.000000 Penalty: 44283.800781
Iteration 253Q: 72 clusters Score -5.328938e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 84788 members 
Mstep: Class 3 contains 95461 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91632 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 87267 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 93430 members 
Mstep: Class 18 contains 86058 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 106561 members 
Mstep: Class 23 contains 82025 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6320 members 
Mstep: Class 28 contains 124038 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1437 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53289776.000000 Penalty: 44283.800781
Iteration 254Q: 72 clusters Score -5.328978e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84712 members 
Mstep: Class 3 contains 95577 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91737 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 87035 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 94134 members 
Mstep: Class 18 contains 86179 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 105776 members 
Mstep: Class 23 contains 82379 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6349 members 
Mstep: Class 28 contains 123706 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4974 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1467 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53290612.000000 Penalty: 44283.800781
Iteration 255Q: 72 clusters Score -5.329061e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 84652 members 
Mstep: Class 3 contains 95618 members 
Mstep: Class 4 contains 5901 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91854 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 86773 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 94907 members 
Mstep: Class 18 contains 86382 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 104931 members 
Mstep: Class 23 contains 82694 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 158 members 
Mstep: Class 27 contains 6378 members 
Mstep: Class 28 contains 123376 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1506 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291060.000000 Penalty: 44283.800781
Iteration 256Q: 72 clusters Score -5.329106e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84576 members 
Mstep: Class 3 contains 95625 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91962 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 86488 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 95759 members 
Mstep: Class 18 contains 86615 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 104045 members 
Mstep: Class 23 contains 82997 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 6400 members 
Mstep: Class 28 contains 123079 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4973 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1543 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291432.000000 Penalty: 44283.800781
Iteration 257Q: 72 clusters Score -5.329143e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84527 members 
Mstep: Class 3 contains 95687 members 
Mstep: Class 4 contains 5897 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 92055 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 86172 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96691 members 
Mstep: Class 18 contains 86758 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 103114 members 
Mstep: Class 23 contains 83298 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 6415 members 
Mstep: Class 28 contains 122780 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4977 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1572 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53291772.000000 Penalty: 44283.800781
Iteration 258Q: 72 clusters Score -5.329177e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 84487 members 
Mstep: Class 3 contains 95690 members 
Mstep: Class 4 contains 5904 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 92090 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 85844 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97632 members 
Mstep: Class 18 contains 86876 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 102222 members 
Mstep: Class 23 contains 83630 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 156 members 
Mstep: Class 27 contains 6425 members 
Mstep: Class 28 contains 122562 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4981 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1595 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292412.000000 Penalty: 44283.800781
Iteration 259Q: 72 clusters Score -5.329241e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 84441 members 
Mstep: Class 3 contains 95615 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 92109 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 85499 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 98547 members 
Mstep: Class 18 contains 86956 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 101397 members 
Mstep: Class 23 contains 83988 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 122418 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4996 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 439 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1612 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53292876.000000 Penalty: 44283.800781
Iteration 260F: 72 clusters Score -5.329288e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 84382 members 
Mstep: Class 3 contains 95534 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 92030 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 85129 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 99506 members 
Mstep: Class 18 contains 87025 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 100540 members 
Mstep: Class 23 contains 84397 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 6434 members 
Mstep: Class 28 contains 122360 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5012 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1641 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293196.000000 Penalty: 44283.800781
Iteration 261Q: 72 clusters Score -5.32932e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 84301 members 
Mstep: Class 3 contains 95509 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91915 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 84735 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 100271 members 
Mstep: Class 18 contains 87044 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99847 members 
Mstep: Class 23 contains 84718 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 6441 members 
Mstep: Class 28 contains 122506 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5020 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 252 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1666 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53293904.000000 Penalty: 44283.800781
Iteration 262Q: 72 clusters Score -5.32939e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 84219 members 
Mstep: Class 3 contains 95517 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91708 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 84398 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 100731 members 
Mstep: Class 18 contains 86990 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99346 members 
Mstep: Class 23 contains 85036 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 6444 members 
Mstep: Class 28 contains 122795 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5037 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1677 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294172.000000 Penalty: 44283.800781
Iteration 263Q: 72 clusters Score -5.329417e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 84128 members 
Mstep: Class 3 contains 95544 members 
Mstep: Class 4 contains 5890 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91457 members 
Mstep: Class 8 contains 977 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 84106 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 101003 members 
Mstep: Class 18 contains 86905 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99031 members 
Mstep: Class 23 contains 85324 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 123164 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1680 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294544.000000 Penalty: 44283.800781
Iteration 264Q: 72 clusters Score -5.329454e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 84040 members 
Mstep: Class 3 contains 95598 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 91153 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83864 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 101073 members 
Mstep: Class 18 contains 86771 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98851 members 
Mstep: Class 23 contains 85556 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 6450 members 
Mstep: Class 28 contains 123663 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1661 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294440.000000 Penalty: 44283.800781
Iteration 265Q: 72 clusters Score -5.329444e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 83945 members 
Mstep: Class 3 contains 95654 members 
Mstep: Class 4 contains 5884 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 90817 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83631 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 100976 members 
Mstep: Class 18 contains 86621 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98744 members 
Mstep: Class 23 contains 85790 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 124279 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5058 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1646 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294752.000000 Penalty: 44283.800781
Iteration 266Q: 72 clusters Score -5.329475e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 83866 members 
Mstep: Class 3 contains 95681 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 90455 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83457 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 100736 members 
Mstep: Class 18 contains 86528 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98697 members 
Mstep: Class 23 contains 86023 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 124909 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5065 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1633 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294624.000000 Penalty: 44283.800781
Iteration 267Q: 72 clusters Score -5.329462e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 83791 members 
Mstep: Class 3 contains 95664 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 90064 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83305 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 100412 members 
Mstep: Class 18 contains 86405 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98642 members 
Mstep: Class 23 contains 86361 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 6481 members 
Mstep: Class 28 contains 125595 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5077 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1613 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294784.000000 Penalty: 44283.800781
Iteration 268Q: 72 clusters Score -5.329478e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 83723 members 
Mstep: Class 3 contains 95628 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 89723 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83194 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 100045 members 
Mstep: Class 18 contains 86290 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98578 members 
Mstep: Class 23 contains 86665 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6488 members 
Mstep: Class 28 contains 126318 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5086 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1585 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294840.000000 Penalty: 44283.800781
Iteration 269Q: 72 clusters Score -5.329484e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 83674 members 
Mstep: Class 3 contains 95572 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 89401 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83096 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 99616 members 
Mstep: Class 18 contains 86200 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98666 members 
Mstep: Class 23 contains 86882 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 126987 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1563 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294820.000000 Penalty: 44283.800781
Iteration 270Q: 72 clusters Score -5.329482e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 83602 members 
Mstep: Class 3 contains 95526 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 89125 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 83002 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 99137 members 
Mstep: Class 18 contains 86152 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98742 members 
Mstep: Class 23 contains 87050 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 127664 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5099 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 436 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1546 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294652.000000 Penalty: 44283.800781
Iteration 271Q: 72 clusters Score -5.329465e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 83579 members 
Mstep: Class 3 contains 95470 members 
Mstep: Class 4 contains 5779 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 88842 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82940 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 98728 members 
Mstep: Class 18 contains 86078 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98835 members 
Mstep: Class 23 contains 87217 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 6514 members 
Mstep: Class 28 contains 128243 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 436 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1527 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294552.000000 Penalty: 44283.800781
Iteration 272Q: 72 clusters Score -5.329455e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 83560 members 
Mstep: Class 3 contains 95418 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 88516 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82834 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 98425 members 
Mstep: Class 18 contains 85984 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98909 members 
Mstep: Class 23 contains 87498 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 6525 members 
Mstep: Class 28 contains 128708 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5128 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 436 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1511 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294400.000000 Penalty: 44283.800781
Iteration 273Q: 72 clusters Score -5.32944e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 83573 members 
Mstep: Class 3 contains 95372 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 88180 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82726 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 98170 members 
Mstep: Class 18 contains 85899 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98930 members 
Mstep: Class 23 contains 87803 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 178 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 129103 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5142 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 436 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1504 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294228.000000 Penalty: 44283.800781
Iteration 274Q: 72 clusters Score -5.329423e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 83592 members 
Mstep: Class 3 contains 95389 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 87819 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82630 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97840 members 
Mstep: Class 18 contains 85828 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98979 members 
Mstep: Class 23 contains 88140 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 129466 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5154 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 436 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1500 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294364.000000 Penalty: 44283.800781
Iteration 275Q: 72 clusters Score -5.329436e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 83587 members 
Mstep: Class 3 contains 95449 members 
Mstep: Class 4 contains 5571 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 87426 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82504 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97559 members 
Mstep: Class 18 contains 85767 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98992 members 
Mstep: Class 23 contains 88481 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6553 members 
Mstep: Class 28 contains 129840 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5164 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1499 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294352.000000 Penalty: 44283.800781
Iteration 276Q: 72 clusters Score -5.329435e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 83554 members 
Mstep: Class 3 contains 95457 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 87037 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82454 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97277 members 
Mstep: Class 18 contains 85691 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 98993 members 
Mstep: Class 23 contains 88807 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6575 members 
Mstep: Class 28 contains 130219 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5184 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294440.000000 Penalty: 44283.800781
Iteration 277Q: 72 clusters Score -5.329444e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83556 members 
Mstep: Class 3 contains 95480 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86607 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82374 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97042 members 
Mstep: Class 18 contains 85600 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99042 members 
Mstep: Class 23 contains 89165 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6606 members 
Mstep: Class 28 contains 130523 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5198 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53294236.000000 Penalty: 44283.800781
Iteration 278Q: 72 clusters Score -5.329424e+07 nChanged 4149
Entering ConstructFrom: 
Score: -53294236.000000 Penalty: 44283.800781
Entering ConstructFrom: 
Trying to split cluster 1 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -71748.109375 Penalty: 321.795197
	Iteration 0F: 2 clusters Score -71748.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70825.820312 Penalty: 643.590393
	Iteration 0F: 3 clusters Score -70825.82 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71130.585938 Penalty: 643.590393
	Iteration 1F: 3 clusters Score -71130.59 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71221.554688 Penalty: 643.590393
	Iteration 2F: 3 clusters Score -71221.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -71299.367188 Penalty: 643.590393
	Iteration 3F: 3 clusters Score -71299.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71363.875000 Penalty: 643.590393
	Iteration 4F: 3 clusters Score -71363.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -71414.179688 Penalty: 643.590393
	Iteration 5F: 3 clusters Score -71414.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71450.171875 Penalty: 643.590393
	Iteration 6Q: 3 clusters Score -71450.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71484.921875 Penalty: 643.590393
	Iteration 7Q: 3 clusters Score -71484.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71510.281250 Penalty: 643.590393
	Iteration 8Q: 3 clusters Score -71510.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71525.109375 Penalty: 643.590393
	Iteration 9Q: 3 clusters Score -71525.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71541.031250 Penalty: 643.590393
	Iteration 10Q: 3 clusters Score -71541.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71553.210938 Penalty: 643.590393
	Iteration 11Q: 3 clusters Score -71553.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71560.320312 Penalty: 643.590393
	Iteration 12Q: 3 clusters Score -71560.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71567.718750 Penalty: 643.590393
	Iteration 13Q: 3 clusters Score -71567.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71577.054688 Penalty: 643.590393
	Iteration 14Q: 3 clusters Score -71577.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71583.398438 Penalty: 643.590393
	Iteration 15Q: 3 clusters Score -71583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71585.312500 Penalty: 643.590393
	Iteration 16Q: 3 clusters Score -71585.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71587.320312 Penalty: 643.590393
	Iteration 17Q: 3 clusters Score -71587.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71590.203125 Penalty: 643.590393
	Iteration 18Q: 3 clusters Score -71590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71595.203125 Penalty: 643.590393
	Iteration 19Q: 3 clusters Score -71595.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71599.179688 Penalty: 643.590393
	Iteration 20F: 3 clusters Score -71599.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71603.906250 Penalty: 643.590393
	Iteration 21Q: 3 clusters Score -71603.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71607.671875 Penalty: 643.590393
	Iteration 22Q: 3 clusters Score -71607.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71610.742188 Penalty: 643.590393
	Iteration 23Q: 3 clusters Score -71610.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71611.804688 Penalty: 643.590393
	Iteration 24Q: 3 clusters Score -71611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71616.789062 Penalty: 643.590393
	Iteration 25Q: 3 clusters Score -71616.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -71624.289062 Penalty: 643.590393
	Iteration 26Q: 3 clusters Score -71624.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71626.890625 Penalty: 643.590393
	Iteration 27Q: 3 clusters Score -71626.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -71628.718750 Penalty: 643.590393
	Iteration 28Q: 3 clusters Score -71628.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71631.773438 Penalty: 643.590393
	Iteration 29Q: 3 clusters Score -71631.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71632.250000 Penalty: 643.590393
	Iteration 30Q: 3 clusters Score -71632.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71632.937500 Penalty: 643.590393
	Iteration 31Q: 3 clusters Score -71632.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71633.273438 Penalty: 643.590393
	Iteration 32Q: 3 clusters Score -71633.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71633.273438 Penalty: 643.590393
	Iteration 33F: 3 clusters Score -71633.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Entering Unmasked Estep 
Score: -5101978.500000 Penalty: 515.652954
	Iteration 0F: 2 clusters Score -5101978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5045945.500000 Penalty: 1031.305908
	Iteration 0F: 3 clusters Score -5045946 nChanged 40539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5070619.500000 Penalty: 1031.305908
	Iteration 1F: 3 clusters Score -5070620 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -5072677.500000 Penalty: 1031.305908
	Iteration 2F: 3 clusters Score -5072678 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5075890.000000 Penalty: 1031.305908
	Iteration 3F: 3 clusters Score -5075890 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5080450.000000 Penalty: 1031.305908
	Iteration 4F: 3 clusters Score -5080450 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5085960.000000 Penalty: 1031.305908
	Iteration 5F: 3 clusters Score -5085960 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5090384.000000 Penalty: 1031.305908
	Iteration 6F: 3 clusters Score -5090384 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5092354.500000 Penalty: 1031.305908
	Iteration 7Q: 3 clusters Score -5092354 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -5093109.000000 Penalty: 1031.305908
	Iteration 8Q: 3 clusters Score -5093109 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5093517.500000 Penalty: 1031.305908
	Iteration 9Q: 3 clusters Score -5093518 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5093880.500000 Penalty: 1031.305908
	Iteration 10Q: 3 clusters Score -5093880 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -5094208.500000 Penalty: 1031.305908
	Iteration 11Q: 3 clusters Score -5094208 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -5094558.500000 Penalty: 1031.305908
	Iteration 12Q: 3 clusters Score -5094558 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -5094815.500000 Penalty: 1031.305908
	Iteration 13Q: 3 clusters Score -5094816 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -5095034.000000 Penalty: 1031.305908
	Iteration 14Q: 3 clusters Score -5095034 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -5095258.500000 Penalty: 1031.305908
	Iteration 15Q: 3 clusters Score -5095258 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -5095428.000000 Penalty: 1031.305908
	Iteration 16Q: 3 clusters Score -5095428 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -5095612.500000 Penalty: 1031.305908
	Iteration 17Q: 3 clusters Score -5095612 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -5095714.500000 Penalty: 1031.305908
	Iteration 18Q: 3 clusters Score -5095714 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -5095806.000000 Penalty: 1031.305908
	Iteration 19Q: 3 clusters Score -5095806 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -5095877.000000 Penalty: 1031.305908
	Iteration 20F: 3 clusters Score -5095877 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -5095954.000000 Penalty: 1031.305908
	Iteration 21Q: 3 clusters Score -5095954 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -5096063.500000 Penalty: 1031.305908
	Iteration 22Q: 3 clusters Score -5096064 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -5096158.500000 Penalty: 1031.305908
	Iteration 23Q: 3 clusters Score -5096158 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -5096241.500000 Penalty: 1031.305908
	Iteration 24Q: 3 clusters Score -5096242 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -5096315.500000 Penalty: 1031.305908
	Iteration 25Q: 3 clusters Score -5096316 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -5096381.000000 Penalty: 1031.305908
	Iteration 26Q: 3 clusters Score -5096381 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -5096439.000000 Penalty: 1031.305908
	Iteration 27Q: 3 clusters Score -5096439 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -5096511.000000 Penalty: 1031.305908
	Iteration 28Q: 3 clusters Score -5096511 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -5096582.000000 Penalty: 1031.305908
	Iteration 29Q: 3 clusters Score -5096582 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -5096678.000000 Penalty: 1031.305908
	Iteration 30Q: 3 clusters Score -5096678 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -5096757.500000 Penalty: 1031.305908
	Iteration 31Q: 3 clusters Score -5096758 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -5096830.000000 Penalty: 1031.305908
	Iteration 32Q: 3 clusters Score -5096830 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -5096903.000000 Penalty: 1031.305908
	Iteration 33Q: 3 clusters Score -5096903 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -5096993.000000 Penalty: 1031.305908
	Iteration 34Q: 3 clusters Score -5096993 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -5097085.500000 Penalty: 1031.305908
	Iteration 35Q: 3 clusters Score -5097086 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -5097172.500000 Penalty: 1031.305908
	Iteration 36Q: 3 clusters Score -5097172 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -5097264.000000 Penalty: 1031.305908
	Iteration 37Q: 3 clusters Score -5097264 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -5097324.000000 Penalty: 1031.305908
	Iteration 38Q: 3 clusters Score -5097324 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -5097450.500000 Penalty: 1031.305908
	Iteration 39Q: 3 clusters Score -5097450 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -5097540.000000 Penalty: 1031.305908
	Iteration 40F: 3 clusters Score -5097540 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -5097660.000000 Penalty: 1031.305908
	Iteration 41Q: 3 clusters Score -5097660 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -5097772.500000 Penalty: 1031.305908
	Iteration 42Q: 3 clusters Score -5097772 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -5097900.500000 Penalty: 1031.305908
	Iteration 43Q: 3 clusters Score -5097900 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5098031 nChanged 698
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5098180 nChanged 658
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Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5098296 nChanged 649
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Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5098411 nChanged 657
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Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5098539 nChanged 687
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Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5098680 nChanged 641
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Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5098788 nChanged 631
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Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5099044 nChanged 589
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5099160 nChanged 601
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Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5099306 nChanged 613
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Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5099477 nChanged 599
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Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5099622 nChanged 617
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Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5099794 nChanged 577
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Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5099960 nChanged 570
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Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5100129 nChanged 533
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Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5100280 nChanged 504
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Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5100398 nChanged 501
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Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5100535 nChanged 477
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Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5100643 nChanged 455
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5100770 nChanged 419
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5100881 nChanged 378
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Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5100988 nChanged 361
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Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5101088 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5101146 nChanged 285
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Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5101216 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5101277 nChanged 243
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5101339 nChanged 227
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5101405 nChanged 206
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Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5101424 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2213 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5101454 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5101483 nChanged 124
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Mstep: Class 1 contains 1929 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1699 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5101570 nChanged 79
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Mstep: Class 1 contains 1528 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5101578 nChanged 84
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Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5101588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5101602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5101620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5101628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5101639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5101650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5101653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5101670 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5101674 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5101682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5101691 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5101688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5101688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5101688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5101692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5101689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5101690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5101689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5101687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5101688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5101690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5101692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5101697 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5101702 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5101706 nChanged 17
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5101711 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5101723 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5101739 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5101745 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5101736 nChanged 20
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Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -5101740.500000 Penalty: 1031.305908
	Iteration 111Q: 3 clusters Score -5101740 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5101750 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5101758 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5101758 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5101757 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5101760 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 718 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5101761 nChanged 7
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Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5101762 nChanged 7
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5101756 nChanged 4
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Mstep: Class 1 contains 716 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5101760 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5101762 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5101765 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 709 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5101762 nChanged 5
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Mstep: Class 1 contains 708 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5101762 nChanged 4
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Mstep: Class 1 contains 708 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5101764 nChanged 4
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Entering Unmasked Estep 
Score: -5101769.000000 Penalty: 1031.305908
	Iteration 126Q: 3 clusters Score -5101769 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5101768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -5101767.000000 Penalty: 1031.305908
	Iteration 128Q: 3 clusters Score -5101767 nChanged 3
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Mstep: Class 1 contains 708 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5101768 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 706 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5101764 nChanged 0
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Entering Unmasked Estep 
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	Iteration 131F: 3 clusters Score -5101764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95530 members 
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	Iteration 0F: 2 clusters Score -5910954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5850234 nChanged 46645
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5881419 nChanged 7367
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Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5886394 nChanged 8478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5893754 nChanged 7979
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5901006.500000 Penalty: 1043.514771
	Iteration 4F: 3 clusters Score -5901006 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5904355.500000 Penalty: 1043.514771
	Iteration 5F: 3 clusters Score -5904356 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5905235.500000 Penalty: 1043.514771
	Iteration 6Q: 3 clusters Score -5905236 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5905656.500000 Penalty: 1043.514771
	Iteration 7Q: 3 clusters Score -5905656 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5906037.500000 Penalty: 1043.514771
	Iteration 8Q: 3 clusters Score -5906038 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5906288.000000 Penalty: 1043.514771
	Iteration 9Q: 3 clusters Score -5906288 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5906526.500000 Penalty: 1043.514771
	Iteration 10Q: 3 clusters Score -5906526 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5906687.500000 Penalty: 1043.514771
	Iteration 11Q: 3 clusters Score -5906688 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5906841.000000 Penalty: 1043.514771
	Iteration 12Q: 3 clusters Score -5906841 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -5906980.500000 Penalty: 1043.514771
	Iteration 13Q: 3 clusters Score -5906980 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5907038.000000 Penalty: 1043.514771
	Iteration 14Q: 3 clusters Score -5907038 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -5907065.000000 Penalty: 1043.514771
	Iteration 15Q: 3 clusters Score -5907065 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5907095.500000 Penalty: 1043.514771
	Iteration 16Q: 3 clusters Score -5907096 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5907062.000000 Penalty: 1043.514771
	Iteration 17Q: 3 clusters Score -5907062 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -5907043.000000 Penalty: 1043.514771
	Iteration 18Q: 3 clusters Score -5907043 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -5906983.000000 Penalty: 1043.514771
	Iteration 19Q: 3 clusters Score -5906983 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -5906971.000000 Penalty: 1043.514771
	Iteration 20F: 3 clusters Score -5906971 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5906958.000000 Penalty: 1043.514771
	Iteration 21Q: 3 clusters Score -5906958 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5906973.000000 Penalty: 1043.514771
	Iteration 22Q: 3 clusters Score -5906973 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5906907.500000 Penalty: 1043.514771
	Iteration 23Q: 3 clusters Score -5906908 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5906791.500000 Penalty: 1043.514771
	Iteration 24Q: 3 clusters Score -5906792 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5906702.500000 Penalty: 1043.514771
	Iteration 25Q: 3 clusters Score -5906702 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -5906679.000000 Penalty: 1043.514771
	Iteration 26Q: 3 clusters Score -5906679 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -5906627.500000 Penalty: 1043.514771
	Iteration 27Q: 3 clusters Score -5906628 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5906646.500000 Penalty: 1043.514771
	Iteration 28Q: 3 clusters Score -5906646 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -5906586.000000 Penalty: 1043.514771
	Iteration 29Q: 3 clusters Score -5906586 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -5906570.500000 Penalty: 1043.514771
	Iteration 30Q: 3 clusters Score -5906570 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -5906580.500000 Penalty: 1043.514771
	Iteration 31Q: 3 clusters Score -5906580 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5906577.000000 Penalty: 1043.514771
	Iteration 32Q: 3 clusters Score -5906577 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -5906651.500000 Penalty: 1043.514771
	Iteration 33Q: 3 clusters Score -5906652 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -5906632.500000 Penalty: 1043.514771
	Iteration 34Q: 3 clusters Score -5906632 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -5906626.500000 Penalty: 1043.514771
	Iteration 35Q: 3 clusters Score -5906626 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -5906614.000000 Penalty: 1043.514771
	Iteration 36Q: 3 clusters Score -5906614 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5906662.500000 Penalty: 1043.514771
	Iteration 37Q: 3 clusters Score -5906662 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -5906687.000000 Penalty: 1043.514771
	Iteration 38Q: 3 clusters Score -5906687 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -5906694.500000 Penalty: 1043.514771
	Iteration 39Q: 3 clusters Score -5906694 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -5906692.500000 Penalty: 1043.514771
	Iteration 40F: 3 clusters Score -5906692 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -5906689.500000 Penalty: 1043.514771
	Iteration 41Q: 3 clusters Score -5906690 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -5906659.500000 Penalty: 1043.514771
	Iteration 42Q: 3 clusters Score -5906660 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -5906631.000000 Penalty: 1043.514771
	Iteration 43Q: 3 clusters Score -5906631 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -5906650.500000 Penalty: 1043.514771
	Iteration 44Q: 3 clusters Score -5906650 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -5906660.000000 Penalty: 1043.514771
	Iteration 45Q: 3 clusters Score -5906660 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -5906654.500000 Penalty: 1043.514771
	Iteration 46Q: 3 clusters Score -5906654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -5906625.000000 Penalty: 1043.514771
	Iteration 47Q: 3 clusters Score -5906625 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -5906599.500000 Penalty: 1043.514771
	Iteration 48Q: 3 clusters Score -5906600 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -5906581.500000 Penalty: 1043.514771
	Iteration 49Q: 3 clusters Score -5906582 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -5906587.000000 Penalty: 1043.514771
	Iteration 50Q: 3 clusters Score -5906587 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -5906586.500000 Penalty: 1043.514771
	Iteration 51Q: 3 clusters Score -5906586 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -5906586.000000 Penalty: 1043.514771
	Iteration 52Q: 3 clusters Score -5906586 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -5906566.500000 Penalty: 1043.514771
	Iteration 53Q: 3 clusters Score -5906566 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -5906547.500000 Penalty: 1043.514771
	Iteration 54Q: 3 clusters Score -5906548 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -5906527.500000 Penalty: 1043.514771
	Iteration 55Q: 3 clusters Score -5906528 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -5906554.500000 Penalty: 1043.514771
	Iteration 56Q: 3 clusters Score -5906554 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -5906536.500000 Penalty: 1043.514771
	Iteration 57Q: 3 clusters Score -5906536 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -5906531.000000 Penalty: 1043.514771
	Iteration 58Q: 3 clusters Score -5906531 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -5906524.500000 Penalty: 1043.514771
	Iteration 59Q: 3 clusters Score -5906524 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -5906535.000000 Penalty: 1043.514771
	Iteration 60F: 3 clusters Score -5906535 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -5906548.000000 Penalty: 1043.514771
	Iteration 61Q: 3 clusters Score -5906548 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -5906532.500000 Penalty: 1043.514771
	Iteration 62Q: 3 clusters Score -5906532 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -5906512.500000 Penalty: 1043.514771
	Iteration 63Q: 3 clusters Score -5906512 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -5906476.000000 Penalty: 1043.514771
	Iteration 64Q: 3 clusters Score -5906476 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -5906469.500000 Penalty: 1043.514771
	Iteration 65Q: 3 clusters Score -5906470 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -5906475.500000 Penalty: 1043.514771
	Iteration 66Q: 3 clusters Score -5906476 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -5906472.500000 Penalty: 1043.514771
	Iteration 67Q: 3 clusters Score -5906472 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -5906484.500000 Penalty: 1043.514771
	Iteration 68Q: 3 clusters Score -5906484 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -5906491.000000 Penalty: 1043.514771
	Iteration 69Q: 3 clusters Score -5906491 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -5906521.500000 Penalty: 1043.514771
	Iteration 70Q: 3 clusters Score -5906522 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -5906525.000000 Penalty: 1043.514771
	Iteration 71Q: 3 clusters Score -5906525 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -5906574.500000 Penalty: 1043.514771
	Iteration 72Q: 3 clusters Score -5906574 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -5906593.000000 Penalty: 1043.514771
	Iteration 73Q: 3 clusters Score -5906593 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -5906625.000000 Penalty: 1043.514771
	Iteration 74Q: 3 clusters Score -5906625 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -5906736.000000 Penalty: 1043.514771
	Iteration 75Q: 3 clusters Score -5906736 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -5906816.000000 Penalty: 1043.514771
	Iteration 76Q: 3 clusters Score -5906816 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -5906959.000000 Penalty: 1043.514771
	Iteration 77Q: 3 clusters Score -5906959 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -5907124.000000 Penalty: 1043.514771
	Iteration 78Q: 3 clusters Score -5907124 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -5907409.500000 Penalty: 1043.514771
	Iteration 79Q: 3 clusters Score -5907410 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -5907766.500000 Penalty: 1043.514771
	Iteration 80F: 3 clusters Score -5907766 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -5908089.000000 Penalty: 1043.514771
	Iteration 81Q: 3 clusters Score -5908089 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -5908372.500000 Penalty: 1043.514771
	Iteration 82Q: 3 clusters Score -5908372 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -5908681.500000 Penalty: 1043.514771
	Iteration 83Q: 3 clusters Score -5908682 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -5908931.000000 Penalty: 1043.514771
	Iteration 84Q: 3 clusters Score -5908931 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -5909166.500000 Penalty: 1043.514771
	Iteration 85Q: 3 clusters Score -5909166 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -5909396.000000 Penalty: 1043.514771
	Iteration 86Q: 3 clusters Score -5909396 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -5909598.500000 Penalty: 1043.514771
	Iteration 87Q: 3 clusters Score -5909598 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -5909720.000000 Penalty: 1043.514771
	Iteration 88Q: 3 clusters Score -5909720 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -5909848.000000 Penalty: 1043.514771
	Iteration 89Q: 3 clusters Score -5909848 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -5909997.500000 Penalty: 1043.514771
	Iteration 90Q: 3 clusters Score -5909998 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -5910098.500000 Penalty: 1043.514771
	Iteration 91Q: 3 clusters Score -5910098 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -5910172.000000 Penalty: 1043.514771
	Iteration 92Q: 3 clusters Score -5910172 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -5910204.000000 Penalty: 1043.514771
	Iteration 93Q: 3 clusters Score -5910204 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -5910253.500000 Penalty: 1043.514771
	Iteration 94Q: 3 clusters Score -5910254 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -5910323.000000 Penalty: 1043.514771
	Iteration 95Q: 3 clusters Score -5910323 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -5910370.000000 Penalty: 1043.514771
	Iteration 96Q: 3 clusters Score -5910370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -5910387.000000 Penalty: 1043.514771
	Iteration 97Q: 3 clusters Score -5910387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -5910408.500000 Penalty: 1043.514771
	Iteration 98Q: 3 clusters Score -5910408 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 91694 members 
Entering Unmasked Estep 
Score: -5910444.000000 Penalty: 1043.514771
	Iteration 99Q: 3 clusters Score -5910444 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -5910466.000000 Penalty: 1043.514771
	Iteration 100F: 3 clusters Score -5910466 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -5910458.000000 Penalty: 1043.514771
	Iteration 101Q: 3 clusters Score -5910458 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -5910456.500000 Penalty: 1043.514771
	Iteration 102Q: 3 clusters Score -5910456 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -5910481.500000 Penalty: 1043.514771
	Iteration 103Q: 3 clusters Score -5910482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -5910491.500000 Penalty: 1043.514771
	Iteration 104Q: 3 clusters Score -5910492 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -5910500.000000 Penalty: 1043.514771
	Iteration 105Q: 3 clusters Score -5910500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -5910508.500000 Penalty: 1043.514771
	Iteration 106Q: 3 clusters Score -5910508 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -5910521.000000 Penalty: 1043.514771
	Iteration 107Q: 3 clusters Score -5910521 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -5910528.000000 Penalty: 1043.514771
	Iteration 108Q: 3 clusters Score -5910528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -5910547.000000 Penalty: 1043.514771
	Iteration 109Q: 3 clusters Score -5910547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -5910560.000000 Penalty: 1043.514771
	Iteration 110Q: 3 clusters Score -5910560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -5910561.000000 Penalty: 1043.514771
	Iteration 111Q: 3 clusters Score -5910561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -5910569.500000 Penalty: 1043.514771
	Iteration 112Q: 3 clusters Score -5910570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -5910580.500000 Penalty: 1043.514771
	Iteration 113Q: 3 clusters Score -5910580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -5910583.500000 Penalty: 1043.514771
	Iteration 114Q: 3 clusters Score -5910584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -5910585.500000 Penalty: 1043.514771
	Iteration 115Q: 3 clusters Score -5910586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -5910583.500000 Penalty: 1043.514771
	Iteration 116Q: 3 clusters Score -5910584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -5910580.500000 Penalty: 1043.514771
	Iteration 117Q: 3 clusters Score -5910580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 93212 members 
Entering Unmasked Estep 
Score: -5910580.000000 Penalty: 1043.514771
	Iteration 118Q: 3 clusters Score -5910580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -5910576.500000 Penalty: 1043.514771
	Iteration 119Q: 3 clusters Score -5910576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -5910575.500000 Penalty: 1043.514771
	Iteration 120F: 3 clusters Score -5910576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -5910572.500000 Penalty: 1043.514771
	Iteration 121Q: 3 clusters Score -5910572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -5910577.000000 Penalty: 1043.514771
	Iteration 122Q: 3 clusters Score -5910577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -5910578.000000 Penalty: 1043.514771
	Iteration 123Q: 3 clusters Score -5910578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -5910579.500000 Penalty: 1043.514771
	Iteration 124Q: 3 clusters Score -5910580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -5910576.000000 Penalty: 1043.514771
	Iteration 125Q: 3 clusters Score -5910576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -5910577.500000 Penalty: 1043.514771
	Iteration 126Q: 3 clusters Score -5910578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -5910574.500000 Penalty: 1043.514771
	Iteration 127Q: 3 clusters Score -5910574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -5910566.000000 Penalty: 1043.514771
	Iteration 128Q: 3 clusters Score -5910566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -5910560.000000 Penalty: 1043.514771
	Iteration 129Q: 3 clusters Score -5910560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -5910566.000000 Penalty: 1043.514771
	Iteration 130Q: 3 clusters Score -5910566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -5910565.500000 Penalty: 1043.514771
	Iteration 131Q: 3 clusters Score -5910566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -5910571.500000 Penalty: 1043.514771
	Iteration 132Q: 3 clusters Score -5910572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -5910570.000000 Penalty: 1043.514771
	Iteration 133Q: 3 clusters Score -5910570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -5910572.000000 Penalty: 1043.514771
	Iteration 134Q: 3 clusters Score -5910572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -5910572.000000 Penalty: 1043.514771
	Iteration 135F: 3 clusters Score -5910572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -337456.718750 Penalty: 391.327972
	Iteration 0F: 2 clusters Score -337456.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -333799.906250 Penalty: 782.655945
	Iteration 0F: 3 clusters Score -333799.9 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -335402.125000 Penalty: 782.655945
	Iteration 1F: 3 clusters Score -335402.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -335959.125000 Penalty: 782.655945
	Iteration 2F: 3 clusters Score -335959.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -336526.750000 Penalty: 782.655945
	Iteration 3F: 3 clusters Score -336526.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -336910.750000 Penalty: 782.655945
	Iteration 4F: 3 clusters Score -336910.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -337112.718750 Penalty: 782.655945
	Iteration 5F: 3 clusters Score -337112.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -337225.281250 Penalty: 782.655945
	Iteration 6Q: 3 clusters Score -337225.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -337305.750000 Penalty: 782.655945
	Iteration 7Q: 3 clusters Score -337305.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -337354.218750 Penalty: 782.655945
	Iteration 8Q: 3 clusters Score -337354.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -337385.437500 Penalty: 782.655945
	Iteration 9Q: 3 clusters Score -337385.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -337408.906250 Penalty: 782.655945
	Iteration 10Q: 3 clusters Score -337408.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -337425.343750 Penalty: 782.655945
	Iteration 11Q: 3 clusters Score -337425.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -337435.437500 Penalty: 782.655945
	Iteration 12Q: 3 clusters Score -337435.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -337443.062500 Penalty: 782.655945
	Iteration 13Q: 3 clusters Score -337443.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -337449.156250 Penalty: 782.655945
	Iteration 14Q: 3 clusters Score -337449.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -337458.437500 Penalty: 782.655945
	Iteration 15Q: 3 clusters Score -337458.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -337465.906250 Penalty: 782.655945
	Iteration 16Q: 3 clusters Score -337465.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -337471.906250 Penalty: 782.655945
	Iteration 17Q: 3 clusters Score -337471.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -337479.843750 Penalty: 782.655945
	Iteration 18Q: 3 clusters Score -337479.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -337485.750000 Penalty: 782.655945
	Iteration 19Q: 3 clusters Score -337485.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -337491.750000 Penalty: 782.655945
	Iteration 20F: 3 clusters Score -337491.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -337495.843750 Penalty: 782.655945
	Iteration 21Q: 3 clusters Score -337495.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -337499.625000 Penalty: 782.655945
	Iteration 22Q: 3 clusters Score -337499.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -337502.406250 Penalty: 782.655945
	Iteration 23Q: 3 clusters Score -337502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -337504.406250 Penalty: 782.655945
	Iteration 24Q: 3 clusters Score -337504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -337505.281250 Penalty: 782.655945
	Iteration 25Q: 3 clusters Score -337505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -337505.500000 Penalty: 782.655945
	Iteration 26Q: 3 clusters Score -337505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -337505.156250 Penalty: 782.655945
	Iteration 27Q: 3 clusters Score -337505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -337506.687500 Penalty: 782.655945
	Iteration 28Q: 3 clusters Score -337506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -337506.906250 Penalty: 782.655945
	Iteration 29Q: 3 clusters Score -337506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -337508.406250 Penalty: 782.655945
	Iteration 30Q: 3 clusters Score -337508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -337509.093750 Penalty: 782.655945
	Iteration 31Q: 3 clusters Score -337509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -337510.406250 Penalty: 782.655945
	Iteration 32Q: 3 clusters Score -337510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -337512.062500 Penalty: 782.655945
	Iteration 33Q: 3 clusters Score -337512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -337512.937500 Penalty: 782.655945
	Iteration 34Q: 3 clusters Score -337512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -337512.218750 Penalty: 782.655945
	Iteration 35Q: 3 clusters Score -337512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -337513.187500 Penalty: 782.655945
	Iteration 36Q: 3 clusters Score -337513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -337513.937500 Penalty: 782.655945
	Iteration 37Q: 3 clusters Score -337513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -337514.625000 Penalty: 782.655945
	Iteration 38Q: 3 clusters Score -337514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -337514.562500 Penalty: 782.655945
	Iteration 39Q: 3 clusters Score -337514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -337513.906250 Penalty: 782.655945
	Iteration 40F: 3 clusters Score -337513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -337514.000000 Penalty: 782.655945
	Iteration 41Q: 3 clusters Score -337514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -337514.000000 Penalty: 782.655945
	Iteration 42F: 3 clusters Score -337514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 797 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 130783 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 4638 members 
Entering Unmasked Estep 
Score: -53293540.000000 Penalty: 44907.519531
Splitting cluster 4 changes total score from -53294236.000000 to -53293540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26353.423828 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -26353.42 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 223 members 
Entering Unmasked Estep 
Score: -25920.902344 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -25920.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26059.054688 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -26059.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26087.392578 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -26087.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26099.742188 Penalty: 549.228821
	Iteration 3Q: 3 clusters Score -26099.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26111.966797 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -26111.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26127.146484 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -26127.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26163.593750 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -26163.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26200.287109 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -26200.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26223.191406 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -26223.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26237.621094 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -26237.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26247.986328 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -26247.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26257.402344 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -26257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26273.580078 Penalty: 549.228821
	Iteration 12Q: 3 clusters Score -26273.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26292.826172 Penalty: 549.228821
	Iteration 13Q: 3 clusters Score -26292.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26323.875000 Penalty: 549.228821
	Iteration 14Q: 3 clusters Score -26323.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26339.451172 Penalty: 549.228821
	Iteration 15Q: 3 clusters Score -26339.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26370.289062 Penalty: 549.228821
	Iteration 16Q: 3 clusters Score -26370.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26386.863281 Penalty: 549.228821
	Iteration 17Q: 3 clusters Score -26386.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26389.232422 Penalty: 549.228821
	Iteration 18Q: 3 clusters Score -26389.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26391.447266 Penalty: 549.228821
	Iteration 19Q: 3 clusters Score -26391.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26394.417969 Penalty: 549.228821
	Iteration 20F: 3 clusters Score -26394.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 130783 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 268 members 
Entering Unmasked Estep 
Score: -53293396.000000 Penalty: 44907.519531
Splitting cluster 5 changes total score from -53294236.000000 to -53293396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -12981.668945 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -12981.67 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 119 members 
Entering Unmasked Estep 
Score: -12701.041016 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -12701.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12767.293945 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -12767.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12784.235352 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -12784.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12790.642578 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -12790.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12796.318359 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -12796.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12799.249023 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -12799.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12805.340820 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -12805.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12811.063477 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -12811.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12812.026367 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -12812.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12812.026367 Penalty: 493.670471
	Iteration 9F: 3 clusters Score -12812.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Entering Unmasked Estep 
Score: -5322350.000000 Penalty: 517.063904
	Iteration 0F: 2 clusters Score -5322350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5264064.000000 Penalty: 1034.127808
	Iteration 0F: 3 clusters Score -5264064 nChanged 42161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5289990.000000 Penalty: 1034.127808
	Iteration 1F: 3 clusters Score -5289990 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5291200.500000 Penalty: 1034.127808
	Iteration 2Q: 3 clusters Score -5291200 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5293331.500000 Penalty: 1034.127808
	Iteration 3Q: 3 clusters Score -5293332 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5297011.000000 Penalty: 1034.127808
	Iteration 4F: 3 clusters Score -5297011 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -5301850.000000 Penalty: 1034.127808
	Iteration 5F: 3 clusters Score -5301850 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5305323.500000 Penalty: 1034.127808
	Iteration 6F: 3 clusters Score -5305324 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5306574.000000 Penalty: 1034.127808
	Iteration 7Q: 3 clusters Score -5306574 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5306935.000000 Penalty: 1034.127808
	Iteration 8Q: 3 clusters Score -5306935 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5307132.500000 Penalty: 1034.127808
	Iteration 9Q: 3 clusters Score -5307132 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5307396.500000 Penalty: 1034.127808
	Iteration 10Q: 3 clusters Score -5307396 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5307614.000000 Penalty: 1034.127808
	Iteration 11Q: 3 clusters Score -5307614 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -5307930.000000 Penalty: 1034.127808
	Iteration 12Q: 3 clusters Score -5307930 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -5308274.500000 Penalty: 1034.127808
	Iteration 13Q: 3 clusters Score -5308274 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -5308736.500000 Penalty: 1034.127808
	Iteration 14Q: 3 clusters Score -5308736 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5309115.500000 Penalty: 1034.127808
	Iteration 15Q: 3 clusters Score -5309116 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5309655.500000 Penalty: 1034.127808
	Iteration 16Q: 3 clusters Score -5309656 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -5310305.000000 Penalty: 1034.127808
	Iteration 17Q: 3 clusters Score -5310305 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5311155.500000 Penalty: 1034.127808
	Iteration 18Q: 3 clusters Score -5311156 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5312187.500000 Penalty: 1034.127808
	Iteration 19Q: 3 clusters Score -5312188 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5313451.500000 Penalty: 1034.127808
	Iteration 20F: 3 clusters Score -5313452 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5314940.500000 Penalty: 1034.127808
	Iteration 21Q: 3 clusters Score -5314940 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5316475.000000 Penalty: 1034.127808
	Iteration 22Q: 3 clusters Score -5316475 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5317857.000000 Penalty: 1034.127808
	Iteration 23Q: 3 clusters Score -5317857 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -5318880.000000 Penalty: 1034.127808
	Iteration 24Q: 3 clusters Score -5318880 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5319587.500000 Penalty: 1034.127808
	Iteration 25Q: 3 clusters Score -5319588 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5319985.500000 Penalty: 1034.127808
	Iteration 26Q: 3 clusters Score -5319986 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -5320232.500000 Penalty: 1034.127808
	Iteration 27Q: 3 clusters Score -5320232 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5320366.500000 Penalty: 1034.127808
	Iteration 28Q: 3 clusters Score -5320366 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -5320447.500000 Penalty: 1034.127808
	Iteration 29Q: 3 clusters Score -5320448 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5320552.500000 Penalty: 1034.127808
	Iteration 30Q: 3 clusters Score -5320552 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5320619.000000 Penalty: 1034.127808
	Iteration 31Q: 3 clusters Score -5320619 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -5320674.000000 Penalty: 1034.127808
	Iteration 32Q: 3 clusters Score -5320674 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5320707.500000 Penalty: 1034.127808
	Iteration 33Q: 3 clusters Score -5320708 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5320734.500000 Penalty: 1034.127808
	Iteration 34Q: 3 clusters Score -5320734 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5320783.000000 Penalty: 1034.127808
	Iteration 35Q: 3 clusters Score -5320783 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -5320823.000000 Penalty: 1034.127808
	Iteration 36Q: 3 clusters Score -5320823 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5320836.500000 Penalty: 1034.127808
	Iteration 37Q: 3 clusters Score -5320836 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5320879.500000 Penalty: 1034.127808
	Iteration 38Q: 3 clusters Score -5320880 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5320929.000000 Penalty: 1034.127808
	Iteration 39Q: 3 clusters Score -5320929 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5320975.000000 Penalty: 1034.127808
	Iteration 40F: 3 clusters Score -5320975 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -5320991.000000 Penalty: 1034.127808
	Iteration 41Q: 3 clusters Score -5320991 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5321036.000000 Penalty: 1034.127808
	Iteration 42Q: 3 clusters Score -5321036 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5321043.000000 Penalty: 1034.127808
	Iteration 43Q: 3 clusters Score -5321043 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -5321073.500000 Penalty: 1034.127808
	Iteration 44Q: 3 clusters Score -5321074 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5321081.500000 Penalty: 1034.127808
	Iteration 45Q: 3 clusters Score -5321082 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5321108.000000 Penalty: 1034.127808
	Iteration 46Q: 3 clusters Score -5321108 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -5321146.000000 Penalty: 1034.127808
	Iteration 47Q: 3 clusters Score -5321146 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5321171.000000 Penalty: 1034.127808
	Iteration 48Q: 3 clusters Score -5321171 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5321185.500000 Penalty: 1034.127808
	Iteration 49Q: 3 clusters Score -5321186 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5321202 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5321235 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5321278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -5321311.000000 Penalty: 1034.127808
	Iteration 53Q: 3 clusters Score -5321311 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5321317 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5321306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5321308 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5321348 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5321382 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5321430 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5321451 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5321483 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5321494 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5321494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -5321523.500000 Penalty: 1034.127808
	Iteration 64Q: 3 clusters Score -5321524 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5321526 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5321544.000000 Penalty: 1034.127808
	Iteration 66Q: 3 clusters Score -5321544 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5321553 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5321554 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5321595 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -5321617.500000 Penalty: 1034.127808
	Iteration 70Q: 3 clusters Score -5321618 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5321640 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5321654 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5321670 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5321702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5321730 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5321750 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5321761 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5321776 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5321812 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -5321849.500000 Penalty: 1034.127808
	Iteration 80F: 3 clusters Score -5321850 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5321879 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5321900 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5321936 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5321979 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5321994 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5322013 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5322017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -5322037.500000 Penalty: 1034.127808
	Iteration 88Q: 3 clusters Score -5322038 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5322049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -5322061.000000 Penalty: 1034.127808
	Iteration 90Q: 3 clusters Score -5322061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -5322073.000000 Penalty: 1034.127808
	Iteration 91Q: 3 clusters Score -5322073 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5322088 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5322085.000000 Penalty: 1034.127808
	Iteration 93Q: 3 clusters Score -5322085 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5322105.500000 Penalty: 1034.127808
	Iteration 94Q: 3 clusters Score -5322106 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -5322115.500000 Penalty: 1034.127808
	Iteration 95Q: 3 clusters Score -5322116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5322104.000000 Penalty: 1034.127808
	Iteration 96Q: 3 clusters Score -5322104 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5322111.000000 Penalty: 1034.127808
	Iteration 97Q: 3 clusters Score -5322111 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -5322119.000000 Penalty: 1034.127808
	Iteration 98Q: 3 clusters Score -5322119 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5322122.500000 Penalty: 1034.127808
	Iteration 99Q: 3 clusters Score -5322122 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5322111.000000 Penalty: 1034.127808
	Iteration 100F: 3 clusters Score -5322111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -5322118.000000 Penalty: 1034.127808
	Iteration 101Q: 3 clusters Score -5322118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5322132.000000 Penalty: 1034.127808
	Iteration 102Q: 3 clusters Score -5322132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -5322145.500000 Penalty: 1034.127808
	Iteration 103Q: 3 clusters Score -5322146 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5322147.500000 Penalty: 1034.127808
	Iteration 104Q: 3 clusters Score -5322148 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -5322139.000000 Penalty: 1034.127808
	Iteration 105Q: 3 clusters Score -5322139 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5322145 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5322154.500000 Penalty: 1034.127808
	Iteration 107Q: 3 clusters Score -5322154 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5322146 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5322148 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -5322152.000000 Penalty: 1034.127808
	Iteration 110Q: 3 clusters Score -5322152 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -5322146.000000 Penalty: 1034.127808
	Iteration 111Q: 3 clusters Score -5322146 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5322156.000000 Penalty: 1034.127808
	Iteration 112Q: 3 clusters Score -5322156 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5322156 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5322158 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5322158 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -5322178.500000 Penalty: 1034.127808
	Iteration 116Q: 3 clusters Score -5322178 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -5322163.500000 Penalty: 1034.127808
	Iteration 117Q: 3 clusters Score -5322164 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5322170.000000 Penalty: 1034.127808
	Iteration 118Q: 3 clusters Score -5322170 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5322184.000000 Penalty: 1034.127808
	Iteration 119Q: 3 clusters Score -5322184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5322179.000000 Penalty: 1034.127808
	Iteration 120F: 3 clusters Score -5322179 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5322180 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -5322175.500000 Penalty: 1034.127808
	Iteration 122Q: 3 clusters Score -5322176 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5322170 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5322167 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5322175 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5322178 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80681 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5322178 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5322176.500000 Penalty: 1034.127808
	Iteration 128Q: 3 clusters Score -5322176 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5322176 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5322176 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5322167 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5322166.000000 Penalty: 1034.127808
	Iteration 132Q: 3 clusters Score -5322166 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -5322165.000000 Penalty: 1034.127808
	Iteration 133Q: 3 clusters Score -5322165 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5322163.500000 Penalty: 1034.127808
	Iteration 134Q: 3 clusters Score -5322164 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5322163 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5322161.500000 Penalty: 1034.127808
	Iteration 136Q: 3 clusters Score -5322162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5322156.500000 Penalty: 1034.127808
	Iteration 137Q: 3 clusters Score -5322156 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5322149.000000 Penalty: 1034.127808
	Iteration 138Q: 3 clusters Score -5322149 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5322150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5322154.500000 Penalty: 1034.127808
	Iteration 140F: 3 clusters Score -5322154 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5322150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5322160.500000 Penalty: 1034.127808
	Iteration 142Q: 3 clusters Score -5322160 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5322170.500000 Penalty: 1034.127808
	Iteration 143Q: 3 clusters Score -5322170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -5322165.500000 Penalty: 1034.127808
	Iteration 144Q: 3 clusters Score -5322166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -5322159.500000 Penalty: 1034.127808
	Iteration 145Q: 3 clusters Score -5322160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5322157.500000 Penalty: 1034.127808
	Iteration 146Q: 3 clusters Score -5322158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -5322165.500000 Penalty: 1034.127808
	Iteration 147Q: 3 clusters Score -5322166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5322167.500000 Penalty: 1034.127808
	Iteration 148Q: 3 clusters Score -5322168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5322177.500000 Penalty: 1034.127808
	Iteration 149Q: 3 clusters Score -5322178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5322169.500000 Penalty: 1034.127808
	Iteration 150Q: 3 clusters Score -5322170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5322177.000000 Penalty: 1034.127808
	Iteration 151Q: 3 clusters Score -5322177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5322186.500000 Penalty: 1034.127808
	Iteration 152Q: 3 clusters Score -5322186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5322203.000000 Penalty: 1034.127808
	Iteration 153Q: 3 clusters Score -5322203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5322191.500000 Penalty: 1034.127808
	Iteration 154Q: 3 clusters Score -5322192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5322186.500000 Penalty: 1034.127808
	Iteration 155Q: 3 clusters Score -5322186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5322189.000000 Penalty: 1034.127808
	Iteration 156Q: 3 clusters Score -5322189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5322186.500000 Penalty: 1034.127808
	Iteration 157Q: 3 clusters Score -5322186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5322197.000000 Penalty: 1034.127808
	Iteration 158Q: 3 clusters Score -5322197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -5322199.000000 Penalty: 1034.127808
	Iteration 159Q: 3 clusters Score -5322199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -5322202.500000 Penalty: 1034.127808
	Iteration 160F: 3 clusters Score -5322202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5322199.500000 Penalty: 1034.127808
	Iteration 161Q: 3 clusters Score -5322200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5322199.000000 Penalty: 1034.127808
	Iteration 162Q: 3 clusters Score -5322199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -5322193.500000 Penalty: 1034.127808
	Iteration 163Q: 3 clusters Score -5322194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5322192.500000 Penalty: 1034.127808
	Iteration 164Q: 3 clusters Score -5322192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5322192.500000 Penalty: 1034.127808
	Iteration 165Q: 3 clusters Score -5322192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5322192.500000 Penalty: 1034.127808
	Iteration 166F: 3 clusters Score -5322192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -59679.058594 Penalty: 314.484497
	Iteration 0F: 2 clusters Score -59679.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58868.500000 Penalty: 628.968994
	Iteration 0F: 3 clusters Score -58868.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -59062.605469 Penalty: 628.968994
	Iteration 1F: 3 clusters Score -59062.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59093.292969 Penalty: 628.968994
	Iteration 2F: 3 clusters Score -59093.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59126.226562 Penalty: 628.968994
	Iteration 3F: 3 clusters Score -59126.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59154.722656 Penalty: 628.968994
	Iteration 4Q: 3 clusters Score -59154.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -59186.488281 Penalty: 628.968994
	Iteration 5Q: 3 clusters Score -59186.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59226.214844 Penalty: 628.968994
	Iteration 6Q: 3 clusters Score -59226.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -59289.179688 Penalty: 628.968994
	Iteration 7Q: 3 clusters Score -59289.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59331.273438 Penalty: 628.968994
	Iteration 8Q: 3 clusters Score -59331.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59376.160156 Penalty: 628.968994
	Iteration 9Q: 3 clusters Score -59376.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59423.750000 Penalty: 628.968994
	Iteration 10Q: 3 clusters Score -59423.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -59453.191406 Penalty: 628.968994
	Iteration 11Q: 3 clusters Score -59453.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -59466.714844 Penalty: 628.968994
	Iteration 12Q: 3 clusters Score -59466.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59477.464844 Penalty: 628.968994
	Iteration 13Q: 3 clusters Score -59477.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59489.660156 Penalty: 628.968994
	Iteration 14Q: 3 clusters Score -59489.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59501.906250 Penalty: 628.968994
	Iteration 15Q: 3 clusters Score -59501.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59518.890625 Penalty: 628.968994
	Iteration 16Q: 3 clusters Score -59518.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59530.324219 Penalty: 628.968994
	Iteration 17Q: 3 clusters Score -59530.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59542.218750 Penalty: 628.968994
	Iteration 18Q: 3 clusters Score -59542.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59548.480469 Penalty: 628.968994
	Iteration 19Q: 3 clusters Score -59548.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59551.410156 Penalty: 628.968994
	Iteration 20F: 3 clusters Score -59551.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59553.453125 Penalty: 628.968994
	Iteration 21Q: 3 clusters Score -59553.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -59556.566406 Penalty: 628.968994
	Iteration 22Q: 3 clusters Score -59556.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -59558.320312 Penalty: 628.968994
	Iteration 23Q: 3 clusters Score -59558.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59558.996094 Penalty: 628.968994
	Iteration 24Q: 3 clusters Score -59559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -59559.531250 Penalty: 628.968994
	Iteration 25Q: 3 clusters Score -59559.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59560.429688 Penalty: 628.968994
	Iteration 26Q: 3 clusters Score -59560.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -59560.476562 Penalty: 628.968994
	Iteration 27Q: 3 clusters Score -59560.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -59560.476562 Penalty: 628.968994
	Iteration 28F: 3 clusters Score -59560.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -31349.841797 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -31349.84 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 242 members 
Entering Unmasked Estep 
Score: -30860.337891 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -30860.34 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30985.708984 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -30985.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31013.179688 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -31013.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31037.285156 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -31037.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31043.089844 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -31043.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31052.681641 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -31052.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31071.724609 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -31071.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31090.476562 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -31090.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31119.443359 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -31119.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31125.671875 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -31125.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31126.544922 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -31126.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31127.240234 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -31127.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31129.736328 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -31129.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31130.472656 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -31130.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31130.472656 Penalty: 563.876404
	Iteration 14F: 3 clusters Score -31130.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 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 161 members 
Entering Unmasked Estep 
Score: -19755.250000 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19755.25 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19850.667969 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19850.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19875.642578 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19875.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19891.494141 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19891.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19898.677734 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19898.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19905.562500 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19905.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19912.515625 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19912.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19916.607422 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19916.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19920.945312 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19920.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19928.140625 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19928.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19931.111328 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19931.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19931.908203 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19931.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19931.908203 Penalty: 522.904541
	Iteration 12F: 3 clusters Score -19931.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -9200.619141 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9200.619 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 92 members 
Entering Unmasked Estep 
Score: -8931.244141 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8931.244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8999.511719 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8999.512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9014.227539 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -9014.228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9021.963867 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -9021.964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9027.516602 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -9027.517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9031.037109 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9031.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9031.209961 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -9031.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9031.209961 Penalty: 476.030884
	Iteration 7F: 3 clusters Score -9031.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (82302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Entering Unmasked Estep 
Score: -5056706.000000 Penalty: 514.975830
	Iteration 0F: 2 clusters Score -5056706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5001298.000000 Penalty: 1029.951660
	Iteration 0F: 3 clusters Score -5001298 nChanged 40176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5025812.500000 Penalty: 1029.951660
	Iteration 1F: 3 clusters Score -5025812 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -5027490.500000 Penalty: 1029.951660
	Iteration 2Q: 3 clusters Score -5027490 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -5030422.000000 Penalty: 1029.951660
	Iteration 3F: 3 clusters Score -5030422 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -5035523.000000 Penalty: 1029.951660
	Iteration 4F: 3 clusters Score -5035523 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -5042003.000000 Penalty: 1029.951660
	Iteration 5F: 3 clusters Score -5042003 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -5046959.000000 Penalty: 1029.951660
	Iteration 6F: 3 clusters Score -5046959 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -5049126.500000 Penalty: 1029.951660
	Iteration 7Q: 3 clusters Score -5049126 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -5050129.000000 Penalty: 1029.951660
	Iteration 8Q: 3 clusters Score -5050129 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -5050834.000000 Penalty: 1029.951660
	Iteration 9Q: 3 clusters Score -5050834 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -5051407.500000 Penalty: 1029.951660
	Iteration 10Q: 3 clusters Score -5051408 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -5051924.000000 Penalty: 1029.951660
	Iteration 11Q: 3 clusters Score -5051924 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -5052434.500000 Penalty: 1029.951660
	Iteration 12Q: 3 clusters Score -5052434 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -5052786.500000 Penalty: 1029.951660
	Iteration 13Q: 3 clusters Score -5052786 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -5053039.000000 Penalty: 1029.951660
	Iteration 14Q: 3 clusters Score -5053039 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -5053253.500000 Penalty: 1029.951660
	Iteration 15Q: 3 clusters Score -5053254 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -5053409.500000 Penalty: 1029.951660
	Iteration 16Q: 3 clusters Score -5053410 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -5053528.500000 Penalty: 1029.951660
	Iteration 17Q: 3 clusters Score -5053528 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -5053632.000000 Penalty: 1029.951660
	Iteration 18Q: 3 clusters Score -5053632 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 68268 members 
Entering Unmasked Estep 
Score: -5053726.500000 Penalty: 1029.951660
	Iteration 19Q: 3 clusters Score -5053726 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -5053808.000000 Penalty: 1029.951660
	Iteration 20F: 3 clusters Score -5053808 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -5053908.000000 Penalty: 1029.951660
	Iteration 21Q: 3 clusters Score -5053908 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -5054006.000000 Penalty: 1029.951660
	Iteration 22Q: 3 clusters Score -5054006 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -5054098.500000 Penalty: 1029.951660
	Iteration 23Q: 3 clusters Score -5054098 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -5054189.500000 Penalty: 1029.951660
	Iteration 24Q: 3 clusters Score -5054190 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -5054278.000000 Penalty: 1029.951660
	Iteration 25Q: 3 clusters Score -5054278 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 70622 members 
Entering Unmasked Estep 
Score: -5054349.500000 Penalty: 1029.951660
	Iteration 26Q: 3 clusters Score -5054350 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -5054443.000000 Penalty: 1029.951660
	Iteration 27Q: 3 clusters Score -5054443 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -5054535.500000 Penalty: 1029.951660
	Iteration 28Q: 3 clusters Score -5054536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -5054595.500000 Penalty: 1029.951660
	Iteration 29Q: 3 clusters Score -5054596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -5054652.000000 Penalty: 1029.951660
	Iteration 30Q: 3 clusters Score -5054652 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -5054755.000000 Penalty: 1029.951660
	Iteration 31Q: 3 clusters Score -5054755 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -5054827.000000 Penalty: 1029.951660
	Iteration 32Q: 3 clusters Score -5054827 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -5054877.500000 Penalty: 1029.951660
	Iteration 33Q: 3 clusters Score -5054878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -5054929.000000 Penalty: 1029.951660
	Iteration 34Q: 3 clusters Score -5054929 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -5054988.000000 Penalty: 1029.951660
	Iteration 35Q: 3 clusters Score -5054988 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -5055024.500000 Penalty: 1029.951660
	Iteration 36Q: 3 clusters Score -5055024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -5055077.500000 Penalty: 1029.951660
	Iteration 37Q: 3 clusters Score -5055078 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -5055119.000000 Penalty: 1029.951660
	Iteration 38Q: 3 clusters Score -5055119 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -5055155.000000 Penalty: 1029.951660
	Iteration 39Q: 3 clusters Score -5055155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -5055189.500000 Penalty: 1029.951660
	Iteration 40F: 3 clusters Score -5055190 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -5055229.500000 Penalty: 1029.951660
	Iteration 41Q: 3 clusters Score -5055230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -5055284.500000 Penalty: 1029.951660
	Iteration 42Q: 3 clusters Score -5055284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -5055321.000000 Penalty: 1029.951660
	Iteration 43Q: 3 clusters Score -5055321 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -5055338.000000 Penalty: 1029.951660
	Iteration 44Q: 3 clusters Score -5055338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -5055355.500000 Penalty: 1029.951660
	Iteration 45Q: 3 clusters Score -5055356 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -5055394.000000 Penalty: 1029.951660
	Iteration 46Q: 3 clusters Score -5055394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -5055424.000000 Penalty: 1029.951660
	Iteration 47Q: 3 clusters Score -5055424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -5055455.500000 Penalty: 1029.951660
	Iteration 48Q: 3 clusters Score -5055456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -5055477.000000 Penalty: 1029.951660
	Iteration 49Q: 3 clusters Score -5055477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
Score: -5055499.000000 Penalty: 1029.951660
	Iteration 50Q: 3 clusters Score -5055499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -5055534.000000 Penalty: 1029.951660
	Iteration 51Q: 3 clusters Score -5055534 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -5055555.000000 Penalty: 1029.951660
	Iteration 52Q: 3 clusters Score -5055555 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -5055571.000000 Penalty: 1029.951660
	Iteration 53Q: 3 clusters Score -5055571 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -5055578.000000 Penalty: 1029.951660
	Iteration 54Q: 3 clusters Score -5055578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -5055580.000000 Penalty: 1029.951660
	Iteration 55Q: 3 clusters Score -5055580 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -5055585.000000 Penalty: 1029.951660
	Iteration 56Q: 3 clusters Score -5055585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -5055596.000000 Penalty: 1029.951660
	Iteration 57Q: 3 clusters Score -5055596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -5055615.000000 Penalty: 1029.951660
	Iteration 58Q: 3 clusters Score -5055615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -5055648.500000 Penalty: 1029.951660
	Iteration 59Q: 3 clusters Score -5055648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -5055676.000000 Penalty: 1029.951660
	Iteration 60F: 3 clusters Score -5055676 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -5055713.000000 Penalty: 1029.951660
	Iteration 61Q: 3 clusters Score -5055713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -5055724.000000 Penalty: 1029.951660
	Iteration 62Q: 3 clusters Score -5055724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -5055749.500000 Penalty: 1029.951660
	Iteration 63Q: 3 clusters Score -5055750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -5055758.000000 Penalty: 1029.951660
	Iteration 64Q: 3 clusters Score -5055758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -5055789.500000 Penalty: 1029.951660
	Iteration 65Q: 3 clusters Score -5055790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -5055792.500000 Penalty: 1029.951660
	Iteration 66Q: 3 clusters Score -5055792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -5055803.000000 Penalty: 1029.951660
	Iteration 67Q: 3 clusters Score -5055803 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -5055820.000000 Penalty: 1029.951660
	Iteration 68Q: 3 clusters Score -5055820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -5055839.500000 Penalty: 1029.951660
	Iteration 69Q: 3 clusters Score -5055840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -5055880.000000 Penalty: 1029.951660
	Iteration 70Q: 3 clusters Score -5055880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -5055902.500000 Penalty: 1029.951660
	Iteration 71Q: 3 clusters Score -5055902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -5055937.000000 Penalty: 1029.951660
	Iteration 72Q: 3 clusters Score -5055937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -5055950.500000 Penalty: 1029.951660
	Iteration 73Q: 3 clusters Score -5055950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -5055980.000000 Penalty: 1029.951660
	Iteration 74Q: 3 clusters Score -5055980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -5055974.000000 Penalty: 1029.951660
	Iteration 75Q: 3 clusters Score -5055974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -5055978.500000 Penalty: 1029.951660
	Iteration 76Q: 3 clusters Score -5055978 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -5055994.500000 Penalty: 1029.951660
	Iteration 77Q: 3 clusters Score -5055994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -5056027.000000 Penalty: 1029.951660
	Iteration 78Q: 3 clusters Score -5056027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -5056042.500000 Penalty: 1029.951660
	Iteration 79Q: 3 clusters Score -5056042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -5056054.500000 Penalty: 1029.951660
	Iteration 80F: 3 clusters Score -5056054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -5056068.500000 Penalty: 1029.951660
	Iteration 81Q: 3 clusters Score -5056068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -5056089.500000 Penalty: 1029.951660
	Iteration 82Q: 3 clusters Score -5056090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -5056080.000000 Penalty: 1029.951660
	Iteration 83Q: 3 clusters Score -5056080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -5056087.000000 Penalty: 1029.951660
	Iteration 84Q: 3 clusters Score -5056087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -5056080.500000 Penalty: 1029.951660
	Iteration 85Q: 3 clusters Score -5056080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -5056081.000000 Penalty: 1029.951660
	Iteration 86Q: 3 clusters Score -5056081 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -5056088.000000 Penalty: 1029.951660
	Iteration 87Q: 3 clusters Score -5056088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -5056111.500000 Penalty: 1029.951660
	Iteration 88Q: 3 clusters Score -5056112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -5056128.000000 Penalty: 1029.951660
	Iteration 89Q: 3 clusters Score -5056128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -5056168.000000 Penalty: 1029.951660
	Iteration 90Q: 3 clusters Score -5056168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -5056184.500000 Penalty: 1029.951660
	Iteration 91Q: 3 clusters Score -5056184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -5056196.000000 Penalty: 1029.951660
	Iteration 92Q: 3 clusters Score -5056196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -5056207.500000 Penalty: 1029.951660
	Iteration 93Q: 3 clusters Score -5056208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -5056224.000000 Penalty: 1029.951660
	Iteration 94Q: 3 clusters Score -5056224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -5056252.000000 Penalty: 1029.951660
	Iteration 95Q: 3 clusters Score -5056252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -5056258.500000 Penalty: 1029.951660
	Iteration 96Q: 3 clusters Score -5056258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -5056268.000000 Penalty: 1029.951660
	Iteration 97Q: 3 clusters Score -5056268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -5056277.500000 Penalty: 1029.951660
	Iteration 98Q: 3 clusters Score -5056278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -5056292.000000 Penalty: 1029.951660
	Iteration 99Q: 3 clusters Score -5056292 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -5056307.000000 Penalty: 1029.951660
	Iteration 100F: 3 clusters Score -5056307 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -5056320.000000 Penalty: 1029.951660
	Iteration 101Q: 3 clusters Score -5056320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -5056331.500000 Penalty: 1029.951660
	Iteration 102Q: 3 clusters Score -5056332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -5056338.000000 Penalty: 1029.951660
	Iteration 103Q: 3 clusters Score -5056338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -5056344.000000 Penalty: 1029.951660
	Iteration 104Q: 3 clusters Score -5056344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -5056349.000000 Penalty: 1029.951660
	Iteration 105Q: 3 clusters Score -5056349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -5056367.000000 Penalty: 1029.951660
	Iteration 106Q: 3 clusters Score -5056367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -5056367.500000 Penalty: 1029.951660
	Iteration 107Q: 3 clusters Score -5056368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -5056376.000000 Penalty: 1029.951660
	Iteration 108Q: 3 clusters Score -5056376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -5056383.500000 Penalty: 1029.951660
	Iteration 109Q: 3 clusters Score -5056384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -5056384.000000 Penalty: 1029.951660
	Iteration 110Q: 3 clusters Score -5056384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -5056391.000000 Penalty: 1029.951660
	Iteration 111Q: 3 clusters Score -5056391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -5056399.000000 Penalty: 1029.951660
	Iteration 112Q: 3 clusters Score -5056399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -5056398.000000 Penalty: 1029.951660
	Iteration 113Q: 3 clusters Score -5056398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -5056399.000000 Penalty: 1029.951660
	Iteration 114Q: 3 clusters Score -5056399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -5056403.000000 Penalty: 1029.951660
	Iteration 115Q: 3 clusters Score -5056403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -5056405.500000 Penalty: 1029.951660
	Iteration 116Q: 3 clusters Score -5056406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -5056406.000000 Penalty: 1029.951660
	Iteration 117Q: 3 clusters Score -5056406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -5056411.500000 Penalty: 1029.951660
	Iteration 118Q: 3 clusters Score -5056412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -5056409.000000 Penalty: 1029.951660
	Iteration 119Q: 3 clusters Score -5056409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -5056411.500000 Penalty: 1029.951660
	Iteration 120F: 3 clusters Score -5056412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -5056408.500000 Penalty: 1029.951660
	Iteration 121Q: 3 clusters Score -5056408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -5056411.000000 Penalty: 1029.951660
	Iteration 122Q: 3 clusters Score -5056411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -5056415.500000 Penalty: 1029.951660
	Iteration 123Q: 3 clusters Score -5056416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -5056418.500000 Penalty: 1029.951660
	Iteration 124Q: 3 clusters Score -5056418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -5056422.500000 Penalty: 1029.951660
	Iteration 125Q: 3 clusters Score -5056422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -5056432.000000 Penalty: 1029.951660
	Iteration 126Q: 3 clusters Score -5056432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -5056429.000000 Penalty: 1029.951660
	Iteration 127Q: 3 clusters Score -5056429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -5056429.000000 Penalty: 1029.951660
	Iteration 128F: 3 clusters Score -5056429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22295.037109 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22295.04 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 197 members 
Entering Unmasked Estep 
Score: -21889.365234 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21889.37 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22005.115234 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22005.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22064.619141 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22064.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22097.271484 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -22097.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22128.974609 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -22128.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22156.017578 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22156.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22179.708984 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22179.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22208.271484 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -22208.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22235.529297 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -22235.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22239.673828 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -22239.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22244.255859 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -22244.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22247.820312 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -22247.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22249.765625 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -22249.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22250.572266 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -22250.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22251.130859 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -22251.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22251.357422 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -22251.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22251.357422 Penalty: 535.887878
	Iteration 16F: 3 clusters Score -22251.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -403118.437500 Penalty: 398.436218
	Iteration 0F: 2 clusters Score -403118.4 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 3160 members 
Entering Unmasked Estep 
Score: -398798.343750 Penalty: 796.872437
	Iteration 0F: 3 clusters Score -398798.3 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -400462.218750 Penalty: 796.872437
	Iteration 1F: 3 clusters Score -400462.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -400578.312500 Penalty: 796.872437
	Iteration 2F: 3 clusters Score -400578.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -400696.000000 Penalty: 796.872437
	Iteration 3Q: 3 clusters Score -400696 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -400844.875000 Penalty: 796.872437
	Iteration 4Q: 3 clusters Score -400844.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -401052.531250 Penalty: 796.872437
	Iteration 5Q: 3 clusters Score -401052.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -401319.562500 Penalty: 796.872437
	Iteration 6F: 3 clusters Score -401319.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -401590.156250 Penalty: 796.872437
	Iteration 7F: 3 clusters Score -401590.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -401808.250000 Penalty: 796.872437
	Iteration 8F: 3 clusters Score -401808.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -401952.187500 Penalty: 796.872437
	Iteration 9Q: 3 clusters Score -401952.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -402026.468750 Penalty: 796.872437
	Iteration 10Q: 3 clusters Score -402026.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -402081.593750 Penalty: 796.872437
	Iteration 11Q: 3 clusters Score -402081.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -402125.187500 Penalty: 796.872437
	Iteration 12Q: 3 clusters Score -402125.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -402157.718750 Penalty: 796.872437
	Iteration 13Q: 3 clusters Score -402157.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -402190.625000 Penalty: 796.872437
	Iteration 14Q: 3 clusters Score -402190.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -402222.843750 Penalty: 796.872437
	Iteration 15Q: 3 clusters Score -402222.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -402246.250000 Penalty: 796.872437
	Iteration 16Q: 3 clusters Score -402246.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -402268.968750 Penalty: 796.872437
	Iteration 17Q: 3 clusters Score -402269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -402283.093750 Penalty: 796.872437
	Iteration 18Q: 3 clusters Score -402283.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -402296.625000 Penalty: 796.872437
	Iteration 19Q: 3 clusters Score -402296.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -402308.125000 Penalty: 796.872437
	Iteration 20F: 3 clusters Score -402308.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -402314.687500 Penalty: 796.872437
	Iteration 21Q: 3 clusters Score -402314.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -402323.562500 Penalty: 796.872437
	Iteration 22Q: 3 clusters Score -402323.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -402328.781250 Penalty: 796.872437
	Iteration 23Q: 3 clusters Score -402328.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -402336.625000 Penalty: 796.872437
	Iteration 24Q: 3 clusters Score -402336.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -402343.000000 Penalty: 796.872437
	Iteration 25Q: 3 clusters Score -402343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -402348.687500 Penalty: 796.872437
	Iteration 26Q: 3 clusters Score -402348.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -402353.468750 Penalty: 796.872437
	Iteration 27Q: 3 clusters Score -402353.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -402359.156250 Penalty: 796.872437
	Iteration 28Q: 3 clusters Score -402359.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -402365.781250 Penalty: 796.872437
	Iteration 29Q: 3 clusters Score -402365.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -402374.125000 Penalty: 796.872437
	Iteration 30Q: 3 clusters Score -402374.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -402380.500000 Penalty: 796.872437
	Iteration 31Q: 3 clusters Score -402380.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -402387.093750 Penalty: 796.872437
	Iteration 32Q: 3 clusters Score -402387.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -402392.968750 Penalty: 796.872437
	Iteration 33Q: 3 clusters Score -402393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -402396.218750 Penalty: 796.872437
	Iteration 34Q: 3 clusters Score -402396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -402398.437500 Penalty: 796.872437
	Iteration 35Q: 3 clusters Score -402398.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -402400.406250 Penalty: 796.872437
	Iteration 36Q: 3 clusters Score -402400.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -402403.000000 Penalty: 796.872437
	Iteration 37Q: 3 clusters Score -402403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -402406.843750 Penalty: 796.872437
	Iteration 38Q: 3 clusters Score -402406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -402407.718750 Penalty: 796.872437
	Iteration 39Q: 3 clusters Score -402407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -402407.656250 Penalty: 796.872437
	Iteration 40F: 3 clusters Score -402407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -402408.468750 Penalty: 796.872437
	Iteration 41Q: 3 clusters Score -402408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -402408.781250 Penalty: 796.872437
	Iteration 42Q: 3 clusters Score -402408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -402408.156250 Penalty: 796.872437
	Iteration 43Q: 3 clusters Score -402408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -402409.437500 Penalty: 796.872437
	Iteration 44Q: 3 clusters Score -402409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -402409.437500 Penalty: 796.872437
	Iteration 45Q: 3 clusters Score -402409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -402409.906250 Penalty: 796.872437
	Iteration 46Q: 3 clusters Score -402409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -402411.281250 Penalty: 796.872437
	Iteration 47Q: 3 clusters Score -402411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -402412.812500 Penalty: 796.872437
	Iteration 48Q: 3 clusters Score -402412.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -402414.218750 Penalty: 796.872437
	Iteration 49Q: 3 clusters Score -402414.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -402414.875000 Penalty: 796.872437
	Iteration 50Q: 3 clusters Score -402414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -402416.625000 Penalty: 796.872437
	Iteration 51Q: 3 clusters Score -402416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -402417.281250 Penalty: 796.872437
	Iteration 52Q: 3 clusters Score -402417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -402418.125000 Penalty: 796.872437
	Iteration 53Q: 3 clusters Score -402418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -402419.375000 Penalty: 796.872437
	Iteration 54Q: 3 clusters Score -402419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -402419.875000 Penalty: 796.872437
	Iteration 55Q: 3 clusters Score -402419.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -402420.781250 Penalty: 796.872437
	Iteration 56Q: 3 clusters Score -402420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -402421.562500 Penalty: 796.872437
	Iteration 57Q: 3 clusters Score -402421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -402421.593750 Penalty: 796.872437
	Iteration 58Q: 3 clusters Score -402421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -402422.656250 Penalty: 796.872437
	Iteration 59Q: 3 clusters Score -402422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -402423.281250 Penalty: 796.872437
	Iteration 60F: 3 clusters Score -402423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -402423.937500 Penalty: 796.872437
	Iteration 61Q: 3 clusters Score -402423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -402424.125000 Penalty: 796.872437
	Iteration 62Q: 3 clusters Score -402424.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -402424.656250 Penalty: 796.872437
	Iteration 63Q: 3 clusters Score -402424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -402424.093750 Penalty: 796.872437
	Iteration 64Q: 3 clusters Score -402424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -402425.406250 Penalty: 796.872437
	Iteration 65Q: 3 clusters Score -402425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -402427.562500 Penalty: 796.872437
	Iteration 66Q: 3 clusters Score -402427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -402429.000000 Penalty: 796.872437
	Iteration 67Q: 3 clusters Score -402429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -402430.968750 Penalty: 796.872437
	Iteration 68Q: 3 clusters Score -402431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -402432.812500 Penalty: 796.872437
	Iteration 69Q: 3 clusters Score -402432.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -402433.718750 Penalty: 796.872437
	Iteration 70Q: 3 clusters Score -402433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -402435.718750 Penalty: 796.872437
	Iteration 71Q: 3 clusters Score -402435.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -402437.375000 Penalty: 796.872437
	Iteration 72Q: 3 clusters Score -402437.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -402438.875000 Penalty: 796.872437
	Iteration 73Q: 3 clusters Score -402438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -402441.187500 Penalty: 796.872437
	Iteration 74Q: 3 clusters Score -402441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -402441.718750 Penalty: 796.872437
	Iteration 75Q: 3 clusters Score -402441.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -402444.281250 Penalty: 796.872437
	Iteration 76Q: 3 clusters Score -402444.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -402445.093750 Penalty: 796.872437
	Iteration 77Q: 3 clusters Score -402445.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -402446.437500 Penalty: 796.872437
	Iteration 78Q: 3 clusters Score -402446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -402447.656250 Penalty: 796.872437
	Iteration 79Q: 3 clusters Score -402447.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -402449.562500 Penalty: 796.872437
	Iteration 80F: 3 clusters Score -402449.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -402451.937500 Penalty: 796.872437
	Iteration 81Q: 3 clusters Score -402451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -402452.937500 Penalty: 796.872437
	Iteration 82Q: 3 clusters Score -402452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -402455.375000 Penalty: 796.872437
	Iteration 83Q: 3 clusters Score -402455.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -402456.437500 Penalty: 796.872437
	Iteration 84Q: 3 clusters Score -402456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -402455.906250 Penalty: 796.872437
	Iteration 85Q: 3 clusters Score -402455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -402456.906250 Penalty: 796.872437
	Iteration 86Q: 3 clusters Score -402456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -402457.187500 Penalty: 796.872437
	Iteration 87Q: 3 clusters Score -402457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -402456.625000 Penalty: 796.872437
	Iteration 88Q: 3 clusters Score -402456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -402458.156250 Penalty: 796.872437
	Iteration 89Q: 3 clusters Score -402458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -402457.906250 Penalty: 796.872437
	Iteration 90Q: 3 clusters Score -402457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -402457.281250 Penalty: 796.872437
	Iteration 91Q: 3 clusters Score -402457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -402457.093750 Penalty: 796.872437
	Iteration 92Q: 3 clusters Score -402457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -402458.062500 Penalty: 796.872437
	Iteration 93Q: 3 clusters Score -402458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -402459.218750 Penalty: 796.872437
	Iteration 94Q: 3 clusters Score -402459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -402460.000000 Penalty: 796.872437
	Iteration 95Q: 3 clusters Score -402460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -402460.968750 Penalty: 796.872437
	Iteration 96Q: 3 clusters Score -402461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -402461.250000 Penalty: 796.872437
	Iteration 97Q: 3 clusters Score -402461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -402462.312500 Penalty: 796.872437
	Iteration 98Q: 3 clusters Score -402462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -402462.968750 Penalty: 796.872437
	Iteration 99Q: 3 clusters Score -402463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -402462.500000 Penalty: 796.872437
	Iteration 100F: 3 clusters Score -402462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -402462.343750 Penalty: 796.872437
	Iteration 101Q: 3 clusters Score -402462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -402462.906250 Penalty: 796.872437
	Iteration 102Q: 3 clusters Score -402462.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -402462.531250 Penalty: 796.872437
	Iteration 103Q: 3 clusters Score -402462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -402463.562500 Penalty: 796.872437
	Iteration 104Q: 3 clusters Score -402463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -402463.812500 Penalty: 796.872437
	Iteration 105Q: 3 clusters Score -402463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -402464.593750 Penalty: 796.872437
	Iteration 106Q: 3 clusters Score -402464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -402466.156250 Penalty: 796.872437
	Iteration 107Q: 3 clusters Score -402466.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -402466.781250 Penalty: 796.872437
	Iteration 108Q: 3 clusters Score -402466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -402467.406250 Penalty: 796.872437
	Iteration 109Q: 3 clusters Score -402467.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -402468.593750 Penalty: 796.872437
	Iteration 110Q: 3 clusters Score -402468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -402469.562500 Penalty: 796.872437
	Iteration 111Q: 3 clusters Score -402469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -402469.468750 Penalty: 796.872437
	Iteration 112Q: 3 clusters Score -402469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -402469.343750 Penalty: 796.872437
	Iteration 113Q: 3 clusters Score -402469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -402470.500000 Penalty: 796.872437
	Iteration 114Q: 3 clusters Score -402470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -402470.437500 Penalty: 796.872437
	Iteration 115Q: 3 clusters Score -402470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -402470.562500 Penalty: 796.872437
	Iteration 116Q: 3 clusters Score -402470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -402471.375000 Penalty: 796.872437
	Iteration 117Q: 3 clusters Score -402471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -402472.281250 Penalty: 796.872437
	Iteration 118Q: 3 clusters Score -402472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -402472.625000 Penalty: 796.872437
	Iteration 119Q: 3 clusters Score -402472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -402472.343750 Penalty: 796.872437
	Iteration 120F: 3 clusters Score -402472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -402472.406250 Penalty: 796.872437
	Iteration 121Q: 3 clusters Score -402472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -402473.218750 Penalty: 796.872437
	Iteration 122Q: 3 clusters Score -402473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -402472.687500 Penalty: 796.872437
	Iteration 123Q: 3 clusters Score -402472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -402472.968750 Penalty: 796.872437
	Iteration 124Q: 3 clusters Score -402473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -402473.843750 Penalty: 796.872437
	Iteration 125Q: 3 clusters Score -402473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -402474.000000 Penalty: 796.872437
	Iteration 126Q: 3 clusters Score -402474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -402474.125000 Penalty: 796.872437
	Iteration 127Q: 3 clusters Score -402474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -402475.156250 Penalty: 796.872437
	Iteration 128Q: 3 clusters Score -402475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -402474.718750 Penalty: 796.872437
	Iteration 129Q: 3 clusters Score -402474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -402474.843750 Penalty: 796.872437
	Iteration 130Q: 3 clusters Score -402474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -402475.906250 Penalty: 796.872437
	Iteration 131Q: 3 clusters Score -402475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -402476.437500 Penalty: 796.872437
	Iteration 132Q: 3 clusters Score -402476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -402476.781250 Penalty: 796.872437
	Iteration 133Q: 3 clusters Score -402476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -402476.500000 Penalty: 796.872437
	Iteration 134Q: 3 clusters Score -402476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -402476.500000 Penalty: 796.872437
	Iteration 135F: 3 clusters Score -402476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -8092.979980 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -8092.98 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 130 members 
Entering Unmasked Estep 
Score: -7798.580566 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7798.581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7919.473633 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7919.474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7968.361328 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7968.361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7988.731445 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -7988.731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7998.302246 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -7998.302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8002.848633 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -8002.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8003.513672 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -8003.514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8005.331055 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -8005.331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8008.849609 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -8008.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8014.210938 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -8014.211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8022.397461 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -8022.397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8033.473633 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -8033.474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8038.457031 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -8038.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8049.183594 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -8049.184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8050.552734 Penalty: 503.538452
	Iteration 14Q: 3 clusters Score -8050.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8050.552734 Penalty: 503.538452
	Iteration 15F: 3 clusters Score -8050.553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7848.482422 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7848.482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7622.306152 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7622.306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7665.490723 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7665.491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7695.733887 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7695.734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7712.524902 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7712.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7716.460938 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7716.461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7716.460938 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -7716.461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Entering Unmasked Estep 
Score: -6042460.000000 Penalty: 522.410950
	Iteration 0F: 2 clusters Score -6042460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -5980137.000000 Penalty: 1044.821899
	Iteration 0F: 3 clusters Score -5980137 nChanged 47536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6009506.000000 Penalty: 1044.821899
	Iteration 1F: 3 clusters Score -6009506 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6010793.000000 Penalty: 1044.821899
	Iteration 2Q: 3 clusters Score -6010793 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6012851.000000 Penalty: 1044.821899
	Iteration 3Q: 3 clusters Score -6012851 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -6015981.000000 Penalty: 1044.821899
	Iteration 4F: 3 clusters Score -6015981 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -6020839.000000 Penalty: 1044.821899
	Iteration 5F: 3 clusters Score -6020839 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -6025728.500000 Penalty: 1044.821899
	Iteration 6F: 3 clusters Score -6025728 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -6028165.500000 Penalty: 1044.821899
	Iteration 7F: 3 clusters Score -6028166 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -6028787.500000 Penalty: 1044.821899
	Iteration 8Q: 3 clusters Score -6028788 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -6028964.500000 Penalty: 1044.821899
	Iteration 9Q: 3 clusters Score -6028964 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -6029140.500000 Penalty: 1044.821899
	Iteration 10Q: 3 clusters Score -6029140 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -6029295.500000 Penalty: 1044.821899
	Iteration 11Q: 3 clusters Score -6029296 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -6029346.000000 Penalty: 1044.821899
	Iteration 12Q: 3 clusters Score -6029346 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -6029488.000000 Penalty: 1044.821899
	Iteration 13Q: 3 clusters Score -6029488 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -6029659.000000 Penalty: 1044.821899
	Iteration 14Q: 3 clusters Score -6029659 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -6029788.000000 Penalty: 1044.821899
	Iteration 15Q: 3 clusters Score -6029788 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -6029946.000000 Penalty: 1044.821899
	Iteration 16Q: 3 clusters Score -6029946 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -6030084.500000 Penalty: 1044.821899
	Iteration 17Q: 3 clusters Score -6030084 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -6030194.500000 Penalty: 1044.821899
	Iteration 18Q: 3 clusters Score -6030194 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -6030355.500000 Penalty: 1044.821899
	Iteration 19Q: 3 clusters Score -6030356 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -6030553.500000 Penalty: 1044.821899
	Iteration 20F: 3 clusters Score -6030554 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -6030786.500000 Penalty: 1044.821899
	Iteration 21Q: 3 clusters Score -6030786 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -6030996.000000 Penalty: 1044.821899
	Iteration 22Q: 3 clusters Score -6030996 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -6031262.500000 Penalty: 1044.821899
	Iteration 23Q: 3 clusters Score -6031262 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -6031540.500000 Penalty: 1044.821899
	Iteration 24Q: 3 clusters Score -6031540 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -6031812.500000 Penalty: 1044.821899
	Iteration 25Q: 3 clusters Score -6031812 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -6032089.500000 Penalty: 1044.821899
	Iteration 26Q: 3 clusters Score -6032090 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -6032477.500000 Penalty: 1044.821899
	Iteration 27Q: 3 clusters Score -6032478 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -6032871.000000 Penalty: 1044.821899
	Iteration 28Q: 3 clusters Score -6032871 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -6033223.000000 Penalty: 1044.821899
	Iteration 29Q: 3 clusters Score -6033223 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -6033645.000000 Penalty: 1044.821899
	Iteration 30Q: 3 clusters Score -6033645 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -6034108.000000 Penalty: 1044.821899
	Iteration 31Q: 3 clusters Score -6034108 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -6034575.500000 Penalty: 1044.821899
	Iteration 32Q: 3 clusters Score -6034576 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -6034979.500000 Penalty: 1044.821899
	Iteration 33Q: 3 clusters Score -6034980 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -6035418.500000 Penalty: 1044.821899
	Iteration 34Q: 3 clusters Score -6035418 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -6035749.000000 Penalty: 1044.821899
	Iteration 35Q: 3 clusters Score -6035749 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -6036085.000000 Penalty: 1044.821899
	Iteration 36Q: 3 clusters Score -6036085 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -6036399.000000 Penalty: 1044.821899
	Iteration 37Q: 3 clusters Score -6036399 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -6036692.000000 Penalty: 1044.821899
	Iteration 38Q: 3 clusters Score -6036692 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -6036957.500000 Penalty: 1044.821899
	Iteration 39Q: 3 clusters Score -6036958 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -6037261.500000 Penalty: 1044.821899
	Iteration 40F: 3 clusters Score -6037262 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -6037432.500000 Penalty: 1044.821899
	Iteration 41Q: 3 clusters Score -6037432 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -6037651.500000 Penalty: 1044.821899
	Iteration 42Q: 3 clusters Score -6037652 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -6037910.500000 Penalty: 1044.821899
	Iteration 43Q: 3 clusters Score -6037910 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -6038149.500000 Penalty: 1044.821899
	Iteration 44Q: 3 clusters Score -6038150 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -6038418.000000 Penalty: 1044.821899
	Iteration 45Q: 3 clusters Score -6038418 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -6038620.000000 Penalty: 1044.821899
	Iteration 46Q: 3 clusters Score -6038620 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -6038871.500000 Penalty: 1044.821899
	Iteration 47Q: 3 clusters Score -6038872 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -6039134.500000 Penalty: 1044.821899
	Iteration 48Q: 3 clusters Score -6039134 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -6039352.500000 Penalty: 1044.821899
	Iteration 49Q: 3 clusters Score -6039352 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -6039622.000000 Penalty: 1044.821899
	Iteration 50Q: 3 clusters Score -6039622 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -6039855.500000 Penalty: 1044.821899
	Iteration 51Q: 3 clusters Score -6039856 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -6040033.000000 Penalty: 1044.821899
	Iteration 52Q: 3 clusters Score -6040033 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -6040231.500000 Penalty: 1044.821899
	Iteration 53Q: 3 clusters Score -6040232 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -6040418.500000 Penalty: 1044.821899
	Iteration 54Q: 3 clusters Score -6040418 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -6040555.000000 Penalty: 1044.821899
	Iteration 55Q: 3 clusters Score -6040555 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -6040695.000000 Penalty: 1044.821899
	Iteration 56Q: 3 clusters Score -6040695 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -6040789.500000 Penalty: 1044.821899
	Iteration 57Q: 3 clusters Score -6040790 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -6040898.000000 Penalty: 1044.821899
	Iteration 58Q: 3 clusters Score -6040898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -6040998.500000 Penalty: 1044.821899
	Iteration 59Q: 3 clusters Score -6040998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 94570 members 
Entering Unmasked Estep 
Score: -6041070.500000 Penalty: 1044.821899
	Iteration 60F: 3 clusters Score -6041070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -6041139.500000 Penalty: 1044.821899
	Iteration 61Q: 3 clusters Score -6041140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -6041193.000000 Penalty: 1044.821899
	Iteration 62Q: 3 clusters Score -6041193 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -6041248.500000 Penalty: 1044.821899
	Iteration 63Q: 3 clusters Score -6041248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -6041302.500000 Penalty: 1044.821899
	Iteration 64Q: 3 clusters Score -6041302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -6041354.000000 Penalty: 1044.821899
	Iteration 65Q: 3 clusters Score -6041354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -6041386.000000 Penalty: 1044.821899
	Iteration 66Q: 3 clusters Score -6041386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -6041428.500000 Penalty: 1044.821899
	Iteration 67Q: 3 clusters Score -6041428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -6041466.500000 Penalty: 1044.821899
	Iteration 68Q: 3 clusters Score -6041466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -6041494.000000 Penalty: 1044.821899
	Iteration 69Q: 3 clusters Score -6041494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -6041522.000000 Penalty: 1044.821899
	Iteration 70Q: 3 clusters Score -6041522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -6041542.000000 Penalty: 1044.821899
	Iteration 71Q: 3 clusters Score -6041542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -6041559.500000 Penalty: 1044.821899
	Iteration 72Q: 3 clusters Score -6041560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -6041597.500000 Penalty: 1044.821899
	Iteration 73Q: 3 clusters Score -6041598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -6041647.000000 Penalty: 1044.821899
	Iteration 74Q: 3 clusters Score -6041647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -6041684.500000 Penalty: 1044.821899
	Iteration 75Q: 3 clusters Score -6041684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -6041729.500000 Penalty: 1044.821899
	Iteration 76Q: 3 clusters Score -6041730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -6041761.500000 Penalty: 1044.821899
	Iteration 77Q: 3 clusters Score -6041762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -6041808.500000 Penalty: 1044.821899
	Iteration 78Q: 3 clusters Score -6041808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96104 members 
Entering Unmasked Estep 
Score: -6041828.000000 Penalty: 1044.821899
	Iteration 79Q: 3 clusters Score -6041828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -6041849.000000 Penalty: 1044.821899
	Iteration 80F: 3 clusters Score -6041849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -6041872.000000 Penalty: 1044.821899
	Iteration 81Q: 3 clusters Score -6041872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -6041892.000000 Penalty: 1044.821899
	Iteration 82Q: 3 clusters Score -6041892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -6041898.000000 Penalty: 1044.821899
	Iteration 83Q: 3 clusters Score -6041898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -6041913.000000 Penalty: 1044.821899
	Iteration 84Q: 3 clusters Score -6041913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -6041932.500000 Penalty: 1044.821899
	Iteration 85Q: 3 clusters Score -6041932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -6041942.500000 Penalty: 1044.821899
	Iteration 86Q: 3 clusters Score -6041942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -6041945.000000 Penalty: 1044.821899
	Iteration 87Q: 3 clusters Score -6041945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -6041943.500000 Penalty: 1044.821899
	Iteration 88Q: 3 clusters Score -6041944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -6041952.500000 Penalty: 1044.821899
	Iteration 89Q: 3 clusters Score -6041952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -6041946.500000 Penalty: 1044.821899
	Iteration 90Q: 3 clusters Score -6041946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -6041950.000000 Penalty: 1044.821899
	Iteration 91Q: 3 clusters Score -6041950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -6041946.500000 Penalty: 1044.821899
	Iteration 92Q: 3 clusters Score -6041946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -6041946.500000 Penalty: 1044.821899
	Iteration 93Q: 3 clusters Score -6041946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -6041950.500000 Penalty: 1044.821899
	Iteration 94Q: 3 clusters Score -6041950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -6041946.000000 Penalty: 1044.821899
	Iteration 95Q: 3 clusters Score -6041946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -6041948.000000 Penalty: 1044.821899
	Iteration 96Q: 3 clusters Score -6041948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -6041953.500000 Penalty: 1044.821899
	Iteration 97Q: 3 clusters Score -6041954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -6041948.000000 Penalty: 1044.821899
	Iteration 98Q: 3 clusters Score -6041948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -6041948.000000 Penalty: 1044.821899
	Iteration 99F: 3 clusters Score -6041948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Entering Unmasked Estep 
Score: -5301220.000000 Penalty: 516.716248
	Iteration 0F: 2 clusters Score -5301220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -5244821.500000 Penalty: 1033.432495
	Iteration 0F: 3 clusters Score -5244822 nChanged 41709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5272112.000000 Penalty: 1033.432495
	Iteration 1F: 3 clusters Score -5272112 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5275209.000000 Penalty: 1033.432495
	Iteration 2F: 3 clusters Score -5275209 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -5280078.500000 Penalty: 1033.432495
	Iteration 3F: 3 clusters Score -5280078 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -5286176.500000 Penalty: 1033.432495
	Iteration 4F: 3 clusters Score -5286176 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -5291257.500000 Penalty: 1033.432495
	Iteration 5F: 3 clusters Score -5291258 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -5293590.500000 Penalty: 1033.432495
	Iteration 6F: 3 clusters Score -5293590 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -5294370.500000 Penalty: 1033.432495
	Iteration 7Q: 3 clusters Score -5294370 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -5294796.500000 Penalty: 1033.432495
	Iteration 8Q: 3 clusters Score -5294796 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -5295118.000000 Penalty: 1033.432495
	Iteration 9Q: 3 clusters Score -5295118 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -5295297.500000 Penalty: 1033.432495
	Iteration 10Q: 3 clusters Score -5295298 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -5295472.000000 Penalty: 1033.432495
	Iteration 11Q: 3 clusters Score -5295472 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -5295608.500000 Penalty: 1033.432495
	Iteration 12Q: 3 clusters Score -5295608 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -5295674.500000 Penalty: 1033.432495
	Iteration 13Q: 3 clusters Score -5295674 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -5295751.500000 Penalty: 1033.432495
	Iteration 14Q: 3 clusters Score -5295752 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -5295806.500000 Penalty: 1033.432495
	Iteration 15Q: 3 clusters Score -5295806 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -5295819.500000 Penalty: 1033.432495
	Iteration 16Q: 3 clusters Score -5295820 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -5295862.500000 Penalty: 1033.432495
	Iteration 17Q: 3 clusters Score -5295862 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -5295898.500000 Penalty: 1033.432495
	Iteration 18Q: 3 clusters Score -5295898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -5295913.500000 Penalty: 1033.432495
	Iteration 19Q: 3 clusters Score -5295914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -5295940.500000 Penalty: 1033.432495
	Iteration 20F: 3 clusters Score -5295940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -5295950.000000 Penalty: 1033.432495
	Iteration 21Q: 3 clusters Score -5295950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -5295941.500000 Penalty: 1033.432495
	Iteration 22Q: 3 clusters Score -5295942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -5295952.500000 Penalty: 1033.432495
	Iteration 23Q: 3 clusters Score -5295952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -5295962.000000 Penalty: 1033.432495
	Iteration 24Q: 3 clusters Score -5295962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -5295988.000000 Penalty: 1033.432495
	Iteration 25Q: 3 clusters Score -5295988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -5295985.000000 Penalty: 1033.432495
	Iteration 26Q: 3 clusters Score -5295985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -5296000.000000 Penalty: 1033.432495
	Iteration 27Q: 3 clusters Score -5296000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -5296022.500000 Penalty: 1033.432495
	Iteration 28Q: 3 clusters Score -5296022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -5296036.500000 Penalty: 1033.432495
	Iteration 29Q: 3 clusters Score -5296036 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -5296059.500000 Penalty: 1033.432495
	Iteration 30Q: 3 clusters Score -5296060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -5296071.000000 Penalty: 1033.432495
	Iteration 31Q: 3 clusters Score -5296071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -5296083.000000 Penalty: 1033.432495
	Iteration 32Q: 3 clusters Score -5296083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -5296095.500000 Penalty: 1033.432495
	Iteration 33Q: 3 clusters Score -5296096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -5296094.000000 Penalty: 1033.432495
	Iteration 34Q: 3 clusters Score -5296094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -5296095.500000 Penalty: 1033.432495
	Iteration 35Q: 3 clusters Score -5296096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -5296096.500000 Penalty: 1033.432495
	Iteration 36Q: 3 clusters Score -5296096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -5296101.000000 Penalty: 1033.432495
	Iteration 37Q: 3 clusters Score -5296101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -5296109.000000 Penalty: 1033.432495
	Iteration 38Q: 3 clusters Score -5296109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -5296100.000000 Penalty: 1033.432495
	Iteration 39Q: 3 clusters Score -5296100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -5296109.500000 Penalty: 1033.432495
	Iteration 40F: 3 clusters Score -5296110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -5296109.500000 Penalty: 1033.432495
	Iteration 41Q: 3 clusters Score -5296110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -5296110.500000 Penalty: 1033.432495
	Iteration 42Q: 3 clusters Score -5296110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -5296126.000000 Penalty: 1033.432495
	Iteration 43Q: 3 clusters Score -5296126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -5296127.000000 Penalty: 1033.432495
	Iteration 44Q: 3 clusters Score -5296127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -5296127.000000 Penalty: 1033.432495
	Iteration 45Q: 3 clusters Score -5296127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -5296133.000000 Penalty: 1033.432495
	Iteration 46Q: 3 clusters Score -5296133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -5296133.500000 Penalty: 1033.432495
	Iteration 47Q: 3 clusters Score -5296134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -5296136.500000 Penalty: 1033.432495
	Iteration 48Q: 3 clusters Score -5296136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -5296142.500000 Penalty: 1033.432495
	Iteration 49Q: 3 clusters Score -5296142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -5296150.000000 Penalty: 1033.432495
	Iteration 50Q: 3 clusters Score -5296150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -5296155.000000 Penalty: 1033.432495
	Iteration 51Q: 3 clusters Score -5296155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -5296157.500000 Penalty: 1033.432495
	Iteration 52Q: 3 clusters Score -5296158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -5296162.500000 Penalty: 1033.432495
	Iteration 53Q: 3 clusters Score -5296162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -5296172.000000 Penalty: 1033.432495
	Iteration 54Q: 3 clusters Score -5296172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -5296182.500000 Penalty: 1033.432495
	Iteration 55Q: 3 clusters Score -5296182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -5296184.500000 Penalty: 1033.432495
	Iteration 56Q: 3 clusters Score -5296184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -5296190.500000 Penalty: 1033.432495
	Iteration 57Q: 3 clusters Score -5296190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -5296193.000000 Penalty: 1033.432495
	Iteration 58Q: 3 clusters Score -5296193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -5296192.500000 Penalty: 1033.432495
	Iteration 59Q: 3 clusters Score -5296192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -5296206.500000 Penalty: 1033.432495
	Iteration 60F: 3 clusters Score -5296206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -5296207.500000 Penalty: 1033.432495
	Iteration 61Q: 3 clusters Score -5296208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -5296203.000000 Penalty: 1033.432495
	Iteration 62Q: 3 clusters Score -5296203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5296206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -5296235.000000 Penalty: 1033.432495
	Iteration 64Q: 3 clusters Score -5296235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5296250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -5296263.500000 Penalty: 1033.432495
	Iteration 66Q: 3 clusters Score -5296264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -5296276.500000 Penalty: 1033.432495
	Iteration 67Q: 3 clusters Score -5296276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -5296303.000000 Penalty: 1033.432495
	Iteration 68Q: 3 clusters Score -5296303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -5296324.500000 Penalty: 1033.432495
	Iteration 69Q: 3 clusters Score -5296324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -5296346.500000 Penalty: 1033.432495
	Iteration 70Q: 3 clusters Score -5296346 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -5296357.000000 Penalty: 1033.432495
	Iteration 71Q: 3 clusters Score -5296357 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -5296378.500000 Penalty: 1033.432495
	Iteration 72Q: 3 clusters Score -5296378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -5296393.500000 Penalty: 1033.432495
	Iteration 73Q: 3 clusters Score -5296394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -5296412.500000 Penalty: 1033.432495
	Iteration 74Q: 3 clusters Score -5296412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -5296449.500000 Penalty: 1033.432495
	Iteration 75Q: 3 clusters Score -5296450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5296491 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5296504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -5296539.500000 Penalty: 1033.432495
	Iteration 78Q: 3 clusters Score -5296540 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5296572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -5296596.500000 Penalty: 1033.432495
	Iteration 80F: 3 clusters Score -5296596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -5296637.500000 Penalty: 1033.432495
	Iteration 81Q: 3 clusters Score -5296638 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5296686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -5296725.500000 Penalty: 1033.432495
	Iteration 83Q: 3 clusters Score -5296726 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -5296757.500000 Penalty: 1033.432495
	Iteration 84Q: 3 clusters Score -5296758 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5296794 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -5296835.000000 Penalty: 1033.432495
	Iteration 86Q: 3 clusters Score -5296835 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5296866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5296892 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -5296923.500000 Penalty: 1033.432495
	Iteration 89Q: 3 clusters Score -5296924 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5296924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5296963 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -5296998.000000 Penalty: 1033.432495
	Iteration 92Q: 3 clusters Score -5296998 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -5297050.500000 Penalty: 1033.432495
	Iteration 93Q: 3 clusters Score -5297050 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -5297098.000000 Penalty: 1033.432495
	Iteration 94Q: 3 clusters Score -5297098 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -5297120.000000 Penalty: 1033.432495
	Iteration 95Q: 3 clusters Score -5297120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -5297161.500000 Penalty: 1033.432495
	Iteration 96Q: 3 clusters Score -5297162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -5297192.000000 Penalty: 1033.432495
	Iteration 97Q: 3 clusters Score -5297192 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -5297238.000000 Penalty: 1033.432495
	Iteration 98Q: 3 clusters Score -5297238 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -5297274.000000 Penalty: 1033.432495
	Iteration 99Q: 3 clusters Score -5297274 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -5297298.000000 Penalty: 1033.432495
	Iteration 100F: 3 clusters Score -5297298 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -5297318.000000 Penalty: 1033.432495
	Iteration 101Q: 3 clusters Score -5297318 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -5297365.500000 Penalty: 1033.432495
	Iteration 102Q: 3 clusters Score -5297366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -5297386.500000 Penalty: 1033.432495
	Iteration 103Q: 3 clusters Score -5297386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -5297432.000000 Penalty: 1033.432495
	Iteration 104Q: 3 clusters Score -5297432 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -5297480.500000 Penalty: 1033.432495
	Iteration 105Q: 3 clusters Score -5297480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -5297519.000000 Penalty: 1033.432495
	Iteration 106Q: 3 clusters Score -5297519 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -5297580.500000 Penalty: 1033.432495
	Iteration 107Q: 3 clusters Score -5297580 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -5297625.500000 Penalty: 1033.432495
	Iteration 108Q: 3 clusters Score -5297626 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -5297667.000000 Penalty: 1033.432495
	Iteration 109Q: 3 clusters Score -5297667 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -5297730.500000 Penalty: 1033.432495
	Iteration 110Q: 3 clusters Score -5297730 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -5297806.000000 Penalty: 1033.432495
	Iteration 111Q: 3 clusters Score -5297806 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -5297850.500000 Penalty: 1033.432495
	Iteration 112Q: 3 clusters Score -5297850 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -5297911.000000 Penalty: 1033.432495
	Iteration 113Q: 3 clusters Score -5297911 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -5297956.000000 Penalty: 1033.432495
	Iteration 114Q: 3 clusters Score -5297956 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -5297990.000000 Penalty: 1033.432495
	Iteration 115Q: 3 clusters Score -5297990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -5298040.500000 Penalty: 1033.432495
	Iteration 116Q: 3 clusters Score -5298040 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -5298113.000000 Penalty: 1033.432495
	Iteration 117Q: 3 clusters Score -5298113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 67724 members 
Entering Unmasked Estep 
Score: -5298171.000000 Penalty: 1033.432495
	Iteration 118Q: 3 clusters Score -5298171 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -5298227.000000 Penalty: 1033.432495
	Iteration 119Q: 3 clusters Score -5298227 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -5298309.500000 Penalty: 1033.432495
	Iteration 120F: 3 clusters Score -5298310 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -5298358.000000 Penalty: 1033.432495
	Iteration 121Q: 3 clusters Score -5298358 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -5298460.000000 Penalty: 1033.432495
	Iteration 122Q: 3 clusters Score -5298460 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -5298528.500000 Penalty: 1033.432495
	Iteration 123Q: 3 clusters Score -5298528 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -5298626.000000 Penalty: 1033.432495
	Iteration 124Q: 3 clusters Score -5298626 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -5298713.000000 Penalty: 1033.432495
	Iteration 125Q: 3 clusters Score -5298713 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -5298771.000000 Penalty: 1033.432495
	Iteration 126Q: 3 clusters Score -5298771 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -5298828.000000 Penalty: 1033.432495
	Iteration 127Q: 3 clusters Score -5298828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -5298910.500000 Penalty: 1033.432495
	Iteration 128Q: 3 clusters Score -5298910 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -5298958.500000 Penalty: 1033.432495
	Iteration 129Q: 3 clusters Score -5298958 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -5299025.500000 Penalty: 1033.432495
	Iteration 130Q: 3 clusters Score -5299026 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5299106 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -5299175.000000 Penalty: 1033.432495
	Iteration 132Q: 3 clusters Score -5299175 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -5299252.000000 Penalty: 1033.432495
	Iteration 133Q: 3 clusters Score -5299252 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -5299306.500000 Penalty: 1033.432495
	Iteration 134Q: 3 clusters Score -5299306 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -5299344.000000 Penalty: 1033.432495
	Iteration 135Q: 3 clusters Score -5299344 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -5299419.500000 Penalty: 1033.432495
	Iteration 136Q: 3 clusters Score -5299420 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -5299489.500000 Penalty: 1033.432495
	Iteration 137Q: 3 clusters Score -5299490 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -5299568.500000 Penalty: 1033.432495
	Iteration 138Q: 3 clusters Score -5299568 nChanged 318
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -5299674.000000 Penalty: 1033.432495
	Iteration 139Q: 3 clusters Score -5299674 nChanged 344
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Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -5299802.500000 Penalty: 1033.432495
	Iteration 140F: 3 clusters Score -5299802 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5299945 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5300109 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5300220 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5300362 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5300486 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5300636 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5300764 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5300926 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5301050 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5301200 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -5301302.500000 Penalty: 1033.432495
	Iteration 151Q: 3 clusters Score -5301302 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -5301400.500000 Penalty: 1033.432495
	Iteration 152Q: 3 clusters Score -5301400 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -5301467.500000 Penalty: 1033.432495
	Iteration 153Q: 3 clusters Score -5301468 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -5301535.000000 Penalty: 1033.432495
	Iteration 154Q: 3 clusters Score -5301535 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -5301567.500000 Penalty: 1033.432495
	Iteration 155Q: 3 clusters Score -5301568 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -5301611.000000 Penalty: 1033.432495
	Iteration 156Q: 3 clusters Score -5301611 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -5301619.000000 Penalty: 1033.432495
	Iteration 157Q: 3 clusters Score -5301619 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -5301622.500000 Penalty: 1033.432495
	Iteration 158Q: 3 clusters Score -5301622 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -5301647.500000 Penalty: 1033.432495
	Iteration 159Q: 3 clusters Score -5301648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -5301649.000000 Penalty: 1033.432495
	Iteration 160F: 3 clusters Score -5301649 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -5301639.000000 Penalty: 1033.432495
	Iteration 161Q: 3 clusters Score -5301639 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -5301621.000000 Penalty: 1033.432495
	Iteration 162Q: 3 clusters Score -5301621 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -5301592.500000 Penalty: 1033.432495
	Iteration 163Q: 3 clusters Score -5301592 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -5301564.000000 Penalty: 1033.432495
	Iteration 164Q: 3 clusters Score -5301564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -5301561.500000 Penalty: 1033.432495
	Iteration 165Q: 3 clusters Score -5301562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -5301540.000000 Penalty: 1033.432495
	Iteration 166Q: 3 clusters Score -5301540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -5301549.500000 Penalty: 1033.432495
	Iteration 167Q: 3 clusters Score -5301550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -5301537.000000 Penalty: 1033.432495
	Iteration 168Q: 3 clusters Score -5301537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -5301519.500000 Penalty: 1033.432495
	Iteration 169Q: 3 clusters Score -5301520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -5301501.000000 Penalty: 1033.432495
	Iteration 170Q: 3 clusters Score -5301501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -5301497.000000 Penalty: 1033.432495
	Iteration 171Q: 3 clusters Score -5301497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -5301500.000000 Penalty: 1033.432495
	Iteration 172Q: 3 clusters Score -5301500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -5301482.000000 Penalty: 1033.432495
	Iteration 173Q: 3 clusters Score -5301482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -5301469.500000 Penalty: 1033.432495
	Iteration 174Q: 3 clusters Score -5301470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -5301462.000000 Penalty: 1033.432495
	Iteration 175Q: 3 clusters Score -5301462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -5301460.500000 Penalty: 1033.432495
	Iteration 176Q: 3 clusters Score -5301460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -5301438.000000 Penalty: 1033.432495
	Iteration 177Q: 3 clusters Score -5301438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -5301444.500000 Penalty: 1033.432495
	Iteration 178Q: 3 clusters Score -5301444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -5301419.000000 Penalty: 1033.432495
	Iteration 179Q: 3 clusters Score -5301419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -5301419.500000 Penalty: 1033.432495
	Iteration 180F: 3 clusters Score -5301420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -5301416.000000 Penalty: 1033.432495
	Iteration 181Q: 3 clusters Score -5301416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 84760 members 
Entering Unmasked Estep 
Score: -5301407.500000 Penalty: 1033.432495
	Iteration 182Q: 3 clusters Score -5301408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -5301400.000000 Penalty: 1033.432495
	Iteration 183Q: 3 clusters Score -5301400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -5301394.500000 Penalty: 1033.432495
	Iteration 184Q: 3 clusters Score -5301394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -5301393.500000 Penalty: 1033.432495
	Iteration 185Q: 3 clusters Score -5301394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -5301380.000000 Penalty: 1033.432495
	Iteration 186Q: 3 clusters Score -5301380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -5301374.000000 Penalty: 1033.432495
	Iteration 187Q: 3 clusters Score -5301374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -5301366.500000 Penalty: 1033.432495
	Iteration 188Q: 3 clusters Score -5301366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -5301360.500000 Penalty: 1033.432495
	Iteration 189Q: 3 clusters Score -5301360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -5301362.000000 Penalty: 1033.432495
	Iteration 190Q: 3 clusters Score -5301362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -5301364.500000 Penalty: 1033.432495
	Iteration 191Q: 3 clusters Score -5301364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -5301359.500000 Penalty: 1033.432495
	Iteration 192Q: 3 clusters Score -5301360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -5301352.500000 Penalty: 1033.432495
	Iteration 193Q: 3 clusters Score -5301352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -5301345.000000 Penalty: 1033.432495
	Iteration 194Q: 3 clusters Score -5301345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -5301348.500000 Penalty: 1033.432495
	Iteration 195Q: 3 clusters Score -5301348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -5301338.500000 Penalty: 1033.432495
	Iteration 196Q: 3 clusters Score -5301338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -5301335.500000 Penalty: 1033.432495
	Iteration 197Q: 3 clusters Score -5301336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -5301338.500000 Penalty: 1033.432495
	Iteration 198Q: 3 clusters Score -5301338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -5301329.000000 Penalty: 1033.432495
	Iteration 199Q: 3 clusters Score -5301329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -5301323.000000 Penalty: 1033.432495
	Iteration 200F: 3 clusters Score -5301323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -5301324.500000 Penalty: 1033.432495
	Iteration 201Q: 3 clusters Score -5301324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -5301323.000000 Penalty: 1033.432495
	Iteration 202Q: 3 clusters Score -5301323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -5301322.000000 Penalty: 1033.432495
	Iteration 203Q: 3 clusters Score -5301322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -5301311.500000 Penalty: 1033.432495
	Iteration 204Q: 3 clusters Score -5301312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -5301313.500000 Penalty: 1033.432495
	Iteration 205Q: 3 clusters Score -5301314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -5301313.500000 Penalty: 1033.432495
	Iteration 206Q: 3 clusters Score -5301314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -5301316.500000 Penalty: 1033.432495
	Iteration 207Q: 3 clusters Score -5301316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -5301319.000000 Penalty: 1033.432495
	Iteration 208Q: 3 clusters Score -5301319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -5301319.500000 Penalty: 1033.432495
	Iteration 209Q: 3 clusters Score -5301320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -5301324.000000 Penalty: 1033.432495
	Iteration 210Q: 3 clusters Score -5301324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -5301324.500000 Penalty: 1033.432495
	Iteration 211Q: 3 clusters Score -5301324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -5301323.500000 Penalty: 1033.432495
	Iteration 212Q: 3 clusters Score -5301324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -5301322.000000 Penalty: 1033.432495
	Iteration 213Q: 3 clusters Score -5301322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -5301323.500000 Penalty: 1033.432495
	Iteration 214Q: 3 clusters Score -5301324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -5301322.000000 Penalty: 1033.432495
	Iteration 215Q: 3 clusters Score -5301322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -5301321.500000 Penalty: 1033.432495
	Iteration 216Q: 3 clusters Score -5301322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -5301319.500000 Penalty: 1033.432495
	Iteration 217Q: 3 clusters Score -5301320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -5301319.500000 Penalty: 1033.432495
	Iteration 218F: 3 clusters Score -5301320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 553 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 130783 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 84958 members 
Entering Unmasked Estep 
Score: -53293792.000000 Penalty: 44907.519531
Splitting cluster 18 changes total score from -53294236.000000 to -53293792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -10154.101562 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -10154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9911.432617 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -9911.433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9953.607422 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -9953.607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9976.282227 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -9976.282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9979.101562 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -9979.102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9980.884766 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -9980.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9980.884766 Penalty: 449.689453
	Iteration 5F: 3 clusters Score -9980.885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 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 194 members 
Entering Unmasked Estep 
Score: -24125.816406 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24125.82 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24311.037109 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24311.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24365.101562 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24375.892578 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -24375.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24385.832031 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24385.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24391.285156 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24391.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24391.285156 Penalty: 544.995483
	Iteration 6F: 3 clusters Score -24391.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -10859.505859 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -10859.51 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 88 members 
Entering Unmasked Estep 
Score: -10595.717773 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -10595.72 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10673.590820 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -10673.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10689.133789 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -10689.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10703.846680 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -10703.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10715.353516 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -10715.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10726.236328 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -10726.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10727.039062 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -10727.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10728.250977 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -10728.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10728.628906 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -10728.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10728.628906 Penalty: 484.836731
	Iteration 9F: 3 clusters Score -10728.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Entering Unmasked Estep 
Score: -6196823.000000 Penalty: 523.421204
	Iteration 0F: 2 clusters Score -6196823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6130986.500000 Penalty: 1046.842407
	Iteration 0F: 3 clusters Score -6130986 nChanged 48272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -6163545.500000 Penalty: 1046.842407
	Iteration 1F: 3 clusters Score -6163546 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6169988.000000 Penalty: 1046.842407
	Iteration 2F: 3 clusters Score -6169988 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -6180265.000000 Penalty: 1046.842407
	Iteration 3F: 3 clusters Score -6180265 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -6190544.500000 Penalty: 1046.842407
	Iteration 4F: 3 clusters Score -6190544 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98013 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6195312.500000 Penalty: 1046.842407
	Iteration 5Q: 3 clusters Score -6195312 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6196201.500000 Penalty: 1046.842407
	Iteration 6Q: 3 clusters Score -6196202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -6196321.500000 Penalty: 1046.842407
	Iteration 7Q: 3 clusters Score -6196322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -6196371.000000 Penalty: 1046.842407
	Iteration 8Q: 3 clusters Score -6196371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -6196376.000000 Penalty: 1046.842407
	Iteration 9Q: 3 clusters Score -6196376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -6196380.000000 Penalty: 1046.842407
	Iteration 10Q: 3 clusters Score -6196380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -6196380.000000 Penalty: 1046.842407
	Iteration 11F: 3 clusters Score -6196380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (89505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Entering Unmasked Estep 
Score: -5593579.000000 Penalty: 518.793274
	Iteration 0F: 2 clusters Score -5593579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -5533741.000000 Penalty: 1037.586548
	Iteration 0F: 3 clusters Score -5533741 nChanged 43545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5562168.500000 Penalty: 1037.586548
	Iteration 1F: 3 clusters Score -5562168 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5566031.500000 Penalty: 1037.586548
	Iteration 2F: 3 clusters Score -5566032 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5572278.500000 Penalty: 1037.586548
	Iteration 3F: 3 clusters Score -5572278 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5580244.500000 Penalty: 1037.586548
	Iteration 4F: 3 clusters Score -5580244 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5586873.500000 Penalty: 1037.586548
	Iteration 5F: 3 clusters Score -5586874 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5590669.500000 Penalty: 1037.586548
	Iteration 6Q: 3 clusters Score -5590670 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5592232.000000 Penalty: 1037.586548
	Iteration 7Q: 3 clusters Score -5592232 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5592789.000000 Penalty: 1037.586548
	Iteration 8Q: 3 clusters Score -5592789 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5592974.500000 Penalty: 1037.586548
	Iteration 9Q: 3 clusters Score -5592974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5593071.000000 Penalty: 1037.586548
	Iteration 10Q: 3 clusters Score -5593071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5593122.500000 Penalty: 1037.586548
	Iteration 11Q: 3 clusters Score -5593122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5593170.500000 Penalty: 1037.586548
	Iteration 12Q: 3 clusters Score -5593170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5593181.500000 Penalty: 1037.586548
	Iteration 13Q: 3 clusters Score -5593182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5593188.000000 Penalty: 1037.586548
	Iteration 14Q: 3 clusters Score -5593188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5593190.000000 Penalty: 1037.586548
	Iteration 15Q: 3 clusters Score -5593190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5593191.000000 Penalty: 1037.586548
	Iteration 16Q: 3 clusters Score -5593191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5593192.000000 Penalty: 1037.586548
	Iteration 17Q: 3 clusters Score -5593192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5593194.500000 Penalty: 1037.586548
	Iteration 18Q: 3 clusters Score -5593194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5593197.000000 Penalty: 1037.586548
	Iteration 19Q: 3 clusters Score -5593197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5593202.000000 Penalty: 1037.586548
	Iteration 20F: 3 clusters Score -5593202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5593204.500000 Penalty: 1037.586548
	Iteration 21Q: 3 clusters Score -5593204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5593208.000000 Penalty: 1037.586548
	Iteration 22Q: 3 clusters Score -5593208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5593205.500000 Penalty: 1037.586548
	Iteration 23Q: 3 clusters Score -5593206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5593209.500000 Penalty: 1037.586548
	Iteration 24Q: 3 clusters Score -5593210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5593212.500000 Penalty: 1037.586548
	Iteration 25Q: 3 clusters Score -5593212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5593215.000000 Penalty: 1037.586548
	Iteration 26Q: 3 clusters Score -5593215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5593222.000000 Penalty: 1037.586548
	Iteration 27Q: 3 clusters Score -5593222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5593219.500000 Penalty: 1037.586548
	Iteration 28Q: 3 clusters Score -5593220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5593221.500000 Penalty: 1037.586548
	Iteration 29Q: 3 clusters Score -5593222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5593220.000000 Penalty: 1037.586548
	Iteration 30Q: 3 clusters Score -5593220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5593221.000000 Penalty: 1037.586548
	Iteration 31Q: 3 clusters Score -5593221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5593221.000000 Penalty: 1037.586548
	Iteration 32F: 3 clusters Score -5593221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -34603.914062 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -34603.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34087.292969 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34087.29 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34235.425781 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34235.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34268.441406 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34268.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34283.699219 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -34283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34296.035156 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -34296.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34303.183594 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34303.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34305.957031 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34305.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34307.121094 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34307.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34307.679688 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34307.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34307.679688 Penalty: 571.003357
	Iteration 9F: 3 clusters Score -34307.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -8683.877930 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -8683.878 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 96 members 
Entering Unmasked Estep 
Score: -8486.519531 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -8486.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8625.584961 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -8625.585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8680.639648 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -8680.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8726.430664 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -8726.431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8751.423828 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -8751.424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8757.270508 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -8757.271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8761.068359 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -8761.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8764.516602 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -8764.517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8768.807617 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -8768.808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8774.246094 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -8774.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8774.246094 Penalty: 472.052094
	Iteration 10F: 3 clusters Score -8774.246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 67 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 130783 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112 members 
Entering Unmasked Estep 
Score: -53293388.000000 Penalty: 44907.519531
Splitting cluster 25 changes total score from -53294236.000000 to -53293388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7570.870117 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7570.87 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 76 members 
Entering Unmasked Estep 
Score: -7312.662109 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7312.662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7383.368652 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7383.369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7400.116211 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7400.116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7409.614258 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7409.614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7413.967773 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7413.968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7418.652344 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7418.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7430.671875 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7430.672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7431.095215 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7431.095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7431.095215 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -7431.095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -412713.312500 Penalty: 400.487396
	Iteration 0F: 2 clusters Score -412713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -408290.468750 Penalty: 800.974792
	Iteration 0F: 3 clusters Score -408290.5 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -410124.062500 Penalty: 800.974792
	Iteration 1F: 3 clusters Score -410124.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -410446.468750 Penalty: 800.974792
	Iteration 2F: 3 clusters Score -410446.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -410870.718750 Penalty: 800.974792
	Iteration 3F: 3 clusters Score -410870.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -411398.875000 Penalty: 800.974792
	Iteration 4F: 3 clusters Score -411398.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -411856.937500 Penalty: 800.974792
	Iteration 5F: 3 clusters Score -411856.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -412134.125000 Penalty: 800.974792
	Iteration 6Q: 3 clusters Score -412134.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -412266.125000 Penalty: 800.974792
	Iteration 7Q: 3 clusters Score -412266.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -412319.406250 Penalty: 800.974792
	Iteration 8Q: 3 clusters Score -412319.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -412348.593750 Penalty: 800.974792
	Iteration 9Q: 3 clusters Score -412348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -412366.843750 Penalty: 800.974792
	Iteration 10Q: 3 clusters Score -412366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -412375.312500 Penalty: 800.974792
	Iteration 11Q: 3 clusters Score -412375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -412377.281250 Penalty: 800.974792
	Iteration 12Q: 3 clusters Score -412377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -412378.718750 Penalty: 800.974792
	Iteration 13Q: 3 clusters Score -412378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -412378.718750 Penalty: 800.974792
	Iteration 14F: 3 clusters Score -412378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (130783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130783 members 
Entering Unmasked Estep 
Score: -8008804.000000 Penalty: 536.048889
	Iteration 0F: 2 clusters Score -8008804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -7925101.000000 Penalty: 1072.097778
	Iteration 0F: 3 clusters Score -7925101 nChanged 64047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -7964929.000000 Penalty: 1072.097778
	Iteration 1F: 3 clusters Score -7964929 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -7968038.500000 Penalty: 1072.097778
	Iteration 2Q: 3 clusters Score -7968038 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -7972789.500000 Penalty: 1072.097778
	Iteration 3F: 3 clusters Score -7972790 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -7980503.000000 Penalty: 1072.097778
	Iteration 4F: 3 clusters Score -7980503 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -7990518.500000 Penalty: 1072.097778
	Iteration 5F: 3 clusters Score -7990518 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -7998808.000000 Penalty: 1072.097778
	Iteration 6F: 3 clusters Score -7998808 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -8003101.500000 Penalty: 1072.097778
	Iteration 7F: 3 clusters Score -8003102 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -8004672.000000 Penalty: 1072.097778
	Iteration 8Q: 3 clusters Score -8004672 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -8005372.000000 Penalty: 1072.097778
	Iteration 9Q: 3 clusters Score -8005372 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -8005794.500000 Penalty: 1072.097778
	Iteration 10Q: 3 clusters Score -8005794 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -8006079.500000 Penalty: 1072.097778
	Iteration 11Q: 3 clusters Score -8006080 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -8006269.500000 Penalty: 1072.097778
	Iteration 12Q: 3 clusters Score -8006270 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 91429 members 
Entering Unmasked Estep 
Score: -8006421.500000 Penalty: 1072.097778
	Iteration 13Q: 3 clusters Score -8006422 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -8006557.500000 Penalty: 1072.097778
	Iteration 14Q: 3 clusters Score -8006558 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -8006649.000000 Penalty: 1072.097778
	Iteration 15Q: 3 clusters Score -8006649 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -8006772.500000 Penalty: 1072.097778
	Iteration 16Q: 3 clusters Score -8006772 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -8006883.500000 Penalty: 1072.097778
	Iteration 17Q: 3 clusters Score -8006884 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -8006961.000000 Penalty: 1072.097778
	Iteration 18Q: 3 clusters Score -8006961 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -8007063.500000 Penalty: 1072.097778
	Iteration 19Q: 3 clusters Score -8007064 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -8007157.000000 Penalty: 1072.097778
	Iteration 20F: 3 clusters Score -8007157 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -8007191.000000 Penalty: 1072.097778
	Iteration 21Q: 3 clusters Score -8007191 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -8007210.000000 Penalty: 1072.097778
	Iteration 22Q: 3 clusters Score -8007210 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -8007187.000000 Penalty: 1072.097778
	Iteration 23Q: 3 clusters Score -8007187 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -8007253.000000 Penalty: 1072.097778
	Iteration 24Q: 3 clusters Score -8007253 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -8007288.500000 Penalty: 1072.097778
	Iteration 25Q: 3 clusters Score -8007288 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -8007326.500000 Penalty: 1072.097778
	Iteration 26Q: 3 clusters Score -8007326 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -8007361.500000 Penalty: 1072.097778
	Iteration 27Q: 3 clusters Score -8007362 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -8007450.500000 Penalty: 1072.097778
	Iteration 28Q: 3 clusters Score -8007450 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -8007532.000000 Penalty: 1072.097778
	Iteration 29Q: 3 clusters Score -8007532 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -8007595.500000 Penalty: 1072.097778
	Iteration 30Q: 3 clusters Score -8007596 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -8007692.500000 Penalty: 1072.097778
	Iteration 31Q: 3 clusters Score -8007692 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -8007713.000000 Penalty: 1072.097778
	Iteration 32Q: 3 clusters Score -8007713 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -8007757.500000 Penalty: 1072.097778
	Iteration 33Q: 3 clusters Score -8007758 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -8007832.500000 Penalty: 1072.097778
	Iteration 34Q: 3 clusters Score -8007832 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -8007878.500000 Penalty: 1072.097778
	Iteration 35Q: 3 clusters Score -8007878 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -8007907.500000 Penalty: 1072.097778
	Iteration 36Q: 3 clusters Score -8007908 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -8007995.500000 Penalty: 1072.097778
	Iteration 37Q: 3 clusters Score -8007996 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -8008050.000000 Penalty: 1072.097778
	Iteration 38Q: 3 clusters Score -8008050 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -8008084.000000 Penalty: 1072.097778
	Iteration 39Q: 3 clusters Score -8008084 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -8008152.500000 Penalty: 1072.097778
	Iteration 40F: 3 clusters Score -8008152 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -8008210.500000 Penalty: 1072.097778
	Iteration 41Q: 3 clusters Score -8008210 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -8008254.000000 Penalty: 1072.097778
	Iteration 42Q: 3 clusters Score -8008254 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 109586 members 
Entering Unmasked Estep 
Score: -8008331.500000 Penalty: 1072.097778
	Iteration 43Q: 3 clusters Score -8008332 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -8008413.500000 Penalty: 1072.097778
	Iteration 44Q: 3 clusters Score -8008414 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -8008471.000000 Penalty: 1072.097778
	Iteration 45Q: 3 clusters Score -8008471 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 111315 members 
Entering Unmasked Estep 
Score: -8008517.500000 Penalty: 1072.097778
	Iteration 46Q: 3 clusters Score -8008518 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -8008597.000000 Penalty: 1072.097778
	Iteration 47Q: 3 clusters Score -8008597 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -8008644.500000 Penalty: 1072.097778
	Iteration 48Q: 3 clusters Score -8008644 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 113028 members 
Entering Unmasked Estep 
Score: -8008707.000000 Penalty: 1072.097778
	Iteration 49Q: 3 clusters Score -8008707 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -8008783.000000 Penalty: 1072.097778
	Iteration 50Q: 3 clusters Score -8008783 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -8008804.000000 Penalty: 1072.097778
	Iteration 51Q: 3 clusters Score -8008804 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 114631 members 
Entering Unmasked Estep 
Score: -8008854.000000 Penalty: 1072.097778
	Iteration 52Q: 3 clusters Score -8008854 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -8008938.000000 Penalty: 1072.097778
	Iteration 53Q: 3 clusters Score -8008938 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -8009001.500000 Penalty: 1072.097778
	Iteration 54Q: 3 clusters Score -8009002 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8009041 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 116679 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8009070 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 117105 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8009065 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -8009120.500000 Penalty: 1072.097778
	Iteration 58Q: 3 clusters Score -8009120 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8009140 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 118234 members 
Entering Unmasked Estep 
Score: -8009173.000000 Penalty: 1072.097778
	Iteration 60F: 3 clusters Score -8009173 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8009196 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 118841 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8009246 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 119128 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8009263 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 119404 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8009256 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -8009234.500000 Penalty: 1072.097778
	Iteration 65Q: 3 clusters Score -8009234 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -8009209.000000 Penalty: 1072.097778
	Iteration 66Q: 3 clusters Score -8009209 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 120028 members 
Entering Unmasked Estep 
Score: -8009236.500000 Penalty: 1072.097778
	Iteration 67Q: 3 clusters Score -8009236 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8009243 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 120366 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8009264 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 120515 members 
Entering Unmasked Estep 
Score: -8009247.000000 Penalty: 1072.097778
	Iteration 70Q: 3 clusters Score -8009247 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -8009268.000000 Penalty: 1072.097778
	Iteration 71Q: 3 clusters Score -8009268 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -8009269.500000 Penalty: 1072.097778
	Iteration 72Q: 3 clusters Score -8009270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -8009257.500000 Penalty: 1072.097778
	Iteration 73Q: 3 clusters Score -8009258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -8009274.000000 Penalty: 1072.097778
	Iteration 74Q: 3 clusters Score -8009274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 121161 members 
Entering Unmasked Estep 
Score: -8009294.500000 Penalty: 1072.097778
	Iteration 75Q: 3 clusters Score -8009294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -8009298.500000 Penalty: 1072.097778
	Iteration 76Q: 3 clusters Score -8009298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -8009325.000000 Penalty: 1072.097778
	Iteration 77Q: 3 clusters Score -8009325 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 121567 members 
Entering Unmasked Estep 
Score: -8009336.500000 Penalty: 1072.097778
	Iteration 78Q: 3 clusters Score -8009336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 121710 members 
Entering Unmasked Estep 
Score: -8009338.000000 Penalty: 1072.097778
	Iteration 79Q: 3 clusters Score -8009338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -8009335.000000 Penalty: 1072.097778
	Iteration 80F: 3 clusters Score -8009335 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 121960 members 
Entering Unmasked Estep 
Score: -8009355.500000 Penalty: 1072.097778
	Iteration 81Q: 3 clusters Score -8009356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 122085 members 
Entering Unmasked Estep 
Score: -8009357.000000 Penalty: 1072.097778
	Iteration 82Q: 3 clusters Score -8009357 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -8009366.000000 Penalty: 1072.097778
	Iteration 83Q: 3 clusters Score -8009366 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -8009355.500000 Penalty: 1072.097778
	Iteration 84Q: 3 clusters Score -8009356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -8009354.000000 Penalty: 1072.097778
	Iteration 85Q: 3 clusters Score -8009354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 122550 members 
Entering Unmasked Estep 
Score: -8009372.000000 Penalty: 1072.097778
	Iteration 86Q: 3 clusters Score -8009372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -8009377.500000 Penalty: 1072.097778
	Iteration 87Q: 3 clusters Score -8009378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
Score: -8009384.500000 Penalty: 1072.097778
	Iteration 88Q: 3 clusters Score -8009384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -8009395.500000 Penalty: 1072.097778
	Iteration 89Q: 3 clusters Score -8009396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -8009405.500000 Penalty: 1072.097778
	Iteration 90Q: 3 clusters Score -8009406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -8009432.500000 Penalty: 1072.097778
	Iteration 91Q: 3 clusters Score -8009432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -8009436.500000 Penalty: 1072.097778
	Iteration 92Q: 3 clusters Score -8009436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 123400 members 
Entering Unmasked Estep 
Score: -8009415.500000 Penalty: 1072.097778
	Iteration 93Q: 3 clusters Score -8009416 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -8009423.000000 Penalty: 1072.097778
	Iteration 94Q: 3 clusters Score -8009423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -8009480.000000 Penalty: 1072.097778
	Iteration 95Q: 3 clusters Score -8009480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -8009472.500000 Penalty: 1072.097778
	Iteration 96Q: 3 clusters Score -8009472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 123828 members 
Entering Unmasked Estep 
Score: -8009492.000000 Penalty: 1072.097778
	Iteration 97Q: 3 clusters Score -8009492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 123897 members 
Entering Unmasked Estep 
Score: -8009497.500000 Penalty: 1072.097778
	Iteration 98Q: 3 clusters Score -8009498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 123966 members 
Entering Unmasked Estep 
Score: -8009497.000000 Penalty: 1072.097778
	Iteration 99Q: 3 clusters Score -8009497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -8009507.500000 Penalty: 1072.097778
	Iteration 100F: 3 clusters Score -8009508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -8009514.500000 Penalty: 1072.097778
	Iteration 101Q: 3 clusters Score -8009514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -8009513.000000 Penalty: 1072.097778
	Iteration 102Q: 3 clusters Score -8009513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 124186 members 
Entering Unmasked Estep 
Score: -8009517.500000 Penalty: 1072.097778
	Iteration 103Q: 3 clusters Score -8009518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 124241 members 
Entering Unmasked Estep 
Score: -8009521.500000 Penalty: 1072.097778
	Iteration 104Q: 3 clusters Score -8009522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -8009519.000000 Penalty: 1072.097778
	Iteration 105Q: 3 clusters Score -8009519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -8009523.500000 Penalty: 1072.097778
	Iteration 106Q: 3 clusters Score -8009524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -8009528.000000 Penalty: 1072.097778
	Iteration 107Q: 3 clusters Score -8009528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -8009525.500000 Penalty: 1072.097778
	Iteration 108Q: 3 clusters Score -8009526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -8009534.000000 Penalty: 1072.097778
	Iteration 109Q: 3 clusters Score -8009534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 124628 members 
Entering Unmasked Estep 
Score: -8009536.000000 Penalty: 1072.097778
	Iteration 110Q: 3 clusters Score -8009536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -8009546.000000 Penalty: 1072.097778
	Iteration 111Q: 3 clusters Score -8009546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -8009535.000000 Penalty: 1072.097778
	Iteration 112Q: 3 clusters Score -8009535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 124813 members 
Entering Unmasked Estep 
Score: -8009544.000000 Penalty: 1072.097778
	Iteration 113Q: 3 clusters Score -8009544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -8009544.500000 Penalty: 1072.097778
	Iteration 114Q: 3 clusters Score -8009544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 124903 members 
Entering Unmasked Estep 
Score: -8009549.000000 Penalty: 1072.097778
	Iteration 115Q: 3 clusters Score -8009549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 124941 members 
Entering Unmasked Estep 
Score: -8009544.500000 Penalty: 1072.097778
	Iteration 116Q: 3 clusters Score -8009544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 124976 members 
Entering Unmasked Estep 
Score: -8009535.500000 Penalty: 1072.097778
	Iteration 117Q: 3 clusters Score -8009536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 125007 members 
Entering Unmasked Estep 
Score: -8009529.000000 Penalty: 1072.097778
	Iteration 118Q: 3 clusters Score -8009529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -8009532.500000 Penalty: 1072.097778
	Iteration 119Q: 3 clusters Score -8009532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -8009529.500000 Penalty: 1072.097778
	Iteration 120F: 3 clusters Score -8009530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -8009526.500000 Penalty: 1072.097778
	Iteration 121Q: 3 clusters Score -8009526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -8009529.500000 Penalty: 1072.097778
	Iteration 122Q: 3 clusters Score -8009530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -8009535.000000 Penalty: 1072.097778
	Iteration 123Q: 3 clusters Score -8009535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -8009533.000000 Penalty: 1072.097778
	Iteration 124Q: 3 clusters Score -8009533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -8009531.500000 Penalty: 1072.097778
	Iteration 125Q: 3 clusters Score -8009532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -8009525.500000 Penalty: 1072.097778
	Iteration 126Q: 3 clusters Score -8009526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -8009523.000000 Penalty: 1072.097778
	Iteration 127Q: 3 clusters Score -8009523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 125152 members 
Entering Unmasked Estep 
Score: -8009522.000000 Penalty: 1072.097778
	Iteration 128Q: 3 clusters Score -8009522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -8009523.000000 Penalty: 1072.097778
	Iteration 129Q: 3 clusters Score -8009523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -8009522.000000 Penalty: 1072.097778
	Iteration 130Q: 3 clusters Score -8009522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -8009528.500000 Penalty: 1072.097778
	Iteration 131Q: 3 clusters Score -8009528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -8009529.000000 Penalty: 1072.097778
	Iteration 132Q: 3 clusters Score -8009529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -8009529.000000 Penalty: 1072.097778
	Iteration 133Q: 3 clusters Score -8009529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -8009526.500000 Penalty: 1072.097778
	Iteration 134Q: 3 clusters Score -8009526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -8009526.500000 Penalty: 1072.097778
	Iteration 135F: 3 clusters Score -8009526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Entering Unmasked Estep 
Score: -53294440.000000 Penalty: 44907.519531
Splitting cluster 28 changes total score from -53294236.000000 to -53294440.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 29 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -129401.523438 Penalty: 346.293793
	Iteration 0F: 2 clusters Score -129401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -127919.484375 Penalty: 692.587585
	Iteration 0F: 3 clusters Score -127919.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -128420.195312 Penalty: 692.587585
	Iteration 1F: 3 clusters Score -128420.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -128574.390625 Penalty: 692.587585
	Iteration 2F: 3 clusters Score -128574.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -128724.453125 Penalty: 692.587585
	Iteration 3F: 3 clusters Score -128724.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -128883.273438 Penalty: 692.587585
	Iteration 4F: 3 clusters Score -128883.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -129010.632812 Penalty: 692.587585
	Iteration 5F: 3 clusters Score -129010.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -129086.500000 Penalty: 692.587585
	Iteration 6Q: 3 clusters Score -129086.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -129140.546875 Penalty: 692.587585
	Iteration 7Q: 3 clusters Score -129140.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -129165.234375 Penalty: 692.587585
	Iteration 8Q: 3 clusters Score -129165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -129181.210938 Penalty: 692.587585
	Iteration 9Q: 3 clusters Score -129181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -129198.109375 Penalty: 692.587585
	Iteration 10Q: 3 clusters Score -129198.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -129219.570312 Penalty: 692.587585
	Iteration 11Q: 3 clusters Score -129219.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -129228.539062 Penalty: 692.587585
	Iteration 12Q: 3 clusters Score -129228.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -129239.304688 Penalty: 692.587585
	Iteration 13Q: 3 clusters Score -129239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -129246.093750 Penalty: 692.587585
	Iteration 14Q: 3 clusters Score -129246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -129250.335938 Penalty: 692.587585
	Iteration 15Q: 3 clusters Score -129250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -129252.078125 Penalty: 692.587585
	Iteration 16Q: 3 clusters Score -129252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -129252.109375 Penalty: 692.587585
	Iteration 17Q: 3 clusters Score -129252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -129253.468750 Penalty: 692.587585
	Iteration 18Q: 3 clusters Score -129253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -129257.117188 Penalty: 692.587585
	Iteration 19Q: 3 clusters Score -129257.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -129260.296875 Penalty: 692.587585
	Iteration 20F: 3 clusters Score -129260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -129261.960938 Penalty: 692.587585
	Iteration 21Q: 3 clusters Score -129262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -129263.171875 Penalty: 692.587585
	Iteration 22Q: 3 clusters Score -129263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -129263.726562 Penalty: 692.587585
	Iteration 23Q: 3 clusters Score -129263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -129264.226562 Penalty: 692.587585
	Iteration 24Q: 3 clusters Score -129264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -129264.226562 Penalty: 692.587585
	Iteration 25F: 3 clusters Score -129264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -29782.763672 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -29782.76 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 248 members 
Entering Unmasked Estep 
Score: -29313.443359 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -29313.44 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29512.833984 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -29512.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29575.251953 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -29575.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29605.996094 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -29606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29645.214844 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -29645.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29653.992188 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -29653.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29662.855469 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -29662.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29671.609375 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -29671.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29682.492188 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -29682.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29697.171875 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -29697.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29709.083984 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -29709.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29719.982422 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -29719.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29727.322266 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -29727.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29733.507812 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -29733.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29736.669922 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -29736.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29745.892578 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -29745.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29761.613281 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -29761.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29777.339844 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -29777.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29797.898438 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -29797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29809.330078 Penalty: 564.246338
	Iteration 19Q: 3 clusters Score -29809.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29814.556641 Penalty: 564.246338
	Iteration 20F: 3 clusters Score -29814.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29817.039062 Penalty: 564.246338
	Iteration 21Q: 3 clusters Score -29817.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29817.832031 Penalty: 564.246338
	Iteration 22Q: 3 clusters Score -29817.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29817.832031 Penalty: 564.246338
	Iteration 23F: 3 clusters Score -29817.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 289 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 221 members 
Entering Unmasked Estep 
Score: -53294120.000000 Penalty: 45531.234375
Splitting cluster 30 changes total score from -53294236.000000 to -53294120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -316136.500000 Penalty: 389.334320
	Iteration 0F: 2 clusters Score -316136.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -312647.062500 Penalty: 778.668640
	Iteration 0F: 3 clusters Score -312647.1 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -313946.312500 Penalty: 778.668640
	Iteration 1F: 3 clusters Score -313946.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -314048.312500 Penalty: 778.668640
	Iteration 2Q: 3 clusters Score -314048.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -314157.187500 Penalty: 778.668640
	Iteration 3Q: 3 clusters Score -314157.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -314252.875000 Penalty: 778.668640
	Iteration 4Q: 3 clusters Score -314252.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -314367.437500 Penalty: 778.668640
	Iteration 5Q: 3 clusters Score -314367.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -314519.000000 Penalty: 778.668640
	Iteration 6F: 3 clusters Score -314519 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -314688.875000 Penalty: 778.668640
	Iteration 7Q: 3 clusters Score -314688.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -314879.531250 Penalty: 778.668640
	Iteration 8Q: 3 clusters Score -314879.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -315035.875000 Penalty: 778.668640
	Iteration 9Q: 3 clusters Score -315035.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -315160.031250 Penalty: 778.668640
	Iteration 10Q: 3 clusters Score -315160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -315255.093750 Penalty: 778.668640
	Iteration 11Q: 3 clusters Score -315255.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315323.812500 Penalty: 778.668640
	Iteration 12Q: 3 clusters Score -315323.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -315385.218750 Penalty: 778.668640
	Iteration 13Q: 3 clusters Score -315385.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -315427.531250 Penalty: 778.668640
	Iteration 14Q: 3 clusters Score -315427.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -315467.437500 Penalty: 778.668640
	Iteration 15Q: 3 clusters Score -315467.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -315502.250000 Penalty: 778.668640
	Iteration 16Q: 3 clusters Score -315502.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -315526.625000 Penalty: 778.668640
	Iteration 17Q: 3 clusters Score -315526.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -315547.625000 Penalty: 778.668640
	Iteration 18Q: 3 clusters Score -315547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -315566.906250 Penalty: 778.668640
	Iteration 19Q: 3 clusters Score -315566.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -315580.500000 Penalty: 778.668640
	Iteration 20F: 3 clusters Score -315580.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -315591.406250 Penalty: 778.668640
	Iteration 21Q: 3 clusters Score -315591.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -315604.031250 Penalty: 778.668640
	Iteration 22Q: 3 clusters Score -315604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -315621.468750 Penalty: 778.668640
	Iteration 23Q: 3 clusters Score -315621.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -315639.812500 Penalty: 778.668640
	Iteration 24Q: 3 clusters Score -315639.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -315664.062500 Penalty: 778.668640
	Iteration 25Q: 3 clusters Score -315664.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -315683.312500 Penalty: 778.668640
	Iteration 26Q: 3 clusters Score -315683.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -315696.531250 Penalty: 778.668640
	Iteration 27Q: 3 clusters Score -315696.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -315710.937500 Penalty: 778.668640
	Iteration 28Q: 3 clusters Score -315710.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -315732.031250 Penalty: 778.668640
	Iteration 29Q: 3 clusters Score -315732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -315749.218750 Penalty: 778.668640
	Iteration 30Q: 3 clusters Score -315749.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -315762.531250 Penalty: 778.668640
	Iteration 31Q: 3 clusters Score -315762.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -315777.781250 Penalty: 778.668640
	Iteration 32Q: 3 clusters Score -315777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -315788.343750 Penalty: 778.668640
	Iteration 33Q: 3 clusters Score -315788.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -315798.937500 Penalty: 778.668640
	Iteration 34Q: 3 clusters Score -315798.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -315813.500000 Penalty: 778.668640
	Iteration 35Q: 3 clusters Score -315813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -315823.125000 Penalty: 778.668640
	Iteration 36Q: 3 clusters Score -315823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -315824.906250 Penalty: 778.668640
	Iteration 37Q: 3 clusters Score -315824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -315825.937500 Penalty: 778.668640
	Iteration 38Q: 3 clusters Score -315825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -315825.937500 Penalty: 778.668640
	Iteration 39F: 3 clusters Score -315825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -17625.710938 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -17625.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17294.814453 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -17294.81 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17474.292969 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -17474.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17583.861328 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -17583.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17664.355469 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -17664.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17733.304688 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -17733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17759.337891 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -17759.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17770.191406 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -17770.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17777.628906 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -17777.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17777.628906 Penalty: 515.644836
	Iteration 8F: 3 clusters Score -17777.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Entering Unmasked Estep 
Score: -53294252.000000 Penalty: 45531.234375
Splitting cluster 32 changes total score from -53294236.000000 to -53294252.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38947.675781 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38947.68 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39088.015625 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39088.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39139.929688 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39139.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39166.171875 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -39166.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39192.808594 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39192.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39223.542969 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39223.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39257.187500 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39257.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39290.699219 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39290.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39331.906250 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39331.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39378.648438 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39378.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39414.109375 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39414.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39425.617188 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39425.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39429.414062 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39429.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39430.167969 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -39430.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39431.035156 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -39431.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39431.578125 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -39431.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39431.578125 Penalty: 581.816772
	Iteration 16F: 3 clusters Score -39431.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6801.008789 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6801.009 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 58 members 
Entering Unmasked Estep 
Score: -6580.843750 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6580.844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6609.239746 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6609.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6619.211914 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6619.212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6622.649902 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6622.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6627.546387 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6627.546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6630.275391 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6630.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6633.485840 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6633.486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6633.485840 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -6633.486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -39348.832031 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -39348.83 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 309 members 
Entering Unmasked Estep 
Score: -38753.984375 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -38753.98 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38964.472656 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -38964.47 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -39123.187500 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -39123.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39226.066406 Penalty: 586.848938
	Iteration 3F: 3 clusters Score -39226.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -39281.398438 Penalty: 586.848938
	Iteration 4F: 3 clusters Score -39281.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39320.863281 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -39320.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39366.707031 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -39366.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39382.738281 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -39382.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39392.667969 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -39392.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39399.601562 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -39399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39408.687500 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -39408.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39411.085938 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -39411.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39411.960938 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -39411.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39411.960938 Penalty: 586.848938
	Iteration 13F: 3 clusters Score -39411.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 409 members 
Entering Unmasked Estep 
Score: -53294000.000000 Penalty: 46154.949219
Splitting cluster 35 changes total score from -53294236.000000 to -53294000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 97 members 
Entering Unmasked Estep 
Score: -5026.852539 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5026.853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5103.634277 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5103.634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5113.577637 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5113.578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5123.202148 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -5123.202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5124.037598 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5124.038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5124.037598 Penalty: 486.586761
	Iteration 5F: 3 clusters Score -5124.038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -14648.080078 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -14648.08 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 124 members 
Entering Unmasked Estep 
Score: -14374.653320 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -14374.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14457.114258 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -14457.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14476.583008 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -14476.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14483.331055 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -14483.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14488.487305 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -14488.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14494.267578 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -14494.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14502.067383 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -14502.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14515.135742 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -14515.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14518.917969 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -14518.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14523.218750 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -14523.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14526.187500 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -14526.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14526.830078 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -14526.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14528.577148 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -14528.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14528.577148 Penalty: 496.434235
	Iteration 13F: 3 clusters Score -14528.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -9525.911133 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -9525.911 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: -9275.768555 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -9275.769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9334.100586 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -9334.101 nChanged 16
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: -9356.994141 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -9356.994 nChanged 2
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: -9361.625000 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -9361.625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9378.367188 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -9378.367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9381.033203 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -9381.033 nChanged 2
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: -9383.825195 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -9383.825 nChanged 0
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: -9383.825195 Penalty: 457.173126
	Iteration 7F: 3 clusters Score -9383.825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 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 149 members 
Entering Unmasked Estep 
Score: -18856.855469 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18856.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18947.869141 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -18947.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18975.171875 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -18975.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18998.728516 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -18998.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19011.730469 Penalty: 522.321167
	Iteration 4F: 3 clusters Score -19011.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19016.949219 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19016.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19029.880859 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19029.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19039.900391 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19063.863281 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19063.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19081.541016 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19081.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19094.576172 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19094.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19108.125000 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -19108.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19121.628906 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -19121.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19145.160156 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -19145.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19160.650391 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -19160.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19182.869141 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -19182.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19206.316406 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -19206.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19253.050781 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -19253.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19306.873047 Penalty: 522.321167
	Iteration 18Q: 3 clusters Score -19306.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19345.193359 Penalty: 522.321167
	Iteration 19Q: 3 clusters Score -19345.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19353.248047 Penalty: 522.321167
	Iteration 20F: 3 clusters Score -19353.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19361.332031 Penalty: 522.321167
	Iteration 21Q: 3 clusters Score -19361.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19366.787109 Penalty: 522.321167
	Iteration 22Q: 3 clusters Score -19366.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19373.431641 Penalty: 522.321167
	Iteration 23Q: 3 clusters Score -19373.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19378.023438 Penalty: 522.321167
	Iteration 24Q: 3 clusters Score -19378.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19379.578125 Penalty: 522.321167
	Iteration 25Q: 3 clusters Score -19379.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19379.578125 Penalty: 522.321167
	Iteration 26F: 3 clusters Score -19379.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 142 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 169 members 
Entering Unmasked Estep 
Score: -53294040.000000 Penalty: 46154.949219
Splitting cluster 39 changes total score from -53294236.000000 to -53294040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -9390.813477 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -9390.813 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 78 members 
Entering Unmasked Estep 
Score: -9154.207031 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -9154.207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9356.404297 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -9356.404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9458.820312 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -9458.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9490.141602 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -9490.142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9495.549805 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -9495.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9499.658203 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -9499.658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9500.305664 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -9500.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9500.305664 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -9500.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 82 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 91 members 
Entering Unmasked Estep 
Score: -53293952.000000 Penalty: 46154.949219
Splitting cluster 40 changes total score from -53294236.000000 to -53293952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18890.873047 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18890.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18533.000000 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18633.341797 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18633.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18661.492188 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18661.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18669.677734 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18669.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18671.662109 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18671.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18672.910156 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18672.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18672.910156 Penalty: 517.822693
	Iteration 6F: 3 clusters Score -18672.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -4643.714355 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -4643.714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4446.220703 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4446.221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4516.418945 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4516.419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4527.433594 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -4527.434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4527.433594 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -4527.434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 78 members 
Entering Unmasked Estep 
Score: -8561.704102 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8561.704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8613.432617 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8613.433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8622.091797 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8622.092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8634.769531 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8634.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8645.544922 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8645.545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8648.995117 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8648.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8648.995117 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -8648.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -36328.347656 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -36328.35 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 322 members 
Entering Unmasked Estep 
Score: -35752.492188 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -35752.49 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36035.539062 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -36035.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36147.000000 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -36147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36230.343750 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -36230.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36289.445312 Penalty: 585.104492
	Iteration 4F: 3 clusters Score -36289.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36317.472656 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -36317.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36327.601562 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -36327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36334.144531 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -36334.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36349.527344 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -36349.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36355.750000 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -36355.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36357.929688 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -36357.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36361.292969 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -36361.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36364.101562 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -36364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36367.210938 Penalty: 585.104492
	Iteration 13Q: 3 clusters Score -36367.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36370.003906 Penalty: 585.104492
	Iteration 14Q: 3 clusters Score -36370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36373.472656 Penalty: 585.104492
	Iteration 15Q: 3 clusters Score -36373.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36375.050781 Penalty: 585.104492
	Iteration 16Q: 3 clusters Score -36375.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36376.683594 Penalty: 585.104492
	Iteration 17Q: 3 clusters Score -36376.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36377.457031 Penalty: 585.104492
	Iteration 18Q: 3 clusters Score -36377.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36378.421875 Penalty: 585.104492
	Iteration 19Q: 3 clusters Score -36378.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36379.886719 Penalty: 585.104492
	Iteration 20F: 3 clusters Score -36379.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36380.679688 Penalty: 585.104492
	Iteration 21Q: 3 clusters Score -36380.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36381.699219 Penalty: 585.104492
	Iteration 22Q: 3 clusters Score -36381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36382.195312 Penalty: 585.104492
	Iteration 23Q: 3 clusters Score -36382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36382.582031 Penalty: 585.104492
	Iteration 24Q: 3 clusters Score -36382.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36382.835938 Penalty: 585.104492
	Iteration 25Q: 3 clusters Score -36382.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36382.835938 Penalty: 585.104492
	Iteration 26F: 3 clusters Score -36382.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 399 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 221 members 
Entering Unmasked Estep 
Score: -53293908.000000 Penalty: 46154.949219
Splitting cluster 44 changes total score from -53294236.000000 to -53293908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -52198.152344 Penalty: 303.921753
	Iteration 0F: 2 clusters Score -52198.15 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 376 members 
Entering Unmasked Estep 
Score: -51526.304688 Penalty: 607.843506
	Iteration 0F: 3 clusters Score -51526.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51747.128906 Penalty: 607.843506
	Iteration 1F: 3 clusters Score -51747.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51864.980469 Penalty: 607.843506
	Iteration 2F: 3 clusters Score -51864.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51966.597656 Penalty: 607.843506
	Iteration 3F: 3 clusters Score -51966.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52031.214844 Penalty: 607.843506
	Iteration 4F: 3 clusters Score -52031.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52062.292969 Penalty: 607.843506
	Iteration 5Q: 3 clusters Score -52062.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52082.675781 Penalty: 607.843506
	Iteration 6Q: 3 clusters Score -52082.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52096.785156 Penalty: 607.843506
	Iteration 7Q: 3 clusters Score -52096.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52116.421875 Penalty: 607.843506
	Iteration 8Q: 3 clusters Score -52116.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52130.832031 Penalty: 607.843506
	Iteration 9Q: 3 clusters Score -52130.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52144.894531 Penalty: 607.843506
	Iteration 10Q: 3 clusters Score -52144.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52157.121094 Penalty: 607.843506
	Iteration 11Q: 3 clusters Score -52157.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52163.894531 Penalty: 607.843506
	Iteration 12Q: 3 clusters Score -52163.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52166.945312 Penalty: 607.843506
	Iteration 13Q: 3 clusters Score -52166.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52173.843750 Penalty: 607.843506
	Iteration 14Q: 3 clusters Score -52173.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52179.160156 Penalty: 607.843506
	Iteration 15Q: 3 clusters Score -52179.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52182.539062 Penalty: 607.843506
	Iteration 16Q: 3 clusters Score -52182.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52183.796875 Penalty: 607.843506
	Iteration 17Q: 3 clusters Score -52183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52185.257812 Penalty: 607.843506
	Iteration 18Q: 3 clusters Score -52185.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52185.257812 Penalty: 607.843506
	Iteration 19F: 3 clusters Score -52185.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 103 members 
Entering Unmasked Estep 
Score: -12119.255859 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12119.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12176.205078 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12176.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12193.600586 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12212.128906 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12212.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12220.261719 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12220.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12236.382812 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12236.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12243.439453 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12243.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12248.818359 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12248.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12252.962891 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12252.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12260.148438 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -12260.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12267.872070 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -12267.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12295.217773 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -12295.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12311.806641 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -12311.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12314.528320 Penalty: 481.232300
	Iteration 13Q: 3 clusters Score -12314.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12315.679688 Penalty: 481.232300
	Iteration 14Q: 3 clusters Score -12315.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12322.174805 Penalty: 481.232300
	Iteration 15Q: 3 clusters Score -12322.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12338.213867 Penalty: 481.232300
	Iteration 16Q: 3 clusters Score -12338.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12340.405273 Penalty: 481.232300
	Iteration 17Q: 3 clusters Score -12340.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12342.411133 Penalty: 481.232300
	Iteration 18Q: 3 clusters Score -12342.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12346.025391 Penalty: 481.232300
	Iteration 19Q: 3 clusters Score -12346.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12348.725586 Penalty: 481.232300
	Iteration 20F: 3 clusters Score -12348.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12349.376953 Penalty: 481.232300
	Iteration 21Q: 3 clusters Score -12349.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12349.376953 Penalty: 481.232300
	Iteration 22F: 3 clusters Score -12349.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4388.767090 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4388.767 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 45 members 
Entering Unmasked Estep 
Score: -4195.452148 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4195.452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4278.786621 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4278.787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4290.257324 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -4290.257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4294.936035 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4294.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4305.274414 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -4305.274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4319.072266 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -4319.072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4319.072266 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -4319.072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8721.478516 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8721.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8461.719727 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8461.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8511.263672 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8511.264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8518.067383 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -8518.067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8522.951172 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8522.951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8535.183594 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8535.184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8569.008789 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -8569.009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8602.140625 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -8602.141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8616.292969 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -8616.293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8619.199219 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -8619.199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8622.582031 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -8622.582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8634.892578 Penalty: 456.572449
	Iteration 10Q: 3 clusters Score -8634.893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8654.632812 Penalty: 456.572449
	Iteration 11Q: 3 clusters Score -8654.633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8658.929688 Penalty: 456.572449
	Iteration 12Q: 3 clusters Score -8658.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8661.319336 Penalty: 456.572449
	Iteration 13Q: 3 clusters Score -8661.319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8666.758789 Penalty: 456.572449
	Iteration 14Q: 3 clusters Score -8666.759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8667.136719 Penalty: 456.572449
	Iteration 15Q: 3 clusters Score -8667.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8667.136719 Penalty: 456.572449
	Iteration 16F: 3 clusters Score -8667.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 84 members 
Entering Unmasked Estep 
Score: -9725.940430 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9725.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9857.976562 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9857.977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9926.586914 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9926.587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9938.659180 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -9938.659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9942.327148 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9942.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9942.868164 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9942.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9942.868164 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -9942.868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -31928.375000 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -31928.38 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 231 members 
Entering Unmasked Estep 
Score: -31475.732422 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -31475.73 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31587.939453 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -31587.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31615.271484 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -31615.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31629.484375 Penalty: 552.856506
	Iteration 3Q: 3 clusters Score -31629.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31639.533203 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -31639.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31647.212891 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -31647.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31651.990234 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -31651.99 nChanged 4
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: -31654.519531 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -31654.52 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: -31659.746094 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -31659.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31665.517578 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -31665.52 nChanged 5
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: -31668.748047 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -31668.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31671.533203 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -31671.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31675.871094 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -31675.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31678.845703 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -31678.85 nChanged 2
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: -31679.435547 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -31679.44 nChanged 3
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: -31680.728516 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -31680.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31682.919922 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -31682.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31685.378906 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -31685.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31687.585938 Penalty: 552.856506
	Iteration 18Q: 3 clusters Score -31687.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31687.585938 Penalty: 552.856506
	Iteration 19F: 3 clusters Score -31687.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -17344.312500 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -17344.31 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 150 members 
Entering Unmasked Estep 
Score: -16979.560547 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -16979.56 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17144.037109 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -17144.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17191.507812 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -17191.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17210.296875 Penalty: 523.772522
	Iteration 3Q: 3 clusters Score -17210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17218.839844 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -17218.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17224.271484 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -17224.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17227.371094 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -17227.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17236.566406 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -17236.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17240.761719 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -17240.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17243.029297 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -17243.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17243.029297 Penalty: 523.772522
	Iteration 10F: 3 clusters Score -17243.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -74064.203125 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -74064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -73146.132812 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -73146.13 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73437.656250 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -73437.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -73533.484375 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -73533.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73587.523438 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -73587.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -73644.460938 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -73644.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -73706.320312 Penalty: 641.403198
	Iteration 5F: 3 clusters Score -73706.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -73742.953125 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -73742.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -73800.375000 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -73800.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -73852.531250 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -73852.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -73912.117188 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -73912.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -73981.015625 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -73981.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -74021.781250 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -74021.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74050.382812 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -74050.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -74064.140625 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -74064.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -74076.945312 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -74076.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74087.796875 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -74087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74093.898438 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -74093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74096.625000 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -74096.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -74097.812500 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -74097.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -74099.000000 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -74099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -74100.101562 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -74100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -74100.320312 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -74100.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -74100.320312 Penalty: 641.403198
	Iteration 22F: 3 clusters Score -74100.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 463 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 688 members 
Entering Unmasked Estep 
Score: -53293960.000000 Penalty: 46154.949219
Splitting cluster 52 changes total score from -53294236.000000 to -53293960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -10300.949219 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10300.95 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 103 members 
Entering Unmasked Estep 
Score: -10026.659180 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10026.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10098.980469 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10098.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10201.402344 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10201.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10266.284180 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10266.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10289.964844 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10289.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10305.007812 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10305.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10338.937500 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10338.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10360.417969 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10360.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10363.700195 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10371.041992 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10371.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10375.721680 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10375.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10383.995117 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10383.995117 Penalty: 481.690735
	Iteration 12F: 3 clusters Score -10384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 56 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 143 members 
Entering Unmasked Estep 
Score: -53293944.000000 Penalty: 46154.949219
Splitting cluster 53 changes total score from -53294236.000000 to -53293944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -71998.460938 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -71998.46 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 576 members 
Entering Unmasked Estep 
Score: -71111.757812 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -71111.76 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71398.460938 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -71398.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71440.898438 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -71440.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71479.109375 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -71479.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -71520.429688 Penalty: 639.162048
	Iteration 4Q: 3 clusters Score -71520.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71556.226562 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -71556.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -71583.796875 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -71583.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71608.953125 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -71608.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71636.414062 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -71636.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71659.937500 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -71659.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71679.210938 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -71679.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71692.132812 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -71692.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71701.429688 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -71701.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71710.726562 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -71710.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71731.992188 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -71731.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71751.523438 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -71751.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71760.695312 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -71760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71763.335938 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -71763.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71767.476562 Penalty: 639.162048
	Iteration 18Q: 3 clusters Score -71767.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71772.679688 Penalty: 639.162048
	Iteration 19Q: 3 clusters Score -71772.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71780.132812 Penalty: 639.162048
	Iteration 20F: 3 clusters Score -71780.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71783.664062 Penalty: 639.162048
	Iteration 21Q: 3 clusters Score -71783.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71789.039062 Penalty: 639.162048
	Iteration 22Q: 3 clusters Score -71789.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71793.187500 Penalty: 639.162048
	Iteration 23Q: 3 clusters Score -71793.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71802.960938 Penalty: 639.162048
	Iteration 24Q: 3 clusters Score -71802.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71809.687500 Penalty: 639.162048
	Iteration 25Q: 3 clusters Score -71809.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71816.726562 Penalty: 639.162048
	Iteration 26Q: 3 clusters Score -71816.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71820.007812 Penalty: 639.162048
	Iteration 27Q: 3 clusters Score -71820.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71829.710938 Penalty: 639.162048
	Iteration 28Q: 3 clusters Score -71829.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71836.234375 Penalty: 639.162048
	Iteration 29Q: 3 clusters Score -71836.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71837.984375 Penalty: 639.162048
	Iteration 30Q: 3 clusters Score -71837.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71838.140625 Penalty: 639.162048
	Iteration 31Q: 3 clusters Score -71838.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71838.140625 Penalty: 639.162048
	Iteration 32F: 3 clusters Score -71838.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -21649.542969 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -21649.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21258.208984 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -21258.21 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21415.298828 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -21415.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21477.212891 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -21477.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21500.041016 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -21500.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21552.583984 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -21552.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21598.208984 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -21598.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21644.083984 Penalty: 532.811523
	Iteration 6F: 3 clusters Score -21644.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21677.396484 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -21677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21689.925781 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -21689.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21707.593750 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -21707.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21713.476562 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -21713.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21713.476562 Penalty: 532.811523
	Iteration 11F: 3 clusters Score -21713.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 196 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 153 members 
Entering Unmasked Estep 
Score: -53293940.000000 Penalty: 46154.949219
Splitting cluster 55 changes total score from -53294236.000000 to -53293940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -39215.570312 Penalty: 294.562042
	Iteration 0F: 2 clusters Score -39215.57 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 314 members 
Entering Unmasked Estep 
Score: -38649.984375 Penalty: 589.124084
	Iteration 0F: 3 clusters Score -38649.98 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -38864.921875 Penalty: 589.124084
	Iteration 1F: 3 clusters Score -38864.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38930.234375 Penalty: 589.124084
	Iteration 2F: 3 clusters Score -38930.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39000.425781 Penalty: 589.124084
	Iteration 3F: 3 clusters Score -39000.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39035.679688 Penalty: 589.124084
	Iteration 4F: 3 clusters Score -39035.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39062.914062 Penalty: 589.124084
	Iteration 5Q: 3 clusters Score -39062.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39087.757812 Penalty: 589.124084
	Iteration 6Q: 3 clusters Score -39087.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39103.757812 Penalty: 589.124084
	Iteration 7Q: 3 clusters Score -39103.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39121.578125 Penalty: 589.124084
	Iteration 8Q: 3 clusters Score -39121.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39125.769531 Penalty: 589.124084
	Iteration 9Q: 3 clusters Score -39125.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39134.269531 Penalty: 589.124084
	Iteration 10Q: 3 clusters Score -39134.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39150.097656 Penalty: 589.124084
	Iteration 11Q: 3 clusters Score -39150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39159.250000 Penalty: 589.124084
	Iteration 12Q: 3 clusters Score -39159.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39169.667969 Penalty: 589.124084
	Iteration 13Q: 3 clusters Score -39169.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39188.480469 Penalty: 589.124084
	Iteration 14Q: 3 clusters Score -39188.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39196.132812 Penalty: 589.124084
	Iteration 15Q: 3 clusters Score -39196.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39199.203125 Penalty: 589.124084
	Iteration 16Q: 3 clusters Score -39199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39201.355469 Penalty: 589.124084
	Iteration 17Q: 3 clusters Score -39201.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39204.382812 Penalty: 589.124084
	Iteration 18Q: 3 clusters Score -39204.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39206.035156 Penalty: 589.124084
	Iteration 19Q: 3 clusters Score -39206.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39206.839844 Penalty: 589.124084
	Iteration 20F: 3 clusters Score -39206.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -50070.800781 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50070.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50300.722656 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50300.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50377.574219 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50377.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -50404.136719 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -50404.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -50415.652344 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -50415.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50421.343750 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -50421.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50426.046875 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50426.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50432.984375 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50432.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50441.593750 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50441.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50450.632812 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50450.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -50456.300781 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50458.253906 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50458.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50462.339844 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50462.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50464.472656 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50464.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -50466.003906 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -50467.140625 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -50467.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -50468.238281 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -50468.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -50469.011719 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -50469.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -50469.011719 Penalty: 604.821533
	Iteration 18F: 3 clusters Score -50469.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9115.518555 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9115.519 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 94 members 
Entering Unmasked Estep 
Score: -8860.013672 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8860.014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8991.105469 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -8991.105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9087.185547 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9087.186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9134.072266 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -9134.072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9167.541016 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -9167.541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9175.086914 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -9175.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9177.709961 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -9177.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9177.709961 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -9177.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 83 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 87 members 
Entering Unmasked Estep 
Score: -53293928.000000 Penalty: 46154.949219
Splitting cluster 58 changes total score from -53294236.000000 to -53293928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -96739.343750 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -96739.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -95594.601562 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -95594.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -96049.828125 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -96049.83 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -96189.640625 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -96189.64 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -96289.859375 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -96289.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -96334.476562 Penalty: 667.305115
	Iteration 4Q: 3 clusters Score -96334.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -96365.250000 Penalty: 667.305115
	Iteration 5Q: 3 clusters Score -96365.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -96386.375000 Penalty: 667.305115
	Iteration 6Q: 3 clusters Score -96386.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -96402.531250 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -96402.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -96419.703125 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -96419.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -96436.414062 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -96436.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -96459.507812 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -96459.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -96503.585938 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -96503.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -96534.437500 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -96534.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -96550.914062 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -96550.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -96561.828125 Penalty: 667.305115
	Iteration 14Q: 3 clusters Score -96561.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -96576.648438 Penalty: 667.305115
	Iteration 15Q: 3 clusters Score -96576.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -96596.523438 Penalty: 667.305115
	Iteration 16Q: 3 clusters Score -96596.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -96634.117188 Penalty: 667.305115
	Iteration 17Q: 3 clusters Score -96634.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -96658.273438 Penalty: 667.305115
	Iteration 18Q: 3 clusters Score -96658.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -96678.382812 Penalty: 667.305115
	Iteration 19Q: 3 clusters Score -96678.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -96693.914062 Penalty: 667.305115
	Iteration 20F: 3 clusters Score -96693.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -96703.210938 Penalty: 667.305115
	Iteration 21Q: 3 clusters Score -96703.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -96705.125000 Penalty: 667.305115
	Iteration 22Q: 3 clusters Score -96705.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -96705.875000 Penalty: 667.305115
	Iteration 23Q: 3 clusters Score -96705.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -96708.648438 Penalty: 667.305115
	Iteration 24Q: 3 clusters Score -96708.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -96709.328125 Penalty: 667.305115
	Iteration 25Q: 3 clusters Score -96709.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -96710.914062 Penalty: 667.305115
	Iteration 26Q: 3 clusters Score -96710.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -96712.023438 Penalty: 667.305115
	Iteration 27Q: 3 clusters Score -96712.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -96713.484375 Penalty: 667.305115
	Iteration 28Q: 3 clusters Score -96713.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -96715.710938 Penalty: 667.305115
	Iteration 29Q: 3 clusters Score -96715.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -96717.750000 Penalty: 667.305115
	Iteration 30Q: 3 clusters Score -96717.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -96717.984375 Penalty: 667.305115
	Iteration 31Q: 3 clusters Score -96717.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -96718.914062 Penalty: 667.305115
	Iteration 32Q: 3 clusters Score -96718.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -96719.421875 Penalty: 667.305115
	Iteration 33Q: 3 clusters Score -96719.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -96720.945312 Penalty: 667.305115
	Iteration 34Q: 3 clusters Score -96720.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -96720.437500 Penalty: 667.305115
	Iteration 35Q: 3 clusters Score -96720.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -96720.335938 Penalty: 667.305115
	Iteration 36Q: 3 clusters Score -96720.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -96721.484375 Penalty: 667.305115
	Iteration 37Q: 3 clusters Score -96721.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -96721.484375 Penalty: 667.305115
	Iteration 38F: 3 clusters Score -96721.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 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 61 members 
Entering Unmasked Estep 
Score: -2034.438354 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2034.438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2101.324951 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2101.325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2119.397949 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2119.398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2134.530273 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -2134.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2144.099121 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2144.099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2156.014648 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -2156.015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2178.295898 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -2178.296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2194.397949 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -2194.398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2199.192627 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -2199.193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2223.325928 Penalty: 449.037140
	Iteration 9Q: 3 clusters Score -2223.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2223.325928 Penalty: 449.037140
	Iteration 10F: 3 clusters Score -2223.326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -15544.045898 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -15544.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15228.695312 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -15228.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15345.246094 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -15345.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15380.120117 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -15380.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15398.055664 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -15398.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15407.269531 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -15407.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15410.512695 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -15410.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15413.146484 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -15413.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15414.949219 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -15414.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15418.396484 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -15418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15422.141602 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -15422.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15422.141602 Penalty: 503.538452
	Iteration 10F: 3 clusters Score -15422.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8352.671875 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8352.672 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 71 members 
Entering Unmasked Estep 
Score: -8112.758789 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -8112.759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8215.273438 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -8215.273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8251.873047 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -8251.873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8278.388672 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -8278.389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8292.403320 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -8292.403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8303.147461 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -8303.147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8325.919922 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -8325.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8340.239258 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -8340.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8347.579102 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -8347.579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8357.830078 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -8357.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8360.577148 Penalty: 454.746338
	Iteration 10Q: 3 clusters Score -8360.577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8362.066406 Penalty: 454.746338
	Iteration 11Q: 3 clusters Score -8362.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8387.558594 Penalty: 454.746338
	Iteration 12Q: 3 clusters Score -8387.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8388.438477 Penalty: 454.746338
	Iteration 13Q: 3 clusters Score -8388.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8388.438477 Penalty: 454.746338
	Iteration 14F: 3 clusters Score -8388.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 65 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 147 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 83 members 
Entering Unmasked Estep 
Score: -53293880.000000 Penalty: 46154.949219
Splitting cluster 62 changes total score from -53294236.000000 to -53293880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10700.850586 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10700.85 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 135 members 
Entering Unmasked Estep 
Score: -10402.964844 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -10402.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10523.818359 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -10523.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10555.451172 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10555.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10566.733398 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10566.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10570.908203 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10570.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10571.741211 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10571.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10571.741211 Penalty: 505.319305
	Iteration 6F: 3 clusters Score -10571.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -8484.611328 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8484.611 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 68 members 
Entering Unmasked Estep 
Score: -8250.984375 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8250.984 nChanged 47
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: -8535.339844 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8535.34 nChanged 10
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: -8587.975586 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8587.976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8610.509766 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8610.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8619.088867 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8619.089 nChanged 3
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: -8639.158203 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8639.158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8671.300781 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8671.301 nChanged 5
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: -8733.431641 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8733.432 nChanged 4
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: -8977.813477 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8977.813 nChanged 0
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: -8977.813477 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -8977.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 89 members 
Entering Unmasked Estep 
Score: -53294408.000000 Penalty: 46154.949219
Splitting cluster 64 changes total score from -53294236.000000 to -53294408.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 121 members 
Entering Unmasked Estep 
Score: -17531.851562 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17531.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17614.800781 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17636.363281 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17636.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17642.417969 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17642.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17645.943359 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17645.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17645.943359 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -17645.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -59675.890625 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -59675.89 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 488 members 
Entering Unmasked Estep 
Score: -58893.707031 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -58893.71 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -59246.589844 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -59246.59 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59383.253906 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -59383.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -59471.218750 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -59471.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -59528.062500 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -59528.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59565.914062 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -59565.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -59601.609375 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -59601.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59640.394531 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -59640.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59705.480469 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -59705.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -59734.238281 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -59734.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -59743.179688 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -59743.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59745.343750 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -59745.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -59745.898438 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -59745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -59748.988281 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -59748.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -59751.617188 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -59751.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -59758.855469 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -59758.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -59761.984375 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -59761.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -59762.792969 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -59762.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -59765.031250 Penalty: 625.457886
	Iteration 18Q: 3 clusters Score -59765.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -59768.386719 Penalty: 625.457886
	Iteration 19Q: 3 clusters Score -59768.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -59770.664062 Penalty: 625.457886
	Iteration 20F: 3 clusters Score -59770.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -59774.437500 Penalty: 625.457886
	Iteration 21Q: 3 clusters Score -59774.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -59776.214844 Penalty: 625.457886
	Iteration 22Q: 3 clusters Score -59776.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -59776.312500 Penalty: 625.457886
	Iteration 23Q: 3 clusters Score -59776.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -59776.312500 Penalty: 625.457886
	Iteration 24F: 3 clusters Score -59776.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 156 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 125180 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 89 members 
Mstep: Class 75 contains 810 members 
Entering Unmasked Estep 
Score: -53294200.000000 Penalty: 46778.664062
Splitting cluster 66 changes total score from -53294236.000000 to -53294200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -5940.699707 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -5940.7 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 68 members 
Entering Unmasked Estep 
Score: -5706.699707 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5706.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5750.192871 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5750.193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5788.886230 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -5788.886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5805.389648 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5805.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5813.607910 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5813.608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5829.002441 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5829.002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5853.214844 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5853.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5874.418945 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -5874.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5876.658691 Penalty: 441.534760
	Iteration 8Q: 3 clusters Score -5876.659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5877.069336 Penalty: 441.534760
	Iteration 9Q: 3 clusters Score -5877.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5877.069336 Penalty: 441.534760
	Iteration 10F: 3 clusters Score -5877.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -92083.625000 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -92083.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -90972.007812 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -90972.01 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91416.015625 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -91416.02 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91536.343750 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -91536.34 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91605.742188 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -91605.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91659.234375 Penalty: 665.077393
	Iteration 4Q: 3 clusters Score -91659.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91700.382812 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -91700.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91736.617188 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -91736.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -91759.445312 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -91759.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91775.742188 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -91775.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91795.820312 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -91795.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -91817.835938 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -91817.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -91826.281250 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -91826.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -91831.429688 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -91831.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -91833.742188 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -91833.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -91835.515625 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -91835.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -91837.328125 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -91837.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -91839.640625 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -91839.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91840.265625 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -91840.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91840.265625 Penalty: 665.077393
	Iteration 18F: 3 clusters Score -91840.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5108.202637 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5108.203 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 54 members 
Entering Unmasked Estep 
Score: -4909.440430 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4909.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4973.088379 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4973.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4976.945801 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -4976.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4978.052734 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4978.053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4978.052734 Penalty: 421.760345
	Iteration 4F: 3 clusters Score -4978.053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4556.386230 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4556.386 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 46 members 
Entering Unmasked Estep 
Score: -4375.663574 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4375.664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4426.110840 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4426.111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4431.973145 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4431.973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4437.272461 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4437.272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4437.272461 Penalty: 397.619751
	Iteration 4F: 3 clusters Score -4437.272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -27758.470703 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -27758.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27291.798828 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -27291.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27447.296875 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -27447.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27508.005859 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -27508.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27538.687500 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -27538.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27548.941406 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -27548.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27557.203125 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -27557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27561.943359 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -27561.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27562.687500 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -27562.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27563.292969 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -27563.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27564.396484 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -27564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27565.146484 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -27565.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27566.113281 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -27566.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27566.378906 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -27566.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27566.378906 Penalty: 555.739075
	Iteration 13F: 3 clusters Score -27566.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 83536 members 
Mstep: Class 3 contains 95530 members 
Mstep: Class 4 contains 5435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 86167 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 85511 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99088 members 
Mstep: Class 23 contains 89505 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 38 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 98 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1493 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53295308.000000 Penalty: 46154.949219
Iteration 279Q: 75 clusters Score -5.329531e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 83510 members 
Mstep: Class 3 contains 95559 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 85739 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82343 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6409 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97625 members 
Mstep: Class 18 contains 85465 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99157 members 
Mstep: Class 23 contains 89850 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 6368 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5209 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 172 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 650 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 148 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 59 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 1479 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 123616 members 
Mstep: Class 73 contains 249 members 
Mstep: Class 74 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296096.000000 Penalty: 46154.949219
Iteration 280F: 75 clusters Score -5.32961e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 83414 members 
Mstep: Class 3 contains 95552 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 85356 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82302 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6451 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97811 members 
Mstep: Class 18 contains 85361 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99243 members 
Mstep: Class 23 contains 90222 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 6889 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5204 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 172 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 645 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1467 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 123200 members 
Mstep: Class 73 contains 256 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296328.000000 Penalty: 46154.949219
Iteration 281Q: 75 clusters Score -5.329633e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 83329 members 
Mstep: Class 3 contains 95539 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 84913 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82230 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6494 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97810 members 
Mstep: Class 18 contains 85275 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99408 members 
Mstep: Class 23 contains 90601 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 7349 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5211 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 641 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1457 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122954 members 
Mstep: Class 73 contains 261 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296196.000000 Penalty: 46154.949219
Iteration 282Q: 75 clusters Score -5.32962e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 83255 members 
Mstep: Class 3 contains 95551 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 84464 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82158 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97738 members 
Mstep: Class 18 contains 85168 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99638 members 
Mstep: Class 23 contains 90964 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6802 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5210 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 637 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1446 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122807 members 
Mstep: Class 73 contains 266 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296400.000000 Penalty: 46154.949219
Iteration 283Q: 75 clusters Score -5.32964e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 83186 members 
Mstep: Class 3 contains 95589 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 84030 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82074 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97545 members 
Mstep: Class 18 contains 85054 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 99881 members 
Mstep: Class 23 contains 91333 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6837 members 
Mstep: Class 28 contains 8212 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5199 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 797 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 631 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1436 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122741 members 
Mstep: Class 73 contains 272 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296544.000000 Penalty: 46154.949219
Iteration 284Q: 75 clusters Score -5.329654e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 83105 members 
Mstep: Class 3 contains 95644 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 83575 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82003 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6548 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97301 members 
Mstep: Class 18 contains 84975 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 100131 members 
Mstep: Class 23 contains 91652 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6876 members 
Mstep: Class 28 contains 8667 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5196 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 620 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1425 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122710 members 
Mstep: Class 73 contains 281 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296424.000000 Penalty: 46154.949219
Iteration 285Q: 75 clusters Score -5.329642e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 83009 members 
Mstep: Class 3 contains 95632 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 83134 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81944 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 97045 members 
Mstep: Class 18 contains 84889 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 100330 members 
Mstep: Class 23 contains 92079 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6901 members 
Mstep: Class 28 contains 9104 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5191 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 617 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1429 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122678 members 
Mstep: Class 73 contains 284 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296408.000000 Penalty: 46154.949219
Iteration 286Q: 75 clusters Score -5.329641e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 82939 members 
Mstep: Class 3 contains 95665 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 82662 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81870 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6582 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96758 members 
Mstep: Class 18 contains 84746 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100500 members 
Mstep: Class 23 contains 92546 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 9548 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5189 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 614 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1432 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122647 members 
Mstep: Class 73 contains 286 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296400.000000 Penalty: 46154.949219
Iteration 287Q: 75 clusters Score -5.32964e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 82863 members 
Mstep: Class 3 contains 95678 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 82181 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81819 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96454 members 
Mstep: Class 18 contains 84667 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100637 members 
Mstep: Class 23 contains 93029 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7013 members 
Mstep: Class 28 contains 9986 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5180 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 613 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1433 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122591 members 
Mstep: Class 73 contains 287 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296240.000000 Penalty: 46154.949219
Iteration 288Q: 75 clusters Score -5.329624e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 82769 members 
Mstep: Class 3 contains 95696 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 81737 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81773 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6617 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 96164 members 
Mstep: Class 18 contains 84602 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100717 members 
Mstep: Class 23 contains 93501 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7063 members 
Mstep: Class 28 contains 10443 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5177 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 611 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1434 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122536 members 
Mstep: Class 73 contains 290 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296188.000000 Penalty: 46154.949219
Iteration 289Q: 75 clusters Score -5.329619e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 82664 members 
Mstep: Class 3 contains 95768 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 81334 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81772 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 95811 members 
Mstep: Class 18 contains 84488 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100758 members 
Mstep: Class 23 contains 93945 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7101 members 
Mstep: Class 28 contains 10911 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5178 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1430 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122526 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296220.000000 Penalty: 46154.949219
Iteration 290Q: 75 clusters Score -5.329622e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 82579 members 
Mstep: Class 3 contains 95780 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 80902 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81789 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6639 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 95436 members 
Mstep: Class 18 contains 84417 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100835 members 
Mstep: Class 23 contains 94353 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7149 members 
Mstep: Class 28 contains 11365 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5181 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1431 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122562 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296364.000000 Penalty: 46154.949219
Iteration 291Q: 75 clusters Score -5.329636e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 82464 members 
Mstep: Class 3 contains 95825 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 80450 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81823 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 95045 members 
Mstep: Class 18 contains 84351 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100922 members 
Mstep: Class 23 contains 94744 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7208 members 
Mstep: Class 28 contains 11836 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1430 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122581 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296648.000000 Penalty: 46154.949219
Iteration 292Q: 75 clusters Score -5.329665e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 82363 members 
Mstep: Class 3 contains 95849 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 80016 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81854 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 94657 members 
Mstep: Class 18 contains 84263 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101039 members 
Mstep: Class 23 contains 95145 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7265 members 
Mstep: Class 28 contains 12269 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5186 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1431 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122593 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296804.000000 Penalty: 46154.949219
Iteration 293Q: 75 clusters Score -5.32968e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 82264 members 
Mstep: Class 3 contains 95876 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 79671 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81882 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 94288 members 
Mstep: Class 18 contains 84153 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101103 members 
Mstep: Class 23 contains 95545 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 12708 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5189 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1429 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122586 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53296960.000000 Penalty: 46154.949219
Iteration 294Q: 75 clusters Score -5.329696e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 82143 members 
Mstep: Class 3 contains 95891 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 79290 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81951 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 93987 members 
Mstep: Class 18 contains 84054 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101165 members 
Mstep: Class 23 contains 95958 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 13119 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5186 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1425 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122553 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297032.000000 Penalty: 46154.949219
Iteration 295Q: 75 clusters Score -5.329703e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 81984 members 
Mstep: Class 3 contains 95880 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 78888 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81993 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 93658 members 
Mstep: Class 18 contains 84008 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101243 members 
Mstep: Class 23 contains 96407 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 7440 members 
Mstep: Class 28 contains 13528 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5188 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1427 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122511 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297112.000000 Penalty: 46154.949219
Iteration 296Q: 75 clusters Score -5.329711e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 81836 members 
Mstep: Class 3 contains 95864 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 78506 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82013 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 93355 members 
Mstep: Class 18 contains 83984 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101261 members 
Mstep: Class 23 contains 96869 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 13897 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5190 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1429 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122514 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297084.000000 Penalty: 46154.949219
Iteration 297Q: 75 clusters Score -5.329708e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 81722 members 
Mstep: Class 3 contains 95862 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 78130 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82050 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6643 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 93139 members 
Mstep: Class 18 contains 83905 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101208 members 
Mstep: Class 23 contains 97331 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 14232 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5194 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1428 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122538 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297088.000000 Penalty: 46154.949219
Iteration 298Q: 75 clusters Score -5.329709e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 81594 members 
Mstep: Class 3 contains 95883 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 77790 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82037 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 92947 members 
Mstep: Class 18 contains 83846 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 101115 members 
Mstep: Class 23 contains 97829 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 7660 members 
Mstep: Class 28 contains 14555 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5191 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1429 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122548 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297048.000000 Penalty: 46154.949219
Iteration 299Q: 75 clusters Score -5.329705e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 81491 members 
Mstep: Class 3 contains 95911 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 77468 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82007 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6618 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 92774 members 
Mstep: Class 18 contains 83802 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100994 members 
Mstep: Class 23 contains 98307 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 179 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 7727 members 
Mstep: Class 28 contains 14877 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5186 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1431 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122559 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297308.000000 Penalty: 46154.949219
Iteration 300F: 75 clusters Score -5.329731e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 81395 members 
Mstep: Class 3 contains 95945 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 77190 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81945 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 92453 members 
Mstep: Class 18 contains 83779 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100855 members 
Mstep: Class 23 contains 98747 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 7776 members 
Mstep: Class 28 contains 15369 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5187 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1428 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122541 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297336.000000 Penalty: 46154.949219
Iteration 301Q: 75 clusters Score -5.329734e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 81280 members 
Mstep: Class 3 contains 95958 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76930 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81905 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 92129 members 
Mstep: Class 18 contains 83783 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100728 members 
Mstep: Class 23 contains 99117 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 7819 members 
Mstep: Class 28 contains 15861 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5178 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1431 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122559 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297240.000000 Penalty: 46154.949219
Iteration 302Q: 75 clusters Score -5.329724e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 81175 members 
Mstep: Class 3 contains 95994 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76645 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81883 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 91815 members 
Mstep: Class 18 contains 83801 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100572 members 
Mstep: Class 23 contains 99477 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 7864 members 
Mstep: Class 28 contains 16335 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5170 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1433 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122572 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297168.000000 Penalty: 46154.949219
Iteration 303Q: 75 clusters Score -5.329717e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 81093 members 
Mstep: Class 3 contains 96033 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76384 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81841 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6625 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 91554 members 
Mstep: Class 18 contains 83778 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100418 members 
Mstep: Class 23 contains 99821 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 7911 members 
Mstep: Class 28 contains 16801 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5164 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1435 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122545 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297116.000000 Penalty: 46154.949219
Iteration 304Q: 75 clusters Score -5.329712e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 81039 members 
Mstep: Class 3 contains 96067 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76182 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81799 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 91335 members 
Mstep: Class 18 contains 83759 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100254 members 
Mstep: Class 23 contains 100138 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 7936 members 
Mstep: Class 28 contains 17266 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1436 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122452 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297216.000000 Penalty: 46154.949219
Iteration 305Q: 75 clusters Score -5.329722e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 80966 members 
Mstep: Class 3 contains 96066 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75973 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81781 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 91099 members 
Mstep: Class 18 contains 83766 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100119 members 
Mstep: Class 23 contains 100430 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 17746 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5158 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1439 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122354 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297160.000000 Penalty: 46154.949219
Iteration 306Q: 75 clusters Score -5.329716e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 80898 members 
Mstep: Class 3 contains 96092 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75781 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81748 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90869 members 
Mstep: Class 18 contains 83791 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 100023 members 
Mstep: Class 23 contains 100658 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8009 members 
Mstep: Class 28 contains 18226 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5154 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1440 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122231 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297176.000000 Penalty: 46154.949219
Iteration 307Q: 75 clusters Score -5.329718e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 80816 members 
Mstep: Class 3 contains 96101 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75590 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81741 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90653 members 
Mstep: Class 18 contains 83831 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99921 members 
Mstep: Class 23 contains 100876 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8042 members 
Mstep: Class 28 contains 18701 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5156 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1443 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 122076 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297548.000000 Penalty: 46154.949219
Iteration 308Q: 75 clusters Score -5.329755e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 80729 members 
Mstep: Class 3 contains 96105 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81740 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6654 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90438 members 
Mstep: Class 18 contains 83845 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99805 members 
Mstep: Class 23 contains 101064 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8089 members 
Mstep: Class 28 contains 19179 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5152 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1448 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121972 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297676.000000 Penalty: 46154.949219
Iteration 309Q: 75 clusters Score -5.329768e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 80642 members 
Mstep: Class 3 contains 96104 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75263 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81725 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90248 members 
Mstep: Class 18 contains 83838 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99681 members 
Mstep: Class 23 contains 101256 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8116 members 
Mstep: Class 28 contains 19651 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1450 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121881 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297632.000000 Penalty: 46154.949219
Iteration 310Q: 75 clusters Score -5.329763e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 80553 members 
Mstep: Class 3 contains 96093 members 
Mstep: Class 4 contains 2507 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75150 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81704 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6672 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 90091 members 
Mstep: Class 18 contains 83813 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99551 members 
Mstep: Class 23 contains 101455 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8140 members 
Mstep: Class 28 contains 20142 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5142 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1452 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121744 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297712.000000 Penalty: 46154.949219
Iteration 311Q: 75 clusters Score -5.329771e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 80468 members 
Mstep: Class 3 contains 96060 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75037 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81706 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89972 members 
Mstep: Class 18 contains 83779 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99404 members 
Mstep: Class 23 contains 101635 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8174 members 
Mstep: Class 28 contains 20627 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5142 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1458 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121605 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297700.000000 Penalty: 46154.949219
Iteration 312Q: 75 clusters Score -5.32977e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 80372 members 
Mstep: Class 3 contains 96051 members 
Mstep: Class 4 contains 2400 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74952 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81724 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89861 members 
Mstep: Class 18 contains 83734 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99218 members 
Mstep: Class 23 contains 101817 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 8209 members 
Mstep: Class 28 contains 21136 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1471 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121432 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297876.000000 Penalty: 46154.949219
Iteration 313Q: 75 clusters Score -5.329788e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 80281 members 
Mstep: Class 3 contains 96036 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74867 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81779 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6677 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89774 members 
Mstep: Class 18 contains 83680 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 99007 members 
Mstep: Class 23 contains 102007 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8255 members 
Mstep: Class 28 contains 21600 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5136 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1482 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121263 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53297936.000000 Penalty: 46154.949219
Iteration 314Q: 75 clusters Score -5.329794e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 80182 members 
Mstep: Class 3 contains 96019 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74813 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81834 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89687 members 
Mstep: Class 18 contains 83660 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 98808 members 
Mstep: Class 23 contains 102112 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8303 members 
Mstep: Class 28 contains 22048 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1492 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 121119 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298052.000000 Penalty: 46154.949219
Iteration 315Q: 75 clusters Score -5.329805e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 80096 members 
Mstep: Class 3 contains 95982 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74764 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81881 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6697 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89615 members 
Mstep: Class 18 contains 83625 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 98612 members 
Mstep: Class 23 contains 102216 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8356 members 
Mstep: Class 28 contains 22488 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5128 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1501 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120960 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298108.000000 Penalty: 46154.949219
Iteration 316Q: 75 clusters Score -5.329811e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 80001 members 
Mstep: Class 3 contains 95979 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74731 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81907 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6692 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89534 members 
Mstep: Class 18 contains 83596 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 98414 members 
Mstep: Class 23 contains 102368 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8407 members 
Mstep: Class 28 contains 22901 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1511 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120784 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298228.000000 Penalty: 46154.949219
Iteration 317Q: 75 clusters Score -5.329823e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 79912 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74737 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81929 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6702 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89426 members 
Mstep: Class 18 contains 83567 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 98168 members 
Mstep: Class 23 contains 102543 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8451 members 
Mstep: Class 28 contains 23355 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5107 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1526 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120602 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53298368.000000 Penalty: 46154.949219
Iteration 318Q: 75 clusters Score -5.329837e+07 nChanged 1864
Entering ConstructFrom: 
Score: -53298368.000000 Penalty: 46154.949219
Entering ConstructFrom: 
Trying to split cluster 1 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -89973.156250 Penalty: 332.079254
	Iteration 0F: 2 clusters Score -89973.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -88919.898438 Penalty: 664.158508
	Iteration 0F: 3 clusters Score -88919.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89305.601562 Penalty: 664.158508
	Iteration 1F: 3 clusters Score -89305.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -89476.000000 Penalty: 664.158508
	Iteration 2F: 3 clusters Score -89476 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -89644.796875 Penalty: 664.158508
	Iteration 3F: 3 clusters Score -89644.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -89778.773438 Penalty: 664.158508
	Iteration 4F: 3 clusters Score -89778.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -89821.375000 Penalty: 664.158508
	Iteration 5Q: 3 clusters Score -89821.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -89846.625000 Penalty: 664.158508
	Iteration 6Q: 3 clusters Score -89846.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -89853.632812 Penalty: 664.158508
	Iteration 7Q: 3 clusters Score -89853.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -89861.601562 Penalty: 664.158508
	Iteration 8Q: 3 clusters Score -89861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -89866.156250 Penalty: 664.158508
	Iteration 9Q: 3 clusters Score -89866.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -89870.093750 Penalty: 664.158508
	Iteration 10Q: 3 clusters Score -89870.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -89873.406250 Penalty: 664.158508
	Iteration 11Q: 3 clusters Score -89873.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -89875.648438 Penalty: 664.158508
	Iteration 12Q: 3 clusters Score -89875.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -89877.187500 Penalty: 664.158508
	Iteration 13Q: 3 clusters Score -89877.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -89878.117188 Penalty: 664.158508
	Iteration 14Q: 3 clusters Score -89878.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -89879.906250 Penalty: 664.158508
	Iteration 15Q: 3 clusters Score -89879.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -89881.078125 Penalty: 664.158508
	Iteration 16Q: 3 clusters Score -89881.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -89882.960938 Penalty: 664.158508
	Iteration 17Q: 3 clusters Score -89882.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -89883.750000 Penalty: 664.158508
	Iteration 18Q: 3 clusters Score -89883.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -89883.750000 Penalty: 664.158508
	Iteration 19F: 3 clusters Score -89883.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Entering Unmasked Estep 
Score: -4875693.500000 Penalty: 513.588318
	Iteration 0F: 2 clusters Score -4875694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -4821911.000000 Penalty: 1027.176636
	Iteration 0F: 3 clusters Score -4821911 nChanged 38904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -4846852.000000 Penalty: 1027.176636
	Iteration 1F: 3 clusters Score -4846852 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -4849645.500000 Penalty: 1027.176636
	Iteration 2F: 3 clusters Score -4849646 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -4853393.000000 Penalty: 1027.176636
	Iteration 3F: 3 clusters Score -4853393 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -4857861.500000 Penalty: 1027.176636
	Iteration 4F: 3 clusters Score -4857862 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -4861194.500000 Penalty: 1027.176636
	Iteration 5F: 3 clusters Score -4861194 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -4862755.000000 Penalty: 1027.176636
	Iteration 6Q: 3 clusters Score -4862755 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -4863340.000000 Penalty: 1027.176636
	Iteration 7Q: 3 clusters Score -4863340 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -4863774.000000 Penalty: 1027.176636
	Iteration 8Q: 3 clusters Score -4863774 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -4864211.500000 Penalty: 1027.176636
	Iteration 9Q: 3 clusters Score -4864212 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -4864625.000000 Penalty: 1027.176636
	Iteration 10Q: 3 clusters Score -4864625 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -4865091.000000 Penalty: 1027.176636
	Iteration 11Q: 3 clusters Score -4865091 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -4865556.000000 Penalty: 1027.176636
	Iteration 12Q: 3 clusters Score -4865556 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -4865983.000000 Penalty: 1027.176636
	Iteration 13Q: 3 clusters Score -4865983 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -4866441.000000 Penalty: 1027.176636
	Iteration 14Q: 3 clusters Score -4866441 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -4866826.000000 Penalty: 1027.176636
	Iteration 15Q: 3 clusters Score -4866826 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -4867290.000000 Penalty: 1027.176636
	Iteration 16Q: 3 clusters Score -4867290 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -4867733.500000 Penalty: 1027.176636
	Iteration 17Q: 3 clusters Score -4867734 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -4868196.000000 Penalty: 1027.176636
	Iteration 18Q: 3 clusters Score -4868196 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -4868676.000000 Penalty: 1027.176636
	Iteration 19Q: 3 clusters Score -4868676 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -4869155.500000 Penalty: 1027.176636
	Iteration 20F: 3 clusters Score -4869156 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -4869629.500000 Penalty: 1027.176636
	Iteration 21Q: 3 clusters Score -4869630 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -4870137.000000 Penalty: 1027.176636
	Iteration 22Q: 3 clusters Score -4870137 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -4870584.000000 Penalty: 1027.176636
	Iteration 23Q: 3 clusters Score -4870584 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -4870990.000000 Penalty: 1027.176636
	Iteration 24Q: 3 clusters Score -4870990 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -4871382.000000 Penalty: 1027.176636
	Iteration 25Q: 3 clusters Score -4871382 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -4871788.500000 Penalty: 1027.176636
	Iteration 26Q: 3 clusters Score -4871788 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -4872109.000000 Penalty: 1027.176636
	Iteration 27Q: 3 clusters Score -4872109 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -4872373.500000 Penalty: 1027.176636
	Iteration 28Q: 3 clusters Score -4872374 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -4872644.500000 Penalty: 1027.176636
	Iteration 29Q: 3 clusters Score -4872644 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 70771 members 
Entering Unmasked Estep 
Score: -4872903.000000 Penalty: 1027.176636
	Iteration 30Q: 3 clusters Score -4872903 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -4873092.500000 Penalty: 1027.176636
	Iteration 31Q: 3 clusters Score -4873092 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -4873314.500000 Penalty: 1027.176636
	Iteration 32Q: 3 clusters Score -4873314 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -4873527.000000 Penalty: 1027.176636
	Iteration 33Q: 3 clusters Score -4873527 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -4873682.500000 Penalty: 1027.176636
	Iteration 34Q: 3 clusters Score -4873682 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -4873850.500000 Penalty: 1027.176636
	Iteration 35Q: 3 clusters Score -4873850 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -4874008.500000 Penalty: 1027.176636
	Iteration 36Q: 3 clusters Score -4874008 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -4874160.000000 Penalty: 1027.176636
	Iteration 37Q: 3 clusters Score -4874160 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -4874274.500000 Penalty: 1027.176636
	Iteration 38Q: 3 clusters Score -4874274 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -4874442.500000 Penalty: 1027.176636
	Iteration 39Q: 3 clusters Score -4874442 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -4874569.500000 Penalty: 1027.176636
	Iteration 40F: 3 clusters Score -4874570 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -4874692.500000 Penalty: 1027.176636
	Iteration 41Q: 3 clusters Score -4874692 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -4874777.000000 Penalty: 1027.176636
	Iteration 42Q: 3 clusters Score -4874777 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -4874864.000000 Penalty: 1027.176636
	Iteration 43Q: 3 clusters Score -4874864 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -4874944.500000 Penalty: 1027.176636
	Iteration 44Q: 3 clusters Score -4874944 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -4875008.000000 Penalty: 1027.176636
	Iteration 45Q: 3 clusters Score -4875008 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -4875070.500000 Penalty: 1027.176636
	Iteration 46Q: 3 clusters Score -4875070 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -4875102.500000 Penalty: 1027.176636
	Iteration 47Q: 3 clusters Score -4875102 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -4875141.000000 Penalty: 1027.176636
	Iteration 48Q: 3 clusters Score -4875141 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -4875186.500000 Penalty: 1027.176636
	Iteration 49Q: 3 clusters Score -4875186 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -4875262.500000 Penalty: 1027.176636
	Iteration 50Q: 3 clusters Score -4875262 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -4875307.500000 Penalty: 1027.176636
	Iteration 51Q: 3 clusters Score -4875308 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -4875328.000000 Penalty: 1027.176636
	Iteration 52Q: 3 clusters Score -4875328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -4875355.000000 Penalty: 1027.176636
	Iteration 53Q: 3 clusters Score -4875355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -4875391.000000 Penalty: 1027.176636
	Iteration 54Q: 3 clusters Score -4875391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -4875414.000000 Penalty: 1027.176636
	Iteration 55Q: 3 clusters Score -4875414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -4875443.500000 Penalty: 1027.176636
	Iteration 56Q: 3 clusters Score -4875444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -4875463.500000 Penalty: 1027.176636
	Iteration 57Q: 3 clusters Score -4875464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -4875470.000000 Penalty: 1027.176636
	Iteration 58Q: 3 clusters Score -4875470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -4875468.500000 Penalty: 1027.176636
	Iteration 59Q: 3 clusters Score -4875468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -4875479.000000 Penalty: 1027.176636
	Iteration 60F: 3 clusters Score -4875479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -4875482.000000 Penalty: 1027.176636
	Iteration 61Q: 3 clusters Score -4875482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -4875489.000000 Penalty: 1027.176636
	Iteration 62Q: 3 clusters Score -4875489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -4875498.500000 Penalty: 1027.176636
	Iteration 63Q: 3 clusters Score -4875498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -4875504.000000 Penalty: 1027.176636
	Iteration 64Q: 3 clusters Score -4875504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -4875506.500000 Penalty: 1027.176636
	Iteration 65Q: 3 clusters Score -4875506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -4875500.500000 Penalty: 1027.176636
	Iteration 66Q: 3 clusters Score -4875500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -4875504.000000 Penalty: 1027.176636
	Iteration 67Q: 3 clusters Score -4875504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -4875505.500000 Penalty: 1027.176636
	Iteration 68Q: 3 clusters Score -4875506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -4875501.000000 Penalty: 1027.176636
	Iteration 69Q: 3 clusters Score -4875501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -4875501.000000 Penalty: 1027.176636
	Iteration 70F: 3 clusters Score -4875501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Entering Unmasked Estep 
Score: -5944870.500000 Penalty: 521.947998
	Iteration 0F: 2 clusters Score -5944870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -5884720.500000 Penalty: 1043.895996
	Iteration 0F: 3 clusters Score -5884720 nChanged 46961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -5916314.500000 Penalty: 1043.895996
	Iteration 1F: 3 clusters Score -5916314 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5921523.000000 Penalty: 1043.895996
	Iteration 2F: 3 clusters Score -5921523 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -5927863.500000 Penalty: 1043.895996
	Iteration 3F: 3 clusters Score -5927864 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5932744.500000 Penalty: 1043.895996
	Iteration 4F: 3 clusters Score -5932744 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -5934624.000000 Penalty: 1043.895996
	Iteration 5Q: 3 clusters Score -5934624 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5935339.000000 Penalty: 1043.895996
	Iteration 6Q: 3 clusters Score -5935339 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -5935935.000000 Penalty: 1043.895996
	Iteration 7Q: 3 clusters Score -5935935 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -5936465.000000 Penalty: 1043.895996
	Iteration 8Q: 3 clusters Score -5936465 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5937074.000000 Penalty: 1043.895996
	Iteration 9Q: 3 clusters Score -5937074 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -5937630.500000 Penalty: 1043.895996
	Iteration 10Q: 3 clusters Score -5937630 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -5938117.000000 Penalty: 1043.895996
	Iteration 11Q: 3 clusters Score -5938117 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -5938461.000000 Penalty: 1043.895996
	Iteration 12Q: 3 clusters Score -5938461 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5938837.000000 Penalty: 1043.895996
	Iteration 13Q: 3 clusters Score -5938837 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -5939093.000000 Penalty: 1043.895996
	Iteration 14Q: 3 clusters Score -5939093 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5939355.500000 Penalty: 1043.895996
	Iteration 15Q: 3 clusters Score -5939356 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5939527.500000 Penalty: 1043.895996
	Iteration 16Q: 3 clusters Score -5939528 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5939643.000000 Penalty: 1043.895996
	Iteration 17Q: 3 clusters Score -5939643 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5939650.000000 Penalty: 1043.895996
	Iteration 18Q: 3 clusters Score -5939650 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -5939661.500000 Penalty: 1043.895996
	Iteration 19Q: 3 clusters Score -5939662 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5940104.000000 Penalty: 1043.895996
	Iteration 20F: 3 clusters Score -5940104 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5940190.500000 Penalty: 1043.895996
	Iteration 21Q: 3 clusters Score -5940190 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -5940307.000000 Penalty: 1043.895996
	Iteration 22Q: 3 clusters Score -5940307 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -5940485.500000 Penalty: 1043.895996
	Iteration 23Q: 3 clusters Score -5940486 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5940500.000000 Penalty: 1043.895996
	Iteration 24Q: 3 clusters Score -5940500 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5940577.500000 Penalty: 1043.895996
	Iteration 25Q: 3 clusters Score -5940578 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5940612.500000 Penalty: 1043.895996
	Iteration 26Q: 3 clusters Score -5940612 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -5940641.000000 Penalty: 1043.895996
	Iteration 27Q: 3 clusters Score -5940641 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5940653.000000 Penalty: 1043.895996
	Iteration 28Q: 3 clusters Score -5940653 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5940700.500000 Penalty: 1043.895996
	Iteration 29Q: 3 clusters Score -5940700 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -5940841.000000 Penalty: 1043.895996
	Iteration 30Q: 3 clusters Score -5940841 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -5940919.000000 Penalty: 1043.895996
	Iteration 31Q: 3 clusters Score -5940919 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -5941041.000000 Penalty: 1043.895996
	Iteration 32Q: 3 clusters Score -5941041 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -5941166.000000 Penalty: 1043.895996
	Iteration 33Q: 3 clusters Score -5941166 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -5941278.000000 Penalty: 1043.895996
	Iteration 34Q: 3 clusters Score -5941278 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -5941353.500000 Penalty: 1043.895996
	Iteration 35Q: 3 clusters Score -5941354 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -5941394.500000 Penalty: 1043.895996
	Iteration 36Q: 3 clusters Score -5941394 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -5941421.500000 Penalty: 1043.895996
	Iteration 37Q: 3 clusters Score -5941422 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -5941460.000000 Penalty: 1043.895996
	Iteration 38Q: 3 clusters Score -5941460 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -5941491.500000 Penalty: 1043.895996
	Iteration 39Q: 3 clusters Score -5941492 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -5941475.000000 Penalty: 1043.895996
	Iteration 40F: 3 clusters Score -5941475 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -5941476.000000 Penalty: 1043.895996
	Iteration 41Q: 3 clusters Score -5941476 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -5941505.500000 Penalty: 1043.895996
	Iteration 42Q: 3 clusters Score -5941506 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -5941502.000000 Penalty: 1043.895996
	Iteration 43Q: 3 clusters Score -5941502 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -5941508.500000 Penalty: 1043.895996
	Iteration 44Q: 3 clusters Score -5941508 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -5941481.500000 Penalty: 1043.895996
	Iteration 45Q: 3 clusters Score -5941482 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -5941500.500000 Penalty: 1043.895996
	Iteration 46Q: 3 clusters Score -5941500 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -5941501.500000 Penalty: 1043.895996
	Iteration 47Q: 3 clusters Score -5941502 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -5941507.000000 Penalty: 1043.895996
	Iteration 48Q: 3 clusters Score -5941507 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -5941514.500000 Penalty: 1043.895996
	Iteration 49Q: 3 clusters Score -5941514 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -5941518.000000 Penalty: 1043.895996
	Iteration 50Q: 3 clusters Score -5941518 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -5941541.000000 Penalty: 1043.895996
	Iteration 51Q: 3 clusters Score -5941541 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -5941518.000000 Penalty: 1043.895996
	Iteration 52Q: 3 clusters Score -5941518 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -5941499.000000 Penalty: 1043.895996
	Iteration 53Q: 3 clusters Score -5941499 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -5941507.000000 Penalty: 1043.895996
	Iteration 54Q: 3 clusters Score -5941507 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -5941503.500000 Penalty: 1043.895996
	Iteration 55Q: 3 clusters Score -5941504 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -5941487.000000 Penalty: 1043.895996
	Iteration 56Q: 3 clusters Score -5941487 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -5941479.500000 Penalty: 1043.895996
	Iteration 57Q: 3 clusters Score -5941480 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -5941498.000000 Penalty: 1043.895996
	Iteration 58Q: 3 clusters Score -5941498 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -5941475.500000 Penalty: 1043.895996
	Iteration 59Q: 3 clusters Score -5941476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -5941540.000000 Penalty: 1043.895996
	Iteration 60F: 3 clusters Score -5941540 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -5941618.000000 Penalty: 1043.895996
	Iteration 61Q: 3 clusters Score -5941618 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -5941608.500000 Penalty: 1043.895996
	Iteration 62Q: 3 clusters Score -5941608 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -5941636.000000 Penalty: 1043.895996
	Iteration 63Q: 3 clusters Score -5941636 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -5941719.500000 Penalty: 1043.895996
	Iteration 64Q: 3 clusters Score -5941720 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -5941819.500000 Penalty: 1043.895996
	Iteration 65Q: 3 clusters Score -5941820 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -5941897.500000 Penalty: 1043.895996
	Iteration 66Q: 3 clusters Score -5941898 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -5942057.500000 Penalty: 1043.895996
	Iteration 67Q: 3 clusters Score -5942058 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -5942390.500000 Penalty: 1043.895996
	Iteration 68Q: 3 clusters Score -5942390 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -5942703.500000 Penalty: 1043.895996
	Iteration 69Q: 3 clusters Score -5942704 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -5942995.500000 Penalty: 1043.895996
	Iteration 70Q: 3 clusters Score -5942996 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -5943261.000000 Penalty: 1043.895996
	Iteration 71Q: 3 clusters Score -5943261 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -5943462.000000 Penalty: 1043.895996
	Iteration 72Q: 3 clusters Score -5943462 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -5943646.500000 Penalty: 1043.895996
	Iteration 73Q: 3 clusters Score -5943646 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -5943816.000000 Penalty: 1043.895996
	Iteration 74Q: 3 clusters Score -5943816 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -5943949.500000 Penalty: 1043.895996
	Iteration 75Q: 3 clusters Score -5943950 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -5944097.500000 Penalty: 1043.895996
	Iteration 76Q: 3 clusters Score -5944098 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -5944204.500000 Penalty: 1043.895996
	Iteration 77Q: 3 clusters Score -5944204 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -5944288.500000 Penalty: 1043.895996
	Iteration 78Q: 3 clusters Score -5944288 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -5944316.500000 Penalty: 1043.895996
	Iteration 79Q: 3 clusters Score -5944316 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -5944378.000000 Penalty: 1043.895996
	Iteration 80F: 3 clusters Score -5944378 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -5944411.500000 Penalty: 1043.895996
	Iteration 81Q: 3 clusters Score -5944412 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -5944504.500000 Penalty: 1043.895996
	Iteration 82Q: 3 clusters Score -5944504 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -5944522.000000 Penalty: 1043.895996
	Iteration 83Q: 3 clusters Score -5944522 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -5944528.500000 Penalty: 1043.895996
	Iteration 84Q: 3 clusters Score -5944528 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5944582 nChanged 337
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 89801 members 
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Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 90034 members 
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Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 90220 members 
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Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 90393 members 
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 90542 members 
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Mstep: Class 1 contains 5027 members 
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Mstep: Class 1 contains 4826 members 
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Mstep: Class 1 contains 4735 members 
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Mstep: Class 2 contains 91284 members 
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Mstep: Class 1 contains 4470 members 
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Mstep: Class 1 contains 4381 members 
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Mstep: Class 2 contains 91641 members 
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Mstep: Class 1 contains 4103 members 
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Mstep: Class 1 contains 4057 members 
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Mstep: Class 1 contains 4016 members 
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Mstep: Class 1 contains 3966 members 
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Mstep: Class 1 contains 3921 members 
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Mstep: Class 1 contains 3897 members 
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Mstep: Class 1 contains 3857 members 
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Mstep: Class 1 contains 3812 members 
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Mstep: Class 1 contains 3756 members 
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Mstep: Class 1 contains 3664 members 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 92300 members 
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Mstep: Class 1 contains 3602 members 
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Mstep: Class 1 contains 3576 members 
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Mstep: Class 1 contains 3547 members 
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Mstep: Class 1 contains 3425 members 
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Mstep: Class 1 contains 3390 members 
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Mstep: Class 1 contains 3350 members 
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Mstep: Class 2 contains 92646 members 
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Mstep: Class 1 contains 3257 members 
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Mstep: Class 1 contains 3185 members 
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Mstep: Class 1 contains 3153 members 
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Mstep: Class 1 contains 2991 members 
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	Iteration 159Q: 3 clusters Score -5944872 nChanged 9
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	Iteration 160F: 3 clusters Score -5944880 nChanged 8
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	Iteration 174F: 3 clusters Score -5944889 nChanged 0
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Mstep: Class 1 contains 1478 members 
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Mstep: Class 6 contains 227 members 
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Mstep: Class 12 contains 81934 members 
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Mstep: Class 17 contains 89361 members 
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Mstep: Class 19 contains 140 members 
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Mstep: Class 22 contains 97940 members 
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Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Entering Unmasked Estep 
Score: -53298504.000000 Penalty: 46778.664062
Splitting cluster 3 changes total score from -53298368.000000 to -53298504.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 4 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -135220.890625 Penalty: 349.531982
	Iteration 0F: 2 clusters Score -135220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -133685.500000 Penalty: 699.063965
	Iteration 0F: 3 clusters Score -133685.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -134176.031250 Penalty: 699.063965
	Iteration 1F: 3 clusters Score -134176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -134232.468750 Penalty: 699.063965
	Iteration 2F: 3 clusters Score -134232.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -134286.250000 Penalty: 699.063965
	Iteration 3Q: 3 clusters Score -134286.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -134342.906250 Penalty: 699.063965
	Iteration 4Q: 3 clusters Score -134342.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -134420.171875 Penalty: 699.063965
	Iteration 5Q: 3 clusters Score -134420.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -134546.515625 Penalty: 699.063965
	Iteration 6F: 3 clusters Score -134546.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -134667.328125 Penalty: 699.063965
	Iteration 7F: 3 clusters Score -134667.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -134764.562500 Penalty: 699.063965
	Iteration 8F: 3 clusters Score -134764.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -134825.546875 Penalty: 699.063965
	Iteration 9Q: 3 clusters Score -134825.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -134880.078125 Penalty: 699.063965
	Iteration 10Q: 3 clusters Score -134880.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -134913.500000 Penalty: 699.063965
	Iteration 11Q: 3 clusters Score -134913.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -134931.937500 Penalty: 699.063965
	Iteration 12Q: 3 clusters Score -134931.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -134944.562500 Penalty: 699.063965
	Iteration 13Q: 3 clusters Score -134944.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -134955.281250 Penalty: 699.063965
	Iteration 14Q: 3 clusters Score -134955.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -134970.171875 Penalty: 699.063965
	Iteration 15Q: 3 clusters Score -134970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -134980.843750 Penalty: 699.063965
	Iteration 16Q: 3 clusters Score -134980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -134984.484375 Penalty: 699.063965
	Iteration 17Q: 3 clusters Score -134984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -134986.656250 Penalty: 699.063965
	Iteration 18Q: 3 clusters Score -134986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -134988.437500 Penalty: 699.063965
	Iteration 19Q: 3 clusters Score -134988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -134988.750000 Penalty: 699.063965
	Iteration 20F: 3 clusters Score -134988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -134988.812500 Penalty: 699.063965
	Iteration 21Q: 3 clusters Score -134988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -134989.000000 Penalty: 699.063965
	Iteration 22Q: 3 clusters Score -134989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -134989.109375 Penalty: 699.063965
	Iteration 23Q: 3 clusters Score -134989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -134989.515625 Penalty: 699.063965
	Iteration 24Q: 3 clusters Score -134989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -134989.828125 Penalty: 699.063965
	Iteration 25Q: 3 clusters Score -134989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -134990.312500 Penalty: 699.063965
	Iteration 26Q: 3 clusters Score -134990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -134990.453125 Penalty: 699.063965
	Iteration 27Q: 3 clusters Score -134990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -134990.453125 Penalty: 699.063965
	Iteration 28F: 3 clusters Score -134990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26353.423828 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -26353.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25922.611328 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -25922.61 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26060.175781 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -26060.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26101.363281 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -26101.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26141.365234 Penalty: 549.228821
	Iteration 3Q: 3 clusters Score -26141.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26167.771484 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -26167.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26183.460938 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -26183.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26207.871094 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -26207.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26219.988281 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -26219.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26232.205078 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -26232.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26241.140625 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -26241.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26249.664062 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -26249.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26262.546875 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -26262.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26271.568359 Penalty: 549.228821
	Iteration 12Q: 3 clusters Score -26271.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26274.951172 Penalty: 549.228821
	Iteration 13Q: 3 clusters Score -26274.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26276.232422 Penalty: 549.228821
	Iteration 14Q: 3 clusters Score -26276.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26277.177734 Penalty: 549.228821
	Iteration 15Q: 3 clusters Score -26277.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26277.494141 Penalty: 549.228821
	Iteration 16Q: 3 clusters Score -26277.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26278.136719 Penalty: 549.228821
	Iteration 17Q: 3 clusters Score -26278.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26278.671875 Penalty: 549.228821
	Iteration 18F: 3 clusters Score -26278.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26281.007812 Penalty: 549.228821
	Iteration 19Q: 3 clusters Score -26281.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26282.744141 Penalty: 549.228821
	Iteration 20F: 3 clusters Score -26282.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26283.195312 Penalty: 549.228821
	Iteration 21Q: 3 clusters Score -26283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26285.705078 Penalty: 549.228821
	Iteration 22Q: 3 clusters Score -26285.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26286.072266 Penalty: 549.228821
	Iteration 23Q: 3 clusters Score -26286.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26286.072266 Penalty: 549.228821
	Iteration 24F: 3 clusters Score -26286.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -12981.668945 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -12981.67 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 128 members 
Entering Unmasked Estep 
Score: -12693.917969 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -12693.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12825.679688 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -12825.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12865.117188 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -12865.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12888.997070 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -12889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12895.176758 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -12895.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12897.980469 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -12897.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12901.035156 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -12901.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12907.522461 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -12907.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12911.027344 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -12911.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12911.967773 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -12911.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12925.781250 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -12925.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12930.227539 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -12930.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12931.438477 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -12931.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12931.438477 Penalty: 493.670471
	Iteration 13F: 3 clusters Score -12931.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Entering Unmasked Estep 
Score: -4624509.000000 Penalty: 510.589325
	Iteration 0F: 2 clusters Score -4624509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4574223.000000 Penalty: 1021.178650
	Iteration 0F: 3 clusters Score -4574223 nChanged 36443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4595660.000000 Penalty: 1021.178650
	Iteration 1F: 3 clusters Score -4595660 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4596478.000000 Penalty: 1021.178650
	Iteration 2Q: 3 clusters Score -4596478 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4598035.000000 Penalty: 1021.178650
	Iteration 3Q: 3 clusters Score -4598035 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4600876.000000 Penalty: 1021.178650
	Iteration 4F: 3 clusters Score -4600876 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4605733.000000 Penalty: 1021.178650
	Iteration 5F: 3 clusters Score -4605733 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4612726.000000 Penalty: 1021.178650
	Iteration 6F: 3 clusters Score -4612726 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4619521.500000 Penalty: 1021.178650
	Iteration 7F: 3 clusters Score -4619522 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4622166.500000 Penalty: 1021.178650
	Iteration 8Q: 3 clusters Score -4622166 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4622890.500000 Penalty: 1021.178650
	Iteration 9Q: 3 clusters Score -4622890 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4623174.000000 Penalty: 1021.178650
	Iteration 10Q: 3 clusters Score -4623174 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4623308.500000 Penalty: 1021.178650
	Iteration 11Q: 3 clusters Score -4623308 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4623403.500000 Penalty: 1021.178650
	Iteration 12Q: 3 clusters Score -4623404 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4623628 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4623629.500000 Penalty: 1021.178650
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4623640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4623666 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4623669.500000 Penalty: 1021.178650
	Iteration 23Q: 3 clusters Score -4623670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4623690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4623690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4623692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4623693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4623699.500000 Penalty: 1021.178650
	Iteration 28Q: 3 clusters Score -4623700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4623720.000000 Penalty: 1021.178650
	Iteration 29Q: 3 clusters Score -4623720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4623718.500000 Penalty: 1021.178650
	Iteration 30Q: 3 clusters Score -4623718 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4623726.500000 Penalty: 1021.178650
	Iteration 31Q: 3 clusters Score -4623726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4623732.500000 Penalty: 1021.178650
	Iteration 32Q: 3 clusters Score -4623732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4623748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4623740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4623753.000000 Penalty: 1021.178650
	Iteration 35Q: 3 clusters Score -4623753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4623764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4623771.500000 Penalty: 1021.178650
	Iteration 37Q: 3 clusters Score -4623772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4623776.000000 Penalty: 1021.178650
	Iteration 38Q: 3 clusters Score -4623776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4623786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4623793.000000 Penalty: 1021.178650
	Iteration 40F: 3 clusters Score -4623793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4623794 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -4623813.000000 Penalty: 1021.178650
	Iteration 42Q: 3 clusters Score -4623813 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4623800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4623804.000000 Penalty: 1021.178650
	Iteration 44Q: 3 clusters Score -4623804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4623810.000000 Penalty: 1021.178650
	Iteration 45Q: 3 clusters Score -4623810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4623818.500000 Penalty: 1021.178650
	Iteration 46Q: 3 clusters Score -4623818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4623817.000000 Penalty: 1021.178650
	Iteration 47Q: 3 clusters Score -4623817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4623819.500000 Penalty: 1021.178650
	Iteration 48Q: 3 clusters Score -4623820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4623824.000000 Penalty: 1021.178650
	Iteration 49Q: 3 clusters Score -4623824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4623836.000000 Penalty: 1021.178650
	Iteration 50Q: 3 clusters Score -4623836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4623839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4623843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4623843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4623845.000000 Penalty: 1021.178650
	Iteration 54Q: 3 clusters Score -4623845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4623847.500000 Penalty: 1021.178650
	Iteration 55Q: 3 clusters Score -4623848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4623859.500000 Penalty: 1021.178650
	Iteration 56Q: 3 clusters Score -4623860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4623860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4623859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4623870.500000 Penalty: 1021.178650
	Iteration 59Q: 3 clusters Score -4623870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4623878.000000 Penalty: 1021.178650
	Iteration 60F: 3 clusters Score -4623878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4623878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4623870 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4623867 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4623864 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4623871 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63720 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4623886 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63789 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4623890 nChanged 71
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Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4623900 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4623908 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4623900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4623892.500000 Penalty: 1021.178650
	Iteration 71Q: 3 clusters Score -4623892 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4623898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4623894 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4623894 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4623902.000000 Penalty: 1021.178650
	Iteration 75Q: 3 clusters Score -4623902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4623900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4623892 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4623909.000000 Penalty: 1021.178650
	Iteration 78Q: 3 clusters Score -4623909 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4623914.500000 Penalty: 1021.178650
	Iteration 79Q: 3 clusters Score -4623914 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4623919.000000 Penalty: 1021.178650
	Iteration 80F: 3 clusters Score -4623919 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4623933.500000 Penalty: 1021.178650
	Iteration 81Q: 3 clusters Score -4623934 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4623931.000000 Penalty: 1021.178650
	Iteration 82Q: 3 clusters Score -4623931 nChanged 84
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Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4623946 nChanged 77
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Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4623946 nChanged 84
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Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4623949.500000 Penalty: 1021.178650
	Iteration 85Q: 3 clusters Score -4623950 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4623962 nChanged 103
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Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4623961 nChanged 97
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Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4623958 nChanged 89
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Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4623966 nChanged 102
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Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4623983 nChanged 104
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Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4623981 nChanged 92
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Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4623992 nChanged 79
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Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4624013 nChanged 58
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Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4624009 nChanged 41
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Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4624004 nChanged 31
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Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4624006 nChanged 34
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Mstep: Class 1 contains 65931 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4624000 nChanged 38
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Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4624007 nChanged 35
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Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4624004 nChanged 34
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Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4624006 nChanged 28
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Mstep: Class 1 contains 66066 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4624007 nChanged 25
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Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4624005 nChanged 29
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Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4624000 nChanged 27
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Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4624006 nChanged 32
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Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4624008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4624001.000000 Penalty: 1021.178650
	Iteration 106Q: 3 clusters Score -4624001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -4624010.000000 Penalty: 1021.178650
	Iteration 107Q: 3 clusters Score -4624010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4623999.500000 Penalty: 1021.178650
	Iteration 108Q: 3 clusters Score -4624000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4624005.500000 Penalty: 1021.178650
	Iteration 109Q: 3 clusters Score -4624006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4623996.500000 Penalty: 1021.178650
	Iteration 110Q: 3 clusters Score -4623996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4623996.500000 Penalty: 1021.178650
	Iteration 111Q: 3 clusters Score -4623996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4623996.500000 Penalty: 1021.178650
	Iteration 112Q: 3 clusters Score -4623996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4623999.000000 Penalty: 1021.178650
	Iteration 113Q: 3 clusters Score -4623999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4624006.000000 Penalty: 1021.178650
	Iteration 114Q: 3 clusters Score -4624006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -4624000.500000 Penalty: 1021.178650
	Iteration 115Q: 3 clusters Score -4624000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4624009.500000 Penalty: 1021.178650
	Iteration 116Q: 3 clusters Score -4624010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4624009.500000 Penalty: 1021.178650
	Iteration 117Q: 3 clusters Score -4624010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -4624010.500000 Penalty: 1021.178650
	Iteration 118Q: 3 clusters Score -4624010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4624008.500000 Penalty: 1021.178650
	Iteration 119Q: 3 clusters Score -4624008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -4624007.500000 Penalty: 1021.178650
	Iteration 120F: 3 clusters Score -4624008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4624003.500000 Penalty: 1021.178650
	Iteration 121Q: 3 clusters Score -4624004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4624020.500000 Penalty: 1021.178650
	Iteration 122Q: 3 clusters Score -4624020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4624019.500000 Penalty: 1021.178650
	Iteration 123Q: 3 clusters Score -4624020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -4624014.000000 Penalty: 1021.178650
	Iteration 124Q: 3 clusters Score -4624014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4624013.500000 Penalty: 1021.178650
	Iteration 125Q: 3 clusters Score -4624014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4624011.500000 Penalty: 1021.178650
	Iteration 126Q: 3 clusters Score -4624012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4624012.500000 Penalty: 1021.178650
	Iteration 127Q: 3 clusters Score -4624012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4624022.000000 Penalty: 1021.178650
	Iteration 128Q: 3 clusters Score -4624022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4624020.500000 Penalty: 1021.178650
	Iteration 129Q: 3 clusters Score -4624020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -4624022.000000 Penalty: 1021.178650
	Iteration 130Q: 3 clusters Score -4624022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4624020.500000 Penalty: 1021.178650
	Iteration 131Q: 3 clusters Score -4624020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4624029.000000 Penalty: 1021.178650
	Iteration 132Q: 3 clusters Score -4624029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -4624022.500000 Penalty: 1021.178650
	Iteration 133Q: 3 clusters Score -4624022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4624026.000000 Penalty: 1021.178650
	Iteration 134Q: 3 clusters Score -4624026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4624028.500000 Penalty: 1021.178650
	Iteration 135Q: 3 clusters Score -4624028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4624028.500000 Penalty: 1021.178650
	Iteration 136Q: 3 clusters Score -4624028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4624029.000000 Penalty: 1021.178650
	Iteration 137Q: 3 clusters Score -4624029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -4624026.500000 Penalty: 1021.178650
	Iteration 138Q: 3 clusters Score -4624026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4624034.000000 Penalty: 1021.178650
	Iteration 139Q: 3 clusters Score -4624034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4624028.000000 Penalty: 1021.178650
	Iteration 140F: 3 clusters Score -4624028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4624024.500000 Penalty: 1021.178650
	Iteration 141Q: 3 clusters Score -4624024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -4624024.000000 Penalty: 1021.178650
	Iteration 142Q: 3 clusters Score -4624024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4624031.500000 Penalty: 1021.178650
	Iteration 143Q: 3 clusters Score -4624032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4624033.500000 Penalty: 1021.178650
	Iteration 144Q: 3 clusters Score -4624034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4624032.000000 Penalty: 1021.178650
	Iteration 145Q: 3 clusters Score -4624032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4624036.000000 Penalty: 1021.178650
	Iteration 146Q: 3 clusters Score -4624036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4624032.000000 Penalty: 1021.178650
	Iteration 147Q: 3 clusters Score -4624032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4624033.000000 Penalty: 1021.178650
	Iteration 148Q: 3 clusters Score -4624033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4624039.500000 Penalty: 1021.178650
	Iteration 149Q: 3 clusters Score -4624040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4624039.500000 Penalty: 1021.178650
	Iteration 150Q: 3 clusters Score -4624040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4624036.500000 Penalty: 1021.178650
	Iteration 151Q: 3 clusters Score -4624036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4624036.500000 Penalty: 1021.178650
	Iteration 152Q: 3 clusters Score -4624036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4624038.000000 Penalty: 1021.178650
	Iteration 153Q: 3 clusters Score -4624038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4624039.000000 Penalty: 1021.178650
	Iteration 154Q: 3 clusters Score -4624039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4624041.000000 Penalty: 1021.178650
	Iteration 155Q: 3 clusters Score -4624041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4624041.000000 Penalty: 1021.178650
	Iteration 156Q: 3 clusters Score -4624041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4624041.500000 Penalty: 1021.178650
	Iteration 157Q: 3 clusters Score -4624042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4624041.500000 Penalty: 1021.178650
	Iteration 158F: 3 clusters Score -4624042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -59392.882812 Penalty: 314.257355
	Iteration 0F: 2 clusters Score -59392.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58602.316406 Penalty: 628.514709
	Iteration 0F: 3 clusters Score -58602.32 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58891.777344 Penalty: 628.514709
	Iteration 1F: 3 clusters Score -58891.78 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -58965.003906 Penalty: 628.514709
	Iteration 2F: 3 clusters Score -58965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -59014.632812 Penalty: 628.514709
	Iteration 3F: 3 clusters Score -59014.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59064.304688 Penalty: 628.514709
	Iteration 4F: 3 clusters Score -59064.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59103.933594 Penalty: 628.514709
	Iteration 5Q: 3 clusters Score -59103.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -59126.296875 Penalty: 628.514709
	Iteration 6Q: 3 clusters Score -59126.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59146.363281 Penalty: 628.514709
	Iteration 7Q: 3 clusters Score -59146.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59158.640625 Penalty: 628.514709
	Iteration 8Q: 3 clusters Score -59158.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59169.917969 Penalty: 628.514709
	Iteration 9Q: 3 clusters Score -59169.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59179.140625 Penalty: 628.514709
	Iteration 10Q: 3 clusters Score -59179.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59194.808594 Penalty: 628.514709
	Iteration 11Q: 3 clusters Score -59194.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59211.750000 Penalty: 628.514709
	Iteration 12Q: 3 clusters Score -59211.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59226.121094 Penalty: 628.514709
	Iteration 13Q: 3 clusters Score -59226.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59237.933594 Penalty: 628.514709
	Iteration 14Q: 3 clusters Score -59237.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59244.421875 Penalty: 628.514709
	Iteration 15Q: 3 clusters Score -59244.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59248.226562 Penalty: 628.514709
	Iteration 16Q: 3 clusters Score -59248.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59253.777344 Penalty: 628.514709
	Iteration 17Q: 3 clusters Score -59253.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59261.492188 Penalty: 628.514709
	Iteration 18Q: 3 clusters Score -59261.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59267.910156 Penalty: 628.514709
	Iteration 19Q: 3 clusters Score -59267.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59270.832031 Penalty: 628.514709
	Iteration 20F: 3 clusters Score -59270.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59271.558594 Penalty: 628.514709
	Iteration 21Q: 3 clusters Score -59271.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59272.687500 Penalty: 628.514709
	Iteration 22Q: 3 clusters Score -59272.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59272.781250 Penalty: 628.514709
	Iteration 23Q: 3 clusters Score -59272.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59273.050781 Penalty: 628.514709
	Iteration 24Q: 3 clusters Score -59273.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59273.050781 Penalty: 628.514709
	Iteration 25F: 3 clusters Score -59273.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -31074.398438 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -31074.4 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 252 members 
Entering Unmasked Estep 
Score: -30608.402344 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -30608.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30740.560547 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -30740.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30796.023438 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -30796.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30828.519531 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -30828.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30851.531250 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -30851.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30871.841797 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -30871.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30894.187500 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -30894.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30909.589844 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -30909.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30915.263672 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -30915.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30918.103516 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -30918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30918.638672 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -30918.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30921.769531 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -30921.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30925.058594 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -30925.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30928.236328 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -30928.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30933.662109 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -30933.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30937.130859 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -30937.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30939.591797 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -30939.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30942.125000 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -30942.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30945.839844 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -30945.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30950.195312 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -30950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30954.281250 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -30954.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30957.134766 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -30957.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30959.714844 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -30959.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30961.652344 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -30961.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30964.152344 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -30964.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30964.152344 Penalty: 563.132019
	Iteration 25F: 3 clusters Score -30964.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 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 160 members 
Entering Unmasked Estep 
Score: -19746.376953 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19746.38 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19822.873047 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19822.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19847.083984 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19847.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19862.833984 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19862.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19872.925781 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19872.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19879.978516 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19879.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19887.628906 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19887.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19895.117188 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19895.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19911.171875 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19911.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19920.650391 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19920.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19932.134766 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19932.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19935.308594 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19935.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19939.324219 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19939.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19941.363281 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19941.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19944.443359 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -19944.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19948.203125 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -19948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19950.300781 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -19950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19954.052734 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -19954.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19954.833984 Penalty: 522.904541
	Iteration 18Q: 3 clusters Score -19954.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19955.078125 Penalty: 522.904541
	Iteration 19Q: 3 clusters Score -19955.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19955.078125 Penalty: 522.904541
	Iteration 20F: 3 clusters Score -19955.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -9200.619141 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9200.619 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 91 members 
Entering Unmasked Estep 
Score: -8923.278320 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8923.278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8993.300781 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8993.301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9011.814453 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -9011.814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9030.038086 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -9030.038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9039.120117 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -9039.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9048.427734 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9048.428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9057.079102 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -9057.079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9062.881836 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -9062.882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9071.971680 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -9071.972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9076.770508 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -9076.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9076.770508 Penalty: 476.030884
	Iteration 10F: 3 clusters Score -9076.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Entering Unmasked Estep 
Score: -5031852.000000 Penalty: 514.771973
	Iteration 0F: 2 clusters Score -5031852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -4976639.500000 Penalty: 1029.543945
	Iteration 0F: 3 clusters Score -4976640 nChanged 39890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5001323.500000 Penalty: 1029.543945
	Iteration 1F: 3 clusters Score -5001324 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5002858.500000 Penalty: 1029.543945
	Iteration 2Q: 3 clusters Score -5002858 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5005281.000000 Penalty: 1029.543945
	Iteration 3F: 3 clusters Score -5005281 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5009144.000000 Penalty: 1029.543945
	Iteration 4F: 3 clusters Score -5009144 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -5014781.000000 Penalty: 1029.543945
	Iteration 5F: 3 clusters Score -5014781 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -5020909.000000 Penalty: 1029.543945
	Iteration 6F: 3 clusters Score -5020909 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -5024253.500000 Penalty: 1029.543945
	Iteration 7F: 3 clusters Score -5024254 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5025293.500000 Penalty: 1029.543945
	Iteration 8Q: 3 clusters Score -5025294 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5025746.000000 Penalty: 1029.543945
	Iteration 9Q: 3 clusters Score -5025746 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5026044.500000 Penalty: 1029.543945
	Iteration 10Q: 3 clusters Score -5026044 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5026267.500000 Penalty: 1029.543945
	Iteration 11Q: 3 clusters Score -5026268 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5026477.500000 Penalty: 1029.543945
	Iteration 12Q: 3 clusters Score -5026478 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5026651.000000 Penalty: 1029.543945
	Iteration 13Q: 3 clusters Score -5026651 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5026813.000000 Penalty: 1029.543945
	Iteration 14Q: 3 clusters Score -5026813 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5026914.500000 Penalty: 1029.543945
	Iteration 15Q: 3 clusters Score -5026914 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5027021.000000 Penalty: 1029.543945
	Iteration 16Q: 3 clusters Score -5027021 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -5027124.500000 Penalty: 1029.543945
	Iteration 17Q: 3 clusters Score -5027124 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5027196.000000 Penalty: 1029.543945
	Iteration 18Q: 3 clusters Score -5027196 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5027305.500000 Penalty: 1029.543945
	Iteration 19Q: 3 clusters Score -5027306 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5027414.500000 Penalty: 1029.543945
	Iteration 20F: 3 clusters Score -5027414 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5027524.500000 Penalty: 1029.543945
	Iteration 21Q: 3 clusters Score -5027524 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5027633.000000 Penalty: 1029.543945
	Iteration 22Q: 3 clusters Score -5027633 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5027762.500000 Penalty: 1029.543945
	Iteration 23Q: 3 clusters Score -5027762 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -5027855.500000 Penalty: 1029.543945
	Iteration 24Q: 3 clusters Score -5027856 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5027994.500000 Penalty: 1029.543945
	Iteration 25Q: 3 clusters Score -5027994 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5028113.500000 Penalty: 1029.543945
	Iteration 26Q: 3 clusters Score -5028114 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5028198.000000 Penalty: 1029.543945
	Iteration 27Q: 3 clusters Score -5028198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5028291.000000 Penalty: 1029.543945
	Iteration 28Q: 3 clusters Score -5028291 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5028369.000000 Penalty: 1029.543945
	Iteration 29Q: 3 clusters Score -5028369 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5028467.500000 Penalty: 1029.543945
	Iteration 30Q: 3 clusters Score -5028468 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -5028569.500000 Penalty: 1029.543945
	Iteration 31Q: 3 clusters Score -5028570 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5028639.500000 Penalty: 1029.543945
	Iteration 32Q: 3 clusters Score -5028640 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5028728.000000 Penalty: 1029.543945
	Iteration 33Q: 3 clusters Score -5028728 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5028806.000000 Penalty: 1029.543945
	Iteration 34Q: 3 clusters Score -5028806 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5028870.000000 Penalty: 1029.543945
	Iteration 35Q: 3 clusters Score -5028870 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5028910.500000 Penalty: 1029.543945
	Iteration 36Q: 3 clusters Score -5028910 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -5028960.000000 Penalty: 1029.543945
	Iteration 37Q: 3 clusters Score -5028960 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -5029002.500000 Penalty: 1029.543945
	Iteration 38Q: 3 clusters Score -5029002 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5029064.500000 Penalty: 1029.543945
	Iteration 39Q: 3 clusters Score -5029064 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5029109.500000 Penalty: 1029.543945
	Iteration 40F: 3 clusters Score -5029110 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5029150.000000 Penalty: 1029.543945
	Iteration 41Q: 3 clusters Score -5029150 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -5029197.000000 Penalty: 1029.543945
	Iteration 42Q: 3 clusters Score -5029197 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5030153 nChanged 177
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Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5030242 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75035 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75249 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 6587 members 
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Mstep: Class 1 contains 75445 members 
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Mstep: Class 1 contains 75559 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 6153 members 
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Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 6065 members 
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Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76177 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76243 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76328 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76420 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5030840 nChanged 67
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Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 5184 members 
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Mstep: Class 1 contains 76844 members 
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Mstep: Class 1 contains 76935 members 
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Mstep: Class 1 contains 77032 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77142 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77237 members 
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Mstep: Class 1 contains 77335 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 4520 members 
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	Iteration 101Q: 3 clusters Score -5030958 nChanged 75
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Mstep: Class 1 contains 77489 members 
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Mstep: Class 1 contains 77549 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77775 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5031020 nChanged 87
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Mstep: Class 1 contains 77862 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78056 members 
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Mstep: Class 1 contains 78275 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 1925 members 
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	Iteration 133Q: 3 clusters Score -5031376 nChanged 56
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Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5031386.500000 Penalty: 1029.543945
	Iteration 136Q: 3 clusters Score -5031386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5031402.500000 Penalty: 1029.543945
	Iteration 137Q: 3 clusters Score -5031402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5031399.000000 Penalty: 1029.543945
	Iteration 138Q: 3 clusters Score -5031399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5031410.000000 Penalty: 1029.543945
	Iteration 139Q: 3 clusters Score -5031410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5031412.000000 Penalty: 1029.543945
	Iteration 140F: 3 clusters Score -5031412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5031413.000000 Penalty: 1029.543945
	Iteration 141Q: 3 clusters Score -5031413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5031416.000000 Penalty: 1029.543945
	Iteration 142Q: 3 clusters Score -5031416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5031420.500000 Penalty: 1029.543945
	Iteration 143Q: 3 clusters Score -5031420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5031428.500000 Penalty: 1029.543945
	Iteration 144Q: 3 clusters Score -5031428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5031437.000000 Penalty: 1029.543945
	Iteration 145Q: 3 clusters Score -5031437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5031432.500000 Penalty: 1029.543945
	Iteration 146Q: 3 clusters Score -5031432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80787 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5031444.500000 Penalty: 1029.543945
	Iteration 147Q: 3 clusters Score -5031444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5031444.000000 Penalty: 1029.543945
	Iteration 148Q: 3 clusters Score -5031444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5031452.000000 Penalty: 1029.543945
	Iteration 149Q: 3 clusters Score -5031452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5031448.500000 Penalty: 1029.543945
	Iteration 150Q: 3 clusters Score -5031448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5031460.500000 Penalty: 1029.543945
	Iteration 151Q: 3 clusters Score -5031460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5031460.500000 Penalty: 1029.543945
	Iteration 152Q: 3 clusters Score -5031460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5031467.000000 Penalty: 1029.543945
	Iteration 153Q: 3 clusters Score -5031467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5031469.000000 Penalty: 1029.543945
	Iteration 154Q: 3 clusters Score -5031469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5031476.000000 Penalty: 1029.543945
	Iteration 155Q: 3 clusters Score -5031476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5031479.500000 Penalty: 1029.543945
	Iteration 156Q: 3 clusters Score -5031480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5031481.500000 Penalty: 1029.543945
	Iteration 157Q: 3 clusters Score -5031482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5031482.000000 Penalty: 1029.543945
	Iteration 158Q: 3 clusters Score -5031482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5031484.500000 Penalty: 1029.543945
	Iteration 159Q: 3 clusters Score -5031484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5031486.000000 Penalty: 1029.543945
	Iteration 160F: 3 clusters Score -5031486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5031486.500000 Penalty: 1029.543945
	Iteration 161Q: 3 clusters Score -5031486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5031483.000000 Penalty: 1029.543945
	Iteration 162Q: 3 clusters Score -5031483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5031481.000000 Penalty: 1029.543945
	Iteration 163Q: 3 clusters Score -5031481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5031475.500000 Penalty: 1029.543945
	Iteration 164Q: 3 clusters Score -5031476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5031478.500000 Penalty: 1029.543945
	Iteration 165Q: 3 clusters Score -5031478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5031480.500000 Penalty: 1029.543945
	Iteration 166Q: 3 clusters Score -5031480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5031471.500000 Penalty: 1029.543945
	Iteration 167Q: 3 clusters Score -5031472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5031482.000000 Penalty: 1029.543945
	Iteration 168Q: 3 clusters Score -5031482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5031491.500000 Penalty: 1029.543945
	Iteration 169Q: 3 clusters Score -5031492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5031492.000000 Penalty: 1029.543945
	Iteration 170Q: 3 clusters Score -5031492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5031500.000000 Penalty: 1029.543945
	Iteration 171Q: 3 clusters Score -5031500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5031497.500000 Penalty: 1029.543945
	Iteration 172Q: 3 clusters Score -5031498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5031497.000000 Penalty: 1029.543945
	Iteration 173Q: 3 clusters Score -5031497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5031493.500000 Penalty: 1029.543945
	Iteration 174Q: 3 clusters Score -5031494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5031490.000000 Penalty: 1029.543945
	Iteration 175Q: 3 clusters Score -5031490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5031499.000000 Penalty: 1029.543945
	Iteration 176Q: 3 clusters Score -5031499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5031501.500000 Penalty: 1029.543945
	Iteration 177Q: 3 clusters Score -5031502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5031508.500000 Penalty: 1029.543945
	Iteration 178Q: 3 clusters Score -5031508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5031510.500000 Penalty: 1029.543945
	Iteration 179Q: 3 clusters Score -5031510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5031508.500000 Penalty: 1029.543945
	Iteration 180F: 3 clusters Score -5031508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5031516.000000 Penalty: 1029.543945
	Iteration 181Q: 3 clusters Score -5031516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5031514.500000 Penalty: 1029.543945
	Iteration 182Q: 3 clusters Score -5031514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5031516.000000 Penalty: 1029.543945
	Iteration 183Q: 3 clusters Score -5031516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5031518.500000 Penalty: 1029.543945
	Iteration 184Q: 3 clusters Score -5031518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5031520.500000 Penalty: 1029.543945
	Iteration 185Q: 3 clusters Score -5031520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5031521.000000 Penalty: 1029.543945
	Iteration 186Q: 3 clusters Score -5031521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5031523.500000 Penalty: 1029.543945
	Iteration 187Q: 3 clusters Score -5031524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5031520.500000 Penalty: 1029.543945
	Iteration 188Q: 3 clusters Score -5031520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5031522.500000 Penalty: 1029.543945
	Iteration 189Q: 3 clusters Score -5031522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5031523.500000 Penalty: 1029.543945
	Iteration 190Q: 3 clusters Score -5031524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5031531.500000 Penalty: 1029.543945
	Iteration 191Q: 3 clusters Score -5031532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5031535.500000 Penalty: 1029.543945
	Iteration 192Q: 3 clusters Score -5031536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5031536.500000 Penalty: 1029.543945
	Iteration 193Q: 3 clusters Score -5031536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5031534.500000 Penalty: 1029.543945
	Iteration 194Q: 3 clusters Score -5031534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5031535.000000 Penalty: 1029.543945
	Iteration 195Q: 3 clusters Score -5031535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5031541.500000 Penalty: 1029.543945
	Iteration 196Q: 3 clusters Score -5031542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5031538.500000 Penalty: 1029.543945
	Iteration 197Q: 3 clusters Score -5031538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5031534.000000 Penalty: 1029.543945
	Iteration 198Q: 3 clusters Score -5031534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5031535.000000 Penalty: 1029.543945
	Iteration 199Q: 3 clusters Score -5031535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5031532.500000 Penalty: 1029.543945
	Iteration 200F: 3 clusters Score -5031532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5031533.500000 Penalty: 1029.543945
	Iteration 201Q: 3 clusters Score -5031534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5031534.000000 Penalty: 1029.543945
	Iteration 202Q: 3 clusters Score -5031534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5031534.000000 Penalty: 1029.543945
	Iteration 203F: 3 clusters Score -5031534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22295.037109 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22295.04 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 182 members 
Entering Unmasked Estep 
Score: -21889.353516 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21889.35 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22041.384766 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22041.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22082.896484 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22082.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22104.447266 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -22104.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22117.949219 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -22117.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22143.851562 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22143.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22170.394531 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22170.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22181.593750 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -22181.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22190.181641 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -22190.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22197.265625 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -22197.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22203.166016 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -22203.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22208.750000 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -22208.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22217.488281 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -22217.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22237.941406 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -22237.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22256.283203 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -22256.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22259.203125 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -22259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22263.888672 Penalty: 535.887878
	Iteration 16Q: 3 clusters Score -22263.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22270.691406 Penalty: 535.887878
	Iteration 17Q: 3 clusters Score -22270.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22281.105469 Penalty: 535.887878
	Iteration 18Q: 3 clusters Score -22281.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22283.785156 Penalty: 535.887878
	Iteration 19Q: 3 clusters Score -22283.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22284.548828 Penalty: 535.887878
	Iteration 20F: 3 clusters Score -22284.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -424703.437500 Penalty: 400.889465
	Iteration 0F: 2 clusters Score -424703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -420231.312500 Penalty: 801.778931
	Iteration 0F: 3 clusters Score -420231.3 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -422141.031250 Penalty: 801.778931
	Iteration 1F: 3 clusters Score -422141 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -422449.843750 Penalty: 801.778931
	Iteration 2F: 3 clusters Score -422449.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -422828.156250 Penalty: 801.778931
	Iteration 3F: 3 clusters Score -422828.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -423271.125000 Penalty: 801.778931
	Iteration 4F: 3 clusters Score -423271.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -423607.531250 Penalty: 801.778931
	Iteration 5F: 3 clusters Score -423607.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -423782.125000 Penalty: 801.778931
	Iteration 6Q: 3 clusters Score -423782.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -423859.812500 Penalty: 801.778931
	Iteration 7Q: 3 clusters Score -423859.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -423912.500000 Penalty: 801.778931
	Iteration 8Q: 3 clusters Score -423912.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -423958.687500 Penalty: 801.778931
	Iteration 9Q: 3 clusters Score -423958.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -424002.531250 Penalty: 801.778931
	Iteration 10Q: 3 clusters Score -424002.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -424036.687500 Penalty: 801.778931
	Iteration 11Q: 3 clusters Score -424036.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -424063.968750 Penalty: 801.778931
	Iteration 12Q: 3 clusters Score -424064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -424083.062500 Penalty: 801.778931
	Iteration 13Q: 3 clusters Score -424083.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -424100.468750 Penalty: 801.778931
	Iteration 14Q: 3 clusters Score -424100.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -424118.156250 Penalty: 801.778931
	Iteration 15Q: 3 clusters Score -424118.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -424139.312500 Penalty: 801.778931
	Iteration 16Q: 3 clusters Score -424139.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -424159.500000 Penalty: 801.778931
	Iteration 17Q: 3 clusters Score -424159.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -424174.687500 Penalty: 801.778931
	Iteration 18Q: 3 clusters Score -424174.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -424187.531250 Penalty: 801.778931
	Iteration 19Q: 3 clusters Score -424187.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -424197.406250 Penalty: 801.778931
	Iteration 20F: 3 clusters Score -424197.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -424205.156250 Penalty: 801.778931
	Iteration 21Q: 3 clusters Score -424205.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -424217.125000 Penalty: 801.778931
	Iteration 22Q: 3 clusters Score -424217.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -424229.437500 Penalty: 801.778931
	Iteration 23Q: 3 clusters Score -424229.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -424243.062500 Penalty: 801.778931
	Iteration 24Q: 3 clusters Score -424243.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -424264.750000 Penalty: 801.778931
	Iteration 25Q: 3 clusters Score -424264.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -424279.906250 Penalty: 801.778931
	Iteration 26Q: 3 clusters Score -424279.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -424290.343750 Penalty: 801.778931
	Iteration 27Q: 3 clusters Score -424290.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -424298.093750 Penalty: 801.778931
	Iteration 28Q: 3 clusters Score -424298.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -424302.906250 Penalty: 801.778931
	Iteration 29Q: 3 clusters Score -424302.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -424307.156250 Penalty: 801.778931
	Iteration 30Q: 3 clusters Score -424307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -424312.375000 Penalty: 801.778931
	Iteration 31Q: 3 clusters Score -424312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -424315.781250 Penalty: 801.778931
	Iteration 32Q: 3 clusters Score -424315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -424319.343750 Penalty: 801.778931
	Iteration 33Q: 3 clusters Score -424319.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -424321.593750 Penalty: 801.778931
	Iteration 34Q: 3 clusters Score -424321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -424323.062500 Penalty: 801.778931
	Iteration 35Q: 3 clusters Score -424323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -424324.687500 Penalty: 801.778931
	Iteration 36Q: 3 clusters Score -424324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -424325.281250 Penalty: 801.778931
	Iteration 37Q: 3 clusters Score -424325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -424326.468750 Penalty: 801.778931
	Iteration 38Q: 3 clusters Score -424326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -424326.437500 Penalty: 801.778931
	Iteration 39Q: 3 clusters Score -424326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -424326.437500 Penalty: 801.778931
	Iteration 40F: 3 clusters Score -424326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -8092.979980 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -8092.98 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 138 members 
Entering Unmasked Estep 
Score: -7795.624023 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7795.624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7899.842285 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7899.842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7928.631348 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7928.631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7935.237793 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -7935.238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7937.469727 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -7937.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7938.276855 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -7938.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7938.631836 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -7938.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7938.952148 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -7938.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7939.063477 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -7939.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7939.063477 Penalty: 503.538452
	Iteration 9F: 3 clusters Score -7939.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7848.482422 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7848.482 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 71 members 
Entering Unmasked Estep 
Score: -7608.916504 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7608.917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7660.126953 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7660.127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7672.962402 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -7672.962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7686.518555 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -7686.519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7693.629883 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7693.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7696.693848 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7696.694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7701.840820 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -7701.841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7709.995605 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -7709.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7711.289551 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -7711.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7711.289551 Penalty: 442.945648
	Iteration 9F: 3 clusters Score -7711.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Entering Unmasked Estep 
Score: -5579953.500000 Penalty: 518.719971
	Iteration 0F: 2 clusters Score -5579954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -5521222.500000 Penalty: 1037.439941
	Iteration 0F: 3 clusters Score -5521222 nChanged 43830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5548001.500000 Penalty: 1037.439941
	Iteration 1F: 3 clusters Score -5548002 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5550064.000000 Penalty: 1037.439941
	Iteration 2F: 3 clusters Score -5550064 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -5553787.000000 Penalty: 1037.439941
	Iteration 3F: 3 clusters Score -5553787 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -5559695.000000 Penalty: 1037.439941
	Iteration 4F: 3 clusters Score -5559695 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5565668.000000 Penalty: 1037.439941
	Iteration 5F: 3 clusters Score -5565668 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5569192.000000 Penalty: 1037.439941
	Iteration 6F: 3 clusters Score -5569192 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5570752.500000 Penalty: 1037.439941
	Iteration 7Q: 3 clusters Score -5570752 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -5571523.000000 Penalty: 1037.439941
	Iteration 8Q: 3 clusters Score -5571523 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -5571983.500000 Penalty: 1037.439941
	Iteration 9Q: 3 clusters Score -5571984 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5572459.500000 Penalty: 1037.439941
	Iteration 10Q: 3 clusters Score -5572460 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5572889.500000 Penalty: 1037.439941
	Iteration 11Q: 3 clusters Score -5572890 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5573382.000000 Penalty: 1037.439941
	Iteration 12Q: 3 clusters Score -5573382 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -5573909.500000 Penalty: 1037.439941
	Iteration 13Q: 3 clusters Score -5573910 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5574508.000000 Penalty: 1037.439941
	Iteration 14Q: 3 clusters Score -5574508 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -5575147.000000 Penalty: 1037.439941
	Iteration 15Q: 3 clusters Score -5575147 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5575780.500000 Penalty: 1037.439941
	Iteration 16Q: 3 clusters Score -5575780 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81201 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5576475.000000 Penalty: 1037.439941
	Iteration 17Q: 3 clusters Score -5576475 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5577113.500000 Penalty: 1037.439941
	Iteration 18Q: 3 clusters Score -5577114 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5577691.000000 Penalty: 1037.439941
	Iteration 19Q: 3 clusters Score -5577691 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5578261.500000 Penalty: 1037.439941
	Iteration 20F: 3 clusters Score -5578262 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5578714.500000 Penalty: 1037.439941
	Iteration 21Q: 3 clusters Score -5578714 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5579009.500000 Penalty: 1037.439941
	Iteration 22Q: 3 clusters Score -5579010 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5579242.000000 Penalty: 1037.439941
	Iteration 23Q: 3 clusters Score -5579242 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5579364.500000 Penalty: 1037.439941
	Iteration 24Q: 3 clusters Score -5579364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5579442.500000 Penalty: 1037.439941
	Iteration 25Q: 3 clusters Score -5579442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5579477.000000 Penalty: 1037.439941
	Iteration 26Q: 3 clusters Score -5579477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5579508.000000 Penalty: 1037.439941
	Iteration 27Q: 3 clusters Score -5579508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5579513.500000 Penalty: 1037.439941
	Iteration 28Q: 3 clusters Score -5579514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5579518.000000 Penalty: 1037.439941
	Iteration 29Q: 3 clusters Score -5579518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5579523.500000 Penalty: 1037.439941
	Iteration 30Q: 3 clusters Score -5579524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5579523.500000 Penalty: 1037.439941
	Iteration 31F: 3 clusters Score -5579524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Entering Unmasked Estep 
Score: -5178510.000000 Penalty: 515.655701
	Iteration 0F: 2 clusters Score -5178510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5122573.000000 Penalty: 1031.311401
	Iteration 0F: 3 clusters Score -5122573 nChanged 40809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -5148839.500000 Penalty: 1031.311401
	Iteration 1F: 3 clusters Score -5148840 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -5151672.500000 Penalty: 1031.311401
	Iteration 2F: 3 clusters Score -5151672 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -5155942.500000 Penalty: 1031.311401
	Iteration 3F: 3 clusters Score -5155942 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -5160964.500000 Penalty: 1031.311401
	Iteration 4F: 3 clusters Score -5160964 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -5165305.500000 Penalty: 1031.311401
	Iteration 5F: 3 clusters Score -5165306 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -5168119.000000 Penalty: 1031.311401
	Iteration 6Q: 3 clusters Score -5168119 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -5169558.000000 Penalty: 1031.311401
	Iteration 7Q: 3 clusters Score -5169558 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -5170343.000000 Penalty: 1031.311401
	Iteration 8Q: 3 clusters Score -5170343 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -5170866.500000 Penalty: 1031.311401
	Iteration 9Q: 3 clusters Score -5170866 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -5171244.500000 Penalty: 1031.311401
	Iteration 10Q: 3 clusters Score -5171244 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -5171558.500000 Penalty: 1031.311401
	Iteration 11Q: 3 clusters Score -5171558 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -5171862.000000 Penalty: 1031.311401
	Iteration 12Q: 3 clusters Score -5171862 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -5172144.000000 Penalty: 1031.311401
	Iteration 13Q: 3 clusters Score -5172144 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -5172448.000000 Penalty: 1031.311401
	Iteration 14Q: 3 clusters Score -5172448 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -5172714.000000 Penalty: 1031.311401
	Iteration 15Q: 3 clusters Score -5172714 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -5172988.000000 Penalty: 1031.311401
	Iteration 16Q: 3 clusters Score -5172988 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -5173241.500000 Penalty: 1031.311401
	Iteration 17Q: 3 clusters Score -5173242 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -5173500.000000 Penalty: 1031.311401
	Iteration 18Q: 3 clusters Score -5173500 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -5173797.000000 Penalty: 1031.311401
	Iteration 19Q: 3 clusters Score -5173797 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -5174288.000000 Penalty: 1031.311401
	Iteration 20F: 3 clusters Score -5174288 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -5174696.500000 Penalty: 1031.311401
	Iteration 21Q: 3 clusters Score -5174696 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -5175137.000000 Penalty: 1031.311401
	Iteration 22Q: 3 clusters Score -5175137 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -5175564.000000 Penalty: 1031.311401
	Iteration 23Q: 3 clusters Score -5175564 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -5175991.500000 Penalty: 1031.311401
	Iteration 24Q: 3 clusters Score -5175992 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -5176396.500000 Penalty: 1031.311401
	Iteration 25Q: 3 clusters Score -5176396 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -5176793.500000 Penalty: 1031.311401
	Iteration 26Q: 3 clusters Score -5176794 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -5177175.000000 Penalty: 1031.311401
	Iteration 27Q: 3 clusters Score -5177175 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -5177547.500000 Penalty: 1031.311401
	Iteration 28Q: 3 clusters Score -5177548 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -5177812.500000 Penalty: 1031.311401
	Iteration 29Q: 3 clusters Score -5177812 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -5177994.000000 Penalty: 1031.311401
	Iteration 30Q: 3 clusters Score -5177994 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -5178164.000000 Penalty: 1031.311401
	Iteration 31Q: 3 clusters Score -5178164 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -5178261.500000 Penalty: 1031.311401
	Iteration 32Q: 3 clusters Score -5178262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -5178289.500000 Penalty: 1031.311401
	Iteration 33Q: 3 clusters Score -5178290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -5178296.000000 Penalty: 1031.311401
	Iteration 34Q: 3 clusters Score -5178296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -5178310.500000 Penalty: 1031.311401
	Iteration 35Q: 3 clusters Score -5178310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -5178320.500000 Penalty: 1031.311401
	Iteration 36Q: 3 clusters Score -5178320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -5178326.500000 Penalty: 1031.311401
	Iteration 37Q: 3 clusters Score -5178326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -5178330.500000 Penalty: 1031.311401
	Iteration 38Q: 3 clusters Score -5178330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -5178329.500000 Penalty: 1031.311401
	Iteration 39Q: 3 clusters Score -5178330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -5178336.500000 Penalty: 1031.311401
	Iteration 40F: 3 clusters Score -5178336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -5178344.000000 Penalty: 1031.311401
	Iteration 41Q: 3 clusters Score -5178344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -5178347.000000 Penalty: 1031.311401
	Iteration 42Q: 3 clusters Score -5178347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -5178340.000000 Penalty: 1031.311401
	Iteration 43Q: 3 clusters Score -5178340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -5178345.500000 Penalty: 1031.311401
	Iteration 44Q: 3 clusters Score -5178346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -5178347.500000 Penalty: 1031.311401
	Iteration 45Q: 3 clusters Score -5178348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -5178341.500000 Penalty: 1031.311401
	Iteration 46Q: 3 clusters Score -5178342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -5178338.000000 Penalty: 1031.311401
	Iteration 47Q: 3 clusters Score -5178338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -5178338.500000 Penalty: 1031.311401
	Iteration 48Q: 3 clusters Score -5178338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -5178337.000000 Penalty: 1031.311401
	Iteration 49Q: 3 clusters Score -5178337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -5178334.000000 Penalty: 1031.311401
	Iteration 50Q: 3 clusters Score -5178334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -5178334.000000 Penalty: 1031.311401
	Iteration 51F: 3 clusters Score -5178334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -10154.101562 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -10154.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9902.552734 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -9902.553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9942.738281 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -9942.738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9961.329102 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -9961.329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9966.760742 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -9966.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9966.760742 Penalty: 449.689453
	Iteration 4F: 3 clusters Score -9966.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24107.599609 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24107.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24251.347656 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24251.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24322.281250 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24322.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24351.492188 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -24351.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24365.445312 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24365.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24384.353516 Penalty: 544.995483
	Iteration 5F: 3 clusters Score -24384.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24394.814453 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24394.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24400.656250 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24400.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24414.144531 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24414.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24420.951172 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -24420.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24422.849609 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -24422.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24425.564453 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -24425.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24427.636719 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -24427.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -24428.189453 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -24428.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24429.722656 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -24429.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24431.412109 Penalty: 544.995483
	Iteration 15Q: 3 clusters Score -24431.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -24431.412109 Penalty: 544.995483
	Iteration 16F: 3 clusters Score -24431.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -10965.349609 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -10965.35 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: -10679.125000 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10679.12 nChanged 57
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: -10755.239258 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10755.24 nChanged 14
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: -10790.045898 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10790.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10798.729492 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10798.73 nChanged 1
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: -10803.898438 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10803.9 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: -10804.141602 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10804.14 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: -10804.141602 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -10804.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Entering Unmasked Estep 
Score: -6121819.500000 Penalty: 522.890991
	Iteration 0F: 2 clusters Score -6121820 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 48945 members 
Entering Unmasked Estep 
Score: -6056632.000000 Penalty: 1045.781982
	Iteration 0F: 3 clusters Score -6056632 nChanged 47910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6085440.000000 Penalty: 1045.781982
	Iteration 1F: 3 clusters Score -6085440 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6086014.500000 Penalty: 1045.781982
	Iteration 2Q: 3 clusters Score -6086014 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -6086706.500000 Penalty: 1045.781982
	Iteration 3Q: 3 clusters Score -6086706 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6087604.500000 Penalty: 1045.781982
	Iteration 4Q: 3 clusters Score -6087604 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -6089176.500000 Penalty: 1045.781982
	Iteration 5Q: 3 clusters Score -6089176 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -6091667.000000 Penalty: 1045.781982
	Iteration 6Q: 3 clusters Score -6091667 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -6095887.500000 Penalty: 1045.781982
	Iteration 7F: 3 clusters Score -6095888 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -6101435.000000 Penalty: 1045.781982
	Iteration 8F: 3 clusters Score -6101435 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6105845.000000 Penalty: 1045.781982
	Iteration 9F: 3 clusters Score -6105845 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -6107937.500000 Penalty: 1045.781982
	Iteration 10Q: 3 clusters Score -6107938 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -6108937.500000 Penalty: 1045.781982
	Iteration 11Q: 3 clusters Score -6108938 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -6109708.500000 Penalty: 1045.781982
	Iteration 12Q: 3 clusters Score -6109708 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -6110506.000000 Penalty: 1045.781982
	Iteration 13Q: 3 clusters Score -6110506 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -6111400.000000 Penalty: 1045.781982
	Iteration 14Q: 3 clusters Score -6111400 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81803 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -6112312.500000 Penalty: 1045.781982
	Iteration 15Q: 3 clusters Score -6112312 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -6113223.500000 Penalty: 1045.781982
	Iteration 16Q: 3 clusters Score -6113224 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -6114157.500000 Penalty: 1045.781982
	Iteration 17Q: 3 clusters Score -6114158 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -6114983.500000 Penalty: 1045.781982
	Iteration 18Q: 3 clusters Score -6114984 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -6115839.000000 Penalty: 1045.781982
	Iteration 19Q: 3 clusters Score -6115839 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -6116631.500000 Penalty: 1045.781982
	Iteration 20F: 3 clusters Score -6116632 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -6117333.000000 Penalty: 1045.781982
	Iteration 21Q: 3 clusters Score -6117333 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6118047.500000 Penalty: 1045.781982
	Iteration 22Q: 3 clusters Score -6118048 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6118716.000000 Penalty: 1045.781982
	Iteration 23Q: 3 clusters Score -6118716 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6119255.500000 Penalty: 1045.781982
	Iteration 24Q: 3 clusters Score -6119256 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6119759.000000 Penalty: 1045.781982
	Iteration 25Q: 3 clusters Score -6119759 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6120140.500000 Penalty: 1045.781982
	Iteration 26Q: 3 clusters Score -6120140 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6120439.500000 Penalty: 1045.781982
	Iteration 27Q: 3 clusters Score -6120440 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6120682.000000 Penalty: 1045.781982
	Iteration 28Q: 3 clusters Score -6120682 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6120870.000000 Penalty: 1045.781982
	Iteration 29Q: 3 clusters Score -6120870 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6120977.000000 Penalty: 1045.781982
	Iteration 30Q: 3 clusters Score -6120977 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6121089.500000 Penalty: 1045.781982
	Iteration 31Q: 3 clusters Score -6121090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6121168.500000 Penalty: 1045.781982
	Iteration 32Q: 3 clusters Score -6121168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6121217.500000 Penalty: 1045.781982
	Iteration 33Q: 3 clusters Score -6121218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6121244.000000 Penalty: 1045.781982
	Iteration 34Q: 3 clusters Score -6121244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6121259.000000 Penalty: 1045.781982
	Iteration 35Q: 3 clusters Score -6121259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6121275.000000 Penalty: 1045.781982
	Iteration 36Q: 3 clusters Score -6121275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6121290.000000 Penalty: 1045.781982
	Iteration 37Q: 3 clusters Score -6121290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6121294.500000 Penalty: 1045.781982
	Iteration 38Q: 3 clusters Score -6121294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6121305.000000 Penalty: 1045.781982
	Iteration 39Q: 3 clusters Score -6121305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6121310.500000 Penalty: 1045.781982
	Iteration 40F: 3 clusters Score -6121310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6121319.500000 Penalty: 1045.781982
	Iteration 41Q: 3 clusters Score -6121320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6121322.500000 Penalty: 1045.781982
	Iteration 42Q: 3 clusters Score -6121322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6121327.000000 Penalty: 1045.781982
	Iteration 43Q: 3 clusters Score -6121327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6121331.000000 Penalty: 1045.781982
	Iteration 44Q: 3 clusters Score -6121331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6121337.500000 Penalty: 1045.781982
	Iteration 45Q: 3 clusters Score -6121338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6121348.000000 Penalty: 1045.781982
	Iteration 46Q: 3 clusters Score -6121348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6121355.000000 Penalty: 1045.781982
	Iteration 47Q: 3 clusters Score -6121355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6121358.000000 Penalty: 1045.781982
	Iteration 48Q: 3 clusters Score -6121358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6121364.500000 Penalty: 1045.781982
	Iteration 49Q: 3 clusters Score -6121364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6121363.000000 Penalty: 1045.781982
	Iteration 50Q: 3 clusters Score -6121363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6121366.500000 Penalty: 1045.781982
	Iteration 51Q: 3 clusters Score -6121366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6121375.000000 Penalty: 1045.781982
	Iteration 52Q: 3 clusters Score -6121375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6121381.000000 Penalty: 1045.781982
	Iteration 53Q: 3 clusters Score -6121381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6121380.500000 Penalty: 1045.781982
	Iteration 54Q: 3 clusters Score -6121380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6121382.000000 Penalty: 1045.781982
	Iteration 55Q: 3 clusters Score -6121382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6121383.500000 Penalty: 1045.781982
	Iteration 56Q: 3 clusters Score -6121384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6121392.500000 Penalty: 1045.781982
	Iteration 57Q: 3 clusters Score -6121392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6121391.000000 Penalty: 1045.781982
	Iteration 58Q: 3 clusters Score -6121391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97655 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6121393.000000 Penalty: 1045.781982
	Iteration 59Q: 3 clusters Score -6121393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6121391.000000 Penalty: 1045.781982
	Iteration 60F: 3 clusters Score -6121391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6121393.500000 Penalty: 1045.781982
	Iteration 61Q: 3 clusters Score -6121394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6121393.500000 Penalty: 1045.781982
	Iteration 62F: 3 clusters Score -6121394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Entering Unmasked Estep 
Score: -6397929.500000 Penalty: 525.045898
	Iteration 0F: 2 clusters Score -6397930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6329324.000000 Penalty: 1050.091797
	Iteration 0F: 3 clusters Score -6329324 nChanged 50304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -6360279.000000 Penalty: 1050.091797
	Iteration 1F: 3 clusters Score -6360279 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -6361930.000000 Penalty: 1050.091797
	Iteration 2Q: 3 clusters Score -6361930 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -6364728.000000 Penalty: 1050.091797
	Iteration 3F: 3 clusters Score -6364728 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6369227.500000 Penalty: 1050.091797
	Iteration 4F: 3 clusters Score -6369228 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -6375755.000000 Penalty: 1050.091797
	Iteration 5F: 3 clusters Score -6375755 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -6382590.000000 Penalty: 1050.091797
	Iteration 6F: 3 clusters Score -6382590 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -6388730.500000 Penalty: 1050.091797
	Iteration 7F: 3 clusters Score -6388730 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -6393267.500000 Penalty: 1050.091797
	Iteration 8Q: 3 clusters Score -6393268 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6395696.500000 Penalty: 1050.091797
	Iteration 9Q: 3 clusters Score -6395696 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6396758.000000 Penalty: 1050.091797
	Iteration 10Q: 3 clusters Score -6396758 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6397189.500000 Penalty: 1050.091797
	Iteration 11Q: 3 clusters Score -6397190 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6397401.000000 Penalty: 1050.091797
	Iteration 12Q: 3 clusters Score -6397401 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6397491.000000 Penalty: 1050.091797
	Iteration 13Q: 3 clusters Score -6397491 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6397532.000000 Penalty: 1050.091797
	Iteration 14Q: 3 clusters Score -6397532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6397555.000000 Penalty: 1050.091797
	Iteration 15Q: 3 clusters Score -6397555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6397593.000000 Penalty: 1050.091797
	Iteration 16Q: 3 clusters Score -6397593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6397605.500000 Penalty: 1050.091797
	Iteration 17Q: 3 clusters Score -6397606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6397620.000000 Penalty: 1050.091797
	Iteration 18Q: 3 clusters Score -6397620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6397640.500000 Penalty: 1050.091797
	Iteration 19Q: 3 clusters Score -6397640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6397641.000000 Penalty: 1050.091797
	Iteration 20F: 3 clusters Score -6397641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6397655.000000 Penalty: 1050.091797
	Iteration 21Q: 3 clusters Score -6397655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6397657.500000 Penalty: 1050.091797
	Iteration 22Q: 3 clusters Score -6397658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6397658.000000 Penalty: 1050.091797
	Iteration 23Q: 3 clusters Score -6397658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6397662.500000 Penalty: 1050.091797
	Iteration 24Q: 3 clusters Score -6397662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6397656.500000 Penalty: 1050.091797
	Iteration 25Q: 3 clusters Score -6397656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6397656.500000 Penalty: 1050.091797
	Iteration 26Q: 3 clusters Score -6397656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6397661.500000 Penalty: 1050.091797
	Iteration 27Q: 3 clusters Score -6397662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6397662.000000 Penalty: 1050.091797
	Iteration 28Q: 3 clusters Score -6397662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6397663.000000 Penalty: 1050.091797
	Iteration 29Q: 3 clusters Score -6397663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6397663.000000 Penalty: 1050.091797
	Iteration 30F: 3 clusters Score -6397663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -34603.914062 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -34603.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34058.355469 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34058.36 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34190.031250 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34190.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34236.128906 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34236.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34267.804688 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -34267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34291.121094 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -34291.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34311.984375 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34311.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34319.496094 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34325.179688 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34325.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34335.015625 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34335.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34341.984375 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -34341.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34348.183594 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -34348.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34358.136719 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -34358.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34370.136719 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -34370.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34384.570312 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -34384.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34391.449219 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -34391.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34398.316406 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -34398.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34407.382812 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -34407.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34414.703125 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -34414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34416.972656 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -34416.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34416.972656 Penalty: 571.003357
	Iteration 19F: 3 clusters Score -34416.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8789.094727 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8789.095 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 89 members 
Entering Unmasked Estep 
Score: -8535.231445 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8535.231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8630.725586 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8630.726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8653.453125 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8653.453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8665.263672 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8665.264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8691.029297 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8691.029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8693.323242 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8693.323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8696.577148 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -8696.577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8706.780273 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -8706.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8730.721680 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -8730.722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8770.052734 Penalty: 473.063202
	Iteration 9F: 3 clusters Score -8770.053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8811.328125 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -8811.328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8841.882812 Penalty: 473.063202
	Iteration 11Q: 3 clusters Score -8841.883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8842.640625 Penalty: 473.063202
	Iteration 12Q: 3 clusters Score -8842.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8842.640625 Penalty: 473.063202
	Iteration 13F: 3 clusters Score -8842.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 78 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 103 members 
Entering Unmasked Estep 
Score: -53298148.000000 Penalty: 47402.378906
Splitting cluster 25 changes total score from -53298368.000000 to -53298148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7416.007812 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7416.008 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 71 members 
Entering Unmasked Estep 
Score: -7165.916992 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7165.917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7215.555176 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7215.555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7226.661621 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7226.662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7241.793945 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7241.794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7242.092773 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7242.093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7242.092773 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -7242.093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Entering Unmasked Estep 
Score: -527732.125000 Penalty: 411.697296
	Iteration 0F: 2 clusters Score -527732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -522078.500000 Penalty: 823.394592
	Iteration 0F: 3 clusters Score -522078.5 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -524298.937500 Penalty: 823.394592
	Iteration 1F: 3 clusters Score -524298.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -524507.312500 Penalty: 823.394592
	Iteration 2F: 3 clusters Score -524507.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -524786.812500 Penalty: 823.394592
	Iteration 3F: 3 clusters Score -524786.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -525173.250000 Penalty: 823.394592
	Iteration 4F: 3 clusters Score -525173.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -525640.000000 Penalty: 823.394592
	Iteration 5F: 3 clusters Score -525640 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -526099.562500 Penalty: 823.394592
	Iteration 6F: 3 clusters Score -526099.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -526384.000000 Penalty: 823.394592
	Iteration 7Q: 3 clusters Score -526384 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -526543.187500 Penalty: 823.394592
	Iteration 8Q: 3 clusters Score -526543.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -526642.687500 Penalty: 823.394592
	Iteration 9Q: 3 clusters Score -526642.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -526716.125000 Penalty: 823.394592
	Iteration 10Q: 3 clusters Score -526716.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -526795.500000 Penalty: 823.394592
	Iteration 11Q: 3 clusters Score -526795.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -526875.500000 Penalty: 823.394592
	Iteration 12Q: 3 clusters Score -526875.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -526948.000000 Penalty: 823.394592
	Iteration 13Q: 3 clusters Score -526948 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -527023.062500 Penalty: 823.394592
	Iteration 14Q: 3 clusters Score -527023.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -527102.062500 Penalty: 823.394592
	Iteration 15Q: 3 clusters Score -527102.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -527168.187500 Penalty: 823.394592
	Iteration 16Q: 3 clusters Score -527168.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -527215.187500 Penalty: 823.394592
	Iteration 17Q: 3 clusters Score -527215.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -527251.437500 Penalty: 823.394592
	Iteration 18Q: 3 clusters Score -527251.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -527282.562500 Penalty: 823.394592
	Iteration 19Q: 3 clusters Score -527282.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -527303.937500 Penalty: 823.394592
	Iteration 20F: 3 clusters Score -527303.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -527320.625000 Penalty: 823.394592
	Iteration 21Q: 3 clusters Score -527320.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -527330.875000 Penalty: 823.394592
	Iteration 22Q: 3 clusters Score -527330.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -527342.625000 Penalty: 823.394592
	Iteration 23Q: 3 clusters Score -527342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -527351.687500 Penalty: 823.394592
	Iteration 24Q: 3 clusters Score -527351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -527354.687500 Penalty: 823.394592
	Iteration 25Q: 3 clusters Score -527354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -527356.125000 Penalty: 823.394592
	Iteration 26Q: 3 clusters Score -527356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -527356.375000 Penalty: 823.394592
	Iteration 27Q: 3 clusters Score -527356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -527356.750000 Penalty: 823.394592
	Iteration 28Q: 3 clusters Score -527356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -527357.187500 Penalty: 823.394592
	Iteration 29Q: 3 clusters Score -527357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -527357.562500 Penalty: 823.394592
	Iteration 30Q: 3 clusters Score -527357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -527359.812500 Penalty: 823.394592
	Iteration 31Q: 3 clusters Score -527359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -527359.812500 Penalty: 823.394592
	Iteration 32F: 3 clusters Score -527359.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Entering Unmasked Estep 
Score: -1520446.375000 Penalty: 458.487213
	Iteration 0F: 2 clusters Score -1520446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1504409.250000 Penalty: 916.974426
	Iteration 0F: 3 clusters Score -1504409 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1511210.125000 Penalty: 916.974426
	Iteration 1F: 3 clusters Score -1511210 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1511454.500000 Penalty: 916.974426
	Iteration 2Q: 3 clusters Score -1511454 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1511802.625000 Penalty: 916.974426
	Iteration 3Q: 3 clusters Score -1511803 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1512370.000000 Penalty: 916.974426
	Iteration 4Q: 3 clusters Score -1512370 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1513350.250000 Penalty: 916.974426
	Iteration 5F: 3 clusters Score -1513350 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1514849.875000 Penalty: 916.974426
	Iteration 6F: 3 clusters Score -1514850 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1516343.750000 Penalty: 916.974426
	Iteration 7F: 3 clusters Score -1516344 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1516958.500000 Penalty: 916.974426
	Iteration 8F: 3 clusters Score -1516958 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1517142.000000 Penalty: 916.974426
	Iteration 9Q: 3 clusters Score -1517142 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1517224.125000 Penalty: 916.974426
	Iteration 10Q: 3 clusters Score -1517224 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1517283.125000 Penalty: 916.974426
	Iteration 11Q: 3 clusters Score -1517283 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1517339.875000 Penalty: 916.974426
	Iteration 12Q: 3 clusters Score -1517340 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1517406.750000 Penalty: 916.974426
	Iteration 13Q: 3 clusters Score -1517407 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1517468.375000 Penalty: 916.974426
	Iteration 14Q: 3 clusters Score -1517468 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1517531.375000 Penalty: 916.974426
	Iteration 15Q: 3 clusters Score -1517531 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1517591.000000 Penalty: 916.974426
	Iteration 16Q: 3 clusters Score -1517591 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1517661.000000 Penalty: 916.974426
	Iteration 17Q: 3 clusters Score -1517661 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1517735.125000 Penalty: 916.974426
	Iteration 18Q: 3 clusters Score -1517735 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1517819.000000 Penalty: 916.974426
	Iteration 19Q: 3 clusters Score -1517819 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1517890.125000 Penalty: 916.974426
	Iteration 20F: 3 clusters Score -1517890 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1517986.250000 Penalty: 916.974426
	Iteration 21Q: 3 clusters Score -1517986 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1518059.125000 Penalty: 916.974426
	Iteration 22Q: 3 clusters Score -1518059 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1518114.375000 Penalty: 916.974426
	Iteration 23Q: 3 clusters Score -1518114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1518170.875000 Penalty: 916.974426
	Iteration 24Q: 3 clusters Score -1518171 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1518213.125000 Penalty: 916.974426
	Iteration 25Q: 3 clusters Score -1518213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1518242.625000 Penalty: 916.974426
	Iteration 26Q: 3 clusters Score -1518243 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1518274.625000 Penalty: 916.974426
	Iteration 27Q: 3 clusters Score -1518275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1518313.000000 Penalty: 916.974426
	Iteration 28Q: 3 clusters Score -1518313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1518328.125000 Penalty: 916.974426
	Iteration 29Q: 3 clusters Score -1518328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1518353.250000 Penalty: 916.974426
	Iteration 30Q: 3 clusters Score -1518353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1518387.375000 Penalty: 916.974426
	Iteration 31Q: 3 clusters Score -1518387 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1518419.500000 Penalty: 916.974426
	Iteration 32Q: 3 clusters Score -1518420 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1518438.875000 Penalty: 916.974426
	Iteration 33Q: 3 clusters Score -1518439 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1518461.875000 Penalty: 916.974426
	Iteration 34Q: 3 clusters Score -1518462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1518486.625000 Penalty: 916.974426
	Iteration 35Q: 3 clusters Score -1518487 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1518513.750000 Penalty: 916.974426
	Iteration 36Q: 3 clusters Score -1518514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1518559.375000 Penalty: 916.974426
	Iteration 37Q: 3 clusters Score -1518559 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1518607.625000 Penalty: 916.974426
	Iteration 38Q: 3 clusters Score -1518608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1518657.375000 Penalty: 916.974426
	Iteration 39Q: 3 clusters Score -1518657 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1518717.750000 Penalty: 916.974426
	Iteration 40F: 3 clusters Score -1518718 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1518789.875000 Penalty: 916.974426
	Iteration 41Q: 3 clusters Score -1518790 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1518842.625000 Penalty: 916.974426
	Iteration 42Q: 3 clusters Score -1518843 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1518897.875000 Penalty: 916.974426
	Iteration 43Q: 3 clusters Score -1518898 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1518954.750000 Penalty: 916.974426
	Iteration 44Q: 3 clusters Score -1518955 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1519013.250000 Penalty: 916.974426
	Iteration 45Q: 3 clusters Score -1519013 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1519064.375000 Penalty: 916.974426
	Iteration 46Q: 3 clusters Score -1519064 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1519119.750000 Penalty: 916.974426
	Iteration 47Q: 3 clusters Score -1519120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1519170.625000 Penalty: 916.974426
	Iteration 48Q: 3 clusters Score -1519171 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1519224.125000 Penalty: 916.974426
	Iteration 49Q: 3 clusters Score -1519224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1519280.250000 Penalty: 916.974426
	Iteration 50Q: 3 clusters Score -1519280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1519333.875000 Penalty: 916.974426
	Iteration 51Q: 3 clusters Score -1519334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1519391.250000 Penalty: 916.974426
	Iteration 52Q: 3 clusters Score -1519391 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1519446.375000 Penalty: 916.974426
	Iteration 53Q: 3 clusters Score -1519446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1519497.250000 Penalty: 916.974426
	Iteration 54Q: 3 clusters Score -1519497 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1519554.625000 Penalty: 916.974426
	Iteration 55Q: 3 clusters Score -1519555 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1519609.250000 Penalty: 916.974426
	Iteration 56Q: 3 clusters Score -1519609 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1519668.125000 Penalty: 916.974426
	Iteration 57Q: 3 clusters Score -1519668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1519735.375000 Penalty: 916.974426
	Iteration 58Q: 3 clusters Score -1519735 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1519785.000000 Penalty: 916.974426
	Iteration 59Q: 3 clusters Score -1519785 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1519839.375000 Penalty: 916.974426
	Iteration 60F: 3 clusters Score -1519839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1519872.875000 Penalty: 916.974426
	Iteration 61Q: 3 clusters Score -1519873 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1519910.250000 Penalty: 916.974426
	Iteration 62Q: 3 clusters Score -1519910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1519935.625000 Penalty: 916.974426
	Iteration 63Q: 3 clusters Score -1519936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1519953.375000 Penalty: 916.974426
	Iteration 64Q: 3 clusters Score -1519953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1519971.250000 Penalty: 916.974426
	Iteration 65Q: 3 clusters Score -1519971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1519992.625000 Penalty: 916.974426
	Iteration 66Q: 3 clusters Score -1519993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1520012.625000 Penalty: 916.974426
	Iteration 67Q: 3 clusters Score -1520013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1520027.750000 Penalty: 916.974426
	Iteration 68Q: 3 clusters Score -1520028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1520045.625000 Penalty: 916.974426
	Iteration 69Q: 3 clusters Score -1520046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1520053.875000 Penalty: 916.974426
	Iteration 70Q: 3 clusters Score -1520054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1520057.000000 Penalty: 916.974426
	Iteration 71Q: 3 clusters Score -1520057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1520056.250000 Penalty: 916.974426
	Iteration 72Q: 3 clusters Score -1520056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1520056.875000 Penalty: 916.974426
	Iteration 73Q: 3 clusters Score -1520057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1520059.625000 Penalty: 916.974426
	Iteration 74Q: 3 clusters Score -1520060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1520059.625000 Penalty: 916.974426
	Iteration 75Q: 3 clusters Score -1520060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1520061.375000 Penalty: 916.974426
	Iteration 76Q: 3 clusters Score -1520061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1520060.625000 Penalty: 916.974426
	Iteration 77Q: 3 clusters Score -1520061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1520060.625000 Penalty: 916.974426
	Iteration 78F: 3 clusters Score -1520061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -129401.523438 Penalty: 346.293793
	Iteration 0F: 2 clusters Score -129401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -127956.687500 Penalty: 692.587585
	Iteration 0F: 3 clusters Score -127956.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -128481.703125 Penalty: 692.587585
	Iteration 1F: 3 clusters Score -128481.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -128605.375000 Penalty: 692.587585
	Iteration 2F: 3 clusters Score -128605.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -128698.664062 Penalty: 692.587585
	Iteration 3F: 3 clusters Score -128698.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -128781.289062 Penalty: 692.587585
	Iteration 4F: 3 clusters Score -128781.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -128836.210938 Penalty: 692.587585
	Iteration 5Q: 3 clusters Score -128836.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -128862.750000 Penalty: 692.587585
	Iteration 6Q: 3 clusters Score -128862.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128890.296875 Penalty: 692.587585
	Iteration 7Q: 3 clusters Score -128890.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -128911.296875 Penalty: 692.587585
	Iteration 8Q: 3 clusters Score -128911.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128926.273438 Penalty: 692.587585
	Iteration 9Q: 3 clusters Score -128926.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128944.171875 Penalty: 692.587585
	Iteration 10Q: 3 clusters Score -128944.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -128955.789062 Penalty: 692.587585
	Iteration 11Q: 3 clusters Score -128955.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -128961.132812 Penalty: 692.587585
	Iteration 12Q: 3 clusters Score -128961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128966.539062 Penalty: 692.587585
	Iteration 13Q: 3 clusters Score -128966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128971.195312 Penalty: 692.587585
	Iteration 14Q: 3 clusters Score -128971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128974.546875 Penalty: 692.587585
	Iteration 15Q: 3 clusters Score -128974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -128976.585938 Penalty: 692.587585
	Iteration 16Q: 3 clusters Score -128976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128977.710938 Penalty: 692.587585
	Iteration 17Q: 3 clusters Score -128977.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -128979.773438 Penalty: 692.587585
	Iteration 18Q: 3 clusters Score -128979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -128980.984375 Penalty: 692.587585
	Iteration 19Q: 3 clusters Score -128981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128982.132812 Penalty: 692.587585
	Iteration 20F: 3 clusters Score -128982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -128984.710938 Penalty: 692.587585
	Iteration 21Q: 3 clusters Score -128984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -128987.406250 Penalty: 692.587585
	Iteration 22Q: 3 clusters Score -128987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128989.937500 Penalty: 692.587585
	Iteration 23Q: 3 clusters Score -128989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128991.015625 Penalty: 692.587585
	Iteration 24Q: 3 clusters Score -128991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -128992.992188 Penalty: 692.587585
	Iteration 25Q: 3 clusters Score -128993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -128994.789062 Penalty: 692.587585
	Iteration 26Q: 3 clusters Score -128994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128996.445312 Penalty: 692.587585
	Iteration 27Q: 3 clusters Score -128996.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128998.859375 Penalty: 692.587585
	Iteration 28Q: 3 clusters Score -128998.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129002.484375 Penalty: 692.587585
	Iteration 29Q: 3 clusters Score -129002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129004.195312 Penalty: 692.587585
	Iteration 30Q: 3 clusters Score -129004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129006.320312 Penalty: 692.587585
	Iteration 31Q: 3 clusters Score -129006.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129010.203125 Penalty: 692.587585
	Iteration 32Q: 3 clusters Score -129010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -129013.218750 Penalty: 692.587585
	Iteration 33Q: 3 clusters Score -129013.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -129016.109375 Penalty: 692.587585
	Iteration 34Q: 3 clusters Score -129016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129018.710938 Penalty: 692.587585
	Iteration 35Q: 3 clusters Score -129018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129020.250000 Penalty: 692.587585
	Iteration 36Q: 3 clusters Score -129020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129022.007812 Penalty: 692.587585
	Iteration 37Q: 3 clusters Score -129022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129024.843750 Penalty: 692.587585
	Iteration 38Q: 3 clusters Score -129024.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129029.273438 Penalty: 692.587585
	Iteration 39Q: 3 clusters Score -129029.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129032.671875 Penalty: 692.587585
	Iteration 40F: 3 clusters Score -129032.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129035.265625 Penalty: 692.587585
	Iteration 41Q: 3 clusters Score -129035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129039.062500 Penalty: 692.587585
	Iteration 42Q: 3 clusters Score -129039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129042.015625 Penalty: 692.587585
	Iteration 43Q: 3 clusters Score -129042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129044.281250 Penalty: 692.587585
	Iteration 44Q: 3 clusters Score -129044.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129047.085938 Penalty: 692.587585
	Iteration 45Q: 3 clusters Score -129047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129049.226562 Penalty: 692.587585
	Iteration 46Q: 3 clusters Score -129049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129053.781250 Penalty: 692.587585
	Iteration 47Q: 3 clusters Score -129053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129061.625000 Penalty: 692.587585
	Iteration 48Q: 3 clusters Score -129061.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129069.906250 Penalty: 692.587585
	Iteration 49Q: 3 clusters Score -129069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129075.835938 Penalty: 692.587585
	Iteration 50Q: 3 clusters Score -129075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129080.015625 Penalty: 692.587585
	Iteration 51Q: 3 clusters Score -129080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129085.085938 Penalty: 692.587585
	Iteration 52Q: 3 clusters Score -129085.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -129098.875000 Penalty: 692.587585
	Iteration 53Q: 3 clusters Score -129098.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129109.320312 Penalty: 692.587585
	Iteration 54Q: 3 clusters Score -129109.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129118.710938 Penalty: 692.587585
	Iteration 55Q: 3 clusters Score -129118.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -129130.367188 Penalty: 692.587585
	Iteration 56Q: 3 clusters Score -129130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -129135.984375 Penalty: 692.587585
	Iteration 57Q: 3 clusters Score -129136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -129138.734375 Penalty: 692.587585
	Iteration 58Q: 3 clusters Score -129138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129139.570312 Penalty: 692.587585
	Iteration 59Q: 3 clusters Score -129139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129140.812500 Penalty: 692.587585
	Iteration 60F: 3 clusters Score -129140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129141.734375 Penalty: 692.587585
	Iteration 61Q: 3 clusters Score -129141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129142.460938 Penalty: 692.587585
	Iteration 62Q: 3 clusters Score -129142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129143.460938 Penalty: 692.587585
	Iteration 63Q: 3 clusters Score -129143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129143.937500 Penalty: 692.587585
	Iteration 64Q: 3 clusters Score -129143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -129144.414062 Penalty: 692.587585
	Iteration 65Q: 3 clusters Score -129144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -129144.695312 Penalty: 692.587585
	Iteration 66Q: 3 clusters Score -129144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129145.085938 Penalty: 692.587585
	Iteration 67Q: 3 clusters Score -129145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129145.320312 Penalty: 692.587585
	Iteration 68Q: 3 clusters Score -129145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -129145.500000 Penalty: 692.587585
	Iteration 69Q: 3 clusters Score -129145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129145.562500 Penalty: 692.587585
	Iteration 70Q: 3 clusters Score -129145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -129145.562500 Penalty: 692.587585
	Iteration 71F: 3 clusters Score -129145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -29782.763672 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -29782.76 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 266 members 
Entering Unmasked Estep 
Score: -29315.623047 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -29315.62 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29507.853516 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -29507.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29533.314453 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -29533.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29553.785156 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -29553.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29575.525391 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -29575.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29608.818359 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -29608.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29638.736328 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -29638.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29666.708984 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -29666.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29690.705078 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -29690.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29703.404297 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -29703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29715.015625 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -29715.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29722.488281 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -29722.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29745.091797 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -29745.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29753.558594 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -29753.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29764.957031 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -29764.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29778.419922 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -29778.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29789.867188 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -29789.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29798.462891 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -29798.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29809.878906 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -29809.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29818.425781 Penalty: 564.246338
	Iteration 19Q: 3 clusters Score -29818.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29818.425781 Penalty: 564.246338
	Iteration 20F: 3 clusters Score -29818.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 255 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 238 members 
Entering Unmasked Estep 
Score: -53298140.000000 Penalty: 47402.378906
Splitting cluster 30 changes total score from -53298368.000000 to -53298140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -309601.937500 Penalty: 388.379761
	Iteration 0F: 2 clusters Score -309601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -306175.218750 Penalty: 776.759521
	Iteration 0F: 3 clusters Score -306175.2 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -307469.875000 Penalty: 776.759521
	Iteration 1F: 3 clusters Score -307469.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -307598.968750 Penalty: 776.759521
	Iteration 2F: 3 clusters Score -307599 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -307707.312500 Penalty: 776.759521
	Iteration 3Q: 3 clusters Score -307707.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -307819.531250 Penalty: 776.759521
	Iteration 4Q: 3 clusters Score -307819.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -307970.312500 Penalty: 776.759521
	Iteration 5Q: 3 clusters Score -307970.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -308119.687500 Penalty: 776.759521
	Iteration 6Q: 3 clusters Score -308119.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -308263.062500 Penalty: 776.759521
	Iteration 7Q: 3 clusters Score -308263.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -308401.468750 Penalty: 776.759521
	Iteration 8Q: 3 clusters Score -308401.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -308544.968750 Penalty: 776.759521
	Iteration 9Q: 3 clusters Score -308545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -308654.437500 Penalty: 776.759521
	Iteration 10Q: 3 clusters Score -308654.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -308756.093750 Penalty: 776.759521
	Iteration 11Q: 3 clusters Score -308756.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -308845.625000 Penalty: 776.759521
	Iteration 12Q: 3 clusters Score -308845.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -308919.093750 Penalty: 776.759521
	Iteration 13Q: 3 clusters Score -308919.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -308980.437500 Penalty: 776.759521
	Iteration 14Q: 3 clusters Score -308980.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -309037.187500 Penalty: 776.759521
	Iteration 15Q: 3 clusters Score -309037.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -309087.718750 Penalty: 776.759521
	Iteration 16Q: 3 clusters Score -309087.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -309137.531250 Penalty: 776.759521
	Iteration 17Q: 3 clusters Score -309137.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -309173.062500 Penalty: 776.759521
	Iteration 18Q: 3 clusters Score -309173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -309194.000000 Penalty: 776.759521
	Iteration 19Q: 3 clusters Score -309194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -309207.875000 Penalty: 776.759521
	Iteration 20F: 3 clusters Score -309207.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -309224.750000 Penalty: 776.759521
	Iteration 21Q: 3 clusters Score -309224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -309231.468750 Penalty: 776.759521
	Iteration 22Q: 3 clusters Score -309231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -309239.343750 Penalty: 776.759521
	Iteration 23Q: 3 clusters Score -309239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -309248.562500 Penalty: 776.759521
	Iteration 24Q: 3 clusters Score -309248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -309259.687500 Penalty: 776.759521
	Iteration 25Q: 3 clusters Score -309259.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -309267.968750 Penalty: 776.759521
	Iteration 26Q: 3 clusters Score -309268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -309275.468750 Penalty: 776.759521
	Iteration 27Q: 3 clusters Score -309275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -309278.468750 Penalty: 776.759521
	Iteration 28Q: 3 clusters Score -309278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -309283.375000 Penalty: 776.759521
	Iteration 29Q: 3 clusters Score -309283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -309284.125000 Penalty: 776.759521
	Iteration 30Q: 3 clusters Score -309284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -309284.125000 Penalty: 776.759521
	Iteration 31F: 3 clusters Score -309284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Entering Unmasked Estep 
Score: -2301.962158 Penalty: 166.692047
	Iteration 0F: 2 clusters Score -2301.962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2190.813232 Penalty: 333.384094
	Iteration 0F: 3 clusters Score -2190.813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38945.527344 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38945.53 nChanged 228
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: -39081.910156 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39081.91 nChanged 44
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: -39121.765625 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39121.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39158.234375 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -39158.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39198.191406 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39198.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39219.007812 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39219.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39245.953125 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39245.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -39262.000000 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39271.375000 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39271.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39279.917969 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39279.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39285.285156 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39285.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39287.519531 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39287.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39289.035156 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39289.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39291.699219 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -39291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39293.449219 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -39293.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39294.835938 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -39294.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39295.203125 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -39295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39295.464844 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -39295.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39296.222656 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -39296.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39298.398438 Penalty: 581.816772
	Iteration 19Q: 3 clusters Score -39298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39300.250000 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -39300.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39301.070312 Penalty: 581.816772
	Iteration 21Q: 3 clusters Score -39301.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39301.347656 Penalty: 581.816772
	Iteration 22Q: 3 clusters Score -39301.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39301.347656 Penalty: 581.816772
	Iteration 23F: 3 clusters Score -39301.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6801.008789 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6801.009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6590.869629 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6590.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6634.936523 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6634.937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6645.154785 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -6645.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6645.751953 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6645.752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6649.889160 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6649.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6649.889160 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -6649.889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -39348.832031 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -39348.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38774.867188 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -38774.87 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39003.242188 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -39003.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39132.078125 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -39132.08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39195.445312 Penalty: 586.848938
	Iteration 3F: 3 clusters Score -39195.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39218.738281 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -39218.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39225.875000 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -39225.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39229.527344 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -39229.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39232.550781 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -39232.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39232.578125 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -39232.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39233.929688 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -39233.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39235.253906 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -39235.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39237.457031 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -39237.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39238.226562 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -39238.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39238.617188 Penalty: 586.848938
	Iteration 13Q: 3 clusters Score -39238.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39239.433594 Penalty: 586.848938
	Iteration 14Q: 3 clusters Score -39239.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39240.062500 Penalty: 586.848938
	Iteration 15Q: 3 clusters Score -39240.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39242.679688 Penalty: 586.848938
	Iteration 16Q: 3 clusters Score -39242.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39244.726562 Penalty: 586.848938
	Iteration 17Q: 3 clusters Score -39244.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39245.062500 Penalty: 586.848938
	Iteration 18Q: 3 clusters Score -39245.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39245.472656 Penalty: 586.848938
	Iteration 19Q: 3 clusters Score -39245.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39246.542969 Penalty: 586.848938
	Iteration 20F: 3 clusters Score -39246.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39247.234375 Penalty: 586.848938
	Iteration 21Q: 3 clusters Score -39247.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39249.640625 Penalty: 586.848938
	Iteration 22Q: 3 clusters Score -39249.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39255.210938 Penalty: 586.848938
	Iteration 23Q: 3 clusters Score -39255.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39263.406250 Penalty: 586.848938
	Iteration 24Q: 3 clusters Score -39263.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39273.855469 Penalty: 586.848938
	Iteration 25Q: 3 clusters Score -39273.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39282.957031 Penalty: 586.848938
	Iteration 26Q: 3 clusters Score -39282.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39286.625000 Penalty: 586.848938
	Iteration 27Q: 3 clusters Score -39286.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39289.070312 Penalty: 586.848938
	Iteration 28Q: 3 clusters Score -39289.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39289.507812 Penalty: 586.848938
	Iteration 29Q: 3 clusters Score -39289.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39290.527344 Penalty: 586.848938
	Iteration 30Q: 3 clusters Score -39290.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39291.519531 Penalty: 586.848938
	Iteration 31Q: 3 clusters Score -39291.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39292.117188 Penalty: 586.848938
	Iteration 32Q: 3 clusters Score -39292.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39292.324219 Penalty: 586.848938
	Iteration 33Q: 3 clusters Score -39292.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39292.324219 Penalty: 586.848938
	Iteration 34F: 3 clusters Score -39292.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 107 members 
Entering Unmasked Estep 
Score: -5019.097656 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5019.098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5090.225586 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5090.226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5123.425293 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5123.425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5138.215820 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -5138.216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5144.518555 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5144.519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5145.593262 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5145.593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5145.593262 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -5145.593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -14648.080078 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -14648.08 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 117 members 
Entering Unmasked Estep 
Score: -14349.423828 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -14349.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14446.631836 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -14446.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14470.750000 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -14470.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14482.614258 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -14482.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14488.370117 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -14488.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14498.637695 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -14498.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14510.604492 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -14510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14513.456055 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -14513.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14517.861328 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -14517.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14521.501953 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -14521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14531.833008 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -14531.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14543.378906 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -14543.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14559.473633 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -14559.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14569.895508 Penalty: 496.434235
	Iteration 13Q: 3 clusters Score -14569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14576.109375 Penalty: 496.434235
	Iteration 14Q: 3 clusters Score -14576.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14577.816406 Penalty: 496.434235
	Iteration 15Q: 3 clusters Score -14577.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14582.810547 Penalty: 496.434235
	Iteration 16Q: 3 clusters Score -14582.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14583.265625 Penalty: 496.434235
	Iteration 17Q: 3 clusters Score -14583.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14583.265625 Penalty: 496.434235
	Iteration 18F: 3 clusters Score -14583.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -9525.911133 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -9525.911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -9285.501953 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -9285.502 nChanged 37
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: -9366.885742 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -9366.886 nChanged 7
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: -9373.113281 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -9373.113 nChanged 3
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: -9374.899414 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -9374.899 nChanged 0
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: -9374.899414 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -9374.899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 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 163 members 
Entering Unmasked Estep 
Score: -18883.185547 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18883.19 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18987.201172 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -18987.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19016.126953 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -19016.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19030.101562 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -19030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19041.939453 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -19041.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19052.728516 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19052.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19059.310547 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19059.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19060.601562 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19061.552734 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19061.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19062.634766 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19062.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19064.929688 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19064.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19067.476562 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -19067.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19068.494141 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -19068.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19070.931641 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -19070.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19074.857422 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -19074.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19075.507812 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -19075.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19076.736328 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -19076.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19083.173828 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -19083.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19098.109375 Penalty: 522.321167
	Iteration 18Q: 3 clusters Score -19098.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19120.843750 Penalty: 522.321167
	Iteration 19Q: 3 clusters Score -19120.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19134.951172 Penalty: 522.321167
	Iteration 20F: 3 clusters Score -19134.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19139.183594 Penalty: 522.321167
	Iteration 21Q: 3 clusters Score -19139.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19146.580078 Penalty: 522.321167
	Iteration 22Q: 3 clusters Score -19146.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19160.335938 Penalty: 522.321167
	Iteration 23Q: 3 clusters Score -19160.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19173.382812 Penalty: 522.321167
	Iteration 24Q: 3 clusters Score -19173.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19184.628906 Penalty: 522.321167
	Iteration 25Q: 3 clusters Score -19184.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19198.933594 Penalty: 522.321167
	Iteration 26Q: 3 clusters Score -19198.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19207.902344 Penalty: 522.321167
	Iteration 27Q: 3 clusters Score -19207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19217.119141 Penalty: 522.321167
	Iteration 28Q: 3 clusters Score -19217.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19231.906250 Penalty: 522.321167
	Iteration 29Q: 3 clusters Score -19231.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19240.455078 Penalty: 522.321167
	Iteration 30Q: 3 clusters Score -19240.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19244.169922 Penalty: 522.321167
	Iteration 31Q: 3 clusters Score -19244.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19259.652344 Penalty: 522.321167
	Iteration 32Q: 3 clusters Score -19259.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19262.605469 Penalty: 522.321167
	Iteration 33Q: 3 clusters Score -19262.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19270.199219 Penalty: 522.321167
	Iteration 34F: 3 clusters Score -19270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19290.564453 Penalty: 522.321167
	Iteration 35Q: 3 clusters Score -19290.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19343.458984 Penalty: 522.321167
	Iteration 36Q: 3 clusters Score -19343.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19359.066406 Penalty: 522.321167
	Iteration 37Q: 3 clusters Score -19359.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19368.814453 Penalty: 522.321167
	Iteration 38Q: 3 clusters Score -19368.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19377.339844 Penalty: 522.321167
	Iteration 39Q: 3 clusters Score -19377.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19381.291016 Penalty: 522.321167
	Iteration 40F: 3 clusters Score -19381.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 151 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 160 members 
Entering Unmasked Estep 
Score: -53298272.000000 Penalty: 47402.378906
Splitting cluster 39 changes total score from -53298368.000000 to -53298272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9235.931641 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9235.932 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 90 members 
Entering Unmasked Estep 
Score: -8984.956055 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8984.956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9059.038086 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -9059.038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9073.871094 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9073.871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9080.656250 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -9080.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9080.656250 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -9080.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18890.873047 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18890.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18531.828125 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18531.83 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18629.595703 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18629.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18662.486328 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18662.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18683.425781 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -18683.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18696.671875 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18696.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18702.857422 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18702.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18719.531250 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18719.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18751.572266 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18751.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18767.251953 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18767.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18782.083984 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18782.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18791.943359 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18791.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18793.474609 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18793.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18794.847656 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18794.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18797.343750 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -18797.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18797.343750 Penalty: 517.822693
	Iteration 14F: 3 clusters Score -18797.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -4643.714355 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -4643.714 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 63 members 
Entering Unmasked Estep 
Score: -4428.046875 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -4428.047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4479.226074 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -4479.226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4502.373535 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -4502.374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4510.058594 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -4510.059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4510.914062 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -4510.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4510.914062 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -4510.914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 73 members 
Entering Unmasked Estep 
Score: -8575.736328 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8575.736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8625.547852 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8625.548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8637.068359 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8637.068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8640.219727 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8640.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8641.524414 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8641.524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8642.737305 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8642.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8642.737305 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -8642.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -36328.347656 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -36328.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35780.628906 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -35780.63 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36089.101562 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -36089.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36210.546875 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -36210.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36311.914062 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -36311.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36373.058594 Penalty: 585.104492
	Iteration 4Q: 3 clusters Score -36373.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36405.265625 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -36405.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36418.761719 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -36418.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36427.445312 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -36427.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36431.574219 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -36431.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36433.472656 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -36433.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36435.265625 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -36435.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36436.156250 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -36436.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36437.972656 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -36437.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36439.265625 Penalty: 585.104492
	Iteration 13Q: 3 clusters Score -36439.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36440.339844 Penalty: 585.104492
	Iteration 14Q: 3 clusters Score -36440.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36441.164062 Penalty: 585.104492
	Iteration 15Q: 3 clusters Score -36441.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36441.929688 Penalty: 585.104492
	Iteration 16Q: 3 clusters Score -36441.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36442.867188 Penalty: 585.104492
	Iteration 17Q: 3 clusters Score -36442.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36443.726562 Penalty: 585.104492
	Iteration 18Q: 3 clusters Score -36443.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36444.230469 Penalty: 585.104492
	Iteration 19Q: 3 clusters Score -36444.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36444.230469 Penalty: 585.104492
	Iteration 20F: 3 clusters Score -36444.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 274 members 
Entering Unmasked Estep 
Score: -53298144.000000 Penalty: 47402.378906
Splitting cluster 44 changes total score from -53298368.000000 to -53298144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -52329.742188 Penalty: 304.035919
	Iteration 0F: 2 clusters Score -52329.74 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 373 members 
Entering Unmasked Estep 
Score: -51667.382812 Penalty: 608.071838
	Iteration 0F: 3 clusters Score -51667.38 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51895.882812 Penalty: 608.071838
	Iteration 1F: 3 clusters Score -51895.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51982.109375 Penalty: 608.071838
	Iteration 2F: 3 clusters Score -51982.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52064.468750 Penalty: 608.071838
	Iteration 3F: 3 clusters Score -52064.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52135.558594 Penalty: 608.071838
	Iteration 4F: 3 clusters Score -52135.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52182.035156 Penalty: 608.071838
	Iteration 5Q: 3 clusters Score -52182.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52227.496094 Penalty: 608.071838
	Iteration 6Q: 3 clusters Score -52227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52256.859375 Penalty: 608.071838
	Iteration 7Q: 3 clusters Score -52256.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52272.125000 Penalty: 608.071838
	Iteration 8Q: 3 clusters Score -52272.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52276.070312 Penalty: 608.071838
	Iteration 9Q: 3 clusters Score -52276.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52280.410156 Penalty: 608.071838
	Iteration 10Q: 3 clusters Score -52280.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52285.468750 Penalty: 608.071838
	Iteration 11Q: 3 clusters Score -52285.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52289.367188 Penalty: 608.071838
	Iteration 12Q: 3 clusters Score -52289.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52291.347656 Penalty: 608.071838
	Iteration 13Q: 3 clusters Score -52291.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52294.824219 Penalty: 608.071838
	Iteration 14Q: 3 clusters Score -52294.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52299.925781 Penalty: 608.071838
	Iteration 15Q: 3 clusters Score -52299.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52303.183594 Penalty: 608.071838
	Iteration 16Q: 3 clusters Score -52303.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52304.652344 Penalty: 608.071838
	Iteration 17Q: 3 clusters Score -52304.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52304.652344 Penalty: 608.071838
	Iteration 18F: 3 clusters Score -52304.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 105 members 
Entering Unmasked Estep 
Score: -12133.061523 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12133.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12235.131836 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12235.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12260.272461 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12260.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12273.758789 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12273.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12286.669922 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12286.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12293.541992 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12293.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12301.081055 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12301.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12303.257812 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12303.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12303.257812 Penalty: 481.232300
	Iteration 8F: 3 clusters Score -12303.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4353.314941 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4353.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4133.991699 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4133.992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4199.141602 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4199.142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4235.894531 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4235.895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4251.076660 Penalty: 416.298676
	Iteration 3F: 3 clusters Score -4251.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4251.750977 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4251.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4251.750977 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -4251.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8721.478516 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8721.479 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 72 members 
Entering Unmasked Estep 
Score: -8461.196289 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8461.196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8498.970703 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8498.971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8509.747070 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -8509.747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8520.439453 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8520.439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8539.475586 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8539.476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8567.180664 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -8567.181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8578.566406 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -8578.566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8606.151367 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -8606.151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8629.578125 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -8629.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8642.262695 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -8642.263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8656.349609 Penalty: 456.572449
	Iteration 10Q: 3 clusters Score -8656.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8664.444336 Penalty: 456.572449
	Iteration 11Q: 3 clusters Score -8664.444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8664.444336 Penalty: 456.572449
	Iteration 12F: 3 clusters Score -8664.444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 85 members 
Entering Unmasked Estep 
Score: -9715.606445 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9715.606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9831.391602 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9831.392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9906.090820 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9906.091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9979.056641 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -9979.057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10004.019531 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -10004.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10007.754883 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -10007.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10010.260742 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -10010.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10010.260742 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -10010.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 70 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 95 members 
Entering Unmasked Estep 
Score: -53298144.000000 Penalty: 47402.378906
Splitting cluster 49 changes total score from -53298368.000000 to -53298144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (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: -31581.474609 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -31581.47 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 229 members 
Entering Unmasked Estep 
Score: -31125.876953 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -31125.88 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31241.201172 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -31241.2 nChanged 36
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: -31276.089844 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -31276.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31301.830078 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -31301.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31314.275391 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -31314.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31317.882812 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -31317.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31321.339844 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -31321.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31322.492188 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -31322.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31322.822266 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -31322.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31322.822266 Penalty: 551.804443
	Iteration 9F: 3 clusters Score -31322.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -17344.312500 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -17344.31 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 146 members 
Entering Unmasked Estep 
Score: -17016.771484 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -17016.77 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17172.666016 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -17172.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17229.292969 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -17229.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17266.730469 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -17266.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17277.675781 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -17277.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17294.230469 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -17294.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17302.029297 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -17302.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17304.251953 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -17304.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17305.304688 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -17305.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17305.769531 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -17305.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17306.076172 Penalty: 523.772522
	Iteration 10Q: 3 clusters Score -17306.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17306.076172 Penalty: 523.772522
	Iteration 11F: 3 clusters Score -17306.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -74064.203125 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -74064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73177.421875 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -73177.42 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73549.312500 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -73549.31 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73659.468750 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -73659.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -73723.960938 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -73723.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -73769.546875 Penalty: 641.403198
	Iteration 4Q: 3 clusters Score -73769.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -73816.507812 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -73816.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -73852.812500 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -73852.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -73888.718750 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -73888.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -73919.390625 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -73919.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73949.421875 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -73949.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -73980.085938 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -73980.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -73988.867188 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -73988.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -73994.234375 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -73994.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -73997.765625 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -73997.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -73999.882812 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -73999.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -74004.195312 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -74004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74009.210938 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -74009.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74014.929688 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -74014.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -74032.476562 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -74032.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -74052.250000 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -74052.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -74065.531250 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -74065.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -74081.578125 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -74081.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -74104.578125 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -74104.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -74121.734375 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -74121.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74151.976562 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -74151.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -74169.976562 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -74169.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -74184.562500 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -74184.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -74200.953125 Penalty: 641.403198
	Iteration 27Q: 3 clusters Score -74200.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -74208.921875 Penalty: 641.403198
	Iteration 28Q: 3 clusters Score -74208.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -74210.171875 Penalty: 641.403198
	Iteration 29Q: 3 clusters Score -74210.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -74215.296875 Penalty: 641.403198
	Iteration 30F: 3 clusters Score -74215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -74216.578125 Penalty: 641.403198
	Iteration 31Q: 3 clusters Score -74216.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -74216.578125 Penalty: 641.403198
	Iteration 32F: 3 clusters Score -74216.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 878 members 
Entering Unmasked Estep 
Score: -53298308.000000 Penalty: 47402.378906
Splitting cluster 52 changes total score from -53298368.000000 to -53298308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -10300.449219 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10300.45 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 91 members 
Entering Unmasked Estep 
Score: -10039.249023 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -10039.25 nChanged 59
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: -10121.707031 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10121.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10224.205078 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10224.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10310.517578 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10310.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10338.391602 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10338.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10352.812500 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10352.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10372.760742 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10372.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10379.449219 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10379.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10379.449219 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -10379.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 123 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 76 members 
Entering Unmasked Estep 
Score: -53298164.000000 Penalty: 47402.378906
Splitting cluster 53 changes total score from -53298368.000000 to -53298164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -71998.460938 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -71998.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71111.500000 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -71111.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71379.015625 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -71379.02 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71449.460938 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -71449.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71511.562500 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -71511.56 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71557.515625 Penalty: 639.162048
	Iteration 4F: 3 clusters Score -71557.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71591.875000 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -71591.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71617.367188 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -71617.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71651.359375 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -71651.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71683.757812 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -71683.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71705.085938 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -71705.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71731.343750 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -71731.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71758.648438 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -71758.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71776.242188 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -71776.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71800.351562 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -71800.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71824.593750 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -71824.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71839.765625 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -71839.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71854.062500 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -71854.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71856.851562 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -71856.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71858.601562 Penalty: 639.162048
	Iteration 18Q: 3 clusters Score -71858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71861.617188 Penalty: 639.162048
	Iteration 19Q: 3 clusters Score -71861.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71862.234375 Penalty: 639.162048
	Iteration 20F: 3 clusters Score -71862.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71864.585938 Penalty: 639.162048
	Iteration 21Q: 3 clusters Score -71864.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71866.328125 Penalty: 639.162048
	Iteration 22Q: 3 clusters Score -71866.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71866.328125 Penalty: 639.162048
	Iteration 23F: 3 clusters Score -71866.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -21649.542969 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -21649.54 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 165 members 
Entering Unmasked Estep 
Score: -21251.148438 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -21251.15 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21375.921875 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -21375.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21464.160156 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -21464.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21536.080078 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -21536.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21588.427734 Penalty: 532.811523
	Iteration 4F: 3 clusters Score -21588.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21644.685547 Penalty: 532.811523
	Iteration 5F: 3 clusters Score -21644.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21704.517578 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -21704.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21723.849609 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -21723.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21731.447266 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -21731.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21736.660156 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -21736.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21740.394531 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -21740.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21741.447266 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -21741.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21741.447266 Penalty: 532.811523
	Iteration 12F: 3 clusters Score -21741.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 171 members 
Entering Unmasked Estep 
Score: -53298232.000000 Penalty: 47402.378906
Splitting cluster 55 changes total score from -53298368.000000 to -53298232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -36726.632812 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -36726.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36172.648438 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -36172.65 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36422.558594 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -36422.56 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36521.953125 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -36521.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36584.187500 Penalty: 583.176147
	Iteration 3F: 3 clusters Score -36584.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36618.636719 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -36618.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36644.484375 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -36644.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36659.710938 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -36659.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36663.480469 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -36663.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -36665.359375 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -36665.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36667.421875 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -36667.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36667.738281 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -36667.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36667.738281 Penalty: 583.176147
	Iteration 11F: 3 clusters Score -36667.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -50064.496094 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50064.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50205.101562 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50205.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50235.679688 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50235.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50254.046875 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -50254.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50268.187500 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -50268.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50290.953125 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -50290.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50314.183594 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50314.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50349.628906 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50349.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50388.839844 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50388.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50418.328125 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50418.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50439.156250 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50439.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50450.816406 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50450.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50455.273438 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50455.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50457.871094 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50457.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50462.839844 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50462.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50468.792969 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -50468.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50472.308594 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -50472.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50476.953125 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -50476.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50479.050781 Penalty: 604.821533
	Iteration 18Q: 3 clusters Score -50479.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50482.269531 Penalty: 604.821533
	Iteration 19Q: 3 clusters Score -50482.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50485.617188 Penalty: 604.821533
	Iteration 20F: 3 clusters Score -50485.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50487.093750 Penalty: 604.821533
	Iteration 21Q: 3 clusters Score -50487.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50487.609375 Penalty: 604.821533
	Iteration 22Q: 3 clusters Score -50487.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50487.898438 Penalty: 604.821533
	Iteration 23Q: 3 clusters Score -50487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50488.535156 Penalty: 604.821533
	Iteration 24Q: 3 clusters Score -50488.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50489.042969 Penalty: 604.821533
	Iteration 25Q: 3 clusters Score -50489.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50489.109375 Penalty: 604.821533
	Iteration 26Q: 3 clusters Score -50489.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50489.109375 Penalty: 604.821533
	Iteration 27F: 3 clusters Score -50489.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9115.518555 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9115.519 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 85 members 
Entering Unmasked Estep 
Score: -8881.472656 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8881.473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8995.374023 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -8995.374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9105.715820 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9105.716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9249.405273 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -9249.405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9261.345703 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -9261.346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9265.747070 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -9265.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9267.038086 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -9267.038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9267.038086 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -9267.038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 103 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 67 members 
Entering Unmasked Estep 
Score: -53298240.000000 Penalty: 47402.378906
Splitting cluster 58 changes total score from -53298368.000000 to -53298240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -96739.343750 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -96739.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -95614.226562 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -95614.23 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -96057.320312 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -96057.32 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -96185.742188 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -96185.74 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96322.945312 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -96322.95 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -96442.039062 Penalty: 667.305115
	Iteration 4F: 3 clusters Score -96442.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96524.601562 Penalty: 667.305115
	Iteration 5F: 3 clusters Score -96524.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96595.000000 Penalty: 667.305115
	Iteration 6Q: 3 clusters Score -96595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96649.429688 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -96649.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96680.671875 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -96680.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96689.171875 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -96689.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96694.875000 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -96694.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96700.937500 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -96700.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96709.187500 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -96709.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96715.968750 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -96715.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96717.992188 Penalty: 667.305115
	Iteration 14Q: 3 clusters Score -96717.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96722.000000 Penalty: 667.305115
	Iteration 15Q: 3 clusters Score -96722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96724.820312 Penalty: 667.305115
	Iteration 16Q: 3 clusters Score -96724.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96726.140625 Penalty: 667.305115
	Iteration 17Q: 3 clusters Score -96726.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96727.578125 Penalty: 667.305115
	Iteration 18Q: 3 clusters Score -96727.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96730.195312 Penalty: 667.305115
	Iteration 19Q: 3 clusters Score -96730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96736.781250 Penalty: 667.305115
	Iteration 20F: 3 clusters Score -96736.78 nChanged 11
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: -96749.820312 Penalty: 667.305115
	Iteration 21Q: 3 clusters Score -96749.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96764.437500 Penalty: 667.305115
	Iteration 22Q: 3 clusters Score -96764.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96774.468750 Penalty: 667.305115
	Iteration 23Q: 3 clusters Score -96774.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96782.187500 Penalty: 667.305115
	Iteration 24Q: 3 clusters Score -96782.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96798.554688 Penalty: 667.305115
	Iteration 25Q: 3 clusters Score -96798.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96810.812500 Penalty: 667.305115
	Iteration 26Q: 3 clusters Score -96810.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96825.609375 Penalty: 667.305115
	Iteration 27Q: 3 clusters Score -96825.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96828.585938 Penalty: 667.305115
	Iteration 28Q: 3 clusters Score -96828.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96830.234375 Penalty: 667.305115
	Iteration 29Q: 3 clusters Score -96830.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96830.562500 Penalty: 667.305115
	Iteration 30Q: 3 clusters Score -96830.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96830.562500 Penalty: 667.305115
	Iteration 31F: 3 clusters Score -96830.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1023 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 507 members 
Entering Unmasked Estep 
Score: -53298272.000000 Penalty: 47402.378906
Splitting cluster 59 changes total score from -53298368.000000 to -53298272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 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 67 members 
Entering Unmasked Estep 
Score: -2030.510254 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2030.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2069.042480 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2069.042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2081.879150 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2081.879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2086.883301 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2086.883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2086.883301 Penalty: 449.037140
	Iteration 4F: 3 clusters Score -2086.883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -15544.045898 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -15544.05 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 118 members 
Entering Unmasked Estep 
Score: -15219.213867 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -15219.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15357.123047 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -15357.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15383.411133 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -15383.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15393.264648 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -15393.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15397.765625 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -15397.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15398.880859 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -15398.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15400.375977 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -15400.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15405.284180 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -15405.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15418.796875 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -15418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15424.311523 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -15424.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15425.538086 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -15425.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15425.538086 Penalty: 503.538452
	Iteration 11F: 3 clusters Score -15425.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -8297.196289 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8297.196 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 72 members 
Entering Unmasked Estep 
Score: -8075.680664 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8075.681 nChanged 38
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: -8160.865234 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8160.865 nChanged 12
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: -8230.339844 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8230.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8304.738281 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -8304.738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8313.653320 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8313.653 nChanged 1
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: -8320.093750 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8320.094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8375.262695 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8375.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8378.985352 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -8378.985 nChanged 1
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: -8383.521484 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -8383.521 nChanged 0
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: -8383.521484 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -8383.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 95 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 52 members 
Entering Unmasked Estep 
Score: -53298192.000000 Penalty: 47402.378906
Splitting cluster 62 changes total score from -53298368.000000 to -53298192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10700.850586 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10700.85 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 123 members 
Entering Unmasked Estep 
Score: -10376.770508 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -10376.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10472.871094 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -10472.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10528.610352 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10528.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10548.746094 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -10548.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10557.151367 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10557.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10561.083984 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10561.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10562.467773 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -10562.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10563.771484 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -10563.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10565.009766 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -10565.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10565.261719 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -10565.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10565.261719 Penalty: 505.319305
	Iteration 10F: 3 clusters Score -10565.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3380.029785 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3380.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3245.032715 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3245.033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3268.867676 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3268.868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3271.289307 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3271.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3271.289307 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -3271.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 141 members 
Entering Unmasked Estep 
Score: -17529.935547 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17529.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17583.064453 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17583.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17589.904297 Penalty: 506.371338
	Iteration 2Q: 3 clusters Score -17589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17591.792969 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17591.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17596.810547 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17596.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17600.742188 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -17600.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17603.500000 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -17603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17607.601562 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -17607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17609.298828 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -17609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17611.103516 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -17611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17612.320312 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -17612.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17613.943359 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -17613.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17614.412109 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -17614.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17614.412109 Penalty: 506.371338
	Iteration 13F: 3 clusters Score -17614.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -59675.890625 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -59675.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58915.359375 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -58915.36 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -59181.585938 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -59181.59 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59243.691406 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -59243.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59303.339844 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -59303.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -59380.527344 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -59380.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59514.156250 Penalty: 625.457886
	Iteration 5F: 3 clusters Score -59514.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59579.097656 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -59579.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59610.714844 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -59610.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -59637.699219 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -59637.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -59655.093750 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -59655.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -59669.917969 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -59669.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59683.281250 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -59683.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59693.152344 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -59693.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -59702.382812 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -59702.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -59707.601562 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -59707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59711.675781 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -59711.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -59715.292969 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -59715.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -59718.265625 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -59718.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59722.019531 Penalty: 625.457886
	Iteration 18Q: 3 clusters Score -59722.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59723.253906 Penalty: 625.457886
	Iteration 19Q: 3 clusters Score -59723.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -59723.847656 Penalty: 625.457886
	Iteration 20F: 3 clusters Score -59723.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -59725.753906 Penalty: 625.457886
	Iteration 21Q: 3 clusters Score -59725.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59727.957031 Penalty: 625.457886
	Iteration 22Q: 3 clusters Score -59727.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -59730.980469 Penalty: 625.457886
	Iteration 23Q: 3 clusters Score -59730.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59737.628906 Penalty: 625.457886
	Iteration 24Q: 3 clusters Score -59737.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -59742.515625 Penalty: 625.457886
	Iteration 25Q: 3 clusters Score -59742.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -59747.707031 Penalty: 625.457886
	Iteration 26Q: 3 clusters Score -59747.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -59749.742188 Penalty: 625.457886
	Iteration 27Q: 3 clusters Score -59749.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59750.929688 Penalty: 625.457886
	Iteration 28Q: 3 clusters Score -59750.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59753.898438 Penalty: 625.457886
	Iteration 29Q: 3 clusters Score -59753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59754.855469 Penalty: 625.457886
	Iteration 30Q: 3 clusters Score -59754.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -59755.792969 Penalty: 625.457886
	Iteration 31Q: 3 clusters Score -59755.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -59756.593750 Penalty: 625.457886
	Iteration 32Q: 3 clusters Score -59756.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -59756.593750 Penalty: 625.457886
	Iteration 33F: 3 clusters Score -59756.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 228 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 93235 members 
Mstep: Class 76 contains 738 members 
Entering Unmasked Estep 
Score: -53298256.000000 Penalty: 47402.378906
Splitting cluster 66 changes total score from -53298368.000000 to -53298256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5990.013672 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5990.014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5768.151367 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -5768.151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5827.165527 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5827.166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5838.459961 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5838.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -95612.875000 Penalty: 334.448486
	Iteration 0F: 2 clusters Score -95612.88 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 799 members 
Entering Unmasked Estep 
Score: -94478.960938 Penalty: 668.896973
	Iteration 0F: 3 clusters Score -94478.96 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94846.093750 Penalty: 668.896973
	Iteration 1F: 3 clusters Score -94846.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94891.390625 Penalty: 668.896973
	Iteration 2F: 3 clusters Score -94891.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -94926.617188 Penalty: 668.896973
	Iteration 3F: 3 clusters Score -94926.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -94961.375000 Penalty: 668.896973
	Iteration 4Q: 3 clusters Score -94961.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -95002.851562 Penalty: 668.896973
	Iteration 5Q: 3 clusters Score -95002.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -95050.750000 Penalty: 668.896973
	Iteration 6Q: 3 clusters Score -95050.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -95094.351562 Penalty: 668.896973
	Iteration 7Q: 3 clusters Score -95094.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -95135.132812 Penalty: 668.896973
	Iteration 8Q: 3 clusters Score -95135.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -95179.648438 Penalty: 668.896973
	Iteration 9Q: 3 clusters Score -95179.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -95225.757812 Penalty: 668.896973
	Iteration 10Q: 3 clusters Score -95225.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -95247.765625 Penalty: 668.896973
	Iteration 11Q: 3 clusters Score -95247.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -95261.601562 Penalty: 668.896973
	Iteration 12Q: 3 clusters Score -95261.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -95269.273438 Penalty: 668.896973
	Iteration 13Q: 3 clusters Score -95269.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -95271.492188 Penalty: 668.896973
	Iteration 14Q: 3 clusters Score -95271.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -95273.750000 Penalty: 668.896973
	Iteration 15Q: 3 clusters Score -95273.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -95274.851562 Penalty: 668.896973
	Iteration 16Q: 3 clusters Score -95274.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -95276.023438 Penalty: 668.896973
	Iteration 17Q: 3 clusters Score -95276.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -95277.562500 Penalty: 668.896973
	Iteration 18Q: 3 clusters Score -95277.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -95277.828125 Penalty: 668.896973
	Iteration 19Q: 3 clusters Score -95277.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -95277.921875 Penalty: 668.896973
	Iteration 20F: 3 clusters Score -95277.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -95278.921875 Penalty: 668.896973
	Iteration 21Q: 3 clusters Score -95278.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -95280.156250 Penalty: 668.896973
	Iteration 22Q: 3 clusters Score -95280.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -95280.796875 Penalty: 668.896973
	Iteration 23Q: 3 clusters Score -95280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -95281.218750 Penalty: 668.896973
	Iteration 24Q: 3 clusters Score -95281.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -95281.210938 Penalty: 668.896973
	Iteration 25Q: 3 clusters Score -95281.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -95281.210938 Penalty: 668.896973
	Iteration 26F: 3 clusters Score -95281.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5108.202637 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5108.203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4929.858887 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4929.859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4974.289551 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4974.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4989.361816 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4989.362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4556.386230 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4556.386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4384.595703 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4384.596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4439.560059 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4439.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4447.995117 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4447.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4447.995117 Penalty: 397.619751
	Iteration 3F: 3 clusters Score -4447.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -27758.470703 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -27758.47 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 236 members 
Entering Unmasked Estep 
Score: -27307.580078 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -27307.58 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27462.494141 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -27462.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27507.283203 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -27507.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27532.708984 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -27532.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27556.183594 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -27556.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27571.763672 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -27571.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27576.224609 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -27576.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27581.685547 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -27581.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27584.843750 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -27584.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27593.791016 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -27593.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27606.753906 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -27606.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27609.771484 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -27609.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27610.736328 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -27610.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27611.460938 Penalty: 555.739075
	Iteration 13Q: 3 clusters Score -27611.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27612.927734 Penalty: 555.739075
	Iteration 14Q: 3 clusters Score -27612.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27614.287109 Penalty: 555.739075
	Iteration 15Q: 3 clusters Score -27614.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27616.525391 Penalty: 555.739075
	Iteration 16Q: 3 clusters Score -27616.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27617.128906 Penalty: 555.739075
	Iteration 17Q: 3 clusters Score -27617.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27617.128906 Penalty: 555.739075
	Iteration 18F: 3 clusters Score -27617.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (120401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Entering Unmasked Estep 
Score: -7368345.000000 Penalty: 532.285522
	Iteration 0F: 2 clusters Score -7368345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -7290277.500000 Penalty: 1064.571045
	Iteration 0F: 3 clusters Score -7290278 nChanged 59007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -7326425.000000 Penalty: 1064.571045
	Iteration 1F: 3 clusters Score -7326425 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -7327729.000000 Penalty: 1064.571045
	Iteration 2Q: 3 clusters Score -7327729 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -7329753.000000 Penalty: 1064.571045
	Iteration 3Q: 3 clusters Score -7329753 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -7333082.500000 Penalty: 1064.571045
	Iteration 4Q: 3 clusters Score -7333082 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -7338589.000000 Penalty: 1064.571045
	Iteration 5F: 3 clusters Score -7338589 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -7345549.500000 Penalty: 1064.571045
	Iteration 6F: 3 clusters Score -7345550 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -7351238.000000 Penalty: 1064.571045
	Iteration 7F: 3 clusters Score -7351238 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -7354097.000000 Penalty: 1064.571045
	Iteration 8Q: 3 clusters Score -7354097 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -7355471.000000 Penalty: 1064.571045
	Iteration 9Q: 3 clusters Score -7355471 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -7356300.000000 Penalty: 1064.571045
	Iteration 10Q: 3 clusters Score -7356300 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -7357031.500000 Penalty: 1064.571045
	Iteration 11Q: 3 clusters Score -7357032 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -7357733.000000 Penalty: 1064.571045
	Iteration 12Q: 3 clusters Score -7357733 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -7358325.500000 Penalty: 1064.571045
	Iteration 13Q: 3 clusters Score -7358326 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -7358985.000000 Penalty: 1064.571045
	Iteration 14Q: 3 clusters Score -7358985 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -7359546.500000 Penalty: 1064.571045
	Iteration 15Q: 3 clusters Score -7359546 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -7360062.000000 Penalty: 1064.571045
	Iteration 16Q: 3 clusters Score -7360062 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 90953 members 
Entering Unmasked Estep 
Score: -7360579.500000 Penalty: 1064.571045
	Iteration 17Q: 3 clusters Score -7360580 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -7361014.000000 Penalty: 1064.571045
	Iteration 18Q: 3 clusters Score -7361014 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -7361392.000000 Penalty: 1064.571045
	Iteration 19Q: 3 clusters Score -7361392 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -7361774.000000 Penalty: 1064.571045
	Iteration 20F: 3 clusters Score -7361774 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -7362192.000000 Penalty: 1064.571045
	Iteration 21Q: 3 clusters Score -7362192 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -7362535.000000 Penalty: 1064.571045
	Iteration 22Q: 3 clusters Score -7362535 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -7362912.500000 Penalty: 1064.571045
	Iteration 23Q: 3 clusters Score -7362912 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -7363251.500000 Penalty: 1064.571045
	Iteration 24Q: 3 clusters Score -7363252 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -7363521.000000 Penalty: 1064.571045
	Iteration 25Q: 3 clusters Score -7363521 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 97307 members 
Entering Unmasked Estep 
Score: -7363767.500000 Penalty: 1064.571045
	Iteration 26Q: 3 clusters Score -7363768 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -7364005.500000 Penalty: 1064.571045
	Iteration 27Q: 3 clusters Score -7364006 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -7364246.000000 Penalty: 1064.571045
	Iteration 28Q: 3 clusters Score -7364246 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -7364491.000000 Penalty: 1064.571045
	Iteration 29Q: 3 clusters Score -7364491 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -7364765.000000 Penalty: 1064.571045
	Iteration 30Q: 3 clusters Score -7364765 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -7364944.000000 Penalty: 1064.571045
	Iteration 31Q: 3 clusters Score -7364944 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -7365088.500000 Penalty: 1064.571045
	Iteration 32Q: 3 clusters Score -7365088 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -7365186.000000 Penalty: 1064.571045
	Iteration 33Q: 3 clusters Score -7365186 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 100476 members 
Entering Unmasked Estep 
Score: -7365275.500000 Penalty: 1064.571045
	Iteration 34Q: 3 clusters Score -7365276 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -7365339.000000 Penalty: 1064.571045
	Iteration 35Q: 3 clusters Score -7365339 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -7365452.000000 Penalty: 1064.571045
	Iteration 36Q: 3 clusters Score -7365452 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 101424 members 
Entering Unmasked Estep 
Score: -7365534.500000 Penalty: 1064.571045
	Iteration 37Q: 3 clusters Score -7365534 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -7365631.000000 Penalty: 1064.571045
	Iteration 38Q: 3 clusters Score -7365631 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 102095 members 
Entering Unmasked Estep 
Score: -7365718.500000 Penalty: 1064.571045
	Iteration 39Q: 3 clusters Score -7365718 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -7365792.500000 Penalty: 1064.571045
	Iteration 40F: 3 clusters Score -7365792 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -7365872.500000 Penalty: 1064.571045
	Iteration 41Q: 3 clusters Score -7365872 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -7365894.000000 Penalty: 1064.571045
	Iteration 42Q: 3 clusters Score -7365894 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -7365950.000000 Penalty: 1064.571045
	Iteration 43Q: 3 clusters Score -7365950 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -7365994.500000 Penalty: 1064.571045
	Iteration 44Q: 3 clusters Score -7365994 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -7366056.500000 Penalty: 1064.571045
	Iteration 45Q: 3 clusters Score -7366056 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -7366102.500000 Penalty: 1064.571045
	Iteration 46Q: 3 clusters Score -7366102 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -7366165.500000 Penalty: 1064.571045
	Iteration 47Q: 3 clusters Score -7366166 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -7366253.000000 Penalty: 1064.571045
	Iteration 48Q: 3 clusters Score -7366253 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -7366340.000000 Penalty: 1064.571045
	Iteration 49Q: 3 clusters Score -7366340 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -7366423.000000 Penalty: 1064.571045
	Iteration 50Q: 3 clusters Score -7366423 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 106130 members 
Entering Unmasked Estep 
Score: -7366494.000000 Penalty: 1064.571045
	Iteration 51Q: 3 clusters Score -7366494 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -7366576.500000 Penalty: 1064.571045
	Iteration 52Q: 3 clusters Score -7366576 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -7366656.500000 Penalty: 1064.571045
	Iteration 53Q: 3 clusters Score -7366656 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -7366735.000000 Penalty: 1064.571045
	Iteration 54Q: 3 clusters Score -7366735 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -7366792.000000 Penalty: 1064.571045
	Iteration 55Q: 3 clusters Score -7366792 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -7366849.500000 Penalty: 1064.571045
	Iteration 56Q: 3 clusters Score -7366850 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -7366908.000000 Penalty: 1064.571045
	Iteration 57Q: 3 clusters Score -7366908 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -7366980.000000 Penalty: 1064.571045
	Iteration 58Q: 3 clusters Score -7366980 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 109318 members 
Entering Unmasked Estep 
Score: -7367072.500000 Penalty: 1064.571045
	Iteration 59Q: 3 clusters Score -7367072 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -7367114.500000 Penalty: 1064.571045
	Iteration 60F: 3 clusters Score -7367114 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -7367155.000000 Penalty: 1064.571045
	Iteration 61Q: 3 clusters Score -7367155 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -7367226.500000 Penalty: 1064.571045
	Iteration 62Q: 3 clusters Score -7367226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -7367246.500000 Penalty: 1064.571045
	Iteration 63Q: 3 clusters Score -7367246 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -7367315.000000 Penalty: 1064.571045
	Iteration 64Q: 3 clusters Score -7367315 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -7367344.000000 Penalty: 1064.571045
	Iteration 65Q: 3 clusters Score -7367344 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -7367363.500000 Penalty: 1064.571045
	Iteration 66Q: 3 clusters Score -7367364 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 111801 members 
Entering Unmasked Estep 
Score: -7367386.500000 Penalty: 1064.571045
	Iteration 67Q: 3 clusters Score -7367386 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -7367429.000000 Penalty: 1064.571045
	Iteration 68Q: 3 clusters Score -7367429 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 112358 members 
Entering Unmasked Estep 
Score: -7367461.000000 Penalty: 1064.571045
	Iteration 69Q: 3 clusters Score -7367461 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 112660 members 
Entering Unmasked Estep 
Score: -7367471.500000 Penalty: 1064.571045
	Iteration 70Q: 3 clusters Score -7367472 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -7367487.500000 Penalty: 1064.571045
	Iteration 71Q: 3 clusters Score -7367488 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -7367533.500000 Penalty: 1064.571045
	Iteration 72Q: 3 clusters Score -7367534 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -7367555.500000 Penalty: 1064.571045
	Iteration 73Q: 3 clusters Score -7367556 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 113810 members 
Entering Unmasked Estep 
Score: -7367562.000000 Penalty: 1064.571045
	Iteration 74Q: 3 clusters Score -7367562 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 114103 members 
Entering Unmasked Estep 
Score: -7367602.500000 Penalty: 1064.571045
	Iteration 75Q: 3 clusters Score -7367602 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -7367641.000000 Penalty: 1064.571045
	Iteration 76Q: 3 clusters Score -7367641 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -7367668.500000 Penalty: 1064.571045
	Iteration 77Q: 3 clusters Score -7367668 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -7367682.000000 Penalty: 1064.571045
	Iteration 78Q: 3 clusters Score -7367682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -7367729.500000 Penalty: 1064.571045
	Iteration 79Q: 3 clusters Score -7367730 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -7367761.000000 Penalty: 1064.571045
	Iteration 80F: 3 clusters Score -7367761 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -7367780.000000 Penalty: 1064.571045
	Iteration 81Q: 3 clusters Score -7367780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 116070 members 
Entering Unmasked Estep 
Score: -7367799.500000 Penalty: 1064.571045
	Iteration 82Q: 3 clusters Score -7367800 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 116273 members 
Entering Unmasked Estep 
Score: -7367823.500000 Penalty: 1064.571045
	Iteration 83Q: 3 clusters Score -7367824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
Score: -7367852.000000 Penalty: 1064.571045
	Iteration 84Q: 3 clusters Score -7367852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -7367880.500000 Penalty: 1064.571045
	Iteration 85Q: 3 clusters Score -7367880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -7367895.500000 Penalty: 1064.571045
	Iteration 86Q: 3 clusters Score -7367896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -7367914.500000 Penalty: 1064.571045
	Iteration 87Q: 3 clusters Score -7367914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -7367950.500000 Penalty: 1064.571045
	Iteration 88Q: 3 clusters Score -7367950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -7367975.500000 Penalty: 1064.571045
	Iteration 89Q: 3 clusters Score -7367976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 117310 members 
Entering Unmasked Estep 
Score: -7367968.500000 Penalty: 1064.571045
	Iteration 90Q: 3 clusters Score -7367968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -7367977.500000 Penalty: 1064.571045
	Iteration 91Q: 3 clusters Score -7367978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -7367994.000000 Penalty: 1064.571045
	Iteration 92Q: 3 clusters Score -7367994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -7367995.000000 Penalty: 1064.571045
	Iteration 93Q: 3 clusters Score -7367995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -7368003.000000 Penalty: 1064.571045
	Iteration 94Q: 3 clusters Score -7368003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -7367997.000000 Penalty: 1064.571045
	Iteration 95Q: 3 clusters Score -7367997 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -7368021.000000 Penalty: 1064.571045
	Iteration 96Q: 3 clusters Score -7368021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 117895 members 
Entering Unmasked Estep 
Score: -7368031.000000 Penalty: 1064.571045
	Iteration 97Q: 3 clusters Score -7368031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -7368032.000000 Penalty: 1064.571045
	Iteration 98Q: 3 clusters Score -7368032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 118020 members 
Entering Unmasked Estep 
Score: -7368025.000000 Penalty: 1064.571045
	Iteration 99Q: 3 clusters Score -7368025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -7368029.000000 Penalty: 1064.571045
	Iteration 100F: 3 clusters Score -7368029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -7368030.000000 Penalty: 1064.571045
	Iteration 101Q: 3 clusters Score -7368030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 118198 members 
Entering Unmasked Estep 
Score: -7368026.000000 Penalty: 1064.571045
	Iteration 102Q: 3 clusters Score -7368026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -7368027.500000 Penalty: 1064.571045
	Iteration 103Q: 3 clusters Score -7368028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -7368034.000000 Penalty: 1064.571045
	Iteration 104Q: 3 clusters Score -7368034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 118359 members 
Entering Unmasked Estep 
Score: -7368043.500000 Penalty: 1064.571045
	Iteration 105Q: 3 clusters Score -7368044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -7368051.500000 Penalty: 1064.571045
	Iteration 106Q: 3 clusters Score -7368052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -7368060.000000 Penalty: 1064.571045
	Iteration 107Q: 3 clusters Score -7368060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 118497 members 
Entering Unmasked Estep 
Score: -7368074.000000 Penalty: 1064.571045
	Iteration 108Q: 3 clusters Score -7368074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 118547 members 
Entering Unmasked Estep 
Score: -7368083.000000 Penalty: 1064.571045
	Iteration 109Q: 3 clusters Score -7368083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -7368087.500000 Penalty: 1064.571045
	Iteration 110Q: 3 clusters Score -7368088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -7368088.000000 Penalty: 1064.571045
	Iteration 111Q: 3 clusters Score -7368088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -7368090.500000 Penalty: 1064.571045
	Iteration 112Q: 3 clusters Score -7368090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -7368087.500000 Penalty: 1064.571045
	Iteration 113Q: 3 clusters Score -7368088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 118743 members 
Entering Unmasked Estep 
Score: -7368085.500000 Penalty: 1064.571045
	Iteration 114Q: 3 clusters Score -7368086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 118774 members 
Entering Unmasked Estep 
Score: -7368090.500000 Penalty: 1064.571045
	Iteration 115Q: 3 clusters Score -7368090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -7368101.000000 Penalty: 1064.571045
	Iteration 116Q: 3 clusters Score -7368101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 118813 members 
Entering Unmasked Estep 
Score: -7368103.000000 Penalty: 1064.571045
	Iteration 117Q: 3 clusters Score -7368103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 118834 members 
Entering Unmasked Estep 
Score: -7368106.000000 Penalty: 1064.571045
	Iteration 118Q: 3 clusters Score -7368106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -7368106.500000 Penalty: 1064.571045
	Iteration 119Q: 3 clusters Score -7368106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 118876 members 
Entering Unmasked Estep 
Score: -7368102.000000 Penalty: 1064.571045
	Iteration 120F: 3 clusters Score -7368102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -7368095.500000 Penalty: 1064.571045
	Iteration 121Q: 3 clusters Score -7368096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 118923 members 
Entering Unmasked Estep 
Score: -7368100.000000 Penalty: 1064.571045
	Iteration 122Q: 3 clusters Score -7368100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -7368110.000000 Penalty: 1064.571045
	Iteration 123Q: 3 clusters Score -7368110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 118993 members 
Entering Unmasked Estep 
Score: -7368103.500000 Penalty: 1064.571045
	Iteration 124Q: 3 clusters Score -7368104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -7368101.500000 Penalty: 1064.571045
	Iteration 125Q: 3 clusters Score -7368102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -7368101.000000 Penalty: 1064.571045
	Iteration 126Q: 3 clusters Score -7368101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -7368095.500000 Penalty: 1064.571045
	Iteration 127Q: 3 clusters Score -7368096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 119087 members 
Entering Unmasked Estep 
Score: -7368104.000000 Penalty: 1064.571045
	Iteration 128Q: 3 clusters Score -7368104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -7368106.500000 Penalty: 1064.571045
	Iteration 129Q: 3 clusters Score -7368106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -7368110.000000 Penalty: 1064.571045
	Iteration 130Q: 3 clusters Score -7368110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -7368105.000000 Penalty: 1064.571045
	Iteration 131Q: 3 clusters Score -7368105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -7368098.500000 Penalty: 1064.571045
	Iteration 132Q: 3 clusters Score -7368098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -7368098.500000 Penalty: 1064.571045
	Iteration 133Q: 3 clusters Score -7368098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -7368095.500000 Penalty: 1064.571045
	Iteration 134Q: 3 clusters Score -7368096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -7368098.000000 Penalty: 1064.571045
	Iteration 135Q: 3 clusters Score -7368098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -7368100.000000 Penalty: 1064.571045
	Iteration 136Q: 3 clusters Score -7368100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -7368095.500000 Penalty: 1064.571045
	Iteration 137Q: 3 clusters Score -7368096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -7368098.000000 Penalty: 1064.571045
	Iteration 138Q: 3 clusters Score -7368098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -7368099.500000 Penalty: 1064.571045
	Iteration 139Q: 3 clusters Score -7368100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 119186 members 
Entering Unmasked Estep 
Score: -7368099.000000 Penalty: 1064.571045
	Iteration 140F: 3 clusters Score -7368099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 119188 members 
Entering Unmasked Estep 
Score: -7368096.000000 Penalty: 1064.571045
	Iteration 141Q: 3 clusters Score -7368096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -7368090.000000 Penalty: 1064.571045
	Iteration 142Q: 3 clusters Score -7368090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -7368089.500000 Penalty: 1064.571045
	Iteration 143Q: 3 clusters Score -7368090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -7368091.500000 Penalty: 1064.571045
	Iteration 144Q: 3 clusters Score -7368092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -7368093.500000 Penalty: 1064.571045
	Iteration 145Q: 3 clusters Score -7368094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -7368093.500000 Penalty: 1064.571045
	Iteration 146Q: 3 clusters Score -7368094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 119212 members 
Entering Unmasked Estep 
Score: -7368099.000000 Penalty: 1064.571045
	Iteration 147Q: 3 clusters Score -7368099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
Score: -7368099.500000 Penalty: 1064.571045
	Iteration 148Q: 3 clusters Score -7368100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
Score: -7368099.500000 Penalty: 1064.571045
	Iteration 149F: 3 clusters Score -7368100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -18447.865234 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -18447.87 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 141 members 
Entering Unmasked Estep 
Score: -18110.576172 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -18110.58 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18206.712891 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -18206.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18246.697266 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -18246.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18272.943359 Penalty: 517.205750
	Iteration 3Q: 3 clusters Score -18272.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18299.001953 Penalty: 517.205750
	Iteration 4F: 3 clusters Score -18299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18309.244141 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -18309.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18317.484375 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -18317.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18324.830078 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -18324.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18332.837891 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -18332.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18335.125000 Penalty: 517.205750
	Iteration 9Q: 3 clusters Score -18335.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18336.837891 Penalty: 517.205750
	Iteration 10Q: 3 clusters Score -18336.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18336.837891 Penalty: 517.205750
	Iteration 11F: 3 clusters Score -18336.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5833.064941 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5833.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5625.727051 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5625.727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5651.854492 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5651.854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5661.638184 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5661.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5672.647461 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5672.647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5679.047852 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -5679.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5683.643066 Penalty: 409.482697
	Iteration 5Q: 3 clusters Score -5683.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5685.665527 Penalty: 409.482697
	Iteration 6Q: 3 clusters Score -5685.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5685.665527 Penalty: 409.482697
	Iteration 7F: 3 clusters Score -5685.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81934 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89361 members 
Mstep: Class 18 contains 83541 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97940 members 
Mstep: Class 23 contains 102690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 23781 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1557 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120401 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299012.000000 Penalty: 46778.664062
Iteration 319Q: 76 clusters Score -5.329901e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 79724 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74873 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82169 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89418 members 
Mstep: Class 18 contains 83517 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97802 members 
Mstep: Class 23 contains 102982 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8556 members 
Mstep: Class 28 contains 24195 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5080 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1581 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 120197 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 91958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299484.000000 Penalty: 46778.664062
Iteration 320F: 76 clusters Score -5.329948e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79527 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74988 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82288 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89371 members 
Mstep: Class 18 contains 83504 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97593 members 
Mstep: Class 23 contains 103158 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8611 members 
Mstep: Class 28 contains 24587 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5074 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1597 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 119854 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 91510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299780.000000 Penalty: 46778.664062
Iteration 321Q: 76 clusters Score -5.329978e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 79361 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75137 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82330 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6746 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89335 members 
Mstep: Class 18 contains 83464 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97337 members 
Mstep: Class 23 contains 103266 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8661 members 
Mstep: Class 28 contains 24993 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1616 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 119528 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 91168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300092.000000 Penalty: 46778.664062
Iteration 322Q: 76 clusters Score -5.330009e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 79173 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75278 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82275 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6756 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89318 members 
Mstep: Class 18 contains 83432 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 97110 members 
Mstep: Class 23 contains 103298 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8681 members 
Mstep: Class 28 contains 25416 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5051 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1632 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 119191 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 91005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300376.000000 Penalty: 46778.664062
Iteration 323Q: 76 clusters Score -5.330038e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 79019 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75417 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82167 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89311 members 
Mstep: Class 18 contains 83385 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 96864 members 
Mstep: Class 23 contains 103273 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25784 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 430 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1655 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 118917 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300440.000000 Penalty: 46778.664062
Iteration 324Q: 76 clusters Score -5.330044e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 78895 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75534 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 82013 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6743 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89298 members 
Mstep: Class 18 contains 83316 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 96592 members 
Mstep: Class 23 contains 103248 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8734 members 
Mstep: Class 28 contains 26176 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5038 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1673 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 118619 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300932.000000 Penalty: 46778.664062
Iteration 325Q: 76 clusters Score -5.330093e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 78758 members 
Mstep: Class 3 contains 5991 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75634 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81862 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6739 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89289 members 
Mstep: Class 18 contains 83290 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 96274 members 
Mstep: Class 23 contains 103216 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8759 members 
Mstep: Class 28 contains 26580 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5042 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1686 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 118296 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301260.000000 Penalty: 46778.664062
Iteration 326Q: 76 clusters Score -5.330126e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 78640 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 1830 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75746 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81715 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89289 members 
Mstep: Class 18 contains 83276 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 95950 members 
Mstep: Class 23 contains 103120 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8787 members 
Mstep: Class 28 contains 26988 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5049 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1699 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 117982 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301108.000000 Penalty: 46778.664062
Iteration 327Q: 76 clusters Score -5.330111e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 78505 members 
Mstep: Class 3 contains 7121 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75865 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81554 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89301 members 
Mstep: Class 18 contains 83261 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 95645 members 
Mstep: Class 23 contains 102972 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8800 members 
Mstep: Class 28 contains 27409 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1713 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 117675 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301148.000000 Penalty: 46778.664062
Iteration 328Q: 76 clusters Score -5.330115e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 78379 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75980 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81404 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6737 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89276 members 
Mstep: Class 18 contains 83235 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 95342 members 
Mstep: Class 23 contains 102794 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8811 members 
Mstep: Class 28 contains 27846 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1722 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 117385 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301284.000000 Penalty: 46778.664062
Iteration 329Q: 76 clusters Score -5.330128e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 78251 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76065 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81276 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6745 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89235 members 
Mstep: Class 18 contains 83215 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 95029 members 
Mstep: Class 23 contains 102662 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 28300 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5040 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1732 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 117079 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301308.000000 Penalty: 46778.664062
Iteration 330Q: 76 clusters Score -5.330131e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 78136 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 1660 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76173 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 81113 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89202 members 
Mstep: Class 18 contains 83199 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 94733 members 
Mstep: Class 23 contains 102494 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8851 members 
Mstep: Class 28 contains 28742 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5036 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 121 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1744 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 116767 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301420.000000 Penalty: 46778.664062
Iteration 331Q: 76 clusters Score -5.330142e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 78051 members 
Mstep: Class 3 contains 9330 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76272 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80969 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89172 members 
Mstep: Class 18 contains 83156 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 94501 members 
Mstep: Class 23 contains 102301 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8864 members 
Mstep: Class 28 contains 29132 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5036 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1766 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 116488 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301604.000000 Penalty: 46778.664062
Iteration 332Q: 76 clusters Score -5.33016e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 77955 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76354 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80819 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89100 members 
Mstep: Class 18 contains 83138 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 94304 members 
Mstep: Class 23 contains 102110 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8878 members 
Mstep: Class 28 contains 29524 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5036 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1791 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 116208 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301628.000000 Penalty: 46778.664062
Iteration 333Q: 76 clusters Score -5.330163e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 77843 members 
Mstep: Class 3 contains 10353 members 
Mstep: Class 4 contains 1587 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76441 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80724 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89057 members 
Mstep: Class 18 contains 83113 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 94094 members 
Mstep: Class 23 contains 101909 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8898 members 
Mstep: Class 28 contains 29898 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5034 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1821 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 115932 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301584.000000 Penalty: 46778.664062
Iteration 334Q: 76 clusters Score -5.330158e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 77754 members 
Mstep: Class 3 contains 10751 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76519 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80635 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 89006 members 
Mstep: Class 18 contains 83079 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 93942 members 
Mstep: Class 23 contains 101725 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8914 members 
Mstep: Class 28 contains 30276 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5030 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1859 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 115651 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301708.000000 Penalty: 46778.664062
Iteration 335Q: 76 clusters Score -5.330171e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 77662 members 
Mstep: Class 3 contains 11132 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76602 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80555 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88970 members 
Mstep: Class 18 contains 83059 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 93823 members 
Mstep: Class 23 contains 101535 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8928 members 
Mstep: Class 28 contains 30656 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1886 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 115371 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301856.000000 Penalty: 46778.664062
Iteration 336Q: 76 clusters Score -5.330186e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 77591 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76668 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80499 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88965 members 
Mstep: Class 18 contains 83009 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 93662 members 
Mstep: Class 23 contains 101334 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8938 members 
Mstep: Class 28 contains 31024 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5018 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1920 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 115143 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302016.000000 Penalty: 46778.664062
Iteration 337Q: 76 clusters Score -5.330202e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 77540 members 
Mstep: Class 3 contains 11856 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76702 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80484 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88973 members 
Mstep: Class 18 contains 82956 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 93479 members 
Mstep: Class 23 contains 101153 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8954 members 
Mstep: Class 28 contains 31395 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5019 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1954 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 114914 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302060.000000 Penalty: 46778.664062
Iteration 338Q: 76 clusters Score -5.330206e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 77470 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76739 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80460 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88988 members 
Mstep: Class 18 contains 82893 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 93332 members 
Mstep: Class 23 contains 101010 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8966 members 
Mstep: Class 28 contains 31755 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5015 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 1986 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 114702 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301960.000000 Penalty: 46778.664062
Iteration 339Q: 76 clusters Score -5.330196e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 77427 members 
Mstep: Class 3 contains 12518 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76773 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80455 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88947 members 
Mstep: Class 18 contains 82853 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 93191 members 
Mstep: Class 23 contains 100871 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 8984 members 
Mstep: Class 28 contains 32099 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5011 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2022 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 114463 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302284.000000 Penalty: 46778.664062
Iteration 340F: 76 clusters Score -5.330228e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 77392 members 
Mstep: Class 3 contains 13147 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76793 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88872 members 
Mstep: Class 18 contains 82808 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 92953 members 
Mstep: Class 23 contains 100666 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9002 members 
Mstep: Class 28 contains 32439 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5008 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2057 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 114252 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302404.000000 Penalty: 46778.664062
Iteration 341Q: 76 clusters Score -5.33024e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 77342 members 
Mstep: Class 3 contains 13817 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76772 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80242 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88803 members 
Mstep: Class 18 contains 82811 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 92705 members 
Mstep: Class 23 contains 100444 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9018 members 
Mstep: Class 28 contains 32778 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5003 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2088 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 114062 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 90005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302592.000000 Penalty: 46778.664062
Iteration 342Q: 76 clusters Score -5.330259e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 77287 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76758 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80189 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88741 members 
Mstep: Class 18 contains 82796 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 92406 members 
Mstep: Class 23 contains 100227 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9029 members 
Mstep: Class 28 contains 33159 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5006 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2106 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113848 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302672.000000 Penalty: 46778.664062
Iteration 343Q: 76 clusters Score -5.330267e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 77231 members 
Mstep: Class 3 contains 15101 members 
Mstep: Class 4 contains 1435 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76739 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80133 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6755 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88664 members 
Mstep: Class 18 contains 82752 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 92072 members 
Mstep: Class 23 contains 100065 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9040 members 
Mstep: Class 28 contains 33518 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 5005 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2128 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113690 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302720.000000 Penalty: 46778.664062
Iteration 344Q: 76 clusters Score -5.330272e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 77180 members 
Mstep: Class 3 contains 15810 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76709 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80082 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6746 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88554 members 
Mstep: Class 18 contains 82716 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 91768 members 
Mstep: Class 23 contains 99890 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9065 members 
Mstep: Class 28 contains 33874 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4999 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2149 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113516 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302668.000000 Penalty: 46778.664062
Iteration 345Q: 76 clusters Score -5.330267e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 77106 members 
Mstep: Class 3 contains 16525 members 
Mstep: Class 4 contains 1414 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76664 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80041 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6732 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88469 members 
Mstep: Class 18 contains 82706 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 91455 members 
Mstep: Class 23 contains 99690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9086 members 
Mstep: Class 28 contains 34215 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4989 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2167 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113350 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302916.000000 Penalty: 46778.664062
Iteration 346Q: 76 clusters Score -5.330292e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 77048 members 
Mstep: Class 3 contains 17179 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76596 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80044 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6724 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88363 members 
Mstep: Class 18 contains 82672 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 91154 members 
Mstep: Class 23 contains 99529 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9102 members 
Mstep: Class 28 contains 34546 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4986 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2190 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113227 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303192.000000 Penalty: 46778.664062
Iteration 347Q: 76 clusters Score -5.330319e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 76998 members 
Mstep: Class 3 contains 17807 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76560 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80046 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6714 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88221 members 
Mstep: Class 18 contains 82678 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 90831 members 
Mstep: Class 23 contains 99360 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9121 members 
Mstep: Class 28 contains 34863 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4981 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2210 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113095 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303316.000000 Penalty: 46778.664062
Iteration 348Q: 76 clusters Score -5.330332e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 76941 members 
Mstep: Class 3 contains 18403 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76512 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80056 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6714 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88108 members 
Mstep: Class 18 contains 82689 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 90515 members 
Mstep: Class 23 contains 99189 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9134 members 
Mstep: Class 28 contains 35165 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4982 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2225 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 89128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303340.000000 Penalty: 46778.664062
Iteration 349Q: 76 clusters Score -5.330334e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 76882 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76454 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80066 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88002 members 
Mstep: Class 18 contains 82726 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 90214 members 
Mstep: Class 23 contains 99046 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9148 members 
Mstep: Class 28 contains 35502 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4987 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2238 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112842 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303356.000000 Penalty: 46778.664062
Iteration 350Q: 76 clusters Score -5.330336e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 76813 members 
Mstep: Class 3 contains 19484 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76414 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80077 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6671 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87869 members 
Mstep: Class 18 contains 82763 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 89888 members 
Mstep: Class 23 contains 98914 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9154 members 
Mstep: Class 28 contains 35841 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4987 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2254 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112739 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303392.000000 Penalty: 46778.664062
Iteration 351Q: 76 clusters Score -5.330339e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 76757 members 
Mstep: Class 3 contains 20016 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76398 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80059 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6645 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87750 members 
Mstep: Class 18 contains 82776 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 89568 members 
Mstep: Class 23 contains 98771 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 36190 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4992 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2270 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112657 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303572.000000 Penalty: 46778.664062
Iteration 352Q: 76 clusters Score -5.330357e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 76701 members 
Mstep: Class 3 contains 20536 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76399 members 
Mstep: Class 8 contains 1005 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80068 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87643 members 
Mstep: Class 18 contains 82794 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 89269 members 
Mstep: Class 23 contains 98603 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9183 members 
Mstep: Class 28 contains 36527 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2284 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112577 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303496.000000 Penalty: 46778.664062
Iteration 353Q: 76 clusters Score -5.33035e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 76655 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76399 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80043 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6600 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87588 members 
Mstep: Class 18 contains 82808 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 88910 members 
Mstep: Class 23 contains 98467 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9200 members 
Mstep: Class 28 contains 36875 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4990 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2294 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112498 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303656.000000 Penalty: 46778.664062
Iteration 354Q: 76 clusters Score -5.330366e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 76609 members 
Mstep: Class 3 contains 21528 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76389 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80051 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87533 members 
Mstep: Class 18 contains 82795 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 88594 members 
Mstep: Class 23 contains 98343 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9224 members 
Mstep: Class 28 contains 37228 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2298 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112407 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303728.000000 Penalty: 46778.664062
Iteration 355Q: 76 clusters Score -5.330373e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 76589 members 
Mstep: Class 3 contains 21979 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76374 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80051 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6569 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87498 members 
Mstep: Class 18 contains 82778 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 88262 members 
Mstep: Class 23 contains 98219 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 37561 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4980 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2302 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112310 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 88013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303744.000000 Penalty: 46778.664062
Iteration 356Q: 76 clusters Score -5.330374e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 76565 members 
Mstep: Class 3 contains 22424 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76394 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 80013 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6543 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87502 members 
Mstep: Class 18 contains 82765 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87881 members 
Mstep: Class 23 contains 98082 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9275 members 
Mstep: Class 28 contains 37895 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4980 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2310 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112198 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303848.000000 Penalty: 46778.664062
Iteration 357Q: 76 clusters Score -5.330385e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 76523 members 
Mstep: Class 3 contains 22875 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76422 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79981 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6520 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87489 members 
Mstep: Class 18 contains 82796 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87498 members 
Mstep: Class 23 contains 97907 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 9309 members 
Mstep: Class 28 contains 38228 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4981 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2316 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112079 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303792.000000 Penalty: 46778.664062
Iteration 358Q: 76 clusters Score -5.330379e+07 nChanged 2282
Entering ConstructFrom: 
Score: -53303792.000000 Penalty: 46778.664062
Entering ConstructFrom: 
Trying to split cluster 1 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -93532.632812 Penalty: 333.830627
	Iteration 0F: 2 clusters Score -93532.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -92390.960938 Penalty: 667.661255
	Iteration 0F: 3 clusters Score -92390.96 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -92807.226562 Penalty: 667.661255
	Iteration 1F: 3 clusters Score -92807.23 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -92967.406250 Penalty: 667.661255
	Iteration 2F: 3 clusters Score -92967.41 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -93135.976562 Penalty: 667.661255
	Iteration 3F: 3 clusters Score -93135.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -93234.750000 Penalty: 667.661255
	Iteration 4F: 3 clusters Score -93234.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93288.570312 Penalty: 667.661255
	Iteration 5F: 3 clusters Score -93288.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93319.703125 Penalty: 667.661255
	Iteration 6Q: 3 clusters Score -93319.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93346.328125 Penalty: 667.661255
	Iteration 7Q: 3 clusters Score -93346.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93364.414062 Penalty: 667.661255
	Iteration 8Q: 3 clusters Score -93364.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93379.585938 Penalty: 667.661255
	Iteration 9Q: 3 clusters Score -93379.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93392.031250 Penalty: 667.661255
	Iteration 10Q: 3 clusters Score -93392.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93398.406250 Penalty: 667.661255
	Iteration 11Q: 3 clusters Score -93398.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93405.281250 Penalty: 667.661255
	Iteration 12Q: 3 clusters Score -93405.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93408.000000 Penalty: 667.661255
	Iteration 13Q: 3 clusters Score -93408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93410.945312 Penalty: 667.661255
	Iteration 14Q: 3 clusters Score -93410.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93412.656250 Penalty: 667.661255
	Iteration 15Q: 3 clusters Score -93412.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93413.789062 Penalty: 667.661255
	Iteration 16Q: 3 clusters Score -93413.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93414.117188 Penalty: 667.661255
	Iteration 17Q: 3 clusters Score -93414.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93414.117188 Penalty: 667.661255
	Iteration 18F: 3 clusters Score -93414.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Entering Unmasked Estep 
Score: -4671735.500000 Penalty: 511.642456
	Iteration 0F: 2 clusters Score -4671736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -4620251.500000 Penalty: 1023.284912
	Iteration 0F: 3 clusters Score -4620252 nChanged 37266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4644516.000000 Penalty: 1023.284912
	Iteration 1F: 3 clusters Score -4644516 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4647446.000000 Penalty: 1023.284912
	Iteration 2F: 3 clusters Score -4647446 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4651901.000000 Penalty: 1023.284912
	Iteration 3F: 3 clusters Score -4651901 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4657208.500000 Penalty: 1023.284912
	Iteration 4F: 3 clusters Score -4657208 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4660874.000000 Penalty: 1023.284912
	Iteration 5F: 3 clusters Score -4660874 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4662200.000000 Penalty: 1023.284912
	Iteration 6Q: 3 clusters Score -4662200 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4662657.000000 Penalty: 1023.284912
	Iteration 7Q: 3 clusters Score -4662657 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -4662877.500000 Penalty: 1023.284912
	Iteration 8Q: 3 clusters Score -4662878 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -4663070.000000 Penalty: 1023.284912
	Iteration 9Q: 3 clusters Score -4663070 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4663242.000000 Penalty: 1023.284912
	Iteration 10Q: 3 clusters Score -4663242 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4663405.000000 Penalty: 1023.284912
	Iteration 11Q: 3 clusters Score -4663405 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4663557.000000 Penalty: 1023.284912
	Iteration 12Q: 3 clusters Score -4663557 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -4663720.000000 Penalty: 1023.284912
	Iteration 13Q: 3 clusters Score -4663720 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4663803.500000 Penalty: 1023.284912
	Iteration 14Q: 3 clusters Score -4663804 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4663916.000000 Penalty: 1023.284912
	Iteration 15Q: 3 clusters Score -4663916 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -4664026.500000 Penalty: 1023.284912
	Iteration 16Q: 3 clusters Score -4664026 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4664132.000000 Penalty: 1023.284912
	Iteration 17Q: 3 clusters Score -4664132 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4664224.500000 Penalty: 1023.284912
	Iteration 18Q: 3 clusters Score -4664224 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4664336.000000 Penalty: 1023.284912
	Iteration 19Q: 3 clusters Score -4664336 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -4664430.500000 Penalty: 1023.284912
	Iteration 20F: 3 clusters Score -4664430 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4664549.500000 Penalty: 1023.284912
	Iteration 21Q: 3 clusters Score -4664550 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -4664639.500000 Penalty: 1023.284912
	Iteration 22Q: 3 clusters Score -4664640 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -4664771.000000 Penalty: 1023.284912
	Iteration 23Q: 3 clusters Score -4664771 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -4664872.500000 Penalty: 1023.284912
	Iteration 24Q: 3 clusters Score -4664872 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -4664930.000000 Penalty: 1023.284912
	Iteration 25Q: 3 clusters Score -4664930 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -4665002.500000 Penalty: 1023.284912
	Iteration 26Q: 3 clusters Score -4665002 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -4665077.500000 Penalty: 1023.284912
	Iteration 27Q: 3 clusters Score -4665078 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -4665191.000000 Penalty: 1023.284912
	Iteration 28Q: 3 clusters Score -4665191 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -4665278.000000 Penalty: 1023.284912
	Iteration 29Q: 3 clusters Score -4665278 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -4665353.500000 Penalty: 1023.284912
	Iteration 30Q: 3 clusters Score -4665354 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -4665381.500000 Penalty: 1023.284912
	Iteration 31Q: 3 clusters Score -4665382 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -4665456.000000 Penalty: 1023.284912
	Iteration 32Q: 3 clusters Score -4665456 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -4665516.500000 Penalty: 1023.284912
	Iteration 33Q: 3 clusters Score -4665516 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -4665576.500000 Penalty: 1023.284912
	Iteration 34Q: 3 clusters Score -4665576 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -4665633.000000 Penalty: 1023.284912
	Iteration 35Q: 3 clusters Score -4665633 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -4665677.500000 Penalty: 1023.284912
	Iteration 36Q: 3 clusters Score -4665678 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -4665755.000000 Penalty: 1023.284912
	Iteration 37Q: 3 clusters Score -4665755 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -4665804.000000 Penalty: 1023.284912
	Iteration 38Q: 3 clusters Score -4665804 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -4665849.500000 Penalty: 1023.284912
	Iteration 39Q: 3 clusters Score -4665850 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -4665897.000000 Penalty: 1023.284912
	Iteration 40F: 3 clusters Score -4665897 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -4665923.500000 Penalty: 1023.284912
	Iteration 41Q: 3 clusters Score -4665924 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -4665967.000000 Penalty: 1023.284912
	Iteration 42Q: 3 clusters Score -4665967 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -4666003.500000 Penalty: 1023.284912
	Iteration 43Q: 3 clusters Score -4666004 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -4666070.000000 Penalty: 1023.284912
	Iteration 44Q: 3 clusters Score -4666070 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -4666116.000000 Penalty: 1023.284912
	Iteration 45Q: 3 clusters Score -4666116 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -4666161.500000 Penalty: 1023.284912
	Iteration 46Q: 3 clusters Score -4666162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -4666189.000000 Penalty: 1023.284912
	Iteration 47Q: 3 clusters Score -4666189 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -4666246.000000 Penalty: 1023.284912
	Iteration 48Q: 3 clusters Score -4666246 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -4666329.000000 Penalty: 1023.284912
	Iteration 49Q: 3 clusters Score -4666329 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -4666390.000000 Penalty: 1023.284912
	Iteration 50Q: 3 clusters Score -4666390 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -4666425.500000 Penalty: 1023.284912
	Iteration 51Q: 3 clusters Score -4666426 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -4666512.000000 Penalty: 1023.284912
	Iteration 52Q: 3 clusters Score -4666512 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -4666570.000000 Penalty: 1023.284912
	Iteration 53Q: 3 clusters Score -4666570 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -4666654.000000 Penalty: 1023.284912
	Iteration 54Q: 3 clusters Score -4666654 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -4666723.000000 Penalty: 1023.284912
	Iteration 55Q: 3 clusters Score -4666723 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -4666819.500000 Penalty: 1023.284912
	Iteration 56Q: 3 clusters Score -4666820 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -4666925.000000 Penalty: 1023.284912
	Iteration 57Q: 3 clusters Score -4666925 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -4667055.500000 Penalty: 1023.284912
	Iteration 58Q: 3 clusters Score -4667056 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -4667180.500000 Penalty: 1023.284912
	Iteration 59Q: 3 clusters Score -4667180 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -4667327.500000 Penalty: 1023.284912
	Iteration 60F: 3 clusters Score -4667328 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -4667462.000000 Penalty: 1023.284912
	Iteration 61Q: 3 clusters Score -4667462 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -4667628.000000 Penalty: 1023.284912
	Iteration 62Q: 3 clusters Score -4667628 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -4667756.000000 Penalty: 1023.284912
	Iteration 63Q: 3 clusters Score -4667756 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -4667922.000000 Penalty: 1023.284912
	Iteration 64Q: 3 clusters Score -4667922 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4668045 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -4668177.500000 Penalty: 1023.284912
	Iteration 66Q: 3 clusters Score -4668178 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -4668305.500000 Penalty: 1023.284912
	Iteration 67Q: 3 clusters Score -4668306 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4668453 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -4668589.000000 Penalty: 1023.284912
	Iteration 69Q: 3 clusters Score -4668589 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -4668739.000000 Penalty: 1023.284912
	Iteration 70Q: 3 clusters Score -4668739 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -4668897.500000 Penalty: 1023.284912
	Iteration 71Q: 3 clusters Score -4668898 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -4668984.500000 Penalty: 1023.284912
	Iteration 72Q: 3 clusters Score -4668984 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -4669129.500000 Penalty: 1023.284912
	Iteration 73Q: 3 clusters Score -4669130 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -4669270.000000 Penalty: 1023.284912
	Iteration 74Q: 3 clusters Score -4669270 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -4669420.000000 Penalty: 1023.284912
	Iteration 75Q: 3 clusters Score -4669420 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -4669557.500000 Penalty: 1023.284912
	Iteration 76Q: 3 clusters Score -4669558 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -4669708.500000 Penalty: 1023.284912
	Iteration 77Q: 3 clusters Score -4669708 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -4669839.500000 Penalty: 1023.284912
	Iteration 78Q: 3 clusters Score -4669840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -4669973.500000 Penalty: 1023.284912
	Iteration 79Q: 3 clusters Score -4669974 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -4670110.500000 Penalty: 1023.284912
	Iteration 80F: 3 clusters Score -4670110 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -4670244.500000 Penalty: 1023.284912
	Iteration 81Q: 3 clusters Score -4670244 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -4670360.000000 Penalty: 1023.284912
	Iteration 82Q: 3 clusters Score -4670360 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -4670475.000000 Penalty: 1023.284912
	Iteration 83Q: 3 clusters Score -4670475 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -4670584.500000 Penalty: 1023.284912
	Iteration 84Q: 3 clusters Score -4670584 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -4670679.000000 Penalty: 1023.284912
	Iteration 85Q: 3 clusters Score -4670679 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -4670756.500000 Penalty: 1023.284912
	Iteration 86Q: 3 clusters Score -4670756 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -4670851.000000 Penalty: 1023.284912
	Iteration 87Q: 3 clusters Score -4670851 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -4670915.500000 Penalty: 1023.284912
	Iteration 88Q: 3 clusters Score -4670916 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -4671002.000000 Penalty: 1023.284912
	Iteration 89Q: 3 clusters Score -4671002 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -4671080.000000 Penalty: 1023.284912
	Iteration 90Q: 3 clusters Score -4671080 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -4671155.500000 Penalty: 1023.284912
	Iteration 91Q: 3 clusters Score -4671156 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -4671207.000000 Penalty: 1023.284912
	Iteration 92Q: 3 clusters Score -4671207 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -4671255.000000 Penalty: 1023.284912
	Iteration 93Q: 3 clusters Score -4671255 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -4671304.000000 Penalty: 1023.284912
	Iteration 94Q: 3 clusters Score -4671304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -4671348.000000 Penalty: 1023.284912
	Iteration 95Q: 3 clusters Score -4671348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -4671370.500000 Penalty: 1023.284912
	Iteration 96Q: 3 clusters Score -4671370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -4671390.000000 Penalty: 1023.284912
	Iteration 97Q: 3 clusters Score -4671390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -4671410.500000 Penalty: 1023.284912
	Iteration 98Q: 3 clusters Score -4671410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -4671428.000000 Penalty: 1023.284912
	Iteration 99Q: 3 clusters Score -4671428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -4671440.000000 Penalty: 1023.284912
	Iteration 100F: 3 clusters Score -4671440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -4671447.500000 Penalty: 1023.284912
	Iteration 101Q: 3 clusters Score -4671448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -4671479.000000 Penalty: 1023.284912
	Iteration 102Q: 3 clusters Score -4671479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -4671493.500000 Penalty: 1023.284912
	Iteration 103Q: 3 clusters Score -4671494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -4671503.000000 Penalty: 1023.284912
	Iteration 104Q: 3 clusters Score -4671503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -4671509.500000 Penalty: 1023.284912
	Iteration 105Q: 3 clusters Score -4671510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -4671508.000000 Penalty: 1023.284912
	Iteration 106Q: 3 clusters Score -4671508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -4671513.000000 Penalty: 1023.284912
	Iteration 107Q: 3 clusters Score -4671513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -4671513.000000 Penalty: 1023.284912
	Iteration 108Q: 3 clusters Score -4671513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -4671514.000000 Penalty: 1023.284912
	Iteration 109Q: 3 clusters Score -4671514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -4671518.000000 Penalty: 1023.284912
	Iteration 110Q: 3 clusters Score -4671518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -4671522.500000 Penalty: 1023.284912
	Iteration 111Q: 3 clusters Score -4671522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -4671521.000000 Penalty: 1023.284912
	Iteration 112Q: 3 clusters Score -4671521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -4671527.000000 Penalty: 1023.284912
	Iteration 113Q: 3 clusters Score -4671527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -4671529.000000 Penalty: 1023.284912
	Iteration 114Q: 3 clusters Score -4671529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -4671531.000000 Penalty: 1023.284912
	Iteration 115Q: 3 clusters Score -4671531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -4671529.500000 Penalty: 1023.284912
	Iteration 116Q: 3 clusters Score -4671530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -4671528.500000 Penalty: 1023.284912
	Iteration 117Q: 3 clusters Score -4671528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -4671528.500000 Penalty: 1023.284912
	Iteration 118Q: 3 clusters Score -4671528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -4671530.500000 Penalty: 1023.284912
	Iteration 119Q: 3 clusters Score -4671530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -4671528.500000 Penalty: 1023.284912
	Iteration 120F: 3 clusters Score -4671528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -4671533.500000 Penalty: 1023.284912
	Iteration 121Q: 3 clusters Score -4671534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -4671531.000000 Penalty: 1023.284912
	Iteration 122Q: 3 clusters Score -4671531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -4671532.000000 Penalty: 1023.284912
	Iteration 123Q: 3 clusters Score -4671532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -4671533.000000 Penalty: 1023.284912
	Iteration 124Q: 3 clusters Score -4671533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -4671529.000000 Penalty: 1023.284912
	Iteration 125Q: 3 clusters Score -4671529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -4671531.500000 Penalty: 1023.284912
	Iteration 126Q: 3 clusters Score -4671532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -4671531.500000 Penalty: 1023.284912
	Iteration 127Q: 3 clusters Score -4671532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -4671532.500000 Penalty: 1023.284912
	Iteration 128Q: 3 clusters Score -4671532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -4671537.000000 Penalty: 1023.284912
	Iteration 129Q: 3 clusters Score -4671537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -4671537.500000 Penalty: 1023.284912
	Iteration 130Q: 3 clusters Score -4671538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -4671541.000000 Penalty: 1023.284912
	Iteration 131Q: 3 clusters Score -4671541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -4671540.000000 Penalty: 1023.284912
	Iteration 132Q: 3 clusters Score -4671540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -4671542.000000 Penalty: 1023.284912
	Iteration 133Q: 3 clusters Score -4671542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -4671540.000000 Penalty: 1023.284912
	Iteration 134Q: 3 clusters Score -4671540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -4671539.000000 Penalty: 1023.284912
	Iteration 135Q: 3 clusters Score -4671539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -4671538.500000 Penalty: 1023.284912
	Iteration 136Q: 3 clusters Score -4671538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4671540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -4671540.000000 Penalty: 1023.284912
	Iteration 138F: 3 clusters Score -4671540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23298 members 
Entering Unmasked Estep 
Score: -1489765.750000 Penalty: 457.553589
	Iteration 0F: 2 clusters Score -1489766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1474156.750000 Penalty: 915.107178
	Iteration 0F: 3 clusters Score -1474157 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1480673.750000 Penalty: 915.107178
	Iteration 1F: 3 clusters Score -1480674 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1480914.375000 Penalty: 915.107178
	Iteration 2Q: 3 clusters Score -1480914 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1481157.875000 Penalty: 915.107178
	Iteration 3Q: 3 clusters Score -1481158 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1481500.875000 Penalty: 915.107178
	Iteration 4Q: 3 clusters Score -1481501 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1481998.750000 Penalty: 915.107178
	Iteration 5Q: 3 clusters Score -1481999 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1482771.875000 Penalty: 915.107178
	Iteration 6Q: 3 clusters Score -1482772 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1483978.250000 Penalty: 915.107178
	Iteration 7F: 3 clusters Score -1483978 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1485369.750000 Penalty: 915.107178
	Iteration 8F: 3 clusters Score -1485370 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1486311.000000 Penalty: 915.107178
	Iteration 9F: 3 clusters Score -1486311 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1486708.875000 Penalty: 915.107178
	Iteration 10Q: 3 clusters Score -1486709 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1486874.500000 Penalty: 915.107178
	Iteration 11Q: 3 clusters Score -1486874 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1486988.750000 Penalty: 915.107178
	Iteration 12Q: 3 clusters Score -1486989 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1487077.625000 Penalty: 915.107178
	Iteration 13Q: 3 clusters Score -1487078 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1487146.250000 Penalty: 915.107178
	Iteration 14Q: 3 clusters Score -1487146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1487214.000000 Penalty: 915.107178
	Iteration 15Q: 3 clusters Score -1487214 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1487286.000000 Penalty: 915.107178
	Iteration 16Q: 3 clusters Score -1487286 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1487363.875000 Penalty: 915.107178
	Iteration 17Q: 3 clusters Score -1487364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1487434.250000 Penalty: 915.107178
	Iteration 18Q: 3 clusters Score -1487434 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1487486.750000 Penalty: 915.107178
	Iteration 19Q: 3 clusters Score -1487487 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1487541.125000 Penalty: 915.107178
	Iteration 20F: 3 clusters Score -1487541 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1487595.375000 Penalty: 915.107178
	Iteration 21Q: 3 clusters Score -1487595 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1487655.250000 Penalty: 915.107178
	Iteration 22Q: 3 clusters Score -1487655 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1487730.625000 Penalty: 915.107178
	Iteration 23Q: 3 clusters Score -1487731 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1487801.375000 Penalty: 915.107178
	Iteration 24Q: 3 clusters Score -1487801 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1487878.000000 Penalty: 915.107178
	Iteration 25Q: 3 clusters Score -1487878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1487948.125000 Penalty: 915.107178
	Iteration 26Q: 3 clusters Score -1487948 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1488022.750000 Penalty: 915.107178
	Iteration 27Q: 3 clusters Score -1488023 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1488092.500000 Penalty: 915.107178
	Iteration 28Q: 3 clusters Score -1488092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1488159.375000 Penalty: 915.107178
	Iteration 29Q: 3 clusters Score -1488159 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1488228.875000 Penalty: 915.107178
	Iteration 30Q: 3 clusters Score -1488229 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1488303.250000 Penalty: 915.107178
	Iteration 31Q: 3 clusters Score -1488303 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -1488383.500000 Penalty: 915.107178
	Iteration 32Q: 3 clusters Score -1488384 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1488445.875000 Penalty: 915.107178
	Iteration 33Q: 3 clusters Score -1488446 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1488516.875000 Penalty: 915.107178
	Iteration 34Q: 3 clusters Score -1488517 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1488587.750000 Penalty: 915.107178
	Iteration 35Q: 3 clusters Score -1488588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1488643.000000 Penalty: 915.107178
	Iteration 36Q: 3 clusters Score -1488643 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1488711.125000 Penalty: 915.107178
	Iteration 37Q: 3 clusters Score -1488711 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1488780.000000 Penalty: 915.107178
	Iteration 38Q: 3 clusters Score -1488780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -1488831.125000 Penalty: 915.107178
	Iteration 39Q: 3 clusters Score -1488831 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1488871.375000 Penalty: 915.107178
	Iteration 40F: 3 clusters Score -1488871 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -1488909.250000 Penalty: 915.107178
	Iteration 41Q: 3 clusters Score -1488909 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -1488938.125000 Penalty: 915.107178
	Iteration 42Q: 3 clusters Score -1488938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -1488965.000000 Penalty: 915.107178
	Iteration 43Q: 3 clusters Score -1488965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -1488983.500000 Penalty: 915.107178
	Iteration 44Q: 3 clusters Score -1488984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1489008.750000 Penalty: 915.107178
	Iteration 45Q: 3 clusters Score -1489009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -1489029.125000 Penalty: 915.107178
	Iteration 46Q: 3 clusters Score -1489029 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1489054.125000 Penalty: 915.107178
	Iteration 47Q: 3 clusters Score -1489054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -1489077.250000 Penalty: 915.107178
	Iteration 48Q: 3 clusters Score -1489077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1489095.125000 Penalty: 915.107178
	Iteration 49Q: 3 clusters Score -1489095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -1489110.750000 Penalty: 915.107178
	Iteration 50Q: 3 clusters Score -1489111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -1489126.875000 Penalty: 915.107178
	Iteration 51Q: 3 clusters Score -1489127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -1489145.875000 Penalty: 915.107178
	Iteration 52Q: 3 clusters Score -1489146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -1489169.375000 Penalty: 915.107178
	Iteration 53Q: 3 clusters Score -1489169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1489183.250000 Penalty: 915.107178
	Iteration 54Q: 3 clusters Score -1489183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1489195.000000 Penalty: 915.107178
	Iteration 55Q: 3 clusters Score -1489195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -1489209.250000 Penalty: 915.107178
	Iteration 56Q: 3 clusters Score -1489209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1489228.375000 Penalty: 915.107178
	Iteration 57Q: 3 clusters Score -1489228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1489238.375000 Penalty: 915.107178
	Iteration 58Q: 3 clusters Score -1489238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -1489250.250000 Penalty: 915.107178
	Iteration 59Q: 3 clusters Score -1489250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -1489264.125000 Penalty: 915.107178
	Iteration 60F: 3 clusters Score -1489264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -1489280.875000 Penalty: 915.107178
	Iteration 61Q: 3 clusters Score -1489281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1489293.750000 Penalty: 915.107178
	Iteration 62Q: 3 clusters Score -1489294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1489305.000000 Penalty: 915.107178
	Iteration 63Q: 3 clusters Score -1489305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -1489312.500000 Penalty: 915.107178
	Iteration 64Q: 3 clusters Score -1489312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -1489320.125000 Penalty: 915.107178
	Iteration 65Q: 3 clusters Score -1489320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -1489326.750000 Penalty: 915.107178
	Iteration 66Q: 3 clusters Score -1489327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -1489331.375000 Penalty: 915.107178
	Iteration 67Q: 3 clusters Score -1489331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -1489334.375000 Penalty: 915.107178
	Iteration 68Q: 3 clusters Score -1489334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -1489337.750000 Penalty: 915.107178
	Iteration 69Q: 3 clusters Score -1489338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -1489339.000000 Penalty: 915.107178
	Iteration 70Q: 3 clusters Score -1489339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1489340.750000 Penalty: 915.107178
	Iteration 71Q: 3 clusters Score -1489341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -1489344.500000 Penalty: 915.107178
	Iteration 72Q: 3 clusters Score -1489344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -1489344.500000 Penalty: 915.107178
	Iteration 73Q: 3 clusters Score -1489344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1489347.875000 Penalty: 915.107178
	Iteration 74Q: 3 clusters Score -1489348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -1489346.750000 Penalty: 915.107178
	Iteration 75Q: 3 clusters Score -1489347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -1489349.250000 Penalty: 915.107178
	Iteration 76Q: 3 clusters Score -1489349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1489348.750000 Penalty: 915.107178
	Iteration 77Q: 3 clusters Score -1489349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -1489348.125000 Penalty: 915.107178
	Iteration 78Q: 3 clusters Score -1489348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -1489348.125000 Penalty: 915.107178
	Iteration 79F: 3 clusters Score -1489348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -86493.359375 Penalty: 329.023560
	Iteration 0F: 2 clusters Score -86493.36 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 681 members 
Entering Unmasked Estep 
Score: -85416.515625 Penalty: 658.047119
	Iteration 0F: 3 clusters Score -85416.52 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -85719.710938 Penalty: 658.047119
	Iteration 1F: 3 clusters Score -85719.71 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85797.765625 Penalty: 658.047119
	Iteration 2F: 3 clusters Score -85797.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -85853.578125 Penalty: 658.047119
	Iteration 3F: 3 clusters Score -85853.58 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -85893.773438 Penalty: 658.047119
	Iteration 4F: 3 clusters Score -85893.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -85929.828125 Penalty: 658.047119
	Iteration 5Q: 3 clusters Score -85929.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85964.648438 Penalty: 658.047119
	Iteration 6Q: 3 clusters Score -85964.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86000.820312 Penalty: 658.047119
	Iteration 7Q: 3 clusters Score -86000.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86040.070312 Penalty: 658.047119
	Iteration 8Q: 3 clusters Score -86040.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86073.031250 Penalty: 658.047119
	Iteration 9Q: 3 clusters Score -86073.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86100.078125 Penalty: 658.047119
	Iteration 10Q: 3 clusters Score -86100.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86118.085938 Penalty: 658.047119
	Iteration 11Q: 3 clusters Score -86118.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86135.398438 Penalty: 658.047119
	Iteration 12Q: 3 clusters Score -86135.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86148.828125 Penalty: 658.047119
	Iteration 13Q: 3 clusters Score -86148.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86159.929688 Penalty: 658.047119
	Iteration 14Q: 3 clusters Score -86159.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86169.179688 Penalty: 658.047119
	Iteration 15Q: 3 clusters Score -86169.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86172.960938 Penalty: 658.047119
	Iteration 16Q: 3 clusters Score -86172.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86177.039062 Penalty: 658.047119
	Iteration 17Q: 3 clusters Score -86177.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -86179.781250 Penalty: 658.047119
	Iteration 18Q: 3 clusters Score -86179.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86184.195312 Penalty: 658.047119
	Iteration 19Q: 3 clusters Score -86184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86187.898438 Penalty: 658.047119
	Iteration 20F: 3 clusters Score -86187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86192.132812 Penalty: 658.047119
	Iteration 21Q: 3 clusters Score -86192.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -86195.632812 Penalty: 658.047119
	Iteration 22Q: 3 clusters Score -86195.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86197.796875 Penalty: 658.047119
	Iteration 23Q: 3 clusters Score -86197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -86199.625000 Penalty: 658.047119
	Iteration 24Q: 3 clusters Score -86199.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -86201.468750 Penalty: 658.047119
	Iteration 25Q: 3 clusters Score -86201.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86201.632812 Penalty: 658.047119
	Iteration 26Q: 3 clusters Score -86201.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86202.718750 Penalty: 658.047119
	Iteration 27Q: 3 clusters Score -86202.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -86203.296875 Penalty: 658.047119
	Iteration 28Q: 3 clusters Score -86203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -86203.968750 Penalty: 658.047119
	Iteration 29Q: 3 clusters Score -86203.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -86205.968750 Penalty: 658.047119
	Iteration 30Q: 3 clusters Score -86205.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -86210.734375 Penalty: 658.047119
	Iteration 31Q: 3 clusters Score -86210.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -86214.320312 Penalty: 658.047119
	Iteration 32Q: 3 clusters Score -86214.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -86215.515625 Penalty: 658.047119
	Iteration 33Q: 3 clusters Score -86215.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -86216.898438 Penalty: 658.047119
	Iteration 34Q: 3 clusters Score -86216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -86217.648438 Penalty: 658.047119
	Iteration 35Q: 3 clusters Score -86217.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -86218.000000 Penalty: 658.047119
	Iteration 36Q: 3 clusters Score -86218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -86219.039062 Penalty: 658.047119
	Iteration 37Q: 3 clusters Score -86219.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -86221.531250 Penalty: 658.047119
	Iteration 38Q: 3 clusters Score -86221.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -86224.273438 Penalty: 658.047119
	Iteration 39Q: 3 clusters Score -86224.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -86227.726562 Penalty: 658.047119
	Iteration 40F: 3 clusters Score -86227.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -86230.085938 Penalty: 658.047119
	Iteration 41Q: 3 clusters Score -86230.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -86231.046875 Penalty: 658.047119
	Iteration 42Q: 3 clusters Score -86231.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -86232.554688 Penalty: 658.047119
	Iteration 43Q: 3 clusters Score -86232.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -86232.750000 Penalty: 658.047119
	Iteration 44Q: 3 clusters Score -86232.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -86233.687500 Penalty: 658.047119
	Iteration 45Q: 3 clusters Score -86233.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -86233.906250 Penalty: 658.047119
	Iteration 46Q: 3 clusters Score -86233.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -86233.906250 Penalty: 658.047119
	Iteration 47F: 3 clusters Score -86233.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26353.423828 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -26353.42 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 218 members 
Entering Unmasked Estep 
Score: -25932.919922 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -25932.92 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26075.333984 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -26075.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26120.320312 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -26120.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26150.960938 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -26150.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26167.560547 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -26167.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26175.244141 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -26175.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26191.443359 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -26191.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26223.984375 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -26223.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26241.806641 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -26241.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26250.115234 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -26250.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26255.119141 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -26255.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26262.330078 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -26262.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26277.013672 Penalty: 549.228821
	Iteration 12Q: 3 clusters Score -26277.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26284.511719 Penalty: 549.228821
	Iteration 13Q: 3 clusters Score -26284.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26288.310547 Penalty: 549.228821
	Iteration 14Q: 3 clusters Score -26288.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26288.843750 Penalty: 549.228821
	Iteration 15Q: 3 clusters Score -26288.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26288.843750 Penalty: 549.228821
	Iteration 16F: 3 clusters Score -26288.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -12981.668945 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -12981.67 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 120 members 
Entering Unmasked Estep 
Score: -12696.678711 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -12696.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12804.430664 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -12804.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12840.213867 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -12840.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12856.668945 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -12856.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12862.548828 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -12862.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12869.012695 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -12869.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12871.649414 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -12871.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12871.649414 Penalty: 493.670471
	Iteration 7F: 3 clusters Score -12871.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Entering Unmasked Estep 
Score: -4732084.500000 Penalty: 511.618652
	Iteration 0F: 2 clusters Score -4732084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -4680687.500000 Penalty: 1023.237305
	Iteration 0F: 3 clusters Score -4680688 nChanged 37048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -4703770.000000 Penalty: 1023.237305
	Iteration 1F: 3 clusters Score -4703770 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -4705918.000000 Penalty: 1023.237305
	Iteration 2F: 3 clusters Score -4705918 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -4709903.000000 Penalty: 1023.237305
	Iteration 3F: 3 clusters Score -4709903 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -4716267.000000 Penalty: 1023.237305
	Iteration 4F: 3 clusters Score -4716267 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -4723462.000000 Penalty: 1023.237305
	Iteration 5F: 3 clusters Score -4723462 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -4728517.500000 Penalty: 1023.237305
	Iteration 6F: 3 clusters Score -4728518 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -4730717.000000 Penalty: 1023.237305
	Iteration 7Q: 3 clusters Score -4730717 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -4731402.500000 Penalty: 1023.237305
	Iteration 8Q: 3 clusters Score -4731402 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -4731566.500000 Penalty: 1023.237305
	Iteration 9Q: 3 clusters Score -4731566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -4731586.500000 Penalty: 1023.237305
	Iteration 10Q: 3 clusters Score -4731586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -4731598.000000 Penalty: 1023.237305
	Iteration 11Q: 3 clusters Score -4731598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -4731614.000000 Penalty: 1023.237305
	Iteration 12Q: 3 clusters Score -4731614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -4731618.000000 Penalty: 1023.237305
	Iteration 13Q: 3 clusters Score -4731618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -4731618.000000 Penalty: 1023.237305
	Iteration 14F: 3 clusters Score -4731618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -59850.933594 Penalty: 314.620270
	Iteration 0F: 2 clusters Score -59850.93 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 539 members 
Entering Unmasked Estep 
Score: -59049.664062 Penalty: 629.240540
	Iteration 0F: 3 clusters Score -59049.66 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59318.054688 Penalty: 629.240540
	Iteration 1F: 3 clusters Score -59318.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -59390.562500 Penalty: 629.240540
	Iteration 2F: 3 clusters Score -59390.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -59439.824219 Penalty: 629.240540
	Iteration 3F: 3 clusters Score -59439.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -59469.789062 Penalty: 629.240540
	Iteration 4Q: 3 clusters Score -59469.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59495.425781 Penalty: 629.240540
	Iteration 5Q: 3 clusters Score -59495.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59519.324219 Penalty: 629.240540
	Iteration 6Q: 3 clusters Score -59519.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59558.281250 Penalty: 629.240540
	Iteration 7Q: 3 clusters Score -59558.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -59596.179688 Penalty: 629.240540
	Iteration 8Q: 3 clusters Score -59596.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59632.109375 Penalty: 629.240540
	Iteration 9F: 3 clusters Score -59632.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -59645.351562 Penalty: 629.240540
	Iteration 10Q: 3 clusters Score -59645.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59653.847656 Penalty: 629.240540
	Iteration 11Q: 3 clusters Score -59653.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59657.664062 Penalty: 629.240540
	Iteration 12Q: 3 clusters Score -59657.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59661.097656 Penalty: 629.240540
	Iteration 13Q: 3 clusters Score -59661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59662.156250 Penalty: 629.240540
	Iteration 14Q: 3 clusters Score -59662.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59663.089844 Penalty: 629.240540
	Iteration 15Q: 3 clusters Score -59663.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59664.019531 Penalty: 629.240540
	Iteration 16Q: 3 clusters Score -59664.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59666.851562 Penalty: 629.240540
	Iteration 17Q: 3 clusters Score -59666.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59668.324219 Penalty: 629.240540
	Iteration 18Q: 3 clusters Score -59668.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59670.609375 Penalty: 629.240540
	Iteration 19Q: 3 clusters Score -59670.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59675.476562 Penalty: 629.240540
	Iteration 20F: 3 clusters Score -59675.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59677.410156 Penalty: 629.240540
	Iteration 21Q: 3 clusters Score -59677.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -59682.382812 Penalty: 629.240540
	Iteration 22Q: 3 clusters Score -59682.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59684.933594 Penalty: 629.240540
	Iteration 23Q: 3 clusters Score -59684.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59687.570312 Penalty: 629.240540
	Iteration 24Q: 3 clusters Score -59687.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59690.910156 Penalty: 629.240540
	Iteration 25Q: 3 clusters Score -59690.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59692.058594 Penalty: 629.240540
	Iteration 26Q: 3 clusters Score -59692.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59692.882812 Penalty: 629.240540
	Iteration 27Q: 3 clusters Score -59692.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59693.609375 Penalty: 629.240540
	Iteration 28Q: 3 clusters Score -59693.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59693.847656 Penalty: 629.240540
	Iteration 29Q: 3 clusters Score -59693.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59693.847656 Penalty: 629.240540
	Iteration 30F: 3 clusters Score -59693.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -31074.398438 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -31074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30586.365234 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -30586.37 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30715.720703 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -30715.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30771.328125 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -30771.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30801.863281 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -30801.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30815.966797 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -30815.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30822.205078 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -30822.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30825.800781 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -30825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30828.371094 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -30828.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30830.173828 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -30830.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30830.263672 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -30830.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30831.011719 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -30831.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30832.505859 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -30832.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30836.150391 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -30836.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30836.416016 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -30836.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30838.156250 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -30838.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30839.871094 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -30839.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30844.621094 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -30844.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30847.933594 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -30847.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30849.085938 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -30849.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30853.753906 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -30853.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30855.875000 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -30855.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30857.492188 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -30857.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30857.611328 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -30857.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30858.164062 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -30858.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30858.673828 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -30858.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30858.869141 Penalty: 563.132019
	Iteration 25Q: 3 clusters Score -30858.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30858.869141 Penalty: 563.132019
	Iteration 26F: 3 clusters Score -30858.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 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 160 members 
Entering Unmasked Estep 
Score: -19740.119141 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19740.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19837.386719 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19837.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19870.884766 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19870.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19894.708984 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -19894.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19907.699219 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19912.169922 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19912.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19913.431641 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19913.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19914.154297 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19914.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19914.154297 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -19914.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -9200.619141 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9200.619 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 89 members 
Entering Unmasked Estep 
Score: -8912.530273 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8912.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8989.771484 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8989.771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9023.863281 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -9023.863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9027.872070 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -9027.872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9029.777344 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -9029.777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9035.773438 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9035.773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9039.037109 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -9039.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9039.117188 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -9039.117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9042.762695 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -9042.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9043.166016 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -9043.166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9043.166016 Penalty: 476.030884
	Iteration 10F: 3 clusters Score -9043.166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Entering Unmasked Estep 
Score: -4911830.000000 Penalty: 513.658325
	Iteration 0F: 2 clusters Score -4911830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -4857987.500000 Penalty: 1027.316650
	Iteration 0F: 3 clusters Score -4857988 nChanged 39120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -4882188.000000 Penalty: 1027.316650
	Iteration 1F: 3 clusters Score -4882188 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -4884212.500000 Penalty: 1027.316650
	Iteration 2F: 3 clusters Score -4884212 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -4887508.000000 Penalty: 1027.316650
	Iteration 3F: 3 clusters Score -4887508 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -4892115.000000 Penalty: 1027.316650
	Iteration 4F: 3 clusters Score -4892115 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -4897312.500000 Penalty: 1027.316650
	Iteration 5F: 3 clusters Score -4897312 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -4901555.000000 Penalty: 1027.316650
	Iteration 6F: 3 clusters Score -4901555 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -4904376.500000 Penalty: 1027.316650
	Iteration 7Q: 3 clusters Score -4904376 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -4906261.500000 Penalty: 1027.316650
	Iteration 8Q: 3 clusters Score -4906262 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -4907659.000000 Penalty: 1027.316650
	Iteration 9Q: 3 clusters Score -4907659 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -4908712.000000 Penalty: 1027.316650
	Iteration 10Q: 3 clusters Score -4908712 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -4909500.500000 Penalty: 1027.316650
	Iteration 11Q: 3 clusters Score -4909500 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -4910013.500000 Penalty: 1027.316650
	Iteration 12Q: 3 clusters Score -4910014 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -4910414.500000 Penalty: 1027.316650
	Iteration 13Q: 3 clusters Score -4910414 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -4910718.500000 Penalty: 1027.316650
	Iteration 14Q: 3 clusters Score -4910718 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -4910988.500000 Penalty: 1027.316650
	Iteration 15Q: 3 clusters Score -4910988 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -4911135.500000 Penalty: 1027.316650
	Iteration 16Q: 3 clusters Score -4911136 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -4911255.000000 Penalty: 1027.316650
	Iteration 17Q: 3 clusters Score -4911255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -4911320.000000 Penalty: 1027.316650
	Iteration 18Q: 3 clusters Score -4911320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -4911355.000000 Penalty: 1027.316650
	Iteration 19Q: 3 clusters Score -4911355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -4911388.000000 Penalty: 1027.316650
	Iteration 20F: 3 clusters Score -4911388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -4911412.000000 Penalty: 1027.316650
	Iteration 21Q: 3 clusters Score -4911412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -4911427.500000 Penalty: 1027.316650
	Iteration 22Q: 3 clusters Score -4911428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -4911448.500000 Penalty: 1027.316650
	Iteration 23Q: 3 clusters Score -4911448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -4911460.000000 Penalty: 1027.316650
	Iteration 24Q: 3 clusters Score -4911460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -4911468.000000 Penalty: 1027.316650
	Iteration 25Q: 3 clusters Score -4911468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -4911479.000000 Penalty: 1027.316650
	Iteration 26Q: 3 clusters Score -4911479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -4911481.500000 Penalty: 1027.316650
	Iteration 27Q: 3 clusters Score -4911482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -4911484.000000 Penalty: 1027.316650
	Iteration 28Q: 3 clusters Score -4911484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -4911487.500000 Penalty: 1027.316650
	Iteration 29Q: 3 clusters Score -4911488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -4911497.500000 Penalty: 1027.316650
	Iteration 30Q: 3 clusters Score -4911498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -4911500.000000 Penalty: 1027.316650
	Iteration 31Q: 3 clusters Score -4911500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -4911508.500000 Penalty: 1027.316650
	Iteration 32Q: 3 clusters Score -4911508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -4911513.000000 Penalty: 1027.316650
	Iteration 33Q: 3 clusters Score -4911513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -4911515.000000 Penalty: 1027.316650
	Iteration 34Q: 3 clusters Score -4911515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -4911518.500000 Penalty: 1027.316650
	Iteration 35Q: 3 clusters Score -4911518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -4911518.000000 Penalty: 1027.316650
	Iteration 36Q: 3 clusters Score -4911518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -4911520.500000 Penalty: 1027.316650
	Iteration 37Q: 3 clusters Score -4911520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -4911518.500000 Penalty: 1027.316650
	Iteration 38Q: 3 clusters Score -4911518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -4911521.500000 Penalty: 1027.316650
	Iteration 39Q: 3 clusters Score -4911522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -4911521.000000 Penalty: 1027.316650
	Iteration 40F: 3 clusters Score -4911521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22295.037109 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22295.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21912.949219 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21912.95 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22096.414062 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22096.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22152.970703 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22152.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22181.429688 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -22181.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22202.392578 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -22202.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22211.271484 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22211.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22213.792969 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22213.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22213.792969 Penalty: 535.887878
	Iteration 7F: 3 clusters Score -22213.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -412618.250000 Penalty: 399.476898
	Iteration 0F: 2 clusters Score -412618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -408239.343750 Penalty: 798.953796
	Iteration 0F: 3 clusters Score -408239.3 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -409890.968750 Penalty: 798.953796
	Iteration 1F: 3 clusters Score -409891 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -410018.468750 Penalty: 798.953796
	Iteration 2Q: 3 clusters Score -410018.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -410154.031250 Penalty: 798.953796
	Iteration 3Q: 3 clusters Score -410154 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -410331.187500 Penalty: 798.953796
	Iteration 4Q: 3 clusters Score -410331.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -410606.375000 Penalty: 798.953796
	Iteration 5F: 3 clusters Score -410606.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -410990.437500 Penalty: 798.953796
	Iteration 6F: 3 clusters Score -410990.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -411414.437500 Penalty: 798.953796
	Iteration 7F: 3 clusters Score -411414.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -411678.156250 Penalty: 798.953796
	Iteration 8Q: 3 clusters Score -411678.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -411779.906250 Penalty: 798.953796
	Iteration 9Q: 3 clusters Score -411779.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -411843.000000 Penalty: 798.953796
	Iteration 10Q: 3 clusters Score -411843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -411884.468750 Penalty: 798.953796
	Iteration 11Q: 3 clusters Score -411884.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -411922.187500 Penalty: 798.953796
	Iteration 12Q: 3 clusters Score -411922.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -411960.093750 Penalty: 798.953796
	Iteration 13Q: 3 clusters Score -411960.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -411991.218750 Penalty: 798.953796
	Iteration 14Q: 3 clusters Score -411991.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -412028.781250 Penalty: 798.953796
	Iteration 15Q: 3 clusters Score -412028.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -412062.718750 Penalty: 798.953796
	Iteration 16Q: 3 clusters Score -412062.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -412087.062500 Penalty: 798.953796
	Iteration 17Q: 3 clusters Score -412087.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -412103.437500 Penalty: 798.953796
	Iteration 18Q: 3 clusters Score -412103.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -412119.031250 Penalty: 798.953796
	Iteration 19Q: 3 clusters Score -412119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -412130.250000 Penalty: 798.953796
	Iteration 20F: 3 clusters Score -412130.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -412143.406250 Penalty: 798.953796
	Iteration 21Q: 3 clusters Score -412143.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -412153.937500 Penalty: 798.953796
	Iteration 22Q: 3 clusters Score -412153.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -412161.093750 Penalty: 798.953796
	Iteration 23Q: 3 clusters Score -412161.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -412169.343750 Penalty: 798.953796
	Iteration 24Q: 3 clusters Score -412169.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -412178.218750 Penalty: 798.953796
	Iteration 25Q: 3 clusters Score -412178.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -412187.906250 Penalty: 798.953796
	Iteration 26Q: 3 clusters Score -412187.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -412199.812500 Penalty: 798.953796
	Iteration 27Q: 3 clusters Score -412199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -412209.250000 Penalty: 798.953796
	Iteration 28Q: 3 clusters Score -412209.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -412216.625000 Penalty: 798.953796
	Iteration 29Q: 3 clusters Score -412216.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -412224.187500 Penalty: 798.953796
	Iteration 30Q: 3 clusters Score -412224.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -412234.375000 Penalty: 798.953796
	Iteration 31Q: 3 clusters Score -412234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -412238.406250 Penalty: 798.953796
	Iteration 32Q: 3 clusters Score -412238.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -412243.593750 Penalty: 798.953796
	Iteration 33Q: 3 clusters Score -412243.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -412248.687500 Penalty: 798.953796
	Iteration 34Q: 3 clusters Score -412248.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -412254.250000 Penalty: 798.953796
	Iteration 35Q: 3 clusters Score -412254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -412260.562500 Penalty: 798.953796
	Iteration 36Q: 3 clusters Score -412260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -412267.281250 Penalty: 798.953796
	Iteration 37Q: 3 clusters Score -412267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -412273.062500 Penalty: 798.953796
	Iteration 38Q: 3 clusters Score -412273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -412280.937500 Penalty: 798.953796
	Iteration 39Q: 3 clusters Score -412280.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -412288.093750 Penalty: 798.953796
	Iteration 40F: 3 clusters Score -412288.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -412298.250000 Penalty: 798.953796
	Iteration 41Q: 3 clusters Score -412298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -412303.656250 Penalty: 798.953796
	Iteration 42Q: 3 clusters Score -412303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -412305.906250 Penalty: 798.953796
	Iteration 43Q: 3 clusters Score -412305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -412308.312500 Penalty: 798.953796
	Iteration 44Q: 3 clusters Score -412308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -412309.625000 Penalty: 798.953796
	Iteration 45Q: 3 clusters Score -412309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -412311.718750 Penalty: 798.953796
	Iteration 46Q: 3 clusters Score -412311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -412314.406250 Penalty: 798.953796
	Iteration 47Q: 3 clusters Score -412314.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -412320.687500 Penalty: 798.953796
	Iteration 48Q: 3 clusters Score -412320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -412324.156250 Penalty: 798.953796
	Iteration 49Q: 3 clusters Score -412324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -412330.718750 Penalty: 798.953796
	Iteration 50Q: 3 clusters Score -412330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -412337.531250 Penalty: 798.953796
	Iteration 51Q: 3 clusters Score -412337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -412340.062500 Penalty: 798.953796
	Iteration 52Q: 3 clusters Score -412340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -412344.500000 Penalty: 798.953796
	Iteration 53Q: 3 clusters Score -412344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -412345.187500 Penalty: 798.953796
	Iteration 54Q: 3 clusters Score -412345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -412345.187500 Penalty: 798.953796
	Iteration 55F: 3 clusters Score -412345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -8092.979980 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -8092.98 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 125 members 
Entering Unmasked Estep 
Score: -7792.200684 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7792.201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7894.170410 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7894.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7943.027344 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7943.027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7977.015137 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -7977.015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7990.473145 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -7990.473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7995.250488 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -7995.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8003.849121 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -8003.849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8007.636719 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -8007.637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8008.674805 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -8008.675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8012.866699 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -8012.867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8014.763184 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -8014.763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8014.763184 Penalty: 503.538452
	Iteration 11F: 3 clusters Score -8014.763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7848.482422 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7848.482 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 71 members 
Entering Unmasked Estep 
Score: -7620.467773 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7620.468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7660.051270 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7660.051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7678.270020 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7678.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7687.016602 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7687.017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7698.996582 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7698.997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7701.483398 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7701.483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7701.483398 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -7701.483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Entering Unmasked Estep 
Score: -5464084.500000 Penalty: 517.740051
	Iteration 0F: 2 clusters Score -5464084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5406632.000000 Penalty: 1035.480103
	Iteration 0F: 3 clusters Score -5406632 nChanged 42678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -5433835.500000 Penalty: 1035.480103
	Iteration 1F: 3 clusters Score -5433836 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -5436386.000000 Penalty: 1035.480103
	Iteration 2F: 3 clusters Score -5436386 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -5441176.000000 Penalty: 1035.480103
	Iteration 3F: 3 clusters Score -5441176 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -5448477.500000 Penalty: 1035.480103
	Iteration 4F: 3 clusters Score -5448478 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -5456726.500000 Penalty: 1035.480103
	Iteration 5F: 3 clusters Score -5456726 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -5461670.000000 Penalty: 1035.480103
	Iteration 6F: 3 clusters Score -5461670 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -5463255.000000 Penalty: 1035.480103
	Iteration 7Q: 3 clusters Score -5463255 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -5463527.500000 Penalty: 1035.480103
	Iteration 8Q: 3 clusters Score -5463528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -5463588.500000 Penalty: 1035.480103
	Iteration 9Q: 3 clusters Score -5463588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -5463605.500000 Penalty: 1035.480103
	Iteration 10Q: 3 clusters Score -5463606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -5463623.000000 Penalty: 1035.480103
	Iteration 11Q: 3 clusters Score -5463623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -5463629.000000 Penalty: 1035.480103
	Iteration 12Q: 3 clusters Score -5463629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -5463629.000000 Penalty: 1035.480103
	Iteration 13F: 3 clusters Score -5463629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (82811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Entering Unmasked Estep 
Score: -5137426.000000 Penalty: 515.256409
	Iteration 0F: 2 clusters Score -5137426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5082214.000000 Penalty: 1030.512817
	Iteration 0F: 3 clusters Score -5082214 nChanged 40127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5106648.500000 Penalty: 1030.512817
	Iteration 1F: 3 clusters Score -5106648 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5108779.500000 Penalty: 1030.512817
	Iteration 2F: 3 clusters Score -5108780 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5112523.500000 Penalty: 1030.512817
	Iteration 3F: 3 clusters Score -5112524 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5117831.000000 Penalty: 1030.512817
	Iteration 4F: 3 clusters Score -5117831 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -5123997.500000 Penalty: 1030.512817
	Iteration 5F: 3 clusters Score -5123998 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5128865.500000 Penalty: 1030.512817
	Iteration 6F: 3 clusters Score -5128866 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -5130635.000000 Penalty: 1030.512817
	Iteration 7Q: 3 clusters Score -5130635 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5131203.000000 Penalty: 1030.512817
	Iteration 8Q: 3 clusters Score -5131203 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5131511.000000 Penalty: 1030.512817
	Iteration 9Q: 3 clusters Score -5131511 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5131689.000000 Penalty: 1030.512817
	Iteration 10Q: 3 clusters Score -5131689 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5131851.500000 Penalty: 1030.512817
	Iteration 11Q: 3 clusters Score -5131852 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5132017.500000 Penalty: 1030.512817
	Iteration 12Q: 3 clusters Score -5132018 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5132122.000000 Penalty: 1030.512817
	Iteration 13Q: 3 clusters Score -5132122 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -5132229.000000 Penalty: 1030.512817
	Iteration 14Q: 3 clusters Score -5132229 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5132311.000000 Penalty: 1030.512817
	Iteration 15Q: 3 clusters Score -5132311 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -5132419.000000 Penalty: 1030.512817
	Iteration 16Q: 3 clusters Score -5132419 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5132489.500000 Penalty: 1030.512817
	Iteration 17Q: 3 clusters Score -5132490 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5132532.000000 Penalty: 1030.512817
	Iteration 18Q: 3 clusters Score -5132532 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5132603.000000 Penalty: 1030.512817
	Iteration 19Q: 3 clusters Score -5132603 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5132693.500000 Penalty: 1030.512817
	Iteration 20F: 3 clusters Score -5132694 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5132735.500000 Penalty: 1030.512817
	Iteration 21Q: 3 clusters Score -5132736 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5132791.500000 Penalty: 1030.512817
	Iteration 22Q: 3 clusters Score -5132792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5132834.000000 Penalty: 1030.512817
	Iteration 23Q: 3 clusters Score -5132834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5132869.500000 Penalty: 1030.512817
	Iteration 24Q: 3 clusters Score -5132870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5132877.500000 Penalty: 1030.512817
	Iteration 25Q: 3 clusters Score -5132878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5132923.000000 Penalty: 1030.512817
	Iteration 26Q: 3 clusters Score -5132923 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5132948.000000 Penalty: 1030.512817
	Iteration 27Q: 3 clusters Score -5132948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5132976.500000 Penalty: 1030.512817
	Iteration 28Q: 3 clusters Score -5132976 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60770 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5133020.000000 Penalty: 1030.512817
	Iteration 29Q: 3 clusters Score -5133020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5133058.000000 Penalty: 1030.512817
	Iteration 30Q: 3 clusters Score -5133058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -5133085.500000 Penalty: 1030.512817
	Iteration 31Q: 3 clusters Score -5133086 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5133097.000000 Penalty: 1030.512817
	Iteration 32Q: 3 clusters Score -5133097 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -5133135.000000 Penalty: 1030.512817
	Iteration 33Q: 3 clusters Score -5133135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5133158.500000 Penalty: 1030.512817
	Iteration 34Q: 3 clusters Score -5133158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5133170.000000 Penalty: 1030.512817
	Iteration 35Q: 3 clusters Score -5133170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5133206.000000 Penalty: 1030.512817
	Iteration 36Q: 3 clusters Score -5133206 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5133235.500000 Penalty: 1030.512817
	Iteration 37Q: 3 clusters Score -5133236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5133293.500000 Penalty: 1030.512817
	Iteration 38Q: 3 clusters Score -5133294 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5133311.000000 Penalty: 1030.512817
	Iteration 39Q: 3 clusters Score -5133311 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5133334.500000 Penalty: 1030.512817
	Iteration 40F: 3 clusters Score -5133334 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5133372.000000 Penalty: 1030.512817
	Iteration 41Q: 3 clusters Score -5133372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5133410.000000 Penalty: 1030.512817
	Iteration 42Q: 3 clusters Score -5133410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5133464.000000 Penalty: 1030.512817
	Iteration 43Q: 3 clusters Score -5133464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -5133501.500000 Penalty: 1030.512817
	Iteration 44Q: 3 clusters Score -5133502 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5133537.500000 Penalty: 1030.512817
	Iteration 45Q: 3 clusters Score -5133538 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5133562.000000 Penalty: 1030.512817
	Iteration 46Q: 3 clusters Score -5133562 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5133588.500000 Penalty: 1030.512817
	Iteration 47Q: 3 clusters Score -5133588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -5133639.500000 Penalty: 1030.512817
	Iteration 48Q: 3 clusters Score -5133640 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5133687.500000 Penalty: 1030.512817
	Iteration 49Q: 3 clusters Score -5133688 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5133714.500000 Penalty: 1030.512817
	Iteration 50Q: 3 clusters Score -5133714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5133764.000000 Penalty: 1030.512817
	Iteration 51Q: 3 clusters Score -5133764 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5133808.500000 Penalty: 1030.512817
	Iteration 52Q: 3 clusters Score -5133808 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5133857.000000 Penalty: 1030.512817
	Iteration 53Q: 3 clusters Score -5133857 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5133914.500000 Penalty: 1030.512817
	Iteration 54Q: 3 clusters Score -5133914 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -5133952.500000 Penalty: 1030.512817
	Iteration 55Q: 3 clusters Score -5133952 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -5134003.500000 Penalty: 1030.512817
	Iteration 56Q: 3 clusters Score -5134004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -5134057.500000 Penalty: 1030.512817
	Iteration 57Q: 3 clusters Score -5134058 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -5134095.000000 Penalty: 1030.512817
	Iteration 58Q: 3 clusters Score -5134095 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5134134.000000 Penalty: 1030.512817
	Iteration 59Q: 3 clusters Score -5134134 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5134188.000000 Penalty: 1030.512817
	Iteration 60F: 3 clusters Score -5134188 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5134217.500000 Penalty: 1030.512817
	Iteration 61Q: 3 clusters Score -5134218 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5134261.000000 Penalty: 1030.512817
	Iteration 62Q: 3 clusters Score -5134261 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5134291.000000 Penalty: 1030.512817
	Iteration 63Q: 3 clusters Score -5134291 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5134342.500000 Penalty: 1030.512817
	Iteration 64Q: 3 clusters Score -5134342 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5134356.500000 Penalty: 1030.512817
	Iteration 65Q: 3 clusters Score -5134356 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -5134408.500000 Penalty: 1030.512817
	Iteration 66Q: 3 clusters Score -5134408 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5134465.500000 Penalty: 1030.512817
	Iteration 67Q: 3 clusters Score -5134466 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5134499.000000 Penalty: 1030.512817
	Iteration 68Q: 3 clusters Score -5134499 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5134564.500000 Penalty: 1030.512817
	Iteration 69Q: 3 clusters Score -5134564 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5134615.500000 Penalty: 1030.512817
	Iteration 70Q: 3 clusters Score -5134616 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5134657.500000 Penalty: 1030.512817
	Iteration 71Q: 3 clusters Score -5134658 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -5134696.000000 Penalty: 1030.512817
	Iteration 72Q: 3 clusters Score -5134696 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -5134743.000000 Penalty: 1030.512817
	Iteration 73Q: 3 clusters Score -5134743 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5134806.500000 Penalty: 1030.512817
	Iteration 74Q: 3 clusters Score -5134806 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5134835.500000 Penalty: 1030.512817
	Iteration 75Q: 3 clusters Score -5134836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5134868.500000 Penalty: 1030.512817
	Iteration 76Q: 3 clusters Score -5134868 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -5134878.000000 Penalty: 1030.512817
	Iteration 77Q: 3 clusters Score -5134878 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5134922.000000 Penalty: 1030.512817
	Iteration 78Q: 3 clusters Score -5134922 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5134976 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5135173 nChanged 255
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Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5137017 nChanged 258
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Mstep: Class 1 contains 78192 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5137226 nChanged 262
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Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5137286 nChanged 230
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Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5137456 nChanged 93
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Mstep: Class 1 contains 80147 members 
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	Iteration 119Q: 3 clusters Score -5137456 nChanged 87
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Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5137468 nChanged 85
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Mstep: Class 1 contains 80319 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5137466 nChanged 73
Entering Unmasked Mstep 
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	Iteration 122Q: 3 clusters Score -5137474 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80471 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5137450 nChanged 76
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	Iteration 124Q: 3 clusters Score -5137461 nChanged 58
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Mstep: Class 1 contains 80603 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5137450 nChanged 47
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	Iteration 126Q: 3 clusters Score -5137444 nChanged 37
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Mstep: Class 1 contains 80687 members 
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	Iteration 127Q: 3 clusters Score -5137446 nChanged 40
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	Iteration 128Q: 3 clusters Score -5137442 nChanged 47
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	Iteration 129Q: 3 clusters Score -5137443 nChanged 58
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Mstep: Class 1 contains 81017 members 
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Mstep: Class 1 contains 81127 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 81167 members 
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	Iteration 137Q: 3 clusters Score -5137460 nChanged 35
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	Iteration 138Q: 3 clusters Score -5137468 nChanged 44
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Mstep: Class 2 contains 1567 members 
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	Iteration 139Q: 3 clusters Score -5137457 nChanged 48
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Mstep: Class 1 contains 81292 members 
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	Iteration 140F: 3 clusters Score -5137452 nChanged 55
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Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5137464 nChanged 40
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Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 1424 members 
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	Iteration 142Q: 3 clusters Score -5137458 nChanged 47
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Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 1377 members 
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	Iteration 143Q: 3 clusters Score -5137453 nChanged 39
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Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5137446 nChanged 34
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Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 1304 members 
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	Iteration 145Q: 3 clusters Score -5137454 nChanged 28
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Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 1276 members 
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	Iteration 146Q: 3 clusters Score -5137448 nChanged 25
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Mstep: Class 1 contains 81560 members 
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	Iteration 147Q: 3 clusters Score -5137456 nChanged 21
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Mstep: Class 2 contains 1230 members 
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	Iteration 148Q: 3 clusters Score -5137458 nChanged 19
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Mstep: Class 1 contains 81600 members 
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	Iteration 149Q: 3 clusters Score -5137472 nChanged 18
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Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 1193 members 
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	Iteration 150Q: 3 clusters Score -5137460 nChanged 13
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Mstep: Class 1 contains 81631 members 
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	Iteration 151Q: 3 clusters Score -5137452 nChanged 18
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Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 1162 members 
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	Iteration 152Q: 3 clusters Score -5137450 nChanged 15
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Mstep: Class 2 contains 1147 members 
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	Iteration 154Q: 3 clusters Score -5137447 nChanged 17
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Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 1113 members 
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	Iteration 155Q: 3 clusters Score -5137440 nChanged 8
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Mstep: Class 1 contains 81706 members 
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	Iteration 156Q: 3 clusters Score -5137442 nChanged 8
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	Iteration 157Q: 3 clusters Score -5137444 nChanged 9
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	Iteration 158Q: 3 clusters Score -5137444 nChanged 2
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	Iteration 159Q: 3 clusters Score -5137448 nChanged 2
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Mstep: Class 1 contains 81727 members 
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	Iteration 160F: 3 clusters Score -5137446 nChanged 1
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	Iteration 161Q: 3 clusters Score -5137445 nChanged 2
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Mstep: Class 1 contains 81730 members 
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	Iteration 162Q: 3 clusters Score -5137448 nChanged 3
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	Iteration 163Q: 3 clusters Score -5137446 nChanged 5
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	Iteration 164Q: 3 clusters Score -5137451 nChanged 9
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	Iteration 165Q: 3 clusters Score -5137446 nChanged 8
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	Iteration 166Q: 3 clusters Score -5137443 nChanged 6
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	Iteration 167Q: 3 clusters Score -5137439 nChanged 7
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5137432 nChanged 4
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	Iteration 169Q: 3 clusters Score -5137432 nChanged 2
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	Iteration 170Q: 3 clusters Score -5137428 nChanged 1
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Entering Unmasked Estep 
Score: -5137430.000000 Penalty: 1030.512817
	Iteration 171Q: 3 clusters Score -5137430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5137427.500000 Penalty: 1030.512817
	Iteration 172Q: 3 clusters Score -5137428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5137432.000000 Penalty: 1030.512817
	Iteration 173Q: 3 clusters Score -5137432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5137432.500000 Penalty: 1030.512817
	Iteration 174Q: 3 clusters Score -5137432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5137436.000000 Penalty: 1030.512817
	Iteration 175Q: 3 clusters Score -5137436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5137430.000000 Penalty: 1030.512817
	Iteration 176Q: 3 clusters Score -5137430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5137433.000000 Penalty: 1030.512817
	Iteration 177Q: 3 clusters Score -5137433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5137433.000000 Penalty: 1030.512817
	Iteration 178F: 3 clusters Score -5137433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Entering Unmasked Estep 
Score: -53303876.000000 Penalty: 47402.378906
Splitting cluster 18 changes total score from -53303792.000000 to -53303876.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 19 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -10154.101562 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -10154.1 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 76 members 
Entering Unmasked Estep 
Score: -9900.470703 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -9900.471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9951.818359 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -9951.818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9960.766602 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -9960.767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9973.831055 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -9973.831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9984.434570 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -9984.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9984.434570 Penalty: 449.689453
	Iteration 5F: 3 clusters Score -9984.435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 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: -24114.580078 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24114.58 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24237.291016 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24237.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24267.843750 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24267.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24278.503906 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -24278.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24296.732422 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24296.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24305.156250 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24305.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24306.234375 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24306.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24306.791016 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24306.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24310.423828 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24310.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24318.376953 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -24318.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24322.582031 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -24322.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24326.439453 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -24326.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24334.191406 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -24334.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24340.875000 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -24340.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24347.013672 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -24347.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24350.628906 Penalty: 544.995483
	Iteration 15Q: 3 clusters Score -24350.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24351.619141 Penalty: 544.995483
	Iteration 16Q: 3 clusters Score -24351.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24351.968750 Penalty: 544.995483
	Iteration 17Q: 3 clusters Score -24351.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24352.484375 Penalty: 544.995483
	Iteration 18Q: 3 clusters Score -24352.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24352.613281 Penalty: 544.995483
	Iteration 19Q: 3 clusters Score -24352.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24352.613281 Penalty: 544.995483
	Iteration 20F: 3 clusters Score -24352.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -10965.349609 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -10965.35 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 114 members 
Entering Unmasked Estep 
Score: -10670.791992 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10670.79 nChanged 64
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: -10748.670898 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10748.67 nChanged 12
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: -10779.192383 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10779.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10801.119141 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10801.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10814.287109 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10814.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10824.446289 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10824.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10830.737305 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -10830.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10832.000000 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -10832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10833.313477 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -10833.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10833.313477 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -10833.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (87114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Entering Unmasked Estep 
Score: -5453888.500000 Penalty: 517.561279
	Iteration 0F: 2 clusters Score -5453888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -5395335.500000 Penalty: 1035.122559
	Iteration 0F: 3 clusters Score -5395336 nChanged 42814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5422747.000000 Penalty: 1035.122559
	Iteration 1F: 3 clusters Score -5422747 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -5424891.500000 Penalty: 1035.122559
	Iteration 2Q: 3 clusters Score -5424892 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5428623.000000 Penalty: 1035.122559
	Iteration 3F: 3 clusters Score -5428623 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5433874.000000 Penalty: 1035.122559
	Iteration 4F: 3 clusters Score -5433874 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -5437774.500000 Penalty: 1035.122559
	Iteration 5F: 3 clusters Score -5437774 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5439012.000000 Penalty: 1035.122559
	Iteration 6Q: 3 clusters Score -5439012 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5439282.000000 Penalty: 1035.122559
	Iteration 7Q: 3 clusters Score -5439282 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -5439331.000000 Penalty: 1035.122559
	Iteration 8Q: 3 clusters Score -5439331 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -5439392.000000 Penalty: 1035.122559
	Iteration 9Q: 3 clusters Score -5439392 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5439445.500000 Penalty: 1035.122559
	Iteration 10Q: 3 clusters Score -5439446 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -5439473.500000 Penalty: 1035.122559
	Iteration 11Q: 3 clusters Score -5439474 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -5439562.500000 Penalty: 1035.122559
	Iteration 12Q: 3 clusters Score -5439562 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5439655.000000 Penalty: 1035.122559
	Iteration 13Q: 3 clusters Score -5439655 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5439730.000000 Penalty: 1035.122559
	Iteration 14Q: 3 clusters Score -5439730 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -5439795.500000 Penalty: 1035.122559
	Iteration 15Q: 3 clusters Score -5439796 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5439854.000000 Penalty: 1035.122559
	Iteration 16Q: 3 clusters Score -5439854 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -5439941.000000 Penalty: 1035.122559
	Iteration 17Q: 3 clusters Score -5439941 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -5440016.000000 Penalty: 1035.122559
	Iteration 18Q: 3 clusters Score -5440016 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5440102.000000 Penalty: 1035.122559
	Iteration 19Q: 3 clusters Score -5440102 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5440175.000000 Penalty: 1035.122559
	Iteration 20F: 3 clusters Score -5440175 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5440246.000000 Penalty: 1035.122559
	Iteration 21Q: 3 clusters Score -5440246 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5440279.000000 Penalty: 1035.122559
	Iteration 22Q: 3 clusters Score -5440279 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5440332.000000 Penalty: 1035.122559
	Iteration 23Q: 3 clusters Score -5440332 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -5440417.000000 Penalty: 1035.122559
	Iteration 24Q: 3 clusters Score -5440417 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5440522.500000 Penalty: 1035.122559
	Iteration 25Q: 3 clusters Score -5440522 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -5440582.000000 Penalty: 1035.122559
	Iteration 26Q: 3 clusters Score -5440582 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5440681.500000 Penalty: 1035.122559
	Iteration 27Q: 3 clusters Score -5440682 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5440763.000000 Penalty: 1035.122559
	Iteration 28Q: 3 clusters Score -5440763 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -5440867.500000 Penalty: 1035.122559
	Iteration 29Q: 3 clusters Score -5440868 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5440963.000000 Penalty: 1035.122559
	Iteration 30Q: 3 clusters Score -5440963 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5441030.000000 Penalty: 1035.122559
	Iteration 31Q: 3 clusters Score -5441030 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5441158.000000 Penalty: 1035.122559
	Iteration 32Q: 3 clusters Score -5441158 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5441256.500000 Penalty: 1035.122559
	Iteration 33Q: 3 clusters Score -5441256 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -5441351.500000 Penalty: 1035.122559
	Iteration 34Q: 3 clusters Score -5441352 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5441440 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5441565 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5441655 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5441804.500000 Penalty: 1035.122559
	Iteration 38Q: 3 clusters Score -5441804 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5441921.500000 Penalty: 1035.122559
	Iteration 39Q: 3 clusters Score -5441922 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5442092.500000 Penalty: 1035.122559
	Iteration 40F: 3 clusters Score -5442092 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5442210 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5442385 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5442513 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -5442664.500000 Penalty: 1035.122559
	Iteration 44Q: 3 clusters Score -5442664 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5442868 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5443081 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5443245.500000 Penalty: 1035.122559
	Iteration 47Q: 3 clusters Score -5443246 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -5443466.500000 Penalty: 1035.122559
	Iteration 48Q: 3 clusters Score -5443466 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5443668 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -5443917.500000 Penalty: 1035.122559
	Iteration 50Q: 3 clusters Score -5443918 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5444102 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5444338 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -5444603.500000 Penalty: 1035.122559
	Iteration 53Q: 3 clusters Score -5444604 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5444769 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5445010.000000 Penalty: 1035.122559
	Iteration 55Q: 3 clusters Score -5445010 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5445280.500000 Penalty: 1035.122559
	Iteration 56Q: 3 clusters Score -5445280 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5445512 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5445747.500000 Penalty: 1035.122559
	Iteration 58Q: 3 clusters Score -5445748 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5446018 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5446257 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5446538 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5446863 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5447195 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5447492 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5447783 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5448060 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -5448329.000000 Penalty: 1035.122559
	Iteration 67Q: 3 clusters Score -5448329 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5448596 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5448892 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5449174 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5449468 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5449800 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5450062 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5450310 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5450561.000000 Penalty: 1035.122559
	Iteration 75Q: 3 clusters Score -5450561 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5450790 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5451004 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5451230.500000 Penalty: 1035.122559
	Iteration 78Q: 3 clusters Score -5451230 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5451407.000000 Penalty: 1035.122559
	Iteration 79Q: 3 clusters Score -5451407 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -5451580.500000 Penalty: 1035.122559
	Iteration 80F: 3 clusters Score -5451580 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5451752 nChanged 548
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5451918 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5452046 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5452134 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5452245 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5452341.500000 Penalty: 1035.122559
	Iteration 86Q: 3 clusters Score -5452342 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5452451 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5452544 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5452618 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5452684 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5452772 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5452842 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5452911 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5452965 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5453016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5453079.000000 Penalty: 1035.122559
	Iteration 96Q: 3 clusters Score -5453079 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5453134 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5453191.000000 Penalty: 1035.122559
	Iteration 98Q: 3 clusters Score -5453191 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5453239.500000 Penalty: 1035.122559
	Iteration 99Q: 3 clusters Score -5453240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5453270 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5453297.500000 Penalty: 1035.122559
	Iteration 101Q: 3 clusters Score -5453298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5453319.500000 Penalty: 1035.122559
	Iteration 102Q: 3 clusters Score -5453320 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5453358.500000 Penalty: 1035.122559
	Iteration 103Q: 3 clusters Score -5453358 nChanged 79
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Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5453359 nChanged 60
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Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5453386 nChanged 65
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Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5453400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5453416 nChanged 38
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Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5453421.000000 Penalty: 1035.122559
	Iteration 108Q: 3 clusters Score -5453421 nChanged 37
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Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5453438 nChanged 42
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Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5453451 nChanged 43
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Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5453456 nChanged 49
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Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5453482 nChanged 40
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Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5453492 nChanged 27
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Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5453507 nChanged 22
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Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5453514.000000 Penalty: 1035.122559
	Iteration 115Q: 3 clusters Score -5453514 nChanged 19
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Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5453512 nChanged 17
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Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5453514 nChanged 16
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Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5453520 nChanged 9
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Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5453524 nChanged 5
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Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5453521.000000 Penalty: 1035.122559
	Iteration 120F: 3 clusters Score -5453521 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5453520 nChanged 8
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Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5453519 nChanged 16
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Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5453518 nChanged 18
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Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5453525 nChanged 18
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Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5453526.500000 Penalty: 1035.122559
	Iteration 125Q: 3 clusters Score -5453526 nChanged 15
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Entering Unmasked Estep 
Score: -5453530.000000 Penalty: 1035.122559
	Iteration 126Q: 3 clusters Score -5453530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5453532.500000 Penalty: 1035.122559
	Iteration 127Q: 3 clusters Score -5453532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5453528.500000 Penalty: 1035.122559
	Iteration 128Q: 3 clusters Score -5453528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5453528.000000 Penalty: 1035.122559
	Iteration 129Q: 3 clusters Score -5453528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5453522.500000 Penalty: 1035.122559
	Iteration 130Q: 3 clusters Score -5453522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5453526.500000 Penalty: 1035.122559
	Iteration 131Q: 3 clusters Score -5453526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5453533.000000 Penalty: 1035.122559
	Iteration 132Q: 3 clusters Score -5453533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5453537.000000 Penalty: 1035.122559
	Iteration 133Q: 3 clusters Score -5453537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5453540.000000 Penalty: 1035.122559
	Iteration 134Q: 3 clusters Score -5453540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5453540.500000 Penalty: 1035.122559
	Iteration 135Q: 3 clusters Score -5453540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5453539.000000 Penalty: 1035.122559
	Iteration 136Q: 3 clusters Score -5453539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5453541.000000 Penalty: 1035.122559
	Iteration 137Q: 3 clusters Score -5453541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5453540.500000 Penalty: 1035.122559
	Iteration 138Q: 3 clusters Score -5453540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5453541.000000 Penalty: 1035.122559
	Iteration 139Q: 3 clusters Score -5453541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5453536.500000 Penalty: 1035.122559
	Iteration 140F: 3 clusters Score -5453536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5453539.500000 Penalty: 1035.122559
	Iteration 141Q: 3 clusters Score -5453540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5453539.500000 Penalty: 1035.122559
	Iteration 142F: 3 clusters Score -5453540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (97748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Entering Unmasked Estep 
Score: -6096049.500000 Penalty: 522.801697
	Iteration 0F: 2 clusters Score -6096050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -6030759.500000 Penalty: 1045.603394
	Iteration 0F: 3 clusters Score -6030760 nChanged 47661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6060231.000000 Penalty: 1045.603394
	Iteration 1F: 3 clusters Score -6060231 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -6061971.000000 Penalty: 1045.603394
	Iteration 2Q: 3 clusters Score -6061971 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -6064818.000000 Penalty: 1045.603394
	Iteration 3F: 3 clusters Score -6064818 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -6069663.500000 Penalty: 1045.603394
	Iteration 4F: 3 clusters Score -6069664 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6076501.000000 Penalty: 1045.603394
	Iteration 5F: 3 clusters Score -6076501 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -6083535.000000 Penalty: 1045.603394
	Iteration 6F: 3 clusters Score -6083535 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -6088771.000000 Penalty: 1045.603394
	Iteration 7F: 3 clusters Score -6088771 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6091776.500000 Penalty: 1045.603394
	Iteration 8Q: 3 clusters Score -6091776 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6093524.500000 Penalty: 1045.603394
	Iteration 9Q: 3 clusters Score -6093524 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6094536.500000 Penalty: 1045.603394
	Iteration 10Q: 3 clusters Score -6094536 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6095066.500000 Penalty: 1045.603394
	Iteration 11Q: 3 clusters Score -6095066 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6095285.500000 Penalty: 1045.603394
	Iteration 12Q: 3 clusters Score -6095286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6095430.000000 Penalty: 1045.603394
	Iteration 13Q: 3 clusters Score -6095430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6095473.500000 Penalty: 1045.603394
	Iteration 14Q: 3 clusters Score -6095474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6095507.000000 Penalty: 1045.603394
	Iteration 15Q: 3 clusters Score -6095507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6095532.000000 Penalty: 1045.603394
	Iteration 16Q: 3 clusters Score -6095532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6095552.500000 Penalty: 1045.603394
	Iteration 17Q: 3 clusters Score -6095552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6095563.500000 Penalty: 1045.603394
	Iteration 18Q: 3 clusters Score -6095564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6095571.000000 Penalty: 1045.603394
	Iteration 19Q: 3 clusters Score -6095571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6095574.500000 Penalty: 1045.603394
	Iteration 20F: 3 clusters Score -6095574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6095578.000000 Penalty: 1045.603394
	Iteration 21Q: 3 clusters Score -6095578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6095578.000000 Penalty: 1045.603394
	Iteration 22F: 3 clusters Score -6095578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -34603.914062 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -34603.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34068.492188 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34068.49 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34195.777344 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34195.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34250.773438 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34250.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34278.199219 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -34278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34299.250000 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -34299.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34320.683594 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34320.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34342.820312 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34342.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34348.988281 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34348.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34355.328125 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34355.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34369.691406 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -34369.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34391.527344 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -34391.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34414.324219 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -34414.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34427.660156 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -34427.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34438.089844 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -34438.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34456.117188 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -34456.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34469.917969 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -34469.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34480.320312 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -34480.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34485.054688 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -34485.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34489.273438 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -34489.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34490.687500 Penalty: 571.003357
	Iteration 19Q: 3 clusters Score -34490.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34491.875000 Penalty: 571.003357
	Iteration 20F: 3 clusters Score -34491.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34494.039062 Penalty: 571.003357
	Iteration 21Q: 3 clusters Score -34494.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34499.257812 Penalty: 571.003357
	Iteration 22Q: 3 clusters Score -34499.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34503.863281 Penalty: 571.003357
	Iteration 23Q: 3 clusters Score -34503.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34508.140625 Penalty: 571.003357
	Iteration 24Q: 3 clusters Score -34508.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34510.578125 Penalty: 571.003357
	Iteration 25Q: 3 clusters Score -34510.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34511.523438 Penalty: 571.003357
	Iteration 26Q: 3 clusters Score -34511.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34511.695312 Penalty: 571.003357
	Iteration 27Q: 3 clusters Score -34511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34511.695312 Penalty: 571.003357
	Iteration 28F: 3 clusters Score -34511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Entering Unmasked Estep 
Score: -9005.999023 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -9005.999 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 86 members 
Entering Unmasked Estep 
Score: -8747.879883 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -8747.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8850.881836 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -8850.882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8872.696289 Penalty: 475.052399
	Iteration 2Q: 3 clusters Score -8872.696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8905.362305 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -8905.362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8916.978516 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -8916.979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8928.983398 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -8928.983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8944.700195 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -8944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8957.253906 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -8957.254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8958.883789 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -8958.884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8958.883789 Penalty: 475.052399
	Iteration 9F: 3 clusters Score -8958.884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7570.686035 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7570.686 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 67 members 
Entering Unmasked Estep 
Score: -7324.323242 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7324.323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7363.263184 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7363.263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7375.943848 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7375.944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7382.686035 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7382.686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7385.419434 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7385.419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7387.579102 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7387.579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7388.071777 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7388.072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7388.538086 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7388.538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7388.538086 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -7388.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Entering Unmasked Estep 
Score: -579183.062500 Penalty: 415.939453
	Iteration 0F: 2 clusters Score -579183.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -573013.562500 Penalty: 831.878906
	Iteration 0F: 3 clusters Score -573013.6 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -575591.562500 Penalty: 831.878906
	Iteration 1F: 3 clusters Score -575591.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -575949.500000 Penalty: 831.878906
	Iteration 2F: 3 clusters Score -575949.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -576480.187500 Penalty: 831.878906
	Iteration 3F: 3 clusters Score -576480.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -577129.500000 Penalty: 831.878906
	Iteration 4F: 3 clusters Score -577129.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -577710.062500 Penalty: 831.878906
	Iteration 5F: 3 clusters Score -577710.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -578066.000000 Penalty: 831.878906
	Iteration 6Q: 3 clusters Score -578066 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -578269.562500 Penalty: 831.878906
	Iteration 7Q: 3 clusters Score -578269.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -578390.812500 Penalty: 831.878906
	Iteration 8Q: 3 clusters Score -578390.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -578462.250000 Penalty: 831.878906
	Iteration 9Q: 3 clusters Score -578462.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -578503.875000 Penalty: 831.878906
	Iteration 10Q: 3 clusters Score -578503.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -578534.812500 Penalty: 831.878906
	Iteration 11Q: 3 clusters Score -578534.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -578567.125000 Penalty: 831.878906
	Iteration 12Q: 3 clusters Score -578567.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -578599.687500 Penalty: 831.878906
	Iteration 13Q: 3 clusters Score -578599.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -578632.875000 Penalty: 831.878906
	Iteration 14Q: 3 clusters Score -578632.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -578654.125000 Penalty: 831.878906
	Iteration 15Q: 3 clusters Score -578654.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -578674.562500 Penalty: 831.878906
	Iteration 16Q: 3 clusters Score -578674.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -578699.562500 Penalty: 831.878906
	Iteration 17Q: 3 clusters Score -578699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -578725.750000 Penalty: 831.878906
	Iteration 18Q: 3 clusters Score -578725.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -578745.187500 Penalty: 831.878906
	Iteration 19Q: 3 clusters Score -578745.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -578753.250000 Penalty: 831.878906
	Iteration 20F: 3 clusters Score -578753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -578763.812500 Penalty: 831.878906
	Iteration 21Q: 3 clusters Score -578763.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -578770.500000 Penalty: 831.878906
	Iteration 22Q: 3 clusters Score -578770.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -578777.437500 Penalty: 831.878906
	Iteration 23Q: 3 clusters Score -578777.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -578786.812500 Penalty: 831.878906
	Iteration 24Q: 3 clusters Score -578786.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -578795.375000 Penalty: 831.878906
	Iteration 25Q: 3 clusters Score -578795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -578804.250000 Penalty: 831.878906
	Iteration 26Q: 3 clusters Score -578804.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -578812.062500 Penalty: 831.878906
	Iteration 27Q: 3 clusters Score -578812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -578818.125000 Penalty: 831.878906
	Iteration 28Q: 3 clusters Score -578818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -578823.375000 Penalty: 831.878906
	Iteration 29Q: 3 clusters Score -578823.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -578828.687500 Penalty: 831.878906
	Iteration 30Q: 3 clusters Score -578828.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -578833.812500 Penalty: 831.878906
	Iteration 31Q: 3 clusters Score -578833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -578838.125000 Penalty: 831.878906
	Iteration 32Q: 3 clusters Score -578838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -578840.500000 Penalty: 831.878906
	Iteration 33Q: 3 clusters Score -578840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -578841.562500 Penalty: 831.878906
	Iteration 34Q: 3 clusters Score -578841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -578842.375000 Penalty: 831.878906
	Iteration 35Q: 3 clusters Score -578842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -578843.687500 Penalty: 831.878906
	Iteration 36Q: 3 clusters Score -578843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -578844.000000 Penalty: 831.878906
	Iteration 37Q: 3 clusters Score -578844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -578844.000000 Penalty: 831.878906
	Iteration 38F: 3 clusters Score -578844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Entering Unmasked Estep 
Score: -2440852.500000 Penalty: 480.469208
	Iteration 0F: 2 clusters Score -2440852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2415190.250000 Penalty: 960.938416
	Iteration 0F: 3 clusters Score -2415190 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2426227.500000 Penalty: 960.938416
	Iteration 1F: 3 clusters Score -2426228 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2426691.000000 Penalty: 960.938416
	Iteration 2Q: 3 clusters Score -2426691 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2427311.750000 Penalty: 960.938416
	Iteration 3Q: 3 clusters Score -2427312 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2428239.000000 Penalty: 960.938416
	Iteration 4Q: 3 clusters Score -2428239 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2429812.500000 Penalty: 960.938416
	Iteration 5F: 3 clusters Score -2429812 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2432277.000000 Penalty: 960.938416
	Iteration 6F: 3 clusters Score -2432277 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2434870.750000 Penalty: 960.938416
	Iteration 7F: 3 clusters Score -2434871 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -2436593.000000 Penalty: 960.938416
	Iteration 8F: 3 clusters Score -2436593 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -2437451.000000 Penalty: 960.938416
	Iteration 9Q: 3 clusters Score -2437451 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -2437984.000000 Penalty: 960.938416
	Iteration 10Q: 3 clusters Score -2437984 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -2438374.500000 Penalty: 960.938416
	Iteration 11Q: 3 clusters Score -2438374 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2438625.750000 Penalty: 960.938416
	Iteration 12Q: 3 clusters Score -2438626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2438809.500000 Penalty: 960.938416
	Iteration 13Q: 3 clusters Score -2438810 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2438950.000000 Penalty: 960.938416
	Iteration 14Q: 3 clusters Score -2438950 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -2439071.250000 Penalty: 960.938416
	Iteration 15Q: 3 clusters Score -2439071 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -2439156.500000 Penalty: 960.938416
	Iteration 16Q: 3 clusters Score -2439156 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2439217.750000 Penalty: 960.938416
	Iteration 17Q: 3 clusters Score -2439218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -2439260.750000 Penalty: 960.938416
	Iteration 18Q: 3 clusters Score -2439261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2439306.500000 Penalty: 960.938416
	Iteration 19Q: 3 clusters Score -2439306 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -2439330.250000 Penalty: 960.938416
	Iteration 20F: 3 clusters Score -2439330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2439352.000000 Penalty: 960.938416
	Iteration 21Q: 3 clusters Score -2439352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -2439379.000000 Penalty: 960.938416
	Iteration 22Q: 3 clusters Score -2439379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -2439408.500000 Penalty: 960.938416
	Iteration 23Q: 3 clusters Score -2439408 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2439427.250000 Penalty: 960.938416
	Iteration 24Q: 3 clusters Score -2439427 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -2439452.000000 Penalty: 960.938416
	Iteration 25Q: 3 clusters Score -2439452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -2439473.250000 Penalty: 960.938416
	Iteration 26Q: 3 clusters Score -2439473 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -2439479.750000 Penalty: 960.938416
	Iteration 27Q: 3 clusters Score -2439480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -2439492.250000 Penalty: 960.938416
	Iteration 28Q: 3 clusters Score -2439492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2439510.000000 Penalty: 960.938416
	Iteration 29Q: 3 clusters Score -2439510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -2439513.000000 Penalty: 960.938416
	Iteration 30Q: 3 clusters Score -2439513 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -2439536.750000 Penalty: 960.938416
	Iteration 31Q: 3 clusters Score -2439537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -2439550.000000 Penalty: 960.938416
	Iteration 32Q: 3 clusters Score -2439550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -2439551.000000 Penalty: 960.938416
	Iteration 33Q: 3 clusters Score -2439551 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -2439573.250000 Penalty: 960.938416
	Iteration 34Q: 3 clusters Score -2439573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -2439586.500000 Penalty: 960.938416
	Iteration 35Q: 3 clusters Score -2439586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -2439591.500000 Penalty: 960.938416
	Iteration 36Q: 3 clusters Score -2439592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -2439600.250000 Penalty: 960.938416
	Iteration 37Q: 3 clusters Score -2439600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -2439611.000000 Penalty: 960.938416
	Iteration 38Q: 3 clusters Score -2439611 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -2439633.000000 Penalty: 960.938416
	Iteration 39Q: 3 clusters Score -2439633 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -2439664.750000 Penalty: 960.938416
	Iteration 40F: 3 clusters Score -2439665 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -2439673.500000 Penalty: 960.938416
	Iteration 41Q: 3 clusters Score -2439674 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -2439698.250000 Penalty: 960.938416
	Iteration 42Q: 3 clusters Score -2439698 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -2439718.000000 Penalty: 960.938416
	Iteration 43Q: 3 clusters Score -2439718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -2439733.000000 Penalty: 960.938416
	Iteration 44Q: 3 clusters Score -2439733 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -2439746.250000 Penalty: 960.938416
	Iteration 45Q: 3 clusters Score -2439746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -2439759.000000 Penalty: 960.938416
	Iteration 46Q: 3 clusters Score -2439759 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -2439777.000000 Penalty: 960.938416
	Iteration 47Q: 3 clusters Score -2439777 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -2439784.750000 Penalty: 960.938416
	Iteration 48Q: 3 clusters Score -2439785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -2439789.750000 Penalty: 960.938416
	Iteration 49Q: 3 clusters Score -2439790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -2439797.500000 Penalty: 960.938416
	Iteration 50Q: 3 clusters Score -2439798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -2439812.250000 Penalty: 960.938416
	Iteration 51Q: 3 clusters Score -2439812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -2439822.500000 Penalty: 960.938416
	Iteration 52Q: 3 clusters Score -2439822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -2439837.750000 Penalty: 960.938416
	Iteration 53Q: 3 clusters Score -2439838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -2439850.750000 Penalty: 960.938416
	Iteration 54Q: 3 clusters Score -2439851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -2439854.250000 Penalty: 960.938416
	Iteration 55Q: 3 clusters Score -2439854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -2439867.250000 Penalty: 960.938416
	Iteration 56Q: 3 clusters Score -2439867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -2439875.750000 Penalty: 960.938416
	Iteration 57Q: 3 clusters Score -2439876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -2439877.750000 Penalty: 960.938416
	Iteration 58Q: 3 clusters Score -2439878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -2439883.000000 Penalty: 960.938416
	Iteration 59Q: 3 clusters Score -2439883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2439883.750000 Penalty: 960.938416
	Iteration 60F: 3 clusters Score -2439884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -2439894.750000 Penalty: 960.938416
	Iteration 61Q: 3 clusters Score -2439895 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -2439899.750000 Penalty: 960.938416
	Iteration 62Q: 3 clusters Score -2439900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -2439903.750000 Penalty: 960.938416
	Iteration 63Q: 3 clusters Score -2439904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -2439911.500000 Penalty: 960.938416
	Iteration 64Q: 3 clusters Score -2439912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -2439921.750000 Penalty: 960.938416
	Iteration 65Q: 3 clusters Score -2439922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -2439936.250000 Penalty: 960.938416
	Iteration 66Q: 3 clusters Score -2439936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -2439941.000000 Penalty: 960.938416
	Iteration 67Q: 3 clusters Score -2439941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -2439944.750000 Penalty: 960.938416
	Iteration 68Q: 3 clusters Score -2439945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -2439946.500000 Penalty: 960.938416
	Iteration 69Q: 3 clusters Score -2439946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -2439955.250000 Penalty: 960.938416
	Iteration 70Q: 3 clusters Score -2439955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -2439956.000000 Penalty: 960.938416
	Iteration 71Q: 3 clusters Score -2439956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -2439970.500000 Penalty: 960.938416
	Iteration 72Q: 3 clusters Score -2439970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -2439986.250000 Penalty: 960.938416
	Iteration 73Q: 3 clusters Score -2439986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -2440000.750000 Penalty: 960.938416
	Iteration 74Q: 3 clusters Score -2440001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -2440017.000000 Penalty: 960.938416
	Iteration 75Q: 3 clusters Score -2440017 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -2440032.500000 Penalty: 960.938416
	Iteration 76Q: 3 clusters Score -2440032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -2440033.250000 Penalty: 960.938416
	Iteration 77Q: 3 clusters Score -2440033 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -2440047.000000 Penalty: 960.938416
	Iteration 78Q: 3 clusters Score -2440047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -2440056.000000 Penalty: 960.938416
	Iteration 79Q: 3 clusters Score -2440056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -2440064.500000 Penalty: 960.938416
	Iteration 80F: 3 clusters Score -2440064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -2440074.500000 Penalty: 960.938416
	Iteration 81Q: 3 clusters Score -2440074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -2440083.000000 Penalty: 960.938416
	Iteration 82Q: 3 clusters Score -2440083 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -2440102.000000 Penalty: 960.938416
	Iteration 83Q: 3 clusters Score -2440102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -2440123.250000 Penalty: 960.938416
	Iteration 84Q: 3 clusters Score -2440123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -2440135.250000 Penalty: 960.938416
	Iteration 85Q: 3 clusters Score -2440135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -2440157.750000 Penalty: 960.938416
	Iteration 86Q: 3 clusters Score -2440158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -2440172.750000 Penalty: 960.938416
	Iteration 87Q: 3 clusters Score -2440173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -2440201.250000 Penalty: 960.938416
	Iteration 88Q: 3 clusters Score -2440201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -2440218.500000 Penalty: 960.938416
	Iteration 89Q: 3 clusters Score -2440218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -2440225.000000 Penalty: 960.938416
	Iteration 90Q: 3 clusters Score -2440225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -2440232.250000 Penalty: 960.938416
	Iteration 91Q: 3 clusters Score -2440232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -2440237.750000 Penalty: 960.938416
	Iteration 92Q: 3 clusters Score -2440238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2440250.500000 Penalty: 960.938416
	Iteration 93Q: 3 clusters Score -2440250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -2440260.500000 Penalty: 960.938416
	Iteration 94Q: 3 clusters Score -2440260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -2440259.750000 Penalty: 960.938416
	Iteration 95Q: 3 clusters Score -2440260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -2440257.000000 Penalty: 960.938416
	Iteration 96Q: 3 clusters Score -2440257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -2440274.500000 Penalty: 960.938416
	Iteration 97Q: 3 clusters Score -2440274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -2440283.750000 Penalty: 960.938416
	Iteration 98Q: 3 clusters Score -2440284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -2440287.750000 Penalty: 960.938416
	Iteration 99Q: 3 clusters Score -2440288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -2440292.000000 Penalty: 960.938416
	Iteration 100F: 3 clusters Score -2440292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -2440305.500000 Penalty: 960.938416
	Iteration 101Q: 3 clusters Score -2440306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -2440303.500000 Penalty: 960.938416
	Iteration 102Q: 3 clusters Score -2440304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -2440308.750000 Penalty: 960.938416
	Iteration 103Q: 3 clusters Score -2440309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -2440318.750000 Penalty: 960.938416
	Iteration 104Q: 3 clusters Score -2440319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -2440320.500000 Penalty: 960.938416
	Iteration 105Q: 3 clusters Score -2440320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -2440324.250000 Penalty: 960.938416
	Iteration 106Q: 3 clusters Score -2440324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -2440323.250000 Penalty: 960.938416
	Iteration 107Q: 3 clusters Score -2440323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -2440333.000000 Penalty: 960.938416
	Iteration 108Q: 3 clusters Score -2440333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -2440329.250000 Penalty: 960.938416
	Iteration 109Q: 3 clusters Score -2440329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -2440334.500000 Penalty: 960.938416
	Iteration 110Q: 3 clusters Score -2440334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -2440341.750000 Penalty: 960.938416
	Iteration 111Q: 3 clusters Score -2440342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -2440343.000000 Penalty: 960.938416
	Iteration 112Q: 3 clusters Score -2440343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -2440339.250000 Penalty: 960.938416
	Iteration 113Q: 3 clusters Score -2440339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -2440338.750000 Penalty: 960.938416
	Iteration 114Q: 3 clusters Score -2440339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -2440342.000000 Penalty: 960.938416
	Iteration 115Q: 3 clusters Score -2440342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -2440343.000000 Penalty: 960.938416
	Iteration 116Q: 3 clusters Score -2440343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -2440344.500000 Penalty: 960.938416
	Iteration 117Q: 3 clusters Score -2440344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -2440344.250000 Penalty: 960.938416
	Iteration 118Q: 3 clusters Score -2440344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -2440348.750000 Penalty: 960.938416
	Iteration 119Q: 3 clusters Score -2440349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -2440349.750000 Penalty: 960.938416
	Iteration 120F: 3 clusters Score -2440350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -2440347.500000 Penalty: 960.938416
	Iteration 121Q: 3 clusters Score -2440348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -2440351.750000 Penalty: 960.938416
	Iteration 122Q: 3 clusters Score -2440352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -2440353.000000 Penalty: 960.938416
	Iteration 123Q: 3 clusters Score -2440353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -2440354.750000 Penalty: 960.938416
	Iteration 124Q: 3 clusters Score -2440355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -2440360.500000 Penalty: 960.938416
	Iteration 125Q: 3 clusters Score -2440360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -2440360.000000 Penalty: 960.938416
	Iteration 126Q: 3 clusters Score -2440360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -2440361.000000 Penalty: 960.938416
	Iteration 127Q: 3 clusters Score -2440361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -2440363.500000 Penalty: 960.938416
	Iteration 128Q: 3 clusters Score -2440364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -2440370.750000 Penalty: 960.938416
	Iteration 129Q: 3 clusters Score -2440371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -2440373.500000 Penalty: 960.938416
	Iteration 130Q: 3 clusters Score -2440374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -2440376.750000 Penalty: 960.938416
	Iteration 131Q: 3 clusters Score -2440377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -2440381.000000 Penalty: 960.938416
	Iteration 132Q: 3 clusters Score -2440381 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -2440381.500000 Penalty: 960.938416
	Iteration 133Q: 3 clusters Score -2440382 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -2440388.500000 Penalty: 960.938416
	Iteration 134Q: 3 clusters Score -2440388 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -2440389.250000 Penalty: 960.938416
	Iteration 135Q: 3 clusters Score -2440389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -2440392.000000 Penalty: 960.938416
	Iteration 136Q: 3 clusters Score -2440392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -2440397.750000 Penalty: 960.938416
	Iteration 137Q: 3 clusters Score -2440398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -2440402.000000 Penalty: 960.938416
	Iteration 138Q: 3 clusters Score -2440402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -2440401.500000 Penalty: 960.938416
	Iteration 139Q: 3 clusters Score -2440402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -2440405.000000 Penalty: 960.938416
	Iteration 140F: 3 clusters Score -2440405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -2440403.000000 Penalty: 960.938416
	Iteration 141Q: 3 clusters Score -2440403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -2440410.000000 Penalty: 960.938416
	Iteration 142Q: 3 clusters Score -2440410 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -2440413.500000 Penalty: 960.938416
	Iteration 143Q: 3 clusters Score -2440414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -2440415.000000 Penalty: 960.938416
	Iteration 144Q: 3 clusters Score -2440415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -2440414.250000 Penalty: 960.938416
	Iteration 145Q: 3 clusters Score -2440414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -2440419.500000 Penalty: 960.938416
	Iteration 146Q: 3 clusters Score -2440420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -2440417.750000 Penalty: 960.938416
	Iteration 147Q: 3 clusters Score -2440418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -2440423.500000 Penalty: 960.938416
	Iteration 148Q: 3 clusters Score -2440424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -2440421.250000 Penalty: 960.938416
	Iteration 149Q: 3 clusters Score -2440421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -2440426.750000 Penalty: 960.938416
	Iteration 150Q: 3 clusters Score -2440427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -2440429.000000 Penalty: 960.938416
	Iteration 151Q: 3 clusters Score -2440429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -2440433.000000 Penalty: 960.938416
	Iteration 152Q: 3 clusters Score -2440433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -2440437.250000 Penalty: 960.938416
	Iteration 153Q: 3 clusters Score -2440437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -2440439.000000 Penalty: 960.938416
	Iteration 154Q: 3 clusters Score -2440439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -2440443.500000 Penalty: 960.938416
	Iteration 155Q: 3 clusters Score -2440444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -2440445.000000 Penalty: 960.938416
	Iteration 156Q: 3 clusters Score -2440445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -2440446.000000 Penalty: 960.938416
	Iteration 157Q: 3 clusters Score -2440446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -2440453.000000 Penalty: 960.938416
	Iteration 158Q: 3 clusters Score -2440453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -2440458.750000 Penalty: 960.938416
	Iteration 159Q: 3 clusters Score -2440459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -2440463.500000 Penalty: 960.938416
	Iteration 160F: 3 clusters Score -2440464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -2440464.750000 Penalty: 960.938416
	Iteration 161Q: 3 clusters Score -2440465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -2440465.250000 Penalty: 960.938416
	Iteration 162Q: 3 clusters Score -2440465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -2440470.500000 Penalty: 960.938416
	Iteration 163Q: 3 clusters Score -2440470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -2440472.750000 Penalty: 960.938416
	Iteration 164Q: 3 clusters Score -2440473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -2440472.750000 Penalty: 960.938416
	Iteration 165F: 3 clusters Score -2440473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -129401.523438 Penalty: 346.293793
	Iteration 0F: 2 clusters Score -129401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -127963.406250 Penalty: 692.587585
	Iteration 0F: 3 clusters Score -127963.4 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -128473.210938 Penalty: 692.587585
	Iteration 1F: 3 clusters Score -128473.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -128572.656250 Penalty: 692.587585
	Iteration 2F: 3 clusters Score -128572.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -128664.093750 Penalty: 692.587585
	Iteration 3F: 3 clusters Score -128664.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -128761.101562 Penalty: 692.587585
	Iteration 4F: 3 clusters Score -128761.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128858.226562 Penalty: 692.587585
	Iteration 5F: 3 clusters Score -128858.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -128965.351562 Penalty: 692.587585
	Iteration 6F: 3 clusters Score -128965.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -129047.726562 Penalty: 692.587585
	Iteration 7Q: 3 clusters Score -129047.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -129094.453125 Penalty: 692.587585
	Iteration 8Q: 3 clusters Score -129094.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -129121.656250 Penalty: 692.587585
	Iteration 9Q: 3 clusters Score -129121.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129145.570312 Penalty: 692.587585
	Iteration 10Q: 3 clusters Score -129145.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -129165.453125 Penalty: 692.587585
	Iteration 11Q: 3 clusters Score -129165.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -129185.000000 Penalty: 692.587585
	Iteration 12Q: 3 clusters Score -129185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -129199.265625 Penalty: 692.587585
	Iteration 13Q: 3 clusters Score -129199.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -129206.937500 Penalty: 692.587585
	Iteration 14Q: 3 clusters Score -129206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -129211.609375 Penalty: 692.587585
	Iteration 15Q: 3 clusters Score -129211.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -129214.742188 Penalty: 692.587585
	Iteration 16Q: 3 clusters Score -129214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -129216.789062 Penalty: 692.587585
	Iteration 17Q: 3 clusters Score -129216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -129218.625000 Penalty: 692.587585
	Iteration 18Q: 3 clusters Score -129218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -129220.296875 Penalty: 692.587585
	Iteration 19Q: 3 clusters Score -129220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -129223.625000 Penalty: 692.587585
	Iteration 20F: 3 clusters Score -129223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -129223.953125 Penalty: 692.587585
	Iteration 21Q: 3 clusters Score -129224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -129224.007812 Penalty: 692.587585
	Iteration 22Q: 3 clusters Score -129224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -129224.007812 Penalty: 692.587585
	Iteration 23F: 3 clusters Score -129224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -29782.763672 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -29782.76 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 235 members 
Entering Unmasked Estep 
Score: -29357.417969 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -29357.42 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29736.636719 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -29736.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29802.634766 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -29802.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29816.773438 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -29816.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29820.529297 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -29820.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29823.064453 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -29823.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29825.148438 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -29825.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29829.175781 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -29829.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29842.128906 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -29842.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29868.574219 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -29868.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29882.404297 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -29882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29887.769531 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -29887.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29893.857422 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -29893.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29897.589844 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -29897.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29900.076172 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -29900.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29901.669922 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -29901.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29901.669922 Penalty: 564.246338
	Iteration 16F: 3 clusters Score -29901.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 283 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 210 members 
Entering Unmasked Estep 
Score: -53303656.000000 Penalty: 48026.093750
Splitting cluster 30 changes total score from -53303792.000000 to -53303656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -302418.343750 Penalty: 387.331635
	Iteration 0F: 2 clusters Score -302418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -299034.750000 Penalty: 774.663269
	Iteration 0F: 3 clusters Score -299034.8 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -300379.875000 Penalty: 774.663269
	Iteration 1F: 3 clusters Score -300379.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -300585.500000 Penalty: 774.663269
	Iteration 2F: 3 clusters Score -300585.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -300813.750000 Penalty: 774.663269
	Iteration 3F: 3 clusters Score -300813.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -301103.656250 Penalty: 774.663269
	Iteration 4F: 3 clusters Score -301103.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -301389.968750 Penalty: 774.663269
	Iteration 5F: 3 clusters Score -301390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -301581.250000 Penalty: 774.663269
	Iteration 6F: 3 clusters Score -301581.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -301664.562500 Penalty: 774.663269
	Iteration 7Q: 3 clusters Score -301664.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -301710.750000 Penalty: 774.663269
	Iteration 8Q: 3 clusters Score -301710.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -301750.875000 Penalty: 774.663269
	Iteration 9Q: 3 clusters Score -301750.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -301785.812500 Penalty: 774.663269
	Iteration 10Q: 3 clusters Score -301785.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -301837.875000 Penalty: 774.663269
	Iteration 11Q: 3 clusters Score -301837.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -301891.875000 Penalty: 774.663269
	Iteration 12Q: 3 clusters Score -301891.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -301944.562500 Penalty: 774.663269
	Iteration 13Q: 3 clusters Score -301944.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -301986.468750 Penalty: 774.663269
	Iteration 14Q: 3 clusters Score -301986.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -302016.343750 Penalty: 774.663269
	Iteration 15Q: 3 clusters Score -302016.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -302042.281250 Penalty: 774.663269
	Iteration 16Q: 3 clusters Score -302042.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -302058.312500 Penalty: 774.663269
	Iteration 17Q: 3 clusters Score -302058.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -302069.156250 Penalty: 774.663269
	Iteration 18Q: 3 clusters Score -302069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302076.312500 Penalty: 774.663269
	Iteration 19Q: 3 clusters Score -302076.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -302081.531250 Penalty: 774.663269
	Iteration 20F: 3 clusters Score -302081.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -302088.437500 Penalty: 774.663269
	Iteration 21Q: 3 clusters Score -302088.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -302095.125000 Penalty: 774.663269
	Iteration 22Q: 3 clusters Score -302095.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -302101.187500 Penalty: 774.663269
	Iteration 23Q: 3 clusters Score -302101.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -302104.718750 Penalty: 774.663269
	Iteration 24Q: 3 clusters Score -302104.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -302107.156250 Penalty: 774.663269
	Iteration 25Q: 3 clusters Score -302107.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -302109.125000 Penalty: 774.663269
	Iteration 26Q: 3 clusters Score -302109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -302109.656250 Penalty: 774.663269
	Iteration 27Q: 3 clusters Score -302109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -302111.187500 Penalty: 774.663269
	Iteration 28Q: 3 clusters Score -302111.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -302113.500000 Penalty: 774.663269
	Iteration 29Q: 3 clusters Score -302113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -302114.531250 Penalty: 774.663269
	Iteration 30Q: 3 clusters Score -302114.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -302114.968750 Penalty: 774.663269
	Iteration 31Q: 3 clusters Score -302115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -302115.343750 Penalty: 774.663269
	Iteration 32Q: 3 clusters Score -302115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302116.406250 Penalty: 774.663269
	Iteration 33Q: 3 clusters Score -302116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -302118.093750 Penalty: 774.663269
	Iteration 34Q: 3 clusters Score -302118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -302118.906250 Penalty: 774.663269
	Iteration 35Q: 3 clusters Score -302118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -302120.312500 Penalty: 774.663269
	Iteration 36Q: 3 clusters Score -302120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -302121.187500 Penalty: 774.663269
	Iteration 37Q: 3 clusters Score -302121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -302121.468750 Penalty: 774.663269
	Iteration 38Q: 3 clusters Score -302121.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -302121.906250 Penalty: 774.663269
	Iteration 39Q: 3 clusters Score -302121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302121.406250 Penalty: 774.663269
	Iteration 40F: 3 clusters Score -302121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302122.437500 Penalty: 774.663269
	Iteration 41Q: 3 clusters Score -302122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -302123.187500 Penalty: 774.663269
	Iteration 42Q: 3 clusters Score -302123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -302123.218750 Penalty: 774.663269
	Iteration 43Q: 3 clusters Score -302123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -302122.937500 Penalty: 774.663269
	Iteration 44Q: 3 clusters Score -302122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302123.437500 Penalty: 774.663269
	Iteration 45Q: 3 clusters Score -302123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302123.437500 Penalty: 774.663269
	Iteration 46F: 3 clusters Score -302123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Entering Unmasked Estep 
Score: -2301.962158 Penalty: 166.692047
	Iteration 0F: 2 clusters Score -2301.962 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 17 members 
Entering Unmasked Estep 
Score: -2214.073486 Penalty: 333.384094
	Iteration 0F: 3 clusters Score -2214.073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2216.461914 Penalty: 333.384094
	Iteration 1Q: 3 clusters Score -2216.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2216.461914 Penalty: 333.384094
	Iteration 2F: 3 clusters Score -2216.462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38944.847656 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38944.85 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39095.445312 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39095.45 nChanged 49
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: -39142.902344 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39142.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39185.390625 Penalty: 581.816772
	Iteration 3Q: 3 clusters Score -39185.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39218.105469 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39218.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39247.031250 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39247.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39267.957031 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39267.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39285.121094 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39285.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39297.988281 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39297.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39309.683594 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39309.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39314.847656 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39314.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39320.773438 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39320.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39325.878906 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39325.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39328.000000 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -39328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39329.968750 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -39329.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39330.761719 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -39330.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39331.152344 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -39331.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39331.707031 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -39331.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39332.519531 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -39332.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39333.027344 Penalty: 581.816772
	Iteration 19Q: 3 clusters Score -39333.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39334.199219 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -39334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39335.796875 Penalty: 581.816772
	Iteration 21Q: 3 clusters Score -39335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39338.406250 Penalty: 581.816772
	Iteration 22Q: 3 clusters Score -39338.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39340.515625 Penalty: 581.816772
	Iteration 23Q: 3 clusters Score -39340.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39344.613281 Penalty: 581.816772
	Iteration 24Q: 3 clusters Score -39344.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39346.011719 Penalty: 581.816772
	Iteration 25Q: 3 clusters Score -39346.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39350.507812 Penalty: 581.816772
	Iteration 26Q: 3 clusters Score -39350.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39353.765625 Penalty: 581.816772
	Iteration 27Q: 3 clusters Score -39353.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39357.304688 Penalty: 581.816772
	Iteration 28Q: 3 clusters Score -39357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39363.753906 Penalty: 581.816772
	Iteration 29Q: 3 clusters Score -39363.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39368.199219 Penalty: 581.816772
	Iteration 30Q: 3 clusters Score -39368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39370.070312 Penalty: 581.816772
	Iteration 31Q: 3 clusters Score -39370.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39375.695312 Penalty: 581.816772
	Iteration 32Q: 3 clusters Score -39375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39380.656250 Penalty: 581.816772
	Iteration 33Q: 3 clusters Score -39380.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39381.750000 Penalty: 581.816772
	Iteration 34Q: 3 clusters Score -39381.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39381.750000 Penalty: 581.816772
	Iteration 35F: 3 clusters Score -39381.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6801.008789 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6801.009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6586.701172 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6586.701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6645.850098 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6645.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6677.572754 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6677.573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6685.553711 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6685.554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6702.811035 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6702.811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6819.746094 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6819.746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6830.565430 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6830.565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6837.870605 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -6837.871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6843.044434 Penalty: 428.567261
	Iteration 8Q: 3 clusters Score -6843.044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6847.937988 Penalty: 428.567261
	Iteration 9Q: 3 clusters Score -6847.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6852.594727 Penalty: 428.567261
	Iteration 10Q: 3 clusters Score -6852.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6852.594727 Penalty: 428.567261
	Iteration 11F: 3 clusters Score -6852.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 53 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 58 members 
Entering Unmasked Estep 
Score: -53303532.000000 Penalty: 48026.093750
Splitting cluster 34 changes total score from -53303792.000000 to -53303532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -39348.832031 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -39348.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38787.664062 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -38787.66 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39044.910156 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -39044.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39203.937500 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -39203.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39264.660156 Penalty: 586.848938
	Iteration 3F: 3 clusters Score -39264.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39302.171875 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -39302.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39324.746094 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -39324.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39336.824219 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -39336.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39344.792969 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -39344.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39351.796875 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -39351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39353.886719 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -39353.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -39354.335938 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -39354.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39355.406250 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -39355.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39360.207031 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -39360.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39364.000000 Penalty: 586.848938
	Iteration 13Q: 3 clusters Score -39364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -39365.375000 Penalty: 586.848938
	Iteration 14Q: 3 clusters Score -39365.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39365.753906 Penalty: 586.848938
	Iteration 15Q: 3 clusters Score -39365.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39366.429688 Penalty: 586.848938
	Iteration 16Q: 3 clusters Score -39366.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39366.953125 Penalty: 586.848938
	Iteration 17Q: 3 clusters Score -39366.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39367.191406 Penalty: 586.848938
	Iteration 18Q: 3 clusters Score -39367.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -39367.191406 Penalty: 586.848938
	Iteration 19F: 3 clusters Score -39367.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 292 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 340 members 
Entering Unmasked Estep 
Score: -53303568.000000 Penalty: 48026.093750
Splitting cluster 35 changes total score from -53303792.000000 to -53303568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 94 members 
Entering Unmasked Estep 
Score: -5012.183105 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5012.183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5071.393555 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5071.394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5088.783203 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5088.783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5099.953125 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -5099.953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5110.862305 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5110.862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5112.061523 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5112.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5112.061523 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -5112.062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -14648.080078 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -14648.08 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 116 members 
Entering Unmasked Estep 
Score: -14341.235352 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -14341.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14479.791016 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -14479.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14531.500000 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -14531.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14554.395508 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -14554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14564.710938 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -14564.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14577.927734 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -14577.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14584.159180 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -14584.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14585.899414 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -14585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14587.609375 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -14587.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14589.297852 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -14589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14595.588867 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -14595.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14601.353516 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -14601.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14602.974609 Penalty: 496.434235
	Iteration 12Q: 3 clusters Score -14602.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14602.974609 Penalty: 496.434235
	Iteration 13F: 3 clusters Score -14602.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -9525.911133 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -9525.911 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: -9291.746094 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -9291.746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9343.497070 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -9343.497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9362.612305 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -9362.612 nChanged 8
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: -9382.796875 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -9382.797 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: -9391.840820 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -9391.841 nChanged 0
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: -9391.840820 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -9391.841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 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 155 members 
Entering Unmasked Estep 
Score: -18889.310547 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18889.31 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19017.777344 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -19017.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19041.572266 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -19041.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19061.427734 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -19061.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19079.142578 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -19079.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19085.691406 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19085.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19087.902344 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19090.132812 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19090.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19091.656250 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19091.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19091.656250 Penalty: 522.321167
	Iteration 9F: 3 clusters Score -19091.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9235.931641 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9235.932 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 92 members 
Entering Unmasked Estep 
Score: -8992.599609 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8992.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9125.300781 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -9125.301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9212.792969 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9212.793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9264.920898 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -9264.921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9312.050781 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -9312.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9317.190430 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -9317.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9322.335938 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -9322.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9331.333008 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -9331.333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9333.462891 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -9333.463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9336.589844 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -9336.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9336.589844 Penalty: 467.357666
	Iteration 10F: 3 clusters Score -9336.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 73 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 97 members 
Entering Unmasked Estep 
Score: -53303572.000000 Penalty: 48026.093750
Splitting cluster 40 changes total score from -53303792.000000 to -53303572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18890.873047 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18890.87 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 149 members 
Entering Unmasked Estep 
Score: -18526.072266 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18526.07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18635.271484 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18635.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18687.982422 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18687.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18721.929688 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18721.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18752.615234 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -18752.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18771.671875 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18771.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18780.164062 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18780.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18785.029297 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18785.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18785.785156 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18785.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18788.820312 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18788.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18790.472656 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18790.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18791.300781 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18791.300781 Penalty: 517.822693
	Iteration 12F: 3 clusters Score -18791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4687.363281 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4687.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4485.372559 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4485.373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4531.068848 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4531.069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4546.361328 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4546.361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4548.457520 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4548.458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4548.457520 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -4548.458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 79 members 
Entering Unmasked Estep 
Score: -8573.573242 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8573.573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8643.347656 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8643.348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8649.662109 Penalty: 461.270294
	Iteration 2Q: 3 clusters Score -8649.662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8659.405273 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8659.405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8670.573242 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8670.573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8674.259766 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8674.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8677.036133 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8677.036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8677.036133 Penalty: 461.270294
	Iteration 7F: 3 clusters Score -8677.036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -36328.347656 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -36328.35 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 328 members 
Entering Unmasked Estep 
Score: -35792.496094 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -35792.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36036.414062 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -36036.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36137.765625 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -36137.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36183.507812 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -36183.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36208.003906 Penalty: 585.104492
	Iteration 4Q: 3 clusters Score -36208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36228.929688 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -36228.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36242.808594 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -36242.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36254.835938 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -36254.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36266.515625 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -36266.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36273.761719 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -36273.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36277.980469 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -36277.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36279.433594 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -36279.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36281.191406 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -36281.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36283.097656 Penalty: 585.104492
	Iteration 13Q: 3 clusters Score -36283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36283.953125 Penalty: 585.104492
	Iteration 14Q: 3 clusters Score -36283.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36283.953125 Penalty: 585.104492
	Iteration 15F: 3 clusters Score -36283.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -52329.742188 Penalty: 304.035919
	Iteration 0F: 2 clusters Score -52329.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51645.406250 Penalty: 608.071838
	Iteration 0F: 3 clusters Score -51645.41 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -51862.640625 Penalty: 608.071838
	Iteration 1F: 3 clusters Score -51862.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51942.203125 Penalty: 608.071838
	Iteration 2F: 3 clusters Score -51942.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52012.406250 Penalty: 608.071838
	Iteration 3F: 3 clusters Score -52012.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52099.007812 Penalty: 608.071838
	Iteration 4F: 3 clusters Score -52099.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52166.093750 Penalty: 608.071838
	Iteration 5F: 3 clusters Score -52166.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52233.468750 Penalty: 608.071838
	Iteration 6F: 3 clusters Score -52233.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52263.277344 Penalty: 608.071838
	Iteration 7Q: 3 clusters Score -52263.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52281.089844 Penalty: 608.071838
	Iteration 8Q: 3 clusters Score -52281.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52299.902344 Penalty: 608.071838
	Iteration 9Q: 3 clusters Score -52299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52309.078125 Penalty: 608.071838
	Iteration 10Q: 3 clusters Score -52309.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52311.421875 Penalty: 608.071838
	Iteration 11Q: 3 clusters Score -52311.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52313.257812 Penalty: 608.071838
	Iteration 12Q: 3 clusters Score -52313.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52313.488281 Penalty: 608.071838
	Iteration 13Q: 3 clusters Score -52313.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52313.488281 Penalty: 608.071838
	Iteration 14F: 3 clusters Score -52313.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 105 members 
Entering Unmasked Estep 
Score: -12126.208008 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12126.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12257.138672 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12257.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12321.426758 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12321.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12334.299805 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12345.266602 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12345.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12350.632812 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12350.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12350.632812 Penalty: 481.232300
	Iteration 6F: 3 clusters Score -12350.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4353.314941 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4353.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4172.083008 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4172.083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4207.964844 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4207.965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4230.332520 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4230.333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4257.214355 Penalty: 416.298676
	Iteration 3F: 3 clusters Score -4257.214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4264.404785 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4264.405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4264.404785 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -4264.405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8721.478516 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8721.479 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 68 members 
Entering Unmasked Estep 
Score: -8467.036133 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8467.036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8514.561523 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8514.562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8540.158203 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -8540.158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8565.732422 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -8565.732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8581.277344 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8581.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8582.272461 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -8582.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8585.143555 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -8585.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8585.143555 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -8585.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 90 members 
Entering Unmasked Estep 
Score: -9752.916992 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9752.917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9820.274414 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9820.274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9852.983398 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9852.983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9899.089844 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -9899.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9944.754883 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9944.755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9947.804688 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9947.805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9949.253906 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -9949.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9949.253906 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -9949.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -31651.945312 Penalty: 276.007935
	Iteration 0F: 2 clusters Score -31651.95 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 206 members 
Entering Unmasked Estep 
Score: -31207.402344 Penalty: 552.015869
	Iteration 0F: 3 clusters Score -31207.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31318.369141 Penalty: 552.015869
	Iteration 1F: 3 clusters Score -31318.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31347.089844 Penalty: 552.015869
	Iteration 2F: 3 clusters Score -31347.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31363.175781 Penalty: 552.015869
	Iteration 3Q: 3 clusters Score -31363.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31371.470703 Penalty: 552.015869
	Iteration 4Q: 3 clusters Score -31371.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31375.046875 Penalty: 552.015869
	Iteration 5Q: 3 clusters Score -31375.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31382.458984 Penalty: 552.015869
	Iteration 6Q: 3 clusters Score -31382.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31390.492188 Penalty: 552.015869
	Iteration 7Q: 3 clusters Score -31390.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31397.738281 Penalty: 552.015869
	Iteration 8Q: 3 clusters Score -31397.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31406.027344 Penalty: 552.015869
	Iteration 9Q: 3 clusters Score -31406.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31407.371094 Penalty: 552.015869
	Iteration 10Q: 3 clusters Score -31407.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31407.371094 Penalty: 552.015869
	Iteration 11F: 3 clusters Score -31407.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -17344.312500 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -17344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16982.361328 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -16982.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17110.378906 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -17110.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17174.939453 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -17174.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17212.896484 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -17212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17226.300781 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -17226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17239.330078 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -17239.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17240.527344 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -17240.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17240.527344 Penalty: 523.772522
	Iteration 7F: 3 clusters Score -17240.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -74064.203125 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -74064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73188.609375 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -73188.61 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -73604.164062 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -73604.16 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73812.078125 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -73812.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73925.039062 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -73925.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -73981.773438 Penalty: 641.403198
	Iteration 4Q: 3 clusters Score -73981.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -74042.773438 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -74042.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74061.828125 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -74061.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -74068.437500 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -74068.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74074.953125 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -74074.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74082.539062 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -74082.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74086.648438 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -74086.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74093.101562 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -74093.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74103.750000 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -74103.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74120.523438 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -74120.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74143.242188 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -74143.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74153.789062 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -74153.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -74160.414062 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -74160.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -74163.718750 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -74163.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -74165.304688 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -74165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74165.437500 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -74165.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74165.437500 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -74165.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 477 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 674 members 
Entering Unmasked Estep 
Score: -53303620.000000 Penalty: 48026.093750
Splitting cluster 52 changes total score from -53303792.000000 to -53303620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -10192.556641 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10192.56 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 97 members 
Entering Unmasked Estep 
Score: -9909.621094 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9909.621 nChanged 66
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: -10011.543945 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10011.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10050.831055 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10050.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10062.860352 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10062.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10068.286133 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10068.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10069.167969 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10069.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10072.508789 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10072.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10075.192383 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10075.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10076.453125 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10076.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10077.406250 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -10077.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10077.406250 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -10077.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -71998.460938 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -71998.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -71149.101562 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -71149.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -71424.195312 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -71424.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -71544.703125 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -71544.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -71656.648438 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -71656.65 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -71736.671875 Penalty: 639.162048
	Iteration 4F: 3 clusters Score -71736.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71773.804688 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -71773.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71810.937500 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -71810.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71864.390625 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -71864.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71930.046875 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -71930.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -71960.210938 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -71960.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -71970.617188 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -71970.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -71974.726562 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -71974.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -71975.765625 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -71975.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71978.593750 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -71978.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -71981.546875 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -71981.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71982.453125 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -71982.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -71982.914062 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -71982.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -71982.929688 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -71982.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -71982.929688 Penalty: 639.162048
	Iteration 18F: 3 clusters Score -71982.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -21649.542969 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -21649.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21278.949219 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -21278.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21431.248047 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -21431.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21478.693359 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -21478.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21522.115234 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -21522.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21553.332031 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -21553.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21558.498047 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -21558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21561.000000 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -21561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21566.861328 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -21566.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21584.396484 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -21584.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21601.314453 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -21601.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21613.990234 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -21613.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21626.880859 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -21626.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21628.435547 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -21628.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21630.388672 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -21630.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21631.773438 Penalty: 532.811523
	Iteration 14Q: 3 clusters Score -21631.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21632.337891 Penalty: 532.811523
	Iteration 15Q: 3 clusters Score -21632.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21634.837891 Penalty: 532.811523
	Iteration 16Q: 3 clusters Score -21634.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21640.513672 Penalty: 532.811523
	Iteration 17Q: 3 clusters Score -21640.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21640.951172 Penalty: 532.811523
	Iteration 18Q: 3 clusters Score -21640.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21643.000000 Penalty: 532.811523
	Iteration 19F: 3 clusters Score -21643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21648.777344 Penalty: 532.811523
	Iteration 20F: 3 clusters Score -21648.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21650.832031 Penalty: 532.811523
	Iteration 21Q: 3 clusters Score -21650.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21651.550781 Penalty: 532.811523
	Iteration 22Q: 3 clusters Score -21651.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21651.550781 Penalty: 532.811523
	Iteration 23F: 3 clusters Score -21651.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 123 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 226 members 
Entering Unmasked Estep 
Score: -53303504.000000 Penalty: 48026.093750
Splitting cluster 55 changes total score from -53303792.000000 to -53303504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -36726.632812 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -36726.63 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 315 members 
Entering Unmasked Estep 
Score: -36179.769531 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -36179.77 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36386.910156 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -36386.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36466.933594 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -36466.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36530.335938 Penalty: 583.176147
	Iteration 3F: 3 clusters Score -36530.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36560.875000 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -36560.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36603.308594 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -36603.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36627.785156 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -36627.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36660.707031 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -36660.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -36669.734375 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -36669.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36672.605469 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -36672.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -36676.871094 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -36676.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -36679.253906 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -36679.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36681.269531 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -36681.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36681.269531 Penalty: 583.176147
	Iteration 13F: 3 clusters Score -36681.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 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 383 members 
Entering Unmasked Estep 
Score: -50055.582031 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50055.58 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -50256.148438 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50256.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50296.621094 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50296.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50316.718750 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -50316.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50339.167969 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -50339.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50354.187500 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -50354.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50373.707031 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50373.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50404.722656 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50404.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -50437.437500 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50437.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -50466.542969 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50466.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -50485.460938 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50485.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -50495.531250 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50495.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -50503.785156 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50503.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50507.167969 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50507.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -50507.753906 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50507.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -50507.753906 Penalty: 604.821533
	Iteration 15F: 3 clusters Score -50507.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9115.518555 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9115.519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8847.172852 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8847.173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8940.354492 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -8940.354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8980.677734 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -8980.678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9008.686523 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -9008.687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9057.442383 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -9057.442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9073.420898 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -9073.421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9081.073242 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -9081.073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9093.014648 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -9093.015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9147.448242 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -9147.448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9167.429688 Penalty: 467.357666
	Iteration 9Q: 3 clusters Score -9167.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9190.773438 Penalty: 467.357666
	Iteration 10Q: 3 clusters Score -9190.773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9203.097656 Penalty: 467.357666
	Iteration 11Q: 3 clusters Score -9203.098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9212.916016 Penalty: 467.357666
	Iteration 12Q: 3 clusters Score -9212.916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9212.916016 Penalty: 467.357666
	Iteration 13F: 3 clusters Score -9212.916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 98 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 72 members 
Entering Unmasked Estep 
Score: -53303584.000000 Penalty: 48026.093750
Splitting cluster 58 changes total score from -53303792.000000 to -53303584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -96739.343750 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -96739.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95573.390625 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -95573.39 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -96004.304688 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -96004.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -96136.109375 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -96136.11 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -96280.390625 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -96280.39 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -96383.507812 Penalty: 667.305115
	Iteration 4F: 3 clusters Score -96383.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -96488.875000 Penalty: 667.305115
	Iteration 5F: 3 clusters Score -96488.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -96553.640625 Penalty: 667.305115
	Iteration 6F: 3 clusters Score -96553.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96620.742188 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -96620.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -96711.117188 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -96711.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -96766.906250 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -96766.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -96784.593750 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -96784.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -96789.929688 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -96789.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -96793.101562 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -96793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -96794.273438 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -96794.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -96794.789062 Penalty: 667.305115
	Iteration 14Q: 3 clusters Score -96794.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -96796.140625 Penalty: 667.305115
	Iteration 15Q: 3 clusters Score -96796.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -96797.140625 Penalty: 667.305115
	Iteration 16Q: 3 clusters Score -96797.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -96798.125000 Penalty: 667.305115
	Iteration 17Q: 3 clusters Score -96798.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -96799.960938 Penalty: 667.305115
	Iteration 18Q: 3 clusters Score -96799.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -96800.367188 Penalty: 667.305115
	Iteration 19Q: 3 clusters Score -96800.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -96802.601562 Penalty: 667.305115
	Iteration 20F: 3 clusters Score -96802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -96806.304688 Penalty: 667.305115
	Iteration 21Q: 3 clusters Score -96806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -96807.648438 Penalty: 667.305115
	Iteration 22Q: 3 clusters Score -96807.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -96807.601562 Penalty: 667.305115
	Iteration 23Q: 3 clusters Score -96807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96807.882812 Penalty: 667.305115
	Iteration 24Q: 3 clusters Score -96807.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96807.882812 Penalty: 667.305115
	Iteration 25F: 3 clusters Score -96807.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 883 members 
Entering Unmasked Estep 
Score: -53303580.000000 Penalty: 48026.093750
Splitting cluster 59 changes total score from -53303792.000000 to -53303580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2055.694336 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2055.694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2103.562500 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2103.562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2119.404297 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2119.404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2129.761475 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2129.761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2135.828125 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2135.828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2142.321777 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -2142.322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2142.913330 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -2142.913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2142.913330 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -2142.913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -15544.045898 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -15544.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15219.756836 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -15219.76 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15338.542969 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -15338.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15377.995117 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -15378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15398.770508 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -15398.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15408.490234 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -15408.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15415.941406 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -15415.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15417.881836 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -15417.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15418.000977 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -15418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15418.696289 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -15418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15418.696289 Penalty: 503.538452
	Iteration 9F: 3 clusters Score -15418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -8297.196289 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8297.196 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 75 members 
Entering Unmasked Estep 
Score: -8061.402344 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8061.402 nChanged 31
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: -8175.154297 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8175.154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8291.760742 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8291.761 nChanged 8
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: -8345.729492 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -8345.729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8386.123047 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8386.123 nChanged 3
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: -8407.141602 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8407.142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8415.407227 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -8415.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8415.407227 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -8415.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 74 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 73 members 
Entering Unmasked Estep 
Score: -53303568.000000 Penalty: 48026.093750
Splitting cluster 62 changes total score from -53303792.000000 to -53303568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10700.850586 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10700.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10356.155273 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -10356.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10450.940430 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -10450.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10484.907227 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10484.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10502.958008 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10502.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10513.933594 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10513.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10524.649414 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10524.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10529.592773 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -10529.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10532.140625 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -10532.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10533.535156 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -10533.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10533.535156 Penalty: 505.319305
	Iteration 9F: 3 clusters Score -10533.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3380.029785 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3380.03 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 31 members 
Entering Unmasked Estep 
Score: -3222.799561 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3234.928467 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3234.928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3254.948730 Penalty: 369.500305
	Iteration 2F: 3 clusters Score -3254.949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -3256.157715 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -3256.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3173.299316 Penalty: 184.750153
	Iteration 4F: 2 clusters Score -3173.299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3380.029785 Penalty: 184.750153
	Iteration 5F: 2 clusters Score -3380.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17518.947266 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17518.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17580.626953 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17580.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17591.361328 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17591.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17597.187500 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17597.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17602.232422 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17602.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17607.671875 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -17607.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17607.671875 Penalty: 506.371338
	Iteration 6F: 3 clusters Score -17607.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -59675.890625 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -59675.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58882.187500 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -58882.19 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59239.417969 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -59239.42 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59447.355469 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -59447.36 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59618.570312 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -59618.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59686.281250 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -59686.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59721.820312 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -59721.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -59742.140625 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -59742.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -59745.511719 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -59745.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -59746.925781 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -59746.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -59749.742188 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -59749.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -59751.566406 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -59751.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59752.628906 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -59752.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59753.593750 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -59753.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59754.503906 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -59754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -59755.769531 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -59755.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59756.066406 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -59756.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -59756.246094 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -59756.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59757.175781 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -59757.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59757.175781 Penalty: 625.457886
	Iteration 18F: 3 clusters Score -59757.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 215 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Mstep: Class 76 contains 1029 members 
Mstep: Class 77 contains 751 members 
Entering Unmasked Estep 
Score: -53303648.000000 Penalty: 48026.093750
Splitting cluster 66 changes total score from -53303792.000000 to -53303648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5990.013672 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5990.014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5753.630859 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -5753.631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5824.361328 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5824.361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5863.447266 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5863.447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5878.610352 Penalty: 442.242920
	Iteration 3F: 3 clusters Score -5878.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5887.727051 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -5887.727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5895.001465 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -5895.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5898.274414 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -5898.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5898.274414 Penalty: 442.242920
	Iteration 7F: 3 clusters Score -5898.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -142592.687500 Penalty: 352.594177
	Iteration 0F: 2 clusters Score -142592.7 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 1176 members 
Entering Unmasked Estep 
Score: -140952.125000 Penalty: 705.188354
	Iteration 0F: 3 clusters Score -140952.1 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -141536.687500 Penalty: 705.188354
	Iteration 1F: 3 clusters Score -141536.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -141668.906250 Penalty: 705.188354
	Iteration 2F: 3 clusters Score -141668.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -141826.375000 Penalty: 705.188354
	Iteration 3F: 3 clusters Score -141826.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -141959.328125 Penalty: 705.188354
	Iteration 4F: 3 clusters Score -141959.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -142077.109375 Penalty: 705.188354
	Iteration 5F: 3 clusters Score -142077.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -142158.468750 Penalty: 705.188354
	Iteration 6Q: 3 clusters Score -142158.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -142191.796875 Penalty: 705.188354
	Iteration 7Q: 3 clusters Score -142191.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -142205.281250 Penalty: 705.188354
	Iteration 8Q: 3 clusters Score -142205.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -142209.953125 Penalty: 705.188354
	Iteration 9Q: 3 clusters Score -142210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -142212.531250 Penalty: 705.188354
	Iteration 10Q: 3 clusters Score -142212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -142214.859375 Penalty: 705.188354
	Iteration 11Q: 3 clusters Score -142214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -142215.765625 Penalty: 705.188354
	Iteration 12Q: 3 clusters Score -142215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -142215.609375 Penalty: 705.188354
	Iteration 13Q: 3 clusters Score -142215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -142215.953125 Penalty: 705.188354
	Iteration 14Q: 3 clusters Score -142216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -142216.531250 Penalty: 705.188354
	Iteration 15Q: 3 clusters Score -142216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -142216.750000 Penalty: 705.188354
	Iteration 16Q: 3 clusters Score -142216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -142217.218750 Penalty: 705.188354
	Iteration 17Q: 3 clusters Score -142217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -142217.234375 Penalty: 705.188354
	Iteration 18Q: 3 clusters Score -142217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -142217.328125 Penalty: 705.188354
	Iteration 19Q: 3 clusters Score -142217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -142217.609375 Penalty: 705.188354
	Iteration 20F: 3 clusters Score -142217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -142217.640625 Penalty: 705.188354
	Iteration 21Q: 3 clusters Score -142217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -142217.718750 Penalty: 705.188354
	Iteration 22Q: 3 clusters Score -142217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -142217.718750 Penalty: 705.188354
	Iteration 23F: 3 clusters Score -142217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5108.202637 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5108.203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4915.782227 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4915.782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4973.774902 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4973.775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5009.537109 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -5009.537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5040.456055 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5040.456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5053.078613 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5053.079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5072.833984 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5072.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5093.377930 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -5093.378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5093.377930 Penalty: 421.760345
	Iteration 7F: 3 clusters Score -5093.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4556.386230 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4556.386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4378.653320 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4378.653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4439.040527 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4439.041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4446.924805 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4446.925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4461.078613 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4461.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4464.945312 Penalty: 397.619751
	Iteration 4Q: 3 clusters Score -4464.945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4464.945312 Penalty: 397.619751
	Iteration 5F: 3 clusters Score -4464.945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -27758.470703 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -27758.47 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 224 members 
Entering Unmasked Estep 
Score: -27304.160156 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -27304.16 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27487.011719 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -27487.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27532.304688 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -27532.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27553.621094 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -27553.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27570.927734 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -27570.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27585.550781 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -27585.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27587.488281 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -27587.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27588.554688 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -27588.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27589.449219 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -27589.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27590.544922 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -27590.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27591.058594 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -27591.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27591.849609 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -27591.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27591.849609 Penalty: 555.739075
	Iteration 12F: 3 clusters Score -27591.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (111979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Entering Unmasked Estep 
Score: -6856515.000000 Penalty: 528.986023
	Iteration 0F: 2 clusters Score -6856515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -6782889.000000 Penalty: 1057.972046
	Iteration 0F: 3 clusters Score -6782889 nChanged 54896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -6818009.500000 Penalty: 1057.972046
	Iteration 1F: 3 clusters Score -6818010 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -6820131.500000 Penalty: 1057.972046
	Iteration 2Q: 3 clusters Score -6820132 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -6824059.500000 Penalty: 1057.972046
	Iteration 3Q: 3 clusters Score -6824060 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -6829964.500000 Penalty: 1057.972046
	Iteration 4F: 3 clusters Score -6829964 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -6836247.500000 Penalty: 1057.972046
	Iteration 5F: 3 clusters Score -6836248 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -6840894.500000 Penalty: 1057.972046
	Iteration 6F: 3 clusters Score -6840894 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -6843101.500000 Penalty: 1057.972046
	Iteration 7Q: 3 clusters Score -6843102 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -6844108.500000 Penalty: 1057.972046
	Iteration 8Q: 3 clusters Score -6844108 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -6844673.500000 Penalty: 1057.972046
	Iteration 9Q: 3 clusters Score -6844674 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -6845151.000000 Penalty: 1057.972046
	Iteration 10Q: 3 clusters Score -6845151 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -6845526.000000 Penalty: 1057.972046
	Iteration 11Q: 3 clusters Score -6845526 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -6845933.500000 Penalty: 1057.972046
	Iteration 12Q: 3 clusters Score -6845934 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -6846351.000000 Penalty: 1057.972046
	Iteration 13Q: 3 clusters Score -6846351 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -6846668.000000 Penalty: 1057.972046
	Iteration 14Q: 3 clusters Score -6846668 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -6847103.000000 Penalty: 1057.972046
	Iteration 15Q: 3 clusters Score -6847103 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -6847454.500000 Penalty: 1057.972046
	Iteration 16Q: 3 clusters Score -6847454 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -6847840.500000 Penalty: 1057.972046
	Iteration 17Q: 3 clusters Score -6847840 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -6848217.000000 Penalty: 1057.972046
	Iteration 18Q: 3 clusters Score -6848217 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -6848557.500000 Penalty: 1057.972046
	Iteration 19Q: 3 clusters Score -6848558 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -6848949.000000 Penalty: 1057.972046
	Iteration 20F: 3 clusters Score -6848949 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -6849276.500000 Penalty: 1057.972046
	Iteration 21Q: 3 clusters Score -6849276 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -6849590.000000 Penalty: 1057.972046
	Iteration 22Q: 3 clusters Score -6849590 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -6849891.000000 Penalty: 1057.972046
	Iteration 23Q: 3 clusters Score -6849891 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -6850186.500000 Penalty: 1057.972046
	Iteration 24Q: 3 clusters Score -6850186 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -6850449.500000 Penalty: 1057.972046
	Iteration 25Q: 3 clusters Score -6850450 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -6850722.500000 Penalty: 1057.972046
	Iteration 26Q: 3 clusters Score -6850722 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -6851002.500000 Penalty: 1057.972046
	Iteration 27Q: 3 clusters Score -6851002 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -6851346.000000 Penalty: 1057.972046
	Iteration 28Q: 3 clusters Score -6851346 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -6851601.500000 Penalty: 1057.972046
	Iteration 29Q: 3 clusters Score -6851602 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -6851898.500000 Penalty: 1057.972046
	Iteration 30Q: 3 clusters Score -6851898 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -6852208.000000 Penalty: 1057.972046
	Iteration 31Q: 3 clusters Score -6852208 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -6852480.500000 Penalty: 1057.972046
	Iteration 32Q: 3 clusters Score -6852480 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -6852754.000000 Penalty: 1057.972046
	Iteration 33Q: 3 clusters Score -6852754 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -6853068.000000 Penalty: 1057.972046
	Iteration 34Q: 3 clusters Score -6853068 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -6853346.500000 Penalty: 1057.972046
	Iteration 35Q: 3 clusters Score -6853346 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -6853617.500000 Penalty: 1057.972046
	Iteration 36Q: 3 clusters Score -6853618 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -6853885.500000 Penalty: 1057.972046
	Iteration 37Q: 3 clusters Score -6853886 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -6854098.000000 Penalty: 1057.972046
	Iteration 38Q: 3 clusters Score -6854098 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 104252 members 
Entering Unmasked Estep 
Score: -6854355.500000 Penalty: 1057.972046
	Iteration 39Q: 3 clusters Score -6854356 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -6854590.500000 Penalty: 1057.972046
	Iteration 40F: 3 clusters Score -6854590 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -6854821.500000 Penalty: 1057.972046
	Iteration 41Q: 3 clusters Score -6854822 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -6854992.000000 Penalty: 1057.972046
	Iteration 42Q: 3 clusters Score -6854992 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -6855117.500000 Penalty: 1057.972046
	Iteration 43Q: 3 clusters Score -6855118 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -6855241.000000 Penalty: 1057.972046
	Iteration 44Q: 3 clusters Score -6855241 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -6855311.500000 Penalty: 1057.972046
	Iteration 45Q: 3 clusters Score -6855312 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -6855442.500000 Penalty: 1057.972046
	Iteration 46Q: 3 clusters Score -6855442 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -6855550.500000 Penalty: 1057.972046
	Iteration 47Q: 3 clusters Score -6855550 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 108763 members 
Entering Unmasked Estep 
Score: -6855645.000000 Penalty: 1057.972046
	Iteration 48Q: 3 clusters Score -6855645 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -6855720.000000 Penalty: 1057.972046
	Iteration 49Q: 3 clusters Score -6855720 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -6855793.500000 Penalty: 1057.972046
	Iteration 50Q: 3 clusters Score -6855794 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -6855836.500000 Penalty: 1057.972046
	Iteration 51Q: 3 clusters Score -6855836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -6855886.500000 Penalty: 1057.972046
	Iteration 52Q: 3 clusters Score -6855886 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -6855908.000000 Penalty: 1057.972046
	Iteration 53Q: 3 clusters Score -6855908 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -6855942.000000 Penalty: 1057.972046
	Iteration 54Q: 3 clusters Score -6855942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -6855963.500000 Penalty: 1057.972046
	Iteration 55Q: 3 clusters Score -6855964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -6855988.500000 Penalty: 1057.972046
	Iteration 56Q: 3 clusters Score -6855988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -6856004.000000 Penalty: 1057.972046
	Iteration 57Q: 3 clusters Score -6856004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -6856022.000000 Penalty: 1057.972046
	Iteration 58Q: 3 clusters Score -6856022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -6856032.500000 Penalty: 1057.972046
	Iteration 59Q: 3 clusters Score -6856032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 110490 members 
Entering Unmasked Estep 
Score: -6856038.500000 Penalty: 1057.972046
	Iteration 60F: 3 clusters Score -6856038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -6856055.500000 Penalty: 1057.972046
	Iteration 61Q: 3 clusters Score -6856056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -6856079.000000 Penalty: 1057.972046
	Iteration 62Q: 3 clusters Score -6856079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 110627 members 
Entering Unmasked Estep 
Score: -6856075.000000 Penalty: 1057.972046
	Iteration 63Q: 3 clusters Score -6856075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -6856080.500000 Penalty: 1057.972046
	Iteration 64Q: 3 clusters Score -6856080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -6856082.000000 Penalty: 1057.972046
	Iteration 65Q: 3 clusters Score -6856082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -6856075.000000 Penalty: 1057.972046
	Iteration 66Q: 3 clusters Score -6856075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -6856088.500000 Penalty: 1057.972046
	Iteration 67Q: 3 clusters Score -6856088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -6856099.500000 Penalty: 1057.972046
	Iteration 68Q: 3 clusters Score -6856100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -6856108.500000 Penalty: 1057.972046
	Iteration 69Q: 3 clusters Score -6856108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -6856108.000000 Penalty: 1057.972046
	Iteration 70Q: 3 clusters Score -6856108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -6856119.000000 Penalty: 1057.972046
	Iteration 71Q: 3 clusters Score -6856119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -6856124.500000 Penalty: 1057.972046
	Iteration 72Q: 3 clusters Score -6856124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -6856121.500000 Penalty: 1057.972046
	Iteration 73Q: 3 clusters Score -6856122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -6856122.500000 Penalty: 1057.972046
	Iteration 74Q: 3 clusters Score -6856122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -6856122.500000 Penalty: 1057.972046
	Iteration 75Q: 3 clusters Score -6856122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -6856139.000000 Penalty: 1057.972046
	Iteration 76Q: 3 clusters Score -6856139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -6856138.500000 Penalty: 1057.972046
	Iteration 77Q: 3 clusters Score -6856138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -6856145.500000 Penalty: 1057.972046
	Iteration 78Q: 3 clusters Score -6856146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -6856143.000000 Penalty: 1057.972046
	Iteration 79Q: 3 clusters Score -6856143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -6856145.500000 Penalty: 1057.972046
	Iteration 80F: 3 clusters Score -6856146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -6856150.500000 Penalty: 1057.972046
	Iteration 81Q: 3 clusters Score -6856150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -6856154.500000 Penalty: 1057.972046
	Iteration 82Q: 3 clusters Score -6856154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -6856163.000000 Penalty: 1057.972046
	Iteration 83Q: 3 clusters Score -6856163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -6856167.000000 Penalty: 1057.972046
	Iteration 84Q: 3 clusters Score -6856167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -6856174.500000 Penalty: 1057.972046
	Iteration 85Q: 3 clusters Score -6856174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -6856172.000000 Penalty: 1057.972046
	Iteration 86Q: 3 clusters Score -6856172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -6856173.500000 Penalty: 1057.972046
	Iteration 87Q: 3 clusters Score -6856174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 111067 members 
Entering Unmasked Estep 
Score: -6856183.000000 Penalty: 1057.972046
	Iteration 88Q: 3 clusters Score -6856183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -6856185.500000 Penalty: 1057.972046
	Iteration 89Q: 3 clusters Score -6856186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -6856178.500000 Penalty: 1057.972046
	Iteration 90Q: 3 clusters Score -6856178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -6856179.000000 Penalty: 1057.972046
	Iteration 91Q: 3 clusters Score -6856179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -6856182.000000 Penalty: 1057.972046
	Iteration 92Q: 3 clusters Score -6856182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -6856178.000000 Penalty: 1057.972046
	Iteration 93Q: 3 clusters Score -6856178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -6856186.500000 Penalty: 1057.972046
	Iteration 94Q: 3 clusters Score -6856186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -6856185.000000 Penalty: 1057.972046
	Iteration 95Q: 3 clusters Score -6856185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -6856189.000000 Penalty: 1057.972046
	Iteration 96Q: 3 clusters Score -6856189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -6856178.000000 Penalty: 1057.972046
	Iteration 97Q: 3 clusters Score -6856178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -6856189.000000 Penalty: 1057.972046
	Iteration 98Q: 3 clusters Score -6856189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -6856192.000000 Penalty: 1057.972046
	Iteration 99Q: 3 clusters Score -6856192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
Score: -6856188.500000 Penalty: 1057.972046
	Iteration 100F: 3 clusters Score -6856188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -6856186.500000 Penalty: 1057.972046
	Iteration 101Q: 3 clusters Score -6856186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -6856189.500000 Penalty: 1057.972046
	Iteration 102Q: 3 clusters Score -6856190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -6856191.000000 Penalty: 1057.972046
	Iteration 103Q: 3 clusters Score -6856191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 111160 members 
Entering Unmasked Estep 
Score: -6856192.000000 Penalty: 1057.972046
	Iteration 104Q: 3 clusters Score -6856192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -6856193.500000 Penalty: 1057.972046
	Iteration 105Q: 3 clusters Score -6856194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -6856193.500000 Penalty: 1057.972046
	Iteration 106F: 3 clusters Score -6856194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -18447.865234 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -18447.87 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 140 members 
Entering Unmasked Estep 
Score: -18097.601562 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -18097.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18200.771484 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -18200.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18237.707031 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -18237.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18265.501953 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -18265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18276.564453 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -18276.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18282.800781 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -18282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18292.494141 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -18292.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18294.724609 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -18294.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18297.462891 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -18297.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18297.462891 Penalty: 517.205750
	Iteration 9F: 3 clusters Score -18297.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5833.064941 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5833.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5638.268555 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5638.269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5666.192383 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5666.192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5670.541504 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5670.542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5675.125488 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5675.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5675.125488 Penalty: 409.482697
	Iteration 4F: 3 clusters Score -5675.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (87740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Entering Unmasked Estep 
Score: -5434597.000000 Penalty: 517.887085
	Iteration 0F: 2 clusters Score -5434597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5377026.500000 Penalty: 1035.774170
	Iteration 0F: 3 clusters Score -5377026 nChanged 42668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5403714.000000 Penalty: 1035.774170
	Iteration 1F: 3 clusters Score -5403714 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5405315.500000 Penalty: 1035.774170
	Iteration 2Q: 3 clusters Score -5405316 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5407911.500000 Penalty: 1035.774170
	Iteration 3Q: 3 clusters Score -5407912 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -5411855.500000 Penalty: 1035.774170
	Iteration 4F: 3 clusters Score -5411856 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5417033.500000 Penalty: 1035.774170
	Iteration 5F: 3 clusters Score -5417034 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5421737.000000 Penalty: 1035.774170
	Iteration 6F: 3 clusters Score -5421737 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5424247.500000 Penalty: 1035.774170
	Iteration 7F: 3 clusters Score -5424248 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5425052.000000 Penalty: 1035.774170
	Iteration 8Q: 3 clusters Score -5425052 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5425446.500000 Penalty: 1035.774170
	Iteration 9Q: 3 clusters Score -5425446 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -5425774.000000 Penalty: 1035.774170
	Iteration 10Q: 3 clusters Score -5425774 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5426073.000000 Penalty: 1035.774170
	Iteration 11Q: 3 clusters Score -5426073 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5426310.000000 Penalty: 1035.774170
	Iteration 12Q: 3 clusters Score -5426310 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5426605.000000 Penalty: 1035.774170
	Iteration 13Q: 3 clusters Score -5426605 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5426850.500000 Penalty: 1035.774170
	Iteration 14Q: 3 clusters Score -5426850 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5427111.500000 Penalty: 1035.774170
	Iteration 15Q: 3 clusters Score -5427112 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5427396.500000 Penalty: 1035.774170
	Iteration 16Q: 3 clusters Score -5427396 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -5427617.000000 Penalty: 1035.774170
	Iteration 17Q: 3 clusters Score -5427617 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5427825.500000 Penalty: 1035.774170
	Iteration 18Q: 3 clusters Score -5427826 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -5428078.500000 Penalty: 1035.774170
	Iteration 19Q: 3 clusters Score -5428078 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5428320.000000 Penalty: 1035.774170
	Iteration 20F: 3 clusters Score -5428320 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5428483.500000 Penalty: 1035.774170
	Iteration 21Q: 3 clusters Score -5428484 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5428659.500000 Penalty: 1035.774170
	Iteration 22Q: 3 clusters Score -5428660 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -5428837.000000 Penalty: 1035.774170
	Iteration 23Q: 3 clusters Score -5428837 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5429027.000000 Penalty: 1035.774170
	Iteration 24Q: 3 clusters Score -5429027 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5429159.000000 Penalty: 1035.774170
	Iteration 25Q: 3 clusters Score -5429159 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5429249.500000 Penalty: 1035.774170
	Iteration 26Q: 3 clusters Score -5429250 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5429382.000000 Penalty: 1035.774170
	Iteration 27Q: 3 clusters Score -5429382 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -5429444.000000 Penalty: 1035.774170
	Iteration 28Q: 3 clusters Score -5429444 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -5429525.000000 Penalty: 1035.774170
	Iteration 29Q: 3 clusters Score -5429525 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5429583.500000 Penalty: 1035.774170
	Iteration 30Q: 3 clusters Score -5429584 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5429690.500000 Penalty: 1035.774170
	Iteration 31Q: 3 clusters Score -5429690 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -5429734.000000 Penalty: 1035.774170
	Iteration 32Q: 3 clusters Score -5429734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5429777.000000 Penalty: 1035.774170
	Iteration 33Q: 3 clusters Score -5429777 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5429807.500000 Penalty: 1035.774170
	Iteration 34Q: 3 clusters Score -5429808 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5429837.500000 Penalty: 1035.774170
	Iteration 35Q: 3 clusters Score -5429838 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5429856.500000 Penalty: 1035.774170
	Iteration 36Q: 3 clusters Score -5429856 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5429882.500000 Penalty: 1035.774170
	Iteration 37Q: 3 clusters Score -5429882 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -5429911.500000 Penalty: 1035.774170
	Iteration 38Q: 3 clusters Score -5429912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5429959.500000 Penalty: 1035.774170
	Iteration 39Q: 3 clusters Score -5429960 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5429990.500000 Penalty: 1035.774170
	Iteration 40F: 3 clusters Score -5429990 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5429987.000000 Penalty: 1035.774170
	Iteration 41Q: 3 clusters Score -5429987 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5429991.000000 Penalty: 1035.774170
	Iteration 42Q: 3 clusters Score -5429991 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5430029.000000 Penalty: 1035.774170
	Iteration 43Q: 3 clusters Score -5430029 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5430047.500000 Penalty: 1035.774170
	Iteration 44Q: 3 clusters Score -5430048 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5430065.500000 Penalty: 1035.774170
	Iteration 45Q: 3 clusters Score -5430066 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5430102 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5430096 nChanged 185
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Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5430100 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5430092 nChanged 170
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Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5430088 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5430102 nChanged 145
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Mstep: Class 1 contains 49940 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5430105 nChanged 92
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Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5430112 nChanged 94
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Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5430108 nChanged 90
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Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5430106 nChanged 95
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Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5430112 nChanged 68
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Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5430112 nChanged 62
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Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5430102 nChanged 73
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Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5430106 nChanged 68
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Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5430110 nChanged 60
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Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5430101 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5430108 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5430102 nChanged 71
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Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5430110 nChanged 89
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5430086 nChanged 85
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Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5430096 nChanged 71
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Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5430090 nChanged 82
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Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 37486 members 
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	Iteration 68Q: 3 clusters Score -5430090 nChanged 74
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Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 37432 members 
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	Iteration 69Q: 3 clusters Score -5430090 nChanged 74
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5430084 nChanged 64
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Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5430080 nChanged 64
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Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5430080 nChanged 60
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Mstep: Class 2 contains 37212 members 
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	Iteration 73Q: 3 clusters Score -5430077 nChanged 61
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5430074 nChanged 50
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	Iteration 75Q: 3 clusters Score -5430088 nChanged 49
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	Iteration 76Q: 3 clusters Score -5430072 nChanged 46
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	Iteration 77Q: 3 clusters Score -5430068 nChanged 55
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	Iteration 78Q: 3 clusters Score -5430068 nChanged 59
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	Iteration 79Q: 3 clusters Score -5430056 nChanged 67
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	Iteration 80F: 3 clusters Score -5430053 nChanged 94
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Mstep: Class 1 contains 51001 members 
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	Iteration 81Q: 3 clusters Score -5430034 nChanged 92
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Mstep: Class 2 contains 36647 members 
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	Iteration 82Q: 3 clusters Score -5430029 nChanged 108
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	Iteration 83Q: 3 clusters Score -5430024 nChanged 125
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Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 36414 members 
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	Iteration 84Q: 3 clusters Score -5430032 nChanged 139
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Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 36275 members 
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	Iteration 85Q: 3 clusters Score -5430021 nChanged 153
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Mstep: Class 1 contains 51618 members 
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	Iteration 86Q: 3 clusters Score -5430014 nChanged 185
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Mstep: Class 1 contains 51803 members 
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	Iteration 87Q: 3 clusters Score -5430008 nChanged 205
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	Iteration 88Q: 3 clusters Score -5429974 nChanged 253
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Mstep: Class 1 contains 52261 members 
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	Iteration 89Q: 3 clusters Score -5429962 nChanged 245
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Mstep: Class 1 contains 52506 members 
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	Iteration 90Q: 3 clusters Score -5429956 nChanged 234
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Mstep: Class 1 contains 52740 members 
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	Iteration 91Q: 3 clusters Score -5429946 nChanged 251
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Mstep: Class 1 contains 52991 members 
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	Iteration 92Q: 3 clusters Score -5429928 nChanged 232
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Mstep: Class 1 contains 53223 members 
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	Iteration 93Q: 3 clusters Score -5429918 nChanged 225
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Mstep: Class 1 contains 53448 members 
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	Iteration 94Q: 3 clusters Score -5429928 nChanged 199
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Mstep: Class 1 contains 53647 members 
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	Iteration 95Q: 3 clusters Score -5429916 nChanged 181
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Mstep: Class 1 contains 53828 members 
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	Iteration 96Q: 3 clusters Score -5429892 nChanged 193
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Mstep: Class 1 contains 54021 members 
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	Iteration 97Q: 3 clusters Score -5429893 nChanged 239
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Mstep: Class 1 contains 54260 members 
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	Iteration 98Q: 3 clusters Score -5429888 nChanged 209
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Mstep: Class 1 contains 54469 members 
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	Iteration 99Q: 3 clusters Score -5429887 nChanged 246
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Mstep: Class 1 contains 54715 members 
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	Iteration 100F: 3 clusters Score -5429888 nChanged 282
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Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 32743 members 
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	Iteration 101Q: 3 clusters Score -5429876 nChanged 294
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Mstep: Class 1 contains 55291 members 
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	Iteration 102Q: 3 clusters Score -5429858 nChanged 310
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Mstep: Class 1 contains 55601 members 
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	Iteration 103Q: 3 clusters Score -5429834 nChanged 346
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Mstep: Class 1 contains 55947 members 
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	Iteration 104Q: 3 clusters Score -5429828 nChanged 353
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Mstep: Class 1 contains 56300 members 
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	Iteration 105Q: 3 clusters Score -5429818 nChanged 366
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Mstep: Class 1 contains 56666 members 
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	Iteration 106Q: 3 clusters Score -5429810 nChanged 356
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Mstep: Class 1 contains 57022 members 
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	Iteration 107Q: 3 clusters Score -5429800 nChanged 360
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Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 30358 members 
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	Iteration 108Q: 3 clusters Score -5429804 nChanged 386
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Mstep: Class 1 contains 57768 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5429822 nChanged 435
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Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 29537 members 
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	Iteration 110Q: 3 clusters Score -5429828 nChanged 455
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Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5429826 nChanged 476
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Mstep: Class 1 contains 59134 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5429839 nChanged 525
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Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 28081 members 
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	Iteration 113Q: 3 clusters Score -5429848 nChanged 585
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Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 27496 members 
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	Iteration 114Q: 3 clusters Score -5429854 nChanged 636
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Mstep: Class 1 contains 60880 members 
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	Iteration 115Q: 3 clusters Score -5429833 nChanged 692
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Mstep: Class 1 contains 61572 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5429838 nChanged 680
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Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 25488 members 
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	Iteration 117Q: 3 clusters Score -5429865 nChanged 699
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Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 24789 members 
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	Iteration 118Q: 3 clusters Score -5429902 nChanged 728
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Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 24061 members 
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	Iteration 119Q: 3 clusters Score -5429942 nChanged 782
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Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 23279 members 
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	Iteration 120F: 3 clusters Score -5430022 nChanged 839
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Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 22440 members 
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	Iteration 121Q: 3 clusters Score -5430078 nChanged 911
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Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5430200 nChanged 980
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Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5430311 nChanged 1031
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 19518 members 
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	Iteration 124Q: 3 clusters Score -5430410 nChanged 1065
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Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 18453 members 
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	Iteration 125Q: 3 clusters Score -5430542 nChanged 1129
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Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 17324 members 
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	Iteration 126Q: 3 clusters Score -5430695 nChanged 1225
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Mstep: Class 1 contains 71641 members 
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	Iteration 127Q: 3 clusters Score -5430876 nChanged 1230
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Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5431124 nChanged 1320
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Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 13549 members 
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	Iteration 129Q: 3 clusters Score -5431366 nChanged 1343
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Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5431694 nChanged 1271
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Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5432106 nChanged 1145
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Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5432482 nChanged 1033
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Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5432730 nChanged 948
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Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5432956 nChanged 825
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Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5433153 nChanged 712
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Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5433270 nChanged 611
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Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5433407 nChanged 554
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Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -5433514.500000 Penalty: 1035.774170
	Iteration 138Q: 3 clusters Score -5433514 nChanged 511
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Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5433631 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5433714 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5433807 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5433880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5433912 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5433918 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5433954 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5433990 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5434013.000000 Penalty: 1035.774170
	Iteration 147Q: 3 clusters Score -5434013 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5434060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5434085 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5434120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5434120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5434138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5434155.500000 Penalty: 1035.774170
	Iteration 153Q: 3 clusters Score -5434156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5434162.000000 Penalty: 1035.774170
	Iteration 154Q: 3 clusters Score -5434162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5434169.000000 Penalty: 1035.774170
	Iteration 155Q: 3 clusters Score -5434169 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5434166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5434164 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5434173.000000 Penalty: 1035.774170
	Iteration 158Q: 3 clusters Score -5434173 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5434171.000000 Penalty: 1035.774170
	Iteration 159Q: 3 clusters Score -5434171 nChanged 49
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Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5434195.000000 Penalty: 1035.774170
	Iteration 160F: 3 clusters Score -5434195 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5434198 nChanged 47
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Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5434208.000000 Penalty: 1035.774170
	Iteration 162Q: 3 clusters Score -5434208 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5434215.500000 Penalty: 1035.774170
	Iteration 163Q: 3 clusters Score -5434216 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5434216 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5434225.500000 Penalty: 1035.774170
	Iteration 165Q: 3 clusters Score -5434226 nChanged 19
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Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5434221 nChanged 10
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Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5434222 nChanged 9
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Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5434231.000000 Penalty: 1035.774170
	Iteration 168Q: 3 clusters Score -5434231 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5434231 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5434226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5434229.000000 Penalty: 1035.774170
	Iteration 171Q: 3 clusters Score -5434229 nChanged 13
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Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5434231 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5434237.000000 Penalty: 1035.774170
	Iteration 173Q: 3 clusters Score -5434237 nChanged 17
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Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5434230 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5434232 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5434230 nChanged 9
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Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5434231 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5434230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5434234.000000 Penalty: 1035.774170
	Iteration 179Q: 3 clusters Score -5434234 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5434237 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5434233.500000 Penalty: 1035.774170
	Iteration 181Q: 3 clusters Score -5434234 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5434239.000000 Penalty: 1035.774170
	Iteration 182Q: 3 clusters Score -5434239 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5434248.000000 Penalty: 1035.774170
	Iteration 183Q: 3 clusters Score -5434248 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5434252.000000 Penalty: 1035.774170
	Iteration 184Q: 3 clusters Score -5434252 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5434251.500000 Penalty: 1035.774170
	Iteration 185Q: 3 clusters Score -5434252 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5434248 nChanged 7
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Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5434249.000000 Penalty: 1035.774170
	Iteration 187Q: 3 clusters Score -5434249 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5434252 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5434252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5434259.000000 Penalty: 1035.774170
	Iteration 190Q: 3 clusters Score -5434259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5434262.000000 Penalty: 1035.774170
	Iteration 191Q: 3 clusters Score -5434262 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5434259 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5434254.500000 Penalty: 1035.774170
	Iteration 193Q: 3 clusters Score -5434254 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5434256.500000 Penalty: 1035.774170
	Iteration 194Q: 3 clusters Score -5434256 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5434262.500000 Penalty: 1035.774170
	Iteration 195Q: 3 clusters Score -5434262 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5434268.000000 Penalty: 1035.774170
	Iteration 196Q: 3 clusters Score -5434268 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5434266.500000 Penalty: 1035.774170
	Iteration 197Q: 3 clusters Score -5434266 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5434264 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5434265.500000 Penalty: 1035.774170
	Iteration 199Q: 3 clusters Score -5434266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5434269.500000 Penalty: 1035.774170
	Iteration 200F: 3 clusters Score -5434270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5434271.500000 Penalty: 1035.774170
	Iteration 201Q: 3 clusters Score -5434272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5434265 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5434266 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5434268 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5434273.500000 Penalty: 1035.774170
	Iteration 205Q: 3 clusters Score -5434274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5434272 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5434274 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5434272 nChanged 3
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Mstep: Class 1 contains 87273 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5434274 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5434275 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5434274 nChanged 5
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Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5434274 nChanged 2
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Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5434274 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5434278.000000 Penalty: 1035.774170
	Iteration 214Q: 3 clusters Score -5434278 nChanged 4
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Mstep: Class 1 contains 87289 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5434274 nChanged 2
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Mstep: Class 1 contains 87291 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5434275 nChanged 4
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5434277 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5434276.000000 Penalty: 1035.774170
	Iteration 218Q: 3 clusters Score -5434276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
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Entering Unmasked Estep 
Score: -5434280.500000 Penalty: 1035.774170
	Iteration 219Q: 3 clusters Score -5434280 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5434280 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5434286.000000 Penalty: 1035.774170
	Iteration 221Q: 3 clusters Score -5434286 nChanged 13
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Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5434288.000000 Penalty: 1035.774170
	Iteration 222Q: 3 clusters Score -5434288 nChanged 6
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Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5434291.500000 Penalty: 1035.774170
	Iteration 223Q: 3 clusters Score -5434292 nChanged 6
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Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5434293 nChanged 3
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5434296 nChanged 1
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	Iteration 226Q: 3 clusters Score -5434294 nChanged 2
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	Iteration 227Q: 3 clusters Score -5434293 nChanged 3
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	Iteration 228Q: 3 clusters Score -5434298 nChanged 2
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	Iteration 229Q: 3 clusters Score -5434301 nChanged 1
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	Iteration 230Q: 3 clusters Score -5434298 nChanged 1
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Mstep: Class 1 contains 87332 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5434300 nChanged 0
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Mstep: Class 1 contains 87332 members 
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Entering Unmasked Estep 
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	Iteration 232F: 3 clusters Score -5434300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76488 members 
Mstep: Class 3 contains 23298 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76448 members 
Mstep: Class 8 contains 1007 members 
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Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79953 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87457 members 
Mstep: Class 18 contains 81782 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 97748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9335 members 
Mstep: Class 28 contains 38552 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4978 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2320 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111979 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303984.000000 Penalty: 47402.378906
Iteration 359Q: 77 clusters Score -5.330398e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 76514 members 
Mstep: Class 3 contains 23780 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76421 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79843 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6462 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87330 members 
Mstep: Class 18 contains 81749 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 86778 members 
Mstep: Class 23 contains 97693 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9371 members 
Mstep: Class 28 contains 38812 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4975 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 152 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2337 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111940 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87690 members 
Mstep: Class 76 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304292.000000 Penalty: 47402.378906
Iteration 360F: 77 clusters Score -5.330429e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 76433 members 
Mstep: Class 3 contains 24237 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76410 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79720 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87225 members 
Mstep: Class 18 contains 81716 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 86445 members 
Mstep: Class 23 contains 97624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9404 members 
Mstep: Class 28 contains 39093 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4972 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2337 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111816 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87657 members 
Mstep: Class 76 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304436.000000 Penalty: 47402.378906
Iteration 361Q: 77 clusters Score -5.330444e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 76359 members 
Mstep: Class 3 contains 24675 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76380 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79632 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87122 members 
Mstep: Class 18 contains 81726 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 86084 members 
Mstep: Class 23 contains 97531 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9438 members 
Mstep: Class 28 contains 39403 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4968 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2342 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111701 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87646 members 
Mstep: Class 76 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304424.000000 Penalty: 47402.378906
Iteration 362Q: 77 clusters Score -5.330442e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 76315 members 
Mstep: Class 3 contains 25142 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76359 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79494 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6387 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87066 members 
Mstep: Class 18 contains 81738 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 85716 members 
Mstep: Class 23 contains 97395 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9478 members 
Mstep: Class 28 contains 39677 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4962 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2351 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111580 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87647 members 
Mstep: Class 76 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304616.000000 Penalty: 47402.378906
Iteration 363Q: 77 clusters Score -5.330462e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 76286 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76343 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79398 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6369 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86950 members 
Mstep: Class 18 contains 81768 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 85392 members 
Mstep: Class 23 contains 97160 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9527 members 
Mstep: Class 28 contains 39968 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4955 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2359 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111474 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87649 members 
Mstep: Class 76 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304572.000000 Penalty: 47402.378906
Iteration 364Q: 77 clusters Score -5.330457e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 76253 members 
Mstep: Class 3 contains 26083 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76316 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79314 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86874 members 
Mstep: Class 18 contains 81815 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 85084 members 
Mstep: Class 23 contains 96872 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 40279 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4951 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2368 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111376 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87615 members 
Mstep: Class 76 contains 1596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304588.000000 Penalty: 47402.378906
Iteration 365Q: 77 clusters Score -5.330459e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 76222 members 
Mstep: Class 3 contains 26496 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76270 members 
Mstep: Class 8 contains 1000 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79227 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6348 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86832 members 
Mstep: Class 18 contains 81818 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 84782 members 
Mstep: Class 23 contains 96574 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 40636 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4951 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2372 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111288 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87610 members 
Mstep: Class 76 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304608.000000 Penalty: 47402.378906
Iteration 366Q: 77 clusters Score -5.330461e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 76175 members 
Mstep: Class 3 contains 26846 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76224 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79126 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6331 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86776 members 
Mstep: Class 18 contains 81824 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 84531 members 
Mstep: Class 23 contains 96285 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9676 members 
Mstep: Class 28 contains 41007 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4947 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2388 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111233 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87619 members 
Mstep: Class 76 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304620.000000 Penalty: 47402.378906
Iteration 367Q: 77 clusters Score -5.330462e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 76149 members 
Mstep: Class 3 contains 27227 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76183 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 79043 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6316 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86718 members 
Mstep: Class 18 contains 81813 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 84266 members 
Mstep: Class 23 contains 95971 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9721 members 
Mstep: Class 28 contains 41366 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4943 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2404 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111222 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87594 members 
Mstep: Class 76 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304436.000000 Penalty: 47402.378906
Iteration 368Q: 77 clusters Score -5.330444e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 76137 members 
Mstep: Class 3 contains 27585 members 
Mstep: Class 4 contains 1343 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76122 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78949 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86671 members 
Mstep: Class 18 contains 81823 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 84042 members 
Mstep: Class 23 contains 95631 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9766 members 
Mstep: Class 28 contains 41720 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4934 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2419 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111245 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87549 members 
Mstep: Class 76 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304612.000000 Penalty: 47402.378906
Iteration 369Q: 77 clusters Score -5.330461e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 76123 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 76010 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78889 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86660 members 
Mstep: Class 18 contains 81865 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 83874 members 
Mstep: Class 23 contains 95228 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9821 members 
Mstep: Class 28 contains 42056 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4929 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2431 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111283 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87473 members 
Mstep: Class 76 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304520.000000 Penalty: 47402.378906
Iteration 370Q: 77 clusters Score -5.330452e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 76077 members 
Mstep: Class 3 contains 28323 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75893 members 
Mstep: Class 8 contains 999 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78817 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86601 members 
Mstep: Class 18 contains 81885 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 83712 members 
Mstep: Class 23 contains 94848 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9876 members 
Mstep: Class 28 contains 42419 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4918 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2448 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111309 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87442 members 
Mstep: Class 76 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304604.000000 Penalty: 47402.378906
Iteration 371Q: 77 clusters Score -5.33046e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 76035 members 
Mstep: Class 3 contains 28699 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75779 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78745 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86570 members 
Mstep: Class 18 contains 81883 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 83564 members 
Mstep: Class 23 contains 94476 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9926 members 
Mstep: Class 28 contains 42752 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4911 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2468 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111361 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87387 members 
Mstep: Class 76 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304568.000000 Penalty: 47402.378906
Iteration 372Q: 77 clusters Score -5.330457e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 75998 members 
Mstep: Class 3 contains 29041 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75646 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78685 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86589 members 
Mstep: Class 18 contains 81875 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 83392 members 
Mstep: Class 23 contains 94112 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 9975 members 
Mstep: Class 28 contains 43096 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4907 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2484 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111411 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87331 members 
Mstep: Class 76 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304508.000000 Penalty: 47402.378906
Iteration 373Q: 77 clusters Score -5.330451e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 75942 members 
Mstep: Class 3 contains 29389 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75562 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78578 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86606 members 
Mstep: Class 18 contains 81871 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 83197 members 
Mstep: Class 23 contains 93737 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10016 members 
Mstep: Class 28 contains 43444 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4899 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2503 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111493 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87292 members 
Mstep: Class 76 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304520.000000 Penalty: 47402.378906
Iteration 374Q: 77 clusters Score -5.330452e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 75899 members 
Mstep: Class 3 contains 29711 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75448 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78476 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86592 members 
Mstep: Class 18 contains 81868 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 83027 members 
Mstep: Class 23 contains 93366 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10046 members 
Mstep: Class 28 contains 43801 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4892 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2531 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111591 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87255 members 
Mstep: Class 76 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304492.000000 Penalty: 47402.378906
Iteration 375Q: 77 clusters Score -5.330449e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 75860 members 
Mstep: Class 3 contains 30022 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75331 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78389 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6131 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86525 members 
Mstep: Class 18 contains 81849 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82920 members 
Mstep: Class 23 contains 92986 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10074 members 
Mstep: Class 28 contains 44182 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4894 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2563 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111668 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87224 members 
Mstep: Class 76 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304232.000000 Penalty: 47402.378906
Iteration 376Q: 77 clusters Score -5.330423e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 75787 members 
Mstep: Class 3 contains 30309 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75206 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78300 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6102 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86440 members 
Mstep: Class 18 contains 81826 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82832 members 
Mstep: Class 23 contains 92612 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10113 members 
Mstep: Class 28 contains 44649 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4884 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2588 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111722 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87205 members 
Mstep: Class 76 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304236.000000 Penalty: 47402.378906
Iteration 377Q: 77 clusters Score -5.330424e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 75707 members 
Mstep: Class 3 contains 30560 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 75088 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78183 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6072 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86351 members 
Mstep: Class 18 contains 81813 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82736 members 
Mstep: Class 23 contains 92263 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 45132 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4876 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2615 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111792 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87206 members 
Mstep: Class 76 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304584.000000 Penalty: 47402.378906
Iteration 378Q: 77 clusters Score -5.330458e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 75636 members 
Mstep: Class 3 contains 30819 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74921 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78114 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6038 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86299 members 
Mstep: Class 18 contains 81811 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82633 members 
Mstep: Class 23 contains 91882 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10165 members 
Mstep: Class 28 contains 45626 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4867 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2642 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111888 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87165 members 
Mstep: Class 76 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304436.000000 Penalty: 47402.378906
Iteration 379Q: 77 clusters Score -5.330444e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 75521 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74757 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 78052 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86283 members 
Mstep: Class 18 contains 81796 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82504 members 
Mstep: Class 23 contains 91528 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10185 members 
Mstep: Class 28 contains 46128 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4857 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2666 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111998 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87120 members 
Mstep: Class 76 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304820.000000 Penalty: 47402.378906
Iteration 380F: 77 clusters Score -5.330482e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 75406 members 
Mstep: Class 3 contains 31321 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74612 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 77918 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86265 members 
Mstep: Class 18 contains 81785 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82330 members 
Mstep: Class 23 contains 91245 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10211 members 
Mstep: Class 28 contains 46669 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4840 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2689 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112098 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87090 members 
Mstep: Class 76 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304832.000000 Penalty: 47402.378906
Iteration 381Q: 77 clusters Score -5.330483e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 31560 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74466 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 77748 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5923 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86215 members 
Mstep: Class 18 contains 81767 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82178 members 
Mstep: Class 23 contains 90974 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 10233 members 
Mstep: Class 28 contains 47235 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112191 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 87053 members 
Mstep: Class 76 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304904.000000 Penalty: 47402.378906
Iteration 382Q: 77 clusters Score -5.33049e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 75191 members 
Mstep: Class 3 contains 31787 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74329 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 77547 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86227 members 
Mstep: Class 18 contains 81732 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 82080 members 
Mstep: Class 23 contains 90638 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 10269 members 
Mstep: Class 28 contains 47794 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4819 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2755 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112305 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86996 members 
Mstep: Class 76 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305012.000000 Penalty: 47402.378906
Iteration 383Q: 77 clusters Score -5.330501e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 75054 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74192 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 77352 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86250 members 
Mstep: Class 18 contains 81724 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81980 members 
Mstep: Class 23 contains 90341 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10314 members 
Mstep: Class 28 contains 48364 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4812 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2780 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112368 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86962 members 
Mstep: Class 76 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305232.000000 Penalty: 47402.378906
Iteration 384Q: 77 clusters Score -5.330523e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 74913 members 
Mstep: Class 3 contains 32140 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 74087 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 77103 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5827 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86332 members 
Mstep: Class 18 contains 81703 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81861 members 
Mstep: Class 23 contains 89983 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10352 members 
Mstep: Class 28 contains 48944 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4802 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2817 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112434 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86947 members 
Mstep: Class 76 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305184.000000 Penalty: 47402.378906
Iteration 385Q: 77 clusters Score -5.330518e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 74789 members 
Mstep: Class 3 contains 32320 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 73960 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 76855 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5810 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86384 members 
Mstep: Class 18 contains 81701 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81766 members 
Mstep: Class 23 contains 89621 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10400 members 
Mstep: Class 28 contains 49539 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4798 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2849 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112494 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86907 members 
Mstep: Class 76 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305408.000000 Penalty: 47402.378906
Iteration 386Q: 77 clusters Score -5.330541e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 32445 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 73766 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 76664 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86339 members 
Mstep: Class 18 contains 81688 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81769 members 
Mstep: Class 23 contains 89271 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10450 members 
Mstep: Class 28 contains 50167 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4788 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2894 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112573 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86870 members 
Mstep: Class 76 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305488.000000 Penalty: 47402.378906
Iteration 387Q: 77 clusters Score -5.330549e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 74533 members 
Mstep: Class 3 contains 32588 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 73552 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 76506 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5813 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86370 members 
Mstep: Class 18 contains 81686 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81717 members 
Mstep: Class 23 contains 88933 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10505 members 
Mstep: Class 28 contains 50778 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4779 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2934 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112621 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86789 members 
Mstep: Class 76 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305468.000000 Penalty: 47402.378906
Iteration 388Q: 77 clusters Score -5.330547e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 74415 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 73303 members 
Mstep: Class 8 contains 966 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 76374 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5801 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86299 members 
Mstep: Class 18 contains 81670 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81702 members 
Mstep: Class 23 contains 88599 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10566 members 
Mstep: Class 28 contains 51429 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 2977 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112708 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86708 members 
Mstep: Class 76 contains 2809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305388.000000 Penalty: 47402.378906
Iteration 389Q: 77 clusters Score -5.330539e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 74294 members 
Mstep: Class 3 contains 32913 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 73025 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 76245 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5788 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86252 members 
Mstep: Class 18 contains 81676 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81668 members 
Mstep: Class 23 contains 88292 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10636 members 
Mstep: Class 28 contains 52030 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4745 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3010 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112832 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86621 members 
Mstep: Class 76 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305204.000000 Penalty: 47402.378906
Iteration 390Q: 77 clusters Score -5.33052e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 74197 members 
Mstep: Class 3 contains 33027 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 72710 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 76123 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86228 members 
Mstep: Class 18 contains 81633 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81709 members 
Mstep: Class 23 contains 87967 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10693 members 
Mstep: Class 28 contains 52660 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4730 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3041 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112941 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86550 members 
Mstep: Class 76 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304976.000000 Penalty: 47402.378906
Iteration 391Q: 77 clusters Score -5.330498e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 74074 members 
Mstep: Class 3 contains 33144 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 72378 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75966 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86203 members 
Mstep: Class 18 contains 81659 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81685 members 
Mstep: Class 23 contains 87691 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10754 members 
Mstep: Class 28 contains 53301 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4717 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3067 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113012 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86493 members 
Mstep: Class 76 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304852.000000 Penalty: 47402.378906
Iteration 392Q: 77 clusters Score -5.330485e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 73901 members 
Mstep: Class 3 contains 33246 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 72035 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75799 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86259 members 
Mstep: Class 18 contains 81653 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81636 members 
Mstep: Class 23 contains 87405 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10816 members 
Mstep: Class 28 contains 53966 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4701 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3095 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113084 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86474 members 
Mstep: Class 76 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304664.000000 Penalty: 47402.378906
Iteration 393Q: 77 clusters Score -5.330466e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 73736 members 
Mstep: Class 3 contains 33320 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 71640 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75641 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5882 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86303 members 
Mstep: Class 18 contains 81676 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81644 members 
Mstep: Class 23 contains 87136 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10881 members 
Mstep: Class 28 contains 54660 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4685 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3123 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113153 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86417 members 
Mstep: Class 76 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304632.000000 Penalty: 47402.378906
Iteration 394Q: 77 clusters Score -5.330463e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 73581 members 
Mstep: Class 3 contains 33387 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 71204 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75486 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5907 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86332 members 
Mstep: Class 18 contains 81688 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81646 members 
Mstep: Class 23 contains 86929 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10931 members 
Mstep: Class 28 contains 55382 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4670 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3157 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113211 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86352 members 
Mstep: Class 76 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304596.000000 Penalty: 47402.378906
Iteration 395Q: 77 clusters Score -5.33046e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 73424 members 
Mstep: Class 3 contains 33450 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 70758 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75389 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5939 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86251 members 
Mstep: Class 18 contains 81693 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81631 members 
Mstep: Class 23 contains 86766 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 10987 members 
Mstep: Class 28 contains 56139 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4660 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3185 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113265 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86288 members 
Mstep: Class 76 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305092.000000 Penalty: 47402.378906
Iteration 396Q: 77 clusters Score -5.330509e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 73259 members 
Mstep: Class 3 contains 33477 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 70287 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75305 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86168 members 
Mstep: Class 18 contains 81657 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81570 members 
Mstep: Class 23 contains 86677 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11037 members 
Mstep: Class 28 contains 56949 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4655 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3214 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113316 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86252 members 
Mstep: Class 76 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304968.000000 Penalty: 47402.378906
Iteration 397Q: 77 clusters Score -5.330497e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 73111 members 
Mstep: Class 3 contains 33494 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69793 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75162 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86099 members 
Mstep: Class 18 contains 81627 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81539 members 
Mstep: Class 23 contains 86611 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 57766 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4643 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3244 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113381 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86220 members 
Mstep: Class 76 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304988.000000 Penalty: 47402.378906
Iteration 398Q: 77 clusters Score -5.330499e+07 nChanged 3968
Entering ConstructFrom: 
Score: -53304988.000000 Penalty: 47402.378906
Entering ConstructFrom: 
Trying to split cluster 1 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -101492.257812 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -101492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -100315.000000 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -100315 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100671.265625 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -100671.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -100723.257812 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -100723.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -100758.726562 Penalty: 674.999817
	Iteration 3Q: 3 clusters Score -100758.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -100797.648438 Penalty: 674.999817
	Iteration 4Q: 3 clusters Score -100797.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -100856.171875 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -100856.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -100940.625000 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -100940.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -101021.921875 Penalty: 674.999817
	Iteration 7F: 3 clusters Score -101021.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -101085.203125 Penalty: 674.999817
	Iteration 8F: 3 clusters Score -101085.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -101118.937500 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -101118.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -101146.335938 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -101146.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -101177.148438 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -101177.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -101205.750000 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -101205.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -101234.531250 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -101234.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -101257.789062 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -101257.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -101283.750000 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -101283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -101300.078125 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -101300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -101311.234375 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -101311.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -101321.585938 Penalty: 674.999817
	Iteration 18Q: 3 clusters Score -101321.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -101329.703125 Penalty: 674.999817
	Iteration 19Q: 3 clusters Score -101329.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -101335.265625 Penalty: 674.999817
	Iteration 20F: 3 clusters Score -101335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -101342.328125 Penalty: 674.999817
	Iteration 21Q: 3 clusters Score -101342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -101349.945312 Penalty: 674.999817
	Iteration 22Q: 3 clusters Score -101349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -101355.484375 Penalty: 674.999817
	Iteration 23Q: 3 clusters Score -101355.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -101360.937500 Penalty: 674.999817
	Iteration 24Q: 3 clusters Score -101360.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -101366.031250 Penalty: 674.999817
	Iteration 25Q: 3 clusters Score -101366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -101368.414062 Penalty: 674.999817
	Iteration 26Q: 3 clusters Score -101368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -101369.085938 Penalty: 674.999817
	Iteration 27Q: 3 clusters Score -101369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -101369.382812 Penalty: 674.999817
	Iteration 28Q: 3 clusters Score -101369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -101370.375000 Penalty: 674.999817
	Iteration 29Q: 3 clusters Score -101370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -101371.703125 Penalty: 674.999817
	Iteration 30Q: 3 clusters Score -101371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -101372.375000 Penalty: 674.999817
	Iteration 31Q: 3 clusters Score -101372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -101372.906250 Penalty: 674.999817
	Iteration 32Q: 3 clusters Score -101372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -101373.546875 Penalty: 674.999817
	Iteration 33Q: 3 clusters Score -101373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -101374.687500 Penalty: 674.999817
	Iteration 34Q: 3 clusters Score -101374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -101375.460938 Penalty: 674.999817
	Iteration 35Q: 3 clusters Score -101375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -101376.093750 Penalty: 674.999817
	Iteration 36Q: 3 clusters Score -101376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -101376.554688 Penalty: 674.999817
	Iteration 37Q: 3 clusters Score -101376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -101376.851562 Penalty: 674.999817
	Iteration 38Q: 3 clusters Score -101376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -101377.109375 Penalty: 674.999817
	Iteration 39Q: 3 clusters Score -101377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -101377.820312 Penalty: 674.999817
	Iteration 40F: 3 clusters Score -101377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -101377.937500 Penalty: 674.999817
	Iteration 41Q: 3 clusters Score -101377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -101378.070312 Penalty: 674.999817
	Iteration 42Q: 3 clusters Score -101378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -101378.265625 Penalty: 674.999817
	Iteration 43Q: 3 clusters Score -101378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -101378.406250 Penalty: 674.999817
	Iteration 44Q: 3 clusters Score -101378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -101378.703125 Penalty: 674.999817
	Iteration 45Q: 3 clusters Score -101378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -101379.429688 Penalty: 674.999817
	Iteration 46Q: 3 clusters Score -101379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -101379.429688 Penalty: 674.999817
	Iteration 47F: 3 clusters Score -101379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Entering Unmasked Estep 
Score: -4457934.500000 Penalty: 509.488220
	Iteration 0F: 2 clusters Score -4457934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4408696.500000 Penalty: 1018.976440
	Iteration 0F: 3 clusters Score -4408696 nChanged 35531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4430604.000000 Penalty: 1018.976440
	Iteration 1F: 3 clusters Score -4430604 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -4433009.000000 Penalty: 1018.976440
	Iteration 2F: 3 clusters Score -4433009 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4437131.500000 Penalty: 1018.976440
	Iteration 3F: 3 clusters Score -4437132 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4442713.500000 Penalty: 1018.976440
	Iteration 4F: 3 clusters Score -4442714 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4448053.500000 Penalty: 1018.976440
	Iteration 5F: 3 clusters Score -4448054 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4451759.500000 Penalty: 1018.976440
	Iteration 6F: 3 clusters Score -4451760 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4453803.500000 Penalty: 1018.976440
	Iteration 7Q: 3 clusters Score -4453804 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4454960.000000 Penalty: 1018.976440
	Iteration 8Q: 3 clusters Score -4454960 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4455549.500000 Penalty: 1018.976440
	Iteration 9Q: 3 clusters Score -4455550 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4455954.000000 Penalty: 1018.976440
	Iteration 10Q: 3 clusters Score -4455954 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4456262.500000 Penalty: 1018.976440
	Iteration 11Q: 3 clusters Score -4456262 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4456540.000000 Penalty: 1018.976440
	Iteration 12Q: 3 clusters Score -4456540 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4456762.000000 Penalty: 1018.976440
	Iteration 13Q: 3 clusters Score -4456762 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4456963.000000 Penalty: 1018.976440
	Iteration 14Q: 3 clusters Score -4456963 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4457097.500000 Penalty: 1018.976440
	Iteration 15Q: 3 clusters Score -4457098 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4457190.000000 Penalty: 1018.976440
	Iteration 16Q: 3 clusters Score -4457190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4457277.500000 Penalty: 1018.976440
	Iteration 17Q: 3 clusters Score -4457278 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4457330.000000 Penalty: 1018.976440
	Iteration 18Q: 3 clusters Score -4457330 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4457386.500000 Penalty: 1018.976440
	Iteration 19Q: 3 clusters Score -4457386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4457433.500000 Penalty: 1018.976440
	Iteration 20F: 3 clusters Score -4457434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4457467.000000 Penalty: 1018.976440
	Iteration 21Q: 3 clusters Score -4457467 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4457490.500000 Penalty: 1018.976440
	Iteration 22Q: 3 clusters Score -4457490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4457520.500000 Penalty: 1018.976440
	Iteration 23Q: 3 clusters Score -4457520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4457536.000000 Penalty: 1018.976440
	Iteration 24Q: 3 clusters Score -4457536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4457546.500000 Penalty: 1018.976440
	Iteration 25Q: 3 clusters Score -4457546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4457568.000000 Penalty: 1018.976440
	Iteration 26Q: 3 clusters Score -4457568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4457576.500000 Penalty: 1018.976440
	Iteration 27Q: 3 clusters Score -4457576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4457589.500000 Penalty: 1018.976440
	Iteration 28Q: 3 clusters Score -4457590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4457604.000000 Penalty: 1018.976440
	Iteration 29Q: 3 clusters Score -4457604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4457610.500000 Penalty: 1018.976440
	Iteration 30Q: 3 clusters Score -4457610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4457614.000000 Penalty: 1018.976440
	Iteration 31Q: 3 clusters Score -4457614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4457622.500000 Penalty: 1018.976440
	Iteration 32Q: 3 clusters Score -4457622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4457623.500000 Penalty: 1018.976440
	Iteration 33Q: 3 clusters Score -4457624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4457625.500000 Penalty: 1018.976440
	Iteration 34Q: 3 clusters Score -4457626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4457630.000000 Penalty: 1018.976440
	Iteration 35Q: 3 clusters Score -4457630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4457633.000000 Penalty: 1018.976440
	Iteration 36Q: 3 clusters Score -4457633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4457638.500000 Penalty: 1018.976440
	Iteration 37Q: 3 clusters Score -4457638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4457643.000000 Penalty: 1018.976440
	Iteration 38Q: 3 clusters Score -4457643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4457640.000000 Penalty: 1018.976440
	Iteration 39Q: 3 clusters Score -4457640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4457643.000000 Penalty: 1018.976440
	Iteration 40F: 3 clusters Score -4457643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4457644.500000 Penalty: 1018.976440
	Iteration 41Q: 3 clusters Score -4457644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4457651.000000 Penalty: 1018.976440
	Iteration 42Q: 3 clusters Score -4457651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4457651.000000 Penalty: 1018.976440
	Iteration 43Q: 3 clusters Score -4457651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4457648.500000 Penalty: 1018.976440
	Iteration 44Q: 3 clusters Score -4457648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4457648.500000 Penalty: 1018.976440
	Iteration 45F: 3 clusters Score -4457648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Entering Unmasked Estep 
Score: -2129453.750000 Penalty: 474.112122
	Iteration 0F: 2 clusters Score -2129454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2106955.250000 Penalty: 948.224243
	Iteration 0F: 3 clusters Score -2106955 nChanged 16092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2116657.250000 Penalty: 948.224243
	Iteration 1F: 3 clusters Score -2116657 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2117075.750000 Penalty: 948.224243
	Iteration 2Q: 3 clusters Score -2117076 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2117559.000000 Penalty: 948.224243
	Iteration 3Q: 3 clusters Score -2117559 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2118333.750000 Penalty: 948.224243
	Iteration 4Q: 3 clusters Score -2118334 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2119637.500000 Penalty: 948.224243
	Iteration 5F: 3 clusters Score -2119638 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2121441.500000 Penalty: 948.224243
	Iteration 6F: 3 clusters Score -2121442 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2122860.500000 Penalty: 948.224243
	Iteration 7F: 3 clusters Score -2122860 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2123367.500000 Penalty: 948.224243
	Iteration 8Q: 3 clusters Score -2123368 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2123498.000000 Penalty: 948.224243
	Iteration 9Q: 3 clusters Score -2123498 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2123536.500000 Penalty: 948.224243
	Iteration 10Q: 3 clusters Score -2123536 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2123581.000000 Penalty: 948.224243
	Iteration 11Q: 3 clusters Score -2123581 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2123630.750000 Penalty: 948.224243
	Iteration 12Q: 3 clusters Score -2123631 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2123661.000000 Penalty: 948.224243
	Iteration 13Q: 3 clusters Score -2123661 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2123686.000000 Penalty: 948.224243
	Iteration 14Q: 3 clusters Score -2123686 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2123726.000000 Penalty: 948.224243
	Iteration 15Q: 3 clusters Score -2123726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2123760.000000 Penalty: 948.224243
	Iteration 16Q: 3 clusters Score -2123760 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2123776.500000 Penalty: 948.224243
	Iteration 17Q: 3 clusters Score -2123776 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2123806.250000 Penalty: 948.224243
	Iteration 18Q: 3 clusters Score -2123806 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2123850.250000 Penalty: 948.224243
	Iteration 19Q: 3 clusters Score -2123850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2123867.500000 Penalty: 948.224243
	Iteration 20F: 3 clusters Score -2123868 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2123891.250000 Penalty: 948.224243
	Iteration 21Q: 3 clusters Score -2123891 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2123908.500000 Penalty: 948.224243
	Iteration 22Q: 3 clusters Score -2123908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2123925.000000 Penalty: 948.224243
	Iteration 23Q: 3 clusters Score -2123925 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2123950.250000 Penalty: 948.224243
	Iteration 24Q: 3 clusters Score -2123950 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2123981.750000 Penalty: 948.224243
	Iteration 25Q: 3 clusters Score -2123982 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2123996.750000 Penalty: 948.224243
	Iteration 26Q: 3 clusters Score -2123997 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2124030.750000 Penalty: 948.224243
	Iteration 27Q: 3 clusters Score -2124031 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2124073.500000 Penalty: 948.224243
	Iteration 28Q: 3 clusters Score -2124074 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2124114.750000 Penalty: 948.224243
	Iteration 29Q: 3 clusters Score -2124115 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2124152.000000 Penalty: 948.224243
	Iteration 30Q: 3 clusters Score -2124152 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2124196.750000 Penalty: 948.224243
	Iteration 31Q: 3 clusters Score -2124197 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2124251.000000 Penalty: 948.224243
	Iteration 32Q: 3 clusters Score -2124251 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2124313.000000 Penalty: 948.224243
	Iteration 33Q: 3 clusters Score -2124313 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2124386.500000 Penalty: 948.224243
	Iteration 34Q: 3 clusters Score -2124386 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2124466.000000 Penalty: 948.224243
	Iteration 35Q: 3 clusters Score -2124466 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2124559.000000 Penalty: 948.224243
	Iteration 36Q: 3 clusters Score -2124559 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2124680.000000 Penalty: 948.224243
	Iteration 37Q: 3 clusters Score -2124680 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2124806.250000 Penalty: 948.224243
	Iteration 38Q: 3 clusters Score -2124806 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2124938.750000 Penalty: 948.224243
	Iteration 39Q: 3 clusters Score -2124939 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2125061.250000 Penalty: 948.224243
	Iteration 40F: 3 clusters Score -2125061 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2125197.750000 Penalty: 948.224243
	Iteration 41Q: 3 clusters Score -2125198 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2125342.250000 Penalty: 948.224243
	Iteration 42Q: 3 clusters Score -2125342 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2125525.500000 Penalty: 948.224243
	Iteration 43Q: 3 clusters Score -2125526 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2125728.500000 Penalty: 948.224243
	Iteration 44Q: 3 clusters Score -2125728 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2125923.750000 Penalty: 948.224243
	Iteration 45Q: 3 clusters Score -2125924 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2126114.750000 Penalty: 948.224243
	Iteration 46Q: 3 clusters Score -2126115 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2126277.500000 Penalty: 948.224243
	Iteration 47Q: 3 clusters Score -2126278 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2126429.500000 Penalty: 948.224243
	Iteration 48Q: 3 clusters Score -2126430 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2126572.500000 Penalty: 948.224243
	Iteration 49Q: 3 clusters Score -2126572 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2126706.750000 Penalty: 948.224243
	Iteration 50Q: 3 clusters Score -2126707 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2126828.000000 Penalty: 948.224243
	Iteration 51Q: 3 clusters Score -2126828 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2126938.750000 Penalty: 948.224243
	Iteration 52Q: 3 clusters Score -2126939 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2127058.500000 Penalty: 948.224243
	Iteration 53Q: 3 clusters Score -2127058 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2127171.000000 Penalty: 948.224243
	Iteration 54Q: 3 clusters Score -2127171 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2127259.500000 Penalty: 948.224243
	Iteration 55Q: 3 clusters Score -2127260 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2127317.250000 Penalty: 948.224243
	Iteration 56Q: 3 clusters Score -2127317 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2127379.500000 Penalty: 948.224243
	Iteration 57Q: 3 clusters Score -2127380 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2127450.500000 Penalty: 948.224243
	Iteration 58Q: 3 clusters Score -2127450 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2127514.750000 Penalty: 948.224243
	Iteration 59Q: 3 clusters Score -2127515 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2127583.500000 Penalty: 948.224243
	Iteration 60F: 3 clusters Score -2127584 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2127647.500000 Penalty: 948.224243
	Iteration 61Q: 3 clusters Score -2127648 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2127721.750000 Penalty: 948.224243
	Iteration 62Q: 3 clusters Score -2127722 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2127774.250000 Penalty: 948.224243
	Iteration 63Q: 3 clusters Score -2127774 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2127828.000000 Penalty: 948.224243
	Iteration 64Q: 3 clusters Score -2127828 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2127882.250000 Penalty: 948.224243
	Iteration 65Q: 3 clusters Score -2127882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2127947.750000 Penalty: 948.224243
	Iteration 66Q: 3 clusters Score -2127948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2127999.250000 Penalty: 948.224243
	Iteration 67Q: 3 clusters Score -2127999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2128058.500000 Penalty: 948.224243
	Iteration 68Q: 3 clusters Score -2128058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2128100.250000 Penalty: 948.224243
	Iteration 69Q: 3 clusters Score -2128100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2128145.500000 Penalty: 948.224243
	Iteration 70Q: 3 clusters Score -2128146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2128191.250000 Penalty: 948.224243
	Iteration 71Q: 3 clusters Score -2128191 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2128225.250000 Penalty: 948.224243
	Iteration 72Q: 3 clusters Score -2128225 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2128259.750000 Penalty: 948.224243
	Iteration 73Q: 3 clusters Score -2128260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2128287.750000 Penalty: 948.224243
	Iteration 74Q: 3 clusters Score -2128288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2128327.500000 Penalty: 948.224243
	Iteration 75Q: 3 clusters Score -2128328 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2128376.250000 Penalty: 948.224243
	Iteration 76Q: 3 clusters Score -2128376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2128430.250000 Penalty: 948.224243
	Iteration 77Q: 3 clusters Score -2128430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2128476.000000 Penalty: 948.224243
	Iteration 78Q: 3 clusters Score -2128476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2128517.750000 Penalty: 948.224243
	Iteration 79Q: 3 clusters Score -2128518 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2128573.750000 Penalty: 948.224243
	Iteration 80F: 3 clusters Score -2128574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2128628.500000 Penalty: 948.224243
	Iteration 81Q: 3 clusters Score -2128628 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2128674.000000 Penalty: 948.224243
	Iteration 82Q: 3 clusters Score -2128674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2128719.750000 Penalty: 948.224243
	Iteration 83Q: 3 clusters Score -2128720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2128754.250000 Penalty: 948.224243
	Iteration 84Q: 3 clusters Score -2128754 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2128791.750000 Penalty: 948.224243
	Iteration 85Q: 3 clusters Score -2128792 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2128822.750000 Penalty: 948.224243
	Iteration 86Q: 3 clusters Score -2128823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2128848.250000 Penalty: 948.224243
	Iteration 87Q: 3 clusters Score -2128848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2128864.500000 Penalty: 948.224243
	Iteration 88Q: 3 clusters Score -2128864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2128879.000000 Penalty: 948.224243
	Iteration 89Q: 3 clusters Score -2128879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2128885.500000 Penalty: 948.224243
	Iteration 90Q: 3 clusters Score -2128886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2128894.250000 Penalty: 948.224243
	Iteration 91Q: 3 clusters Score -2128894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2128898.500000 Penalty: 948.224243
	Iteration 92Q: 3 clusters Score -2128898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2128903.500000 Penalty: 948.224243
	Iteration 93Q: 3 clusters Score -2128904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2128909.500000 Penalty: 948.224243
	Iteration 94Q: 3 clusters Score -2128910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2128910.750000 Penalty: 948.224243
	Iteration 95Q: 3 clusters Score -2128911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2128912.000000 Penalty: 948.224243
	Iteration 96Q: 3 clusters Score -2128912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2128921.000000 Penalty: 948.224243
	Iteration 97Q: 3 clusters Score -2128921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2128933.250000 Penalty: 948.224243
	Iteration 98Q: 3 clusters Score -2128933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2128943.500000 Penalty: 948.224243
	Iteration 99Q: 3 clusters Score -2128944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2128953.750000 Penalty: 948.224243
	Iteration 100F: 3 clusters Score -2128954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2128964.000000 Penalty: 948.224243
	Iteration 101Q: 3 clusters Score -2128964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2128978.750000 Penalty: 948.224243
	Iteration 102Q: 3 clusters Score -2128979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2128989.000000 Penalty: 948.224243
	Iteration 103Q: 3 clusters Score -2128989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2128991.000000 Penalty: 948.224243
	Iteration 104Q: 3 clusters Score -2128991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2128995.000000 Penalty: 948.224243
	Iteration 105Q: 3 clusters Score -2128995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2129003.500000 Penalty: 948.224243
	Iteration 106Q: 3 clusters Score -2129004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2129010.750000 Penalty: 948.224243
	Iteration 107Q: 3 clusters Score -2129011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2129014.500000 Penalty: 948.224243
	Iteration 108Q: 3 clusters Score -2129014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2129021.500000 Penalty: 948.224243
	Iteration 109Q: 3 clusters Score -2129022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2129025.750000 Penalty: 948.224243
	Iteration 110Q: 3 clusters Score -2129026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2129036.250000 Penalty: 948.224243
	Iteration 111Q: 3 clusters Score -2129036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2129045.750000 Penalty: 948.224243
	Iteration 112Q: 3 clusters Score -2129046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2129052.000000 Penalty: 948.224243
	Iteration 113Q: 3 clusters Score -2129052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2129058.750000 Penalty: 948.224243
	Iteration 114Q: 3 clusters Score -2129059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2129064.000000 Penalty: 948.224243
	Iteration 115Q: 3 clusters Score -2129064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2129067.250000 Penalty: 948.224243
	Iteration 116Q: 3 clusters Score -2129067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2129075.000000 Penalty: 948.224243
	Iteration 117Q: 3 clusters Score -2129075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2129079.500000 Penalty: 948.224243
	Iteration 118Q: 3 clusters Score -2129080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2129088.500000 Penalty: 948.224243
	Iteration 119Q: 3 clusters Score -2129088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2129092.750000 Penalty: 948.224243
	Iteration 120F: 3 clusters Score -2129093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2129094.250000 Penalty: 948.224243
	Iteration 121Q: 3 clusters Score -2129094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2129097.500000 Penalty: 948.224243
	Iteration 122Q: 3 clusters Score -2129098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2129099.250000 Penalty: 948.224243
	Iteration 123Q: 3 clusters Score -2129099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2129099.000000 Penalty: 948.224243
	Iteration 124Q: 3 clusters Score -2129099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2129098.500000 Penalty: 948.224243
	Iteration 125Q: 3 clusters Score -2129098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2129098.500000 Penalty: 948.224243
	Iteration 126F: 3 clusters Score -2129098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -71163.976562 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -71163.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -70284.867188 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -70284.87 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70546.742188 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -70546.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -70587.453125 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -70587.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -70604.937500 Penalty: 640.049072
	Iteration 3Q: 3 clusters Score -70604.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70617.343750 Penalty: 640.049072
	Iteration 4Q: 3 clusters Score -70617.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70625.218750 Penalty: 640.049072
	Iteration 5Q: 3 clusters Score -70625.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70633.390625 Penalty: 640.049072
	Iteration 6Q: 3 clusters Score -70633.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70641.468750 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -70641.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -70646.171875 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -70646.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70651.750000 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -70651.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -70655.781250 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -70655.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -70658.789062 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -70658.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70661.414062 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -70661.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -70663.570312 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -70663.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -70665.656250 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -70665.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -70666.437500 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -70666.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -70668.093750 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -70668.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70670.492188 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -70670.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70671.625000 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -70671.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70672.695312 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -70672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70673.851562 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -70673.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -70676.140625 Penalty: 640.049072
	Iteration 21Q: 3 clusters Score -70676.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70679.578125 Penalty: 640.049072
	Iteration 22Q: 3 clusters Score -70679.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -70684.664062 Penalty: 640.049072
	Iteration 23Q: 3 clusters Score -70684.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70691.140625 Penalty: 640.049072
	Iteration 24Q: 3 clusters Score -70691.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70698.726562 Penalty: 640.049072
	Iteration 25Q: 3 clusters Score -70698.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70706.742188 Penalty: 640.049072
	Iteration 26Q: 3 clusters Score -70706.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70717.007812 Penalty: 640.049072
	Iteration 27Q: 3 clusters Score -70717.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70729.125000 Penalty: 640.049072
	Iteration 28Q: 3 clusters Score -70729.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70733.164062 Penalty: 640.049072
	Iteration 29Q: 3 clusters Score -70733.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70737.757812 Penalty: 640.049072
	Iteration 30Q: 3 clusters Score -70737.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70743.187500 Penalty: 640.049072
	Iteration 31Q: 3 clusters Score -70743.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70751.703125 Penalty: 640.049072
	Iteration 32Q: 3 clusters Score -70751.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70762.984375 Penalty: 640.049072
	Iteration 33Q: 3 clusters Score -70762.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70772.093750 Penalty: 640.049072
	Iteration 34Q: 3 clusters Score -70772.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70785.976562 Penalty: 640.049072
	Iteration 35Q: 3 clusters Score -70785.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70798.414062 Penalty: 640.049072
	Iteration 36Q: 3 clusters Score -70798.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70810.500000 Penalty: 640.049072
	Iteration 37Q: 3 clusters Score -70810.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70823.804688 Penalty: 640.049072
	Iteration 38Q: 3 clusters Score -70823.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70838.703125 Penalty: 640.049072
	Iteration 39Q: 3 clusters Score -70838.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70849.109375 Penalty: 640.049072
	Iteration 40F: 3 clusters Score -70849.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70868.750000 Penalty: 640.049072
	Iteration 41Q: 3 clusters Score -70868.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70883.250000 Penalty: 640.049072
	Iteration 42Q: 3 clusters Score -70883.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70897.328125 Penalty: 640.049072
	Iteration 43Q: 3 clusters Score -70897.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70903.468750 Penalty: 640.049072
	Iteration 44Q: 3 clusters Score -70903.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70907.664062 Penalty: 640.049072
	Iteration 45Q: 3 clusters Score -70907.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70910.554688 Penalty: 640.049072
	Iteration 46Q: 3 clusters Score -70910.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70914.960938 Penalty: 640.049072
	Iteration 47Q: 3 clusters Score -70914.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70920.062500 Penalty: 640.049072
	Iteration 48Q: 3 clusters Score -70920.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70920.875000 Penalty: 640.049072
	Iteration 49Q: 3 clusters Score -70920.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -70922.468750 Penalty: 640.049072
	Iteration 50Q: 3 clusters Score -70922.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70923.468750 Penalty: 640.049072
	Iteration 51Q: 3 clusters Score -70923.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70924.320312 Penalty: 640.049072
	Iteration 52Q: 3 clusters Score -70924.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70924.960938 Penalty: 640.049072
	Iteration 53Q: 3 clusters Score -70924.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70925.851562 Penalty: 640.049072
	Iteration 54Q: 3 clusters Score -70925.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70928.484375 Penalty: 640.049072
	Iteration 55Q: 3 clusters Score -70928.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70930.687500 Penalty: 640.049072
	Iteration 56Q: 3 clusters Score -70930.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70930.687500 Penalty: 640.049072
	Iteration 57F: 3 clusters Score -70930.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26353.423828 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -26353.42 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 225 members 
Entering Unmasked Estep 
Score: -25910.935547 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -25910.94 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26066.333984 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -26066.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26150.072266 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -26150.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26182.156250 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -26182.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26209.095703 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -26209.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26231.916016 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -26231.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26246.582031 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -26246.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26255.824219 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -26255.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26263.134766 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -26263.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26264.023438 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -26264.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26264.023438 Penalty: 549.228821
	Iteration 10F: 3 clusters Score -26264.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -12981.668945 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -12981.67 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 113 members 
Entering Unmasked Estep 
Score: -12668.064453 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -12668.06 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12783.609375 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -12783.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12840.152344 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -12840.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12873.163086 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -12873.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12882.038086 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -12882.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12882.038086 Penalty: 493.670471
	Iteration 5F: 3 clusters Score -12882.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Entering Unmasked Estep 
Score: -4294722.000000 Penalty: 507.131744
	Iteration 0F: 2 clusters Score -4294722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4247947.500000 Penalty: 1014.263489
	Iteration 0F: 3 clusters Score -4247948 nChanged 33635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -4268138.000000 Penalty: 1014.263489
	Iteration 1F: 3 clusters Score -4268138 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -4268998.500000 Penalty: 1014.263489
	Iteration 2Q: 3 clusters Score -4268998 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -4270490.500000 Penalty: 1014.263489
	Iteration 3Q: 3 clusters Score -4270490 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -4273115.500000 Penalty: 1014.263489
	Iteration 4F: 3 clusters Score -4273116 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -4277943.500000 Penalty: 1014.263489
	Iteration 5F: 3 clusters Score -4277944 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -4284307.500000 Penalty: 1014.263489
	Iteration 6F: 3 clusters Score -4284308 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -4289775.000000 Penalty: 1014.263489
	Iteration 7F: 3 clusters Score -4289775 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -4292742.000000 Penalty: 1014.263489
	Iteration 8Q: 3 clusters Score -4292742 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -4293779.000000 Penalty: 1014.263489
	Iteration 9Q: 3 clusters Score -4293779 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -4294104.500000 Penalty: 1014.263489
	Iteration 10Q: 3 clusters Score -4294104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -4294209.500000 Penalty: 1014.263489
	Iteration 11Q: 3 clusters Score -4294210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -4294257.500000 Penalty: 1014.263489
	Iteration 12Q: 3 clusters Score -4294258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -4294274.000000 Penalty: 1014.263489
	Iteration 13Q: 3 clusters Score -4294274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -4294283.500000 Penalty: 1014.263489
	Iteration 14Q: 3 clusters Score -4294284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -4294294.500000 Penalty: 1014.263489
	Iteration 15Q: 3 clusters Score -4294294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -4294300.000000 Penalty: 1014.263489
	Iteration 16Q: 3 clusters Score -4294300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -4294303.500000 Penalty: 1014.263489
	Iteration 17Q: 3 clusters Score -4294304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -4294300.500000 Penalty: 1014.263489
	Iteration 18Q: 3 clusters Score -4294300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -4294302.500000 Penalty: 1014.263489
	Iteration 19Q: 3 clusters Score -4294302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -4294303.000000 Penalty: 1014.263489
	Iteration 20F: 3 clusters Score -4294303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -4294306.000000 Penalty: 1014.263489
	Iteration 21Q: 3 clusters Score -4294306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -4294306.000000 Penalty: 1014.263489
	Iteration 22F: 3 clusters Score -4294306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -56934.367188 Penalty: 312.350555
	Iteration 0F: 2 clusters Score -56934.37 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 467 members 
Entering Unmasked Estep 
Score: -56133.042969 Penalty: 624.701111
	Iteration 0F: 3 clusters Score -56133.04 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56378.160156 Penalty: 624.701111
	Iteration 1F: 3 clusters Score -56378.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -56464.648438 Penalty: 624.701111
	Iteration 2F: 3 clusters Score -56464.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56539.789062 Penalty: 624.701111
	Iteration 3F: 3 clusters Score -56539.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56616.894531 Penalty: 624.701111
	Iteration 4F: 3 clusters Score -56616.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -56684.417969 Penalty: 624.701111
	Iteration 5F: 3 clusters Score -56684.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56721.046875 Penalty: 624.701111
	Iteration 6F: 3 clusters Score -56721.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56744.058594 Penalty: 624.701111
	Iteration 7Q: 3 clusters Score -56744.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56756.136719 Penalty: 624.701111
	Iteration 8Q: 3 clusters Score -56756.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56764.007812 Penalty: 624.701111
	Iteration 9Q: 3 clusters Score -56764.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56770.027344 Penalty: 624.701111
	Iteration 10Q: 3 clusters Score -56770.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56774.562500 Penalty: 624.701111
	Iteration 11Q: 3 clusters Score -56774.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56777.558594 Penalty: 624.701111
	Iteration 12Q: 3 clusters Score -56777.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56779.609375 Penalty: 624.701111
	Iteration 13Q: 3 clusters Score -56779.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56779.742188 Penalty: 624.701111
	Iteration 14Q: 3 clusters Score -56779.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56779.742188 Penalty: 624.701111
	Iteration 15F: 3 clusters Score -56779.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -31074.398438 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -31074.4 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 258 members 
Entering Unmasked Estep 
Score: -30577.548828 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -30577.55 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30716.421875 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -30716.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30760.896484 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -30760.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30786.101562 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -30786.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30797.486328 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -30797.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30806.097656 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -30806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30812.998047 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -30813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30821.771484 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -30821.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30831.626953 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -30831.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30841.535156 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -30841.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -30846.703125 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -30846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -30858.181641 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -30858.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -30865.152344 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -30865.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -30872.265625 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -30872.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30881.525391 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -30881.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30890.132812 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -30890.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30897.972656 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -30897.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30901.798828 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -30901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30904.076172 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -30904.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30905.445312 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -30905.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -30905.919922 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -30905.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 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 149 members 
Entering Unmasked Estep 
Score: -19755.076172 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19755.08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19842.236328 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19842.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19860.591797 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19860.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19875.572266 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19875.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19888.023438 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19888.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19898.916016 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19898.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19904.865234 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19904.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19909.851562 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19909.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19912.458984 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19912.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19916.642578 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19916.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19922.332031 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19922.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19923.292969 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19923.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19925.443359 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19925.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19931.068359 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19931.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19936.513672 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -19936.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19945.744141 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -19945.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19951.431641 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -19951.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19952.734375 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -19952.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19952.734375 Penalty: 522.904541
	Iteration 18F: 3 clusters Score -19952.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -9200.619141 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9200.619 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 100 members 
Entering Unmasked Estep 
Score: -8921.575195 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8921.575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8980.426758 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8980.427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9016.406250 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -9016.406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9031.257812 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -9031.258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9049.540039 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -9049.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9065.153320 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9065.153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9067.609375 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -9067.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9071.012695 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -9071.013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9071.012695 Penalty: 476.030884
	Iteration 8F: 3 clusters Score -9071.013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Entering Unmasked Estep 
Score: -4610963.000000 Penalty: 510.754669
	Iteration 0F: 2 clusters Score -4610963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4560373.000000 Penalty: 1021.509338
	Iteration 0F: 3 clusters Score -4560373 nChanged 36562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -4583562.500000 Penalty: 1021.509338
	Iteration 1F: 3 clusters Score -4583562 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -4586027.000000 Penalty: 1021.509338
	Iteration 2F: 3 clusters Score -4586027 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4590123.000000 Penalty: 1021.509338
	Iteration 3F: 3 clusters Score -4590123 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4595034.500000 Penalty: 1021.509338
	Iteration 4F: 3 clusters Score -4595034 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -4598361.000000 Penalty: 1021.509338
	Iteration 5F: 3 clusters Score -4598361 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4599499.500000 Penalty: 1021.509338
	Iteration 6Q: 3 clusters Score -4599500 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -4599862.500000 Penalty: 1021.509338
	Iteration 7Q: 3 clusters Score -4599862 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -4600143.500000 Penalty: 1021.509338
	Iteration 8Q: 3 clusters Score -4600144 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -4600375.000000 Penalty: 1021.509338
	Iteration 9Q: 3 clusters Score -4600375 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -4600617.000000 Penalty: 1021.509338
	Iteration 10Q: 3 clusters Score -4600617 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -4600828.500000 Penalty: 1021.509338
	Iteration 11Q: 3 clusters Score -4600828 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4601039.500000 Penalty: 1021.509338
	Iteration 12Q: 3 clusters Score -4601040 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -4601296.500000 Penalty: 1021.509338
	Iteration 13Q: 3 clusters Score -4601296 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -4601523.000000 Penalty: 1021.509338
	Iteration 14Q: 3 clusters Score -4601523 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -4601755.000000 Penalty: 1021.509338
	Iteration 15Q: 3 clusters Score -4601755 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -4601984.000000 Penalty: 1021.509338
	Iteration 16Q: 3 clusters Score -4601984 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -4602203.500000 Penalty: 1021.509338
	Iteration 17Q: 3 clusters Score -4602204 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -4602479.500000 Penalty: 1021.509338
	Iteration 18Q: 3 clusters Score -4602480 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -4602770.500000 Penalty: 1021.509338
	Iteration 19Q: 3 clusters Score -4602770 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -4603072.500000 Penalty: 1021.509338
	Iteration 20F: 3 clusters Score -4603072 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -4603442.000000 Penalty: 1021.509338
	Iteration 21Q: 3 clusters Score -4603442 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -4603809.000000 Penalty: 1021.509338
	Iteration 22Q: 3 clusters Score -4603809 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -4604197.000000 Penalty: 1021.509338
	Iteration 23Q: 3 clusters Score -4604197 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -4604690.000000 Penalty: 1021.509338
	Iteration 24Q: 3 clusters Score -4604690 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -4605204.500000 Penalty: 1021.509338
	Iteration 25Q: 3 clusters Score -4605204 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -4605751.500000 Penalty: 1021.509338
	Iteration 26Q: 3 clusters Score -4605752 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -4606203.000000 Penalty: 1021.509338
	Iteration 27Q: 3 clusters Score -4606203 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -4606568.000000 Penalty: 1021.509338
	Iteration 28Q: 3 clusters Score -4606568 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -4606973.000000 Penalty: 1021.509338
	Iteration 29Q: 3 clusters Score -4606973 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -4607255.000000 Penalty: 1021.509338
	Iteration 30Q: 3 clusters Score -4607255 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -4607472.000000 Penalty: 1021.509338
	Iteration 31Q: 3 clusters Score -4607472 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -4607661.000000 Penalty: 1021.509338
	Iteration 32Q: 3 clusters Score -4607661 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -4607837.500000 Penalty: 1021.509338
	Iteration 33Q: 3 clusters Score -4607838 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -4607952.000000 Penalty: 1021.509338
	Iteration 34Q: 3 clusters Score -4607952 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -4608068.000000 Penalty: 1021.509338
	Iteration 35Q: 3 clusters Score -4608068 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -4608174.500000 Penalty: 1021.509338
	Iteration 36Q: 3 clusters Score -4608174 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -4608262.500000 Penalty: 1021.509338
	Iteration 37Q: 3 clusters Score -4608262 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -4608337.500000 Penalty: 1021.509338
	Iteration 38Q: 3 clusters Score -4608338 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -4608395.500000 Penalty: 1021.509338
	Iteration 39Q: 3 clusters Score -4608396 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -4608445.500000 Penalty: 1021.509338
	Iteration 40F: 3 clusters Score -4608446 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -4608522.000000 Penalty: 1021.509338
	Iteration 41Q: 3 clusters Score -4608522 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -4608592.000000 Penalty: 1021.509338
	Iteration 42Q: 3 clusters Score -4608592 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -4608673.500000 Penalty: 1021.509338
	Iteration 43Q: 3 clusters Score -4608674 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -4608721.500000 Penalty: 1021.509338
	Iteration 44Q: 3 clusters Score -4608722 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -4608756.500000 Penalty: 1021.509338
	Iteration 45Q: 3 clusters Score -4608756 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -4608811.500000 Penalty: 1021.509338
	Iteration 46Q: 3 clusters Score -4608812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -4608849.500000 Penalty: 1021.509338
	Iteration 47Q: 3 clusters Score -4608850 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -4608893.000000 Penalty: 1021.509338
	Iteration 48Q: 3 clusters Score -4608893 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -4608930.500000 Penalty: 1021.509338
	Iteration 49Q: 3 clusters Score -4608930 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4608961 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -4609019.500000 Penalty: 1021.509338
	Iteration 51Q: 3 clusters Score -4609020 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -4609040.000000 Penalty: 1021.509338
	Iteration 52Q: 3 clusters Score -4609040 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -4609094.500000 Penalty: 1021.509338
	Iteration 53Q: 3 clusters Score -4609094 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -4609148.500000 Penalty: 1021.509338
	Iteration 54Q: 3 clusters Score -4609148 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -4609196.000000 Penalty: 1021.509338
	Iteration 55Q: 3 clusters Score -4609196 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -4609217.000000 Penalty: 1021.509338
	Iteration 56Q: 3 clusters Score -4609217 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -4609254.500000 Penalty: 1021.509338
	Iteration 57Q: 3 clusters Score -4609254 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -4609286.000000 Penalty: 1021.509338
	Iteration 58Q: 3 clusters Score -4609286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -4609336.000000 Penalty: 1021.509338
	Iteration 59Q: 3 clusters Score -4609336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -4609357.000000 Penalty: 1021.509338
	Iteration 60F: 3 clusters Score -4609357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -4609373.000000 Penalty: 1021.509338
	Iteration 61Q: 3 clusters Score -4609373 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -4609401.000000 Penalty: 1021.509338
	Iteration 62Q: 3 clusters Score -4609401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -4609409.000000 Penalty: 1021.509338
	Iteration 63Q: 3 clusters Score -4609409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -4609414.000000 Penalty: 1021.509338
	Iteration 64Q: 3 clusters Score -4609414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -4609422.000000 Penalty: 1021.509338
	Iteration 65Q: 3 clusters Score -4609422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -4609427.000000 Penalty: 1021.509338
	Iteration 66Q: 3 clusters Score -4609427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -4609428.500000 Penalty: 1021.509338
	Iteration 67Q: 3 clusters Score -4609428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -4609446.500000 Penalty: 1021.509338
	Iteration 68Q: 3 clusters Score -4609446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -4609435.000000 Penalty: 1021.509338
	Iteration 69Q: 3 clusters Score -4609435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -4609463.000000 Penalty: 1021.509338
	Iteration 70Q: 3 clusters Score -4609463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -4609476.000000 Penalty: 1021.509338
	Iteration 71Q: 3 clusters Score -4609476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -4609471.000000 Penalty: 1021.509338
	Iteration 72Q: 3 clusters Score -4609471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -4609495.500000 Penalty: 1021.509338
	Iteration 73Q: 3 clusters Score -4609496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -4609507.500000 Penalty: 1021.509338
	Iteration 74Q: 3 clusters Score -4609508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -4609511.000000 Penalty: 1021.509338
	Iteration 75Q: 3 clusters Score -4609511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -4609514.000000 Penalty: 1021.509338
	Iteration 76Q: 3 clusters Score -4609514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -4609535.500000 Penalty: 1021.509338
	Iteration 77Q: 3 clusters Score -4609536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -4609545.000000 Penalty: 1021.509338
	Iteration 78Q: 3 clusters Score -4609545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -4609550.500000 Penalty: 1021.509338
	Iteration 79Q: 3 clusters Score -4609550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -4609582.000000 Penalty: 1021.509338
	Iteration 80F: 3 clusters Score -4609582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -4609588.500000 Penalty: 1021.509338
	Iteration 81Q: 3 clusters Score -4609588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -4609586.000000 Penalty: 1021.509338
	Iteration 82Q: 3 clusters Score -4609586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -4609584.500000 Penalty: 1021.509338
	Iteration 83Q: 3 clusters Score -4609584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -4609576.000000 Penalty: 1021.509338
	Iteration 84Q: 3 clusters Score -4609576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 66548 members 
Entering Unmasked Estep 
Score: -4609580.500000 Penalty: 1021.509338
	Iteration 85Q: 3 clusters Score -4609580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -4609594.500000 Penalty: 1021.509338
	Iteration 86Q: 3 clusters Score -4609594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -4609602.000000 Penalty: 1021.509338
	Iteration 87Q: 3 clusters Score -4609602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -4609603.000000 Penalty: 1021.509338
	Iteration 88Q: 3 clusters Score -4609603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -4609604.500000 Penalty: 1021.509338
	Iteration 89Q: 3 clusters Score -4609604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -4609612.500000 Penalty: 1021.509338
	Iteration 90Q: 3 clusters Score -4609612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -4609614.000000 Penalty: 1021.509338
	Iteration 91Q: 3 clusters Score -4609614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -4609621.000000 Penalty: 1021.509338
	Iteration 92Q: 3 clusters Score -4609621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -4609622.000000 Penalty: 1021.509338
	Iteration 93Q: 3 clusters Score -4609622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -4609629.500000 Penalty: 1021.509338
	Iteration 94Q: 3 clusters Score -4609630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -4609627.500000 Penalty: 1021.509338
	Iteration 95Q: 3 clusters Score -4609628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -4609634.000000 Penalty: 1021.509338
	Iteration 96Q: 3 clusters Score -4609634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -4609633.500000 Penalty: 1021.509338
	Iteration 97Q: 3 clusters Score -4609634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -4609641.500000 Penalty: 1021.509338
	Iteration 98Q: 3 clusters Score -4609642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -4609647.000000 Penalty: 1021.509338
	Iteration 99Q: 3 clusters Score -4609647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -4609646.000000 Penalty: 1021.509338
	Iteration 100F: 3 clusters Score -4609646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -4609654.500000 Penalty: 1021.509338
	Iteration 101Q: 3 clusters Score -4609654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -4609665.500000 Penalty: 1021.509338
	Iteration 102Q: 3 clusters Score -4609666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -4609682.000000 Penalty: 1021.509338
	Iteration 103Q: 3 clusters Score -4609682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -4609684.000000 Penalty: 1021.509338
	Iteration 104Q: 3 clusters Score -4609684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -4609696.500000 Penalty: 1021.509338
	Iteration 105Q: 3 clusters Score -4609696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -4609705.000000 Penalty: 1021.509338
	Iteration 106Q: 3 clusters Score -4609705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -4609700.000000 Penalty: 1021.509338
	Iteration 107Q: 3 clusters Score -4609700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -4609709.500000 Penalty: 1021.509338
	Iteration 108Q: 3 clusters Score -4609710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -4609715.500000 Penalty: 1021.509338
	Iteration 109Q: 3 clusters Score -4609716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -4609733.000000 Penalty: 1021.509338
	Iteration 110Q: 3 clusters Score -4609733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
Score: -4609753.000000 Penalty: 1021.509338
	Iteration 111Q: 3 clusters Score -4609753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -4609763.500000 Penalty: 1021.509338
	Iteration 112Q: 3 clusters Score -4609764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -4609773.500000 Penalty: 1021.509338
	Iteration 113Q: 3 clusters Score -4609774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -4609772.000000 Penalty: 1021.509338
	Iteration 114Q: 3 clusters Score -4609772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -4609781.000000 Penalty: 1021.509338
	Iteration 115Q: 3 clusters Score -4609781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -4609783.000000 Penalty: 1021.509338
	Iteration 116Q: 3 clusters Score -4609783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -4609784.500000 Penalty: 1021.509338
	Iteration 117Q: 3 clusters Score -4609784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -4609784.000000 Penalty: 1021.509338
	Iteration 118Q: 3 clusters Score -4609784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -4609789.000000 Penalty: 1021.509338
	Iteration 119Q: 3 clusters Score -4609789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -4609790.500000 Penalty: 1021.509338
	Iteration 120F: 3 clusters Score -4609790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -4609792.500000 Penalty: 1021.509338
	Iteration 121Q: 3 clusters Score -4609792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -4609796.000000 Penalty: 1021.509338
	Iteration 122Q: 3 clusters Score -4609796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -4609802.000000 Penalty: 1021.509338
	Iteration 123Q: 3 clusters Score -4609802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -4609790.500000 Penalty: 1021.509338
	Iteration 124Q: 3 clusters Score -4609790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -4609797.500000 Penalty: 1021.509338
	Iteration 125Q: 3 clusters Score -4609798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -4609806.000000 Penalty: 1021.509338
	Iteration 126Q: 3 clusters Score -4609806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -4609801.500000 Penalty: 1021.509338
	Iteration 127Q: 3 clusters Score -4609802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -4609808.500000 Penalty: 1021.509338
	Iteration 128Q: 3 clusters Score -4609808 nChanged 48
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Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -4609833.500000 Penalty: 1021.509338
	Iteration 129Q: 3 clusters Score -4609834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -4609838.000000 Penalty: 1021.509338
	Iteration 130Q: 3 clusters Score -4609838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -4609841.500000 Penalty: 1021.509338
	Iteration 131Q: 3 clusters Score -4609842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -4609833.500000 Penalty: 1021.509338
	Iteration 132Q: 3 clusters Score -4609834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -4609847.500000 Penalty: 1021.509338
	Iteration 133Q: 3 clusters Score -4609848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -4609842.000000 Penalty: 1021.509338
	Iteration 134Q: 3 clusters Score -4609842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -4609847.000000 Penalty: 1021.509338
	Iteration 135Q: 3 clusters Score -4609847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -4609855.000000 Penalty: 1021.509338
	Iteration 136Q: 3 clusters Score -4609855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -4609856.000000 Penalty: 1021.509338
	Iteration 137Q: 3 clusters Score -4609856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -4609859.000000 Penalty: 1021.509338
	Iteration 138Q: 3 clusters Score -4609859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -4609861.000000 Penalty: 1021.509338
	Iteration 139Q: 3 clusters Score -4609861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -4609870.000000 Penalty: 1021.509338
	Iteration 140F: 3 clusters Score -4609870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6107 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4609894 nChanged 44
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Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6017 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4609909 nChanged 46
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Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 69035 members 
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	Iteration 148Q: 3 clusters Score -4609909 nChanged 45
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Mstep: Class 1 contains 5930 members 
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	Iteration 149Q: 3 clusters Score -4609920 nChanged 55
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Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4609929 nChanged 46
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Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4609930 nChanged 39
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Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4609940 nChanged 23
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Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4609948 nChanged 21
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Mstep: Class 1 contains 5750 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 69354 members 
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Mstep: Class 1 contains 5630 members 
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Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4609961 nChanged 36
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Mstep: Class 1 contains 5567 members 
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Mstep: Class 1 contains 5537 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4609971 nChanged 24
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Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 69497 members 
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	Iteration 165Q: 3 clusters Score -4609974 nChanged 30
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Mstep: Class 1 contains 5433 members 
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 69620 members 
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	Iteration 168Q: 3 clusters Score -4609990 nChanged 18
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Mstep: Class 1 contains 5372 members 
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	Iteration 169Q: 3 clusters Score -4609988 nChanged 20
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Mstep: Class 1 contains 5287 members 
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	Iteration 174Q: 3 clusters Score -4609996 nChanged 24
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Mstep: Class 1 contains 5244 members 
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Mstep: Class 1 contains 5217 members 
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Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 69861 members 
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Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 69891 members 
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	Iteration 179Q: 3 clusters Score -4610012 nChanged 37
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Mstep: Class 1 contains 5082 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4610016 nChanged 44
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Mstep: Class 1 contains 5038 members 
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	Iteration 181Q: 3 clusters Score -4610012 nChanged 42
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 70012 members 
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	Iteration 182Q: 3 clusters Score -4610008 nChanged 38
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Mstep: Class 1 contains 4960 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4610014 nChanged 44
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Mstep: Class 1 contains 4916 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4874 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4610020 nChanged 43
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Mstep: Class 1 contains 4831 members 
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	Iteration 186Q: 3 clusters Score -4610020 nChanged 35
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Mstep: Class 1 contains 4798 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4610022 nChanged 34
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4610041 nChanged 22
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Mstep: Class 1 contains 4681 members 
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	Iteration 191Q: 3 clusters Score -4610037 nChanged 18
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Mstep: Class 1 contains 4665 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4610049 nChanged 26
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Mstep: Class 1 contains 4641 members 
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	Iteration 193Q: 3 clusters Score -4610054 nChanged 19
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Mstep: Class 1 contains 4622 members 
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	Iteration 194Q: 3 clusters Score -4610062 nChanged 19
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	Iteration 195Q: 3 clusters Score -4610063 nChanged 25
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4610059 nChanged 30
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Mstep: Class 1 contains 4550 members 
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	Iteration 197Q: 3 clusters Score -4610058 nChanged 28
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Mstep: Class 1 contains 4524 members 
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	Iteration 198Q: 3 clusters Score -4610060 nChanged 33
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	Iteration 199Q: 3 clusters Score -4610068 nChanged 31
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Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4610074 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4427 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4610082 nChanged 34
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Mstep: Class 1 contains 4395 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4610085 nChanged 39
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Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 70654 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4610087 nChanged 45
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Mstep: Class 1 contains 4311 members 
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	Iteration 204Q: 3 clusters Score -4610098 nChanged 42
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Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 70741 members 
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	Iteration 205Q: 3 clusters Score -4610099 nChanged 45
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	Iteration 206Q: 3 clusters Score -4610107 nChanged 49
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Mstep: Class 1 contains 4175 members 
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	Iteration 207Q: 3 clusters Score -4610112 nChanged 52
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4610106 nChanged 47
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Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4610118 nChanged 38
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Mstep: Class 1 contains 4040 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4610120 nChanged 39
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -4610131.500000 Penalty: 1021.509338
	Iteration 211Q: 3 clusters Score -4610132 nChanged 44
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Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4610138 nChanged 44
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Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4610144 nChanged 43
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Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4610167 nChanged 46
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4610172 nChanged 41
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Mstep: Class 1 contains 3791 members 
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	Iteration 216Q: 3 clusters Score -4610182 nChanged 45
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Mstep: Class 1 contains 3752 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4610178 nChanged 35
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Mstep: Class 1 contains 3717 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4610194 nChanged 34
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Mstep: Class 1 contains 3683 members 
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	Iteration 219Q: 3 clusters Score -4610188 nChanged 31
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	Iteration 220F: 3 clusters Score -4610202 nChanged 25
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4610206 nChanged 24
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4610205 nChanged 32
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	Iteration 223Q: 3 clusters Score -4610205 nChanged 34
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Mstep: Class 1 contains 3537 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4610204 nChanged 35
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Mstep: Class 1 contains 3502 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4610210 nChanged 25
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Mstep: Class 1 contains 3477 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4610214 nChanged 20
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Mstep: Class 1 contains 3457 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4610220 nChanged 23
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Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4610225 nChanged 22
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Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4610228 nChanged 23
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Mstep: Class 1 contains 3389 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4610230 nChanged 14
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Mstep: Class 1 contains 3375 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4610235 nChanged 13
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Mstep: Class 1 contains 3362 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4610226 nChanged 13
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Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4610228 nChanged 14
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Mstep: Class 1 contains 3335 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4610225 nChanged 21
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Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -4610232.500000 Penalty: 1021.509338
	Iteration 235Q: 3 clusters Score -4610232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -4610233.500000 Penalty: 1021.509338
	Iteration 236Q: 3 clusters Score -4610234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -4610232.500000 Penalty: 1021.509338
	Iteration 237Q: 3 clusters Score -4610232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -4610231.000000 Penalty: 1021.509338
	Iteration 238Q: 3 clusters Score -4610231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -4610230.500000 Penalty: 1021.509338
	Iteration 239Q: 3 clusters Score -4610230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -4610230.500000 Penalty: 1021.509338
	Iteration 240F: 3 clusters Score -4610230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -4610235.500000 Penalty: 1021.509338
	Iteration 241Q: 3 clusters Score -4610236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -4610227.500000 Penalty: 1021.509338
	Iteration 242Q: 3 clusters Score -4610228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -4610233.000000 Penalty: 1021.509338
	Iteration 243Q: 3 clusters Score -4610233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -4610228.500000 Penalty: 1021.509338
	Iteration 244Q: 3 clusters Score -4610228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -4610230.500000 Penalty: 1021.509338
	Iteration 245Q: 3 clusters Score -4610230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -4610232.000000 Penalty: 1021.509338
	Iteration 246Q: 3 clusters Score -4610232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -4610232.000000 Penalty: 1021.509338
	Iteration 247F: 3 clusters Score -4610232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22295.037109 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22295.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21909.447266 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21909.45 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22037.076172 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22037.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22065.964844 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22065.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22082.494141 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -22082.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22094.544922 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -22094.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22114.160156 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22114.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22128.611328 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22128.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22135.472656 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -22135.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22141.652344 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -22141.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22152.314453 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -22152.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22155.439453 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -22155.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22157.515625 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -22157.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22160.707031 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -22160.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22162.542969 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -22162.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22164.320312 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -22164.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22164.642578 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -22164.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22164.878906 Penalty: 535.887878
	Iteration 16Q: 3 clusters Score -22164.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22165.699219 Penalty: 535.887878
	Iteration 17Q: 3 clusters Score -22165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22165.699219 Penalty: 535.887878
	Iteration 18F: 3 clusters Score -22165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Entering Unmasked Estep 
Score: -383106.750000 Penalty: 395.888580
	Iteration 0F: 2 clusters Score -383106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -379040.937500 Penalty: 791.777161
	Iteration 0F: 3 clusters Score -379040.9 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -380589.218750 Penalty: 791.777161
	Iteration 1F: 3 clusters Score -380589.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -380727.937500 Penalty: 791.777161
	Iteration 2F: 3 clusters Score -380727.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -380904.937500 Penalty: 791.777161
	Iteration 3F: 3 clusters Score -380904.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -381160.656250 Penalty: 791.777161
	Iteration 4F: 3 clusters Score -381160.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -381467.750000 Penalty: 791.777161
	Iteration 5F: 3 clusters Score -381467.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -381787.656250 Penalty: 791.777161
	Iteration 6F: 3 clusters Score -381787.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -382080.125000 Penalty: 791.777161
	Iteration 7F: 3 clusters Score -382080.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -382222.031250 Penalty: 791.777161
	Iteration 8Q: 3 clusters Score -382222 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -382298.187500 Penalty: 791.777161
	Iteration 9Q: 3 clusters Score -382298.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -382339.343750 Penalty: 791.777161
	Iteration 10Q: 3 clusters Score -382339.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -382389.375000 Penalty: 791.777161
	Iteration 11Q: 3 clusters Score -382389.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -382424.750000 Penalty: 791.777161
	Iteration 12Q: 3 clusters Score -382424.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -382451.781250 Penalty: 791.777161
	Iteration 13Q: 3 clusters Score -382451.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -382475.343750 Penalty: 791.777161
	Iteration 14Q: 3 clusters Score -382475.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -382494.968750 Penalty: 791.777161
	Iteration 15Q: 3 clusters Score -382495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -382512.593750 Penalty: 791.777161
	Iteration 16Q: 3 clusters Score -382512.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -382528.562500 Penalty: 791.777161
	Iteration 17Q: 3 clusters Score -382528.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -382544.281250 Penalty: 791.777161
	Iteration 18Q: 3 clusters Score -382544.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -382557.750000 Penalty: 791.777161
	Iteration 19Q: 3 clusters Score -382557.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -382573.843750 Penalty: 791.777161
	Iteration 20F: 3 clusters Score -382573.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -382584.125000 Penalty: 791.777161
	Iteration 21Q: 3 clusters Score -382584.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -382595.156250 Penalty: 791.777161
	Iteration 22Q: 3 clusters Score -382595.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -382606.281250 Penalty: 791.777161
	Iteration 23Q: 3 clusters Score -382606.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -382616.906250 Penalty: 791.777161
	Iteration 24Q: 3 clusters Score -382616.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -382629.875000 Penalty: 791.777161
	Iteration 25Q: 3 clusters Score -382629.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -382637.093750 Penalty: 791.777161
	Iteration 26Q: 3 clusters Score -382637.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -382646.500000 Penalty: 791.777161
	Iteration 27Q: 3 clusters Score -382646.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -382658.562500 Penalty: 791.777161
	Iteration 28Q: 3 clusters Score -382658.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -382665.531250 Penalty: 791.777161
	Iteration 29Q: 3 clusters Score -382665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -382671.750000 Penalty: 791.777161
	Iteration 30Q: 3 clusters Score -382671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -382676.906250 Penalty: 791.777161
	Iteration 31Q: 3 clusters Score -382676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -382681.250000 Penalty: 791.777161
	Iteration 32Q: 3 clusters Score -382681.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -382688.156250 Penalty: 791.777161
	Iteration 33Q: 3 clusters Score -382688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -382695.187500 Penalty: 791.777161
	Iteration 34Q: 3 clusters Score -382695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -382703.843750 Penalty: 791.777161
	Iteration 35Q: 3 clusters Score -382703.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -382713.156250 Penalty: 791.777161
	Iteration 36Q: 3 clusters Score -382713.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -382722.062500 Penalty: 791.777161
	Iteration 37Q: 3 clusters Score -382722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -382726.093750 Penalty: 791.777161
	Iteration 38Q: 3 clusters Score -382726.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -382734.437500 Penalty: 791.777161
	Iteration 39Q: 3 clusters Score -382734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -382738.906250 Penalty: 791.777161
	Iteration 40F: 3 clusters Score -382738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -382742.375000 Penalty: 791.777161
	Iteration 41Q: 3 clusters Score -382742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -382744.875000 Penalty: 791.777161
	Iteration 42Q: 3 clusters Score -382744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -382746.843750 Penalty: 791.777161
	Iteration 43Q: 3 clusters Score -382746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -382749.406250 Penalty: 791.777161
	Iteration 44Q: 3 clusters Score -382749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -382750.125000 Penalty: 791.777161
	Iteration 45Q: 3 clusters Score -382750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -382750.031250 Penalty: 791.777161
	Iteration 46Q: 3 clusters Score -382750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -382751.718750 Penalty: 791.777161
	Iteration 47Q: 3 clusters Score -382751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -382752.031250 Penalty: 791.777161
	Iteration 48Q: 3 clusters Score -382752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -382752.875000 Penalty: 791.777161
	Iteration 49Q: 3 clusters Score -382752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -382754.093750 Penalty: 791.777161
	Iteration 50Q: 3 clusters Score -382754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -382754.312500 Penalty: 791.777161
	Iteration 51Q: 3 clusters Score -382754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -382754.312500 Penalty: 791.777161
	Iteration 52F: 3 clusters Score -382754.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -8092.979980 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -8092.98 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 123 members 
Entering Unmasked Estep 
Score: -7802.220703 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7802.221 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7938.405273 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7938.405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7973.601074 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7973.601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7989.519043 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -7989.519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7994.240723 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -7994.241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7997.651855 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -7997.652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8000.449219 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -8000.449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8002.189941 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -8002.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8002.500488 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -8002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8002.500488 Penalty: 503.538452
	Iteration 9F: 3 clusters Score -8002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7848.482422 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7848.482 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 67 members 
Entering Unmasked Estep 
Score: -7604.716797 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7604.717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7640.690918 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7640.691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7657.042969 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7657.043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7667.708984 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7667.709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7667.708984 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -7667.709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Entering Unmasked Estep 
Score: -5381871.000000 Penalty: 517.024292
	Iteration 0F: 2 clusters Score -5381871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -5325547.000000 Penalty: 1034.048584
	Iteration 0F: 3 clusters Score -5325547 nChanged 41834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -5351718.000000 Penalty: 1034.048584
	Iteration 1F: 3 clusters Score -5351718 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -5353860.000000 Penalty: 1034.048584
	Iteration 2Q: 3 clusters Score -5353860 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -5357166.500000 Penalty: 1034.048584
	Iteration 3F: 3 clusters Score -5357166 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5361451.000000 Penalty: 1034.048584
	Iteration 4F: 3 clusters Score -5361451 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5366109.500000 Penalty: 1034.048584
	Iteration 5F: 3 clusters Score -5366110 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5369919.000000 Penalty: 1034.048584
	Iteration 6F: 3 clusters Score -5369919 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -5372030.000000 Penalty: 1034.048584
	Iteration 7Q: 3 clusters Score -5372030 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -5373083.000000 Penalty: 1034.048584
	Iteration 8Q: 3 clusters Score -5373083 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5373491.500000 Penalty: 1034.048584
	Iteration 9Q: 3 clusters Score -5373492 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5373837.000000 Penalty: 1034.048584
	Iteration 10Q: 3 clusters Score -5373837 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5374135.500000 Penalty: 1034.048584
	Iteration 11Q: 3 clusters Score -5374136 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -5374421.500000 Penalty: 1034.048584
	Iteration 12Q: 3 clusters Score -5374422 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5374686.000000 Penalty: 1034.048584
	Iteration 13Q: 3 clusters Score -5374686 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5374937.000000 Penalty: 1034.048584
	Iteration 14Q: 3 clusters Score -5374937 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5375191.000000 Penalty: 1034.048584
	Iteration 15Q: 3 clusters Score -5375191 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5375451.000000 Penalty: 1034.048584
	Iteration 16Q: 3 clusters Score -5375451 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -5375685.000000 Penalty: 1034.048584
	Iteration 17Q: 3 clusters Score -5375685 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -5375962.000000 Penalty: 1034.048584
	Iteration 18Q: 3 clusters Score -5375962 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5376266.000000 Penalty: 1034.048584
	Iteration 19Q: 3 clusters Score -5376266 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5376610.000000 Penalty: 1034.048584
	Iteration 20F: 3 clusters Score -5376610 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5376992.000000 Penalty: 1034.048584
	Iteration 21Q: 3 clusters Score -5376992 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -5377295.500000 Penalty: 1034.048584
	Iteration 22Q: 3 clusters Score -5377296 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -5377567.000000 Penalty: 1034.048584
	Iteration 23Q: 3 clusters Score -5377567 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -5377886.000000 Penalty: 1034.048584
	Iteration 24Q: 3 clusters Score -5377886 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5378208.500000 Penalty: 1034.048584
	Iteration 25Q: 3 clusters Score -5378208 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5378541.000000 Penalty: 1034.048584
	Iteration 26Q: 3 clusters Score -5378541 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -5378883.000000 Penalty: 1034.048584
	Iteration 27Q: 3 clusters Score -5378883 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -5379203.000000 Penalty: 1034.048584
	Iteration 28Q: 3 clusters Score -5379203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -5379486.500000 Penalty: 1034.048584
	Iteration 29Q: 3 clusters Score -5379486 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -5379690.000000 Penalty: 1034.048584
	Iteration 30Q: 3 clusters Score -5379690 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -5379867.500000 Penalty: 1034.048584
	Iteration 31Q: 3 clusters Score -5379868 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -5379995.000000 Penalty: 1034.048584
	Iteration 32Q: 3 clusters Score -5379995 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -5380126.500000 Penalty: 1034.048584
	Iteration 33Q: 3 clusters Score -5380126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5380203.500000 Penalty: 1034.048584
	Iteration 34Q: 3 clusters Score -5380204 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -5380313.000000 Penalty: 1034.048584
	Iteration 35Q: 3 clusters Score -5380313 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -5380440.000000 Penalty: 1034.048584
	Iteration 36Q: 3 clusters Score -5380440 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5380508.000000 Penalty: 1034.048584
	Iteration 37Q: 3 clusters Score -5380508 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -5380606.000000 Penalty: 1034.048584
	Iteration 38Q: 3 clusters Score -5380606 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -5380655.500000 Penalty: 1034.048584
	Iteration 39Q: 3 clusters Score -5380656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5380709.500000 Penalty: 1034.048584
	Iteration 40F: 3 clusters Score -5380710 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5380789.500000 Penalty: 1034.048584
	Iteration 41Q: 3 clusters Score -5380790 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5380829.500000 Penalty: 1034.048584
	Iteration 42Q: 3 clusters Score -5380830 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5380891.500000 Penalty: 1034.048584
	Iteration 43Q: 3 clusters Score -5380892 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5380955.500000 Penalty: 1034.048584
	Iteration 44Q: 3 clusters Score -5380956 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5380993.500000 Penalty: 1034.048584
	Iteration 45Q: 3 clusters Score -5380994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -5381040.500000 Penalty: 1034.048584
	Iteration 46Q: 3 clusters Score -5381040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5381082.500000 Penalty: 1034.048584
	Iteration 47Q: 3 clusters Score -5381082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5381113.500000 Penalty: 1034.048584
	Iteration 48Q: 3 clusters Score -5381114 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -5381152.500000 Penalty: 1034.048584
	Iteration 49Q: 3 clusters Score -5381152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -5381183.500000 Penalty: 1034.048584
	Iteration 50Q: 3 clusters Score -5381184 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -5381218.500000 Penalty: 1034.048584
	Iteration 51Q: 3 clusters Score -5381218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5381252.000000 Penalty: 1034.048584
	Iteration 52Q: 3 clusters Score -5381252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5381276.500000 Penalty: 1034.048584
	Iteration 53Q: 3 clusters Score -5381276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5381292.000000 Penalty: 1034.048584
	Iteration 54Q: 3 clusters Score -5381292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5381312.000000 Penalty: 1034.048584
	Iteration 55Q: 3 clusters Score -5381312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5381334.500000 Penalty: 1034.048584
	Iteration 56Q: 3 clusters Score -5381334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5381347.000000 Penalty: 1034.048584
	Iteration 57Q: 3 clusters Score -5381347 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5381345.000000 Penalty: 1034.048584
	Iteration 58Q: 3 clusters Score -5381345 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5381348.500000 Penalty: 1034.048584
	Iteration 59Q: 3 clusters Score -5381348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5381344.500000 Penalty: 1034.048584
	Iteration 60F: 3 clusters Score -5381344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5381363.000000 Penalty: 1034.048584
	Iteration 61Q: 3 clusters Score -5381363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5381376.000000 Penalty: 1034.048584
	Iteration 62Q: 3 clusters Score -5381376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5381384.500000 Penalty: 1034.048584
	Iteration 63Q: 3 clusters Score -5381384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5381391.000000 Penalty: 1034.048584
	Iteration 64Q: 3 clusters Score -5381391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5381404.000000 Penalty: 1034.048584
	Iteration 65Q: 3 clusters Score -5381404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5381405.000000 Penalty: 1034.048584
	Iteration 66Q: 3 clusters Score -5381405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5381423.000000 Penalty: 1034.048584
	Iteration 67Q: 3 clusters Score -5381423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5381425.500000 Penalty: 1034.048584
	Iteration 68Q: 3 clusters Score -5381426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5381417.000000 Penalty: 1034.048584
	Iteration 69Q: 3 clusters Score -5381417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5381439.500000 Penalty: 1034.048584
	Iteration 70Q: 3 clusters Score -5381440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5381444.000000 Penalty: 1034.048584
	Iteration 71Q: 3 clusters Score -5381444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5381449.000000 Penalty: 1034.048584
	Iteration 72Q: 3 clusters Score -5381449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5381452.500000 Penalty: 1034.048584
	Iteration 73Q: 3 clusters Score -5381452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5381466.500000 Penalty: 1034.048584
	Iteration 74Q: 3 clusters Score -5381466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5381467.000000 Penalty: 1034.048584
	Iteration 75Q: 3 clusters Score -5381467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5381468.000000 Penalty: 1034.048584
	Iteration 76Q: 3 clusters Score -5381468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5381477.500000 Penalty: 1034.048584
	Iteration 77Q: 3 clusters Score -5381478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5381483.500000 Penalty: 1034.048584
	Iteration 78Q: 3 clusters Score -5381484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5381485.000000 Penalty: 1034.048584
	Iteration 79Q: 3 clusters Score -5381485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5381481.500000 Penalty: 1034.048584
	Iteration 80F: 3 clusters Score -5381482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5381497.000000 Penalty: 1034.048584
	Iteration 81Q: 3 clusters Score -5381497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5381494.000000 Penalty: 1034.048584
	Iteration 82Q: 3 clusters Score -5381494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5381500.000000 Penalty: 1034.048584
	Iteration 83Q: 3 clusters Score -5381500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83369 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5381511.500000 Penalty: 1034.048584
	Iteration 84Q: 3 clusters Score -5381512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5381513.000000 Penalty: 1034.048584
	Iteration 85Q: 3 clusters Score -5381513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5381514.500000 Penalty: 1034.048584
	Iteration 86Q: 3 clusters Score -5381514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5381515.000000 Penalty: 1034.048584
	Iteration 87Q: 3 clusters Score -5381515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5381521.500000 Penalty: 1034.048584
	Iteration 88Q: 3 clusters Score -5381522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5381523.500000 Penalty: 1034.048584
	Iteration 89Q: 3 clusters Score -5381524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5381526.500000 Penalty: 1034.048584
	Iteration 90Q: 3 clusters Score -5381526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5381528.500000 Penalty: 1034.048584
	Iteration 91Q: 3 clusters Score -5381528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5381530.000000 Penalty: 1034.048584
	Iteration 92Q: 3 clusters Score -5381530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5381532.500000 Penalty: 1034.048584
	Iteration 93Q: 3 clusters Score -5381532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5381538.000000 Penalty: 1034.048584
	Iteration 94Q: 3 clusters Score -5381538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5381538.000000 Penalty: 1034.048584
	Iteration 95Q: 3 clusters Score -5381538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5381536.000000 Penalty: 1034.048584
	Iteration 96Q: 3 clusters Score -5381536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5381538.500000 Penalty: 1034.048584
	Iteration 97Q: 3 clusters Score -5381538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5381540.500000 Penalty: 1034.048584
	Iteration 98Q: 3 clusters Score -5381540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5381548.500000 Penalty: 1034.048584
	Iteration 99Q: 3 clusters Score -5381548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5381557.000000 Penalty: 1034.048584
	Iteration 100F: 3 clusters Score -5381557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5381574.000000 Penalty: 1034.048584
	Iteration 101Q: 3 clusters Score -5381574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5381572.000000 Penalty: 1034.048584
	Iteration 102Q: 3 clusters Score -5381572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5381565.000000 Penalty: 1034.048584
	Iteration 103Q: 3 clusters Score -5381565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5381564.000000 Penalty: 1034.048584
	Iteration 104Q: 3 clusters Score -5381564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5381572.500000 Penalty: 1034.048584
	Iteration 105Q: 3 clusters Score -5381572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5381579.500000 Penalty: 1034.048584
	Iteration 106Q: 3 clusters Score -5381580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5381585.500000 Penalty: 1034.048584
	Iteration 107Q: 3 clusters Score -5381586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5381585.500000 Penalty: 1034.048584
	Iteration 108Q: 3 clusters Score -5381586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5381582.500000 Penalty: 1034.048584
	Iteration 109Q: 3 clusters Score -5381582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5381596.000000 Penalty: 1034.048584
	Iteration 110Q: 3 clusters Score -5381596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5381600.000000 Penalty: 1034.048584
	Iteration 111Q: 3 clusters Score -5381600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5381606.500000 Penalty: 1034.048584
	Iteration 112Q: 3 clusters Score -5381606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5381606.500000 Penalty: 1034.048584
	Iteration 113Q: 3 clusters Score -5381606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5381603.000000 Penalty: 1034.048584
	Iteration 114Q: 3 clusters Score -5381603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5381600.000000 Penalty: 1034.048584
	Iteration 115Q: 3 clusters Score -5381600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5381599.500000 Penalty: 1034.048584
	Iteration 116Q: 3 clusters Score -5381600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5381596.500000 Penalty: 1034.048584
	Iteration 117Q: 3 clusters Score -5381596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5381594.500000 Penalty: 1034.048584
	Iteration 118Q: 3 clusters Score -5381594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5381598.000000 Penalty: 1034.048584
	Iteration 119Q: 3 clusters Score -5381598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5381600.000000 Penalty: 1034.048584
	Iteration 120F: 3 clusters Score -5381600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5381601.500000 Penalty: 1034.048584
	Iteration 121Q: 3 clusters Score -5381602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5381594.000000 Penalty: 1034.048584
	Iteration 122Q: 3 clusters Score -5381594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5381593.000000 Penalty: 1034.048584
	Iteration 123Q: 3 clusters Score -5381593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5381588.000000 Penalty: 1034.048584
	Iteration 124Q: 3 clusters Score -5381588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5381590.500000 Penalty: 1034.048584
	Iteration 125Q: 3 clusters Score -5381590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5381594.500000 Penalty: 1034.048584
	Iteration 126Q: 3 clusters Score -5381594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5381594.500000 Penalty: 1034.048584
	Iteration 127F: 3 clusters Score -5381594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (81615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Entering Unmasked Estep 
Score: -5068492.000000 Penalty: 514.594482
	Iteration 0F: 2 clusters Score -5068492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5013729.000000 Penalty: 1029.188965
	Iteration 0F: 3 clusters Score -5013729 nChanged 39908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5039075.000000 Penalty: 1029.188965
	Iteration 1F: 3 clusters Score -5039075 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -5041404.500000 Penalty: 1029.188965
	Iteration 2F: 3 clusters Score -5041404 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -5045592.500000 Penalty: 1029.188965
	Iteration 3F: 3 clusters Score -5045592 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -5051880.000000 Penalty: 1029.188965
	Iteration 4F: 3 clusters Score -5051880 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -5058585.000000 Penalty: 1029.188965
	Iteration 5F: 3 clusters Score -5058585 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -5062057.000000 Penalty: 1029.188965
	Iteration 6F: 3 clusters Score -5062057 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -5062988.500000 Penalty: 1029.188965
	Iteration 7Q: 3 clusters Score -5062988 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -5063397.000000 Penalty: 1029.188965
	Iteration 8Q: 3 clusters Score -5063397 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -5063593.500000 Penalty: 1029.188965
	Iteration 9Q: 3 clusters Score -5063594 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -5063804.000000 Penalty: 1029.188965
	Iteration 10Q: 3 clusters Score -5063804 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -5063917.500000 Penalty: 1029.188965
	Iteration 11Q: 3 clusters Score -5063918 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -5064017.500000 Penalty: 1029.188965
	Iteration 12Q: 3 clusters Score -5064018 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -5064049.000000 Penalty: 1029.188965
	Iteration 13Q: 3 clusters Score -5064049 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -5064109.000000 Penalty: 1029.188965
	Iteration 14Q: 3 clusters Score -5064109 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -5064158.500000 Penalty: 1029.188965
	Iteration 15Q: 3 clusters Score -5064158 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -5064224.000000 Penalty: 1029.188965
	Iteration 16Q: 3 clusters Score -5064224 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -5064256.000000 Penalty: 1029.188965
	Iteration 17Q: 3 clusters Score -5064256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -5064300.500000 Penalty: 1029.188965
	Iteration 18Q: 3 clusters Score -5064300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -5064323.500000 Penalty: 1029.188965
	Iteration 19Q: 3 clusters Score -5064324 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -5064371.500000 Penalty: 1029.188965
	Iteration 20F: 3 clusters Score -5064372 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -5064407.000000 Penalty: 1029.188965
	Iteration 21Q: 3 clusters Score -5064407 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -5064424.000000 Penalty: 1029.188965
	Iteration 22Q: 3 clusters Score -5064424 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -5064445.500000 Penalty: 1029.188965
	Iteration 23Q: 3 clusters Score -5064446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -5064476.500000 Penalty: 1029.188965
	Iteration 24Q: 3 clusters Score -5064476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -5064477.500000 Penalty: 1029.188965
	Iteration 25Q: 3 clusters Score -5064478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -5064493.500000 Penalty: 1029.188965
	Iteration 26Q: 3 clusters Score -5064494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -5064531.000000 Penalty: 1029.188965
	Iteration 27Q: 3 clusters Score -5064531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -5064545.000000 Penalty: 1029.188965
	Iteration 28Q: 3 clusters Score -5064545 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -5064573.500000 Penalty: 1029.188965
	Iteration 29Q: 3 clusters Score -5064574 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -5064582.000000 Penalty: 1029.188965
	Iteration 30Q: 3 clusters Score -5064582 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -5064579.000000 Penalty: 1029.188965
	Iteration 31Q: 3 clusters Score -5064579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -5064626.500000 Penalty: 1029.188965
	Iteration 32Q: 3 clusters Score -5064626 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -5064660.500000 Penalty: 1029.188965
	Iteration 33Q: 3 clusters Score -5064660 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -5064695.000000 Penalty: 1029.188965
	Iteration 34Q: 3 clusters Score -5064695 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -5064726.000000 Penalty: 1029.188965
	Iteration 35Q: 3 clusters Score -5064726 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -5064747.500000 Penalty: 1029.188965
	Iteration 36Q: 3 clusters Score -5064748 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -5064777.000000 Penalty: 1029.188965
	Iteration 37Q: 3 clusters Score -5064777 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -5064793.000000 Penalty: 1029.188965
	Iteration 38Q: 3 clusters Score -5064793 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -5064823.000000 Penalty: 1029.188965
	Iteration 39Q: 3 clusters Score -5064823 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -5064854.500000 Penalty: 1029.188965
	Iteration 40F: 3 clusters Score -5064854 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -5064860.000000 Penalty: 1029.188965
	Iteration 41Q: 3 clusters Score -5064860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -5064890.000000 Penalty: 1029.188965
	Iteration 42Q: 3 clusters Score -5064890 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -5064922.500000 Penalty: 1029.188965
	Iteration 43Q: 3 clusters Score -5064922 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5064955 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -5065028.000000 Penalty: 1029.188965
	Iteration 45Q: 3 clusters Score -5065028 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5065062 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5065094 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -5065141.000000 Penalty: 1029.188965
	Iteration 48Q: 3 clusters Score -5065141 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5065184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5065206 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -5065237.500000 Penalty: 1029.188965
	Iteration 51Q: 3 clusters Score -5065238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -5065267.000000 Penalty: 1029.188965
	Iteration 52Q: 3 clusters Score -5065267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5065302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -5065316.500000 Penalty: 1029.188965
	Iteration 54Q: 3 clusters Score -5065316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -5065329.500000 Penalty: 1029.188965
	Iteration 55Q: 3 clusters Score -5065330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5065348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -5065357.500000 Penalty: 1029.188965
	Iteration 57Q: 3 clusters Score -5065358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5065370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -5065394.000000 Penalty: 1029.188965
	Iteration 59Q: 3 clusters Score -5065394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -5065414.000000 Penalty: 1029.188965
	Iteration 60F: 3 clusters Score -5065414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -5065423.500000 Penalty: 1029.188965
	Iteration 61Q: 3 clusters Score -5065424 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -5065436.000000 Penalty: 1029.188965
	Iteration 62Q: 3 clusters Score -5065436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -5065451.500000 Penalty: 1029.188965
	Iteration 63Q: 3 clusters Score -5065452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5065463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5065480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5065490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5065505 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -5065518.500000 Penalty: 1029.188965
	Iteration 68Q: 3 clusters Score -5065518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -5065544.000000 Penalty: 1029.188965
	Iteration 69Q: 3 clusters Score -5065544 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -5065556.500000 Penalty: 1029.188965
	Iteration 70Q: 3 clusters Score -5065556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5065564 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5065588 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -5065625.500000 Penalty: 1029.188965
	Iteration 73Q: 3 clusters Score -5065626 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5065650 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5065660 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5065670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5065679 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -5065680.000000 Penalty: 1029.188965
	Iteration 78Q: 3 clusters Score -5065680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -5065713.500000 Penalty: 1029.188965
	Iteration 79Q: 3 clusters Score -5065714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -5065721.500000 Penalty: 1029.188965
	Iteration 80F: 3 clusters Score -5065722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -5065733.000000 Penalty: 1029.188965
	Iteration 81Q: 3 clusters Score -5065733 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -5065748.500000 Penalty: 1029.188965
	Iteration 82Q: 3 clusters Score -5065748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -5065779.000000 Penalty: 1029.188965
	Iteration 83Q: 3 clusters Score -5065779 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -5065791.500000 Penalty: 1029.188965
	Iteration 84Q: 3 clusters Score -5065792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5065818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5065836 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -5065861.500000 Penalty: 1029.188965
	Iteration 87Q: 3 clusters Score -5065862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -5065884.500000 Penalty: 1029.188965
	Iteration 88Q: 3 clusters Score -5065884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5065904 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5065936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5065968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5065992 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -5066001.500000 Penalty: 1029.188965
	Iteration 93Q: 3 clusters Score -5066002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 70166 members 
Entering Unmasked Estep 
Score: -5066022.500000 Penalty: 1029.188965
	Iteration 94Q: 3 clusters Score -5066022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -5066041.500000 Penalty: 1029.188965
	Iteration 95Q: 3 clusters Score -5066042 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5066060 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -5066080.500000 Penalty: 1029.188965
	Iteration 97Q: 3 clusters Score -5066080 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -5066093.500000 Penalty: 1029.188965
	Iteration 98Q: 3 clusters Score -5066094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -5066116.000000 Penalty: 1029.188965
	Iteration 99Q: 3 clusters Score -5066116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5066134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -5066149.500000 Penalty: 1029.188965
	Iteration 101Q: 3 clusters Score -5066150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -5066161.500000 Penalty: 1029.188965
	Iteration 102Q: 3 clusters Score -5066162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -5066189.000000 Penalty: 1029.188965
	Iteration 103Q: 3 clusters Score -5066189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -5066203.500000 Penalty: 1029.188965
	Iteration 104Q: 3 clusters Score -5066204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -5066224.500000 Penalty: 1029.188965
	Iteration 105Q: 3 clusters Score -5066224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5066240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -5066237.000000 Penalty: 1029.188965
	Iteration 107Q: 3 clusters Score -5066237 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5066245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -5066246.000000 Penalty: 1029.188965
	Iteration 109Q: 3 clusters Score -5066246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5066271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5066280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5066268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5066285 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5066282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5066296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5066306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -5066324.000000 Penalty: 1029.188965
	Iteration 117Q: 3 clusters Score -5066324 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5066334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -5066348.500000 Penalty: 1029.188965
	Iteration 119Q: 3 clusters Score -5066348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -5066361.500000 Penalty: 1029.188965
	Iteration 120F: 3 clusters Score -5066362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -5066395.000000 Penalty: 1029.188965
	Iteration 121Q: 3 clusters Score -5066395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -5066409.500000 Penalty: 1029.188965
	Iteration 122Q: 3 clusters Score -5066410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -5066427.000000 Penalty: 1029.188965
	Iteration 123Q: 3 clusters Score -5066427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -5066445.000000 Penalty: 1029.188965
	Iteration 124Q: 3 clusters Score -5066445 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -5066438.000000 Penalty: 1029.188965
	Iteration 125Q: 3 clusters Score -5066438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5066467 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -5066492.000000 Penalty: 1029.188965
	Iteration 127Q: 3 clusters Score -5066492 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -5066521.000000 Penalty: 1029.188965
	Iteration 128Q: 3 clusters Score -5066521 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -5066552.000000 Penalty: 1029.188965
	Iteration 129Q: 3 clusters Score -5066552 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -5066561.500000 Penalty: 1029.188965
	Iteration 130Q: 3 clusters Score -5066562 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -5066601.500000 Penalty: 1029.188965
	Iteration 131Q: 3 clusters Score -5066602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -5066633.000000 Penalty: 1029.188965
	Iteration 132Q: 3 clusters Score -5066633 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -5066664.000000 Penalty: 1029.188965
	Iteration 133Q: 3 clusters Score -5066664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -5066704.000000 Penalty: 1029.188965
	Iteration 134Q: 3 clusters Score -5066704 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5066972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5067074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5067232 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5067370 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5067412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5067475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5067526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5067554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5067584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5067624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5067650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5067680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5067693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5067704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5067726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5067752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5067770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5067782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5067792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5067791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5067786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5067804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5067800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5067814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5067844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5067878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5067906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5067922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5067940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5067944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -5067959.000000 Penalty: 1029.188965
	Iteration 175Q: 3 clusters Score -5067959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5067962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5067962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5067981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5067976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5067980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5067993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5067984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5068000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5068010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5068017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5068006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -5068012.500000 Penalty: 1029.188965
	Iteration 187Q: 3 clusters Score -5068012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5068020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -5068032.000000 Penalty: 1029.188965
	Iteration 189Q: 3 clusters Score -5068032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5068032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5068044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5068049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5068038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5068036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -5068039.000000 Penalty: 1029.188965
	Iteration 195Q: 3 clusters Score -5068039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5068038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -5068037.500000 Penalty: 1029.188965
	Iteration 197Q: 3 clusters Score -5068038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5068044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -5068042.000000 Penalty: 1029.188965
	Iteration 199Q: 3 clusters Score -5068042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -5068043.000000 Penalty: 1029.188965
	Iteration 200F: 3 clusters Score -5068043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5068054 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5068050 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5068054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -5068055.000000 Penalty: 1029.188965
	Iteration 204Q: 3 clusters Score -5068055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5068066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -5068064.500000 Penalty: 1029.188965
	Iteration 206Q: 3 clusters Score -5068064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -5068061.000000 Penalty: 1029.188965
	Iteration 207Q: 3 clusters Score -5068061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5068068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -5068067.000000 Penalty: 1029.188965
	Iteration 209Q: 3 clusters Score -5068067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -5068065.500000 Penalty: 1029.188965
	Iteration 210Q: 3 clusters Score -5068066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -5068071.000000 Penalty: 1029.188965
	Iteration 211Q: 3 clusters Score -5068071 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5068070 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -5068073.500000 Penalty: 1029.188965
	Iteration 213Q: 3 clusters Score -5068074 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5068073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -5068072.000000 Penalty: 1029.188965
	Iteration 215Q: 3 clusters Score -5068072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5068072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5068067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5068068 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5068072 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -5068076.000000 Penalty: 1029.188965
	Iteration 220F: 3 clusters Score -5068076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -5068085.500000 Penalty: 1029.188965
	Iteration 221Q: 3 clusters Score -5068086 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5068080 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -5068090.000000 Penalty: 1029.188965
	Iteration 223Q: 3 clusters Score -5068090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -5068097.000000 Penalty: 1029.188965
	Iteration 224Q: 3 clusters Score -5068097 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -5068100.500000 Penalty: 1029.188965
	Iteration 225Q: 3 clusters Score -5068100 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5068106 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5068106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -5068104.500000 Penalty: 1029.188965
	Iteration 228Q: 3 clusters Score -5068104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -5068104.500000 Penalty: 1029.188965
	Iteration 229Q: 3 clusters Score -5068104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -5068104.500000 Penalty: 1029.188965
	Iteration 230Q: 3 clusters Score -5068104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -5068106.500000 Penalty: 1029.188965
	Iteration 231Q: 3 clusters Score -5068106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -5068109.000000 Penalty: 1029.188965
	Iteration 232Q: 3 clusters Score -5068109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -5068113.500000 Penalty: 1029.188965
	Iteration 233Q: 3 clusters Score -5068114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -5068111.000000 Penalty: 1029.188965
	Iteration 234Q: 3 clusters Score -5068111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -5068109.500000 Penalty: 1029.188965
	Iteration 235Q: 3 clusters Score -5068110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -5068110.000000 Penalty: 1029.188965
	Iteration 236Q: 3 clusters Score -5068110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -5068107.000000 Penalty: 1029.188965
	Iteration 237Q: 3 clusters Score -5068107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -5068110.500000 Penalty: 1029.188965
	Iteration 238Q: 3 clusters Score -5068110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -5068111.000000 Penalty: 1029.188965
	Iteration 239Q: 3 clusters Score -5068111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -5068111.500000 Penalty: 1029.188965
	Iteration 240F: 3 clusters Score -5068112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -5068114.500000 Penalty: 1029.188965
	Iteration 241Q: 3 clusters Score -5068114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -5068114.000000 Penalty: 1029.188965
	Iteration 242Q: 3 clusters Score -5068114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -5068114.000000 Penalty: 1029.188965
	Iteration 243Q: 3 clusters Score -5068114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -5068121.500000 Penalty: 1029.188965
	Iteration 244Q: 3 clusters Score -5068122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -5068115.500000 Penalty: 1029.188965
	Iteration 245Q: 3 clusters Score -5068116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -5068113.500000 Penalty: 1029.188965
	Iteration 246Q: 3 clusters Score -5068114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -5068115.000000 Penalty: 1029.188965
	Iteration 247Q: 3 clusters Score -5068115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -5068116.000000 Penalty: 1029.188965
	Iteration 248Q: 3 clusters Score -5068116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5068118.000000 Penalty: 1029.188965
	Iteration 249Q: 3 clusters Score -5068118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -5068117.000000 Penalty: 1029.188965
	Iteration 250Q: 3 clusters Score -5068117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -5068117.000000 Penalty: 1029.188965
	Iteration 251Q: 3 clusters Score -5068117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -5068122.500000 Penalty: 1029.188965
	Iteration 252Q: 3 clusters Score -5068122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -5068120.500000 Penalty: 1029.188965
	Iteration 253Q: 3 clusters Score -5068120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -5068121.000000 Penalty: 1029.188965
	Iteration 254Q: 3 clusters Score -5068121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -5068118.500000 Penalty: 1029.188965
	Iteration 255Q: 3 clusters Score -5068118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -5068121.500000 Penalty: 1029.188965
	Iteration 256Q: 3 clusters Score -5068122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -5068119.500000 Penalty: 1029.188965
	Iteration 257Q: 3 clusters Score -5068120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -5068118.000000 Penalty: 1029.188965
	Iteration 258Q: 3 clusters Score -5068118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -5068119.500000 Penalty: 1029.188965
	Iteration 259Q: 3 clusters Score -5068120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -5068121.000000 Penalty: 1029.188965
	Iteration 260F: 3 clusters Score -5068121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -10229.728516 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -10229.73 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 68 members 
Entering Unmasked Estep 
Score: -9972.967773 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -9972.968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10010.707031 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -10010.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10029.156250 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -10029.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10043.155273 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -10043.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10043.786133 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -10043.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10043.786133 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -10043.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24088.816406 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24088.82 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24223.679688 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24223.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24292.314453 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24292.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24341.968750 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -24341.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24371.255859 Penalty: 544.995483
	Iteration 4F: 3 clusters Score -24371.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24391.435547 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24391.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24401.904297 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24404.845703 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24404.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24408.439453 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24408.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24409.802734 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -24409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24414.800781 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -24414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24419.791016 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -24419.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24426.332031 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -24426.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24429.974609 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -24429.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24432.222656 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -24432.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24433.259766 Penalty: 544.995483
	Iteration 15Q: 3 clusters Score -24433.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24433.259766 Penalty: 544.995483
	Iteration 16F: 3 clusters Score -24433.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -10965.349609 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -10965.35 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: -10682.223633 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10682.22 nChanged 54
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: -10742.397461 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10742.4 nChanged 11
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: -10757.550781 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10757.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10762.224609 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10762.22 nChanged 3
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: -10768.865234 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10768.87 nChanged 2
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: -10773.611328 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10773.61 nChanged 2
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: -10775.975586 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -10775.98 nChanged 2
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: -10777.824219 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -10777.82 nChanged 1
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: -10782.504883 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -10782.5 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: -10784.906250 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -10784.91 nChanged 2
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: -10786.199219 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -10786.2 nChanged 0
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: -10786.199219 Penalty: 485.715973
	Iteration 11F: 3 clusters Score -10786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Entering Unmasked Estep 
Score: -5101817.000000 Penalty: 514.482849
	Iteration 0F: 2 clusters Score -5101817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -5047066.000000 Penalty: 1028.965698
	Iteration 0F: 3 clusters Score -5047066 nChanged 39857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5071193.000000 Penalty: 1028.965698
	Iteration 1F: 3 clusters Score -5071193 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5072291.500000 Penalty: 1028.965698
	Iteration 2Q: 3 clusters Score -5072292 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5073909.000000 Penalty: 1028.965698
	Iteration 3Q: 3 clusters Score -5073909 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -5076366.500000 Penalty: 1028.965698
	Iteration 4F: 3 clusters Score -5076366 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5080096.500000 Penalty: 1028.965698
	Iteration 5F: 3 clusters Score -5080096 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -5084282.500000 Penalty: 1028.965698
	Iteration 6F: 3 clusters Score -5084282 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -5087356.000000 Penalty: 1028.965698
	Iteration 7F: 3 clusters Score -5087356 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -5088692.000000 Penalty: 1028.965698
	Iteration 8Q: 3 clusters Score -5088692 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -5089171.000000 Penalty: 1028.965698
	Iteration 9Q: 3 clusters Score -5089171 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -5089528.500000 Penalty: 1028.965698
	Iteration 10Q: 3 clusters Score -5089528 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -5089820.000000 Penalty: 1028.965698
	Iteration 11Q: 3 clusters Score -5089820 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -5090193.000000 Penalty: 1028.965698
	Iteration 12Q: 3 clusters Score -5090193 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -5090605.000000 Penalty: 1028.965698
	Iteration 13Q: 3 clusters Score -5090605 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -5091045.500000 Penalty: 1028.965698
	Iteration 14Q: 3 clusters Score -5091046 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -5091549.000000 Penalty: 1028.965698
	Iteration 15Q: 3 clusters Score -5091549 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -5092019.000000 Penalty: 1028.965698
	Iteration 16Q: 3 clusters Score -5092019 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -5092606.000000 Penalty: 1028.965698
	Iteration 17Q: 3 clusters Score -5092606 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -5093224.500000 Penalty: 1028.965698
	Iteration 18Q: 3 clusters Score -5093224 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -5093953.500000 Penalty: 1028.965698
	Iteration 19Q: 3 clusters Score -5093954 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -5094733.500000 Penalty: 1028.965698
	Iteration 20F: 3 clusters Score -5094734 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -5095532.500000 Penalty: 1028.965698
	Iteration 21Q: 3 clusters Score -5095532 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -5096360.000000 Penalty: 1028.965698
	Iteration 22Q: 3 clusters Score -5096360 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -5097179.000000 Penalty: 1028.965698
	Iteration 23Q: 3 clusters Score -5097179 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -5098027.000000 Penalty: 1028.965698
	Iteration 24Q: 3 clusters Score -5098027 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -5098801.500000 Penalty: 1028.965698
	Iteration 25Q: 3 clusters Score -5098802 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -5099510.000000 Penalty: 1028.965698
	Iteration 26Q: 3 clusters Score -5099510 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -5100101.000000 Penalty: 1028.965698
	Iteration 27Q: 3 clusters Score -5100101 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -5100512.500000 Penalty: 1028.965698
	Iteration 28Q: 3 clusters Score -5100512 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -5100821.000000 Penalty: 1028.965698
	Iteration 29Q: 3 clusters Score -5100821 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -5101023.500000 Penalty: 1028.965698
	Iteration 30Q: 3 clusters Score -5101024 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -5101142.000000 Penalty: 1028.965698
	Iteration 31Q: 3 clusters Score -5101142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -5101221.000000 Penalty: 1028.965698
	Iteration 32Q: 3 clusters Score -5101221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -5101264.000000 Penalty: 1028.965698
	Iteration 33Q: 3 clusters Score -5101264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -5101293.000000 Penalty: 1028.965698
	Iteration 34Q: 3 clusters Score -5101293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -5101309.000000 Penalty: 1028.965698
	Iteration 35Q: 3 clusters Score -5101309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -5101327.500000 Penalty: 1028.965698
	Iteration 36Q: 3 clusters Score -5101328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -5101334.000000 Penalty: 1028.965698
	Iteration 37Q: 3 clusters Score -5101334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -5101336.500000 Penalty: 1028.965698
	Iteration 38Q: 3 clusters Score -5101336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -5101344.000000 Penalty: 1028.965698
	Iteration 39Q: 3 clusters Score -5101344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -5101351.500000 Penalty: 1028.965698
	Iteration 40F: 3 clusters Score -5101352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -5101350.500000 Penalty: 1028.965698
	Iteration 41Q: 3 clusters Score -5101350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -5101352.500000 Penalty: 1028.965698
	Iteration 42Q: 3 clusters Score -5101352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -5101359.500000 Penalty: 1028.965698
	Iteration 43Q: 3 clusters Score -5101360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -5101361.500000 Penalty: 1028.965698
	Iteration 44Q: 3 clusters Score -5101362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -5101361.000000 Penalty: 1028.965698
	Iteration 45Q: 3 clusters Score -5101361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -5101361.500000 Penalty: 1028.965698
	Iteration 46Q: 3 clusters Score -5101362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5101362.500000 Penalty: 1028.965698
	Iteration 47Q: 3 clusters Score -5101362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -5101362.500000 Penalty: 1028.965698
	Iteration 48F: 3 clusters Score -5101362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (86624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Entering Unmasked Estep 
Score: -5413695.000000 Penalty: 517.304626
	Iteration 0F: 2 clusters Score -5413695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -5355343.500000 Penalty: 1034.609253
	Iteration 0F: 3 clusters Score -5355344 nChanged 42385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -5380839.500000 Penalty: 1034.609253
	Iteration 1F: 3 clusters Score -5380840 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -5381718.500000 Penalty: 1034.609253
	Iteration 2Q: 3 clusters Score -5381718 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -5383134.500000 Penalty: 1034.609253
	Iteration 3Q: 3 clusters Score -5383134 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -5385484.000000 Penalty: 1034.609253
	Iteration 4Q: 3 clusters Score -5385484 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -5389523.000000 Penalty: 1034.609253
	Iteration 5F: 3 clusters Score -5389523 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -5395187.500000 Penalty: 1034.609253
	Iteration 6F: 3 clusters Score -5395188 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -5400935.000000 Penalty: 1034.609253
	Iteration 7F: 3 clusters Score -5400935 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -5404524.000000 Penalty: 1034.609253
	Iteration 8Q: 3 clusters Score -5404524 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -5406224.500000 Penalty: 1034.609253
	Iteration 9Q: 3 clusters Score -5406224 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -5407439.500000 Penalty: 1034.609253
	Iteration 10Q: 3 clusters Score -5407440 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -5408496.000000 Penalty: 1034.609253
	Iteration 11Q: 3 clusters Score -5408496 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -5409298.000000 Penalty: 1034.609253
	Iteration 12Q: 3 clusters Score -5409298 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -5410052.500000 Penalty: 1034.609253
	Iteration 13Q: 3 clusters Score -5410052 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -5410713.000000 Penalty: 1034.609253
	Iteration 14Q: 3 clusters Score -5410713 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -5411199.000000 Penalty: 1034.609253
	Iteration 15Q: 3 clusters Score -5411199 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -5411629.500000 Penalty: 1034.609253
	Iteration 16Q: 3 clusters Score -5411630 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -5411909.000000 Penalty: 1034.609253
	Iteration 17Q: 3 clusters Score -5411909 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -5412090.500000 Penalty: 1034.609253
	Iteration 18Q: 3 clusters Score -5412090 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -5412318.500000 Penalty: 1034.609253
	Iteration 19Q: 3 clusters Score -5412318 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -5412535.500000 Penalty: 1034.609253
	Iteration 20F: 3 clusters Score -5412536 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -5412695.000000 Penalty: 1034.609253
	Iteration 21Q: 3 clusters Score -5412695 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -5412832.500000 Penalty: 1034.609253
	Iteration 22Q: 3 clusters Score -5412832 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -5412932.500000 Penalty: 1034.609253
	Iteration 23Q: 3 clusters Score -5412932 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -5412990.000000 Penalty: 1034.609253
	Iteration 24Q: 3 clusters Score -5412990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -5413059.500000 Penalty: 1034.609253
	Iteration 25Q: 3 clusters Score -5413060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -5413102.000000 Penalty: 1034.609253
	Iteration 26Q: 3 clusters Score -5413102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -5413147.500000 Penalty: 1034.609253
	Iteration 27Q: 3 clusters Score -5413148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -5413181.000000 Penalty: 1034.609253
	Iteration 28Q: 3 clusters Score -5413181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -5413214.000000 Penalty: 1034.609253
	Iteration 29Q: 3 clusters Score -5413214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -5413240.500000 Penalty: 1034.609253
	Iteration 30Q: 3 clusters Score -5413240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -5413244.500000 Penalty: 1034.609253
	Iteration 31Q: 3 clusters Score -5413244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -5413239.000000 Penalty: 1034.609253
	Iteration 32Q: 3 clusters Score -5413239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -5413248.500000 Penalty: 1034.609253
	Iteration 33Q: 3 clusters Score -5413248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -5413253.000000 Penalty: 1034.609253
	Iteration 34Q: 3 clusters Score -5413253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -5413258.500000 Penalty: 1034.609253
	Iteration 35Q: 3 clusters Score -5413258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -5413253.500000 Penalty: 1034.609253
	Iteration 36Q: 3 clusters Score -5413254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -5413263.500000 Penalty: 1034.609253
	Iteration 37Q: 3 clusters Score -5413264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -5413261.500000 Penalty: 1034.609253
	Iteration 38Q: 3 clusters Score -5413262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -5413262.500000 Penalty: 1034.609253
	Iteration 39Q: 3 clusters Score -5413262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -5413271.000000 Penalty: 1034.609253
	Iteration 40F: 3 clusters Score -5413271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -5413274.500000 Penalty: 1034.609253
	Iteration 41Q: 3 clusters Score -5413274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -5413276.000000 Penalty: 1034.609253
	Iteration 42Q: 3 clusters Score -5413276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -5413275.500000 Penalty: 1034.609253
	Iteration 43Q: 3 clusters Score -5413276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -5413273.500000 Penalty: 1034.609253
	Iteration 44Q: 3 clusters Score -5413274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -5413277.500000 Penalty: 1034.609253
	Iteration 45Q: 3 clusters Score -5413278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -5413277.500000 Penalty: 1034.609253
	Iteration 46F: 3 clusters Score -5413278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -34603.914062 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -34603.91 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 274 members 
Entering Unmasked Estep 
Score: -34062.910156 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34062.91 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34224.050781 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34224.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34276.562500 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34276.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34319.140625 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -34319.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34345.640625 Penalty: 571.003357
	Iteration 4F: 3 clusters Score -34345.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34360.839844 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34360.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34375.957031 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34375.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34389.777344 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34389.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34402.941406 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34402.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34415.156250 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -34415.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34420.859375 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -34420.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34428.761719 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -34428.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -34429.339844 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -34429.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -34429.339844 Penalty: 571.003357
	Iteration 13F: 3 clusters Score -34429.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -8954.598633 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -8954.599 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 83 members 
Entering Unmasked Estep 
Score: -8686.991211 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -8686.991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8824.397461 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -8824.397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8888.514648 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -8888.515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8941.014648 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -8941.015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8964.717773 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -8964.718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8981.542969 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -8981.543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8995.333008 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -8995.333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8999.847656 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -8999.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9000.924805 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -9000.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9000.924805 Penalty: 474.559143
	Iteration 9F: 3 clusters Score -9000.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 82 members 
Entering Unmasked Estep 
Score: -53304560.000000 Penalty: 48026.093750
Splitting cluster 25 changes total score from -53304988.000000 to -53304560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7572.872559 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7572.873 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 73 members 
Entering Unmasked Estep 
Score: -7325.101562 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7325.102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7379.150879 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7379.151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7403.013184 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7403.013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7407.630371 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7407.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7425.302246 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7425.302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7435.703125 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7435.703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7437.313477 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7437.313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7437.313477 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -7437.313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -688277.562500 Penalty: 423.835266
	Iteration 0F: 2 clusters Score -688277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -680890.687500 Penalty: 847.670532
	Iteration 0F: 3 clusters Score -680890.7 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -683649.062500 Penalty: 847.670532
	Iteration 1F: 3 clusters Score -683649.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -683749.500000 Penalty: 847.670532
	Iteration 2Q: 3 clusters Score -683749.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -683869.312500 Penalty: 847.670532
	Iteration 3Q: 3 clusters Score -683869.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -684008.687500 Penalty: 847.670532
	Iteration 4Q: 3 clusters Score -684008.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -684187.000000 Penalty: 847.670532
	Iteration 5Q: 3 clusters Score -684187 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -684407.875000 Penalty: 847.670532
	Iteration 6Q: 3 clusters Score -684407.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -684733.812500 Penalty: 847.670532
	Iteration 7Q: 3 clusters Score -684733.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -685330.000000 Penalty: 847.670532
	Iteration 8F: 3 clusters Score -685330 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -686071.750000 Penalty: 847.670532
	Iteration 9F: 3 clusters Score -686071.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -686675.562500 Penalty: 847.670532
	Iteration 10F: 3 clusters Score -686675.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -686966.750000 Penalty: 847.670532
	Iteration 11Q: 3 clusters Score -686966.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -687129.437500 Penalty: 847.670532
	Iteration 12Q: 3 clusters Score -687129.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -687255.937500 Penalty: 847.670532
	Iteration 13Q: 3 clusters Score -687255.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -687367.750000 Penalty: 847.670532
	Iteration 14Q: 3 clusters Score -687367.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -687472.562500 Penalty: 847.670532
	Iteration 15Q: 3 clusters Score -687472.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -687564.312500 Penalty: 847.670532
	Iteration 16Q: 3 clusters Score -687564.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -687634.250000 Penalty: 847.670532
	Iteration 17Q: 3 clusters Score -687634.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -687706.125000 Penalty: 847.670532
	Iteration 18Q: 3 clusters Score -687706.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -687770.062500 Penalty: 847.670532
	Iteration 19Q: 3 clusters Score -687770.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -687846.875000 Penalty: 847.670532
	Iteration 20F: 3 clusters Score -687846.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -687915.562500 Penalty: 847.670532
	Iteration 21Q: 3 clusters Score -687915.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -687964.687500 Penalty: 847.670532
	Iteration 22Q: 3 clusters Score -687964.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -687998.187500 Penalty: 847.670532
	Iteration 23Q: 3 clusters Score -687998.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -688015.562500 Penalty: 847.670532
	Iteration 24Q: 3 clusters Score -688015.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -688029.000000 Penalty: 847.670532
	Iteration 25Q: 3 clusters Score -688029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -688041.125000 Penalty: 847.670532
	Iteration 26Q: 3 clusters Score -688041.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -688056.812500 Penalty: 847.670532
	Iteration 27Q: 3 clusters Score -688056.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -688069.250000 Penalty: 847.670532
	Iteration 28Q: 3 clusters Score -688069.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -688076.437500 Penalty: 847.670532
	Iteration 29Q: 3 clusters Score -688076.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -688079.000000 Penalty: 847.670532
	Iteration 30Q: 3 clusters Score -688079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -688082.250000 Penalty: 847.670532
	Iteration 31Q: 3 clusters Score -688082.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -688086.625000 Penalty: 847.670532
	Iteration 32Q: 3 clusters Score -688086.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -688090.125000 Penalty: 847.670532
	Iteration 33Q: 3 clusters Score -688090.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -688092.250000 Penalty: 847.670532
	Iteration 34Q: 3 clusters Score -688092.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -688097.437500 Penalty: 847.670532
	Iteration 35Q: 3 clusters Score -688097.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -688104.312500 Penalty: 847.670532
	Iteration 36Q: 3 clusters Score -688104.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -688108.937500 Penalty: 847.670532
	Iteration 37Q: 3 clusters Score -688108.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -688115.187500 Penalty: 847.670532
	Iteration 38Q: 3 clusters Score -688115.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -688120.187500 Penalty: 847.670532
	Iteration 39Q: 3 clusters Score -688120.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -688125.625000 Penalty: 847.670532
	Iteration 40F: 3 clusters Score -688125.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -688133.562500 Penalty: 847.670532
	Iteration 41Q: 3 clusters Score -688133.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -688136.937500 Penalty: 847.670532
	Iteration 42Q: 3 clusters Score -688136.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -688141.562500 Penalty: 847.670532
	Iteration 43Q: 3 clusters Score -688141.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -688145.437500 Penalty: 847.670532
	Iteration 44Q: 3 clusters Score -688145.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -688146.500000 Penalty: 847.670532
	Iteration 45Q: 3 clusters Score -688146.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -688154.750000 Penalty: 847.670532
	Iteration 46Q: 3 clusters Score -688154.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -688159.312500 Penalty: 847.670532
	Iteration 47Q: 3 clusters Score -688159.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -688161.312500 Penalty: 847.670532
	Iteration 48Q: 3 clusters Score -688161.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -688166.750000 Penalty: 847.670532
	Iteration 49Q: 3 clusters Score -688166.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -688170.562500 Penalty: 847.670532
	Iteration 50Q: 3 clusters Score -688170.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -688173.875000 Penalty: 847.670532
	Iteration 51Q: 3 clusters Score -688173.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -688176.375000 Penalty: 847.670532
	Iteration 52Q: 3 clusters Score -688176.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -688178.750000 Penalty: 847.670532
	Iteration 53Q: 3 clusters Score -688178.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -688182.375000 Penalty: 847.670532
	Iteration 54Q: 3 clusters Score -688182.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -688188.750000 Penalty: 847.670532
	Iteration 55Q: 3 clusters Score -688188.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -688194.062500 Penalty: 847.670532
	Iteration 56Q: 3 clusters Score -688194.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -688198.312500 Penalty: 847.670532
	Iteration 57Q: 3 clusters Score -688198.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -688203.250000 Penalty: 847.670532
	Iteration 58Q: 3 clusters Score -688203.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -688206.500000 Penalty: 847.670532
	Iteration 59Q: 3 clusters Score -688206.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -688206.875000 Penalty: 847.670532
	Iteration 60F: 3 clusters Score -688206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -688208.375000 Penalty: 847.670532
	Iteration 61Q: 3 clusters Score -688208.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -688210.687500 Penalty: 847.670532
	Iteration 62Q: 3 clusters Score -688210.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -688211.500000 Penalty: 847.670532
	Iteration 63Q: 3 clusters Score -688211.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -688213.812500 Penalty: 847.670532
	Iteration 64Q: 3 clusters Score -688213.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -688217.875000 Penalty: 847.670532
	Iteration 65Q: 3 clusters Score -688217.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -688220.125000 Penalty: 847.670532
	Iteration 66Q: 3 clusters Score -688220.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -688221.562500 Penalty: 847.670532
	Iteration 67Q: 3 clusters Score -688221.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -688219.937500 Penalty: 847.670532
	Iteration 68Q: 3 clusters Score -688219.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -688222.562500 Penalty: 847.670532
	Iteration 69Q: 3 clusters Score -688222.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -688225.187500 Penalty: 847.670532
	Iteration 70Q: 3 clusters Score -688225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -688224.375000 Penalty: 847.670532
	Iteration 71Q: 3 clusters Score -688224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -688223.750000 Penalty: 847.670532
	Iteration 72Q: 3 clusters Score -688223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -688225.750000 Penalty: 847.670532
	Iteration 73Q: 3 clusters Score -688225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -688225.937500 Penalty: 847.670532
	Iteration 74Q: 3 clusters Score -688225.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -688227.937500 Penalty: 847.670532
	Iteration 75Q: 3 clusters Score -688227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -688226.937500 Penalty: 847.670532
	Iteration 76Q: 3 clusters Score -688226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -688227.187500 Penalty: 847.670532
	Iteration 77Q: 3 clusters Score -688227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -688226.062500 Penalty: 847.670532
	Iteration 78Q: 3 clusters Score -688226.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -688226.937500 Penalty: 847.670532
	Iteration 79Q: 3 clusters Score -688226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -688226.000000 Penalty: 847.670532
	Iteration 80F: 3 clusters Score -688226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -688228.375000 Penalty: 847.670532
	Iteration 81Q: 3 clusters Score -688228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -688229.875000 Penalty: 847.670532
	Iteration 82Q: 3 clusters Score -688229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -688229.062500 Penalty: 847.670532
	Iteration 83Q: 3 clusters Score -688229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -688231.062500 Penalty: 847.670532
	Iteration 84Q: 3 clusters Score -688231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -688230.250000 Penalty: 847.670532
	Iteration 85Q: 3 clusters Score -688230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -688231.437500 Penalty: 847.670532
	Iteration 86Q: 3 clusters Score -688231.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -688231.500000 Penalty: 847.670532
	Iteration 87Q: 3 clusters Score -688231.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -688231.937500 Penalty: 847.670532
	Iteration 88Q: 3 clusters Score -688231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -688232.937500 Penalty: 847.670532
	Iteration 89Q: 3 clusters Score -688232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -688233.062500 Penalty: 847.670532
	Iteration 90Q: 3 clusters Score -688233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -688233.937500 Penalty: 847.670532
	Iteration 91Q: 3 clusters Score -688233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -688233.375000 Penalty: 847.670532
	Iteration 92Q: 3 clusters Score -688233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -688233.562500 Penalty: 847.670532
	Iteration 93Q: 3 clusters Score -688233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -688232.500000 Penalty: 847.670532
	Iteration 94Q: 3 clusters Score -688232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -688233.812500 Penalty: 847.670532
	Iteration 95Q: 3 clusters Score -688233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -688234.500000 Penalty: 847.670532
	Iteration 96Q: 3 clusters Score -688234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -688234.875000 Penalty: 847.670532
	Iteration 97Q: 3 clusters Score -688234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -688234.875000 Penalty: 847.670532
	Iteration 98F: 3 clusters Score -688234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Entering Unmasked Estep 
Score: -3686206.750000 Penalty: 499.515869
	Iteration 0F: 2 clusters Score -3686207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3646717.500000 Penalty: 999.031738
	Iteration 0F: 3 clusters Score -3646718 nChanged 28334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3665259.750000 Penalty: 999.031738
	Iteration 1F: 3 clusters Score -3665260 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3667055.250000 Penalty: 999.031738
	Iteration 2F: 3 clusters Score -3667055 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -3670073.750000 Penalty: 999.031738
	Iteration 3F: 3 clusters Score -3670074 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -3674253.750000 Penalty: 999.031738
	Iteration 4F: 3 clusters Score -3674254 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -3677909.000000 Penalty: 999.031738
	Iteration 5F: 3 clusters Score -3677909 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -3679876.500000 Penalty: 999.031738
	Iteration 6Q: 3 clusters Score -3679876 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -3680886.500000 Penalty: 999.031738
	Iteration 7Q: 3 clusters Score -3680886 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -3681535.500000 Penalty: 999.031738
	Iteration 8Q: 3 clusters Score -3681536 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -3682159.250000 Penalty: 999.031738
	Iteration 9Q: 3 clusters Score -3682159 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -3682776.500000 Penalty: 999.031738
	Iteration 10Q: 3 clusters Score -3682776 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -3683367.750000 Penalty: 999.031738
	Iteration 11Q: 3 clusters Score -3683368 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -3683803.500000 Penalty: 999.031738
	Iteration 12Q: 3 clusters Score -3683804 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -3684227.750000 Penalty: 999.031738
	Iteration 13Q: 3 clusters Score -3684228 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -3684545.750000 Penalty: 999.031738
	Iteration 14Q: 3 clusters Score -3684546 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -3684773.250000 Penalty: 999.031738
	Iteration 15Q: 3 clusters Score -3684773 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -3684968.250000 Penalty: 999.031738
	Iteration 16Q: 3 clusters Score -3684968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -3685143.250000 Penalty: 999.031738
	Iteration 17Q: 3 clusters Score -3685143 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -3685251.500000 Penalty: 999.031738
	Iteration 18Q: 3 clusters Score -3685252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -3685325.750000 Penalty: 999.031738
	Iteration 19Q: 3 clusters Score -3685326 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -3685390.250000 Penalty: 999.031738
	Iteration 20F: 3 clusters Score -3685390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -3685437.500000 Penalty: 999.031738
	Iteration 21Q: 3 clusters Score -3685438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -3685495.250000 Penalty: 999.031738
	Iteration 22Q: 3 clusters Score -3685495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -3685537.750000 Penalty: 999.031738
	Iteration 23Q: 3 clusters Score -3685538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -3685572.500000 Penalty: 999.031738
	Iteration 24Q: 3 clusters Score -3685572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -3685590.250000 Penalty: 999.031738
	Iteration 25Q: 3 clusters Score -3685590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -3685595.000000 Penalty: 999.031738
	Iteration 26Q: 3 clusters Score -3685595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -3685606.000000 Penalty: 999.031738
	Iteration 27Q: 3 clusters Score -3685606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -3685622.500000 Penalty: 999.031738
	Iteration 28Q: 3 clusters Score -3685622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -3685626.500000 Penalty: 999.031738
	Iteration 29Q: 3 clusters Score -3685626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -3685632.500000 Penalty: 999.031738
	Iteration 30Q: 3 clusters Score -3685632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -3685637.000000 Penalty: 999.031738
	Iteration 31Q: 3 clusters Score -3685637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -3685641.000000 Penalty: 999.031738
	Iteration 32Q: 3 clusters Score -3685641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -3685647.750000 Penalty: 999.031738
	Iteration 33Q: 3 clusters Score -3685648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -3685647.750000 Penalty: 999.031738
	Iteration 34Q: 3 clusters Score -3685648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -3685649.750000 Penalty: 999.031738
	Iteration 35Q: 3 clusters Score -3685650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -3685658.750000 Penalty: 999.031738
	Iteration 36Q: 3 clusters Score -3685659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -3685666.000000 Penalty: 999.031738
	Iteration 37Q: 3 clusters Score -3685666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -3685674.000000 Penalty: 999.031738
	Iteration 38Q: 3 clusters Score -3685674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -3685685.500000 Penalty: 999.031738
	Iteration 39Q: 3 clusters Score -3685686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -3685691.750000 Penalty: 999.031738
	Iteration 40F: 3 clusters Score -3685692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -3685691.250000 Penalty: 999.031738
	Iteration 41Q: 3 clusters Score -3685691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -3685692.750000 Penalty: 999.031738
	Iteration 42Q: 3 clusters Score -3685693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -3685696.500000 Penalty: 999.031738
	Iteration 43Q: 3 clusters Score -3685696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -3685689.000000 Penalty: 999.031738
	Iteration 44Q: 3 clusters Score -3685689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -3685693.750000 Penalty: 999.031738
	Iteration 45Q: 3 clusters Score -3685694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -3685701.250000 Penalty: 999.031738
	Iteration 46Q: 3 clusters Score -3685701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -3685704.250000 Penalty: 999.031738
	Iteration 47Q: 3 clusters Score -3685704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -3685706.500000 Penalty: 999.031738
	Iteration 48Q: 3 clusters Score -3685706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -3685707.750000 Penalty: 999.031738
	Iteration 49Q: 3 clusters Score -3685708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -3685705.250000 Penalty: 999.031738
	Iteration 50Q: 3 clusters Score -3685705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -3685709.250000 Penalty: 999.031738
	Iteration 51Q: 3 clusters Score -3685709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -3685710.500000 Penalty: 999.031738
	Iteration 52Q: 3 clusters Score -3685710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -3685710.750000 Penalty: 999.031738
	Iteration 53Q: 3 clusters Score -3685711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -3685714.500000 Penalty: 999.031738
	Iteration 54Q: 3 clusters Score -3685714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -3685718.500000 Penalty: 999.031738
	Iteration 55Q: 3 clusters Score -3685718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -3685722.750000 Penalty: 999.031738
	Iteration 56Q: 3 clusters Score -3685723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -3685724.000000 Penalty: 999.031738
	Iteration 57Q: 3 clusters Score -3685724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -3685730.750000 Penalty: 999.031738
	Iteration 58Q: 3 clusters Score -3685731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -3685730.750000 Penalty: 999.031738
	Iteration 59Q: 3 clusters Score -3685731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -3685726.250000 Penalty: 999.031738
	Iteration 60F: 3 clusters Score -3685726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -3685731.500000 Penalty: 999.031738
	Iteration 61Q: 3 clusters Score -3685732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -3685738.250000 Penalty: 999.031738
	Iteration 62Q: 3 clusters Score -3685738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -3685736.500000 Penalty: 999.031738
	Iteration 63Q: 3 clusters Score -3685736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -3685740.500000 Penalty: 999.031738
	Iteration 64Q: 3 clusters Score -3685740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -3685737.000000 Penalty: 999.031738
	Iteration 65Q: 3 clusters Score -3685737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -3685737.500000 Penalty: 999.031738
	Iteration 66Q: 3 clusters Score -3685738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -3685737.500000 Penalty: 999.031738
	Iteration 67F: 3 clusters Score -3685738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -129401.523438 Penalty: 346.293793
	Iteration 0F: 2 clusters Score -129401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -127975.687500 Penalty: 692.587585
	Iteration 0F: 3 clusters Score -127975.7 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -128535.578125 Penalty: 692.587585
	Iteration 1F: 3 clusters Score -128535.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -128721.257812 Penalty: 692.587585
	Iteration 2F: 3 clusters Score -128721.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128893.648438 Penalty: 692.587585
	Iteration 3F: 3 clusters Score -128893.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -128999.234375 Penalty: 692.587585
	Iteration 4F: 3 clusters Score -128999.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -129056.140625 Penalty: 692.587585
	Iteration 5Q: 3 clusters Score -129056.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -129084.921875 Penalty: 692.587585
	Iteration 6Q: 3 clusters Score -129084.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129110.179688 Penalty: 692.587585
	Iteration 7Q: 3 clusters Score -129110.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -129128.750000 Penalty: 692.587585
	Iteration 8Q: 3 clusters Score -129128.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -129142.515625 Penalty: 692.587585
	Iteration 9Q: 3 clusters Score -129142.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -129158.257812 Penalty: 692.587585
	Iteration 10Q: 3 clusters Score -129158.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -129177.843750 Penalty: 692.587585
	Iteration 11Q: 3 clusters Score -129177.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -129186.773438 Penalty: 692.587585
	Iteration 12Q: 3 clusters Score -129186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -129189.656250 Penalty: 692.587585
	Iteration 13Q: 3 clusters Score -129189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -129192.343750 Penalty: 692.587585
	Iteration 14Q: 3 clusters Score -129192.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -129194.234375 Penalty: 692.587585
	Iteration 15Q: 3 clusters Score -129194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -129196.359375 Penalty: 692.587585
	Iteration 16Q: 3 clusters Score -129196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129199.203125 Penalty: 692.587585
	Iteration 17Q: 3 clusters Score -129199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129202.007812 Penalty: 692.587585
	Iteration 18Q: 3 clusters Score -129202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129204.429688 Penalty: 692.587585
	Iteration 19Q: 3 clusters Score -129204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -129207.234375 Penalty: 692.587585
	Iteration 20F: 3 clusters Score -129207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -129209.585938 Penalty: 692.587585
	Iteration 21Q: 3 clusters Score -129209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129211.093750 Penalty: 692.587585
	Iteration 22Q: 3 clusters Score -129211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129213.789062 Penalty: 692.587585
	Iteration 23Q: 3 clusters Score -129213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -129217.164062 Penalty: 692.587585
	Iteration 24Q: 3 clusters Score -129217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -129219.945312 Penalty: 692.587585
	Iteration 25Q: 3 clusters Score -129219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -129221.101562 Penalty: 692.587585
	Iteration 26Q: 3 clusters Score -129221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -129221.226562 Penalty: 692.587585
	Iteration 27Q: 3 clusters Score -129221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -129221.414062 Penalty: 692.587585
	Iteration 28Q: 3 clusters Score -129221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -129221.640625 Penalty: 692.587585
	Iteration 29Q: 3 clusters Score -129221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129221.523438 Penalty: 692.587585
	Iteration 30Q: 3 clusters Score -129221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129221.523438 Penalty: 692.587585
	Iteration 31F: 3 clusters Score -129221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -29782.763672 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -29782.76 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 259 members 
Entering Unmasked Estep 
Score: -29311.337891 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -29311.34 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29463.771484 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -29463.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29508.029297 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -29508.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29536.152344 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -29536.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29564.238281 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -29564.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29589.474609 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -29589.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29602.070312 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -29602.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29606.640625 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -29606.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29618.443359 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -29618.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29642.154297 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -29642.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29687.541016 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -29687.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29775.662109 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -29775.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29810.435547 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -29810.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29829.679688 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -29829.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29852.001953 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -29852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29887.847656 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -29887.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29909.218750 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -29909.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29935.015625 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -29935.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29956.646484 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -29956.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29966.062500 Penalty: 564.246338
	Iteration 19Q: 3 clusters Score -29966.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29988.787109 Penalty: 564.246338
	Iteration 20F: 3 clusters Score -29988.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30020.101562 Penalty: 564.246338
	Iteration 21Q: 3 clusters Score -30020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -30039.703125 Penalty: 564.246338
	Iteration 22Q: 3 clusters Score -30039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30053.439453 Penalty: 564.246338
	Iteration 23Q: 3 clusters Score -30053.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30070.738281 Penalty: 564.246338
	Iteration 24Q: 3 clusters Score -30070.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30071.003906 Penalty: 564.246338
	Iteration 25Q: 3 clusters Score -30071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30071.003906 Penalty: 564.246338
	Iteration 26F: 3 clusters Score -30071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 131 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 362 members 
Entering Unmasked Estep 
Score: -53304836.000000 Penalty: 48026.093750
Splitting cluster 30 changes total score from -53304988.000000 to -53304836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -281202.062500 Penalty: 384.004700
	Iteration 0F: 2 clusters Score -281202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -278050.156250 Penalty: 768.009399
	Iteration 0F: 3 clusters Score -278050.2 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -279139.375000 Penalty: 768.009399
	Iteration 1F: 3 clusters Score -279139.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -279245.687500 Penalty: 768.009399
	Iteration 2F: 3 clusters Score -279245.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -279398.406250 Penalty: 768.009399
	Iteration 3F: 3 clusters Score -279398.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -279659.562500 Penalty: 768.009399
	Iteration 4F: 3 clusters Score -279659.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -279970.437500 Penalty: 768.009399
	Iteration 5F: 3 clusters Score -279970.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -280307.875000 Penalty: 768.009399
	Iteration 6F: 3 clusters Score -280307.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -280544.125000 Penalty: 768.009399
	Iteration 7F: 3 clusters Score -280544.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -280701.593750 Penalty: 768.009399
	Iteration 8Q: 3 clusters Score -280701.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -280809.250000 Penalty: 768.009399
	Iteration 9Q: 3 clusters Score -280809.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -280841.687500 Penalty: 768.009399
	Iteration 10Q: 3 clusters Score -280841.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -280859.875000 Penalty: 768.009399
	Iteration 11Q: 3 clusters Score -280859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -280867.468750 Penalty: 768.009399
	Iteration 12Q: 3 clusters Score -280867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -280876.156250 Penalty: 768.009399
	Iteration 13Q: 3 clusters Score -280876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -280882.968750 Penalty: 768.009399
	Iteration 14Q: 3 clusters Score -280883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -280886.593750 Penalty: 768.009399
	Iteration 15Q: 3 clusters Score -280886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -280888.468750 Penalty: 768.009399
	Iteration 16Q: 3 clusters Score -280888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -280889.812500 Penalty: 768.009399
	Iteration 17Q: 3 clusters Score -280889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -280889.812500 Penalty: 768.009399
	Iteration 18F: 3 clusters Score -280889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Entering Unmasked Estep 
Score: -2301.962158 Penalty: 166.692047
	Iteration 0F: 2 clusters Score -2301.962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2176.437744 Penalty: 333.384094
	Iteration 0F: 3 clusters Score -2176.438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2182.666504 Penalty: 333.384094
	Iteration 1F: 3 clusters Score -2182.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38937.433594 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38937.43 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39096.675781 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39096.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39147.164062 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39147.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39167.578125 Penalty: 581.816772
	Iteration 3Q: 3 clusters Score -39167.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39170.574219 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39170.57 nChanged 7
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: -39174.101562 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39186.199219 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39193.535156 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39193.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39196.996094 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39197 nChanged 8
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: -39201.351562 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39201.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39209.386719 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -39209.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39215.808594 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -39215.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39221.703125 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -39221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39230.171875 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -39230.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -39236.402344 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -39236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39239.886719 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -39239.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39244.535156 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -39244.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39245.875000 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -39245.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39246.878906 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -39246.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39250.066406 Penalty: 581.816772
	Iteration 19Q: 3 clusters Score -39250.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39253.828125 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -39253.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39257.921875 Penalty: 581.816772
	Iteration 21Q: 3 clusters Score -39257.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39260.644531 Penalty: 581.816772
	Iteration 22Q: 3 clusters Score -39260.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39266.449219 Penalty: 581.816772
	Iteration 23Q: 3 clusters Score -39266.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39271.871094 Penalty: 581.816772
	Iteration 24Q: 3 clusters Score -39271.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39279.632812 Penalty: 581.816772
	Iteration 25Q: 3 clusters Score -39279.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39285.097656 Penalty: 581.816772
	Iteration 26Q: 3 clusters Score -39285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39291.558594 Penalty: 581.816772
	Iteration 27Q: 3 clusters Score -39291.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39295.078125 Penalty: 581.816772
	Iteration 28Q: 3 clusters Score -39295.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39307.019531 Penalty: 581.816772
	Iteration 29Q: 3 clusters Score -39307.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -39316.488281 Penalty: 581.816772
	Iteration 30Q: 3 clusters Score -39316.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39321.699219 Penalty: 581.816772
	Iteration 31Q: 3 clusters Score -39321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -39331.992188 Penalty: 581.816772
	Iteration 32Q: 3 clusters Score -39331.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39340.937500 Penalty: 581.816772
	Iteration 33Q: 3 clusters Score -39340.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39346.761719 Penalty: 581.816772
	Iteration 34Q: 3 clusters Score -39346.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39354.503906 Penalty: 581.816772
	Iteration 35Q: 3 clusters Score -39354.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39369.699219 Penalty: 581.816772
	Iteration 36Q: 3 clusters Score -39369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39396.578125 Penalty: 581.816772
	Iteration 37Q: 3 clusters Score -39396.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39404.558594 Penalty: 581.816772
	Iteration 38Q: 3 clusters Score -39404.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -39408.648438 Penalty: 581.816772
	Iteration 39Q: 3 clusters Score -39408.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39411.750000 Penalty: 581.816772
	Iteration 40F: 3 clusters Score -39411.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39413.898438 Penalty: 581.816772
	Iteration 41Q: 3 clusters Score -39413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39414.156250 Penalty: 581.816772
	Iteration 42Q: 3 clusters Score -39414.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39414.156250 Penalty: 581.816772
	Iteration 43F: 3 clusters Score -39414.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6801.008789 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6801.009 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 58 members 
Entering Unmasked Estep 
Score: -6585.099609 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6585.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6626.165039 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6626.165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6673.662598 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6673.663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6784.105957 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -6784.106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6819.662109 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -6819.662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6872.902832 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -6872.903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6886.158691 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6886.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6886.158691 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -6886.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 25 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 86 members 
Entering Unmasked Estep 
Score: -53304584.000000 Penalty: 48026.093750
Splitting cluster 34 changes total score from -53304988.000000 to -53304584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -39348.832031 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -39348.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38790.960938 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -38790.96 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39011.148438 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -39011.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39064.253906 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -39064.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39096.792969 Penalty: 586.848938
	Iteration 3F: 3 clusters Score -39096.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -39116.214844 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -39116.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39129.675781 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -39129.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39134.890625 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -39134.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39140.921875 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -39140.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39144.980469 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -39144.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39147.042969 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -39147.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39149.031250 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -39149.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39151.003906 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -39151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39152.722656 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -39152.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39154.289062 Penalty: 586.848938
	Iteration 13Q: 3 clusters Score -39154.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39154.312500 Penalty: 586.848938
	Iteration 14Q: 3 clusters Score -39154.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39154.851562 Penalty: 586.848938
	Iteration 15Q: 3 clusters Score -39154.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39155.414062 Penalty: 586.848938
	Iteration 16Q: 3 clusters Score -39155.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39155.632812 Penalty: 586.848938
	Iteration 17Q: 3 clusters Score -39155.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39155.632812 Penalty: 586.848938
	Iteration 18F: 3 clusters Score -39155.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 100 members 
Entering Unmasked Estep 
Score: -5021.702637 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5021.703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5087.745117 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5087.745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5116.887695 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5116.888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5131.141602 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -5131.142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5133.974609 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5133.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5135.581055 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5135.581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5135.581055 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -5135.581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -14648.080078 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -14648.08 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 115 members 
Entering Unmasked Estep 
Score: -14362.484375 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -14362.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14456.142578 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -14456.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14489.357422 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -14489.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14527.769531 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -14527.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14541.830078 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -14541.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14545.791016 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -14545.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14546.110352 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -14546.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14549.102539 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -14549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14551.364258 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -14551.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14552.939453 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -14552.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14552.939453 Penalty: 496.434235
	Iteration 10F: 3 clusters Score -14552.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9587.000000 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9587 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 75 members 
Entering Unmasked Estep 
Score: -9328.952148 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -9328.952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9389.632812 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9389.633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9400.612305 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -9400.612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9401.750977 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9401.751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9405.545898 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -9405.546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9410.057617 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -9410.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9419.543945 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -9419.544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9423.339844 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -9423.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9423.339844 Penalty: 457.769867
	Iteration 8F: 3 clusters Score -9423.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 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 157 members 
Entering Unmasked Estep 
Score: -18888.818359 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18888.82 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18978.423828 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -18978.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19001.720703 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -19001.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19019.705078 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -19019.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19033.175781 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -19033.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19036.906250 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19036.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19043.847656 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19043.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19056.425781 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19056.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19076.621094 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19076.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19106.794922 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19106.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19150.203125 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19167.164062 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -19167.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19180.808594 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -19180.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19223.169922 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -19223.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19255.660156 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -19255.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19269.150391 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -19269.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19295.605469 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -19295.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19338.923828 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -19338.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19369.449219 Penalty: 522.321167
	Iteration 18Q: 3 clusters Score -19369.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19372.884766 Penalty: 522.321167
	Iteration 19Q: 3 clusters Score -19372.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19374.697266 Penalty: 522.321167
	Iteration 20F: 3 clusters Score -19374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19378.251953 Penalty: 522.321167
	Iteration 21Q: 3 clusters Score -19378.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19381.115234 Penalty: 522.321167
	Iteration 22Q: 3 clusters Score -19381.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19381.115234 Penalty: 522.321167
	Iteration 23F: 3 clusters Score -19381.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 156 members 
Entering Unmasked Estep 
Score: -53304688.000000 Penalty: 48026.093750
Splitting cluster 39 changes total score from -53304988.000000 to -53304688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9235.931641 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9235.932 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 73 members 
Entering Unmasked Estep 
Score: -8989.431641 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8989.432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9117.382812 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -9117.383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9188.429688 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9188.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9216.705078 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -9216.705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9256.341797 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -9256.342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9292.509766 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -9292.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9318.544922 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -9318.545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9344.921875 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -9344.922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9364.906250 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -9364.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9364.906250 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -9364.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 84 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 86 members 
Entering Unmasked Estep 
Score: -53304668.000000 Penalty: 48026.093750
Splitting cluster 40 changes total score from -53304988.000000 to -53304668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18890.873047 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18890.87 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 154 members 
Entering Unmasked Estep 
Score: -18534.816406 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18534.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18623.923828 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18623.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18672.773438 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18672.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18713.154297 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18713.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18741.580078 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -18741.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18757.082031 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -18757.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18763.599609 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18770.843750 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18770.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18779.472656 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18779.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18782.527344 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18782.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18784.990234 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18784.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18787.742188 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -18787.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18794.648438 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -18794.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18798.171875 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -18798.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18803.033203 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -18803.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18805.228516 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -18805.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18806.453125 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -18806.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18809.277344 Penalty: 517.822693
	Iteration 17Q: 3 clusters Score -18809.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18814.736328 Penalty: 517.822693
	Iteration 18Q: 3 clusters Score -18814.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18815.234375 Penalty: 517.822693
	Iteration 19Q: 3 clusters Score -18815.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18815.234375 Penalty: 517.822693
	Iteration 20F: 3 clusters Score -18815.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4687.363281 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4687.363 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 62 members 
Entering Unmasked Estep 
Score: -4467.807617 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4467.808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4521.359863 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4521.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4539.854004 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4539.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4544.348633 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4544.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4546.457520 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4546.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4549.865234 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4549.865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4551.872559 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4551.873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4551.872559 Penalty: 437.165894
	Iteration 7F: 3 clusters Score -4551.873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 86 members 
Entering Unmasked Estep 
Score: -8569.491211 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8569.491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8614.799805 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8630.643555 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8630.644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8641.041992 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8641.042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8656.457031 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8656.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8659.284180 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8659.284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8660.647461 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8660.647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8664.162109 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8664.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8665.097656 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -8665.098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8665.097656 Penalty: 461.270294
	Iteration 9F: 3 clusters Score -8665.098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -36328.347656 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -36328.35 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 302 members 
Entering Unmasked Estep 
Score: -35771.367188 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -35771.37 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36018.980469 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -36018.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36097.855469 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -36097.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36147.929688 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -36147.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36185.125000 Penalty: 585.104492
	Iteration 4Q: 3 clusters Score -36185.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36212.843750 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -36212.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36236.933594 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -36236.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36255.906250 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -36255.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36266.152344 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -36266.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36269.289062 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -36269.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36271.945312 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -36271.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36272.562500 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -36272.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36272.753906 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -36272.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36272.753906 Penalty: 585.104492
	Iteration 13F: 3 clusters Score -36272.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -52329.742188 Penalty: 304.035919
	Iteration 0F: 2 clusters Score -52329.74 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 389 members 
Entering Unmasked Estep 
Score: -51639.601562 Penalty: 608.071838
	Iteration 0F: 3 clusters Score -51639.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51873.699219 Penalty: 608.071838
	Iteration 1F: 3 clusters Score -51873.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52000.789062 Penalty: 608.071838
	Iteration 2F: 3 clusters Score -52000.79 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52100.312500 Penalty: 608.071838
	Iteration 3F: 3 clusters Score -52100.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52202.875000 Penalty: 608.071838
	Iteration 4F: 3 clusters Score -52202.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52254.585938 Penalty: 608.071838
	Iteration 5F: 3 clusters Score -52254.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52284.585938 Penalty: 608.071838
	Iteration 6Q: 3 clusters Score -52284.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52295.820312 Penalty: 608.071838
	Iteration 7Q: 3 clusters Score -52295.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52302.398438 Penalty: 608.071838
	Iteration 8Q: 3 clusters Score -52302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52305.890625 Penalty: 608.071838
	Iteration 9Q: 3 clusters Score -52305.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52308.058594 Penalty: 608.071838
	Iteration 10Q: 3 clusters Score -52308.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52309.542969 Penalty: 608.071838
	Iteration 11Q: 3 clusters Score -52309.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52311.046875 Penalty: 608.071838
	Iteration 12Q: 3 clusters Score -52311.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -52314.304688 Penalty: 608.071838
	Iteration 13Q: 3 clusters Score -52314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -52315.882812 Penalty: 608.071838
	Iteration 14Q: 3 clusters Score -52315.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52317.730469 Penalty: 608.071838
	Iteration 15Q: 3 clusters Score -52317.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52318.742188 Penalty: 608.071838
	Iteration 16Q: 3 clusters Score -52318.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52319.156250 Penalty: 608.071838
	Iteration 17Q: 3 clusters Score -52319.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52319.644531 Penalty: 608.071838
	Iteration 18Q: 3 clusters Score -52319.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52319.644531 Penalty: 608.071838
	Iteration 19F: 3 clusters Score -52319.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 100 members 
Entering Unmasked Estep 
Score: -12125.398438 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12125.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12182.569336 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12182.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12215.247070 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12215.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12232.364258 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12232.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12245.499023 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12247.016602 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12247.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12249.025391 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12249.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12251.859375 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12251.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12253.301758 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12256.359375 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -12256.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12260.675781 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -12260.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12261.176758 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -12261.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12261.176758 Penalty: 481.232300
	Iteration 12F: 3 clusters Score -12261.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4353.314941 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4353.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4169.655762 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4169.656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4241.248535 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4241.249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4269.532715 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4269.533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4301.283203 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4301.283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4310.375000 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4310.375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4314.861328 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -4314.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4317.659180 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -4317.659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4330.777832 Penalty: 416.298676
	Iteration 7Q: 3 clusters Score -4330.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4330.777832 Penalty: 416.298676
	Iteration 8F: 3 clusters Score -4330.778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8721.478516 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8721.479 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 71 members 
Entering Unmasked Estep 
Score: -8456.092773 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8456.093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8534.204102 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8534.204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8558.494141 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -8558.494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8567.440430 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8567.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8569.477539 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8569.478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8574.679688 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -8574.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8576.600586 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -8576.601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8576.600586 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -8576.601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 83 members 
Entering Unmasked Estep 
Score: -9739.595703 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9739.596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9858.849609 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9858.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9901.493164 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9901.493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9914.994141 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -9914.994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9917.103516 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9917.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9918.026367 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9918.026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9918.026367 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -9918.026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -31790.541016 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -31790.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31346.662109 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -31346.66 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31440.070312 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -31440.07 nChanged 38
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: -31474.816406 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -31474.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31505.289062 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -31505.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31523.703125 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -31523.7 nChanged 11
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: -31532.662109 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -31532.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31536.769531 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -31536.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31538.855469 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -31538.86 nChanged 1
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: -31538.992188 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -31538.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31539.552734 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -31539.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31539.552734 Penalty: 552.437134
	Iteration 10F: 3 clusters Score -31539.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -17344.312500 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -17344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17005.919922 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -17005.92 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17128.373047 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -17128.37 nChanged 32
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: -17199.273438 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -17199.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17224.751953 Penalty: 523.772522
	Iteration 3Q: 3 clusters Score -17224.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17253.324219 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -17253.32 nChanged 3
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: -17255.789062 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -17255.79 nChanged 4
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: -17258.687500 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -17258.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17262.167969 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -17262.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17273.300781 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -17273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17273.259766 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -17273.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17273.664062 Penalty: 523.772522
	Iteration 10Q: 3 clusters Score -17273.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17273.806641 Penalty: 523.772522
	Iteration 11Q: 3 clusters Score -17273.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17273.806641 Penalty: 523.772522
	Iteration 12F: 3 clusters Score -17273.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -74064.203125 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -74064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73157.289062 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -73157.29 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73479.601562 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -73479.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -73596.859375 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -73596.86 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -73703.687500 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -73703.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -73780.968750 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -73780.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73825.062500 Penalty: 641.403198
	Iteration 5F: 3 clusters Score -73825.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -73849.187500 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -73849.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73875.390625 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -73875.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -73915.085938 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -73915.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -73949.070312 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -73949.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -73976.242188 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -73976.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -74010.078125 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -74010.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -74046.539062 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -74046.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74059.843750 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -74059.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74066.671875 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -74066.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74069.906250 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -74069.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74071.726562 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -74071.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74072.734375 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -74072.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74072.734375 Penalty: 641.403198
	Iteration 18F: 3 clusters Score -74072.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 536 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 615 members 
Entering Unmasked Estep 
Score: -53304628.000000 Penalty: 48026.093750
Splitting cluster 52 changes total score from -53304988.000000 to -53304628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -10195.120117 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10195.12 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: -9916.752930 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9916.753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10010.153320 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10010.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10090.108398 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -10090.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10147.730469 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -10147.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10222.336914 Penalty: 480.771515
	Iteration 4F: 3 clusters Score -10222.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10247.774414 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10247.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10259.297852 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -10259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10270.307617 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -10270.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10272.840820 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -10272.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10272.840820 Penalty: 480.771515
	Iteration 9F: 3 clusters Score -10272.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 126 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 71 members 
Entering Unmasked Estep 
Score: -53304596.000000 Penalty: 48026.093750
Splitting cluster 53 changes total score from -53304988.000000 to -53304596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -71998.460938 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -71998.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71120.296875 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -71120.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -71432.414062 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -71432.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71516.437500 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -71516.44 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -71583.312500 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -71583.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -71628.976562 Penalty: 639.162048
	Iteration 4Q: 3 clusters Score -71628.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -71682.109375 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -71682.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -71723.226562 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -71723.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71758.632812 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -71758.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -71791.695312 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -71791.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -71821.578125 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -71821.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71842.156250 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -71842.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71852.085938 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -71852.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71859.015625 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -71859.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71862.203125 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -71862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71863.843750 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -71863.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71864.523438 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -71864.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -71866.546875 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -71866.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -71868.648438 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -71868.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -71870.109375 Penalty: 639.162048
	Iteration 18Q: 3 clusters Score -71870.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71872.320312 Penalty: 639.162048
	Iteration 19Q: 3 clusters Score -71872.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71873.679688 Penalty: 639.162048
	Iteration 20F: 3 clusters Score -71873.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71875.304688 Penalty: 639.162048
	Iteration 21Q: 3 clusters Score -71875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71875.507812 Penalty: 639.162048
	Iteration 22Q: 3 clusters Score -71875.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71875.507812 Penalty: 639.162048
	Iteration 23F: 3 clusters Score -71875.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -21649.542969 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -21649.54 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 183 members 
Entering Unmasked Estep 
Score: -21270.781250 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -21270.78 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21428.396484 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -21428.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21520.324219 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -21520.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21557.472656 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -21557.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21578.523438 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -21578.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21601.261719 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -21601.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21631.849609 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -21631.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21651.656250 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -21651.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21660.126953 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -21660.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21665.382812 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -21665.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21671.041016 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -21671.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21680.275391 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -21680.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21690.763672 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -21690.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21692.314453 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -21692.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21695.562500 Penalty: 532.811523
	Iteration 14Q: 3 clusters Score -21695.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21696.712891 Penalty: 532.811523
	Iteration 15Q: 3 clusters Score -21696.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21697.486328 Penalty: 532.811523
	Iteration 16Q: 3 clusters Score -21697.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21697.757812 Penalty: 532.811523
	Iteration 17Q: 3 clusters Score -21697.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21697.757812 Penalty: 532.811523
	Iteration 18F: 3 clusters Score -21697.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 200 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 149 members 
Entering Unmasked Estep 
Score: -53304616.000000 Penalty: 48026.093750
Splitting cluster 55 changes total score from -53304988.000000 to -53304616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -36726.632812 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -36726.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36186.296875 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -36186.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36413.726562 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -36413.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36509.527344 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -36509.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36553.679688 Penalty: 583.176147
	Iteration 3F: 3 clusters Score -36553.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36595.214844 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -36595.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36627.968750 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -36627.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36655.523438 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -36655.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36684.410156 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -36684.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36696.101562 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -36696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36703.300781 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -36703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36722.414062 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -36722.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36735.921875 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -36735.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36738.750000 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -36738.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36738.750000 Penalty: 583.176147
	Iteration 13F: 3 clusters Score -36738.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 483 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 124 members 
Entering Unmasked Estep 
Score: -53304632.000000 Penalty: 48026.093750
Splitting cluster 56 changes total score from -53304988.000000 to -53304632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50060.460938 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50060.46 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50263.167969 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50263.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50304.328125 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50304.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50320.605469 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -50320.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50333.964844 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -50333.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50340.226562 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -50340.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50347.031250 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50347.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50351.566406 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50351.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50358.648438 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50358.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50368.457031 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50368.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50378.441406 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50378.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50388.250000 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50388.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50402.628906 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50402.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50426.250000 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50426.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50450.828125 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50450.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50462.500000 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -50462.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50466.367188 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -50466.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50467.421875 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -50467.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50468.250000 Penalty: 604.821533
	Iteration 18Q: 3 clusters Score -50468.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50469.531250 Penalty: 604.821533
	Iteration 19Q: 3 clusters Score -50469.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50470.066406 Penalty: 604.821533
	Iteration 20F: 3 clusters Score -50470.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50470.355469 Penalty: 604.821533
	Iteration 21Q: 3 clusters Score -50470.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50470.488281 Penalty: 604.821533
	Iteration 22Q: 3 clusters Score -50470.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50470.488281 Penalty: 604.821533
	Iteration 23F: 3 clusters Score -50470.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9115.518555 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9115.519 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 79 members 
Entering Unmasked Estep 
Score: -8872.612305 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8872.612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8958.592773 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -8958.593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9044.391602 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9044.392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9131.697266 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -9131.697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9155.787109 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -9155.787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9160.622070 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -9160.622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9166.272461 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -9166.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9172.923828 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -9172.924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9172.923828 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -9172.924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 96 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 74 members 
Entering Unmasked Estep 
Score: -53304568.000000 Penalty: 48026.093750
Splitting cluster 58 changes total score from -53304988.000000 to -53304568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -96739.343750 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -96739.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -95599.390625 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -95599.39 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -96057.203125 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -96057.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -96185.148438 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -96185.15 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -96287.531250 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -96287.53 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -96397.125000 Penalty: 667.305115
	Iteration 4F: 3 clusters Score -96397.12 nChanged 96
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: -96512.656250 Penalty: 667.305115
	Iteration 5F: 3 clusters Score -96512.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96619.695312 Penalty: 667.305115
	Iteration 6F: 3 clusters Score -96619.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -96691.398438 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -96691.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -96715.429688 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -96715.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96720.054688 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -96720.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96721.195312 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -96721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -96721.484375 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -96721.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -96721.484375 Penalty: 667.305115
	Iteration 12F: 3 clusters Score -96721.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2047.881714 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2047.882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2097.957031 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2097.957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2123.564453 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2123.564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2133.845459 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2133.845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2135.462158 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2135.462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2138.650391 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -2138.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2139.416504 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -2139.417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2140.538574 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -2140.539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2140.538574 Penalty: 449.037140
	Iteration 8F: 3 clusters Score -2140.539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -15544.045898 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -15544.05 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 111 members 
Entering Unmasked Estep 
Score: -15215.652344 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -15215.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15319.705078 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -15319.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15356.096680 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -15356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15368.093750 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -15368.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15373.174805 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -15373.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15378.001953 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -15378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15378.412109 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -15378.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15381.237305 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -15381.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15385.905273 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -15385.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15388.869141 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -15388.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15389.312500 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -15389.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15389.312500 Penalty: 503.538452
	Iteration 11F: 3 clusters Score -15389.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -8297.196289 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8297.196 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 70 members 
Entering Unmasked Estep 
Score: -8065.459961 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8065.46 nChanged 45
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: -8227.352539 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8227.353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8259.324219 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8259.324 nChanged 5
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: -8286.090820 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -8286.091 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: -8297.801758 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8297.802 nChanged 1
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: -8300.500000 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -8300.5 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: -8300.500000 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -8300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 81 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 66 members 
Entering Unmasked Estep 
Score: -53304512.000000 Penalty: 48026.093750
Splitting cluster 62 changes total score from -53304988.000000 to -53304512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10700.850586 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10700.85 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 144 members 
Entering Unmasked Estep 
Score: -10384.697266 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -10384.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10474.401367 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -10474.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10519.416016 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10519.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10532.162109 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10532.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10557.736328 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10557.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10578.682617 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10578.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10598.091797 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -10598.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10612.459961 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -10612.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10625.968750 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -10625.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10641.526367 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -10641.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10643.851562 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -10643.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10650.448242 Penalty: 505.319305
	Iteration 11Q: 3 clusters Score -10650.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10655.410156 Penalty: 505.319305
	Iteration 12Q: 3 clusters Score -10655.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10656.620117 Penalty: 505.319305
	Iteration 13Q: 3 clusters Score -10656.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10656.620117 Penalty: 505.319305
	Iteration 14F: 3 clusters Score -10656.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3380.029785 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3380.03 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 27 members 
Entering Unmasked Estep 
Score: -3225.049316 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3225.049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3234.182129 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3234.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3270.536133 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3270.536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3279.787109 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -3279.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3282.324951 Penalty: 369.500305
	Iteration 4Q: 3 clusters Score -3282.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3282.324951 Penalty: 369.500305
	Iteration 5F: 3 clusters Score -3282.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 123 members 
Entering Unmasked Estep 
Score: -17506.792969 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17506.79 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17575.529297 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17575.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17600.281250 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17600.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17613.925781 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17613.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17618.685547 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17618.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17623.824219 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -17623.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17624.298828 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -17624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17624.298828 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -17624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -59675.890625 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -59675.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58892.058594 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -58892.06 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59289.082031 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -59289.08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59496.593750 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -59496.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59641.824219 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -59641.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59706.230469 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -59706.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59729.492188 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -59729.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59742.593750 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -59742.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59751.285156 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -59751.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59755.769531 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -59755.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59758.417969 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -59758.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59760.546875 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -59760.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59761.277344 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -59761.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59762.046875 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -59762.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59762.046875 Penalty: 625.457886
	Iteration 13F: 3 clusters Score -59762.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 772 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Mstep: Class 77 contains 194 members 
Entering Unmasked Estep 
Score: -53304724.000000 Penalty: 48026.093750
Splitting cluster 66 changes total score from -53304988.000000 to -53304724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5990.013672 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5990.014 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 70 members 
Entering Unmasked Estep 
Score: -5772.449219 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -5772.449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5834.646484 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5834.646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5873.430664 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5873.431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5883.444824 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -5883.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5883.444824 Penalty: 442.242920
	Iteration 4F: 3 clusters Score -5883.445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -201924.453125 Penalty: 368.280334
	Iteration 0F: 2 clusters Score -201924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -199677.968750 Penalty: 736.560669
	Iteration 0F: 3 clusters Score -199678 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -200608.203125 Penalty: 736.560669
	Iteration 1F: 3 clusters Score -200608.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -200939.890625 Penalty: 736.560669
	Iteration 2F: 3 clusters Score -200939.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -201227.187500 Penalty: 736.560669
	Iteration 3F: 3 clusters Score -201227.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -201397.031250 Penalty: 736.560669
	Iteration 4F: 3 clusters Score -201397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201495.234375 Penalty: 736.560669
	Iteration 5Q: 3 clusters Score -201495.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201561.015625 Penalty: 736.560669
	Iteration 6Q: 3 clusters Score -201561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -201605.546875 Penalty: 736.560669
	Iteration 7Q: 3 clusters Score -201605.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -201643.406250 Penalty: 736.560669
	Iteration 8Q: 3 clusters Score -201643.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201664.031250 Penalty: 736.560669
	Iteration 9Q: 3 clusters Score -201664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -201678.640625 Penalty: 736.560669
	Iteration 10Q: 3 clusters Score -201678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201694.437500 Penalty: 736.560669
	Iteration 11Q: 3 clusters Score -201694.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -201710.546875 Penalty: 736.560669
	Iteration 12Q: 3 clusters Score -201710.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -201721.687500 Penalty: 736.560669
	Iteration 13Q: 3 clusters Score -201721.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -201725.531250 Penalty: 736.560669
	Iteration 14Q: 3 clusters Score -201725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201728.296875 Penalty: 736.560669
	Iteration 15Q: 3 clusters Score -201728.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201734.765625 Penalty: 736.560669
	Iteration 16Q: 3 clusters Score -201734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -201736.515625 Penalty: 736.560669
	Iteration 17Q: 3 clusters Score -201736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -201738.281250 Penalty: 736.560669
	Iteration 18Q: 3 clusters Score -201738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -201738.640625 Penalty: 736.560669
	Iteration 19Q: 3 clusters Score -201738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -201738.906250 Penalty: 736.560669
	Iteration 20F: 3 clusters Score -201738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201739.656250 Penalty: 736.560669
	Iteration 21Q: 3 clusters Score -201739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -201740.031250 Penalty: 736.560669
	Iteration 22Q: 3 clusters Score -201740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -201740.031250 Penalty: 736.560669
	Iteration 23F: 3 clusters Score -201740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5108.202637 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5108.203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4894.375000 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4894.375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4942.580078 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4942.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4965.497070 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4965.497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4974.134277 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4974.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4988.794922 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -4988.795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5004.813965 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5004.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5005.499512 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -5005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5005.499512 Penalty: 421.760345
	Iteration 7F: 3 clusters Score -5005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4556.386230 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4556.386 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 42 members 
Entering Unmasked Estep 
Score: -4365.263672 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4365.264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4394.226562 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4394.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4398.189453 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4398.189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4401.975586 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4401.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4403.961426 Penalty: 397.619751
	Iteration 4Q: 3 clusters Score -4403.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4405.948730 Penalty: 397.619751
	Iteration 5Q: 3 clusters Score -4405.949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4405.948730 Penalty: 397.619751
	Iteration 6F: 3 clusters Score -4405.949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -27758.470703 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -27758.47 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 224 members 
Entering Unmasked Estep 
Score: -27292.109375 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -27292.11 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27411.943359 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -27411.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27453.380859 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -27453.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27488.814453 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -27488.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27513.937500 Penalty: 555.739075
	Iteration 4F: 3 clusters Score -27513.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27538.626953 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -27538.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27558.515625 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -27558.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27582.597656 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -27582.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27607.404297 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -27607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27637.693359 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -27637.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27666.146484 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -27666.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27678.648438 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -27678.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27683.921875 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -27683.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27688.816406 Penalty: 555.739075
	Iteration 13Q: 3 clusters Score -27688.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27689.548828 Penalty: 555.739075
	Iteration 14Q: 3 clusters Score -27689.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27692.484375 Penalty: 555.739075
	Iteration 15F: 3 clusters Score -27692.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27701.947266 Penalty: 555.739075
	Iteration 16Q: 3 clusters Score -27701.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27701.947266 Penalty: 555.739075
	Iteration 17F: 3 clusters Score -27701.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (113438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Entering Unmasked Estep 
Score: -6944821.000000 Penalty: 529.575012
	Iteration 0F: 2 clusters Score -6944821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -6870835.500000 Penalty: 1059.150024
	Iteration 0F: 3 clusters Score -6870836 nChanged 55345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -6909154.500000 Penalty: 1059.150024
	Iteration 1F: 3 clusters Score -6909154 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -6915342.000000 Penalty: 1059.150024
	Iteration 2F: 3 clusters Score -6915342 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -6923098.500000 Penalty: 1059.150024
	Iteration 3F: 3 clusters Score -6923098 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -6930047.500000 Penalty: 1059.150024
	Iteration 4F: 3 clusters Score -6930048 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -6934798.000000 Penalty: 1059.150024
	Iteration 5F: 3 clusters Score -6934798 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6937581.500000 Penalty: 1059.150024
	Iteration 6Q: 3 clusters Score -6937582 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -6939240.500000 Penalty: 1059.150024
	Iteration 7Q: 3 clusters Score -6939240 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107062 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6940371.500000 Penalty: 1059.150024
	Iteration 8Q: 3 clusters Score -6940372 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6941290.000000 Penalty: 1059.150024
	Iteration 9Q: 3 clusters Score -6941290 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6942029.500000 Penalty: 1059.150024
	Iteration 10Q: 3 clusters Score -6942030 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6942709.000000 Penalty: 1059.150024
	Iteration 11Q: 3 clusters Score -6942709 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6943223.000000 Penalty: 1059.150024
	Iteration 12Q: 3 clusters Score -6943223 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6943653.500000 Penalty: 1059.150024
	Iteration 13Q: 3 clusters Score -6943654 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112489 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6943919.000000 Penalty: 1059.150024
	Iteration 14Q: 3 clusters Score -6943919 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6944078.000000 Penalty: 1059.150024
	Iteration 15Q: 3 clusters Score -6944078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6944226.500000 Penalty: 1059.150024
	Iteration 16Q: 3 clusters Score -6944226 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112981 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6944301.000000 Penalty: 1059.150024
	Iteration 17Q: 3 clusters Score -6944301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6944337.500000 Penalty: 1059.150024
	Iteration 18Q: 3 clusters Score -6944338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6944349.500000 Penalty: 1059.150024
	Iteration 19Q: 3 clusters Score -6944350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113135 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6944371.000000 Penalty: 1059.150024
	Iteration 20F: 3 clusters Score -6944371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6944376.500000 Penalty: 1059.150024
	Iteration 21Q: 3 clusters Score -6944376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6944389.000000 Penalty: 1059.150024
	Iteration 22Q: 3 clusters Score -6944389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6944390.500000 Penalty: 1059.150024
	Iteration 23Q: 3 clusters Score -6944390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6944388.000000 Penalty: 1059.150024
	Iteration 24Q: 3 clusters Score -6944388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6944393.500000 Penalty: 1059.150024
	Iteration 25Q: 3 clusters Score -6944394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6944398.000000 Penalty: 1059.150024
	Iteration 26Q: 3 clusters Score -6944398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6944410.500000 Penalty: 1059.150024
	Iteration 27Q: 3 clusters Score -6944410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6944409.500000 Penalty: 1059.150024
	Iteration 28Q: 3 clusters Score -6944410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6944412.000000 Penalty: 1059.150024
	Iteration 29Q: 3 clusters Score -6944412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113231 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6944412.500000 Penalty: 1059.150024
	Iteration 30Q: 3 clusters Score -6944412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113233 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6944411.000000 Penalty: 1059.150024
	Iteration 31Q: 3 clusters Score -6944411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113233 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6944411.000000 Penalty: 1059.150024
	Iteration 32F: 3 clusters Score -6944411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -18447.865234 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -18447.87 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 138 members 
Entering Unmasked Estep 
Score: -18093.140625 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -18093.14 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18228.761719 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -18228.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18264.568359 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -18264.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18281.353516 Penalty: 517.205750
	Iteration 3Q: 3 clusters Score -18281.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18287.972656 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -18287.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18294.419922 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -18294.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18297.253906 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -18297.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18298.013672 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -18298.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18298.013672 Penalty: 517.205750
	Iteration 8F: 3 clusters Score -18298.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5833.064941 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5833.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5640.641602 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5640.642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5668.622559 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5668.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5672.072754 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5672.073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5672.072754 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -5672.073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (86197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Entering Unmasked Estep 
Score: -5335772.500000 Penalty: 517.079773
	Iteration 0F: 2 clusters Score -5335772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -5279016.000000 Penalty: 1034.159546
	Iteration 0F: 3 clusters Score -5279016 nChanged 42022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5305416.500000 Penalty: 1034.159546
	Iteration 1F: 3 clusters Score -5305416 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5309105.000000 Penalty: 1034.159546
	Iteration 2F: 3 clusters Score -5309105 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -5315462.500000 Penalty: 1034.159546
	Iteration 3F: 3 clusters Score -5315462 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5323095.000000 Penalty: 1034.159546
	Iteration 4F: 3 clusters Score -5323095 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5328578.500000 Penalty: 1034.159546
	Iteration 5F: 3 clusters Score -5328578 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5330929.500000 Penalty: 1034.159546
	Iteration 6Q: 3 clusters Score -5330930 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -5331806.500000 Penalty: 1034.159546
	Iteration 7Q: 3 clusters Score -5331806 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -5332228.000000 Penalty: 1034.159546
	Iteration 8Q: 3 clusters Score -5332228 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -5332522.000000 Penalty: 1034.159546
	Iteration 9Q: 3 clusters Score -5332522 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5332677.500000 Penalty: 1034.159546
	Iteration 10Q: 3 clusters Score -5332678 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -5332755.500000 Penalty: 1034.159546
	Iteration 11Q: 3 clusters Score -5332756 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -5332833.500000 Penalty: 1034.159546
	Iteration 12Q: 3 clusters Score -5332834 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5332806.500000 Penalty: 1034.159546
	Iteration 13Q: 3 clusters Score -5332806 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5332722.500000 Penalty: 1034.159546
	Iteration 14Q: 3 clusters Score -5332722 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -5332642.500000 Penalty: 1034.159546
	Iteration 15Q: 3 clusters Score -5332642 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5332595.500000 Penalty: 1034.159546
	Iteration 16Q: 3 clusters Score -5332596 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5332587.000000 Penalty: 1034.159546
	Iteration 17Q: 3 clusters Score -5332587 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5332527.000000 Penalty: 1034.159546
	Iteration 18Q: 3 clusters Score -5332527 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5332428.500000 Penalty: 1034.159546
	Iteration 19Q: 3 clusters Score -5332428 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5332373.500000 Penalty: 1034.159546
	Iteration 20F: 3 clusters Score -5332374 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -5332268.000000 Penalty: 1034.159546
	Iteration 21Q: 3 clusters Score -5332268 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5332157.000000 Penalty: 1034.159546
	Iteration 22Q: 3 clusters Score -5332157 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -5332068.500000 Penalty: 1034.159546
	Iteration 23Q: 3 clusters Score -5332068 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5332026.000000 Penalty: 1034.159546
	Iteration 24Q: 3 clusters Score -5332026 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -5331917.500000 Penalty: 1034.159546
	Iteration 25Q: 3 clusters Score -5331918 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5331825.000000 Penalty: 1034.159546
	Iteration 26Q: 3 clusters Score -5331825 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -5331765.000000 Penalty: 1034.159546
	Iteration 27Q: 3 clusters Score -5331765 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5331719.000000 Penalty: 1034.159546
	Iteration 28Q: 3 clusters Score -5331719 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5331676.500000 Penalty: 1034.159546
	Iteration 29Q: 3 clusters Score -5331676 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5331667.000000 Penalty: 1034.159546
	Iteration 30Q: 3 clusters Score -5331667 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -5331590.500000 Penalty: 1034.159546
	Iteration 31Q: 3 clusters Score -5331590 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5331578.000000 Penalty: 1034.159546
	Iteration 32Q: 3 clusters Score -5331578 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5331608.000000 Penalty: 1034.159546
	Iteration 33Q: 3 clusters Score -5331608 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -5331586.000000 Penalty: 1034.159546
	Iteration 34Q: 3 clusters Score -5331586 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5331559.500000 Penalty: 1034.159546
	Iteration 35Q: 3 clusters Score -5331560 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5331561.000000 Penalty: 1034.159546
	Iteration 36Q: 3 clusters Score -5331561 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5331568.500000 Penalty: 1034.159546
	Iteration 37Q: 3 clusters Score -5331568 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -5331540.500000 Penalty: 1034.159546
	Iteration 38Q: 3 clusters Score -5331540 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -5331537.000000 Penalty: 1034.159546
	Iteration 39Q: 3 clusters Score -5331537 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5331505.500000 Penalty: 1034.159546
	Iteration 40F: 3 clusters Score -5331506 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -5331522.500000 Penalty: 1034.159546
	Iteration 41Q: 3 clusters Score -5331522 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5331514.000000 Penalty: 1034.159546
	Iteration 42Q: 3 clusters Score -5331514 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5331516.500000 Penalty: 1034.159546
	Iteration 43Q: 3 clusters Score -5331516 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5331513.000000 Penalty: 1034.159546
	Iteration 44Q: 3 clusters Score -5331513 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5331531.000000 Penalty: 1034.159546
	Iteration 45Q: 3 clusters Score -5331531 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5331512.500000 Penalty: 1034.159546
	Iteration 46Q: 3 clusters Score -5331512 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5331521.500000 Penalty: 1034.159546
	Iteration 47Q: 3 clusters Score -5331522 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5331546.500000 Penalty: 1034.159546
	Iteration 48Q: 3 clusters Score -5331546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5331531.000000 Penalty: 1034.159546
	Iteration 49Q: 3 clusters Score -5331531 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5331527.500000 Penalty: 1034.159546
	Iteration 50Q: 3 clusters Score -5331528 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -5331505.500000 Penalty: 1034.159546
	Iteration 51Q: 3 clusters Score -5331506 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -5331518.500000 Penalty: 1034.159546
	Iteration 52Q: 3 clusters Score -5331518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -5331504.000000 Penalty: 1034.159546
	Iteration 53Q: 3 clusters Score -5331504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -5331505.000000 Penalty: 1034.159546
	Iteration 54Q: 3 clusters Score -5331505 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -5331485.500000 Penalty: 1034.159546
	Iteration 55Q: 3 clusters Score -5331486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -5331502.500000 Penalty: 1034.159546
	Iteration 56Q: 3 clusters Score -5331502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5331496.000000 Penalty: 1034.159546
	Iteration 57Q: 3 clusters Score -5331496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -5331498.500000 Penalty: 1034.159546
	Iteration 58Q: 3 clusters Score -5331498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5331501.500000 Penalty: 1034.159546
	Iteration 59Q: 3 clusters Score -5331502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5331486.000000 Penalty: 1034.159546
	Iteration 60F: 3 clusters Score -5331486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5331476.500000 Penalty: 1034.159546
	Iteration 61Q: 3 clusters Score -5331476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -5331474.500000 Penalty: 1034.159546
	Iteration 62Q: 3 clusters Score -5331474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5331471.500000 Penalty: 1034.159546
	Iteration 63Q: 3 clusters Score -5331472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -5331477.000000 Penalty: 1034.159546
	Iteration 64Q: 3 clusters Score -5331477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -5331469.000000 Penalty: 1034.159546
	Iteration 65Q: 3 clusters Score -5331469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5331474.000000 Penalty: 1034.159546
	Iteration 66Q: 3 clusters Score -5331474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -5331474.500000 Penalty: 1034.159546
	Iteration 67Q: 3 clusters Score -5331474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -5331468.000000 Penalty: 1034.159546
	Iteration 68Q: 3 clusters Score -5331468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -5331470.000000 Penalty: 1034.159546
	Iteration 69Q: 3 clusters Score -5331470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -5331473.500000 Penalty: 1034.159546
	Iteration 70Q: 3 clusters Score -5331474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -5331473.000000 Penalty: 1034.159546
	Iteration 71Q: 3 clusters Score -5331473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5331472.500000 Penalty: 1034.159546
	Iteration 72Q: 3 clusters Score -5331472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5331479.000000 Penalty: 1034.159546
	Iteration 73Q: 3 clusters Score -5331479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -5331477.500000 Penalty: 1034.159546
	Iteration 74Q: 3 clusters Score -5331478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -5331474.500000 Penalty: 1034.159546
	Iteration 75Q: 3 clusters Score -5331474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -5331468.500000 Penalty: 1034.159546
	Iteration 76Q: 3 clusters Score -5331468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -5331464.500000 Penalty: 1034.159546
	Iteration 77Q: 3 clusters Score -5331464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5331469.500000 Penalty: 1034.159546
	Iteration 78Q: 3 clusters Score -5331470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -5331468.000000 Penalty: 1034.159546
	Iteration 79Q: 3 clusters Score -5331468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5331466.500000 Penalty: 1034.159546
	Iteration 80F: 3 clusters Score -5331466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -5331461.000000 Penalty: 1034.159546
	Iteration 81Q: 3 clusters Score -5331461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -5331467.000000 Penalty: 1034.159546
	Iteration 82Q: 3 clusters Score -5331467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -5331458.000000 Penalty: 1034.159546
	Iteration 83Q: 3 clusters Score -5331458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -5331461.000000 Penalty: 1034.159546
	Iteration 84Q: 3 clusters Score -5331461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -5331461.000000 Penalty: 1034.159546
	Iteration 85Q: 3 clusters Score -5331461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -5331465.500000 Penalty: 1034.159546
	Iteration 86Q: 3 clusters Score -5331466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -5331462.000000 Penalty: 1034.159546
	Iteration 87Q: 3 clusters Score -5331462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -5331463.500000 Penalty: 1034.159546
	Iteration 88Q: 3 clusters Score -5331464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -5331463.500000 Penalty: 1034.159546
	Iteration 89Q: 3 clusters Score -5331464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -5331463.500000 Penalty: 1034.159546
	Iteration 90F: 3 clusters Score -5331464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -195495.453125 Penalty: 366.422943
	Iteration 0F: 2 clusters Score -195495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -193328.187500 Penalty: 732.845886
	Iteration 0F: 3 clusters Score -193328.2 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -194155.312500 Penalty: 732.845886
	Iteration 1F: 3 clusters Score -194155.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -194312.078125 Penalty: 732.845886
	Iteration 2F: 3 clusters Score -194312.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -194466.250000 Penalty: 732.845886
	Iteration 3F: 3 clusters Score -194466.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -194596.734375 Penalty: 732.845886
	Iteration 4F: 3 clusters Score -194596.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -194712.562500 Penalty: 732.845886
	Iteration 5F: 3 clusters Score -194712.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -194798.765625 Penalty: 732.845886
	Iteration 6Q: 3 clusters Score -194798.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -194859.312500 Penalty: 732.845886
	Iteration 7Q: 3 clusters Score -194859.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -194900.250000 Penalty: 732.845886
	Iteration 8Q: 3 clusters Score -194900.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -194932.500000 Penalty: 732.845886
	Iteration 9Q: 3 clusters Score -194932.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -194953.125000 Penalty: 732.845886
	Iteration 10Q: 3 clusters Score -194953.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -194960.968750 Penalty: 732.845886
	Iteration 11Q: 3 clusters Score -194961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -194967.921875 Penalty: 732.845886
	Iteration 12Q: 3 clusters Score -194967.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -194972.671875 Penalty: 732.845886
	Iteration 13Q: 3 clusters Score -194972.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194976.328125 Penalty: 732.845886
	Iteration 14Q: 3 clusters Score -194976.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -194978.906250 Penalty: 732.845886
	Iteration 15Q: 3 clusters Score -194978.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -194981.953125 Penalty: 732.845886
	Iteration 16Q: 3 clusters Score -194982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -194982.562500 Penalty: 732.845886
	Iteration 17Q: 3 clusters Score -194982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -194983.468750 Penalty: 732.845886
	Iteration 18Q: 3 clusters Score -194983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -194984.562500 Penalty: 732.845886
	Iteration 19Q: 3 clusters Score -194984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194985.312500 Penalty: 732.845886
	Iteration 20F: 3 clusters Score -194985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194985.921875 Penalty: 732.845886
	Iteration 21Q: 3 clusters Score -194985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194985.921875 Penalty: 732.845886
	Iteration 22F: 3 clusters Score -194985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 33525 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 69269 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 75010 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86092 members 
Mstep: Class 18 contains 81615 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81415 members 
Mstep: Class 23 contains 86624 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 58593 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4627 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3275 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113438 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305052.000000 Penalty: 47402.378906
Iteration 399Q: 77 clusters Score -5.330505e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 72803 members 
Mstep: Class 3 contains 33541 members 
Mstep: Class 4 contains 1129 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 68751 members 
Mstep: Class 8 contains 954 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74891 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86118 members 
Mstep: Class 18 contains 81571 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81301 members 
Mstep: Class 23 contains 86577 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11134 members 
Mstep: Class 28 contains 59448 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4616 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3300 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113455 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304944.000000 Penalty: 47402.378906
Iteration 400F: 77 clusters Score -5.330494e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 72621 members 
Mstep: Class 3 contains 33558 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 68226 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74759 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86152 members 
Mstep: Class 18 contains 81555 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81228 members 
Mstep: Class 23 contains 86528 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11164 members 
Mstep: Class 28 contains 60290 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4601 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3319 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113494 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86193 members 
Mstep: Class 76 contains 3181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304864.000000 Penalty: 47402.378906
Iteration 401Q: 77 clusters Score -5.330486e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 72456 members 
Mstep: Class 3 contains 33581 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 67726 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74626 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86154 members 
Mstep: Class 18 contains 81546 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81158 members 
Mstep: Class 23 contains 86452 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 61169 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4593 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3332 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113493 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86197 members 
Mstep: Class 76 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304848.000000 Penalty: 47402.378906
Iteration 402Q: 77 clusters Score -5.330485e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 72319 members 
Mstep: Class 3 contains 33597 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 67201 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74526 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86149 members 
Mstep: Class 18 contains 81563 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81102 members 
Mstep: Class 23 contains 86355 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11227 members 
Mstep: Class 28 contains 62028 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4591 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3342 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113491 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86186 members 
Mstep: Class 76 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304884.000000 Penalty: 47402.378906
Iteration 403Q: 77 clusters Score -5.330488e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 72179 members 
Mstep: Class 3 contains 33638 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 66701 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74395 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86200 members 
Mstep: Class 18 contains 81564 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80982 members 
Mstep: Class 23 contains 86254 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11267 members 
Mstep: Class 28 contains 62844 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4582 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3355 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113538 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86174 members 
Mstep: Class 76 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304544.000000 Penalty: 47402.378906
Iteration 404Q: 77 clusters Score -5.330454e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 72050 members 
Mstep: Class 3 contains 33657 members 
Mstep: Class 4 contains 1100 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 66217 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74236 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5983 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86348 members 
Mstep: Class 18 contains 81584 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80917 members 
Mstep: Class 23 contains 86041 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11316 members 
Mstep: Class 28 contains 63629 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4562 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3365 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113582 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86172 members 
Mstep: Class 76 contains 3254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304464.000000 Penalty: 47402.378906
Iteration 405Q: 77 clusters Score -5.330446e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 71904 members 
Mstep: Class 3 contains 33687 members 
Mstep: Class 4 contains 1088 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 65715 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 74094 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86414 members 
Mstep: Class 18 contains 81587 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80950 members 
Mstep: Class 23 contains 85802 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11359 members 
Mstep: Class 28 contains 64445 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4550 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3380 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113634 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86152 members 
Mstep: Class 76 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304876.000000 Penalty: 47402.378906
Iteration 406Q: 77 clusters Score -5.330488e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 71739 members 
Mstep: Class 3 contains 33714 members 
Mstep: Class 4 contains 1082 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 65229 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 73954 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86422 members 
Mstep: Class 18 contains 81609 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80973 members 
Mstep: Class 23 contains 85574 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11394 members 
Mstep: Class 28 contains 65321 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4539 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3401 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113695 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86103 members 
Mstep: Class 76 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304804.000000 Penalty: 47402.378906
Iteration 407Q: 77 clusters Score -5.33048e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 71617 members 
Mstep: Class 3 contains 33781 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 64724 members 
Mstep: Class 8 contains 937 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 73789 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5983 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86463 members 
Mstep: Class 18 contains 81620 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80951 members 
Mstep: Class 23 contains 85310 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 66226 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3435 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113744 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 86056 members 
Mstep: Class 76 contains 3277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304880.000000 Penalty: 47402.378906
Iteration 408Q: 77 clusters Score -5.330488e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 71506 members 
Mstep: Class 3 contains 33832 members 
Mstep: Class 4 contains 1069 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 64240 members 
Mstep: Class 8 contains 935 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 73601 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86451 members 
Mstep: Class 18 contains 81620 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80910 members 
Mstep: Class 23 contains 85131 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11453 members 
Mstep: Class 28 contains 67170 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3466 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113769 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85998 members 
Mstep: Class 76 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304912.000000 Penalty: 47402.378906
Iteration 409Q: 77 clusters Score -5.330491e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71433 members 
Mstep: Class 3 contains 33894 members 
Mstep: Class 4 contains 1061 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 63730 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 73381 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86462 members 
Mstep: Class 18 contains 81612 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80829 members 
Mstep: Class 23 contains 84983 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11478 members 
Mstep: Class 28 contains 68154 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4504 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3492 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113766 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85938 members 
Mstep: Class 76 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304936.000000 Penalty: 47402.378906
Iteration 410Q: 77 clusters Score -5.330494e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 71359 members 
Mstep: Class 3 contains 33975 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 63256 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 73189 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86479 members 
Mstep: Class 18 contains 81552 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80772 members 
Mstep: Class 23 contains 84767 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11494 members 
Mstep: Class 28 contains 69115 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4504 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3529 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113740 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85907 members 
Mstep: Class 76 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305024.000000 Penalty: 47402.378906
Iteration 411Q: 77 clusters Score -5.330502e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 71257 members 
Mstep: Class 3 contains 34032 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 62805 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 73037 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86447 members 
Mstep: Class 18 contains 81477 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80701 members 
Mstep: Class 23 contains 84517 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11515 members 
Mstep: Class 28 contains 70162 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4501 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3565 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113701 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85892 members 
Mstep: Class 76 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304964.000000 Penalty: 47402.378906
Iteration 412Q: 77 clusters Score -5.330496e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 71161 members 
Mstep: Class 3 contains 34078 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 62350 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 72870 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86459 members 
Mstep: Class 18 contains 81434 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80605 members 
Mstep: Class 23 contains 84271 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11536 members 
Mstep: Class 28 contains 71216 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3604 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113638 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85869 members 
Mstep: Class 76 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304932.000000 Penalty: 47402.378906
Iteration 413Q: 77 clusters Score -5.330493e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 71046 members 
Mstep: Class 3 contains 34148 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 61872 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 72684 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86373 members 
Mstep: Class 18 contains 81402 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80544 members 
Mstep: Class 23 contains 84066 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11559 members 
Mstep: Class 28 contains 72265 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4488 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3641 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113614 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85847 members 
Mstep: Class 76 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304924.000000 Penalty: 47402.378906
Iteration 414Q: 77 clusters Score -5.330492e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 70942 members 
Mstep: Class 3 contains 34198 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 61444 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 72507 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86369 members 
Mstep: Class 18 contains 81337 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80407 members 
Mstep: Class 23 contains 83880 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11577 members 
Mstep: Class 28 contains 73283 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3682 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113598 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85801 members 
Mstep: Class 76 contains 3424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304848.000000 Penalty: 47402.378906
Iteration 415Q: 77 clusters Score -5.330485e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 70850 members 
Mstep: Class 3 contains 34241 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 61032 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 72324 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86377 members 
Mstep: Class 18 contains 81269 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80335 members 
Mstep: Class 23 contains 83602 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 74296 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3731 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113589 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85755 members 
Mstep: Class 76 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304604.000000 Penalty: 47402.378906
Iteration 416Q: 77 clusters Score -5.33046e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 70742 members 
Mstep: Class 3 contains 34272 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 60612 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 72143 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86408 members 
Mstep: Class 18 contains 81184 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80298 members 
Mstep: Class 23 contains 83335 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 75311 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4485 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3784 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113581 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85675 members 
Mstep: Class 76 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304736.000000 Penalty: 47402.378906
Iteration 417Q: 77 clusters Score -5.330474e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 70624 members 
Mstep: Class 3 contains 34311 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 60211 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71956 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86486 members 
Mstep: Class 18 contains 81175 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80277 members 
Mstep: Class 23 contains 83067 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 11617 members 
Mstep: Class 28 contains 76298 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4474 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3829 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113503 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85574 members 
Mstep: Class 76 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304920.000000 Penalty: 47402.378906
Iteration 418Q: 77 clusters Score -5.330492e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 70502 members 
Mstep: Class 3 contains 34385 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 59774 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71798 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86570 members 
Mstep: Class 18 contains 81218 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80280 members 
Mstep: Class 23 contains 82824 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 11639 members 
Mstep: Class 28 contains 77262 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4461 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3875 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 113269 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85510 members 
Mstep: Class 76 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53305116.000000 Penalty: 47402.378906
Iteration 419Q: 77 clusters Score -5.330512e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 70358 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 59274 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71622 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86681 members 
Mstep: Class 18 contains 81253 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80213 members 
Mstep: Class 23 contains 82684 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 11660 members 
Mstep: Class 28 contains 78355 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4446 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3925 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112878 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85516 members 
Mstep: Class 76 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304868.000000 Penalty: 47402.378906
Iteration 420F: 77 clusters Score -5.330487e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 70197 members 
Mstep: Class 3 contains 34554 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 58701 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71401 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86704 members 
Mstep: Class 18 contains 81268 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80157 members 
Mstep: Class 23 contains 82645 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11682 members 
Mstep: Class 28 contains 79646 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4441 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 3980 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 112392 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85532 members 
Mstep: Class 76 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304816.000000 Penalty: 47402.378906
Iteration 421Q: 77 clusters Score -5.330482e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 70030 members 
Mstep: Class 3 contains 34613 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 58116 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71214 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86691 members 
Mstep: Class 18 contains 81325 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80061 members 
Mstep: Class 23 contains 82576 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 11720 members 
Mstep: Class 28 contains 81183 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4442 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4033 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 111722 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85530 members 
Mstep: Class 76 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304724.000000 Penalty: 47402.378906
Iteration 422Q: 77 clusters Score -5.330472e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 69874 members 
Mstep: Class 3 contains 34718 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 57515 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71024 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5913 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86613 members 
Mstep: Class 18 contains 81409 members 
Mstep: Class 19 contains 141 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79976 members 
Mstep: Class 23 contains 82475 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11759 members 
Mstep: Class 28 contains 82939 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4442 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4096 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 110838 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85540 members 
Mstep: Class 76 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304188.000000 Penalty: 47402.378906
Iteration 423Q: 77 clusters Score -5.330419e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 69694 members 
Mstep: Class 3 contains 34856 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 56870 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70816 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5903 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86542 members 
Mstep: Class 18 contains 81504 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79964 members 
Mstep: Class 23 contains 82388 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11784 members 
Mstep: Class 28 contains 84862 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4437 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4169 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 109750 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85549 members 
Mstep: Class 76 contains 3795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303860.000000 Penalty: 47402.378906
Iteration 424Q: 77 clusters Score -5.330386e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 69524 members 
Mstep: Class 3 contains 35020 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 56226 members 
Mstep: Class 8 contains 908 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70636 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5886 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86429 members 
Mstep: Class 18 contains 81625 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79971 members 
Mstep: Class 23 contains 82317 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 11791 members 
Mstep: Class 28 contains 86971 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4440 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4238 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 108434 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85546 members 
Mstep: Class 76 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303820.000000 Penalty: 47402.378906
Iteration 425Q: 77 clusters Score -5.330382e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 69366 members 
Mstep: Class 3 contains 35200 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 55607 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70443 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86398 members 
Mstep: Class 18 contains 81787 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79898 members 
Mstep: Class 23 contains 82235 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11799 members 
Mstep: Class 28 contains 89144 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4451 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4308 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 106997 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85546 members 
Mstep: Class 76 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303492.000000 Penalty: 47402.378906
Iteration 426Q: 77 clusters Score -5.330349e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 69292 members 
Mstep: Class 3 contains 35445 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 55006 members 
Mstep: Class 8 contains 891 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70357 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86380 members 
Mstep: Class 18 contains 81923 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79881 members 
Mstep: Class 23 contains 82110 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11812 members 
Mstep: Class 28 contains 91281 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4380 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 105309 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85569 members 
Mstep: Class 76 contains 3852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302580.000000 Penalty: 47402.378906
Iteration 427Q: 77 clusters Score -5.330258e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 69233 members 
Mstep: Class 3 contains 35711 members 
Mstep: Class 4 contains 1072 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 54389 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70288 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5738 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86356 members 
Mstep: Class 18 contains 82075 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79861 members 
Mstep: Class 23 contains 82087 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 11829 members 
Mstep: Class 28 contains 93334 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4466 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4438 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 103578 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85565 members 
Mstep: Class 76 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53302236.000000 Penalty: 47402.378906
Iteration 428Q: 77 clusters Score -5.330224e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 69230 members 
Mstep: Class 3 contains 35993 members 
Mstep: Class 4 contains 1084 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 53771 members 
Mstep: Class 8 contains 879 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70287 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86368 members 
Mstep: Class 18 contains 82257 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79893 members 
Mstep: Class 23 contains 82039 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 11853 members 
Mstep: Class 28 contains 95044 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4476 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4498 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 101927 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85565 members 
Mstep: Class 76 contains 3857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301824.000000 Penalty: 47402.378906
Iteration 429Q: 77 clusters Score -5.330182e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 69292 members 
Mstep: Class 3 contains 36285 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 53175 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70289 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86441 members 
Mstep: Class 18 contains 82471 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79894 members 
Mstep: Class 23 contains 81996 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 11871 members 
Mstep: Class 28 contains 96348 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4496 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4566 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 100480 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85603 members 
Mstep: Class 76 contains 3846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53301056.000000 Penalty: 47402.378906
Iteration 430Q: 77 clusters Score -5.330106e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 69425 members 
Mstep: Class 3 contains 36631 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 52592 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70385 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86618 members 
Mstep: Class 18 contains 82683 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79856 members 
Mstep: Class 23 contains 81955 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 11895 members 
Mstep: Class 28 contains 97060 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4622 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99316 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85669 members 
Mstep: Class 76 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300520.000000 Penalty: 47402.378906
Iteration 431Q: 77 clusters Score -5.330052e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 69625 members 
Mstep: Class 3 contains 37016 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 51983 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70492 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86905 members 
Mstep: Class 18 contains 82829 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79896 members 
Mstep: Class 23 contains 81957 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 11913 members 
Mstep: Class 28 contains 97270 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4662 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98489 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85688 members 
Mstep: Class 76 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53300012.000000 Penalty: 47402.378906
Iteration 432Q: 77 clusters Score -5.330001e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 69892 members 
Mstep: Class 3 contains 37441 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 51390 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70592 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87252 members 
Mstep: Class 18 contains 82997 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 79984 members 
Mstep: Class 23 contains 81976 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 11926 members 
Mstep: Class 28 contains 96876 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4612 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4696 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98096 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85673 members 
Mstep: Class 76 contains 3806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299432.000000 Penalty: 47402.378906
Iteration 433Q: 77 clusters Score -5.329943e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 70183 members 
Mstep: Class 3 contains 37883 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 50794 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70706 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5319 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87605 members 
Mstep: Class 18 contains 83117 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80110 members 
Mstep: Class 23 contains 81944 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 11949 members 
Mstep: Class 28 contains 96248 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4631 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4722 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98003 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85638 members 
Mstep: Class 76 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299204.000000 Penalty: 47402.378906
Iteration 434Q: 77 clusters Score -5.32992e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 70486 members 
Mstep: Class 3 contains 38292 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 50158 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70808 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5184 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87843 members 
Mstep: Class 18 contains 83234 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80378 members 
Mstep: Class 23 contains 81931 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 95425 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4644 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4750 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98129 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85616 members 
Mstep: Class 76 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299520.000000 Penalty: 47402.378906
Iteration 435Q: 77 clusters Score -5.329952e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 70773 members 
Mstep: Class 3 contains 38652 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 49526 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 70912 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88089 members 
Mstep: Class 18 contains 83274 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80623 members 
Mstep: Class 23 contains 81987 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 11986 members 
Mstep: Class 28 contains 94563 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4649 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4772 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98373 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85589 members 
Mstep: Class 76 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299652.000000 Penalty: 47402.378906
Iteration 436Q: 77 clusters Score -5.329965e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 71062 members 
Mstep: Class 3 contains 38996 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 48834 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71032 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4989 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88213 members 
Mstep: Class 18 contains 83241 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 80908 members 
Mstep: Class 23 contains 82154 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12002 members 
Mstep: Class 28 contains 93670 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4657 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4793 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98671 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85608 members 
Mstep: Class 76 contains 3738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299844.000000 Penalty: 47402.378906
Iteration 437Q: 77 clusters Score -5.329984e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 71308 members 
Mstep: Class 3 contains 39323 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 48149 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71144 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88278 members 
Mstep: Class 18 contains 83212 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81191 members 
Mstep: Class 23 contains 82310 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12027 members 
Mstep: Class 28 contains 92853 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4662 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4815 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99033 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85623 members 
Mstep: Class 76 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53299996.000000 Penalty: 47402.378906
Iteration 438Q: 77 clusters Score -5.33e+07 nChanged 4189
Entering ConstructFrom: 
Score: -53299996.000000 Penalty: 47402.378906
Entering ConstructFrom: 
Trying to split cluster 1 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -125521.921875 Penalty: 347.119690
	Iteration 0F: 2 clusters Score -125521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -124051.687500 Penalty: 694.239380
	Iteration 0F: 3 clusters Score -124051.7 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -124739.632812 Penalty: 694.239380
	Iteration 1F: 3 clusters Score -124739.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -125001.585938 Penalty: 694.239380
	Iteration 2F: 3 clusters Score -125001.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125176.812500 Penalty: 694.239380
	Iteration 3F: 3 clusters Score -125176.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -125282.421875 Penalty: 694.239380
	Iteration 4F: 3 clusters Score -125282.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125329.125000 Penalty: 694.239380
	Iteration 5Q: 3 clusters Score -125329.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -125357.992188 Penalty: 694.239380
	Iteration 6Q: 3 clusters Score -125358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -125373.953125 Penalty: 694.239380
	Iteration 7Q: 3 clusters Score -125374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125386.476562 Penalty: 694.239380
	Iteration 8Q: 3 clusters Score -125386.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125397.875000 Penalty: 694.239380
	Iteration 9Q: 3 clusters Score -125397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125406.937500 Penalty: 694.239380
	Iteration 10Q: 3 clusters Score -125406.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125418.257812 Penalty: 694.239380
	Iteration 11Q: 3 clusters Score -125418.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125423.351562 Penalty: 694.239380
	Iteration 12Q: 3 clusters Score -125423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125425.109375 Penalty: 694.239380
	Iteration 13Q: 3 clusters Score -125425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125428.867188 Penalty: 694.239380
	Iteration 14Q: 3 clusters Score -125428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125430.617188 Penalty: 694.239380
	Iteration 15Q: 3 clusters Score -125430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125431.304688 Penalty: 694.239380
	Iteration 16Q: 3 clusters Score -125431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125431.375000 Penalty: 694.239380
	Iteration 17Q: 3 clusters Score -125431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125431.507812 Penalty: 694.239380
	Iteration 18Q: 3 clusters Score -125431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125431.578125 Penalty: 694.239380
	Iteration 19Q: 3 clusters Score -125431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125431.828125 Penalty: 694.239380
	Iteration 20F: 3 clusters Score -125431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125432.039062 Penalty: 694.239380
	Iteration 21Q: 3 clusters Score -125432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125432.414062 Penalty: 694.239380
	Iteration 22Q: 3 clusters Score -125432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125432.539062 Penalty: 694.239380
	Iteration 23Q: 3 clusters Score -125432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125432.664062 Penalty: 694.239380
	Iteration 24Q: 3 clusters Score -125432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125432.664062 Penalty: 694.239380
	Iteration 25F: 3 clusters Score -125432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Entering Unmasked Estep 
Score: -4374723.000000 Penalty: 508.609100
	Iteration 0F: 2 clusters Score -4374723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4326466.500000 Penalty: 1017.218201
	Iteration 0F: 3 clusters Score -4326466 nChanged 34821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4349061.500000 Penalty: 1017.218201
	Iteration 1F: 3 clusters Score -4349062 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -4351559.000000 Penalty: 1017.218201
	Iteration 2F: 3 clusters Score -4351559 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -4355530.500000 Penalty: 1017.218201
	Iteration 3F: 3 clusters Score -4355530 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -4360775.000000 Penalty: 1017.218201
	Iteration 4F: 3 clusters Score -4360775 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -4364984.500000 Penalty: 1017.218201
	Iteration 5F: 3 clusters Score -4364984 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -4366995.500000 Penalty: 1017.218201
	Iteration 6F: 3 clusters Score -4366996 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -4367836.500000 Penalty: 1017.218201
	Iteration 7Q: 3 clusters Score -4367836 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -4368416.500000 Penalty: 1017.218201
	Iteration 8Q: 3 clusters Score -4368416 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -4368840.000000 Penalty: 1017.218201
	Iteration 9Q: 3 clusters Score -4368840 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -4369245.500000 Penalty: 1017.218201
	Iteration 10Q: 3 clusters Score -4369246 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -4369626.000000 Penalty: 1017.218201
	Iteration 11Q: 3 clusters Score -4369626 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -4369968.000000 Penalty: 1017.218201
	Iteration 12Q: 3 clusters Score -4369968 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -4370262.500000 Penalty: 1017.218201
	Iteration 13Q: 3 clusters Score -4370262 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -4370501.000000 Penalty: 1017.218201
	Iteration 14Q: 3 clusters Score -4370501 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -4370758.500000 Penalty: 1017.218201
	Iteration 15Q: 3 clusters Score -4370758 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -4370956.500000 Penalty: 1017.218201
	Iteration 16Q: 3 clusters Score -4370956 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -4371119.500000 Penalty: 1017.218201
	Iteration 17Q: 3 clusters Score -4371120 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -4371216.500000 Penalty: 1017.218201
	Iteration 18Q: 3 clusters Score -4371216 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -4371350.500000 Penalty: 1017.218201
	Iteration 19Q: 3 clusters Score -4371350 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -4371475.000000 Penalty: 1017.218201
	Iteration 20F: 3 clusters Score -4371475 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -4371613.000000 Penalty: 1017.218201
	Iteration 21Q: 3 clusters Score -4371613 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -4371724.500000 Penalty: 1017.218201
	Iteration 22Q: 3 clusters Score -4371724 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -4371820.500000 Penalty: 1017.218201
	Iteration 23Q: 3 clusters Score -4371820 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -4371938.000000 Penalty: 1017.218201
	Iteration 24Q: 3 clusters Score -4371938 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -4372026.500000 Penalty: 1017.218201
	Iteration 25Q: 3 clusters Score -4372026 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -4372155.000000 Penalty: 1017.218201
	Iteration 26Q: 3 clusters Score -4372155 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -4372274.000000 Penalty: 1017.218201
	Iteration 27Q: 3 clusters Score -4372274 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -4372380.000000 Penalty: 1017.218201
	Iteration 28Q: 3 clusters Score -4372380 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -4372516.500000 Penalty: 1017.218201
	Iteration 29Q: 3 clusters Score -4372516 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -4372648.500000 Penalty: 1017.218201
	Iteration 30Q: 3 clusters Score -4372648 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -4372797.000000 Penalty: 1017.218201
	Iteration 31Q: 3 clusters Score -4372797 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -4372934.000000 Penalty: 1017.218201
	Iteration 32Q: 3 clusters Score -4372934 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -4373057.500000 Penalty: 1017.218201
	Iteration 33Q: 3 clusters Score -4373058 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -4373173.500000 Penalty: 1017.218201
	Iteration 34Q: 3 clusters Score -4373174 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -4373284.500000 Penalty: 1017.218201
	Iteration 35Q: 3 clusters Score -4373284 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -4373356.500000 Penalty: 1017.218201
	Iteration 36Q: 3 clusters Score -4373356 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -4373497.000000 Penalty: 1017.218201
	Iteration 37Q: 3 clusters Score -4373497 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -4373611.000000 Penalty: 1017.218201
	Iteration 38Q: 3 clusters Score -4373611 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -4373717.500000 Penalty: 1017.218201
	Iteration 39Q: 3 clusters Score -4373718 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -4373824.500000 Penalty: 1017.218201
	Iteration 40F: 3 clusters Score -4373824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -4373896.000000 Penalty: 1017.218201
	Iteration 41Q: 3 clusters Score -4373896 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -4373962.500000 Penalty: 1017.218201
	Iteration 42Q: 3 clusters Score -4373962 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -4374024.500000 Penalty: 1017.218201
	Iteration 43Q: 3 clusters Score -4374024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -4374064.500000 Penalty: 1017.218201
	Iteration 44Q: 3 clusters Score -4374064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -4374101.500000 Penalty: 1017.218201
	Iteration 45Q: 3 clusters Score -4374102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -4374123.500000 Penalty: 1017.218201
	Iteration 46Q: 3 clusters Score -4374124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -4374165.500000 Penalty: 1017.218201
	Iteration 47Q: 3 clusters Score -4374166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -4374198.500000 Penalty: 1017.218201
	Iteration 48Q: 3 clusters Score -4374198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -4374247.000000 Penalty: 1017.218201
	Iteration 49Q: 3 clusters Score -4374247 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -4374300.500000 Penalty: 1017.218201
	Iteration 50Q: 3 clusters Score -4374300 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -4374342.500000 Penalty: 1017.218201
	Iteration 51Q: 3 clusters Score -4374342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -4374361.500000 Penalty: 1017.218201
	Iteration 52Q: 3 clusters Score -4374362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -4374385.500000 Penalty: 1017.218201
	Iteration 53Q: 3 clusters Score -4374386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -4374404.000000 Penalty: 1017.218201
	Iteration 54Q: 3 clusters Score -4374404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -4374409.000000 Penalty: 1017.218201
	Iteration 55Q: 3 clusters Score -4374409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -4374416.000000 Penalty: 1017.218201
	Iteration 56Q: 3 clusters Score -4374416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -4374411.000000 Penalty: 1017.218201
	Iteration 57Q: 3 clusters Score -4374411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 70619 members 
Entering Unmasked Estep 
Score: -4374425.000000 Penalty: 1017.218201
	Iteration 58Q: 3 clusters Score -4374425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -4374423.000000 Penalty: 1017.218201
	Iteration 59Q: 3 clusters Score -4374423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -4374430.000000 Penalty: 1017.218201
	Iteration 60F: 3 clusters Score -4374430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -4374432.000000 Penalty: 1017.218201
	Iteration 61Q: 3 clusters Score -4374432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -4374433.000000 Penalty: 1017.218201
	Iteration 62Q: 3 clusters Score -4374433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -4374431.000000 Penalty: 1017.218201
	Iteration 63Q: 3 clusters Score -4374431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -4374431.500000 Penalty: 1017.218201
	Iteration 64Q: 3 clusters Score -4374432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -4374428.000000 Penalty: 1017.218201
	Iteration 65Q: 3 clusters Score -4374428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -4374426.000000 Penalty: 1017.218201
	Iteration 66Q: 3 clusters Score -4374426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -4374427.000000 Penalty: 1017.218201
	Iteration 67Q: 3 clusters Score -4374427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -4374426.000000 Penalty: 1017.218201
	Iteration 68Q: 3 clusters Score -4374426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -4374427.000000 Penalty: 1017.218201
	Iteration 69Q: 3 clusters Score -4374427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -4374426.000000 Penalty: 1017.218201
	Iteration 70Q: 3 clusters Score -4374426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -4374427.500000 Penalty: 1017.218201
	Iteration 71Q: 3 clusters Score -4374428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -4374432.000000 Penalty: 1017.218201
	Iteration 72Q: 3 clusters Score -4374432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -4374431.500000 Penalty: 1017.218201
	Iteration 73Q: 3 clusters Score -4374432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -4374433.000000 Penalty: 1017.218201
	Iteration 74Q: 3 clusters Score -4374433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -4374433.000000 Penalty: 1017.218201
	Iteration 75Q: 3 clusters Score -4374433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -4374443.000000 Penalty: 1017.218201
	Iteration 76Q: 3 clusters Score -4374443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -4374445.500000 Penalty: 1017.218201
	Iteration 77Q: 3 clusters Score -4374446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -4374448.000000 Penalty: 1017.218201
	Iteration 78Q: 3 clusters Score -4374448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -4374457.500000 Penalty: 1017.218201
	Iteration 79Q: 3 clusters Score -4374458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -4374457.500000 Penalty: 1017.218201
	Iteration 80F: 3 clusters Score -4374458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -4374466.500000 Penalty: 1017.218201
	Iteration 81Q: 3 clusters Score -4374466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -4374469.000000 Penalty: 1017.218201
	Iteration 82Q: 3 clusters Score -4374469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -4374466.000000 Penalty: 1017.218201
	Iteration 83Q: 3 clusters Score -4374466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -4374469.000000 Penalty: 1017.218201
	Iteration 84Q: 3 clusters Score -4374469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -4374470.000000 Penalty: 1017.218201
	Iteration 85Q: 3 clusters Score -4374470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -4374473.500000 Penalty: 1017.218201
	Iteration 86Q: 3 clusters Score -4374474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -4374472.500000 Penalty: 1017.218201
	Iteration 87Q: 3 clusters Score -4374472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -4374472.500000 Penalty: 1017.218201
	Iteration 88F: 3 clusters Score -4374472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Entering Unmasked Estep 
Score: -2511772.250000 Penalty: 481.758484
	Iteration 0F: 2 clusters Score -2511772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2485238.000000 Penalty: 963.516968
	Iteration 0F: 3 clusters Score -2485238 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2496520.750000 Penalty: 963.516968
	Iteration 1F: 3 clusters Score -2496521 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2496924.000000 Penalty: 963.516968
	Iteration 2Q: 3 clusters Score -2496924 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2497360.000000 Penalty: 963.516968
	Iteration 3Q: 3 clusters Score -2497360 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2498057.500000 Penalty: 963.516968
	Iteration 4Q: 3 clusters Score -2498058 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2499173.750000 Penalty: 963.516968
	Iteration 5Q: 3 clusters Score -2499174 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2501037.000000 Penalty: 963.516968
	Iteration 6F: 3 clusters Score -2501037 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2503712.500000 Penalty: 963.516968
	Iteration 7F: 3 clusters Score -2503712 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2505872.500000 Penalty: 963.516968
	Iteration 8F: 3 clusters Score -2505872 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2506669.000000 Penalty: 963.516968
	Iteration 9Q: 3 clusters Score -2506669 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2507007.750000 Penalty: 963.516968
	Iteration 10Q: 3 clusters Score -2507008 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2507222.000000 Penalty: 963.516968
	Iteration 11Q: 3 clusters Score -2507222 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2507439.500000 Penalty: 963.516968
	Iteration 12Q: 3 clusters Score -2507440 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2507657.000000 Penalty: 963.516968
	Iteration 13Q: 3 clusters Score -2507657 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2507867.000000 Penalty: 963.516968
	Iteration 14Q: 3 clusters Score -2507867 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2508045.500000 Penalty: 963.516968
	Iteration 15Q: 3 clusters Score -2508046 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2508222.500000 Penalty: 963.516968
	Iteration 16Q: 3 clusters Score -2508222 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2508437.750000 Penalty: 963.516968
	Iteration 17Q: 3 clusters Score -2508438 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2508637.750000 Penalty: 963.516968
	Iteration 18Q: 3 clusters Score -2508638 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2508815.250000 Penalty: 963.516968
	Iteration 19Q: 3 clusters Score -2508815 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2508998.500000 Penalty: 963.516968
	Iteration 20F: 3 clusters Score -2508998 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2509165.250000 Penalty: 963.516968
	Iteration 21Q: 3 clusters Score -2509165 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2509337.500000 Penalty: 963.516968
	Iteration 22Q: 3 clusters Score -2509338 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2509514.500000 Penalty: 963.516968
	Iteration 23Q: 3 clusters Score -2509514 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2509681.000000 Penalty: 963.516968
	Iteration 24Q: 3 clusters Score -2509681 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2509877.750000 Penalty: 963.516968
	Iteration 25Q: 3 clusters Score -2509878 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2510083.500000 Penalty: 963.516968
	Iteration 26Q: 3 clusters Score -2510084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2510264.750000 Penalty: 963.516968
	Iteration 27Q: 3 clusters Score -2510265 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2510441.250000 Penalty: 963.516968
	Iteration 28Q: 3 clusters Score -2510441 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2510594.750000 Penalty: 963.516968
	Iteration 29Q: 3 clusters Score -2510595 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2510714.000000 Penalty: 963.516968
	Iteration 30Q: 3 clusters Score -2510714 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2510818.750000 Penalty: 963.516968
	Iteration 31Q: 3 clusters Score -2510819 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2510902.500000 Penalty: 963.516968
	Iteration 32Q: 3 clusters Score -2510902 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2510980.500000 Penalty: 963.516968
	Iteration 33Q: 3 clusters Score -2510980 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2511040.500000 Penalty: 963.516968
	Iteration 34Q: 3 clusters Score -2511040 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2511093.750000 Penalty: 963.516968
	Iteration 35Q: 3 clusters Score -2511094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2511150.250000 Penalty: 963.516968
	Iteration 36Q: 3 clusters Score -2511150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2511186.000000 Penalty: 963.516968
	Iteration 37Q: 3 clusters Score -2511186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2511220.250000 Penalty: 963.516968
	Iteration 38Q: 3 clusters Score -2511220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2511246.500000 Penalty: 963.516968
	Iteration 39Q: 3 clusters Score -2511246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2511271.250000 Penalty: 963.516968
	Iteration 40F: 3 clusters Score -2511271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2511292.750000 Penalty: 963.516968
	Iteration 41Q: 3 clusters Score -2511293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2511310.250000 Penalty: 963.516968
	Iteration 42Q: 3 clusters Score -2511310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2511326.250000 Penalty: 963.516968
	Iteration 43Q: 3 clusters Score -2511326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2511337.750000 Penalty: 963.516968
	Iteration 44Q: 3 clusters Score -2511338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2511347.250000 Penalty: 963.516968
	Iteration 45Q: 3 clusters Score -2511347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2511359.250000 Penalty: 963.516968
	Iteration 46Q: 3 clusters Score -2511359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2511363.750000 Penalty: 963.516968
	Iteration 47Q: 3 clusters Score -2511364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2511365.250000 Penalty: 963.516968
	Iteration 48Q: 3 clusters Score -2511365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2511366.250000 Penalty: 963.516968
	Iteration 49Q: 3 clusters Score -2511366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2511364.750000 Penalty: 963.516968
	Iteration 50Q: 3 clusters Score -2511365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2511364.750000 Penalty: 963.516968
	Iteration 51F: 3 clusters Score -2511365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -77207.578125 Penalty: 323.684998
	Iteration 0F: 2 clusters Score -77207.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76273.742188 Penalty: 647.369995
	Iteration 0F: 3 clusters Score -76273.74 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -76580.585938 Penalty: 647.369995
	Iteration 1F: 3 clusters Score -76580.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -76680.656250 Penalty: 647.369995
	Iteration 2F: 3 clusters Score -76680.66 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76753.421875 Penalty: 647.369995
	Iteration 3F: 3 clusters Score -76753.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76803.789062 Penalty: 647.369995
	Iteration 4Q: 3 clusters Score -76803.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76850.125000 Penalty: 647.369995
	Iteration 5Q: 3 clusters Score -76850.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76873.390625 Penalty: 647.369995
	Iteration 6Q: 3 clusters Score -76873.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76889.492188 Penalty: 647.369995
	Iteration 7Q: 3 clusters Score -76889.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76899.953125 Penalty: 647.369995
	Iteration 8Q: 3 clusters Score -76899.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76905.789062 Penalty: 647.369995
	Iteration 9Q: 3 clusters Score -76905.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76908.445312 Penalty: 647.369995
	Iteration 10Q: 3 clusters Score -76908.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76910.789062 Penalty: 647.369995
	Iteration 11Q: 3 clusters Score -76910.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76914.679688 Penalty: 647.369995
	Iteration 12Q: 3 clusters Score -76914.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76921.031250 Penalty: 647.369995
	Iteration 13Q: 3 clusters Score -76921.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76927.093750 Penalty: 647.369995
	Iteration 14Q: 3 clusters Score -76927.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76931.820312 Penalty: 647.369995
	Iteration 15Q: 3 clusters Score -76931.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76934.109375 Penalty: 647.369995
	Iteration 16Q: 3 clusters Score -76934.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76934.367188 Penalty: 647.369995
	Iteration 17Q: 3 clusters Score -76934.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76934.796875 Penalty: 647.369995
	Iteration 18Q: 3 clusters Score -76934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76935.125000 Penalty: 647.369995
	Iteration 19Q: 3 clusters Score -76935.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76935.562500 Penalty: 647.369995
	Iteration 20F: 3 clusters Score -76935.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76936.367188 Penalty: 647.369995
	Iteration 21Q: 3 clusters Score -76936.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76936.671875 Penalty: 647.369995
	Iteration 22Q: 3 clusters Score -76936.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76937.187500 Penalty: 647.369995
	Iteration 23Q: 3 clusters Score -76937.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76939.187500 Penalty: 647.369995
	Iteration 24Q: 3 clusters Score -76939.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76941.460938 Penalty: 647.369995
	Iteration 25Q: 3 clusters Score -76941.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76943.414062 Penalty: 647.369995
	Iteration 26Q: 3 clusters Score -76943.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76945.664062 Penalty: 647.369995
	Iteration 27Q: 3 clusters Score -76945.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76946.476562 Penalty: 647.369995
	Iteration 28Q: 3 clusters Score -76946.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76947.343750 Penalty: 647.369995
	Iteration 29Q: 3 clusters Score -76947.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76949.492188 Penalty: 647.369995
	Iteration 30Q: 3 clusters Score -76949.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76950.500000 Penalty: 647.369995
	Iteration 31Q: 3 clusters Score -76950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76951.007812 Penalty: 647.369995
	Iteration 32Q: 3 clusters Score -76951.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76951.085938 Penalty: 647.369995
	Iteration 33Q: 3 clusters Score -76951.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76951.148438 Penalty: 647.369995
	Iteration 34Q: 3 clusters Score -76951.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76951.148438 Penalty: 647.369995
	Iteration 35F: 3 clusters Score -76951.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26353.423828 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -26353.42 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 191 members 
Entering Unmasked Estep 
Score: -25933.929688 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -25933.93 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26069.203125 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -26069.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26110.285156 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -26110.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26120.582031 Penalty: 549.228821
	Iteration 3Q: 3 clusters Score -26120.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26128.128906 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -26128.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26132.185547 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -26132.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26135.859375 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -26135.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26139.361328 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -26139.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26143.105469 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -26143.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26148.859375 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -26148.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26155.505859 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -26155.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26165.708984 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -26165.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26169.402344 Penalty: 549.228821
	Iteration 12Q: 3 clusters Score -26169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26175.376953 Penalty: 549.228821
	Iteration 13Q: 3 clusters Score -26175.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26178.882812 Penalty: 549.228821
	Iteration 14Q: 3 clusters Score -26178.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26187.884766 Penalty: 549.228821
	Iteration 15Q: 3 clusters Score -26187.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26197.888672 Penalty: 549.228821
	Iteration 16Q: 3 clusters Score -26197.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26210.455078 Penalty: 549.228821
	Iteration 17Q: 3 clusters Score -26210.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26226.986328 Penalty: 549.228821
	Iteration 18Q: 3 clusters Score -26226.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26239.478516 Penalty: 549.228821
	Iteration 19Q: 3 clusters Score -26239.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26245.212891 Penalty: 549.228821
	Iteration 20F: 3 clusters Score -26245.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26250.982422 Penalty: 549.228821
	Iteration 21Q: 3 clusters Score -26250.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26255.029297 Penalty: 549.228821
	Iteration 22Q: 3 clusters Score -26255.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26262.167969 Penalty: 549.228821
	Iteration 23Q: 3 clusters Score -26262.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26263.814453 Penalty: 549.228821
	Iteration 24Q: 3 clusters Score -26263.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26263.814453 Penalty: 549.228821
	Iteration 25F: 3 clusters Score -26263.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -12981.668945 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -12981.67 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 129 members 
Entering Unmasked Estep 
Score: -12684.128906 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -12684.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12745.611328 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -12745.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12785.512695 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -12785.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12831.453125 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -12831.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12867.773438 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -12867.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12879.519531 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -12879.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12892.241211 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -12892.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12897.101562 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -12897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12906.234375 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -12906.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12908.922852 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -12908.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12923.028320 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -12923.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12925.553711 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -12925.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12925.553711 Penalty: 493.670471
	Iteration 12F: 3 clusters Score -12925.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Entering Unmasked Estep 
Score: -2955967.250000 Penalty: 489.992889
	Iteration 0F: 2 clusters Score -2955967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2924007.000000 Penalty: 979.985779
	Iteration 0F: 3 clusters Score -2924007 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2938436.000000 Penalty: 979.985779
	Iteration 1F: 3 clusters Score -2938436 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2939951.500000 Penalty: 979.985779
	Iteration 2F: 3 clusters Score -2939952 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2942486.250000 Penalty: 979.985779
	Iteration 3F: 3 clusters Score -2942486 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2945721.750000 Penalty: 979.985779
	Iteration 4F: 3 clusters Score -2945722 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2948664.500000 Penalty: 979.985779
	Iteration 5F: 3 clusters Score -2948664 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2950494.750000 Penalty: 979.985779
	Iteration 6Q: 3 clusters Score -2950495 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2951684.750000 Penalty: 979.985779
	Iteration 7Q: 3 clusters Score -2951685 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2952436.000000 Penalty: 979.985779
	Iteration 8Q: 3 clusters Score -2952436 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2953013.500000 Penalty: 979.985779
	Iteration 9Q: 3 clusters Score -2953014 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2953438.000000 Penalty: 979.985779
	Iteration 10Q: 3 clusters Score -2953438 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2953732.000000 Penalty: 979.985779
	Iteration 11Q: 3 clusters Score -2953732 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2953990.750000 Penalty: 979.985779
	Iteration 12Q: 3 clusters Score -2953991 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2954203.750000 Penalty: 979.985779
	Iteration 13Q: 3 clusters Score -2954204 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2954392.750000 Penalty: 979.985779
	Iteration 14Q: 3 clusters Score -2954393 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2954565.750000 Penalty: 979.985779
	Iteration 15Q: 3 clusters Score -2954566 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2954731.250000 Penalty: 979.985779
	Iteration 16Q: 3 clusters Score -2954731 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2954867.750000 Penalty: 979.985779
	Iteration 17Q: 3 clusters Score -2954868 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2954988.250000 Penalty: 979.985779
	Iteration 18Q: 3 clusters Score -2954988 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2955078.000000 Penalty: 979.985779
	Iteration 19Q: 3 clusters Score -2955078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2955153.000000 Penalty: 979.985779
	Iteration 20F: 3 clusters Score -2955153 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2955219.750000 Penalty: 979.985779
	Iteration 21Q: 3 clusters Score -2955220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2955277.500000 Penalty: 979.985779
	Iteration 22Q: 3 clusters Score -2955278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2955326.250000 Penalty: 979.985779
	Iteration 23Q: 3 clusters Score -2955326 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2955361.500000 Penalty: 979.985779
	Iteration 24Q: 3 clusters Score -2955362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2955383.750000 Penalty: 979.985779
	Iteration 25Q: 3 clusters Score -2955384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2955419.000000 Penalty: 979.985779
	Iteration 26Q: 3 clusters Score -2955419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2955447.000000 Penalty: 979.985779
	Iteration 27Q: 3 clusters Score -2955447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2955462.000000 Penalty: 979.985779
	Iteration 28Q: 3 clusters Score -2955462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2955484.250000 Penalty: 979.985779
	Iteration 29Q: 3 clusters Score -2955484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2955489.500000 Penalty: 979.985779
	Iteration 30Q: 3 clusters Score -2955490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2955501.250000 Penalty: 979.985779
	Iteration 31Q: 3 clusters Score -2955501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2955514.750000 Penalty: 979.985779
	Iteration 32Q: 3 clusters Score -2955515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2955519.000000 Penalty: 979.985779
	Iteration 33Q: 3 clusters Score -2955519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2955532.000000 Penalty: 979.985779
	Iteration 34Q: 3 clusters Score -2955532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2955539.250000 Penalty: 979.985779
	Iteration 35Q: 3 clusters Score -2955539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2955547.000000 Penalty: 979.985779
	Iteration 36Q: 3 clusters Score -2955547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2955551.750000 Penalty: 979.985779
	Iteration 37Q: 3 clusters Score -2955552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2955559.500000 Penalty: 979.985779
	Iteration 38Q: 3 clusters Score -2955560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2955566.500000 Penalty: 979.985779
	Iteration 39Q: 3 clusters Score -2955566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2955569.500000 Penalty: 979.985779
	Iteration 40F: 3 clusters Score -2955570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2955568.500000 Penalty: 979.985779
	Iteration 41Q: 3 clusters Score -2955568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2955567.750000 Penalty: 979.985779
	Iteration 42Q: 3 clusters Score -2955568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2955568.750000 Penalty: 979.985779
	Iteration 43Q: 3 clusters Score -2955569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2955573.750000 Penalty: 979.985779
	Iteration 44Q: 3 clusters Score -2955574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2955575.500000 Penalty: 979.985779
	Iteration 45Q: 3 clusters Score -2955576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2955572.750000 Penalty: 979.985779
	Iteration 46Q: 3 clusters Score -2955573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2955573.500000 Penalty: 979.985779
	Iteration 47Q: 3 clusters Score -2955574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2955571.500000 Penalty: 979.985779
	Iteration 48Q: 3 clusters Score -2955572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2955571.500000 Penalty: 979.985779
	Iteration 49F: 3 clusters Score -2955572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -49628.519531 Penalty: 306.152588
	Iteration 0F: 2 clusters Score -49628.52 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 434 members 
Entering Unmasked Estep 
Score: -48928.632812 Penalty: 612.305176
	Iteration 0F: 3 clusters Score -48928.63 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49114.207031 Penalty: 612.305176
	Iteration 1F: 3 clusters Score -49114.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49193.128906 Penalty: 612.305176
	Iteration 2F: 3 clusters Score -49193.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -49263.750000 Penalty: 612.305176
	Iteration 3F: 3 clusters Score -49263.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49301.148438 Penalty: 612.305176
	Iteration 4F: 3 clusters Score -49301.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49327.066406 Penalty: 612.305176
	Iteration 5Q: 3 clusters Score -49327.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49355.097656 Penalty: 612.305176
	Iteration 6Q: 3 clusters Score -49355.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49375.128906 Penalty: 612.305176
	Iteration 7Q: 3 clusters Score -49375.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49393.800781 Penalty: 612.305176
	Iteration 8Q: 3 clusters Score -49393.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49402.035156 Penalty: 612.305176
	Iteration 9Q: 3 clusters Score -49402.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49409.332031 Penalty: 612.305176
	Iteration 10Q: 3 clusters Score -49409.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49419.152344 Penalty: 612.305176
	Iteration 11Q: 3 clusters Score -49419.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49424.953125 Penalty: 612.305176
	Iteration 12Q: 3 clusters Score -49424.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49429.863281 Penalty: 612.305176
	Iteration 13Q: 3 clusters Score -49429.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49434.195312 Penalty: 612.305176
	Iteration 14Q: 3 clusters Score -49434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49437.250000 Penalty: 612.305176
	Iteration 15Q: 3 clusters Score -49437.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49441.710938 Penalty: 612.305176
	Iteration 16Q: 3 clusters Score -49441.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49444.937500 Penalty: 612.305176
	Iteration 17Q: 3 clusters Score -49444.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49446.390625 Penalty: 612.305176
	Iteration 18Q: 3 clusters Score -49446.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49448.875000 Penalty: 612.305176
	Iteration 19Q: 3 clusters Score -49448.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49451.234375 Penalty: 612.305176
	Iteration 20F: 3 clusters Score -49451.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49455.523438 Penalty: 612.305176
	Iteration 21Q: 3 clusters Score -49455.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49456.312500 Penalty: 612.305176
	Iteration 22Q: 3 clusters Score -49456.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49456.664062 Penalty: 612.305176
	Iteration 23Q: 3 clusters Score -49456.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49456.785156 Penalty: 612.305176
	Iteration 24Q: 3 clusters Score -49456.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49456.785156 Penalty: 612.305176
	Iteration 25F: 3 clusters Score -49456.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -31074.398438 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -31074.4 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 240 members 
Entering Unmasked Estep 
Score: -30579.677734 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -30579.68 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30715.365234 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -30715.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30743.677734 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -30743.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30757.113281 Penalty: 563.132019
	Iteration 3Q: 3 clusters Score -30757.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30764.435547 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -30764.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30774.638672 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -30774.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30780.908203 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -30780.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30783.605469 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -30783.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30786.853516 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -30786.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30788.283203 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -30788.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30790.164062 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -30790.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30792.732422 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -30792.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30796.476562 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -30796.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30798.962891 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -30798.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30802.777344 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -30802.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30804.570312 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -30804.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30808.220703 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -30808.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30813.236328 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -30813.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30824.136719 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -30824.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30836.005859 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -30836.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30841.625000 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -30841.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30847.542969 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -30847.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30850.689453 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -30850.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30855.476562 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -30855.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30859.833984 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -30859.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30869.701172 Penalty: 563.132019
	Iteration 25Q: 3 clusters Score -30869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30875.636719 Penalty: 563.132019
	Iteration 26Q: 3 clusters Score -30875.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30877.580078 Penalty: 563.132019
	Iteration 27Q: 3 clusters Score -30877.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30877.580078 Penalty: 563.132019
	Iteration 28F: 3 clusters Score -30877.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -20115.123047 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -20115.12 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 144 members 
Entering Unmasked Estep 
Score: -19751.673828 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -19751.67 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19855.111328 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19855.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19884.437500 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19884.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19905.457031 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19905.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19919.664062 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19919.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19933.966797 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19933.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19946.775391 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19946.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19952.138672 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19952.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19955.812500 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19955.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19957.203125 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19957.775391 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19957.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19958.353516 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19958.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19960.181641 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19960.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19961.455078 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19961.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19961.455078 Penalty: 522.904541
	Iteration 14F: 3 clusters Score -19961.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -9200.619141 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9200.619 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 94 members 
Entering Unmasked Estep 
Score: -8926.657227 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8926.657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8976.384766 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8976.385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8994.461914 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -8994.462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9011.130859 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -9011.131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9023.027344 Penalty: 476.030884
	Iteration 4F: 3 clusters Score -9023.027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9029.624023 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9029.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9030.917969 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -9030.918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9038.079102 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -9038.079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9040.104492 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -9040.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9046.123047 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -9046.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9052.351562 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -9052.352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9055.806641 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -9055.807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9063.468750 Penalty: 476.030884
	Iteration 12Q: 3 clusters Score -9063.469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9069.391602 Penalty: 476.030884
	Iteration 13Q: 3 clusters Score -9069.392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9076.990234 Penalty: 476.030884
	Iteration 14Q: 3 clusters Score -9076.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9082.766602 Penalty: 476.030884
	Iteration 15Q: 3 clusters Score -9082.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9084.122070 Penalty: 476.030884
	Iteration 16Q: 3 clusters Score -9084.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9093.435547 Penalty: 476.030884
	Iteration 17Q: 3 clusters Score -9093.436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9099.481445 Penalty: 476.030884
	Iteration 18Q: 3 clusters Score -9099.481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9099.481445 Penalty: 476.030884
	Iteration 19F: 3 clusters Score -9099.481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Entering Unmasked Estep 
Score: -4384618.500000 Penalty: 508.400665
	Iteration 0F: 2 clusters Score -4384618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4336786.000000 Penalty: 1016.801331
	Iteration 0F: 3 clusters Score -4336786 nChanged 34439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4359003.000000 Penalty: 1016.801331
	Iteration 1F: 3 clusters Score -4359003 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4361860.500000 Penalty: 1016.801331
	Iteration 2F: 3 clusters Score -4361860 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4366357.500000 Penalty: 1016.801331
	Iteration 3F: 3 clusters Score -4366358 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -4372240.500000 Penalty: 1016.801331
	Iteration 4F: 3 clusters Score -4372240 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4376915.500000 Penalty: 1016.801331
	Iteration 5F: 3 clusters Score -4376916 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -4379715.500000 Penalty: 1016.801331
	Iteration 6Q: 3 clusters Score -4379716 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4381075.000000 Penalty: 1016.801331
	Iteration 7Q: 3 clusters Score -4381075 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4381841.000000 Penalty: 1016.801331
	Iteration 8Q: 3 clusters Score -4381841 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4382380.500000 Penalty: 1016.801331
	Iteration 9Q: 3 clusters Score -4382380 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4382749.500000 Penalty: 1016.801331
	Iteration 10Q: 3 clusters Score -4382750 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4383075.500000 Penalty: 1016.801331
	Iteration 11Q: 3 clusters Score -4383076 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4383387.000000 Penalty: 1016.801331
	Iteration 12Q: 3 clusters Score -4383387 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4383610.000000 Penalty: 1016.801331
	Iteration 13Q: 3 clusters Score -4383610 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4383763.500000 Penalty: 1016.801331
	Iteration 14Q: 3 clusters Score -4383764 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4383899.000000 Penalty: 1016.801331
	Iteration 15Q: 3 clusters Score -4383899 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4383982.500000 Penalty: 1016.801331
	Iteration 16Q: 3 clusters Score -4383982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4384032.500000 Penalty: 1016.801331
	Iteration 17Q: 3 clusters Score -4384032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4384055.000000 Penalty: 1016.801331
	Iteration 18Q: 3 clusters Score -4384055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4384088.500000 Penalty: 1016.801331
	Iteration 19Q: 3 clusters Score -4384088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4384111.000000 Penalty: 1016.801331
	Iteration 20F: 3 clusters Score -4384111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4384125.000000 Penalty: 1016.801331
	Iteration 21Q: 3 clusters Score -4384125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4384133.000000 Penalty: 1016.801331
	Iteration 22Q: 3 clusters Score -4384133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4384140.000000 Penalty: 1016.801331
	Iteration 23Q: 3 clusters Score -4384140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4384150.500000 Penalty: 1016.801331
	Iteration 24Q: 3 clusters Score -4384150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4384152.500000 Penalty: 1016.801331
	Iteration 25Q: 3 clusters Score -4384152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4384154.000000 Penalty: 1016.801331
	Iteration 26Q: 3 clusters Score -4384154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4384167.000000 Penalty: 1016.801331
	Iteration 27Q: 3 clusters Score -4384167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4384172.000000 Penalty: 1016.801331
	Iteration 28Q: 3 clusters Score -4384172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4384173.500000 Penalty: 1016.801331
	Iteration 29Q: 3 clusters Score -4384174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4384178.000000 Penalty: 1016.801331
	Iteration 30Q: 3 clusters Score -4384178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4384189.000000 Penalty: 1016.801331
	Iteration 31Q: 3 clusters Score -4384189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4384202.500000 Penalty: 1016.801331
	Iteration 32Q: 3 clusters Score -4384202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4384200.500000 Penalty: 1016.801331
	Iteration 33Q: 3 clusters Score -4384200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4384206.000000 Penalty: 1016.801331
	Iteration 34Q: 3 clusters Score -4384206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4384213.000000 Penalty: 1016.801331
	Iteration 35Q: 3 clusters Score -4384213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4384214.000000 Penalty: 1016.801331
	Iteration 36Q: 3 clusters Score -4384214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4384216.000000 Penalty: 1016.801331
	Iteration 37Q: 3 clusters Score -4384216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4384219.000000 Penalty: 1016.801331
	Iteration 38Q: 3 clusters Score -4384219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4384221.500000 Penalty: 1016.801331
	Iteration 39Q: 3 clusters Score -4384222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4384222.500000 Penalty: 1016.801331
	Iteration 40F: 3 clusters Score -4384222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4384224.000000 Penalty: 1016.801331
	Iteration 41Q: 3 clusters Score -4384224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4384229.000000 Penalty: 1016.801331
	Iteration 42Q: 3 clusters Score -4384229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4384234.000000 Penalty: 1016.801331
	Iteration 43Q: 3 clusters Score -4384234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4384236.500000 Penalty: 1016.801331
	Iteration 44Q: 3 clusters Score -4384236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4384236.500000 Penalty: 1016.801331
	Iteration 45Q: 3 clusters Score -4384236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4384237.500000 Penalty: 1016.801331
	Iteration 46Q: 3 clusters Score -4384238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4384237.500000 Penalty: 1016.801331
	Iteration 47F: 3 clusters Score -4384238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22295.037109 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22295.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21907.041016 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21907.04 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22084.632812 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22084.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22140.910156 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22140.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22165.798828 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -22165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22173.837891 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -22173.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22185.578125 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22185.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22193.392578 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22193.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22206.718750 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -22206.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22218.357422 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -22218.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22234.582031 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -22234.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22243.902344 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -22243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22248.808594 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -22248.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22255.753906 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -22255.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22259.763672 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -22259.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22259.763672 Penalty: 535.887878
	Iteration 14F: 3 clusters Score -22259.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -307983.718750 Penalty: 385.608490
	Iteration 0F: 2 clusters Score -307983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -304717.750000 Penalty: 771.216980
	Iteration 0F: 3 clusters Score -304717.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -305883.062500 Penalty: 771.216980
	Iteration 1F: 3 clusters Score -305883.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -306037.281250 Penalty: 771.216980
	Iteration 2F: 3 clusters Score -306037.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -306249.375000 Penalty: 771.216980
	Iteration 3F: 3 clusters Score -306249.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -306526.125000 Penalty: 771.216980
	Iteration 4F: 3 clusters Score -306526.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -306860.312500 Penalty: 771.216980
	Iteration 5F: 3 clusters Score -306860.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -307165.156250 Penalty: 771.216980
	Iteration 6F: 3 clusters Score -307165.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -307374.312500 Penalty: 771.216980
	Iteration 7Q: 3 clusters Score -307374.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -307494.937500 Penalty: 771.216980
	Iteration 8Q: 3 clusters Score -307494.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -307565.625000 Penalty: 771.216980
	Iteration 9Q: 3 clusters Score -307565.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -307594.250000 Penalty: 771.216980
	Iteration 10Q: 3 clusters Score -307594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -307625.000000 Penalty: 771.216980
	Iteration 11Q: 3 clusters Score -307625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -307637.968750 Penalty: 771.216980
	Iteration 12Q: 3 clusters Score -307638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -307647.718750 Penalty: 771.216980
	Iteration 13Q: 3 clusters Score -307647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -307657.000000 Penalty: 771.216980
	Iteration 14Q: 3 clusters Score -307657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -307659.531250 Penalty: 771.216980
	Iteration 15Q: 3 clusters Score -307659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -307662.843750 Penalty: 771.216980
	Iteration 16Q: 3 clusters Score -307662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -307667.125000 Penalty: 771.216980
	Iteration 17Q: 3 clusters Score -307667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -307668.468750 Penalty: 771.216980
	Iteration 18Q: 3 clusters Score -307668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -307668.468750 Penalty: 771.216980
	Iteration 19F: 3 clusters Score -307668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -8092.979980 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -8092.98 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 115 members 
Entering Unmasked Estep 
Score: -7812.107422 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7812.107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7954.189941 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7954.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7987.195312 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7987.195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8003.156250 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -8003.156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8027.679688 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -8027.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8036.112793 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -8036.113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8042.002930 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -8042.003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8046.389648 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -8046.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8048.474609 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -8048.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8049.127930 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -8049.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8049.127930 Penalty: 503.538452
	Iteration 10F: 3 clusters Score -8049.128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7848.482422 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7848.482 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 60 members 
Entering Unmasked Estep 
Score: -7630.317383 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7630.317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7668.351562 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7668.352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7692.961914 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7692.962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7717.034180 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -7717.034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7724.401855 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7724.402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7724.401855 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -7724.402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Entering Unmasked Estep 
Score: -5522976.000000 Penalty: 518.184265
	Iteration 0F: 2 clusters Score -5522976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5464975.500000 Penalty: 1036.368530
	Iteration 0F: 3 clusters Score -5464976 nChanged 43201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5491992.500000 Penalty: 1036.368530
	Iteration 1F: 3 clusters Score -5491992 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -5493831.500000 Penalty: 1036.368530
	Iteration 2Q: 3 clusters Score -5493832 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -5497246.500000 Penalty: 1036.368530
	Iteration 3F: 3 clusters Score -5497246 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -5502337.000000 Penalty: 1036.368530
	Iteration 4F: 3 clusters Score -5502337 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -5507170.000000 Penalty: 1036.368530
	Iteration 5F: 3 clusters Score -5507170 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -5509178.000000 Penalty: 1036.368530
	Iteration 6F: 3 clusters Score -5509178 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -5509792.500000 Penalty: 1036.368530
	Iteration 7Q: 3 clusters Score -5509792 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -5510196.000000 Penalty: 1036.368530
	Iteration 8Q: 3 clusters Score -5510196 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -5510647.500000 Penalty: 1036.368530
	Iteration 9Q: 3 clusters Score -5510648 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -5511166.000000 Penalty: 1036.368530
	Iteration 10Q: 3 clusters Score -5511166 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -5511822.500000 Penalty: 1036.368530
	Iteration 11Q: 3 clusters Score -5511822 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5512633.500000 Penalty: 1036.368530
	Iteration 12Q: 3 clusters Score -5512634 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -5513543.000000 Penalty: 1036.368530
	Iteration 13Q: 3 clusters Score -5513543 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -5514658.000000 Penalty: 1036.368530
	Iteration 14Q: 3 clusters Score -5514658 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -5515861.500000 Penalty: 1036.368530
	Iteration 15Q: 3 clusters Score -5515862 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -5517234.000000 Penalty: 1036.368530
	Iteration 16Q: 3 clusters Score -5517234 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -5518535.500000 Penalty: 1036.368530
	Iteration 17Q: 3 clusters Score -5518536 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -5519582.000000 Penalty: 1036.368530
	Iteration 18Q: 3 clusters Score -5519582 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5520309 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -5520838.500000 Penalty: 1036.368530
	Iteration 20F: 3 clusters Score -5520838 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5521199 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -5521377.000000 Penalty: 1036.368530
	Iteration 22Q: 3 clusters Score -5521377 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -5521489.500000 Penalty: 1036.368530
	Iteration 23Q: 3 clusters Score -5521490 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -5521603.000000 Penalty: 1036.368530
	Iteration 24Q: 3 clusters Score -5521603 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -5521684.000000 Penalty: 1036.368530
	Iteration 25Q: 3 clusters Score -5521684 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -5521721.500000 Penalty: 1036.368530
	Iteration 26Q: 3 clusters Score -5521722 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -5521775.000000 Penalty: 1036.368530
	Iteration 27Q: 3 clusters Score -5521775 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -5521834.500000 Penalty: 1036.368530
	Iteration 28Q: 3 clusters Score -5521834 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -5521863.000000 Penalty: 1036.368530
	Iteration 29Q: 3 clusters Score -5521863 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -5521911.500000 Penalty: 1036.368530
	Iteration 30Q: 3 clusters Score -5521912 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -5521973.000000 Penalty: 1036.368530
	Iteration 31Q: 3 clusters Score -5521973 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -5522022.000000 Penalty: 1036.368530
	Iteration 32Q: 3 clusters Score -5522022 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -5522030.000000 Penalty: 1036.368530
	Iteration 33Q: 3 clusters Score -5522030 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -5522043.500000 Penalty: 1036.368530
	Iteration 34Q: 3 clusters Score -5522044 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -5522053.000000 Penalty: 1036.368530
	Iteration 35Q: 3 clusters Score -5522053 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -5522050.000000 Penalty: 1036.368530
	Iteration 36Q: 3 clusters Score -5522050 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -5522066.000000 Penalty: 1036.368530
	Iteration 37Q: 3 clusters Score -5522066 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -5522079.500000 Penalty: 1036.368530
	Iteration 38Q: 3 clusters Score -5522080 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -5522102.500000 Penalty: 1036.368530
	Iteration 39Q: 3 clusters Score -5522102 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -5522122.000000 Penalty: 1036.368530
	Iteration 40F: 3 clusters Score -5522122 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -5522120.500000 Penalty: 1036.368530
	Iteration 41Q: 3 clusters Score -5522120 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -5522130.500000 Penalty: 1036.368530
	Iteration 42Q: 3 clusters Score -5522130 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -5522134.000000 Penalty: 1036.368530
	Iteration 43Q: 3 clusters Score -5522134 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -5522160.500000 Penalty: 1036.368530
	Iteration 44Q: 3 clusters Score -5522160 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -5522186.500000 Penalty: 1036.368530
	Iteration 45Q: 3 clusters Score -5522186 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -5522176.500000 Penalty: 1036.368530
	Iteration 46Q: 3 clusters Score -5522176 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -5522208.000000 Penalty: 1036.368530
	Iteration 47Q: 3 clusters Score -5522208 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -5522238.000000 Penalty: 1036.368530
	Iteration 48Q: 3 clusters Score -5522238 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -5522245.500000 Penalty: 1036.368530
	Iteration 49Q: 3 clusters Score -5522246 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -5522273.500000 Penalty: 1036.368530
	Iteration 50Q: 3 clusters Score -5522274 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -5522231.500000 Penalty: 1036.368530
	Iteration 51Q: 3 clusters Score -5522232 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -5522269.500000 Penalty: 1036.368530
	Iteration 52Q: 3 clusters Score -5522270 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -5522268.500000 Penalty: 1036.368530
	Iteration 53Q: 3 clusters Score -5522268 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -5522304.500000 Penalty: 1036.368530
	Iteration 54Q: 3 clusters Score -5522304 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -5522377.000000 Penalty: 1036.368530
	Iteration 55Q: 3 clusters Score -5522377 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -5522459.000000 Penalty: 1036.368530
	Iteration 56Q: 3 clusters Score -5522459 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -5522494.000000 Penalty: 1036.368530
	Iteration 57Q: 3 clusters Score -5522494 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -5522523.000000 Penalty: 1036.368530
	Iteration 58Q: 3 clusters Score -5522523 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 77811 members 
Entering Unmasked Estep 
Score: -5522538.500000 Penalty: 1036.368530
	Iteration 59Q: 3 clusters Score -5522538 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -5522543.000000 Penalty: 1036.368530
	Iteration 60F: 3 clusters Score -5522543 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -5522545.000000 Penalty: 1036.368530
	Iteration 61Q: 3 clusters Score -5522545 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -5522548.000000 Penalty: 1036.368530
	Iteration 62Q: 3 clusters Score -5522548 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -5522526.500000 Penalty: 1036.368530
	Iteration 63Q: 3 clusters Score -5522526 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -5522509.500000 Penalty: 1036.368530
	Iteration 64Q: 3 clusters Score -5522510 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5522509 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5522510 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -5522540.000000 Penalty: 1036.368530
	Iteration 67Q: 3 clusters Score -5522540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -5522551.500000 Penalty: 1036.368530
	Iteration 68Q: 3 clusters Score -5522552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -5522537.500000 Penalty: 1036.368530
	Iteration 69Q: 3 clusters Score -5522538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -5522541.500000 Penalty: 1036.368530
	Iteration 70Q: 3 clusters Score -5522542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -5522527.000000 Penalty: 1036.368530
	Iteration 71Q: 3 clusters Score -5522527 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -5522501.500000 Penalty: 1036.368530
	Iteration 72Q: 3 clusters Score -5522502 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -5522475.000000 Penalty: 1036.368530
	Iteration 73Q: 3 clusters Score -5522475 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -5522435.000000 Penalty: 1036.368530
	Iteration 74Q: 3 clusters Score -5522435 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5522436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -5522428.500000 Penalty: 1036.368530
	Iteration 76Q: 3 clusters Score -5522428 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -5522412.500000 Penalty: 1036.368530
	Iteration 77Q: 3 clusters Score -5522412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -5522395.500000 Penalty: 1036.368530
	Iteration 78Q: 3 clusters Score -5522396 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -5522384.000000 Penalty: 1036.368530
	Iteration 79Q: 3 clusters Score -5522384 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -5522367.000000 Penalty: 1036.368530
	Iteration 80F: 3 clusters Score -5522367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -5522373.000000 Penalty: 1036.368530
	Iteration 81Q: 3 clusters Score -5522373 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5522374 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5522366 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -5522348.000000 Penalty: 1036.368530
	Iteration 84Q: 3 clusters Score -5522348 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -5522350.500000 Penalty: 1036.368530
	Iteration 85Q: 3 clusters Score -5522350 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -5522360.500000 Penalty: 1036.368530
	Iteration 86Q: 3 clusters Score -5522360 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -5522357.000000 Penalty: 1036.368530
	Iteration 87Q: 3 clusters Score -5522357 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -5522353.000000 Penalty: 1036.368530
	Iteration 88Q: 3 clusters Score -5522353 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5522354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -5522347.000000 Penalty: 1036.368530
	Iteration 90Q: 3 clusters Score -5522347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -5522339.500000 Penalty: 1036.368530
	Iteration 91Q: 3 clusters Score -5522340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -5522332.500000 Penalty: 1036.368530
	Iteration 92Q: 3 clusters Score -5522332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -5522342.000000 Penalty: 1036.368530
	Iteration 93Q: 3 clusters Score -5522342 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5522356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5522366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5522368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -5522380.000000 Penalty: 1036.368530
	Iteration 97Q: 3 clusters Score -5522380 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -5522381.000000 Penalty: 1036.368530
	Iteration 98Q: 3 clusters Score -5522381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -5522381.500000 Penalty: 1036.368530
	Iteration 99Q: 3 clusters Score -5522382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -5522393.500000 Penalty: 1036.368530
	Iteration 100F: 3 clusters Score -5522394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -5522398.000000 Penalty: 1036.368530
	Iteration 101Q: 3 clusters Score -5522398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -5522389.500000 Penalty: 1036.368530
	Iteration 102Q: 3 clusters Score -5522390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5522395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -5522392.000000 Penalty: 1036.368530
	Iteration 104Q: 3 clusters Score -5522392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -5522382.500000 Penalty: 1036.368530
	Iteration 105Q: 3 clusters Score -5522382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5522398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -5522404.500000 Penalty: 1036.368530
	Iteration 107Q: 3 clusters Score -5522404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -5522420.000000 Penalty: 1036.368530
	Iteration 108Q: 3 clusters Score -5522420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -5522426.500000 Penalty: 1036.368530
	Iteration 109Q: 3 clusters Score -5522426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -5522435.500000 Penalty: 1036.368530
	Iteration 110Q: 3 clusters Score -5522436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -5522434.500000 Penalty: 1036.368530
	Iteration 111Q: 3 clusters Score -5522434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -5522448.000000 Penalty: 1036.368530
	Iteration 112Q: 3 clusters Score -5522448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -5522457.000000 Penalty: 1036.368530
	Iteration 113Q: 3 clusters Score -5522457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -5522468.500000 Penalty: 1036.368530
	Iteration 114Q: 3 clusters Score -5522468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -5522481.000000 Penalty: 1036.368530
	Iteration 115Q: 3 clusters Score -5522481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -5522495.500000 Penalty: 1036.368530
	Iteration 116Q: 3 clusters Score -5522496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -5522499.500000 Penalty: 1036.368530
	Iteration 117Q: 3 clusters Score -5522500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -5522498.000000 Penalty: 1036.368530
	Iteration 118Q: 3 clusters Score -5522498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -5522512.000000 Penalty: 1036.368530
	Iteration 119Q: 3 clusters Score -5522512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -5522527.000000 Penalty: 1036.368530
	Iteration 120F: 3 clusters Score -5522527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -5522540.500000 Penalty: 1036.368530
	Iteration 121Q: 3 clusters Score -5522540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -5522541.500000 Penalty: 1036.368530
	Iteration 122Q: 3 clusters Score -5522542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -5522542.500000 Penalty: 1036.368530
	Iteration 123Q: 3 clusters Score -5522542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -5522552.000000 Penalty: 1036.368530
	Iteration 124Q: 3 clusters Score -5522552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -5522564.000000 Penalty: 1036.368530
	Iteration 125Q: 3 clusters Score -5522564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -5522564.500000 Penalty: 1036.368530
	Iteration 126Q: 3 clusters Score -5522564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -5522579.000000 Penalty: 1036.368530
	Iteration 127Q: 3 clusters Score -5522579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -5522586.500000 Penalty: 1036.368530
	Iteration 128Q: 3 clusters Score -5522586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -5522589.000000 Penalty: 1036.368530
	Iteration 129Q: 3 clusters Score -5522589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -5522590.000000 Penalty: 1036.368530
	Iteration 130Q: 3 clusters Score -5522590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -5522596.000000 Penalty: 1036.368530
	Iteration 131Q: 3 clusters Score -5522596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -5522598.500000 Penalty: 1036.368530
	Iteration 132Q: 3 clusters Score -5522598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -5522604.000000 Penalty: 1036.368530
	Iteration 133Q: 3 clusters Score -5522604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -5522603.500000 Penalty: 1036.368530
	Iteration 134Q: 3 clusters Score -5522604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -5522607.000000 Penalty: 1036.368530
	Iteration 135Q: 3 clusters Score -5522607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -5522610.000000 Penalty: 1036.368530
	Iteration 136Q: 3 clusters Score -5522610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -5522604.500000 Penalty: 1036.368530
	Iteration 137Q: 3 clusters Score -5522604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -5522610.000000 Penalty: 1036.368530
	Iteration 138Q: 3 clusters Score -5522610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -5522606.500000 Penalty: 1036.368530
	Iteration 139Q: 3 clusters Score -5522606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -5522611.500000 Penalty: 1036.368530
	Iteration 140F: 3 clusters Score -5522612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 87869 members 
Entering Unmasked Estep 
Score: -5522611.000000 Penalty: 1036.368530
	Iteration 141Q: 3 clusters Score -5522611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -5522615.000000 Penalty: 1036.368530
	Iteration 142Q: 3 clusters Score -5522615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -5522619.000000 Penalty: 1036.368530
	Iteration 143Q: 3 clusters Score -5522619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -5522617.500000 Penalty: 1036.368530
	Iteration 144Q: 3 clusters Score -5522618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -5522618.000000 Penalty: 1036.368530
	Iteration 145Q: 3 clusters Score -5522618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -5522623.000000 Penalty: 1036.368530
	Iteration 146Q: 3 clusters Score -5522623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -5522621.000000 Penalty: 1036.368530
	Iteration 147Q: 3 clusters Score -5522621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -5522621.500000 Penalty: 1036.368530
	Iteration 148Q: 3 clusters Score -5522622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -5522624.500000 Penalty: 1036.368530
	Iteration 149Q: 3 clusters Score -5522624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -5522624.500000 Penalty: 1036.368530
	Iteration 150F: 3 clusters Score -5522624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Entering Unmasked Estep 
Score: -5164231.500000 Penalty: 515.439514
	Iteration 0F: 2 clusters Score -5164232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5108424.500000 Penalty: 1030.879028
	Iteration 0F: 3 clusters Score -5108424 nChanged 40804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -5132531.500000 Penalty: 1030.879028
	Iteration 1F: 3 clusters Score -5132532 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5133511.500000 Penalty: 1030.879028
	Iteration 2Q: 3 clusters Score -5133512 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -5134897.500000 Penalty: 1030.879028
	Iteration 3Q: 3 clusters Score -5134898 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5137193.000000 Penalty: 1030.879028
	Iteration 4Q: 3 clusters Score -5137193 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -5141129.000000 Penalty: 1030.879028
	Iteration 5F: 3 clusters Score -5141129 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -5146392.000000 Penalty: 1030.879028
	Iteration 6F: 3 clusters Score -5146392 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5150949.000000 Penalty: 1030.879028
	Iteration 7F: 3 clusters Score -5150949 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5153341.000000 Penalty: 1030.879028
	Iteration 8F: 3 clusters Score -5153341 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5154190.500000 Penalty: 1030.879028
	Iteration 9Q: 3 clusters Score -5154190 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5154601.500000 Penalty: 1030.879028
	Iteration 10Q: 3 clusters Score -5154602 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5154938.500000 Penalty: 1030.879028
	Iteration 11Q: 3 clusters Score -5154938 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -5155307.000000 Penalty: 1030.879028
	Iteration 12Q: 3 clusters Score -5155307 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -5155638.500000 Penalty: 1030.879028
	Iteration 13Q: 3 clusters Score -5155638 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5155986.500000 Penalty: 1030.879028
	Iteration 14Q: 3 clusters Score -5155986 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -5156398.500000 Penalty: 1030.879028
	Iteration 15Q: 3 clusters Score -5156398 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5156744.000000 Penalty: 1030.879028
	Iteration 16Q: 3 clusters Score -5156744 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -5157043.500000 Penalty: 1030.879028
	Iteration 17Q: 3 clusters Score -5157044 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5157289.500000 Penalty: 1030.879028
	Iteration 18Q: 3 clusters Score -5157290 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5157510.000000 Penalty: 1030.879028
	Iteration 19Q: 3 clusters Score -5157510 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5157636.500000 Penalty: 1030.879028
	Iteration 20F: 3 clusters Score -5157636 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -5157758.000000 Penalty: 1030.879028
	Iteration 21Q: 3 clusters Score -5157758 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -5157871.000000 Penalty: 1030.879028
	Iteration 22Q: 3 clusters Score -5157871 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5157927.000000 Penalty: 1030.879028
	Iteration 23Q: 3 clusters Score -5157927 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5157938.500000 Penalty: 1030.879028
	Iteration 24Q: 3 clusters Score -5157938 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -5157969.500000 Penalty: 1030.879028
	Iteration 25Q: 3 clusters Score -5157970 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5157997.000000 Penalty: 1030.879028
	Iteration 26Q: 3 clusters Score -5157997 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5158011.000000 Penalty: 1030.879028
	Iteration 27Q: 3 clusters Score -5158011 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5158023.500000 Penalty: 1030.879028
	Iteration 28Q: 3 clusters Score -5158024 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -5158005.500000 Penalty: 1030.879028
	Iteration 29Q: 3 clusters Score -5158006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5158007.500000 Penalty: 1030.879028
	Iteration 30Q: 3 clusters Score -5158008 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5158025.500000 Penalty: 1030.879028
	Iteration 31Q: 3 clusters Score -5158026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5158021.500000 Penalty: 1030.879028
	Iteration 32Q: 3 clusters Score -5158022 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5158033.000000 Penalty: 1030.879028
	Iteration 33Q: 3 clusters Score -5158033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -5158026.000000 Penalty: 1030.879028
	Iteration 34Q: 3 clusters Score -5158026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5158032.000000 Penalty: 1030.879028
	Iteration 35Q: 3 clusters Score -5158032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -5158043.000000 Penalty: 1030.879028
	Iteration 36Q: 3 clusters Score -5158043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5158042.000000 Penalty: 1030.879028
	Iteration 37Q: 3 clusters Score -5158042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5158054.000000 Penalty: 1030.879028
	Iteration 38Q: 3 clusters Score -5158054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5158057.000000 Penalty: 1030.879028
	Iteration 39Q: 3 clusters Score -5158057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5158058.000000 Penalty: 1030.879028
	Iteration 40F: 3 clusters Score -5158058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5158061.500000 Penalty: 1030.879028
	Iteration 41Q: 3 clusters Score -5158062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5158063.500000 Penalty: 1030.879028
	Iteration 42Q: 3 clusters Score -5158064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5158058.500000 Penalty: 1030.879028
	Iteration 43Q: 3 clusters Score -5158058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5158059.000000 Penalty: 1030.879028
	Iteration 44Q: 3 clusters Score -5158059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5158063.500000 Penalty: 1030.879028
	Iteration 45Q: 3 clusters Score -5158064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5158062.500000 Penalty: 1030.879028
	Iteration 46Q: 3 clusters Score -5158062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5158065.000000 Penalty: 1030.879028
	Iteration 47Q: 3 clusters Score -5158065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5158065.500000 Penalty: 1030.879028
	Iteration 48Q: 3 clusters Score -5158066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5158064.000000 Penalty: 1030.879028
	Iteration 49Q: 3 clusters Score -5158064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5158059.500000 Penalty: 1030.879028
	Iteration 50Q: 3 clusters Score -5158060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5158061.000000 Penalty: 1030.879028
	Iteration 51Q: 3 clusters Score -5158061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5158058.000000 Penalty: 1030.879028
	Iteration 52Q: 3 clusters Score -5158058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -5158057.500000 Penalty: 1030.879028
	Iteration 53Q: 3 clusters Score -5158058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5158056.500000 Penalty: 1030.879028
	Iteration 54Q: 3 clusters Score -5158056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -5158059.000000 Penalty: 1030.879028
	Iteration 55Q: 3 clusters Score -5158059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5158062.000000 Penalty: 1030.879028
	Iteration 56Q: 3 clusters Score -5158062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5158061.500000 Penalty: 1030.879028
	Iteration 57Q: 3 clusters Score -5158062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5158060.000000 Penalty: 1030.879028
	Iteration 58Q: 3 clusters Score -5158060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5158062.500000 Penalty: 1030.879028
	Iteration 59Q: 3 clusters Score -5158062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5158061.500000 Penalty: 1030.879028
	Iteration 60F: 3 clusters Score -5158062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5158053.000000 Penalty: 1030.879028
	Iteration 61Q: 3 clusters Score -5158053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5158056.500000 Penalty: 1030.879028
	Iteration 62Q: 3 clusters Score -5158056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5158054.000000 Penalty: 1030.879028
	Iteration 63Q: 3 clusters Score -5158054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -5158058.000000 Penalty: 1030.879028
	Iteration 64Q: 3 clusters Score -5158058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -5158057.000000 Penalty: 1030.879028
	Iteration 65Q: 3 clusters Score -5158057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5158050.000000 Penalty: 1030.879028
	Iteration 66Q: 3 clusters Score -5158050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5158046.500000 Penalty: 1030.879028
	Iteration 67Q: 3 clusters Score -5158046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5158043.500000 Penalty: 1030.879028
	Iteration 68Q: 3 clusters Score -5158044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5158043.500000 Penalty: 1030.879028
	Iteration 69Q: 3 clusters Score -5158044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5158049.500000 Penalty: 1030.879028
	Iteration 70Q: 3 clusters Score -5158050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5158042.500000 Penalty: 1030.879028
	Iteration 71Q: 3 clusters Score -5158042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5158044.500000 Penalty: 1030.879028
	Iteration 72Q: 3 clusters Score -5158044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5158042.000000 Penalty: 1030.879028
	Iteration 73Q: 3 clusters Score -5158042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5158042.000000 Penalty: 1030.879028
	Iteration 74F: 3 clusters Score -5158042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -10306.487305 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -10306.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10056.337891 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -10056.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10099.534180 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -10099.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10114.114258 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -10114.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10119.544922 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -10119.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10120.264648 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -10120.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10120.264648 Penalty: 450.980286
	Iteration 5F: 3 clusters Score -10120.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -24534.115234 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24534.12 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 198 members 
Entering Unmasked Estep 
Score: -24147.437500 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24147.44 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24297.878906 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24297.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24334.072266 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24334.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24356.818359 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -24356.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24377.246094 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24377.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24395.527344 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24395.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24410.798828 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24417.558594 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24417.56 nChanged 2
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: -24421.298828 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24422.712891 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -24422.71 nChanged 2
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: -24425.384766 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -24425.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24427.125000 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -24427.12 nChanged 1
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: -24428.154297 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -24428.15 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: -24430.990234 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -24430.99 nChanged 1
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: -24431.281250 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -24431.28 nChanged 0
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: -24431.281250 Penalty: 544.995483
	Iteration 15F: 3 clusters Score -24431.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -10965.349609 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -10965.35 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 109 members 
Entering Unmasked Estep 
Score: -10690.234375 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -10690.23 nChanged 59
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: -10798.762695 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -10798.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10826.980469 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -10826.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10832.063477 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -10832.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10839.554688 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -10839.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10844.328125 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -10844.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10847.384766 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -10847.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10847.384766 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -10847.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Entering Unmasked Estep 
Score: -5108342.000000 Penalty: 514.543701
	Iteration 0F: 2 clusters Score -5108342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5053559.500000 Penalty: 1029.087402
	Iteration 0F: 3 clusters Score -5053560 nChanged 39639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -5079002.500000 Penalty: 1029.087402
	Iteration 1F: 3 clusters Score -5079002 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -5081923.000000 Penalty: 1029.087402
	Iteration 2F: 3 clusters Score -5081923 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -5086862.000000 Penalty: 1029.087402
	Iteration 3F: 3 clusters Score -5086862 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -5093495.000000 Penalty: 1029.087402
	Iteration 4F: 3 clusters Score -5093495 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -5099742.000000 Penalty: 1029.087402
	Iteration 5F: 3 clusters Score -5099742 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -5103738.000000 Penalty: 1029.087402
	Iteration 6Q: 3 clusters Score -5103738 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -5105924.500000 Penalty: 1029.087402
	Iteration 7Q: 3 clusters Score -5105924 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -5106920.000000 Penalty: 1029.087402
	Iteration 8Q: 3 clusters Score -5106920 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -5107390.000000 Penalty: 1029.087402
	Iteration 9Q: 3 clusters Score -5107390 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -5107608.000000 Penalty: 1029.087402
	Iteration 10Q: 3 clusters Score -5107608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -5107733.500000 Penalty: 1029.087402
	Iteration 11Q: 3 clusters Score -5107734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -5107793.000000 Penalty: 1029.087402
	Iteration 12Q: 3 clusters Score -5107793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -5107832.500000 Penalty: 1029.087402
	Iteration 13Q: 3 clusters Score -5107832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -5107879.500000 Penalty: 1029.087402
	Iteration 14Q: 3 clusters Score -5107880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -5107896.000000 Penalty: 1029.087402
	Iteration 15Q: 3 clusters Score -5107896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -5107908.000000 Penalty: 1029.087402
	Iteration 16Q: 3 clusters Score -5107908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -5107916.000000 Penalty: 1029.087402
	Iteration 17Q: 3 clusters Score -5107916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -5107920.500000 Penalty: 1029.087402
	Iteration 18Q: 3 clusters Score -5107920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -5107921.000000 Penalty: 1029.087402
	Iteration 19Q: 3 clusters Score -5107921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -5107930.500000 Penalty: 1029.087402
	Iteration 20F: 3 clusters Score -5107930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -5107942.500000 Penalty: 1029.087402
	Iteration 21Q: 3 clusters Score -5107942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -5107940.000000 Penalty: 1029.087402
	Iteration 22Q: 3 clusters Score -5107940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -5107949.500000 Penalty: 1029.087402
	Iteration 23Q: 3 clusters Score -5107950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -5107952.500000 Penalty: 1029.087402
	Iteration 24Q: 3 clusters Score -5107952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -5107957.000000 Penalty: 1029.087402
	Iteration 25Q: 3 clusters Score -5107957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -5107958.000000 Penalty: 1029.087402
	Iteration 26Q: 3 clusters Score -5107958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -5107964.000000 Penalty: 1029.087402
	Iteration 27Q: 3 clusters Score -5107964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -5107965.000000 Penalty: 1029.087402
	Iteration 28Q: 3 clusters Score -5107965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -5107968.500000 Penalty: 1029.087402
	Iteration 29Q: 3 clusters Score -5107968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -5107971.000000 Penalty: 1029.087402
	Iteration 30Q: 3 clusters Score -5107971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -5107976.000000 Penalty: 1029.087402
	Iteration 31Q: 3 clusters Score -5107976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -5107971.000000 Penalty: 1029.087402
	Iteration 32Q: 3 clusters Score -5107971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -5107974.000000 Penalty: 1029.087402
	Iteration 33Q: 3 clusters Score -5107974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -5107971.000000 Penalty: 1029.087402
	Iteration 34Q: 3 clusters Score -5107971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -5107971.500000 Penalty: 1029.087402
	Iteration 35Q: 3 clusters Score -5107972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -5107977.500000 Penalty: 1029.087402
	Iteration 36Q: 3 clusters Score -5107978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -5107976.500000 Penalty: 1029.087402
	Iteration 37Q: 3 clusters Score -5107976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -5107980.500000 Penalty: 1029.087402
	Iteration 38Q: 3 clusters Score -5107980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -5107978.500000 Penalty: 1029.087402
	Iteration 39Q: 3 clusters Score -5107978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -5107976.000000 Penalty: 1029.087402
	Iteration 40F: 3 clusters Score -5107976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -5107979.500000 Penalty: 1029.087402
	Iteration 41Q: 3 clusters Score -5107980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -5107977.000000 Penalty: 1029.087402
	Iteration 42Q: 3 clusters Score -5107977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -5107977.500000 Penalty: 1029.087402
	Iteration 43Q: 3 clusters Score -5107978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -5107978.000000 Penalty: 1029.087402
	Iteration 44Q: 3 clusters Score -5107978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -5107981.000000 Penalty: 1029.087402
	Iteration 45Q: 3 clusters Score -5107981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -5107982.500000 Penalty: 1029.087402
	Iteration 46Q: 3 clusters Score -5107982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -5107984.500000 Penalty: 1029.087402
	Iteration 47Q: 3 clusters Score -5107984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -5107984.500000 Penalty: 1029.087402
	Iteration 48F: 3 clusters Score -5107984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (82346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Entering Unmasked Estep 
Score: -5140358.000000 Penalty: 515.000183
	Iteration 0F: 2 clusters Score -5140358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5084839.500000 Penalty: 1030.000366
	Iteration 0F: 3 clusters Score -5084840 nChanged 40140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5109785.000000 Penalty: 1030.000366
	Iteration 1F: 3 clusters Score -5109785 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -5111511.500000 Penalty: 1030.000366
	Iteration 2Q: 3 clusters Score -5111512 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -5114540.000000 Penalty: 1030.000366
	Iteration 3F: 3 clusters Score -5114540 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -5119550.000000 Penalty: 1030.000366
	Iteration 4F: 3 clusters Score -5119550 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -5126005.500000 Penalty: 1030.000366
	Iteration 5F: 3 clusters Score -5126006 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -5132132.500000 Penalty: 1030.000366
	Iteration 6F: 3 clusters Score -5132132 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -5136305.000000 Penalty: 1030.000366
	Iteration 7F: 3 clusters Score -5136305 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -5138462.500000 Penalty: 1030.000366
	Iteration 8Q: 3 clusters Score -5138462 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 81713 members 
Entering Unmasked Estep 
Score: -5139359.500000 Penalty: 1030.000366
	Iteration 9Q: 3 clusters Score -5139360 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -5139693.000000 Penalty: 1030.000366
	Iteration 10Q: 3 clusters Score -5139693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -5139804.500000 Penalty: 1030.000366
	Iteration 11Q: 3 clusters Score -5139804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -5139851.000000 Penalty: 1030.000366
	Iteration 12Q: 3 clusters Score -5139851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -5139869.500000 Penalty: 1030.000366
	Iteration 13Q: 3 clusters Score -5139870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -5139884.500000 Penalty: 1030.000366
	Iteration 14Q: 3 clusters Score -5139884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -5139899.000000 Penalty: 1030.000366
	Iteration 15Q: 3 clusters Score -5139899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -5139903.000000 Penalty: 1030.000366
	Iteration 16Q: 3 clusters Score -5139903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -5139908.500000 Penalty: 1030.000366
	Iteration 17Q: 3 clusters Score -5139908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -5139908.500000 Penalty: 1030.000366
	Iteration 18F: 3 clusters Score -5139908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -34603.914062 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -34603.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34092.593750 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34092.59 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34226.687500 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34226.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34274.937500 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34274.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34335.800781 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -34335.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34370.054688 Penalty: 571.003357
	Iteration 4F: 3 clusters Score -34370.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34389.859375 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34389.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34406.253906 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34406.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34423.312500 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34423.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34431.703125 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34443.734375 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -34443.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34451.335938 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -34451.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34452.304688 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -34452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34453.308594 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -34453.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34455.164062 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -34455.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34456.003906 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -34456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34457.507812 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -34457.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34459.636719 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -34459.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34460.906250 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -34460.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34461.074219 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -34461.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34461.074219 Penalty: 571.003357
	Iteration 19F: 3 clusters Score -34461.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8799.038086 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8799.038 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 87 members 
Entering Unmasked Estep 
Score: -8541.017578 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8541.018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8622.778320 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8622.778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8647.085938 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8647.086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8660.071289 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8660.071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8661.142578 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8661.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8661.547852 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8661.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8661.547852 Penalty: 473.063202
	Iteration 6F: 3 clusters Score -8661.548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7410.778320 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7410.778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7154.020020 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7154.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7211.335449 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7211.335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7237.354004 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7237.354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7246.753418 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7246.753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7248.948242 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7248.948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7259.018555 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7259.019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7276.393555 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7276.394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7292.530273 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7292.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7306.038574 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7306.039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7311.551270 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -7311.551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7311.551270 Penalty: 454.746338
	Iteration 10F: 3 clusters Score -7311.551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Entering Unmasked Estep 
Score: -747862.062500 Penalty: 427.574188
	Iteration 0F: 2 clusters Score -747862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -739804.125000 Penalty: 855.148376
	Iteration 0F: 3 clusters Score -739804.1 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -743087.875000 Penalty: 855.148376
	Iteration 1F: 3 clusters Score -743087.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -743211.187500 Penalty: 855.148376
	Iteration 2Q: 3 clusters Score -743211.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -743331.875000 Penalty: 855.148376
	Iteration 3Q: 3 clusters Score -743331.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -743467.312500 Penalty: 855.148376
	Iteration 4Q: 3 clusters Score -743467.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -743655.625000 Penalty: 855.148376
	Iteration 5Q: 3 clusters Score -743655.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -743940.437500 Penalty: 855.148376
	Iteration 6Q: 3 clusters Score -743940.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -744355.500000 Penalty: 855.148376
	Iteration 7F: 3 clusters Score -744355.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -744856.937500 Penalty: 855.148376
	Iteration 8F: 3 clusters Score -744856.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -745326.437500 Penalty: 855.148376
	Iteration 9F: 3 clusters Score -745326.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -745614.062500 Penalty: 855.148376
	Iteration 10Q: 3 clusters Score -745614.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -745735.500000 Penalty: 855.148376
	Iteration 11Q: 3 clusters Score -745735.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -745800.375000 Penalty: 855.148376
	Iteration 12Q: 3 clusters Score -745800.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -745850.812500 Penalty: 855.148376
	Iteration 13Q: 3 clusters Score -745850.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -745916.750000 Penalty: 855.148376
	Iteration 14Q: 3 clusters Score -745916.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -746004.437500 Penalty: 855.148376
	Iteration 15Q: 3 clusters Score -746004.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -746126.875000 Penalty: 855.148376
	Iteration 16Q: 3 clusters Score -746126.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -746287.625000 Penalty: 855.148376
	Iteration 17Q: 3 clusters Score -746287.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -746506.375000 Penalty: 855.148376
	Iteration 18Q: 3 clusters Score -746506.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -746776.750000 Penalty: 855.148376
	Iteration 19Q: 3 clusters Score -746776.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -747042.812500 Penalty: 855.148376
	Iteration 20F: 3 clusters Score -747042.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -747295.562500 Penalty: 855.148376
	Iteration 21Q: 3 clusters Score -747295.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -747524.375000 Penalty: 855.148376
	Iteration 22Q: 3 clusters Score -747524.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -747657.250000 Penalty: 855.148376
	Iteration 23Q: 3 clusters Score -747657.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -747732.062500 Penalty: 855.148376
	Iteration 24Q: 3 clusters Score -747732.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -747779.812500 Penalty: 855.148376
	Iteration 25Q: 3 clusters Score -747779.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -747798.000000 Penalty: 855.148376
	Iteration 26Q: 3 clusters Score -747798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -747806.000000 Penalty: 855.148376
	Iteration 27Q: 3 clusters Score -747806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -747807.312500 Penalty: 855.148376
	Iteration 28Q: 3 clusters Score -747807.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -747810.687500 Penalty: 855.148376
	Iteration 29Q: 3 clusters Score -747810.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -747813.562500 Penalty: 855.148376
	Iteration 30Q: 3 clusters Score -747813.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -747814.187500 Penalty: 855.148376
	Iteration 31Q: 3 clusters Score -747814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -747815.750000 Penalty: 855.148376
	Iteration 32Q: 3 clusters Score -747815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -747814.562500 Penalty: 855.148376
	Iteration 33Q: 3 clusters Score -747814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -747814.687500 Penalty: 855.148376
	Iteration 34Q: 3 clusters Score -747814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -747814.562500 Penalty: 855.148376
	Iteration 35Q: 3 clusters Score -747814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -747814.250000 Penalty: 855.148376
	Iteration 36Q: 3 clusters Score -747814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -747814.437500 Penalty: 855.148376
	Iteration 37F: 3 clusters Score -747814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -747814.500000 Penalty: 855.148376
	Iteration 38Q: 3 clusters Score -747814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -747814.937500 Penalty: 855.148376
	Iteration 39Q: 3 clusters Score -747814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -747814.937500 Penalty: 855.148376
	Iteration 40F: 3 clusters Score -747814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (92180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Entering Unmasked Estep 
Score: -5744064.000000 Penalty: 520.133179
	Iteration 0F: 2 clusters Score -5744064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5684339.000000 Penalty: 1040.266357
	Iteration 0F: 3 clusters Score -5684339 nChanged 45017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -5713242.500000 Penalty: 1040.266357
	Iteration 1F: 3 clusters Score -5713242 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -5716074.500000 Penalty: 1040.266357
	Iteration 2F: 3 clusters Score -5716074 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -5720483.000000 Penalty: 1040.266357
	Iteration 3F: 3 clusters Score -5720483 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -5727220.000000 Penalty: 1040.266357
	Iteration 4F: 3 clusters Score -5727220 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -5734311.000000 Penalty: 1040.266357
	Iteration 5F: 3 clusters Score -5734311 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -5738171.000000 Penalty: 1040.266357
	Iteration 6F: 3 clusters Score -5738171 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -5739774.500000 Penalty: 1040.266357
	Iteration 7Q: 3 clusters Score -5739774 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -5740686.500000 Penalty: 1040.266357
	Iteration 8Q: 3 clusters Score -5740686 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -5741429.000000 Penalty: 1040.266357
	Iteration 9Q: 3 clusters Score -5741429 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -5741901.000000 Penalty: 1040.266357
	Iteration 10Q: 3 clusters Score -5741901 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -5742254.500000 Penalty: 1040.266357
	Iteration 11Q: 3 clusters Score -5742254 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -5742586.500000 Penalty: 1040.266357
	Iteration 12Q: 3 clusters Score -5742586 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -5742716.000000 Penalty: 1040.266357
	Iteration 13Q: 3 clusters Score -5742716 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -5742898.000000 Penalty: 1040.266357
	Iteration 14Q: 3 clusters Score -5742898 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -5742992.500000 Penalty: 1040.266357
	Iteration 15Q: 3 clusters Score -5742992 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -5743097.500000 Penalty: 1040.266357
	Iteration 16Q: 3 clusters Score -5743098 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -5743196.000000 Penalty: 1040.266357
	Iteration 17Q: 3 clusters Score -5743196 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -5743263.500000 Penalty: 1040.266357
	Iteration 18Q: 3 clusters Score -5743264 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -5743323.500000 Penalty: 1040.266357
	Iteration 19Q: 3 clusters Score -5743324 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -5743377.500000 Penalty: 1040.266357
	Iteration 20F: 3 clusters Score -5743378 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -5743427.000000 Penalty: 1040.266357
	Iteration 21Q: 3 clusters Score -5743427 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -5743453.000000 Penalty: 1040.266357
	Iteration 22Q: 3 clusters Score -5743453 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -5743537.500000 Penalty: 1040.266357
	Iteration 23Q: 3 clusters Score -5743538 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -5743577.000000 Penalty: 1040.266357
	Iteration 24Q: 3 clusters Score -5743577 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -5743621.000000 Penalty: 1040.266357
	Iteration 25Q: 3 clusters Score -5743621 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -5743653.000000 Penalty: 1040.266357
	Iteration 26Q: 3 clusters Score -5743653 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -5743692.000000 Penalty: 1040.266357
	Iteration 27Q: 3 clusters Score -5743692 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -5743752.000000 Penalty: 1040.266357
	Iteration 28Q: 3 clusters Score -5743752 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -5743819.500000 Penalty: 1040.266357
	Iteration 29Q: 3 clusters Score -5743820 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -5743881.000000 Penalty: 1040.266357
	Iteration 30Q: 3 clusters Score -5743881 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -5743931.500000 Penalty: 1040.266357
	Iteration 31Q: 3 clusters Score -5743932 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -5743994.500000 Penalty: 1040.266357
	Iteration 32Q: 3 clusters Score -5743994 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -5744040.500000 Penalty: 1040.266357
	Iteration 33Q: 3 clusters Score -5744040 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -5744136.500000 Penalty: 1040.266357
	Iteration 34Q: 3 clusters Score -5744136 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -5744200.500000 Penalty: 1040.266357
	Iteration 35Q: 3 clusters Score -5744200 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -5744287.500000 Penalty: 1040.266357
	Iteration 36Q: 3 clusters Score -5744288 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -5744360.500000 Penalty: 1040.266357
	Iteration 37Q: 3 clusters Score -5744360 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -5744467.500000 Penalty: 1040.266357
	Iteration 38Q: 3 clusters Score -5744468 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -5744594.500000 Penalty: 1040.266357
	Iteration 39Q: 3 clusters Score -5744594 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -5744663.500000 Penalty: 1040.266357
	Iteration 40F: 3 clusters Score -5744664 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -5744769.000000 Penalty: 1040.266357
	Iteration 41Q: 3 clusters Score -5744769 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -5744822.500000 Penalty: 1040.266357
	Iteration 42Q: 3 clusters Score -5744822 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -5744851.500000 Penalty: 1040.266357
	Iteration 43Q: 3 clusters Score -5744852 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -5744893.500000 Penalty: 1040.266357
	Iteration 44Q: 3 clusters Score -5744894 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -5744950.000000 Penalty: 1040.266357
	Iteration 45Q: 3 clusters Score -5744950 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -5745019.500000 Penalty: 1040.266357
	Iteration 46Q: 3 clusters Score -5745020 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -5745019.000000 Penalty: 1040.266357
	Iteration 47Q: 3 clusters Score -5745019 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -5745019.000000 Penalty: 1040.266357
	Iteration 48Q: 3 clusters Score -5745019 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -5745066.500000 Penalty: 1040.266357
	Iteration 49Q: 3 clusters Score -5745066 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -5745098.500000 Penalty: 1040.266357
	Iteration 50Q: 3 clusters Score -5745098 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -5745136.500000 Penalty: 1040.266357
	Iteration 51Q: 3 clusters Score -5745136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -5745178.000000 Penalty: 1040.266357
	Iteration 52Q: 3 clusters Score -5745178 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -5745187.000000 Penalty: 1040.266357
	Iteration 53Q: 3 clusters Score -5745187 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -5745217.500000 Penalty: 1040.266357
	Iteration 54Q: 3 clusters Score -5745218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -5745230.500000 Penalty: 1040.266357
	Iteration 55Q: 3 clusters Score -5745230 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -5745223.500000 Penalty: 1040.266357
	Iteration 56Q: 3 clusters Score -5745224 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -5745216.500000 Penalty: 1040.266357
	Iteration 57Q: 3 clusters Score -5745216 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -5745225.500000 Penalty: 1040.266357
	Iteration 58Q: 3 clusters Score -5745226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -5745220.000000 Penalty: 1040.266357
	Iteration 59Q: 3 clusters Score -5745220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -5745227.000000 Penalty: 1040.266357
	Iteration 60F: 3 clusters Score -5745227 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -5745233.500000 Penalty: 1040.266357
	Iteration 61Q: 3 clusters Score -5745234 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -5745251.000000 Penalty: 1040.266357
	Iteration 62Q: 3 clusters Score -5745251 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -5745267.500000 Penalty: 1040.266357
	Iteration 63Q: 3 clusters Score -5745268 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5745266 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5745258 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5745250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -5745261.500000 Penalty: 1040.266357
	Iteration 67Q: 3 clusters Score -5745262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5745264 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5745264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -5745279.500000 Penalty: 1040.266357
	Iteration 70Q: 3 clusters Score -5745280 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5745282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5745270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5745283 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5745273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5745280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5745282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5745280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5745276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5745279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -5745265.000000 Penalty: 1040.266357
	Iteration 80F: 3 clusters Score -5745265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5745259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5745261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5745256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5745261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5745264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5745258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5745255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5745268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5745260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -5745251.500000 Penalty: 1040.266357
	Iteration 90Q: 3 clusters Score -5745252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -5745244.000000 Penalty: 1040.266357
	Iteration 91Q: 3 clusters Score -5745244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5745250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5745244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5745246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -5745231.000000 Penalty: 1040.266357
	Iteration 95Q: 3 clusters Score -5745231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5745230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -5745243.000000 Penalty: 1040.266357
	Iteration 97Q: 3 clusters Score -5745243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -5745235.500000 Penalty: 1040.266357
	Iteration 98Q: 3 clusters Score -5745236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -5745232.000000 Penalty: 1040.266357
	Iteration 99Q: 3 clusters Score -5745232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -5745224.000000 Penalty: 1040.266357
	Iteration 100F: 3 clusters Score -5745224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5745224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -5745218.000000 Penalty: 1040.266357
	Iteration 102Q: 3 clusters Score -5745218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -5745221.500000 Penalty: 1040.266357
	Iteration 103Q: 3 clusters Score -5745222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -5745212.500000 Penalty: 1040.266357
	Iteration 104Q: 3 clusters Score -5745212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -5745216.000000 Penalty: 1040.266357
	Iteration 105Q: 3 clusters Score -5745216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 84503 members 
Entering Unmasked Estep 
Score: -5745215.000000 Penalty: 1040.266357
	Iteration 106Q: 3 clusters Score -5745215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -5745210.000000 Penalty: 1040.266357
	Iteration 107Q: 3 clusters Score -5745210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5745212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5745214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5745216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -5745207.500000 Penalty: 1040.266357
	Iteration 111Q: 3 clusters Score -5745208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5745207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5745210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -5745211.000000 Penalty: 1040.266357
	Iteration 114Q: 3 clusters Score -5745211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -5745196.500000 Penalty: 1040.266357
	Iteration 115Q: 3 clusters Score -5745196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -5745203.500000 Penalty: 1040.266357
	Iteration 116Q: 3 clusters Score -5745204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5745196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5745196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -5745187.000000 Penalty: 1040.266357
	Iteration 119Q: 3 clusters Score -5745187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -5745183.000000 Penalty: 1040.266357
	Iteration 120F: 3 clusters Score -5745183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -5745181.500000 Penalty: 1040.266357
	Iteration 121Q: 3 clusters Score -5745182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5745180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5745181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5745186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5745188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5745186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5745183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -5745177.500000 Penalty: 1040.266357
	Iteration 128Q: 3 clusters Score -5745178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -5745169.500000 Penalty: 1040.266357
	Iteration 129Q: 3 clusters Score -5745170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5745168 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -5745172.500000 Penalty: 1040.266357
	Iteration 131Q: 3 clusters Score -5745172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5745170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -5745164.500000 Penalty: 1040.266357
	Iteration 133Q: 3 clusters Score -5745164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -5745167.000000 Penalty: 1040.266357
	Iteration 134Q: 3 clusters Score -5745167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -5745162.000000 Penalty: 1040.266357
	Iteration 135Q: 3 clusters Score -5745162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -5745160.500000 Penalty: 1040.266357
	Iteration 136Q: 3 clusters Score -5745160 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5745166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5745170 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5745168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5745169 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5745170 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5745172 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5745178 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5745174 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5745172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5745166 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5745164 nChanged 16
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5745165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5745164 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5745162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5745164 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5745162 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5745166 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5745162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -5745158.000000 Penalty: 1040.266357
	Iteration 155Q: 3 clusters Score -5745158 nChanged 62
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Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5745162 nChanged 52
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Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5745163 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -5745165.500000 Penalty: 1040.266357
	Iteration 158Q: 3 clusters Score -5745166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -5745157.500000 Penalty: 1040.266357
	Iteration 159Q: 3 clusters Score -5745158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -5745152.500000 Penalty: 1040.266357
	Iteration 160F: 3 clusters Score -5745152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -5745148.000000 Penalty: 1040.266357
	Iteration 161Q: 3 clusters Score -5745148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -5745148.500000 Penalty: 1040.266357
	Iteration 162Q: 3 clusters Score -5745148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -5745140.000000 Penalty: 1040.266357
	Iteration 163Q: 3 clusters Score -5745140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -5745127.500000 Penalty: 1040.266357
	Iteration 164Q: 3 clusters Score -5745128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -5745124.500000 Penalty: 1040.266357
	Iteration 165Q: 3 clusters Score -5745124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -5745135.500000 Penalty: 1040.266357
	Iteration 166Q: 3 clusters Score -5745136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -5745127.000000 Penalty: 1040.266357
	Iteration 167Q: 3 clusters Score -5745127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -5745121.500000 Penalty: 1040.266357
	Iteration 168Q: 3 clusters Score -5745122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -5745117.000000 Penalty: 1040.266357
	Iteration 169Q: 3 clusters Score -5745117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -5745112.000000 Penalty: 1040.266357
	Iteration 170Q: 3 clusters Score -5745112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -5745113.500000 Penalty: 1040.266357
	Iteration 171Q: 3 clusters Score -5745114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -5745116.500000 Penalty: 1040.266357
	Iteration 172Q: 3 clusters Score -5745116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -5745121.500000 Penalty: 1040.266357
	Iteration 173Q: 3 clusters Score -5745122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -5745124.500000 Penalty: 1040.266357
	Iteration 174Q: 3 clusters Score -5745124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -5745119.500000 Penalty: 1040.266357
	Iteration 175Q: 3 clusters Score -5745120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -5745116.500000 Penalty: 1040.266357
	Iteration 176Q: 3 clusters Score -5745116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -5745123.500000 Penalty: 1040.266357
	Iteration 177Q: 3 clusters Score -5745124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -5745128.000000 Penalty: 1040.266357
	Iteration 178Q: 3 clusters Score -5745128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -5745123.500000 Penalty: 1040.266357
	Iteration 179Q: 3 clusters Score -5745124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -5745132.500000 Penalty: 1040.266357
	Iteration 180F: 3 clusters Score -5745132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -5745131.500000 Penalty: 1040.266357
	Iteration 181Q: 3 clusters Score -5745132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -5745126.000000 Penalty: 1040.266357
	Iteration 182Q: 3 clusters Score -5745126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -5745130.500000 Penalty: 1040.266357
	Iteration 183Q: 3 clusters Score -5745130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -5745129.000000 Penalty: 1040.266357
	Iteration 184Q: 3 clusters Score -5745129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -5745122.500000 Penalty: 1040.266357
	Iteration 185Q: 3 clusters Score -5745122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -5745124.500000 Penalty: 1040.266357
	Iteration 186Q: 3 clusters Score -5745124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -5745124.000000 Penalty: 1040.266357
	Iteration 187Q: 3 clusters Score -5745124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -5745118.000000 Penalty: 1040.266357
	Iteration 188Q: 3 clusters Score -5745118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -5745125.500000 Penalty: 1040.266357
	Iteration 189Q: 3 clusters Score -5745126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -5745121.500000 Penalty: 1040.266357
	Iteration 190Q: 3 clusters Score -5745122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -5745122.500000 Penalty: 1040.266357
	Iteration 191Q: 3 clusters Score -5745122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -5745115.000000 Penalty: 1040.266357
	Iteration 192Q: 3 clusters Score -5745115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -5745112.000000 Penalty: 1040.266357
	Iteration 193Q: 3 clusters Score -5745112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -5745115.000000 Penalty: 1040.266357
	Iteration 194Q: 3 clusters Score -5745115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -5745119.500000 Penalty: 1040.266357
	Iteration 195Q: 3 clusters Score -5745120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -5745117.500000 Penalty: 1040.266357
	Iteration 196Q: 3 clusters Score -5745118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -5745119.000000 Penalty: 1040.266357
	Iteration 197Q: 3 clusters Score -5745119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -5745119.000000 Penalty: 1040.266357
	Iteration 198F: 3 clusters Score -5745119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Entering Unmasked Estep 
Score: -53301368.000000 Penalty: 48026.093750
Splitting cluster 28 changes total score from -53299996.000000 to -53301368.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 29 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -129401.523438 Penalty: 346.293793
	Iteration 0F: 2 clusters Score -129401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -127948.140625 Penalty: 692.587585
	Iteration 0F: 3 clusters Score -127948.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -128486.156250 Penalty: 692.587585
	Iteration 1F: 3 clusters Score -128486.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -128573.882812 Penalty: 692.587585
	Iteration 2F: 3 clusters Score -128573.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128630.867188 Penalty: 692.587585
	Iteration 3F: 3 clusters Score -128630.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128695.296875 Penalty: 692.587585
	Iteration 4Q: 3 clusters Score -128695.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128772.929688 Penalty: 692.587585
	Iteration 5Q: 3 clusters Score -128772.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128859.101562 Penalty: 692.587585
	Iteration 6F: 3 clusters Score -128859.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -128936.203125 Penalty: 692.587585
	Iteration 7Q: 3 clusters Score -128936.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128987.867188 Penalty: 692.587585
	Iteration 8Q: 3 clusters Score -128987.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129018.812500 Penalty: 692.587585
	Iteration 9Q: 3 clusters Score -129018.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129043.070312 Penalty: 692.587585
	Iteration 10Q: 3 clusters Score -129043.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129066.242188 Penalty: 692.587585
	Iteration 11Q: 3 clusters Score -129066.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129082.710938 Penalty: 692.587585
	Iteration 12Q: 3 clusters Score -129082.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129098.062500 Penalty: 692.587585
	Iteration 13Q: 3 clusters Score -129098.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -129112.773438 Penalty: 692.587585
	Iteration 14Q: 3 clusters Score -129112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -129127.500000 Penalty: 692.587585
	Iteration 15Q: 3 clusters Score -129127.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -129144.382812 Penalty: 692.587585
	Iteration 16Q: 3 clusters Score -129144.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -129154.867188 Penalty: 692.587585
	Iteration 17Q: 3 clusters Score -129154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129163.468750 Penalty: 692.587585
	Iteration 18Q: 3 clusters Score -129163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -129169.484375 Penalty: 692.587585
	Iteration 19Q: 3 clusters Score -129169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -129173.117188 Penalty: 692.587585
	Iteration 20F: 3 clusters Score -129173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -129175.820312 Penalty: 692.587585
	Iteration 21Q: 3 clusters Score -129175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -129176.414062 Penalty: 692.587585
	Iteration 22Q: 3 clusters Score -129176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129178.234375 Penalty: 692.587585
	Iteration 23Q: 3 clusters Score -129178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -129181.156250 Penalty: 692.587585
	Iteration 24Q: 3 clusters Score -129181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -129182.781250 Penalty: 692.587585
	Iteration 25Q: 3 clusters Score -129182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129184.156250 Penalty: 692.587585
	Iteration 26Q: 3 clusters Score -129184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -129185.656250 Penalty: 692.587585
	Iteration 27Q: 3 clusters Score -129185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129185.757812 Penalty: 692.587585
	Iteration 28Q: 3 clusters Score -129185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129185.757812 Penalty: 692.587585
	Iteration 29F: 3 clusters Score -129185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -29782.763672 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -29782.76 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 242 members 
Entering Unmasked Estep 
Score: -29312.544922 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -29312.54 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29586.625000 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -29586.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29695.554688 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -29695.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29754.101562 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -29754.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29804.980469 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -29804.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29878.742188 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -29878.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29929.367188 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -29929.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29941.714844 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -29941.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29952.671875 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -29952.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29962.292969 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -29962.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29966.058594 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -29966.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29969.205078 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -29969.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29974.718750 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -29974.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29983.556641 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -29983.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30003.097656 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -30003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30030.449219 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -30030.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30051.966797 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -30051.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30063.087891 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -30063.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30072.554688 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -30072.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30073.371094 Penalty: 564.246338
	Iteration 19Q: 3 clusters Score -30073.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30074.167969 Penalty: 564.246338
	Iteration 20F: 3 clusters Score -30074.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30074.837891 Penalty: 564.246338
	Iteration 21Q: 3 clusters Score -30074.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30074.837891 Penalty: 564.246338
	Iteration 22F: 3 clusters Score -30074.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Entering Unmasked Estep 
Score: -53301260.000000 Penalty: 48649.812500
Splitting cluster 30 changes total score from -53299996.000000 to -53301260.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 31 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -282681.437500 Penalty: 384.259674
	Iteration 0F: 2 clusters Score -282681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -279547.906250 Penalty: 768.519348
	Iteration 0F: 3 clusters Score -279547.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -280720.968750 Penalty: 768.519348
	Iteration 1F: 3 clusters Score -280721 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -280877.687500 Penalty: 768.519348
	Iteration 2F: 3 clusters Score -280877.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -281049.156250 Penalty: 768.519348
	Iteration 3F: 3 clusters Score -281049.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -281263.812500 Penalty: 768.519348
	Iteration 4F: 3 clusters Score -281263.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -281494.937500 Penalty: 768.519348
	Iteration 5F: 3 clusters Score -281494.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -281702.218750 Penalty: 768.519348
	Iteration 6F: 3 clusters Score -281702.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -281878.625000 Penalty: 768.519348
	Iteration 7F: 3 clusters Score -281878.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -281983.593750 Penalty: 768.519348
	Iteration 8Q: 3 clusters Score -281983.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -282074.125000 Penalty: 768.519348
	Iteration 9Q: 3 clusters Score -282074.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -282121.843750 Penalty: 768.519348
	Iteration 10Q: 3 clusters Score -282121.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -282164.968750 Penalty: 768.519348
	Iteration 11Q: 3 clusters Score -282165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -282219.781250 Penalty: 768.519348
	Iteration 12Q: 3 clusters Score -282219.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -282275.437500 Penalty: 768.519348
	Iteration 13Q: 3 clusters Score -282275.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -282321.031250 Penalty: 768.519348
	Iteration 14Q: 3 clusters Score -282321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -282354.812500 Penalty: 768.519348
	Iteration 15Q: 3 clusters Score -282354.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -282376.218750 Penalty: 768.519348
	Iteration 16Q: 3 clusters Score -282376.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -282389.812500 Penalty: 768.519348
	Iteration 17Q: 3 clusters Score -282389.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -282397.750000 Penalty: 768.519348
	Iteration 18Q: 3 clusters Score -282397.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -282402.687500 Penalty: 768.519348
	Iteration 19Q: 3 clusters Score -282402.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -282408.468750 Penalty: 768.519348
	Iteration 20F: 3 clusters Score -282408.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -282411.906250 Penalty: 768.519348
	Iteration 21Q: 3 clusters Score -282411.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -282416.187500 Penalty: 768.519348
	Iteration 22Q: 3 clusters Score -282416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -282418.250000 Penalty: 768.519348
	Iteration 23Q: 3 clusters Score -282418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -282420.937500 Penalty: 768.519348
	Iteration 24Q: 3 clusters Score -282420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -282421.062500 Penalty: 768.519348
	Iteration 25Q: 3 clusters Score -282421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -282422.031250 Penalty: 768.519348
	Iteration 26Q: 3 clusters Score -282422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -282423.843750 Penalty: 768.519348
	Iteration 27Q: 3 clusters Score -282423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -282424.437500 Penalty: 768.519348
	Iteration 28Q: 3 clusters Score -282424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -282424.718750 Penalty: 768.519348
	Iteration 29Q: 3 clusters Score -282424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -282424.968750 Penalty: 768.519348
	Iteration 30Q: 3 clusters Score -282425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -282424.875000 Penalty: 768.519348
	Iteration 31Q: 3 clusters Score -282424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -282425.093750 Penalty: 768.519348
	Iteration 32Q: 3 clusters Score -282425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -282425.625000 Penalty: 768.519348
	Iteration 33Q: 3 clusters Score -282425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -282426.718750 Penalty: 768.519348
	Iteration 34Q: 3 clusters Score -282426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -282428.000000 Penalty: 768.519348
	Iteration 35Q: 3 clusters Score -282428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -282428.156250 Penalty: 768.519348
	Iteration 36Q: 3 clusters Score -282428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -282428.968750 Penalty: 768.519348
	Iteration 37Q: 3 clusters Score -282429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -282429.875000 Penalty: 768.519348
	Iteration 38Q: 3 clusters Score -282429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -282429.781250 Penalty: 768.519348
	Iteration 39Q: 3 clusters Score -282429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -282429.781250 Penalty: 768.519348
	Iteration 40F: 3 clusters Score -282429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Entering Unmasked Estep 
Score: -2301.962158 Penalty: 166.692047
	Iteration 0F: 2 clusters Score -2301.962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2219.572754 Penalty: 333.384094
	Iteration 0F: 3 clusters Score -2219.573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2235.355713 Penalty: 333.384094
	Iteration 1Q: 3 clusters Score -2235.356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2235.355713 Penalty: 333.384094
	Iteration 2F: 3 clusters Score -2235.356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39502.714844 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -39502.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38940.859375 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -38940.86 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39145.542969 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -39145.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39221.574219 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -39221.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39269.718750 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -39269.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39305.261719 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -39305.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39323.648438 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -39323.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39334.394531 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -39334.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39340.710938 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -39340.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39341.890625 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -39341.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39342.132812 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -39342.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39342.132812 Penalty: 581.816772
	Iteration 10F: 3 clusters Score -39342.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -6801.008789 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -6801.009 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 58 members 
Entering Unmasked Estep 
Score: -6590.683105 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -6590.683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6666.479004 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -6666.479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6775.697754 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -6775.698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6800.373047 Penalty: 428.567261
	Iteration 3F: 3 clusters Score -6800.373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6804.168945 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -6804.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6809.480469 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -6809.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6815.008301 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -6815.008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6825.089355 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -6825.089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6830.026855 Penalty: 428.567261
	Iteration 8Q: 3 clusters Score -6830.027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6838.263184 Penalty: 428.567261
	Iteration 9Q: 3 clusters Score -6838.263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6838.263184 Penalty: 428.567261
	Iteration 10F: 3 clusters Score -6838.263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Entering Unmasked Estep 
Score: -53300888.000000 Penalty: 49273.527344
Splitting cluster 34 changes total score from -53299996.000000 to -53300888.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 35 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -39348.832031 Penalty: 293.424469
	Iteration 0F: 2 clusters Score -39348.83 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 321 members 
Entering Unmasked Estep 
Score: -38758.039062 Penalty: 586.848938
	Iteration 0F: 3 clusters Score -38758.04 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39060.226562 Penalty: 586.848938
	Iteration 1F: 3 clusters Score -39060.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39206.164062 Penalty: 586.848938
	Iteration 2F: 3 clusters Score -39206.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39284.375000 Penalty: 586.848938
	Iteration 3F: 3 clusters Score -39284.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39320.691406 Penalty: 586.848938
	Iteration 4Q: 3 clusters Score -39320.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39343.835938 Penalty: 586.848938
	Iteration 5Q: 3 clusters Score -39343.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39358.988281 Penalty: 586.848938
	Iteration 6Q: 3 clusters Score -39358.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39368.835938 Penalty: 586.848938
	Iteration 7Q: 3 clusters Score -39368.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -39374.945312 Penalty: 586.848938
	Iteration 8Q: 3 clusters Score -39374.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39378.781250 Penalty: 586.848938
	Iteration 9Q: 3 clusters Score -39378.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -39381.066406 Penalty: 586.848938
	Iteration 10Q: 3 clusters Score -39381.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -39383.531250 Penalty: 586.848938
	Iteration 11Q: 3 clusters Score -39383.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39386.554688 Penalty: 586.848938
	Iteration 12Q: 3 clusters Score -39386.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39387.578125 Penalty: 586.848938
	Iteration 13Q: 3 clusters Score -39387.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39388.300781 Penalty: 586.848938
	Iteration 14Q: 3 clusters Score -39388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39389.031250 Penalty: 586.848938
	Iteration 15Q: 3 clusters Score -39389.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39389.031250 Penalty: 586.848938
	Iteration 16F: 3 clusters Score -39389.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Entering Unmasked Estep 
Score: -53300592.000000 Penalty: 49897.242188
Splitting cluster 35 changes total score from -53299996.000000 to -53300592.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 96 members 
Entering Unmasked Estep 
Score: -5026.202637 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -5026.203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5096.341797 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5096.342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5115.263672 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5115.264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5122.600586 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -5122.601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5128.634766 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5128.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5128.910156 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5128.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5128.910156 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -5128.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -14648.080078 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -14648.08 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 117 members 
Entering Unmasked Estep 
Score: -14331.228516 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -14331.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14413.518555 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -14413.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14442.747070 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -14442.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14487.483398 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -14487.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14503.040039 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -14503.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14511.485352 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -14511.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14517.551758 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -14517.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14519.860352 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -14519.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14520.836914 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -14520.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14520.836914 Penalty: 496.434235
	Iteration 9F: 3 clusters Score -14520.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9587.000000 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9587 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 80 members 
Entering Unmasked Estep 
Score: -9349.333984 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -9349.334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9458.714844 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9458.715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9489.394531 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -9489.395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9506.125000 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -9506.125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9510.400391 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -9510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9514.245117 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -9514.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9515.402344 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -9515.402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9516.464844 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -9516.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9519.565430 Penalty: 457.769867
	Iteration 8Q: 3 clusters Score -9519.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9519.565430 Penalty: 457.769867
	Iteration 9F: 3 clusters Score -9519.565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -19238.873047 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -19238.87 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 158 members 
Entering Unmasked Estep 
Score: -18890.302734 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18890.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19028.865234 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -19028.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19119.750000 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -19119.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19183.193359 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -19183.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19228.863281 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -19228.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19257.740234 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -19257.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19286.687500 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -19286.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19309.521484 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -19309.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19349.003906 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -19349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19368.519531 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -19368.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19381.648438 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -19381.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19388.033203 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -19388.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19388.791016 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -19388.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19388.791016 Penalty: 522.321167
	Iteration 13F: 3 clusters Score -19388.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Entering Unmasked Estep 
Score: -53300384.000000 Penalty: 50520.957031
Splitting cluster 39 changes total score from -53299996.000000 to -53300384.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 40 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9235.931641 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9235.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9046.314453 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -9046.314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9229.244141 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -9229.244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9301.763672 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -9301.764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9351.812500 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -9351.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9367.546875 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -9367.547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9370.442383 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -9370.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9370.442383 Penalty: 467.357666
	Iteration 6F: 3 clusters Score -9370.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Entering Unmasked Estep 
Score: -53300124.000000 Penalty: 51144.671875
Splitting cluster 40 changes total score from -53299996.000000 to -53300124.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 41 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18890.873047 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18890.87 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 165 members 
Entering Unmasked Estep 
Score: -18547.046875 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18547.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18665.388672 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18665.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18706.890625 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18706.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18741.574219 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18741.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18769.134766 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -18769.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18773.546875 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18773.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18774.730469 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18774.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18775.595703 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18775.595703 Penalty: 517.822693
	Iteration 8F: 3 clusters Score -18775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4687.363281 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4687.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4482.133301 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4482.133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4554.905762 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4554.906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4567.376953 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4567.377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4568.651367 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4568.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4568.651367 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -4568.651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 77 members 
Entering Unmasked Estep 
Score: -8571.553711 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8571.554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8656.353516 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8656.354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8694.637695 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -8694.638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8723.298828 Penalty: 461.270294
	Iteration 3F: 3 clusters Score -8723.299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8744.618164 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8744.618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8747.189453 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8747.189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8747.189453 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -8747.189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -36328.347656 Penalty: 292.552246
	Iteration 0F: 2 clusters Score -36328.35 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 332 members 
Entering Unmasked Estep 
Score: -35798.007812 Penalty: 585.104492
	Iteration 0F: 3 clusters Score -35798.01 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36149.906250 Penalty: 585.104492
	Iteration 1F: 3 clusters Score -36149.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36242.785156 Penalty: 585.104492
	Iteration 2F: 3 clusters Score -36242.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36289.121094 Penalty: 585.104492
	Iteration 3F: 3 clusters Score -36289.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36305.394531 Penalty: 585.104492
	Iteration 4Q: 3 clusters Score -36305.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36321.667969 Penalty: 585.104492
	Iteration 5Q: 3 clusters Score -36321.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36336.457031 Penalty: 585.104492
	Iteration 6Q: 3 clusters Score -36336.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36349.847656 Penalty: 585.104492
	Iteration 7Q: 3 clusters Score -36349.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36380.511719 Penalty: 585.104492
	Iteration 8Q: 3 clusters Score -36380.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -36404.472656 Penalty: 585.104492
	Iteration 9Q: 3 clusters Score -36404.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36411.949219 Penalty: 585.104492
	Iteration 10Q: 3 clusters Score -36411.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36413.394531 Penalty: 585.104492
	Iteration 11Q: 3 clusters Score -36413.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36415.683594 Penalty: 585.104492
	Iteration 12Q: 3 clusters Score -36415.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36416.191406 Penalty: 585.104492
	Iteration 13Q: 3 clusters Score -36416.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36416.191406 Penalty: 585.104492
	Iteration 14F: 3 clusters Score -36416.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 286 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 334 members 
Entering Unmasked Estep 
Score: -53299804.000000 Penalty: 51768.390625
Splitting cluster 44 changes total score from -53299996.000000 to -53299804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -52329.742188 Penalty: 304.035919
	Iteration 0F: 2 clusters Score -52329.74 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 418 members 
Entering Unmasked Estep 
Score: -51650.527344 Penalty: 608.071838
	Iteration 0F: 3 clusters Score -51650.53 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51835.453125 Penalty: 608.071838
	Iteration 1F: 3 clusters Score -51835.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -51940.992188 Penalty: 608.071838
	Iteration 2F: 3 clusters Score -51940.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52062.832031 Penalty: 608.071838
	Iteration 3F: 3 clusters Score -52062.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -52161.328125 Penalty: 608.071838
	Iteration 4F: 3 clusters Score -52161.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52229.136719 Penalty: 608.071838
	Iteration 5F: 3 clusters Score -52229.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52256.058594 Penalty: 608.071838
	Iteration 6Q: 3 clusters Score -52256.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52263.980469 Penalty: 608.071838
	Iteration 7Q: 3 clusters Score -52263.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -52271.519531 Penalty: 608.071838
	Iteration 8Q: 3 clusters Score -52271.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52278.332031 Penalty: 608.071838
	Iteration 9Q: 3 clusters Score -52278.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52282.972656 Penalty: 608.071838
	Iteration 10Q: 3 clusters Score -52282.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52287.570312 Penalty: 608.071838
	Iteration 11Q: 3 clusters Score -52287.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52294.152344 Penalty: 608.071838
	Iteration 12Q: 3 clusters Score -52294.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -52298.910156 Penalty: 608.071838
	Iteration 13Q: 3 clusters Score -52298.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52300.058594 Penalty: 608.071838
	Iteration 14Q: 3 clusters Score -52300.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52303.691406 Penalty: 608.071838
	Iteration 15Q: 3 clusters Score -52303.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52305.562500 Penalty: 608.071838
	Iteration 16Q: 3 clusters Score -52305.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52308.125000 Penalty: 608.071838
	Iteration 17Q: 3 clusters Score -52308.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52309.242188 Penalty: 608.071838
	Iteration 18Q: 3 clusters Score -52309.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52310.910156 Penalty: 608.071838
	Iteration 19Q: 3 clusters Score -52310.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52311.238281 Penalty: 608.071838
	Iteration 20F: 3 clusters Score -52311.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12120.036133 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12120.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12216.244141 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12216.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12248.568359 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12248.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12276.064453 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -12276.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12293.427734 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12293.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12296.704102 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12297.317383 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12297.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12300.832031 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12300.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12312.726562 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12312.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12315.958984 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -12315.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12315.958984 Penalty: 481.232300
	Iteration 10F: 3 clusters Score -12315.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4353.314941 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4353.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4177.052246 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4177.052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4251.223145 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4251.223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4304.608398 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4304.608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4366.859375 Penalty: 416.298676
	Iteration 3F: 3 clusters Score -4366.859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4402.930176 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4402.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4402.930176 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -4402.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 41 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 56 members 
Entering Unmasked Estep 
Score: -53299752.000000 Penalty: 51768.390625
Splitting cluster 47 changes total score from -53299996.000000 to -53299752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8721.478516 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8721.479 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 78 members 
Entering Unmasked Estep 
Score: -8478.735352 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -8478.735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8534.870117 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -8534.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8560.563477 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -8560.563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8577.022461 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -8577.022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8579.606445 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -8579.606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8579.606445 Penalty: 456.572449
	Iteration 5F: 3 clusters Score -8579.606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 89 members 
Entering Unmasked Estep 
Score: -9745.277344 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9745.277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9840.736328 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9840.736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9866.018555 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -9866.019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9887.547852 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -9887.548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9894.132812 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9894.133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9894.794922 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9894.795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9894.794922 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -9894.795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -31713.933594 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -31713.93 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 231 members 
Entering Unmasked Estep 
Score: -31283.763672 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -31283.76 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31408.876953 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -31408.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31425.144531 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -31425.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31433.490234 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -31433.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31439.386719 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -31439.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31442.572266 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -31442.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31443.433594 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -31443.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31443.912109 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -31443.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31443.912109 Penalty: 552.226746
	Iteration 8F: 3 clusters Score -31443.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -17344.312500 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -17344.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16996.767578 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -16996.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17161.347656 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -17161.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17225.070312 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -17225.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17253.166016 Penalty: 523.772522
	Iteration 3Q: 3 clusters Score -17253.17 nChanged 18
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: -17298.412109 Penalty: 523.772522
	Iteration 4F: 3 clusters Score -17298.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17354.886719 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -17354.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17363.519531 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -17363.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17367.337891 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -17367.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17367.337891 Penalty: 523.772522
	Iteration 8F: 3 clusters Score -17367.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 161 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 155 members 
Entering Unmasked Estep 
Score: -53299764.000000 Penalty: 51768.390625
Splitting cluster 51 changes total score from -53299996.000000 to -53299764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -74064.203125 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -74064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -73165.679688 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -73165.68 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73482.015625 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -73482.02 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73550.820312 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -73550.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73615.226562 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -73615.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73691.890625 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -73691.89 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73785.734375 Penalty: 641.403198
	Iteration 5F: 3 clusters Score -73785.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -73903.796875 Penalty: 641.403198
	Iteration 6F: 3 clusters Score -73903.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73976.875000 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -73976.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73993.023438 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -73993.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -74002.117188 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -74002.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74009.085938 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -74009.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74009.851562 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -74009.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74010.171875 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -74010.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74010.570312 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -74010.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74015.164062 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -74015.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74035.203125 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -74035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -74044.562500 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -74044.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74052.734375 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -74052.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74057.000000 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -74057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74062.554688 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -74062.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74067.718750 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -74067.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74071.273438 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -74071.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74081.609375 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -74081.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74092.093750 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -74092.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74093.460938 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -74093.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -74094.804688 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -74094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74095.132812 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -74095.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74095.132812 Penalty: 641.403198
	Iteration 27F: 3 clusters Score -74095.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 618 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 533 members 
Entering Unmasked Estep 
Score: -53299776.000000 Penalty: 51768.390625
Splitting cluster 52 changes total score from -53299996.000000 to -53299776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -10090.373047 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10090.37 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 86 members 
Entering Unmasked Estep 
Score: -9825.694336 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9825.694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9905.674805 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9905.675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9927.591797 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9927.592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9971.717773 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9971.718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9987.989258 Penalty: 479.842987
	Iteration 4F: 3 clusters Score -9987.989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10018.620117 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -10018.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10044.011719 Penalty: 479.842987
	Iteration 6F: 3 clusters Score -10044.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10102.961914 Penalty: 479.842987
	Iteration 7F: 3 clusters Score -10102.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10145.424805 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -10145.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10161.438477 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -10161.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10170.932617 Penalty: 479.842987
	Iteration 10Q: 3 clusters Score -10170.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10174.339844 Penalty: 479.842987
	Iteration 11Q: 3 clusters Score -10174.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10182.340820 Penalty: 479.842987
	Iteration 12Q: 3 clusters Score -10182.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10184.077148 Penalty: 479.842987
	Iteration 13Q: 3 clusters Score -10184.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10184.077148 Penalty: 479.842987
	Iteration 14F: 3 clusters Score -10184.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 61 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 134 members 
Entering Unmasked Estep 
Score: -53299828.000000 Penalty: 51768.390625
Splitting cluster 53 changes total score from -53299996.000000 to -53299828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -71998.460938 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -71998.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -71113.468750 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -71113.47 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71431.414062 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -71431.41 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71528.289062 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -71528.29 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71618.484375 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -71618.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71685.164062 Penalty: 639.162048
	Iteration 4F: 3 clusters Score -71685.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71723.687500 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -71723.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71744.164062 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -71744.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71755.007812 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -71755.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -71762.218750 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -71762.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -71774.093750 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -71774.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -71781.937500 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -71781.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71789.445312 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -71789.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -71794.304688 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -71794.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71803.460938 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -71803.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71814.984375 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -71814.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -71832.546875 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -71832.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71868.492188 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -71868.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71892.296875 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -71892.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71904.320312 Penalty: 639.162048
	Iteration 18Q: 3 clusters Score -71904.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -71914.109375 Penalty: 639.162048
	Iteration 19Q: 3 clusters Score -71914.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71921.437500 Penalty: 639.162048
	Iteration 20F: 3 clusters Score -71921.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71925.742188 Penalty: 639.162048
	Iteration 21Q: 3 clusters Score -71925.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71928.757812 Penalty: 639.162048
	Iteration 22Q: 3 clusters Score -71928.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71929.828125 Penalty: 639.162048
	Iteration 23Q: 3 clusters Score -71929.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71932.421875 Penalty: 639.162048
	Iteration 24Q: 3 clusters Score -71932.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71935.335938 Penalty: 639.162048
	Iteration 25Q: 3 clusters Score -71935.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71937.687500 Penalty: 639.162048
	Iteration 26Q: 3 clusters Score -71937.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71938.695312 Penalty: 639.162048
	Iteration 27Q: 3 clusters Score -71938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -71938.804688 Penalty: 639.162048
	Iteration 28Q: 3 clusters Score -71938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -71939.820312 Penalty: 639.162048
	Iteration 29Q: 3 clusters Score -71939.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71940.625000 Penalty: 639.162048
	Iteration 30Q: 3 clusters Score -71940.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71941.656250 Penalty: 639.162048
	Iteration 31Q: 3 clusters Score -71941.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71942.257812 Penalty: 639.162048
	Iteration 32Q: 3 clusters Score -71942.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71942.960938 Penalty: 639.162048
	Iteration 33Q: 3 clusters Score -71942.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71944.382812 Penalty: 639.162048
	Iteration 34Q: 3 clusters Score -71944.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71947.820312 Penalty: 639.162048
	Iteration 35Q: 3 clusters Score -71947.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71949.078125 Penalty: 639.162048
	Iteration 36Q: 3 clusters Score -71949.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71950.148438 Penalty: 639.162048
	Iteration 37Q: 3 clusters Score -71950.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71950.953125 Penalty: 639.162048
	Iteration 38Q: 3 clusters Score -71950.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71958.351562 Penalty: 639.162048
	Iteration 39Q: 3 clusters Score -71958.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71964.703125 Penalty: 639.162048
	Iteration 40F: 3 clusters Score -71964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71967.382812 Penalty: 639.162048
	Iteration 41Q: 3 clusters Score -71967.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71968.273438 Penalty: 639.162048
	Iteration 42Q: 3 clusters Score -71968.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71969.023438 Penalty: 639.162048
	Iteration 43Q: 3 clusters Score -71969.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71969.484375 Penalty: 639.162048
	Iteration 44Q: 3 clusters Score -71969.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71969.781250 Penalty: 639.162048
	Iteration 45Q: 3 clusters Score -71969.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71969.781250 Penalty: 639.162048
	Iteration 46F: 3 clusters Score -71969.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -21649.542969 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -21649.54 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 174 members 
Entering Unmasked Estep 
Score: -21273.269531 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -21273.27 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21446.669922 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -21446.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21535.474609 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -21535.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21559.087891 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -21559.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21580.291016 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -21580.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21600.318359 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -21600.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21609.876953 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -21609.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21618.384766 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -21618.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21623.189453 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -21623.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21625.144531 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -21625.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21625.427734 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -21625.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21625.427734 Penalty: 532.811523
	Iteration 11F: 3 clusters Score -21625.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -36726.632812 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -36726.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36214.933594 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -36214.93 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36464.019531 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -36464.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36535.550781 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -36535.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36580.957031 Penalty: 583.176147
	Iteration 3F: 3 clusters Score -36580.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36639.429688 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -36639.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36673.191406 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -36673.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36686.750000 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -36686.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36703.167969 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -36703.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36710.003906 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -36710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36718.250000 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -36718.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36724.507812 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -36724.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36727.957031 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -36727.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36729.449219 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -36729.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36729.449219 Penalty: 583.176147
	Iteration 13F: 3 clusters Score -36729.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 233 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 374 members 
Entering Unmasked Estep 
Score: -53299808.000000 Penalty: 51768.390625
Splitting cluster 56 changes total score from -53299996.000000 to -53299808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -50709.789062 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -50709.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50018.746094 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -50018.75 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50223.496094 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -50223.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50288.125000 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -50288.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50337.484375 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -50337.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50387.906250 Penalty: 604.821533
	Iteration 4F: 3 clusters Score -50387.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50430.082031 Penalty: 604.821533
	Iteration 5F: 3 clusters Score -50430.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50458.343750 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -50458.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50476.335938 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -50476.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50491.070312 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -50491.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50504.781250 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -50504.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50523.054688 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -50523.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50535.601562 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -50535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50545.121094 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -50545.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50549.113281 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -50549.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50550.085938 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -50550.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50550.085938 Penalty: 604.821533
	Iteration 15F: 3 clusters Score -50550.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -9115.518555 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -9115.519 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 85 members 
Entering Unmasked Estep 
Score: -8921.173828 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -8921.174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9103.872070 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -9103.872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9164.612305 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -9164.612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9169.979492 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -9169.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9172.309570 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -9172.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9172.309570 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -9172.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 94 members 
Entering Unmasked Estep 
Score: -53299812.000000 Penalty: 51768.390625
Splitting cluster 58 changes total score from -53299996.000000 to -53299812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -96739.343750 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -96739.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -95589.523438 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -95589.52 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -95988.085938 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -95988.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -96070.687500 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -96070.69 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -96142.937500 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -96142.94 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -96206.945312 Penalty: 667.305115
	Iteration 4F: 3 clusters Score -96206.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96272.617188 Penalty: 667.305115
	Iteration 5Q: 3 clusters Score -96272.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96345.734375 Penalty: 667.305115
	Iteration 6Q: 3 clusters Score -96345.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96464.921875 Penalty: 667.305115
	Iteration 7F: 3 clusters Score -96464.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96593.718750 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -96593.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96685.039062 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -96685.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96722.132812 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -96722.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96735.851562 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -96735.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -96742.976562 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -96742.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96747.812500 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -96747.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -96749.218750 Penalty: 667.305115
	Iteration 14Q: 3 clusters Score -96749.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96749.695312 Penalty: 667.305115
	Iteration 15Q: 3 clusters Score -96749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96749.695312 Penalty: 667.305115
	Iteration 16F: 3 clusters Score -96749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 965 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 565 members 
Entering Unmasked Estep 
Score: -53299856.000000 Penalty: 51768.390625
Splitting cluster 59 changes total score from -53299996.000000 to -53299856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 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 81 members 
Entering Unmasked Estep 
Score: -2066.571777 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2066.572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2129.420410 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2129.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2145.318604 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -2145.319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2150.651123 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -2150.651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2152.843750 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -2152.844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2154.375244 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -2154.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2155.988770 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -2155.989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2157.879150 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -2157.879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2158.602051 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -2158.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2159.863525 Penalty: 449.037140
	Iteration 9Q: 3 clusters Score -2159.864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2159.863525 Penalty: 449.037140
	Iteration 10F: 3 clusters Score -2159.864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -15544.045898 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -15544.05 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 131 members 
Entering Unmasked Estep 
Score: -15237.094727 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -15237.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15333.163086 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -15333.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15377.422852 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -15377.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15397.282227 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -15397.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15412.910156 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -15412.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15425.337891 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -15425.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15436.749023 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -15436.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15448.740234 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -15448.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15448.740234 Penalty: 503.538452
	Iteration 8F: 3 clusters Score -15448.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -8297.196289 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -8297.196 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 75 members 
Entering Unmasked Estep 
Score: -8031.000977 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -8031.001 nChanged 45
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: -8116.300781 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -8116.301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8176.467285 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -8176.467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8241.134766 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -8241.135 nChanged 7
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: -8293.440430 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -8293.44 nChanged 0
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: -8293.440430 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -8293.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10700.850586 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10700.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10368.078125 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -10368.08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10488.234375 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -10488.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10512.774414 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10512.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10524.445312 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10524.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10529.275391 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10529.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10529.275391 Penalty: 505.319305
	Iteration 5F: 3 clusters Score -10529.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3380.029785 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3380.03 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 26 members 
Entering Unmasked Estep 
Score: -3266.994141 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3266.994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3306.190186 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3306.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3318.136963 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3318.137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3336.601562 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -3336.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3343.869873 Penalty: 369.500305
	Iteration 4Q: 3 clusters Score -3343.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3343.869873 Penalty: 369.500305
	Iteration 5F: 3 clusters Score -3343.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 121 members 
Entering Unmasked Estep 
Score: -17507.570312 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17507.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17572.195312 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17572.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17591.111328 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17591.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17600.392578 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17600.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17607.119141 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17607.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17611.582031 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -17611.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17616.441406 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -17616.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17620.656250 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -17620.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17623.792969 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -17623.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17625.390625 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -17625.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17626.972656 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -17626.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17627.748047 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -17627.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17627.748047 Penalty: 506.371338
	Iteration 12F: 3 clusters Score -17627.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -59675.890625 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -59675.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58892.335938 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -58892.34 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -59195.570312 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -59195.57 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59315.003906 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -59315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59437.976562 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -59437.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59579.460938 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -59579.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59625.523438 Penalty: 625.457886
	Iteration 5F: 3 clusters Score -59625.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -59652.699219 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -59652.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59677.937500 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -59677.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59694.875000 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -59694.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59714.089844 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -59714.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59727.429688 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -59727.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -59734.847656 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -59734.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -59739.328125 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -59739.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -59743.203125 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -59743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59746.031250 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -59746.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -59749.207031 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -59749.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -59751.812500 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -59751.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -59753.937500 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -59753.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59755.273438 Penalty: 625.457886
	Iteration 18Q: 3 clusters Score -59755.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59755.273438 Penalty: 625.457886
	Iteration 19F: 3 clusters Score -59755.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 237 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 729 members 
Entering Unmasked Estep 
Score: -53299912.000000 Penalty: 51768.390625
Splitting cluster 66 changes total score from -53299996.000000 to -53299912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -5990.013672 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -5990.014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5764.776855 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -5764.777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5829.840820 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -5829.841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5882.081543 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -5882.082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5896.535156 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -5896.535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5904.250000 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -5904.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5904.250000 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -5904.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -299194.000000 Penalty: 386.071289
	Iteration 0F: 2 clusters Score -299194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -295913.718750 Penalty: 772.142578
	Iteration 0F: 3 clusters Score -295913.7 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -297151.031250 Penalty: 772.142578
	Iteration 1F: 3 clusters Score -297151 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -297271.437500 Penalty: 772.142578
	Iteration 2F: 3 clusters Score -297271.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -297415.218750 Penalty: 772.142578
	Iteration 3F: 3 clusters Score -297415.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -297589.937500 Penalty: 772.142578
	Iteration 4Q: 3 clusters Score -297589.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -297801.156250 Penalty: 772.142578
	Iteration 5F: 3 clusters Score -297801.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -298055.468750 Penalty: 772.142578
	Iteration 6F: 3 clusters Score -298055.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -298281.156250 Penalty: 772.142578
	Iteration 7F: 3 clusters Score -298281.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -298442.781250 Penalty: 772.142578
	Iteration 8F: 3 clusters Score -298442.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -298503.062500 Penalty: 772.142578
	Iteration 9Q: 3 clusters Score -298503.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -298532.843750 Penalty: 772.142578
	Iteration 10Q: 3 clusters Score -298532.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -298550.750000 Penalty: 772.142578
	Iteration 11Q: 3 clusters Score -298550.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -298565.531250 Penalty: 772.142578
	Iteration 12Q: 3 clusters Score -298565.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -298577.468750 Penalty: 772.142578
	Iteration 13Q: 3 clusters Score -298577.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -298585.812500 Penalty: 772.142578
	Iteration 14Q: 3 clusters Score -298585.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -298592.750000 Penalty: 772.142578
	Iteration 15Q: 3 clusters Score -298592.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -298599.843750 Penalty: 772.142578
	Iteration 16Q: 3 clusters Score -298599.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -298607.093750 Penalty: 772.142578
	Iteration 17Q: 3 clusters Score -298607.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -298614.187500 Penalty: 772.142578
	Iteration 18Q: 3 clusters Score -298614.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -298619.843750 Penalty: 772.142578
	Iteration 19Q: 3 clusters Score -298619.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -298626.531250 Penalty: 772.142578
	Iteration 20F: 3 clusters Score -298626.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -298630.187500 Penalty: 772.142578
	Iteration 21Q: 3 clusters Score -298630.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -298634.031250 Penalty: 772.142578
	Iteration 22Q: 3 clusters Score -298634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -298638.093750 Penalty: 772.142578
	Iteration 23Q: 3 clusters Score -298638.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -298643.343750 Penalty: 772.142578
	Iteration 24Q: 3 clusters Score -298643.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -298648.906250 Penalty: 772.142578
	Iteration 25Q: 3 clusters Score -298648.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -298655.062500 Penalty: 772.142578
	Iteration 26Q: 3 clusters Score -298655.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -298661.437500 Penalty: 772.142578
	Iteration 27Q: 3 clusters Score -298661.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -298670.437500 Penalty: 772.142578
	Iteration 28Q: 3 clusters Score -298670.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -298679.500000 Penalty: 772.142578
	Iteration 29Q: 3 clusters Score -298679.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -298694.781250 Penalty: 772.142578
	Iteration 30Q: 3 clusters Score -298694.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -298714.750000 Penalty: 772.142578
	Iteration 31Q: 3 clusters Score -298714.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -298731.718750 Penalty: 772.142578
	Iteration 32Q: 3 clusters Score -298731.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -298749.187500 Penalty: 772.142578
	Iteration 33Q: 3 clusters Score -298749.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -298762.812500 Penalty: 772.142578
	Iteration 34Q: 3 clusters Score -298762.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -298770.593750 Penalty: 772.142578
	Iteration 35Q: 3 clusters Score -298770.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -298778.156250 Penalty: 772.142578
	Iteration 36Q: 3 clusters Score -298778.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -298783.843750 Penalty: 772.142578
	Iteration 37Q: 3 clusters Score -298783.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -298787.812500 Penalty: 772.142578
	Iteration 38Q: 3 clusters Score -298787.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -298794.812500 Penalty: 772.142578
	Iteration 39Q: 3 clusters Score -298794.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -298802.375000 Penalty: 772.142578
	Iteration 40F: 3 clusters Score -298802.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -298808.375000 Penalty: 772.142578
	Iteration 41Q: 3 clusters Score -298808.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -298816.812500 Penalty: 772.142578
	Iteration 42Q: 3 clusters Score -298816.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -298823.812500 Penalty: 772.142578
	Iteration 43Q: 3 clusters Score -298823.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -298833.875000 Penalty: 772.142578
	Iteration 44Q: 3 clusters Score -298833.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -298842.625000 Penalty: 772.142578
	Iteration 45Q: 3 clusters Score -298842.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -298855.312500 Penalty: 772.142578
	Iteration 46Q: 3 clusters Score -298855.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -298868.125000 Penalty: 772.142578
	Iteration 47Q: 3 clusters Score -298868.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -298887.906250 Penalty: 772.142578
	Iteration 48Q: 3 clusters Score -298887.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -298898.281250 Penalty: 772.142578
	Iteration 49Q: 3 clusters Score -298898.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -298903.968750 Penalty: 772.142578
	Iteration 50Q: 3 clusters Score -298904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -298911.375000 Penalty: 772.142578
	Iteration 51Q: 3 clusters Score -298911.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -298914.656250 Penalty: 772.142578
	Iteration 52Q: 3 clusters Score -298914.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -298916.687500 Penalty: 772.142578
	Iteration 53Q: 3 clusters Score -298916.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -298918.062500 Penalty: 772.142578
	Iteration 54Q: 3 clusters Score -298918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -298919.968750 Penalty: 772.142578
	Iteration 55Q: 3 clusters Score -298920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -298923.468750 Penalty: 772.142578
	Iteration 56Q: 3 clusters Score -298923.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -298926.625000 Penalty: 772.142578
	Iteration 57Q: 3 clusters Score -298926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -298928.187500 Penalty: 772.142578
	Iteration 58Q: 3 clusters Score -298928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -298932.687500 Penalty: 772.142578
	Iteration 59Q: 3 clusters Score -298932.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -298936.593750 Penalty: 772.142578
	Iteration 60F: 3 clusters Score -298936.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -298939.437500 Penalty: 772.142578
	Iteration 61Q: 3 clusters Score -298939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298943.437500 Penalty: 772.142578
	Iteration 62Q: 3 clusters Score -298943.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298945.968750 Penalty: 772.142578
	Iteration 63Q: 3 clusters Score -298946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -298947.031250 Penalty: 772.142578
	Iteration 64Q: 3 clusters Score -298947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -298947.500000 Penalty: 772.142578
	Iteration 65Q: 3 clusters Score -298947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -298947.968750 Penalty: 772.142578
	Iteration 66Q: 3 clusters Score -298948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -298948.812500 Penalty: 772.142578
	Iteration 67Q: 3 clusters Score -298948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -298949.781250 Penalty: 772.142578
	Iteration 68Q: 3 clusters Score -298949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -298949.937500 Penalty: 772.142578
	Iteration 69Q: 3 clusters Score -298949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -298950.843750 Penalty: 772.142578
	Iteration 70Q: 3 clusters Score -298950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -298952.343750 Penalty: 772.142578
	Iteration 71Q: 3 clusters Score -298952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -298954.968750 Penalty: 772.142578
	Iteration 72Q: 3 clusters Score -298955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -298955.812500 Penalty: 772.142578
	Iteration 73Q: 3 clusters Score -298955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -298959.875000 Penalty: 772.142578
	Iteration 74Q: 3 clusters Score -298959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -298962.375000 Penalty: 772.142578
	Iteration 75Q: 3 clusters Score -298962.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -298965.937500 Penalty: 772.142578
	Iteration 76Q: 3 clusters Score -298965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -298969.562500 Penalty: 772.142578
	Iteration 77Q: 3 clusters Score -298969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -298972.750000 Penalty: 772.142578
	Iteration 78Q: 3 clusters Score -298972.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -298979.718750 Penalty: 772.142578
	Iteration 79Q: 3 clusters Score -298979.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -298982.343750 Penalty: 772.142578
	Iteration 80F: 3 clusters Score -298982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -298985.906250 Penalty: 772.142578
	Iteration 81Q: 3 clusters Score -298985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -298987.656250 Penalty: 772.142578
	Iteration 82Q: 3 clusters Score -298987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -298990.843750 Penalty: 772.142578
	Iteration 83Q: 3 clusters Score -298990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -298992.281250 Penalty: 772.142578
	Iteration 84Q: 3 clusters Score -298992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -298993.125000 Penalty: 772.142578
	Iteration 85Q: 3 clusters Score -298993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -298995.750000 Penalty: 772.142578
	Iteration 86Q: 3 clusters Score -298995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -299000.125000 Penalty: 772.142578
	Iteration 87Q: 3 clusters Score -299000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -299002.406250 Penalty: 772.142578
	Iteration 88Q: 3 clusters Score -299002.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -299005.093750 Penalty: 772.142578
	Iteration 89Q: 3 clusters Score -299005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -299007.343750 Penalty: 772.142578
	Iteration 90Q: 3 clusters Score -299007.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -299010.093750 Penalty: 772.142578
	Iteration 91Q: 3 clusters Score -299010.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -299012.125000 Penalty: 772.142578
	Iteration 92Q: 3 clusters Score -299012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -299013.406250 Penalty: 772.142578
	Iteration 93Q: 3 clusters Score -299013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -299016.156250 Penalty: 772.142578
	Iteration 94Q: 3 clusters Score -299016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -299016.875000 Penalty: 772.142578
	Iteration 95Q: 3 clusters Score -299016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -299017.343750 Penalty: 772.142578
	Iteration 96Q: 3 clusters Score -299017.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -299018.125000 Penalty: 772.142578
	Iteration 97Q: 3 clusters Score -299018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -299019.125000 Penalty: 772.142578
	Iteration 98Q: 3 clusters Score -299019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -299019.937500 Penalty: 772.142578
	Iteration 99Q: 3 clusters Score -299019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -299021.031250 Penalty: 772.142578
	Iteration 100F: 3 clusters Score -299021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -299020.875000 Penalty: 772.142578
	Iteration 101Q: 3 clusters Score -299020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -299021.437500 Penalty: 772.142578
	Iteration 102Q: 3 clusters Score -299021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -299022.312500 Penalty: 772.142578
	Iteration 103Q: 3 clusters Score -299022.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -299024.312500 Penalty: 772.142578
	Iteration 104Q: 3 clusters Score -299024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -299025.625000 Penalty: 772.142578
	Iteration 105Q: 3 clusters Score -299025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -299027.250000 Penalty: 772.142578
	Iteration 106Q: 3 clusters Score -299027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -299028.406250 Penalty: 772.142578
	Iteration 107Q: 3 clusters Score -299028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -299030.625000 Penalty: 772.142578
	Iteration 108Q: 3 clusters Score -299030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -299031.843750 Penalty: 772.142578
	Iteration 109Q: 3 clusters Score -299031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -299033.093750 Penalty: 772.142578
	Iteration 110Q: 3 clusters Score -299033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -299035.062500 Penalty: 772.142578
	Iteration 111Q: 3 clusters Score -299035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299038.000000 Penalty: 772.142578
	Iteration 112Q: 3 clusters Score -299038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -299038.843750 Penalty: 772.142578
	Iteration 113Q: 3 clusters Score -299038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -299040.562500 Penalty: 772.142578
	Iteration 114Q: 3 clusters Score -299040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -299041.593750 Penalty: 772.142578
	Iteration 115Q: 3 clusters Score -299041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299041.718750 Penalty: 772.142578
	Iteration 116Q: 3 clusters Score -299041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -299042.250000 Penalty: 772.142578
	Iteration 117Q: 3 clusters Score -299042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299042.062500 Penalty: 772.142578
	Iteration 118Q: 3 clusters Score -299042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -299042.062500 Penalty: 772.142578
	Iteration 119F: 3 clusters Score -299042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5108.202637 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5108.203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4912.768066 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4912.768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4960.489746 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4960.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4997.382812 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4997.383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5023.158203 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -5023.158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5098.668945 Penalty: 421.760345
	Iteration 4F: 3 clusters Score -5098.669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5128.293945 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5128.294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5148.260254 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -5148.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5148.260254 Penalty: 421.760345
	Iteration 7F: 3 clusters Score -5148.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 55 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Mstep: Class 77 contains 86088 members 
Mstep: Class 78 contains 129 members 
Mstep: Class 79 contains 40 members 
Mstep: Class 80 contains 474 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 83 members 
Mstep: Class 83 contains 48 members 
Entering Unmasked Estep 
Score: -53299724.000000 Penalty: 51768.390625
Splitting cluster 69 changes total score from -53299996.000000 to -53299724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4556.386230 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4556.386 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 36 members 
Entering Unmasked Estep 
Score: -4381.386719 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4381.387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4434.838867 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4434.839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -27758.470703 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -27758.47 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 209 members 
Entering Unmasked Estep 
Score: -27319.427734 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -27319.43 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27456.716797 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -27456.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27493.640625 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -27493.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27513.832031 Penalty: 555.739075
	Iteration 3Q: 3 clusters Score -27513.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27522.451172 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -27522.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27537.417969 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -27537.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27547.947266 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -27547.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27555.228516 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -27555.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27560.269531 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -27560.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27571.455078 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -27571.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27582.109375 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -27582.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27595.533203 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -27595.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27611.056641 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -27611.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27616.529297 Penalty: 555.739075
	Iteration 13Q: 3 clusters Score -27616.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27619.236328 Penalty: 555.739075
	Iteration 14Q: 3 clusters Score -27619.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27622.367188 Penalty: 555.739075
	Iteration 15Q: 3 clusters Score -27622.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27623.083984 Penalty: 555.739075
	Iteration 16Q: 3 clusters Score -27623.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27623.083984 Penalty: 555.739075
	Iteration 17F: 3 clusters Score -27623.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (99399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Entering Unmasked Estep 
Score: -6087575.500000 Penalty: 523.563843
	Iteration 0F: 2 clusters Score -6087576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6021266.500000 Penalty: 1047.127686
	Iteration 0F: 3 clusters Score -6021266 nChanged 48403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6051342.500000 Penalty: 1047.127686
	Iteration 1F: 3 clusters Score -6051342 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -6053398.000000 Penalty: 1047.127686
	Iteration 2Q: 3 clusters Score -6053398 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -6057080.500000 Penalty: 1047.127686
	Iteration 3F: 3 clusters Score -6057080 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -6063335.500000 Penalty: 1047.127686
	Iteration 4F: 3 clusters Score -6063336 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6071699.500000 Penalty: 1047.127686
	Iteration 5F: 3 clusters Score -6071700 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -6079097.500000 Penalty: 1047.127686
	Iteration 6F: 3 clusters Score -6079098 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -6083155.500000 Penalty: 1047.127686
	Iteration 7Q: 3 clusters Score -6083156 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -6084544.000000 Penalty: 1047.127686
	Iteration 8Q: 3 clusters Score -6084544 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -6085077.000000 Penalty: 1047.127686
	Iteration 9Q: 3 clusters Score -6085077 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -6085403.000000 Penalty: 1047.127686
	Iteration 10Q: 3 clusters Score -6085403 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -6085681.000000 Penalty: 1047.127686
	Iteration 11Q: 3 clusters Score -6085681 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -6085898.000000 Penalty: 1047.127686
	Iteration 12Q: 3 clusters Score -6085898 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -6086056.000000 Penalty: 1047.127686
	Iteration 13Q: 3 clusters Score -6086056 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -6086176.000000 Penalty: 1047.127686
	Iteration 14Q: 3 clusters Score -6086176 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6086289.000000 Penalty: 1047.127686
	Iteration 15Q: 3 clusters Score -6086289 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6086436.500000 Penalty: 1047.127686
	Iteration 16Q: 3 clusters Score -6086436 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6086540.500000 Penalty: 1047.127686
	Iteration 17Q: 3 clusters Score -6086540 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6086612.500000 Penalty: 1047.127686
	Iteration 18Q: 3 clusters Score -6086612 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6086688.500000 Penalty: 1047.127686
	Iteration 19Q: 3 clusters Score -6086688 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6086759.000000 Penalty: 1047.127686
	Iteration 20F: 3 clusters Score -6086759 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6086814.500000 Penalty: 1047.127686
	Iteration 21Q: 3 clusters Score -6086814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6086855.500000 Penalty: 1047.127686
	Iteration 22Q: 3 clusters Score -6086856 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6086893.000000 Penalty: 1047.127686
	Iteration 23Q: 3 clusters Score -6086893 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6086917.000000 Penalty: 1047.127686
	Iteration 24Q: 3 clusters Score -6086917 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6086945.000000 Penalty: 1047.127686
	Iteration 25Q: 3 clusters Score -6086945 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6086952.000000 Penalty: 1047.127686
	Iteration 26Q: 3 clusters Score -6086952 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6086951.500000 Penalty: 1047.127686
	Iteration 27Q: 3 clusters Score -6086952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6086963.500000 Penalty: 1047.127686
	Iteration 28Q: 3 clusters Score -6086964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6086967.000000 Penalty: 1047.127686
	Iteration 29Q: 3 clusters Score -6086967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6086979.500000 Penalty: 1047.127686
	Iteration 30Q: 3 clusters Score -6086980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6087002.500000 Penalty: 1047.127686
	Iteration 31Q: 3 clusters Score -6087002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6087005.000000 Penalty: 1047.127686
	Iteration 32Q: 3 clusters Score -6087005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6086996.500000 Penalty: 1047.127686
	Iteration 33Q: 3 clusters Score -6086996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6086996.000000 Penalty: 1047.127686
	Iteration 34Q: 3 clusters Score -6086996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6086988.000000 Penalty: 1047.127686
	Iteration 35Q: 3 clusters Score -6086988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6086992.500000 Penalty: 1047.127686
	Iteration 36Q: 3 clusters Score -6086992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6086978.500000 Penalty: 1047.127686
	Iteration 37Q: 3 clusters Score -6086978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6086986.000000 Penalty: 1047.127686
	Iteration 38Q: 3 clusters Score -6086986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6086995.500000 Penalty: 1047.127686
	Iteration 39Q: 3 clusters Score -6086996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6087003.500000 Penalty: 1047.127686
	Iteration 40F: 3 clusters Score -6087004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6087024.000000 Penalty: 1047.127686
	Iteration 41Q: 3 clusters Score -6087024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6087044.500000 Penalty: 1047.127686
	Iteration 42Q: 3 clusters Score -6087044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6087056.500000 Penalty: 1047.127686
	Iteration 43Q: 3 clusters Score -6087056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6087079.500000 Penalty: 1047.127686
	Iteration 44Q: 3 clusters Score -6087080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6087097.500000 Penalty: 1047.127686
	Iteration 45Q: 3 clusters Score -6087098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6087128.500000 Penalty: 1047.127686
	Iteration 46Q: 3 clusters Score -6087128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6087145.000000 Penalty: 1047.127686
	Iteration 47Q: 3 clusters Score -6087145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6087163.500000 Penalty: 1047.127686
	Iteration 48Q: 3 clusters Score -6087164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6087163.500000 Penalty: 1047.127686
	Iteration 49Q: 3 clusters Score -6087164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6087196.500000 Penalty: 1047.127686
	Iteration 50Q: 3 clusters Score -6087196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6087203.000000 Penalty: 1047.127686
	Iteration 51Q: 3 clusters Score -6087203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6087217.000000 Penalty: 1047.127686
	Iteration 52Q: 3 clusters Score -6087217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6087221.500000 Penalty: 1047.127686
	Iteration 53Q: 3 clusters Score -6087222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6087228.500000 Penalty: 1047.127686
	Iteration 54Q: 3 clusters Score -6087228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6087239.500000 Penalty: 1047.127686
	Iteration 55Q: 3 clusters Score -6087240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6087236.500000 Penalty: 1047.127686
	Iteration 56Q: 3 clusters Score -6087236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6087235.500000 Penalty: 1047.127686
	Iteration 57Q: 3 clusters Score -6087236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6087239.500000 Penalty: 1047.127686
	Iteration 58Q: 3 clusters Score -6087240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6087240.500000 Penalty: 1047.127686
	Iteration 59Q: 3 clusters Score -6087240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6087239.000000 Penalty: 1047.127686
	Iteration 60F: 3 clusters Score -6087239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6087237.000000 Penalty: 1047.127686
	Iteration 61Q: 3 clusters Score -6087237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6087241.000000 Penalty: 1047.127686
	Iteration 62Q: 3 clusters Score -6087241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6087239.000000 Penalty: 1047.127686
	Iteration 63Q: 3 clusters Score -6087239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6087247.000000 Penalty: 1047.127686
	Iteration 64Q: 3 clusters Score -6087247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6087241.000000 Penalty: 1047.127686
	Iteration 65Q: 3 clusters Score -6087241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6087242.000000 Penalty: 1047.127686
	Iteration 66Q: 3 clusters Score -6087242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6087244.500000 Penalty: 1047.127686
	Iteration 67Q: 3 clusters Score -6087244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6087240.500000 Penalty: 1047.127686
	Iteration 68Q: 3 clusters Score -6087240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98935 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6087240.500000 Penalty: 1047.127686
	Iteration 69F: 3 clusters Score -6087240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -18447.865234 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -18447.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18096.193359 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -18096.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18177.876953 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -18177.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18217.443359 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -18217.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18260.511719 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -18260.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18280.886719 Penalty: 517.205750
	Iteration 4F: 3 clusters Score -18280.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18290.894531 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -18290.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18296.130859 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -18296.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18296.867188 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -18296.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18296.867188 Penalty: 517.205750
	Iteration 8F: 3 clusters Score -18296.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5833.064941 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5833.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5640.248047 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5640.248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5662.318359 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5662.318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5665.790039 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -5665.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5665.790039 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -5665.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (85609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Entering Unmasked Estep 
Score: -5296824.000000 Penalty: 516.768311
	Iteration 0F: 2 clusters Score -5296824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -5239930.500000 Penalty: 1033.536621
	Iteration 0F: 3 clusters Score -5239930 nChanged 41990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5265888.500000 Penalty: 1033.536621
	Iteration 1F: 3 clusters Score -5265888 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5268203.000000 Penalty: 1033.536621
	Iteration 2F: 3 clusters Score -5268203 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5272064.500000 Penalty: 1033.536621
	Iteration 3F: 3 clusters Score -5272064 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5277201.500000 Penalty: 1033.536621
	Iteration 4F: 3 clusters Score -5277202 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5282780.500000 Penalty: 1033.536621
	Iteration 5F: 3 clusters Score -5282780 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -5287171.500000 Penalty: 1033.536621
	Iteration 6F: 3 clusters Score -5287172 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5289128.500000 Penalty: 1033.536621
	Iteration 7F: 3 clusters Score -5289128 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5289808.000000 Penalty: 1033.536621
	Iteration 8Q: 3 clusters Score -5289808 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -5290243.500000 Penalty: 1033.536621
	Iteration 9Q: 3 clusters Score -5290244 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -5290640.500000 Penalty: 1033.536621
	Iteration 10Q: 3 clusters Score -5290640 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5291051.000000 Penalty: 1033.536621
	Iteration 11Q: 3 clusters Score -5291051 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -5291425.500000 Penalty: 1033.536621
	Iteration 12Q: 3 clusters Score -5291426 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5291731.500000 Penalty: 1033.536621
	Iteration 13Q: 3 clusters Score -5291732 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5292023.000000 Penalty: 1033.536621
	Iteration 14Q: 3 clusters Score -5292023 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5292260.500000 Penalty: 1033.536621
	Iteration 15Q: 3 clusters Score -5292260 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -5292409.500000 Penalty: 1033.536621
	Iteration 16Q: 3 clusters Score -5292410 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5292498.000000 Penalty: 1033.536621
	Iteration 17Q: 3 clusters Score -5292498 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5292564.500000 Penalty: 1033.536621
	Iteration 18Q: 3 clusters Score -5292564 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5292578.000000 Penalty: 1033.536621
	Iteration 19Q: 3 clusters Score -5292578 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5292602.000000 Penalty: 1033.536621
	Iteration 20F: 3 clusters Score -5292602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5292626.500000 Penalty: 1033.536621
	Iteration 21Q: 3 clusters Score -5292626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -5292629.500000 Penalty: 1033.536621
	Iteration 22Q: 3 clusters Score -5292630 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5292638.000000 Penalty: 1033.536621
	Iteration 23Q: 3 clusters Score -5292638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -5292677.000000 Penalty: 1033.536621
	Iteration 24Q: 3 clusters Score -5292677 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5292678.000000 Penalty: 1033.536621
	Iteration 25Q: 3 clusters Score -5292678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -5292676.500000 Penalty: 1033.536621
	Iteration 26Q: 3 clusters Score -5292676 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5292675.000000 Penalty: 1033.536621
	Iteration 27Q: 3 clusters Score -5292675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5292682.500000 Penalty: 1033.536621
	Iteration 28Q: 3 clusters Score -5292682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5292695.000000 Penalty: 1033.536621
	Iteration 29Q: 3 clusters Score -5292695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5292689.000000 Penalty: 1033.536621
	Iteration 30Q: 3 clusters Score -5292689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5292688.000000 Penalty: 1033.536621
	Iteration 31Q: 3 clusters Score -5292688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5292694.500000 Penalty: 1033.536621
	Iteration 32Q: 3 clusters Score -5292694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5292690.000000 Penalty: 1033.536621
	Iteration 33Q: 3 clusters Score -5292690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5292685.000000 Penalty: 1033.536621
	Iteration 34Q: 3 clusters Score -5292685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5292680.500000 Penalty: 1033.536621
	Iteration 35Q: 3 clusters Score -5292680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5292683.500000 Penalty: 1033.536621
	Iteration 36Q: 3 clusters Score -5292684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5292690.000000 Penalty: 1033.536621
	Iteration 37Q: 3 clusters Score -5292690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5292686.000000 Penalty: 1033.536621
	Iteration 38Q: 3 clusters Score -5292686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5292683.500000 Penalty: 1033.536621
	Iteration 39Q: 3 clusters Score -5292684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5292684.000000 Penalty: 1033.536621
	Iteration 40F: 3 clusters Score -5292684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -5292678.000000 Penalty: 1033.536621
	Iteration 41Q: 3 clusters Score -5292678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -5292665.000000 Penalty: 1033.536621
	Iteration 42Q: 3 clusters Score -5292665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5292661.000000 Penalty: 1033.536621
	Iteration 43Q: 3 clusters Score -5292661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5292659.000000 Penalty: 1033.536621
	Iteration 44Q: 3 clusters Score -5292659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5292662.000000 Penalty: 1033.536621
	Iteration 45Q: 3 clusters Score -5292662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5292660.000000 Penalty: 1033.536621
	Iteration 46Q: 3 clusters Score -5292660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5292665.000000 Penalty: 1033.536621
	Iteration 47Q: 3 clusters Score -5292665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5292661.000000 Penalty: 1033.536621
	Iteration 48Q: 3 clusters Score -5292661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5292662.000000 Penalty: 1033.536621
	Iteration 49Q: 3 clusters Score -5292662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5292659.500000 Penalty: 1033.536621
	Iteration 50Q: 3 clusters Score -5292660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5292655.500000 Penalty: 1033.536621
	Iteration 51Q: 3 clusters Score -5292656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5292651.000000 Penalty: 1033.536621
	Iteration 52Q: 3 clusters Score -5292651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5292643.000000 Penalty: 1033.536621
	Iteration 53Q: 3 clusters Score -5292643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -5292639.000000 Penalty: 1033.536621
	Iteration 54Q: 3 clusters Score -5292639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5292640.500000 Penalty: 1033.536621
	Iteration 55Q: 3 clusters Score -5292640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -5292633.500000 Penalty: 1033.536621
	Iteration 56Q: 3 clusters Score -5292634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5292629.500000 Penalty: 1033.536621
	Iteration 57Q: 3 clusters Score -5292630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5292629.000000 Penalty: 1033.536621
	Iteration 58Q: 3 clusters Score -5292629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5292624.000000 Penalty: 1033.536621
	Iteration 59Q: 3 clusters Score -5292624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5292625.000000 Penalty: 1033.536621
	Iteration 60F: 3 clusters Score -5292625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -5292628.500000 Penalty: 1033.536621
	Iteration 61Q: 3 clusters Score -5292628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5292627.000000 Penalty: 1033.536621
	Iteration 62Q: 3 clusters Score -5292627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -5292622.500000 Penalty: 1033.536621
	Iteration 63Q: 3 clusters Score -5292622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5292619.500000 Penalty: 1033.536621
	Iteration 64Q: 3 clusters Score -5292620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5292622.500000 Penalty: 1033.536621
	Iteration 65Q: 3 clusters Score -5292622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -5292623.000000 Penalty: 1033.536621
	Iteration 66Q: 3 clusters Score -5292623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5292624.500000 Penalty: 1033.536621
	Iteration 67Q: 3 clusters Score -5292624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5292622.500000 Penalty: 1033.536621
	Iteration 68Q: 3 clusters Score -5292622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5292622.000000 Penalty: 1033.536621
	Iteration 69Q: 3 clusters Score -5292622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5292622.000000 Penalty: 1033.536621
	Iteration 70Q: 3 clusters Score -5292622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5292623.500000 Penalty: 1033.536621
	Iteration 71Q: 3 clusters Score -5292624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5292622.000000 Penalty: 1033.536621
	Iteration 72Q: 3 clusters Score -5292622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5292622.000000 Penalty: 1033.536621
	Iteration 73F: 3 clusters Score -5292622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -229670.656250 Penalty: 373.807404
	Iteration 0F: 2 clusters Score -229670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -227076.484375 Penalty: 747.614807
	Iteration 0F: 3 clusters Score -227076.5 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -228031.187500 Penalty: 747.614807
	Iteration 1F: 3 clusters Score -228031.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -228108.187500 Penalty: 747.614807
	Iteration 2F: 3 clusters Score -228108.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -228150.812500 Penalty: 747.614807
	Iteration 3Q: 3 clusters Score -228150.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -228182.234375 Penalty: 747.614807
	Iteration 4Q: 3 clusters Score -228182.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -228207.312500 Penalty: 747.614807
	Iteration 5Q: 3 clusters Score -228207.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -228238.671875 Penalty: 747.614807
	Iteration 6Q: 3 clusters Score -228238.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -228282.109375 Penalty: 747.614807
	Iteration 7Q: 3 clusters Score -228282.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -228340.421875 Penalty: 747.614807
	Iteration 8Q: 3 clusters Score -228340.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228431.609375 Penalty: 747.614807
	Iteration 9Q: 3 clusters Score -228431.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -228551.484375 Penalty: 747.614807
	Iteration 10Q: 3 clusters Score -228551.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -228691.546875 Penalty: 747.614807
	Iteration 11F: 3 clusters Score -228691.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -228854.593750 Penalty: 747.614807
	Iteration 12F: 3 clusters Score -228854.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -228993.625000 Penalty: 747.614807
	Iteration 13Q: 3 clusters Score -228993.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229096.484375 Penalty: 747.614807
	Iteration 14Q: 3 clusters Score -229096.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229156.156250 Penalty: 747.614807
	Iteration 15Q: 3 clusters Score -229156.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229197.796875 Penalty: 747.614807
	Iteration 16Q: 3 clusters Score -229197.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229221.203125 Penalty: 747.614807
	Iteration 17Q: 3 clusters Score -229221.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -229240.531250 Penalty: 747.614807
	Iteration 18Q: 3 clusters Score -229240.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -229260.546875 Penalty: 747.614807
	Iteration 19Q: 3 clusters Score -229260.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -229276.640625 Penalty: 747.614807
	Iteration 20F: 3 clusters Score -229276.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -229290.078125 Penalty: 747.614807
	Iteration 21Q: 3 clusters Score -229290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -229296.156250 Penalty: 747.614807
	Iteration 22Q: 3 clusters Score -229296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -229301.468750 Penalty: 747.614807
	Iteration 23Q: 3 clusters Score -229301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -229307.437500 Penalty: 747.614807
	Iteration 24Q: 3 clusters Score -229307.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -229314.281250 Penalty: 747.614807
	Iteration 25Q: 3 clusters Score -229314.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -229322.328125 Penalty: 747.614807
	Iteration 26Q: 3 clusters Score -229322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -229326.046875 Penalty: 747.614807
	Iteration 27Q: 3 clusters Score -229326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -229329.281250 Penalty: 747.614807
	Iteration 28Q: 3 clusters Score -229329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -229331.156250 Penalty: 747.614807
	Iteration 29Q: 3 clusters Score -229331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -229332.593750 Penalty: 747.614807
	Iteration 30Q: 3 clusters Score -229332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -229332.968750 Penalty: 747.614807
	Iteration 31Q: 3 clusters Score -229333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -229332.843750 Penalty: 747.614807
	Iteration 32Q: 3 clusters Score -229332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -229332.843750 Penalty: 747.614807
	Iteration 33F: 3 clusters Score -229332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 71555 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 187 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88315 members 
Mstep: Class 18 contains 83145 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12055 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 4653 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 186 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 770 members 
Mstep: Class 58 contains 170 members 
Mstep: Class 59 contains 1530 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 966 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4842 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 79 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99399 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85609 members 
Mstep: Class 76 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 79. Lose 339.477234 but Gain 623.714844
Score: -53301700.000000 Penalty: 50520.957031
Iteration 439Q: 82 clusters Score -5.33017e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 71815 members 
Mstep: Class 3 contains 39811 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 46905 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 71335 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88735 members 
Mstep: Class 18 contains 83067 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 399 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 81832 members 
Mstep: Class 23 contains 82414 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12084 members 
Mstep: Class 28 contains 7009 members 
Mstep: Class 29 contains 2017 members 
Mstep: Class 30 contains 377 members 
Mstep: Class 31 contains 4650 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 598 members 
Mstep: Class 34 contains 100 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 90 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 620 members 
Mstep: Class 45 contains 798 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 152 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 348 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 769 members 
Mstep: Class 58 contains 171 members 
Mstep: Class 59 contains 1539 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 146 members 
Mstep: Class 63 contains 271 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 956 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4870 members 
Mstep: Class 69 contains 103 members 
Mstep: Class 70 contains 77 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 100046 members 
Mstep: Class 73 contains 294 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85651 members 
Mstep: Class 76 contains 3679 members 
Mstep: Class 77 contains 83975 members 
Mstep: Class 78 contains 128 members 
Mstep: Class 80 contains 467 members 
Mstep: Class 81 contains 123 members 
Mstep: Class 82 contains 83 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303272.000000 Penalty: 50520.957031
Iteration 440F: 82 clusters Score -5.330327e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 71896 members 
Mstep: Class 3 contains 39909 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 46311 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 71342 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88722 members 
Mstep: Class 18 contains 82779 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 206 members 
Mstep: Class 22 contains 82195 members 
Mstep: Class 23 contains 82442 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12115 members 
Mstep: Class 28 contains 7623 members 
Mstep: Class 29 contains 2013 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 4633 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 599 members 
Mstep: Class 34 contains 112 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 92 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 619 members 
Mstep: Class 45 contains 800 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 151 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1124 members 
Mstep: Class 55 contains 347 members 
Mstep: Class 56 contains 607 members 
Mstep: Class 57 contains 769 members 
Mstep: Class 58 contains 169 members 
Mstep: Class 59 contains 1537 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 145 members 
Mstep: Class 63 contains 271 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 957 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4887 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 68 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 100032 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85388 members 
Mstep: Class 76 contains 3666 members 
Mstep: Class 77 contains 84043 members 
Mstep: Class 78 contains 128 members 
Mstep: Class 80 contains 473 members 
Mstep: Class 81 contains 125 members 
Mstep: Class 82 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303780.000000 Penalty: 50520.957031
Iteration 441Q: 82 clusters Score -5.330378e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 71945 members 
Mstep: Class 3 contains 39987 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 45748 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 71318 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88571 members 
Mstep: Class 18 contains 82552 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 204 members 
Mstep: Class 22 contains 82461 members 
Mstep: Class 23 contains 82491 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12149 members 
Mstep: Class 28 contains 8232 members 
Mstep: Class 29 contains 2009 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 4620 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 95 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 617 members 
Mstep: Class 45 contains 803 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 149 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1124 members 
Mstep: Class 55 contains 347 members 
Mstep: Class 56 contains 606 members 
Mstep: Class 57 contains 771 members 
Mstep: Class 58 contains 169 members 
Mstep: Class 59 contains 1536 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 270 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 956 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 4903 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 62 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99940 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85257 members 
Mstep: Class 76 contains 3671 members 
Mstep: Class 77 contains 84227 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 477 members 
Mstep: Class 81 contains 128 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304384.000000 Penalty: 50520.957031
Iteration 442Q: 82 clusters Score -5.330438e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 71984 members 
Mstep: Class 3 contains 40026 members 
Mstep: Class 4 contains 1255 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 313 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 71286 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88402 members 
Mstep: Class 18 contains 82385 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82674 members 
Mstep: Class 23 contains 82568 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 12185 members 
Mstep: Class 28 contains 8779 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4606 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 96 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1124 members 
Mstep: Class 55 contains 349 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 772 members 
Mstep: Class 58 contains 167 members 
Mstep: Class 59 contains 1533 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 271 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 959 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4915 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 57 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99743 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85177 members 
Mstep: Class 76 contains 3681 members 
Mstep: Class 77 contains 84532 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 482 members 
Mstep: Class 81 contains 130 members 
Mstep: Class 82 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304228.000000 Penalty: 50520.957031
Iteration 443Q: 82 clusters Score -5.330423e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 72003 members 
Mstep: Class 3 contains 40039 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 44638 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 191 members 
Mstep: Class 12 contains 71257 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 88183 members 
Mstep: Class 18 contains 82310 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 385 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82839 members 
Mstep: Class 23 contains 82690 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 12210 members 
Mstep: Class 28 contains 9306 members 
Mstep: Class 29 contains 2002 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 4592 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 124 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 96 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 808 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 351 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 773 members 
Mstep: Class 58 contains 167 members 
Mstep: Class 59 contains 1532 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 271 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 962 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4924 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 57 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99487 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85157 members 
Mstep: Class 76 contains 3691 members 
Mstep: Class 77 contains 84888 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 484 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304596.000000 Penalty: 50520.957031
Iteration 444Q: 82 clusters Score -5.33046e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 72014 members 
Mstep: Class 3 contains 40088 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 44116 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 71161 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4176 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87939 members 
Mstep: Class 18 contains 82247 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82953 members 
Mstep: Class 23 contains 82859 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12242 members 
Mstep: Class 28 contains 9834 members 
Mstep: Class 29 contains 1999 members 
Mstep: Class 30 contains 385 members 
Mstep: Class 31 contains 4586 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 810 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1123 members 
Mstep: Class 55 contains 353 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 167 members 
Mstep: Class 59 contains 1527 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 967 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4930 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 99193 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85137 members 
Mstep: Class 76 contains 3693 members 
Mstep: Class 77 contains 85289 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 489 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304784.000000 Penalty: 50520.957031
Iteration 445Q: 82 clusters Score -5.330478e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 72048 members 
Mstep: Class 3 contains 40153 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 227 members 
Mstep: Class 7 contains 43609 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 71040 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4126 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87653 members 
Mstep: Class 18 contains 82219 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83028 members 
Mstep: Class 23 contains 83069 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 183 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12273 members 
Mstep: Class 28 contains 10386 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 4576 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 613 members 
Mstep: Class 45 contains 812 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1525 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4921 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98822 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85119 members 
Mstep: Class 76 contains 3697 members 
Mstep: Class 77 contains 85700 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 491 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304864.000000 Penalty: 50520.957031
Iteration 446Q: 82 clusters Score -5.330486e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 72082 members 
Mstep: Class 3 contains 40197 members 
Mstep: Class 4 contains 1296 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 43101 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70942 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87401 members 
Mstep: Class 18 contains 82230 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83091 members 
Mstep: Class 23 contains 83234 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12330 members 
Mstep: Class 28 contains 10945 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 389 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1524 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4922 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98461 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85074 members 
Mstep: Class 76 contains 3699 members 
Mstep: Class 77 contains 86045 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 492 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304804.000000 Penalty: 50520.957031
Iteration 447Q: 82 clusters Score -5.33048e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 72096 members 
Mstep: Class 3 contains 40237 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 42589 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70887 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 4035 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87144 members 
Mstep: Class 18 contains 82250 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83158 members 
Mstep: Class 23 contains 83416 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12375 members 
Mstep: Class 28 contains 11497 members 
Mstep: Class 29 contains 1996 members 
Mstep: Class 30 contains 390 members 
Mstep: Class 31 contains 4583 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 613 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4933 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 98065 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85060 members 
Mstep: Class 76 contains 3703 members 
Mstep: Class 77 contains 86374 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304700.000000 Penalty: 50520.957031
Iteration 448Q: 82 clusters Score -5.33047e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 72118 members 
Mstep: Class 3 contains 40282 members 
Mstep: Class 4 contains 1308 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 42097 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70846 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3986 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86916 members 
Mstep: Class 18 contains 82301 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83197 members 
Mstep: Class 23 contains 83581 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12415 members 
Mstep: Class 28 contains 12030 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4585 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1122 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4937 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 97692 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85062 members 
Mstep: Class 76 contains 3705 members 
Mstep: Class 77 contains 86639 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304632.000000 Penalty: 50520.957031
Iteration 449Q: 82 clusters Score -5.330463e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 72149 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 41589 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70817 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3940 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86687 members 
Mstep: Class 18 contains 82366 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83183 members 
Mstep: Class 23 contains 83748 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12457 members 
Mstep: Class 28 contains 12564 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4591 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 615 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4939 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 97309 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85054 members 
Mstep: Class 76 contains 3703 members 
Mstep: Class 77 contains 86924 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304684.000000 Penalty: 50520.957031
Iteration 450Q: 82 clusters Score -5.330468e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 72174 members 
Mstep: Class 3 contains 40411 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 41068 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70749 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86508 members 
Mstep: Class 18 contains 82433 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83160 members 
Mstep: Class 23 contains 83979 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 12491 members 
Mstep: Class 28 contains 13109 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4585 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4950 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 96941 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85039 members 
Mstep: Class 76 contains 3702 members 
Mstep: Class 77 contains 87181 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304592.000000 Penalty: 50520.957031
Iteration 451Q: 82 clusters Score -5.330459e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 72206 members 
Mstep: Class 3 contains 40450 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 40573 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70703 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3832 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86316 members 
Mstep: Class 18 contains 82488 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83163 members 
Mstep: Class 23 contains 84189 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 13666 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4583 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4956 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 96623 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85011 members 
Mstep: Class 76 contains 3699 members 
Mstep: Class 77 contains 87380 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304796.000000 Penalty: 50520.957031
Iteration 452Q: 82 clusters Score -5.33048e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 72257 members 
Mstep: Class 3 contains 40471 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 40093 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70669 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86154 members 
Mstep: Class 18 contains 82542 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83125 members 
Mstep: Class 23 contains 84365 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12552 members 
Mstep: Class 28 contains 14221 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4576 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4961 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 96316 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85041 members 
Mstep: Class 76 contains 3703 members 
Mstep: Class 77 contains 87530 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304812.000000 Penalty: 50520.957031
Iteration 453Q: 82 clusters Score -5.330481e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 72302 members 
Mstep: Class 3 contains 40489 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 39579 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70653 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3728 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86037 members 
Mstep: Class 18 contains 82574 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83118 members 
Mstep: Class 23 contains 84484 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12600 members 
Mstep: Class 28 contains 14758 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4974 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 96028 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85053 members 
Mstep: Class 76 contains 3709 members 
Mstep: Class 77 contains 87686 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304704.000000 Penalty: 50520.957031
Iteration 454Q: 82 clusters Score -5.33047e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 72377 members 
Mstep: Class 3 contains 40503 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 39089 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70622 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85839 members 
Mstep: Class 18 contains 82601 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83135 members 
Mstep: Class 23 contains 84558 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12657 members 
Mstep: Class 28 contains 15288 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4563 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95792 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85090 members 
Mstep: Class 76 contains 3710 members 
Mstep: Class 77 contains 87832 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304468.000000 Penalty: 50520.957031
Iteration 455Q: 82 clusters Score -5.330447e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 72467 members 
Mstep: Class 3 contains 40523 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 38645 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70577 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3646 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85719 members 
Mstep: Class 18 contains 82651 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83063 members 
Mstep: Class 23 contains 84597 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 15813 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4559 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4997 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95600 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85145 members 
Mstep: Class 76 contains 3710 members 
Mstep: Class 77 contains 87908 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304324.000000 Penalty: 50520.957031
Iteration 456Q: 82 clusters Score -5.330432e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 72580 members 
Mstep: Class 3 contains 40519 members 
Mstep: Class 4 contains 1343 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 38190 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70555 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3597 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85645 members 
Mstep: Class 18 contains 82681 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82972 members 
Mstep: Class 23 contains 84661 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12725 members 
Mstep: Class 28 contains 16320 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4558 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5012 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95425 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85186 members 
Mstep: Class 76 contains 3710 members 
Mstep: Class 77 contains 87964 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304400.000000 Penalty: 50520.957031
Iteration 457Q: 82 clusters Score -5.33044e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 72692 members 
Mstep: Class 3 contains 40488 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 37737 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70515 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85578 members 
Mstep: Class 18 contains 82741 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82896 members 
Mstep: Class 23 contains 84678 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 12756 members 
Mstep: Class 28 contains 16829 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5029 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95291 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85260 members 
Mstep: Class 76 contains 3709 members 
Mstep: Class 77 contains 87979 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304488.000000 Penalty: 50520.957031
Iteration 458Q: 82 clusters Score -5.330449e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 72813 members 
Mstep: Class 3 contains 40457 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 37265 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70460 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85548 members 
Mstep: Class 18 contains 82755 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82866 members 
Mstep: Class 23 contains 84716 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12781 members 
Mstep: Class 28 contains 17316 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4559 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5032 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95199 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85280 members 
Mstep: Class 76 contains 3705 members 
Mstep: Class 77 contains 88001 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304440.000000 Penalty: 50520.957031
Iteration 459Q: 82 clusters Score -5.330444e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 72947 members 
Mstep: Class 3 contains 40417 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 36844 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70385 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85531 members 
Mstep: Class 18 contains 82746 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82847 members 
Mstep: Class 23 contains 84726 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12817 members 
Mstep: Class 28 contains 17758 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4558 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5035 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95136 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85320 members 
Mstep: Class 76 contains 3701 members 
Mstep: Class 77 contains 88003 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304256.000000 Penalty: 50520.957031
Iteration 460F: 82 clusters Score -5.330426e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 73080 members 
Mstep: Class 3 contains 40376 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 36448 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70312 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3472 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85547 members 
Mstep: Class 18 contains 82723 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82824 members 
Mstep: Class 23 contains 84727 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12839 members 
Mstep: Class 28 contains 18290 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4561 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5034 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95078 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85326 members 
Mstep: Class 76 contains 3693 members 
Mstep: Class 77 contains 87927 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304436.000000 Penalty: 50520.957031
Iteration 461Q: 82 clusters Score -5.330444e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 73178 members 
Mstep: Class 3 contains 40330 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 36066 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70226 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85538 members 
Mstep: Class 18 contains 82719 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82828 members 
Mstep: Class 23 contains 84736 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12851 members 
Mstep: Class 28 contains 18813 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4557 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 431 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5034 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 95017 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85311 members 
Mstep: Class 76 contains 3688 members 
Mstep: Class 77 contains 87901 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304432.000000 Penalty: 50520.957031
Iteration 462Q: 82 clusters Score -5.330443e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 73247 members 
Mstep: Class 3 contains 40318 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 35670 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70124 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85552 members 
Mstep: Class 18 contains 82698 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82855 members 
Mstep: Class 23 contains 84749 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12867 members 
Mstep: Class 28 contains 19299 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4549 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5034 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94946 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85320 members 
Mstep: Class 76 contains 3684 members 
Mstep: Class 77 contains 87899 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304564.000000 Penalty: 50520.957031
Iteration 463Q: 82 clusters Score -5.330456e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 73320 members 
Mstep: Class 3 contains 40299 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 35246 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 70044 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85571 members 
Mstep: Class 18 contains 82703 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82881 members 
Mstep: Class 23 contains 84831 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12874 members 
Mstep: Class 28 contains 19757 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4541 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5032 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94859 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85321 members 
Mstep: Class 76 contains 3680 members 
Mstep: Class 77 contains 87868 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304548.000000 Penalty: 50520.957031
Iteration 464Q: 82 clusters Score -5.330455e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 73374 members 
Mstep: Class 3 contains 40260 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 34780 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69982 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85563 members 
Mstep: Class 18 contains 82698 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82953 members 
Mstep: Class 23 contains 84973 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12880 members 
Mstep: Class 28 contains 20234 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4532 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5026 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94759 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85309 members 
Mstep: Class 76 contains 3675 members 
Mstep: Class 77 contains 87834 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304576.000000 Penalty: 50520.957031
Iteration 465Q: 82 clusters Score -5.330458e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 73434 members 
Mstep: Class 3 contains 40217 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 34318 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69905 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85578 members 
Mstep: Class 18 contains 82697 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 82986 members 
Mstep: Class 23 contains 85140 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12881 members 
Mstep: Class 28 contains 20715 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4529 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5021 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94621 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85335 members 
Mstep: Class 76 contains 3666 members 
Mstep: Class 77 contains 87790 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304312.000000 Penalty: 50520.957031
Iteration 466Q: 82 clusters Score -5.330431e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 73497 members 
Mstep: Class 3 contains 40170 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 33825 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69829 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85595 members 
Mstep: Class 18 contains 82720 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83090 members 
Mstep: Class 23 contains 85266 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 12878 members 
Mstep: Class 28 contains 21183 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5020 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94506 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85324 members 
Mstep: Class 76 contains 3657 members 
Mstep: Class 77 contains 87766 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304164.000000 Penalty: 50520.957031
Iteration 467Q: 82 clusters Score -5.330416e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 73552 members 
Mstep: Class 3 contains 40134 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 33336 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69762 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85600 members 
Mstep: Class 18 contains 82713 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83185 members 
Mstep: Class 23 contains 85398 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 12871 members 
Mstep: Class 28 contains 21682 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5016 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94404 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85329 members 
Mstep: Class 76 contains 3645 members 
Mstep: Class 77 contains 87711 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304184.000000 Penalty: 50520.957031
Iteration 468Q: 82 clusters Score -5.330418e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 73604 members 
Mstep: Class 3 contains 40103 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69706 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85617 members 
Mstep: Class 18 contains 82726 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83281 members 
Mstep: Class 23 contains 85516 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 12867 members 
Mstep: Class 28 contains 22173 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4506 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5013 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94268 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85327 members 
Mstep: Class 76 contains 3640 members 
Mstep: Class 77 contains 87641 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304104.000000 Penalty: 50520.957031
Iteration 469Q: 82 clusters Score -5.33041e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 73667 members 
Mstep: Class 3 contains 40098 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 32339 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69662 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85602 members 
Mstep: Class 18 contains 82769 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83429 members 
Mstep: Class 23 contains 85576 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 12844 members 
Mstep: Class 28 contains 22641 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4507 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5016 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 94144 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85329 members 
Mstep: Class 76 contains 3634 members 
Mstep: Class 77 contains 87566 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303960.000000 Penalty: 50520.957031
Iteration 470Q: 82 clusters Score -5.330396e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 73741 members 
Mstep: Class 3 contains 40069 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 31821 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69632 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85622 members 
Mstep: Class 18 contains 82791 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83621 members 
Mstep: Class 23 contains 85598 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 23107 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5014 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93998 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85319 members 
Mstep: Class 76 contains 3632 members 
Mstep: Class 77 contains 87481 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303828.000000 Penalty: 50520.957031
Iteration 471Q: 82 clusters Score -5.330383e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 73805 members 
Mstep: Class 3 contains 40067 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 31299 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69596 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85656 members 
Mstep: Class 18 contains 82821 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83813 members 
Mstep: Class 23 contains 85583 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 12827 members 
Mstep: Class 28 contains 23579 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4512 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5015 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93849 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85313 members 
Mstep: Class 76 contains 3620 members 
Mstep: Class 77 contains 87412 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303800.000000 Penalty: 50520.957031
Iteration 472Q: 82 clusters Score -5.33038e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 73869 members 
Mstep: Class 3 contains 40093 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 30797 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69584 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3370 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85667 members 
Mstep: Class 18 contains 82895 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 83989 members 
Mstep: Class 23 contains 85531 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 24046 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4506 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5014 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93716 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85308 members 
Mstep: Class 76 contains 3608 members 
Mstep: Class 77 contains 87290 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304032.000000 Penalty: 50520.957031
Iteration 473Q: 82 clusters Score -5.330403e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 73922 members 
Mstep: Class 3 contains 40154 members 
Mstep: Class 4 contains 1393 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 30286 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69566 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85686 members 
Mstep: Class 18 contains 82944 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84137 members 
Mstep: Class 23 contains 85503 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12843 members 
Mstep: Class 28 contains 24496 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4504 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5009 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93581 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85294 members 
Mstep: Class 76 contains 3591 members 
Mstep: Class 77 contains 87219 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304000.000000 Penalty: 50520.957031
Iteration 474Q: 82 clusters Score -5.3304e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 73981 members 
Mstep: Class 3 contains 40188 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 29795 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69528 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85751 members 
Mstep: Class 18 contains 82990 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84277 members 
Mstep: Class 23 contains 85481 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12843 members 
Mstep: Class 28 contains 24952 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4502 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5003 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93424 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85288 members 
Mstep: Class 76 contains 3570 members 
Mstep: Class 77 contains 87143 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304008.000000 Penalty: 50520.957031
Iteration 475Q: 82 clusters Score -5.330401e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 74029 members 
Mstep: Class 3 contains 40247 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 29308 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69483 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85778 members 
Mstep: Class 18 contains 83008 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84428 members 
Mstep: Class 23 contains 85485 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12848 members 
Mstep: Class 28 contains 25416 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4500 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5008 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93256 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85312 members 
Mstep: Class 76 contains 3551 members 
Mstep: Class 77 contains 87039 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304028.000000 Penalty: 50520.957031
Iteration 476Q: 82 clusters Score -5.330403e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 74060 members 
Mstep: Class 3 contains 40319 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 28822 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69443 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85829 members 
Mstep: Class 18 contains 83036 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84568 members 
Mstep: Class 23 contains 85521 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12856 members 
Mstep: Class 28 contains 25866 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4497 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5005 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 93074 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85287 members 
Mstep: Class 76 contains 3543 members 
Mstep: Class 77 contains 86958 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303912.000000 Penalty: 50520.957031
Iteration 477Q: 82 clusters Score -5.330391e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 74091 members 
Mstep: Class 3 contains 40395 members 
Mstep: Class 4 contains 1415 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 28315 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69399 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 83071 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84671 members 
Mstep: Class 23 contains 85602 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12850 members 
Mstep: Class 28 contains 26296 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4497 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 5000 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92869 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3532 members 
Mstep: Class 77 contains 86926 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304020.000000 Penalty: 50520.957031
Iteration 478Q: 82 clusters Score -5.330402e+07 nChanged 2908
Entering ConstructFrom: 
Score: -53304020.000000 Penalty: 50520.957031
Entering ConstructFrom: 
Trying to split cluster 1 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -143364.453125 Penalty: 353.120636
	Iteration 0F: 2 clusters Score -143364.5 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 1182 members 
Entering Unmasked Estep 
Score: -141696.593750 Penalty: 706.241272
	Iteration 0F: 3 clusters Score -141696.6 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -142334.375000 Penalty: 706.241272
	Iteration 1F: 3 clusters Score -142334.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -142545.015625 Penalty: 706.241272
	Iteration 2F: 3 clusters Score -142545 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -142740.109375 Penalty: 706.241272
	Iteration 3F: 3 clusters Score -142740.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -142915.234375 Penalty: 706.241272
	Iteration 4F: 3 clusters Score -142915.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -143090.281250 Penalty: 706.241272
	Iteration 5F: 3 clusters Score -143090.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -143226.593750 Penalty: 706.241272
	Iteration 6F: 3 clusters Score -143226.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -143292.890625 Penalty: 706.241272
	Iteration 7Q: 3 clusters Score -143292.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -143319.531250 Penalty: 706.241272
	Iteration 8Q: 3 clusters Score -143319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -143329.593750 Penalty: 706.241272
	Iteration 9Q: 3 clusters Score -143329.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -143335.046875 Penalty: 706.241272
	Iteration 10Q: 3 clusters Score -143335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -143338.687500 Penalty: 706.241272
	Iteration 11Q: 3 clusters Score -143338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -143339.484375 Penalty: 706.241272
	Iteration 12Q: 3 clusters Score -143339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -143341.671875 Penalty: 706.241272
	Iteration 13Q: 3 clusters Score -143341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -143342.687500 Penalty: 706.241272
	Iteration 14Q: 3 clusters Score -143342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -143343.500000 Penalty: 706.241272
	Iteration 15Q: 3 clusters Score -143343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -143343.609375 Penalty: 706.241272
	Iteration 16Q: 3 clusters Score -143343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -143343.625000 Penalty: 706.241272
	Iteration 17Q: 3 clusters Score -143343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -143344.546875 Penalty: 706.241272
	Iteration 18Q: 3 clusters Score -143344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -143345.062500 Penalty: 706.241272
	Iteration 19Q: 3 clusters Score -143345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -143344.968750 Penalty: 706.241272
	Iteration 20F: 3 clusters Score -143345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -143345.312500 Penalty: 706.241272
	Iteration 21Q: 3 clusters Score -143345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -143345.390625 Penalty: 706.241272
	Iteration 22Q: 3 clusters Score -143345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -143345.390625 Penalty: 706.241272
	Iteration 23F: 3 clusters Score -143345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Entering Unmasked Estep 
Score: -4530389.000000 Penalty: 510.221985
	Iteration 0F: 2 clusters Score -4530389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4480266.000000 Penalty: 1020.443970
	Iteration 0F: 3 clusters Score -4480266 nChanged 36188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4501453.500000 Penalty: 1020.443970
	Iteration 1F: 3 clusters Score -4501454 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4502171.500000 Penalty: 1020.443970
	Iteration 2Q: 3 clusters Score -4502172 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -4502998.000000 Penalty: 1020.443970
	Iteration 3Q: 3 clusters Score -4502998 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4504150.500000 Penalty: 1020.443970
	Iteration 4Q: 3 clusters Score -4504150 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4506144.500000 Penalty: 1020.443970
	Iteration 5Q: 3 clusters Score -4506144 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4509386.500000 Penalty: 1020.443970
	Iteration 6F: 3 clusters Score -4509386 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -4513987.000000 Penalty: 1020.443970
	Iteration 7F: 3 clusters Score -4513987 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4517732.500000 Penalty: 1020.443970
	Iteration 8F: 3 clusters Score -4517732 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -4519645.000000 Penalty: 1020.443970
	Iteration 9F: 3 clusters Score -4519645 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4520312.500000 Penalty: 1020.443970
	Iteration 10Q: 3 clusters Score -4520312 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -4520686.500000 Penalty: 1020.443970
	Iteration 11Q: 3 clusters Score -4520686 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -4520977.000000 Penalty: 1020.443970
	Iteration 12Q: 3 clusters Score -4520977 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -4521261.000000 Penalty: 1020.443970
	Iteration 13Q: 3 clusters Score -4521261 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -4521533.000000 Penalty: 1020.443970
	Iteration 14Q: 3 clusters Score -4521533 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -4521857.000000 Penalty: 1020.443970
	Iteration 15Q: 3 clusters Score -4521857 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -4522176.500000 Penalty: 1020.443970
	Iteration 16Q: 3 clusters Score -4522176 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -4522506.000000 Penalty: 1020.443970
	Iteration 17Q: 3 clusters Score -4522506 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -4522911.000000 Penalty: 1020.443970
	Iteration 18Q: 3 clusters Score -4522911 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -4523240.000000 Penalty: 1020.443970
	Iteration 19Q: 3 clusters Score -4523240 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -4523555.000000 Penalty: 1020.443970
	Iteration 20F: 3 clusters Score -4523555 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -4523903.000000 Penalty: 1020.443970
	Iteration 21Q: 3 clusters Score -4523903 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -4524191.500000 Penalty: 1020.443970
	Iteration 22Q: 3 clusters Score -4524192 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -4524479.000000 Penalty: 1020.443970
	Iteration 23Q: 3 clusters Score -4524479 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -4524725.500000 Penalty: 1020.443970
	Iteration 24Q: 3 clusters Score -4524726 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -4524910.500000 Penalty: 1020.443970
	Iteration 25Q: 3 clusters Score -4524910 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -4525115.000000 Penalty: 1020.443970
	Iteration 26Q: 3 clusters Score -4525115 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -4525301.500000 Penalty: 1020.443970
	Iteration 27Q: 3 clusters Score -4525302 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -4525455.000000 Penalty: 1020.443970
	Iteration 28Q: 3 clusters Score -4525455 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -4525608.500000 Penalty: 1020.443970
	Iteration 29Q: 3 clusters Score -4525608 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -4525751.000000 Penalty: 1020.443970
	Iteration 30Q: 3 clusters Score -4525751 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -4525939.000000 Penalty: 1020.443970
	Iteration 31Q: 3 clusters Score -4525939 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -4526112.000000 Penalty: 1020.443970
	Iteration 32Q: 3 clusters Score -4526112 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -4526258.000000 Penalty: 1020.443970
	Iteration 33Q: 3 clusters Score -4526258 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -4526408.500000 Penalty: 1020.443970
	Iteration 34Q: 3 clusters Score -4526408 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -4526522.500000 Penalty: 1020.443970
	Iteration 35Q: 3 clusters Score -4526522 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -4526656.000000 Penalty: 1020.443970
	Iteration 36Q: 3 clusters Score -4526656 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -4526773.000000 Penalty: 1020.443970
	Iteration 37Q: 3 clusters Score -4526773 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -4526911.000000 Penalty: 1020.443970
	Iteration 38Q: 3 clusters Score -4526911 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -4527008.000000 Penalty: 1020.443970
	Iteration 39Q: 3 clusters Score -4527008 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -4527142.500000 Penalty: 1020.443970
	Iteration 40F: 3 clusters Score -4527142 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -4527258.000000 Penalty: 1020.443970
	Iteration 41Q: 3 clusters Score -4527258 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -4527393.000000 Penalty: 1020.443970
	Iteration 42Q: 3 clusters Score -4527393 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -4527542.000000 Penalty: 1020.443970
	Iteration 43Q: 3 clusters Score -4527542 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -4527655.500000 Penalty: 1020.443970
	Iteration 44Q: 3 clusters Score -4527656 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -4527785.500000 Penalty: 1020.443970
	Iteration 45Q: 3 clusters Score -4527786 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -4527895.000000 Penalty: 1020.443970
	Iteration 46Q: 3 clusters Score -4527895 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -4528041.500000 Penalty: 1020.443970
	Iteration 47Q: 3 clusters Score -4528042 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -4528197.500000 Penalty: 1020.443970
	Iteration 48Q: 3 clusters Score -4528198 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -4528331.500000 Penalty: 1020.443970
	Iteration 49Q: 3 clusters Score -4528332 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -4528457.500000 Penalty: 1020.443970
	Iteration 50Q: 3 clusters Score -4528458 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -4528580.000000 Penalty: 1020.443970
	Iteration 51Q: 3 clusters Score -4528580 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -4528686.000000 Penalty: 1020.443970
	Iteration 52Q: 3 clusters Score -4528686 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -4528807.000000 Penalty: 1020.443970
	Iteration 53Q: 3 clusters Score -4528807 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -4528929.500000 Penalty: 1020.443970
	Iteration 54Q: 3 clusters Score -4528930 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -4529011.500000 Penalty: 1020.443970
	Iteration 55Q: 3 clusters Score -4529012 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -4529112.500000 Penalty: 1020.443970
	Iteration 56Q: 3 clusters Score -4529112 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -4529211.500000 Penalty: 1020.443970
	Iteration 57Q: 3 clusters Score -4529212 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -4529303.500000 Penalty: 1020.443970
	Iteration 58Q: 3 clusters Score -4529304 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -4529402.500000 Penalty: 1020.443970
	Iteration 59Q: 3 clusters Score -4529402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -4529485.500000 Penalty: 1020.443970
	Iteration 60F: 3 clusters Score -4529486 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -4529590.500000 Penalty: 1020.443970
	Iteration 61Q: 3 clusters Score -4529590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -4529653.000000 Penalty: 1020.443970
	Iteration 62Q: 3 clusters Score -4529653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -4529696.000000 Penalty: 1020.443970
	Iteration 63Q: 3 clusters Score -4529696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -4529734.500000 Penalty: 1020.443970
	Iteration 64Q: 3 clusters Score -4529734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -4529773.500000 Penalty: 1020.443970
	Iteration 65Q: 3 clusters Score -4529774 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -4529788.500000 Penalty: 1020.443970
	Iteration 66Q: 3 clusters Score -4529788 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -4529824.500000 Penalty: 1020.443970
	Iteration 67Q: 3 clusters Score -4529824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -4529862.500000 Penalty: 1020.443970
	Iteration 68Q: 3 clusters Score -4529862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -4529908.000000 Penalty: 1020.443970
	Iteration 69Q: 3 clusters Score -4529908 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -4529931.500000 Penalty: 1020.443970
	Iteration 70Q: 3 clusters Score -4529932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -4529967.000000 Penalty: 1020.443970
	Iteration 71Q: 3 clusters Score -4529967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -4529987.500000 Penalty: 1020.443970
	Iteration 72Q: 3 clusters Score -4529988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -4530021.000000 Penalty: 1020.443970
	Iteration 73Q: 3 clusters Score -4530021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -4530051.000000 Penalty: 1020.443970
	Iteration 74Q: 3 clusters Score -4530051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -4530074.500000 Penalty: 1020.443970
	Iteration 75Q: 3 clusters Score -4530074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -4530076.500000 Penalty: 1020.443970
	Iteration 76Q: 3 clusters Score -4530076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -4530084.500000 Penalty: 1020.443970
	Iteration 77Q: 3 clusters Score -4530084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -4530083.000000 Penalty: 1020.443970
	Iteration 78Q: 3 clusters Score -4530083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4530088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -4530091.500000 Penalty: 1020.443970
	Iteration 80F: 3 clusters Score -4530092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -4530095.000000 Penalty: 1020.443970
	Iteration 81Q: 3 clusters Score -4530095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -4530096.000000 Penalty: 1020.443970
	Iteration 82Q: 3 clusters Score -4530096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -4530100.500000 Penalty: 1020.443970
	Iteration 83Q: 3 clusters Score -4530100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -4530104.500000 Penalty: 1020.443970
	Iteration 84Q: 3 clusters Score -4530104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -4530102.500000 Penalty: 1020.443970
	Iteration 85Q: 3 clusters Score -4530102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4530100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -4530104.500000 Penalty: 1020.443970
	Iteration 87Q: 3 clusters Score -4530104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -4530109.000000 Penalty: 1020.443970
	Iteration 88Q: 3 clusters Score -4530109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4530110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4530110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -4530121.000000 Penalty: 1020.443970
	Iteration 91Q: 3 clusters Score -4530121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -4530119.500000 Penalty: 1020.443970
	Iteration 92Q: 3 clusters Score -4530120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -4530124.000000 Penalty: 1020.443970
	Iteration 93Q: 3 clusters Score -4530124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -4530127.500000 Penalty: 1020.443970
	Iteration 94Q: 3 clusters Score -4530128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -4530128.500000 Penalty: 1020.443970
	Iteration 95Q: 3 clusters Score -4530128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -4530130.500000 Penalty: 1020.443970
	Iteration 96Q: 3 clusters Score -4530130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -4530134.500000 Penalty: 1020.443970
	Iteration 97Q: 3 clusters Score -4530134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -4530130.500000 Penalty: 1020.443970
	Iteration 98Q: 3 clusters Score -4530130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -4530134.000000 Penalty: 1020.443970
	Iteration 99Q: 3 clusters Score -4530134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -4530131.000000 Penalty: 1020.443970
	Iteration 100F: 3 clusters Score -4530131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -4530129.000000 Penalty: 1020.443970
	Iteration 101Q: 3 clusters Score -4530129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -4530130.000000 Penalty: 1020.443970
	Iteration 102Q: 3 clusters Score -4530130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -4530130.500000 Penalty: 1020.443970
	Iteration 103Q: 3 clusters Score -4530130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -4530130.500000 Penalty: 1020.443970
	Iteration 104F: 3 clusters Score -4530130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Entering Unmasked Estep 
Score: -2559922.750000 Penalty: 482.641266
	Iteration 0F: 2 clusters Score -2559923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2532783.500000 Penalty: 965.282532
	Iteration 0F: 3 clusters Score -2532784 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2544703.250000 Penalty: 965.282532
	Iteration 1F: 3 clusters Score -2544703 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2545799.250000 Penalty: 965.282532
	Iteration 2F: 3 clusters Score -2545799 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2547508.000000 Penalty: 965.282532
	Iteration 3F: 3 clusters Score -2547508 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2549886.250000 Penalty: 965.282532
	Iteration 4F: 3 clusters Score -2549886 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2552601.500000 Penalty: 965.282532
	Iteration 5F: 3 clusters Score -2552602 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2554802.500000 Penalty: 965.282532
	Iteration 6F: 3 clusters Score -2554802 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2555964.250000 Penalty: 965.282532
	Iteration 7Q: 3 clusters Score -2555964 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2556506.750000 Penalty: 965.282532
	Iteration 8Q: 3 clusters Score -2556507 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2556869.250000 Penalty: 965.282532
	Iteration 9Q: 3 clusters Score -2556869 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2557189.750000 Penalty: 965.282532
	Iteration 10Q: 3 clusters Score -2557190 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2557436.250000 Penalty: 965.282532
	Iteration 11Q: 3 clusters Score -2557436 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2557661.500000 Penalty: 965.282532
	Iteration 12Q: 3 clusters Score -2557662 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2557865.750000 Penalty: 965.282532
	Iteration 13Q: 3 clusters Score -2557866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2558008.000000 Penalty: 965.282532
	Iteration 14Q: 3 clusters Score -2558008 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2558130.750000 Penalty: 965.282532
	Iteration 15Q: 3 clusters Score -2558131 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2558262.250000 Penalty: 965.282532
	Iteration 16Q: 3 clusters Score -2558262 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2558386.500000 Penalty: 965.282532
	Iteration 17Q: 3 clusters Score -2558386 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2558487.500000 Penalty: 965.282532
	Iteration 18Q: 3 clusters Score -2558488 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2558551.000000 Penalty: 965.282532
	Iteration 19Q: 3 clusters Score -2558551 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2558629.750000 Penalty: 965.282532
	Iteration 20F: 3 clusters Score -2558630 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2558687.000000 Penalty: 965.282532
	Iteration 21Q: 3 clusters Score -2558687 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2558728.000000 Penalty: 965.282532
	Iteration 22Q: 3 clusters Score -2558728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2558770.500000 Penalty: 965.282532
	Iteration 23Q: 3 clusters Score -2558770 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2558808.750000 Penalty: 965.282532
	Iteration 24Q: 3 clusters Score -2558809 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2558846.000000 Penalty: 965.282532
	Iteration 25Q: 3 clusters Score -2558846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2558885.250000 Penalty: 965.282532
	Iteration 26Q: 3 clusters Score -2558885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2558924.250000 Penalty: 965.282532
	Iteration 27Q: 3 clusters Score -2558924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2558973.750000 Penalty: 965.282532
	Iteration 28Q: 3 clusters Score -2558974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2559014.750000 Penalty: 965.282532
	Iteration 29Q: 3 clusters Score -2559015 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2559054.500000 Penalty: 965.282532
	Iteration 30Q: 3 clusters Score -2559054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2559086.750000 Penalty: 965.282532
	Iteration 31Q: 3 clusters Score -2559087 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2559122.500000 Penalty: 965.282532
	Iteration 32Q: 3 clusters Score -2559122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2559167.000000 Penalty: 965.282532
	Iteration 33Q: 3 clusters Score -2559167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2559206.500000 Penalty: 965.282532
	Iteration 34Q: 3 clusters Score -2559206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2559233.750000 Penalty: 965.282532
	Iteration 35Q: 3 clusters Score -2559234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2559266.250000 Penalty: 965.282532
	Iteration 36Q: 3 clusters Score -2559266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2559295.250000 Penalty: 965.282532
	Iteration 37Q: 3 clusters Score -2559295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2559327.250000 Penalty: 965.282532
	Iteration 38Q: 3 clusters Score -2559327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2559349.750000 Penalty: 965.282532
	Iteration 39Q: 3 clusters Score -2559350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2559369.500000 Penalty: 965.282532
	Iteration 40F: 3 clusters Score -2559370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2559385.250000 Penalty: 965.282532
	Iteration 41Q: 3 clusters Score -2559385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2559405.500000 Penalty: 965.282532
	Iteration 42Q: 3 clusters Score -2559406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2559414.000000 Penalty: 965.282532
	Iteration 43Q: 3 clusters Score -2559414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2559420.000000 Penalty: 965.282532
	Iteration 44Q: 3 clusters Score -2559420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2559425.500000 Penalty: 965.282532
	Iteration 45Q: 3 clusters Score -2559426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2559437.250000 Penalty: 965.282532
	Iteration 46Q: 3 clusters Score -2559437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2559450.000000 Penalty: 965.282532
	Iteration 47Q: 3 clusters Score -2559450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2559460.750000 Penalty: 965.282532
	Iteration 48Q: 3 clusters Score -2559461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2559463.500000 Penalty: 965.282532
	Iteration 49Q: 3 clusters Score -2559464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2559473.500000 Penalty: 965.282532
	Iteration 50Q: 3 clusters Score -2559474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2559478.500000 Penalty: 965.282532
	Iteration 51Q: 3 clusters Score -2559478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2559480.250000 Penalty: 965.282532
	Iteration 52Q: 3 clusters Score -2559480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2559484.250000 Penalty: 965.282532
	Iteration 53Q: 3 clusters Score -2559484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2559486.000000 Penalty: 965.282532
	Iteration 54Q: 3 clusters Score -2559486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2559488.250000 Penalty: 965.282532
	Iteration 55Q: 3 clusters Score -2559488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2559492.250000 Penalty: 965.282532
	Iteration 56Q: 3 clusters Score -2559492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2559490.750000 Penalty: 965.282532
	Iteration 57Q: 3 clusters Score -2559491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2559493.750000 Penalty: 965.282532
	Iteration 58Q: 3 clusters Score -2559494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2559492.750000 Penalty: 965.282532
	Iteration 59Q: 3 clusters Score -2559493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2559493.000000 Penalty: 965.282532
	Iteration 60F: 3 clusters Score -2559493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -88995.851562 Penalty: 330.321777
	Iteration 0F: 2 clusters Score -88995.85 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 736 members 
Entering Unmasked Estep 
Score: -87894.265625 Penalty: 660.643555
	Iteration 0F: 3 clusters Score -87894.27 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -88262.296875 Penalty: 660.643555
	Iteration 1F: 3 clusters Score -88262.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -88348.835938 Penalty: 660.643555
	Iteration 2F: 3 clusters Score -88348.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -88428.070312 Penalty: 660.643555
	Iteration 3F: 3 clusters Score -88428.07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -88509.343750 Penalty: 660.643555
	Iteration 4F: 3 clusters Score -88509.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -88576.203125 Penalty: 660.643555
	Iteration 5F: 3 clusters Score -88576.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -88619.445312 Penalty: 660.643555
	Iteration 6Q: 3 clusters Score -88619.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -88664.523438 Penalty: 660.643555
	Iteration 7Q: 3 clusters Score -88664.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -88717.382812 Penalty: 660.643555
	Iteration 8Q: 3 clusters Score -88717.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -88744.492188 Penalty: 660.643555
	Iteration 9Q: 3 clusters Score -88744.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -88760.382812 Penalty: 660.643555
	Iteration 10Q: 3 clusters Score -88760.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -88765.023438 Penalty: 660.643555
	Iteration 11Q: 3 clusters Score -88765.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -88767.945312 Penalty: 660.643555
	Iteration 12Q: 3 clusters Score -88767.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -88768.031250 Penalty: 660.643555
	Iteration 13Q: 3 clusters Score -88768.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -88768.414062 Penalty: 660.643555
	Iteration 14Q: 3 clusters Score -88768.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -88768.945312 Penalty: 660.643555
	Iteration 15Q: 3 clusters Score -88768.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -88769.210938 Penalty: 660.643555
	Iteration 16Q: 3 clusters Score -88769.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -88769.210938 Penalty: 660.643555
	Iteration 17F: 3 clusters Score -88769.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -26353.423828 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -26353.42 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 217 members 
Entering Unmasked Estep 
Score: -25904.669922 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -25904.67 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26034.966797 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -26034.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26092.277344 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -26092.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26129.966797 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -26129.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26162.289062 Penalty: 549.228821
	Iteration 4F: 3 clusters Score -26162.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26185.085938 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -26185.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26200.708984 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -26200.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26223.898438 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -26223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26240.595703 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -26240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26253.998047 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -26254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26261.611328 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -26261.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26277.820312 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -26277.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26280.320312 Penalty: 549.228821
	Iteration 12Q: 3 clusters Score -26280.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26280.955078 Penalty: 549.228821
	Iteration 13Q: 3 clusters Score -26280.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26283.214844 Penalty: 549.228821
	Iteration 14Q: 3 clusters Score -26283.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26284.203125 Penalty: 549.228821
	Iteration 15Q: 3 clusters Score -26284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26284.203125 Penalty: 549.228821
	Iteration 16F: 3 clusters Score -26284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -12754.060547 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -12754.06 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 113 members 
Entering Unmasked Estep 
Score: -12477.638672 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -12477.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12581.863281 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -12581.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12642.856445 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -12642.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12664.865234 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -12664.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12674.840820 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -12674.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12683.015625 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -12683.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12684.264648 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -12684.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12684.264648 Penalty: 492.052612
	Iteration 7F: 3 clusters Score -12684.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Entering Unmasked Estep 
Score: -1740535.375000 Penalty: 465.627991
	Iteration 0F: 2 clusters Score -1740535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1721901.250000 Penalty: 931.255981
	Iteration 0F: 3 clusters Score -1721901 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1730404.750000 Penalty: 931.255981
	Iteration 1F: 3 clusters Score -1730405 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1731487.125000 Penalty: 931.255981
	Iteration 2F: 3 clusters Score -1731487 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1733095.875000 Penalty: 931.255981
	Iteration 3F: 3 clusters Score -1733096 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1734739.000000 Penalty: 931.255981
	Iteration 4F: 3 clusters Score -1734739 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1735576.375000 Penalty: 931.255981
	Iteration 5F: 3 clusters Score -1735576 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1735831.375000 Penalty: 931.255981
	Iteration 6Q: 3 clusters Score -1735831 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -1735952.750000 Penalty: 931.255981
	Iteration 7Q: 3 clusters Score -1735953 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1736067.375000 Penalty: 931.255981
	Iteration 8Q: 3 clusters Score -1736067 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1736204.875000 Penalty: 931.255981
	Iteration 9Q: 3 clusters Score -1736205 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1736340.875000 Penalty: 931.255981
	Iteration 10Q: 3 clusters Score -1736341 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1736470.625000 Penalty: 931.255981
	Iteration 11Q: 3 clusters Score -1736471 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1736615.250000 Penalty: 931.255981
	Iteration 12Q: 3 clusters Score -1736615 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1736788.000000 Penalty: 931.255981
	Iteration 13Q: 3 clusters Score -1736788 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1736960.375000 Penalty: 931.255981
	Iteration 14Q: 3 clusters Score -1736960 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -1737162.125000 Penalty: 931.255981
	Iteration 15Q: 3 clusters Score -1737162 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -1737368.250000 Penalty: 931.255981
	Iteration 16Q: 3 clusters Score -1737368 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1737611.625000 Penalty: 931.255981
	Iteration 17Q: 3 clusters Score -1737612 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -1737842.625000 Penalty: 931.255981
	Iteration 18Q: 3 clusters Score -1737843 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1738092.125000 Penalty: 931.255981
	Iteration 19Q: 3 clusters Score -1738092 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -1738340.750000 Penalty: 931.255981
	Iteration 20F: 3 clusters Score -1738341 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -1738574.875000 Penalty: 931.255981
	Iteration 21Q: 3 clusters Score -1738575 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -1738807.375000 Penalty: 931.255981
	Iteration 22Q: 3 clusters Score -1738807 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -1739014.750000 Penalty: 931.255981
	Iteration 23Q: 3 clusters Score -1739015 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -1739200.000000 Penalty: 931.255981
	Iteration 24Q: 3 clusters Score -1739200 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -1739354.125000 Penalty: 931.255981
	Iteration 25Q: 3 clusters Score -1739354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -1739488.375000 Penalty: 931.255981
	Iteration 26Q: 3 clusters Score -1739488 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -1739595.625000 Penalty: 931.255981
	Iteration 27Q: 3 clusters Score -1739596 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -1739681.875000 Penalty: 931.255981
	Iteration 28Q: 3 clusters Score -1739682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -1739759.125000 Penalty: 931.255981
	Iteration 29Q: 3 clusters Score -1739759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1739813.875000 Penalty: 931.255981
	Iteration 30Q: 3 clusters Score -1739814 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -1739858.375000 Penalty: 931.255981
	Iteration 31Q: 3 clusters Score -1739858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -1739908.750000 Penalty: 931.255981
	Iteration 32Q: 3 clusters Score -1739909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -1739943.000000 Penalty: 931.255981
	Iteration 33Q: 3 clusters Score -1739943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -1739986.625000 Penalty: 931.255981
	Iteration 34Q: 3 clusters Score -1739987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -1740019.875000 Penalty: 931.255981
	Iteration 35Q: 3 clusters Score -1740020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -1740046.875000 Penalty: 931.255981
	Iteration 36Q: 3 clusters Score -1740047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1740066.875000 Penalty: 931.255981
	Iteration 37Q: 3 clusters Score -1740067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -1740076.250000 Penalty: 931.255981
	Iteration 38Q: 3 clusters Score -1740076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -1740087.375000 Penalty: 931.255981
	Iteration 39Q: 3 clusters Score -1740087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -1740089.125000 Penalty: 931.255981
	Iteration 40F: 3 clusters Score -1740089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -1740092.875000 Penalty: 931.255981
	Iteration 41Q: 3 clusters Score -1740093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -1740095.000000 Penalty: 931.255981
	Iteration 42Q: 3 clusters Score -1740095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -1740096.125000 Penalty: 931.255981
	Iteration 43Q: 3 clusters Score -1740096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -1740097.750000 Penalty: 931.255981
	Iteration 44Q: 3 clusters Score -1740098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -1740097.125000 Penalty: 931.255981
	Iteration 45Q: 3 clusters Score -1740097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -1740097.125000 Penalty: 931.255981
	Iteration 46F: 3 clusters Score -1740097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -49566.023438 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -49566.02 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 411 members 
Entering Unmasked Estep 
Score: -48851.894531 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -48851.89 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49051.066406 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -49051.07 nChanged 57
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: -49087.062500 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -49087.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49110.617188 Penalty: 612.196289
	Iteration 3Q: 3 clusters Score -49110.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -49132.570312 Penalty: 612.196289
	Iteration 4Q: 3 clusters Score -49132.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49160.765625 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -49160.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49184.800781 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -49184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49204.058594 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -49204.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49226.972656 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -49226.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49248.046875 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -49248.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49268.292969 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -49268.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49276.757812 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -49276.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49285.585938 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -49285.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49297.535156 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -49297.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49306.996094 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -49307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49317.914062 Penalty: 612.196289
	Iteration 15Q: 3 clusters Score -49317.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49324.503906 Penalty: 612.196289
	Iteration 16Q: 3 clusters Score -49324.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49328.960938 Penalty: 612.196289
	Iteration 17Q: 3 clusters Score -49328.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49330.894531 Penalty: 612.196289
	Iteration 18Q: 3 clusters Score -49330.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49332.683594 Penalty: 612.196289
	Iteration 19Q: 3 clusters Score -49332.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49334.730469 Penalty: 612.196289
	Iteration 20F: 3 clusters Score -49334.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49336.449219 Penalty: 612.196289
	Iteration 21Q: 3 clusters Score -49336.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49337.058594 Penalty: 612.196289
	Iteration 22Q: 3 clusters Score -49337.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49337.984375 Penalty: 612.196289
	Iteration 23Q: 3 clusters Score -49337.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49338.515625 Penalty: 612.196289
	Iteration 24Q: 3 clusters Score -49338.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49338.515625 Penalty: 612.196289
	Iteration 25F: 3 clusters Score -49338.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -30154.445312 Penalty: 280.142548
	Iteration 0F: 2 clusters Score -30154.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29675.210938 Penalty: 560.285095
	Iteration 0F: 3 clusters Score -29675.21 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29783.253906 Penalty: 560.285095
	Iteration 1F: 3 clusters Score -29783.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29814.324219 Penalty: 560.285095
	Iteration 2F: 3 clusters Score -29814.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29848.357422 Penalty: 560.285095
	Iteration 3F: 3 clusters Score -29848.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29870.703125 Penalty: 560.285095
	Iteration 4Q: 3 clusters Score -29870.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29888.363281 Penalty: 560.285095
	Iteration 5Q: 3 clusters Score -29888.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29915.732422 Penalty: 560.285095
	Iteration 6Q: 3 clusters Score -29915.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29939.412109 Penalty: 560.285095
	Iteration 7Q: 3 clusters Score -29939.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29948.992188 Penalty: 560.285095
	Iteration 8Q: 3 clusters Score -29948.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29957.404297 Penalty: 560.285095
	Iteration 9Q: 3 clusters Score -29957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29961.097656 Penalty: 560.285095
	Iteration 10Q: 3 clusters Score -29961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29966.451172 Penalty: 560.285095
	Iteration 11Q: 3 clusters Score -29966.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29974.685547 Penalty: 560.285095
	Iteration 12Q: 3 clusters Score -29974.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29976.179688 Penalty: 560.285095
	Iteration 13Q: 3 clusters Score -29976.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29979.357422 Penalty: 560.285095
	Iteration 14Q: 3 clusters Score -29979.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29983.558594 Penalty: 560.285095
	Iteration 15Q: 3 clusters Score -29983.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29988.189453 Penalty: 560.285095
	Iteration 16Q: 3 clusters Score -29988.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29990.681641 Penalty: 560.285095
	Iteration 17Q: 3 clusters Score -29990.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29993.560547 Penalty: 560.285095
	Iteration 18Q: 3 clusters Score -29993.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29997.990234 Penalty: 560.285095
	Iteration 19Q: 3 clusters Score -29997.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29999.617188 Penalty: 560.285095
	Iteration 20F: 3 clusters Score -29999.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30001.966797 Penalty: 560.285095
	Iteration 21Q: 3 clusters Score -30001.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30004.132812 Penalty: 560.285095
	Iteration 22Q: 3 clusters Score -30004.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30004.132812 Penalty: 560.285095
	Iteration 23F: 3 clusters Score -30004.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -20174.306641 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -20174.31 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 160 members 
Entering Unmasked Estep 
Score: -19843.714844 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19843.71 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19942.236328 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -19942.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19961.033203 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -19961.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19971.921875 Penalty: 523.194763
	Iteration 3Q: 3 clusters Score -19971.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19975.203125 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -19975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19978.054688 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -19978.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19981.810547 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -19981.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19987.041016 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -19987.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19989.609375 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -19989.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19994.035156 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -19994.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19995.798828 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -19995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19996.236328 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -19996.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19996.236328 Penalty: 523.194763
	Iteration 12F: 3 clusters Score -19996.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9365.662109 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9365.662 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 97 members 
Entering Unmasked Estep 
Score: -9105.872070 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9105.872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9196.209961 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9196.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9220.438477 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9220.438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9227.587891 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9227.588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9231.280273 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9231.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9231.280273 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -9231.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Entering Unmasked Estep 
Score: -4268045.500000 Penalty: 507.189514
	Iteration 0F: 2 clusters Score -4268046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4221493.000000 Penalty: 1014.379028
	Iteration 0F: 3 clusters Score -4221493 nChanged 33619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4242370.000000 Penalty: 1014.379028
	Iteration 1F: 3 clusters Score -4242370 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4244343.000000 Penalty: 1014.379028
	Iteration 2F: 3 clusters Score -4244343 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4247188.500000 Penalty: 1014.379028
	Iteration 3F: 3 clusters Score -4247188 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4251309.000000 Penalty: 1014.379028
	Iteration 4F: 3 clusters Score -4251309 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4256199.000000 Penalty: 1014.379028
	Iteration 5F: 3 clusters Score -4256199 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4260225.000000 Penalty: 1014.379028
	Iteration 6F: 3 clusters Score -4260225 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4262575.000000 Penalty: 1014.379028
	Iteration 7Q: 3 clusters Score -4262575 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4263939.500000 Penalty: 1014.379028
	Iteration 8Q: 3 clusters Score -4263940 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4264825.500000 Penalty: 1014.379028
	Iteration 9Q: 3 clusters Score -4264826 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4265467.500000 Penalty: 1014.379028
	Iteration 10Q: 3 clusters Score -4265468 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4265927.000000 Penalty: 1014.379028
	Iteration 11Q: 3 clusters Score -4265927 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4266251.500000 Penalty: 1014.379028
	Iteration 12Q: 3 clusters Score -4266252 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4266562.000000 Penalty: 1014.379028
	Iteration 13Q: 3 clusters Score -4266562 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4266755.500000 Penalty: 1014.379028
	Iteration 14Q: 3 clusters Score -4266756 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4266925.500000 Penalty: 1014.379028
	Iteration 15Q: 3 clusters Score -4266926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4267062.000000 Penalty: 1014.379028
	Iteration 16Q: 3 clusters Score -4267062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4267186.000000 Penalty: 1014.379028
	Iteration 17Q: 3 clusters Score -4267186 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4267275.500000 Penalty: 1014.379028
	Iteration 18Q: 3 clusters Score -4267276 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4267343.500000 Penalty: 1014.379028
	Iteration 19Q: 3 clusters Score -4267344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4267401.500000 Penalty: 1014.379028
	Iteration 20F: 3 clusters Score -4267402 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4267480.000000 Penalty: 1014.379028
	Iteration 21Q: 3 clusters Score -4267480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4267547.000000 Penalty: 1014.379028
	Iteration 22Q: 3 clusters Score -4267547 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4267567.000000 Penalty: 1014.379028
	Iteration 23Q: 3 clusters Score -4267567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4267598.500000 Penalty: 1014.379028
	Iteration 24Q: 3 clusters Score -4267598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4267616.000000 Penalty: 1014.379028
	Iteration 25Q: 3 clusters Score -4267616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4267635.000000 Penalty: 1014.379028
	Iteration 26Q: 3 clusters Score -4267635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4267647.000000 Penalty: 1014.379028
	Iteration 27Q: 3 clusters Score -4267647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4267662.000000 Penalty: 1014.379028
	Iteration 28Q: 3 clusters Score -4267662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4267670.500000 Penalty: 1014.379028
	Iteration 29Q: 3 clusters Score -4267670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4267682.500000 Penalty: 1014.379028
	Iteration 30Q: 3 clusters Score -4267682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4267684.500000 Penalty: 1014.379028
	Iteration 31Q: 3 clusters Score -4267684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4267694.500000 Penalty: 1014.379028
	Iteration 32Q: 3 clusters Score -4267694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4267704.000000 Penalty: 1014.379028
	Iteration 33Q: 3 clusters Score -4267704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4267702.500000 Penalty: 1014.379028
	Iteration 34Q: 3 clusters Score -4267702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4267710.000000 Penalty: 1014.379028
	Iteration 35Q: 3 clusters Score -4267710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4267717.500000 Penalty: 1014.379028
	Iteration 36Q: 3 clusters Score -4267718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4267716.500000 Penalty: 1014.379028
	Iteration 37Q: 3 clusters Score -4267716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4267716.000000 Penalty: 1014.379028
	Iteration 38Q: 3 clusters Score -4267716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4267719.000000 Penalty: 1014.379028
	Iteration 39Q: 3 clusters Score -4267719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4267720.500000 Penalty: 1014.379028
	Iteration 40F: 3 clusters Score -4267720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4267722.500000 Penalty: 1014.379028
	Iteration 41Q: 3 clusters Score -4267722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4267725.500000 Penalty: 1014.379028
	Iteration 42Q: 3 clusters Score -4267726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4267723.000000 Penalty: 1014.379028
	Iteration 43Q: 3 clusters Score -4267723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4267725.000000 Penalty: 1014.379028
	Iteration 44Q: 3 clusters Score -4267725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4267724.500000 Penalty: 1014.379028
	Iteration 45Q: 3 clusters Score -4267724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4267723.500000 Penalty: 1014.379028
	Iteration 46Q: 3 clusters Score -4267724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4267727.500000 Penalty: 1014.379028
	Iteration 47Q: 3 clusters Score -4267728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4267728.000000 Penalty: 1014.379028
	Iteration 48Q: 3 clusters Score -4267728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4267728.000000 Penalty: 1014.379028
	Iteration 49Q: 3 clusters Score -4267728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4267726.500000 Penalty: 1014.379028
	Iteration 50Q: 3 clusters Score -4267726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4267726.500000 Penalty: 1014.379028
	Iteration 51Q: 3 clusters Score -4267726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4267724.500000 Penalty: 1014.379028
	Iteration 52Q: 3 clusters Score -4267724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4267724.500000 Penalty: 1014.379028
	Iteration 53F: 3 clusters Score -4267724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -22113.093750 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -22113.09 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 171 members 
Entering Unmasked Estep 
Score: -21737.140625 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -21737.14 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21870.750000 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -21870.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21934.050781 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -21934.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21979.921875 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -21979.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22027.410156 Penalty: 535.128540
	Iteration 4F: 3 clusters Score -22027.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22054.746094 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -22054.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22071.240234 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -22071.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22088.109375 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -22088.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22090.218750 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -22090.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22090.218750 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -22090.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Entering Unmasked Estep 
Score: -219314.671875 Penalty: 369.796906
	Iteration 0F: 2 clusters Score -219314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -216960.015625 Penalty: 739.593811
	Iteration 0F: 3 clusters Score -216960 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -217821.406250 Penalty: 739.593811
	Iteration 1F: 3 clusters Score -217821.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217957.937500 Penalty: 739.593811
	Iteration 2F: 3 clusters Score -217957.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218111.046875 Penalty: 739.593811
	Iteration 3F: 3 clusters Score -218111 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218294.515625 Penalty: 739.593811
	Iteration 4F: 3 clusters Score -218294.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -218501.296875 Penalty: 739.593811
	Iteration 5F: 3 clusters Score -218501.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -218720.421875 Penalty: 739.593811
	Iteration 6F: 3 clusters Score -218720.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -218865.437500 Penalty: 739.593811
	Iteration 7Q: 3 clusters Score -218865.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -218927.328125 Penalty: 739.593811
	Iteration 8Q: 3 clusters Score -218927.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -218949.703125 Penalty: 739.593811
	Iteration 9Q: 3 clusters Score -218949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -218962.593750 Penalty: 739.593811
	Iteration 10Q: 3 clusters Score -218962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -218970.843750 Penalty: 739.593811
	Iteration 11Q: 3 clusters Score -218970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -218973.140625 Penalty: 739.593811
	Iteration 12Q: 3 clusters Score -218973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -218973.140625 Penalty: 739.593811
	Iteration 13F: 3 clusters Score -218973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -8092.979980 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -8092.98 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 140 members 
Entering Unmasked Estep 
Score: -7807.079590 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7807.08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7932.831055 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7932.831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7957.378418 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7957.378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7981.499512 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -7981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7991.917480 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -7991.917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7994.001465 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -7994.001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7995.611328 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -7995.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7995.905273 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -7995.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7999.623047 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -7999.623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8002.544922 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -8002.545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8002.544922 Penalty: 503.538452
	Iteration 10F: 3 clusters Score -8002.545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7848.482422 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7848.482 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 62 members 
Entering Unmasked Estep 
Score: -7606.288086 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7606.288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7668.172852 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7668.173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7691.693848 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7691.694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7696.698242 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7696.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7701.290039 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7701.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7702.074707 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7702.075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7702.074707 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -7702.075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Entering Unmasked Estep 
Score: -5375850.500000 Penalty: 516.937073
	Iteration 0F: 2 clusters Score -5375850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -5319146.500000 Penalty: 1033.874146
	Iteration 0F: 3 clusters Score -5319146 nChanged 41870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5344489.000000 Penalty: 1033.874146
	Iteration 1F: 3 clusters Score -5344489 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5345433.500000 Penalty: 1033.874146
	Iteration 2Q: 3 clusters Score -5345434 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -5346792.500000 Penalty: 1033.874146
	Iteration 3Q: 3 clusters Score -5346792 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -5349061.500000 Penalty: 1033.874146
	Iteration 4F: 3 clusters Score -5349062 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -5352702.500000 Penalty: 1033.874146
	Iteration 5F: 3 clusters Score -5352702 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5357723.500000 Penalty: 1033.874146
	Iteration 6F: 3 clusters Score -5357724 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -5361775.500000 Penalty: 1033.874146
	Iteration 7F: 3 clusters Score -5361776 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5363582.000000 Penalty: 1033.874146
	Iteration 8Q: 3 clusters Score -5363582 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5364432.000000 Penalty: 1033.874146
	Iteration 9Q: 3 clusters Score -5364432 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5365120.000000 Penalty: 1033.874146
	Iteration 10Q: 3 clusters Score -5365120 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5366028.500000 Penalty: 1033.874146
	Iteration 11Q: 3 clusters Score -5366028 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5367110.500000 Penalty: 1033.874146
	Iteration 12Q: 3 clusters Score -5367110 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5368303.500000 Penalty: 1033.874146
	Iteration 13Q: 3 clusters Score -5368304 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5369480.500000 Penalty: 1033.874146
	Iteration 14Q: 3 clusters Score -5369480 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5370477.500000 Penalty: 1033.874146
	Iteration 15Q: 3 clusters Score -5370478 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -5371289.000000 Penalty: 1033.874146
	Iteration 16Q: 3 clusters Score -5371289 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -5371858.500000 Penalty: 1033.874146
	Iteration 17Q: 3 clusters Score -5371858 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5372286.000000 Penalty: 1033.874146
	Iteration 18Q: 3 clusters Score -5372286 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -5372610.000000 Penalty: 1033.874146
	Iteration 19Q: 3 clusters Score -5372610 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5372827.500000 Penalty: 1033.874146
	Iteration 20F: 3 clusters Score -5372828 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5372930.500000 Penalty: 1033.874146
	Iteration 21Q: 3 clusters Score -5372930 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5373032.500000 Penalty: 1033.874146
	Iteration 22Q: 3 clusters Score -5373032 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5373105.000000 Penalty: 1033.874146
	Iteration 23Q: 3 clusters Score -5373105 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -5373160.500000 Penalty: 1033.874146
	Iteration 24Q: 3 clusters Score -5373160 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5373188.500000 Penalty: 1033.874146
	Iteration 25Q: 3 clusters Score -5373188 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5373250.500000 Penalty: 1033.874146
	Iteration 26Q: 3 clusters Score -5373250 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5373269.500000 Penalty: 1033.874146
	Iteration 27Q: 3 clusters Score -5373270 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -5373323.000000 Penalty: 1033.874146
	Iteration 28Q: 3 clusters Score -5373323 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -5373358.000000 Penalty: 1033.874146
	Iteration 29Q: 3 clusters Score -5373358 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5373364.000000 Penalty: 1033.874146
	Iteration 30Q: 3 clusters Score -5373364 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5373381.000000 Penalty: 1033.874146
	Iteration 31Q: 3 clusters Score -5373381 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -5373428.000000 Penalty: 1033.874146
	Iteration 32Q: 3 clusters Score -5373428 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -5373441.000000 Penalty: 1033.874146
	Iteration 33Q: 3 clusters Score -5373441 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -5373474.500000 Penalty: 1033.874146
	Iteration 34Q: 3 clusters Score -5373474 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -5373487.500000 Penalty: 1033.874146
	Iteration 35Q: 3 clusters Score -5373488 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -5373538.000000 Penalty: 1033.874146
	Iteration 36Q: 3 clusters Score -5373538 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -5373547.000000 Penalty: 1033.874146
	Iteration 37Q: 3 clusters Score -5373547 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -5373551.500000 Penalty: 1033.874146
	Iteration 38Q: 3 clusters Score -5373552 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -5373568.500000 Penalty: 1033.874146
	Iteration 39Q: 3 clusters Score -5373568 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -5373601.000000 Penalty: 1033.874146
	Iteration 40F: 3 clusters Score -5373601 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5373606.500000 Penalty: 1033.874146
	Iteration 41Q: 3 clusters Score -5373606 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5373641.000000 Penalty: 1033.874146
	Iteration 42Q: 3 clusters Score -5373641 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5373630.500000 Penalty: 1033.874146
	Iteration 43Q: 3 clusters Score -5373630 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5373658.000000 Penalty: 1033.874146
	Iteration 44Q: 3 clusters Score -5373658 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5373676.000000 Penalty: 1033.874146
	Iteration 45Q: 3 clusters Score -5373676 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5373682.000000 Penalty: 1033.874146
	Iteration 46Q: 3 clusters Score -5373682 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5373680.500000 Penalty: 1033.874146
	Iteration 47Q: 3 clusters Score -5373680 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5373705.500000 Penalty: 1033.874146
	Iteration 48Q: 3 clusters Score -5373706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5373745.000000 Penalty: 1033.874146
	Iteration 49Q: 3 clusters Score -5373745 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5373784.500000 Penalty: 1033.874146
	Iteration 50Q: 3 clusters Score -5373784 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5373818.000000 Penalty: 1033.874146
	Iteration 51Q: 3 clusters Score -5373818 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -5373841.000000 Penalty: 1033.874146
	Iteration 52Q: 3 clusters Score -5373841 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5373847.000000 Penalty: 1033.874146
	Iteration 53Q: 3 clusters Score -5373847 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5373880.500000 Penalty: 1033.874146
	Iteration 54Q: 3 clusters Score -5373880 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5373868.000000 Penalty: 1033.874146
	Iteration 55Q: 3 clusters Score -5373868 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5373903.000000 Penalty: 1033.874146
	Iteration 56Q: 3 clusters Score -5373903 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5373927.000000 Penalty: 1033.874146
	Iteration 57Q: 3 clusters Score -5373927 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -5373944.500000 Penalty: 1033.874146
	Iteration 58Q: 3 clusters Score -5373944 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5373946.000000 Penalty: 1033.874146
	Iteration 59Q: 3 clusters Score -5373946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -5373995.000000 Penalty: 1033.874146
	Iteration 60F: 3 clusters Score -5373995 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -5374021.500000 Penalty: 1033.874146
	Iteration 61Q: 3 clusters Score -5374022 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -5374018.500000 Penalty: 1033.874146
	Iteration 62Q: 3 clusters Score -5374018 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -5374018.500000 Penalty: 1033.874146
	Iteration 63Q: 3 clusters Score -5374018 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -5374029.000000 Penalty: 1033.874146
	Iteration 64Q: 3 clusters Score -5374029 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -5374055.500000 Penalty: 1033.874146
	Iteration 65Q: 3 clusters Score -5374056 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -5374087.500000 Penalty: 1033.874146
	Iteration 66Q: 3 clusters Score -5374088 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -5374094.000000 Penalty: 1033.874146
	Iteration 67Q: 3 clusters Score -5374094 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -5374096.500000 Penalty: 1033.874146
	Iteration 68Q: 3 clusters Score -5374096 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -5374116.500000 Penalty: 1033.874146
	Iteration 69Q: 3 clusters Score -5374116 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5374089.500000 Penalty: 1033.874146
	Iteration 70Q: 3 clusters Score -5374090 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5374089.500000 Penalty: 1033.874146
	Iteration 71Q: 3 clusters Score -5374090 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -5374099.500000 Penalty: 1033.874146
	Iteration 72Q: 3 clusters Score -5374100 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -5374110.500000 Penalty: 1033.874146
	Iteration 73Q: 3 clusters Score -5374110 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -5374094.000000 Penalty: 1033.874146
	Iteration 74Q: 3 clusters Score -5374094 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -5374120.500000 Penalty: 1033.874146
	Iteration 75Q: 3 clusters Score -5374120 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -5374120.500000 Penalty: 1033.874146
	Iteration 76Q: 3 clusters Score -5374120 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -5374129.500000 Penalty: 1033.874146
	Iteration 77Q: 3 clusters Score -5374130 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -5374118.000000 Penalty: 1033.874146
	Iteration 78Q: 3 clusters Score -5374118 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -5374125.500000 Penalty: 1033.874146
	Iteration 79Q: 3 clusters Score -5374126 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -5374120.500000 Penalty: 1033.874146
	Iteration 80F: 3 clusters Score -5374120 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -5374128.000000 Penalty: 1033.874146
	Iteration 81Q: 3 clusters Score -5374128 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -5374151.500000 Penalty: 1033.874146
	Iteration 82Q: 3 clusters Score -5374152 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -5374175.000000 Penalty: 1033.874146
	Iteration 83Q: 3 clusters Score -5374175 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -5374192.000000 Penalty: 1033.874146
	Iteration 84Q: 3 clusters Score -5374192 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -5374212.500000 Penalty: 1033.874146
	Iteration 85Q: 3 clusters Score -5374212 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -5374216.500000 Penalty: 1033.874146
	Iteration 86Q: 3 clusters Score -5374216 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -5374229.000000 Penalty: 1033.874146
	Iteration 87Q: 3 clusters Score -5374229 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -5374278.500000 Penalty: 1033.874146
	Iteration 88Q: 3 clusters Score -5374278 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -5374303.500000 Penalty: 1033.874146
	Iteration 89Q: 3 clusters Score -5374304 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -5374292.000000 Penalty: 1033.874146
	Iteration 90Q: 3 clusters Score -5374292 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -5374304.500000 Penalty: 1033.874146
	Iteration 91Q: 3 clusters Score -5374304 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -5374319.500000 Penalty: 1033.874146
	Iteration 92Q: 3 clusters Score -5374320 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -5374361.500000 Penalty: 1033.874146
	Iteration 93Q: 3 clusters Score -5374362 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -5374370.000000 Penalty: 1033.874146
	Iteration 94Q: 3 clusters Score -5374370 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -5374412.000000 Penalty: 1033.874146
	Iteration 95Q: 3 clusters Score -5374412 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -5374380.500000 Penalty: 1033.874146
	Iteration 96Q: 3 clusters Score -5374380 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -5374427.500000 Penalty: 1033.874146
	Iteration 97Q: 3 clusters Score -5374428 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -5374426.000000 Penalty: 1033.874146
	Iteration 98Q: 3 clusters Score -5374426 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -5374453.500000 Penalty: 1033.874146
	Iteration 99Q: 3 clusters Score -5374454 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -5374460.500000 Penalty: 1033.874146
	Iteration 100F: 3 clusters Score -5374460 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -5374466.000000 Penalty: 1033.874146
	Iteration 101Q: 3 clusters Score -5374466 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -5374506.000000 Penalty: 1033.874146
	Iteration 102Q: 3 clusters Score -5374506 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -5374495.000000 Penalty: 1033.874146
	Iteration 103Q: 3 clusters Score -5374495 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -5374525.500000 Penalty: 1033.874146
	Iteration 104Q: 3 clusters Score -5374526 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -5374495.500000 Penalty: 1033.874146
	Iteration 105Q: 3 clusters Score -5374496 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -5374574.000000 Penalty: 1033.874146
	Iteration 106Q: 3 clusters Score -5374574 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -5374565.000000 Penalty: 1033.874146
	Iteration 107Q: 3 clusters Score -5374565 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -5374563.500000 Penalty: 1033.874146
	Iteration 108Q: 3 clusters Score -5374564 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -5374609.000000 Penalty: 1033.874146
	Iteration 109Q: 3 clusters Score -5374609 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -5374609.500000 Penalty: 1033.874146
	Iteration 110Q: 3 clusters Score -5374610 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -5374637.500000 Penalty: 1033.874146
	Iteration 111Q: 3 clusters Score -5374638 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -5374665.500000 Penalty: 1033.874146
	Iteration 112Q: 3 clusters Score -5374666 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -5374701.500000 Penalty: 1033.874146
	Iteration 113Q: 3 clusters Score -5374702 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -5374740.000000 Penalty: 1033.874146
	Iteration 114Q: 3 clusters Score -5374740 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -5374787.000000 Penalty: 1033.874146
	Iteration 115Q: 3 clusters Score -5374787 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
Score: -5374801.500000 Penalty: 1033.874146
	Iteration 116Q: 3 clusters Score -5374802 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -5374815.000000 Penalty: 1033.874146
	Iteration 117Q: 3 clusters Score -5374815 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -5374837.500000 Penalty: 1033.874146
	Iteration 118Q: 3 clusters Score -5374838 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -5374841.500000 Penalty: 1033.874146
	Iteration 119Q: 3 clusters Score -5374842 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -5374888.500000 Penalty: 1033.874146
	Iteration 120F: 3 clusters Score -5374888 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -5374896.000000 Penalty: 1033.874146
	Iteration 121Q: 3 clusters Score -5374896 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -5374914.500000 Penalty: 1033.874146
	Iteration 122Q: 3 clusters Score -5374914 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -5374918.000000 Penalty: 1033.874146
	Iteration 123Q: 3 clusters Score -5374918 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -5374913.000000 Penalty: 1033.874146
	Iteration 124Q: 3 clusters Score -5374913 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -5374930.500000 Penalty: 1033.874146
	Iteration 125Q: 3 clusters Score -5374930 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -5374922.000000 Penalty: 1033.874146
	Iteration 126Q: 3 clusters Score -5374922 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -5374930.000000 Penalty: 1033.874146
	Iteration 127Q: 3 clusters Score -5374930 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -5374948.500000 Penalty: 1033.874146
	Iteration 128Q: 3 clusters Score -5374948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -5374964.000000 Penalty: 1033.874146
	Iteration 129Q: 3 clusters Score -5374964 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -5374954.000000 Penalty: 1033.874146
	Iteration 130Q: 3 clusters Score -5374954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -5374943.500000 Penalty: 1033.874146
	Iteration 131Q: 3 clusters Score -5374944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -5374933.000000 Penalty: 1033.874146
	Iteration 132Q: 3 clusters Score -5374933 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -5374952.500000 Penalty: 1033.874146
	Iteration 133Q: 3 clusters Score -5374952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -5374979.000000 Penalty: 1033.874146
	Iteration 134Q: 3 clusters Score -5374979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -5374993.000000 Penalty: 1033.874146
	Iteration 135Q: 3 clusters Score -5374993 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -5375015.000000 Penalty: 1033.874146
	Iteration 136Q: 3 clusters Score -5375015 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -5375030.500000 Penalty: 1033.874146
	Iteration 137Q: 3 clusters Score -5375030 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -5375057.500000 Penalty: 1033.874146
	Iteration 138Q: 3 clusters Score -5375058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -5375078.000000 Penalty: 1033.874146
	Iteration 139Q: 3 clusters Score -5375078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -5375093.500000 Penalty: 1033.874146
	Iteration 140F: 3 clusters Score -5375094 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -5375117.500000 Penalty: 1033.874146
	Iteration 141Q: 3 clusters Score -5375118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -5375130.000000 Penalty: 1033.874146
	Iteration 142Q: 3 clusters Score -5375130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -5375132.500000 Penalty: 1033.874146
	Iteration 143Q: 3 clusters Score -5375132 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -5375159.500000 Penalty: 1033.874146
	Iteration 144Q: 3 clusters Score -5375160 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -5375189.500000 Penalty: 1033.874146
	Iteration 145Q: 3 clusters Score -5375190 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -5375210.500000 Penalty: 1033.874146
	Iteration 146Q: 3 clusters Score -5375210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -5375227.000000 Penalty: 1033.874146
	Iteration 147Q: 3 clusters Score -5375227 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -5375239.500000 Penalty: 1033.874146
	Iteration 148Q: 3 clusters Score -5375240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -5375246.000000 Penalty: 1033.874146
	Iteration 149Q: 3 clusters Score -5375246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -5375260.500000 Penalty: 1033.874146
	Iteration 150Q: 3 clusters Score -5375260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -5375267.000000 Penalty: 1033.874146
	Iteration 151Q: 3 clusters Score -5375267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -5375281.000000 Penalty: 1033.874146
	Iteration 152Q: 3 clusters Score -5375281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -5375292.500000 Penalty: 1033.874146
	Iteration 153Q: 3 clusters Score -5375292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -5375309.000000 Penalty: 1033.874146
	Iteration 154Q: 3 clusters Score -5375309 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -5375323.500000 Penalty: 1033.874146
	Iteration 155Q: 3 clusters Score -5375324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -5375322.000000 Penalty: 1033.874146
	Iteration 156Q: 3 clusters Score -5375322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -5375334.500000 Penalty: 1033.874146
	Iteration 157Q: 3 clusters Score -5375334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -5375334.500000 Penalty: 1033.874146
	Iteration 158Q: 3 clusters Score -5375334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -5375341.500000 Penalty: 1033.874146
	Iteration 159Q: 3 clusters Score -5375342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -5375344.000000 Penalty: 1033.874146
	Iteration 160F: 3 clusters Score -5375344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -5375348.500000 Penalty: 1033.874146
	Iteration 161Q: 3 clusters Score -5375348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -5375361.000000 Penalty: 1033.874146
	Iteration 162Q: 3 clusters Score -5375361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -5375372.500000 Penalty: 1033.874146
	Iteration 163Q: 3 clusters Score -5375372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -5375371.500000 Penalty: 1033.874146
	Iteration 164Q: 3 clusters Score -5375372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -5375370.500000 Penalty: 1033.874146
	Iteration 165Q: 3 clusters Score -5375370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -5375376.500000 Penalty: 1033.874146
	Iteration 166Q: 3 clusters Score -5375376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -5375387.500000 Penalty: 1033.874146
	Iteration 167Q: 3 clusters Score -5375388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -5375394.500000 Penalty: 1033.874146
	Iteration 168Q: 3 clusters Score -5375394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -5375408.500000 Penalty: 1033.874146
	Iteration 169Q: 3 clusters Score -5375408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -5375411.000000 Penalty: 1033.874146
	Iteration 170Q: 3 clusters Score -5375411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -5375417.500000 Penalty: 1033.874146
	Iteration 171Q: 3 clusters Score -5375418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -5375430.000000 Penalty: 1033.874146
	Iteration 172Q: 3 clusters Score -5375430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -5375431.000000 Penalty: 1033.874146
	Iteration 173Q: 3 clusters Score -5375431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -5375437.000000 Penalty: 1033.874146
	Iteration 174Q: 3 clusters Score -5375437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -5375439.000000 Penalty: 1033.874146
	Iteration 175Q: 3 clusters Score -5375439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -5375440.000000 Penalty: 1033.874146
	Iteration 176Q: 3 clusters Score -5375440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -5375442.000000 Penalty: 1033.874146
	Iteration 177Q: 3 clusters Score -5375442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -5375443.500000 Penalty: 1033.874146
	Iteration 178Q: 3 clusters Score -5375444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -5375448.500000 Penalty: 1033.874146
	Iteration 179Q: 3 clusters Score -5375448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -5375447.000000 Penalty: 1033.874146
	Iteration 180F: 3 clusters Score -5375447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -5375449.000000 Penalty: 1033.874146
	Iteration 181Q: 3 clusters Score -5375449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -5375449.000000 Penalty: 1033.874146
	Iteration 182Q: 3 clusters Score -5375449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -5375449.000000 Penalty: 1033.874146
	Iteration 183F: 3 clusters Score -5375449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Entering Unmasked Estep 
Score: -5166707.500000 Penalty: 515.414368
	Iteration 0F: 2 clusters Score -5166708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5111458.500000 Penalty: 1030.828735
	Iteration 0F: 3 clusters Score -5111458 nChanged 40357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5135546.500000 Penalty: 1030.828735
	Iteration 1F: 3 clusters Score -5135546 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5136266.500000 Penalty: 1030.828735
	Iteration 2Q: 3 clusters Score -5136266 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -5137296.000000 Penalty: 1030.828735
	Iteration 3Q: 3 clusters Score -5137296 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -5138910.000000 Penalty: 1030.828735
	Iteration 4Q: 3 clusters Score -5138910 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -5141854.500000 Penalty: 1030.828735
	Iteration 5F: 3 clusters Score -5141854 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5147023.500000 Penalty: 1030.828735
	Iteration 6F: 3 clusters Score -5147024 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -5152342.500000 Penalty: 1030.828735
	Iteration 7F: 3 clusters Score -5152342 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -5154948.500000 Penalty: 1030.828735
	Iteration 8F: 3 clusters Score -5154948 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5155826.500000 Penalty: 1030.828735
	Iteration 9Q: 3 clusters Score -5155826 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5156322.500000 Penalty: 1030.828735
	Iteration 10Q: 3 clusters Score -5156322 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5156837.500000 Penalty: 1030.828735
	Iteration 11Q: 3 clusters Score -5156838 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -5157394.500000 Penalty: 1030.828735
	Iteration 12Q: 3 clusters Score -5157394 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -5158017.000000 Penalty: 1030.828735
	Iteration 13Q: 3 clusters Score -5158017 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5158651.000000 Penalty: 1030.828735
	Iteration 14Q: 3 clusters Score -5158651 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5159226.000000 Penalty: 1030.828735
	Iteration 15Q: 3 clusters Score -5159226 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5159803.000000 Penalty: 1030.828735
	Iteration 16Q: 3 clusters Score -5159803 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -5160241.500000 Penalty: 1030.828735
	Iteration 17Q: 3 clusters Score -5160242 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5160591.000000 Penalty: 1030.828735
	Iteration 18Q: 3 clusters Score -5160591 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -5160836.000000 Penalty: 1030.828735
	Iteration 19Q: 3 clusters Score -5160836 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -5160959.000000 Penalty: 1030.828735
	Iteration 20F: 3 clusters Score -5160959 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5161071.500000 Penalty: 1030.828735
	Iteration 21Q: 3 clusters Score -5161072 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5161105.500000 Penalty: 1030.828735
	Iteration 22Q: 3 clusters Score -5161106 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -5161125.500000 Penalty: 1030.828735
	Iteration 23Q: 3 clusters Score -5161126 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -5161174.500000 Penalty: 1030.828735
	Iteration 24Q: 3 clusters Score -5161174 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -5161212.500000 Penalty: 1030.828735
	Iteration 25Q: 3 clusters Score -5161212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5161207.000000 Penalty: 1030.828735
	Iteration 26Q: 3 clusters Score -5161207 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5161223.000000 Penalty: 1030.828735
	Iteration 27Q: 3 clusters Score -5161223 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5161232.000000 Penalty: 1030.828735
	Iteration 28Q: 3 clusters Score -5161232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5161223.000000 Penalty: 1030.828735
	Iteration 29Q: 3 clusters Score -5161223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5161231.500000 Penalty: 1030.828735
	Iteration 30Q: 3 clusters Score -5161232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5161230.500000 Penalty: 1030.828735
	Iteration 31Q: 3 clusters Score -5161230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5161231.000000 Penalty: 1030.828735
	Iteration 32Q: 3 clusters Score -5161231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5161220.500000 Penalty: 1030.828735
	Iteration 33Q: 3 clusters Score -5161220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -5161222.000000 Penalty: 1030.828735
	Iteration 34Q: 3 clusters Score -5161222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5161226.000000 Penalty: 1030.828735
	Iteration 35Q: 3 clusters Score -5161226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -5161235.500000 Penalty: 1030.828735
	Iteration 36Q: 3 clusters Score -5161236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5161232.000000 Penalty: 1030.828735
	Iteration 37Q: 3 clusters Score -5161232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5161238.500000 Penalty: 1030.828735
	Iteration 38Q: 3 clusters Score -5161238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5161234.000000 Penalty: 1030.828735
	Iteration 39Q: 3 clusters Score -5161234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -5161234.500000 Penalty: 1030.828735
	Iteration 40F: 3 clusters Score -5161234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5161237.000000 Penalty: 1030.828735
	Iteration 41Q: 3 clusters Score -5161237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5161230.000000 Penalty: 1030.828735
	Iteration 42Q: 3 clusters Score -5161230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5161232.000000 Penalty: 1030.828735
	Iteration 43Q: 3 clusters Score -5161232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -5161226.500000 Penalty: 1030.828735
	Iteration 44Q: 3 clusters Score -5161226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5161228.000000 Penalty: 1030.828735
	Iteration 45Q: 3 clusters Score -5161228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5161239.000000 Penalty: 1030.828735
	Iteration 46Q: 3 clusters Score -5161239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5161244.000000 Penalty: 1030.828735
	Iteration 47Q: 3 clusters Score -5161244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5161242.000000 Penalty: 1030.828735
	Iteration 48Q: 3 clusters Score -5161242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5161249.000000 Penalty: 1030.828735
	Iteration 49Q: 3 clusters Score -5161249 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5161249.000000 Penalty: 1030.828735
	Iteration 50Q: 3 clusters Score -5161249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -5161251.500000 Penalty: 1030.828735
	Iteration 51Q: 3 clusters Score -5161252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5161246.500000 Penalty: 1030.828735
	Iteration 52Q: 3 clusters Score -5161246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5161256.000000 Penalty: 1030.828735
	Iteration 53Q: 3 clusters Score -5161256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5161267.000000 Penalty: 1030.828735
	Iteration 54Q: 3 clusters Score -5161267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5161266.500000 Penalty: 1030.828735
	Iteration 55Q: 3 clusters Score -5161266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5161260.500000 Penalty: 1030.828735
	Iteration 56Q: 3 clusters Score -5161260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -5161254.000000 Penalty: 1030.828735
	Iteration 57Q: 3 clusters Score -5161254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5161258.500000 Penalty: 1030.828735
	Iteration 58Q: 3 clusters Score -5161258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5161257.000000 Penalty: 1030.828735
	Iteration 59Q: 3 clusters Score -5161257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5161255.000000 Penalty: 1030.828735
	Iteration 60F: 3 clusters Score -5161255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5161257.000000 Penalty: 1030.828735
	Iteration 61Q: 3 clusters Score -5161257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -5161262.500000 Penalty: 1030.828735
	Iteration 62Q: 3 clusters Score -5161262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5161268.000000 Penalty: 1030.828735
	Iteration 63Q: 3 clusters Score -5161268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5161262.000000 Penalty: 1030.828735
	Iteration 64Q: 3 clusters Score -5161262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5161263.500000 Penalty: 1030.828735
	Iteration 65Q: 3 clusters Score -5161264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5161263.000000 Penalty: 1030.828735
	Iteration 66Q: 3 clusters Score -5161263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -5161267.500000 Penalty: 1030.828735
	Iteration 67Q: 3 clusters Score -5161268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -5161267.000000 Penalty: 1030.828735
	Iteration 68Q: 3 clusters Score -5161267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5161270.500000 Penalty: 1030.828735
	Iteration 69Q: 3 clusters Score -5161270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5161267.500000 Penalty: 1030.828735
	Iteration 70Q: 3 clusters Score -5161268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5161266.000000 Penalty: 1030.828735
	Iteration 71Q: 3 clusters Score -5161266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5161267.000000 Penalty: 1030.828735
	Iteration 72Q: 3 clusters Score -5161267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5161268.500000 Penalty: 1030.828735
	Iteration 73Q: 3 clusters Score -5161268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5161263.500000 Penalty: 1030.828735
	Iteration 74Q: 3 clusters Score -5161264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5161260.000000 Penalty: 1030.828735
	Iteration 75Q: 3 clusters Score -5161260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5161261.500000 Penalty: 1030.828735
	Iteration 76Q: 3 clusters Score -5161262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5161258.500000 Penalty: 1030.828735
	Iteration 77Q: 3 clusters Score -5161258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5161257.500000 Penalty: 1030.828735
	Iteration 78Q: 3 clusters Score -5161258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -5161258.000000 Penalty: 1030.828735
	Iteration 79Q: 3 clusters Score -5161258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5161257.000000 Penalty: 1030.828735
	Iteration 80F: 3 clusters Score -5161257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5161257.000000 Penalty: 1030.828735
	Iteration 81Q: 3 clusters Score -5161257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5161257.000000 Penalty: 1030.828735
	Iteration 82F: 3 clusters Score -5161257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -10306.487305 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -10306.49 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 74 members 
Entering Unmasked Estep 
Score: -10060.147461 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -10060.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10102.351562 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -10102.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10112.766602 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -10112.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10117.246094 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -10117.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10117.579102 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -10117.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10117.579102 Penalty: 450.980286
	Iteration 5F: 3 clusters Score -10117.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -23583.134766 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -23583.13 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 180 members 
Entering Unmasked Estep 
Score: -23222.451172 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -23222.45 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23354.380859 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -23354.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23385.392578 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -23385.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23392.695312 Penalty: 541.508484
	Iteration 3Q: 3 clusters Score -23392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23399.519531 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -23399.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23400.623047 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -23400.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23402.904297 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -23402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23405.298828 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -23405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23406.171875 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -23406.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23407.638672 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -23407.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23408.933594 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -23408.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23408.933594 Penalty: 541.508484
	Iteration 11F: 3 clusters Score -23408.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -10716.386719 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -10716.39 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 101 members 
Entering Unmasked Estep 
Score: -10441.712891 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -10441.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10517.167969 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -10517.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10535.657227 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -10535.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10539.017578 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -10539.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10539.017578 Penalty: 483.501770
	Iteration 4F: 3 clusters Score -10539.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Entering Unmasked Estep 
Score: -5311061.000000 Penalty: 516.348145
	Iteration 0F: 2 clusters Score -5311061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5254244.500000 Penalty: 1032.696289
	Iteration 0F: 3 clusters Score -5254244 nChanged 41211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -5279861.500000 Penalty: 1032.696289
	Iteration 1F: 3 clusters Score -5279862 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -5281956.500000 Penalty: 1032.696289
	Iteration 2Q: 3 clusters Score -5281956 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -5285641.500000 Penalty: 1032.696289
	Iteration 3F: 3 clusters Score -5285642 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -5290829.000000 Penalty: 1032.696289
	Iteration 4F: 3 clusters Score -5290829 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -5296124.500000 Penalty: 1032.696289
	Iteration 5F: 3 clusters Score -5296124 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -5299684.000000 Penalty: 1032.696289
	Iteration 6F: 3 clusters Score -5299684 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -5301719.500000 Penalty: 1032.696289
	Iteration 7Q: 3 clusters Score -5301720 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -5303089.500000 Penalty: 1032.696289
	Iteration 8Q: 3 clusters Score -5303090 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -5304130.500000 Penalty: 1032.696289
	Iteration 9Q: 3 clusters Score -5304130 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -5305128.000000 Penalty: 1032.696289
	Iteration 10Q: 3 clusters Score -5305128 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -5306109.500000 Penalty: 1032.696289
	Iteration 11Q: 3 clusters Score -5306110 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -5307067.000000 Penalty: 1032.696289
	Iteration 12Q: 3 clusters Score -5307067 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -5307979.500000 Penalty: 1032.696289
	Iteration 13Q: 3 clusters Score -5307980 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -5308746.500000 Penalty: 1032.696289
	Iteration 14Q: 3 clusters Score -5308746 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -5309337.000000 Penalty: 1032.696289
	Iteration 15Q: 3 clusters Score -5309337 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -5309829.000000 Penalty: 1032.696289
	Iteration 16Q: 3 clusters Score -5309829 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -5310141.500000 Penalty: 1032.696289
	Iteration 17Q: 3 clusters Score -5310142 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -5310344.000000 Penalty: 1032.696289
	Iteration 18Q: 3 clusters Score -5310344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -5310444.000000 Penalty: 1032.696289
	Iteration 19Q: 3 clusters Score -5310444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -5310505.000000 Penalty: 1032.696289
	Iteration 20F: 3 clusters Score -5310505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -5310547.500000 Penalty: 1032.696289
	Iteration 21Q: 3 clusters Score -5310548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -5310576.000000 Penalty: 1032.696289
	Iteration 22Q: 3 clusters Score -5310576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -5310602.500000 Penalty: 1032.696289
	Iteration 23Q: 3 clusters Score -5310602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -5310614.000000 Penalty: 1032.696289
	Iteration 24Q: 3 clusters Score -5310614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -5310619.000000 Penalty: 1032.696289
	Iteration 25Q: 3 clusters Score -5310619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -5310622.500000 Penalty: 1032.696289
	Iteration 26Q: 3 clusters Score -5310622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -5310623.000000 Penalty: 1032.696289
	Iteration 27Q: 3 clusters Score -5310623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -5310623.000000 Penalty: 1032.696289
	Iteration 28F: 3 clusters Score -5310623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Entering Unmasked Estep 
Score: -5328498.000000 Penalty: 516.776855
	Iteration 0F: 2 clusters Score -5328498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5270707.000000 Penalty: 1033.553711
	Iteration 0F: 3 clusters Score -5270707 nChanged 41867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -5296020.000000 Penalty: 1033.553711
	Iteration 1F: 3 clusters Score -5296020 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -5297352.500000 Penalty: 1033.553711
	Iteration 2Q: 3 clusters Score -5297352 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -5299974.000000 Penalty: 1033.553711
	Iteration 3F: 3 clusters Score -5299974 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -5305198.500000 Penalty: 1033.553711
	Iteration 4F: 3 clusters Score -5305198 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -5313481.500000 Penalty: 1033.553711
	Iteration 5F: 3 clusters Score -5313482 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -5322115.500000 Penalty: 1033.553711
	Iteration 6F: 3 clusters Score -5322116 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -5326553.000000 Penalty: 1033.553711
	Iteration 7Q: 3 clusters Score -5326553 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -5327774.000000 Penalty: 1033.553711
	Iteration 8Q: 3 clusters Score -5327774 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -5327999.500000 Penalty: 1033.553711
	Iteration 9Q: 3 clusters Score -5328000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -5328040.000000 Penalty: 1033.553711
	Iteration 10Q: 3 clusters Score -5328040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -5328044.500000 Penalty: 1033.553711
	Iteration 11Q: 3 clusters Score -5328044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -5328044.000000 Penalty: 1033.553711
	Iteration 12Q: 3 clusters Score -5328044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -5328044.000000 Penalty: 1033.553711
	Iteration 13F: 3 clusters Score -5328044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -34603.914062 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -34603.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34070.339844 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34070.34 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34216.386719 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34216.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34267.691406 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34267.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34296.234375 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -34296.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34307.878906 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -34307.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34314.843750 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34314.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34325.800781 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34332.312500 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34332.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34338.792969 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34338.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34348.917969 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -34348.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34355.375000 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -34355.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34358.644531 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -34358.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34362.714844 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -34362.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34364.414062 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -34364.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34369.832031 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -34369.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34375.980469 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -34375.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34377.156250 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -34377.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34378.796875 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -34378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34379.035156 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -34379.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34379.035156 Penalty: 571.003357
	Iteration 19F: 3 clusters Score -34379.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -9110.544922 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9110.545 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 96 members 
Entering Unmasked Estep 
Score: -8843.130859 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -8843.131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8960.890625 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -8960.891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9050.594727 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -9050.595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9170.357422 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -9170.357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9213.248047 Penalty: 476.030884
	Iteration 4F: 3 clusters Score -9213.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9217.759766 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9217.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9222.523438 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -9222.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9229.814453 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -9229.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9236.020508 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -9236.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9237.324219 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -9237.324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9237.550781 Penalty: 476.030884
	Iteration 10F: 3 clusters Score -9237.551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9257.364258 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -9257.364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9262.261719 Penalty: 476.030884
	Iteration 12Q: 3 clusters Score -9262.262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9262.261719 Penalty: 476.030884
	Iteration 13F: 3 clusters Score -9262.262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 76 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 111 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303664.000000 Penalty: 51144.671875
Splitting cluster 25 changes total score from -53304020.000000 to -53303664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7731.496094 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7731.496 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 66 members 
Entering Unmasked Estep 
Score: -7489.740234 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7489.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7537.250488 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7537.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7559.448242 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7559.448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7568.572754 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7568.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7570.418457 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7570.418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7570.418457 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -7570.418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -796935.125000 Penalty: 430.433960
	Iteration 0F: 2 clusters Score -796935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -788342.875000 Penalty: 860.867920
	Iteration 0F: 3 clusters Score -788342.9 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -791808.937500 Penalty: 860.867920
	Iteration 1F: 3 clusters Score -791808.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -792088.500000 Penalty: 860.867920
	Iteration 2Q: 3 clusters Score -792088.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -792491.187500 Penalty: 860.867920
	Iteration 3F: 3 clusters Score -792491.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -793026.375000 Penalty: 860.867920
	Iteration 4F: 3 clusters Score -793026.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -793763.125000 Penalty: 860.867920
	Iteration 5F: 3 clusters Score -793763.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -794606.562500 Penalty: 860.867920
	Iteration 6F: 3 clusters Score -794606.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -795295.125000 Penalty: 860.867920
	Iteration 7F: 3 clusters Score -795295.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -795708.187500 Penalty: 860.867920
	Iteration 8Q: 3 clusters Score -795708.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -795976.937500 Penalty: 860.867920
	Iteration 9Q: 3 clusters Score -795976.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -796126.500000 Penalty: 860.867920
	Iteration 10Q: 3 clusters Score -796126.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -796221.625000 Penalty: 860.867920
	Iteration 11Q: 3 clusters Score -796221.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -796301.812500 Penalty: 860.867920
	Iteration 12Q: 3 clusters Score -796301.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -796362.187500 Penalty: 860.867920
	Iteration 13Q: 3 clusters Score -796362.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -796399.187500 Penalty: 860.867920
	Iteration 14Q: 3 clusters Score -796399.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -796432.937500 Penalty: 860.867920
	Iteration 15Q: 3 clusters Score -796432.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -796464.000000 Penalty: 860.867920
	Iteration 16Q: 3 clusters Score -796464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -796491.312500 Penalty: 860.867920
	Iteration 17Q: 3 clusters Score -796491.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -796504.187500 Penalty: 860.867920
	Iteration 18Q: 3 clusters Score -796504.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -796512.875000 Penalty: 860.867920
	Iteration 19Q: 3 clusters Score -796512.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -796516.875000 Penalty: 860.867920
	Iteration 20F: 3 clusters Score -796516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -796519.625000 Penalty: 860.867920
	Iteration 21Q: 3 clusters Score -796519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -796524.937500 Penalty: 860.867920
	Iteration 22Q: 3 clusters Score -796524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -796527.125000 Penalty: 860.867920
	Iteration 23Q: 3 clusters Score -796527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -796530.937500 Penalty: 860.867920
	Iteration 24Q: 3 clusters Score -796530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -796532.687500 Penalty: 860.867920
	Iteration 25Q: 3 clusters Score -796532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -796536.062500 Penalty: 860.867920
	Iteration 26Q: 3 clusters Score -796536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -796540.562500 Penalty: 860.867920
	Iteration 27Q: 3 clusters Score -796540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -796544.875000 Penalty: 860.867920
	Iteration 28Q: 3 clusters Score -796544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -796549.062500 Penalty: 860.867920
	Iteration 29Q: 3 clusters Score -796549.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -796554.625000 Penalty: 860.867920
	Iteration 30Q: 3 clusters Score -796554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -796557.187500 Penalty: 860.867920
	Iteration 31Q: 3 clusters Score -796557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -796559.500000 Penalty: 860.867920
	Iteration 32Q: 3 clusters Score -796559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -796560.062500 Penalty: 860.867920
	Iteration 33Q: 3 clusters Score -796560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -796560.562500 Penalty: 860.867920
	Iteration 34Q: 3 clusters Score -796560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -796559.937500 Penalty: 860.867920
	Iteration 35Q: 3 clusters Score -796559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -796560.125000 Penalty: 860.867920
	Iteration 36Q: 3 clusters Score -796560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -796562.000000 Penalty: 860.867920
	Iteration 37Q: 3 clusters Score -796562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -796565.062500 Penalty: 860.867920
	Iteration 38Q: 3 clusters Score -796565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -796566.687500 Penalty: 860.867920
	Iteration 39Q: 3 clusters Score -796566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -796567.000000 Penalty: 860.867920
	Iteration 40F: 3 clusters Score -796567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -796567.375000 Penalty: 860.867920
	Iteration 41Q: 3 clusters Score -796567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -796567.187500 Penalty: 860.867920
	Iteration 42Q: 3 clusters Score -796567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -796567.187500 Penalty: 860.867920
	Iteration 43F: 3 clusters Score -796567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Entering Unmasked Estep 
Score: -1712325.125000 Penalty: 463.858917
	Iteration 0F: 2 clusters Score -1712325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1694428.625000 Penalty: 927.717834
	Iteration 0F: 3 clusters Score -1694429 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1702105.125000 Penalty: 927.717834
	Iteration 1F: 3 clusters Score -1702105 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1702697.625000 Penalty: 927.717834
	Iteration 2Q: 3 clusters Score -1702698 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1703628.000000 Penalty: 927.717834
	Iteration 3F: 3 clusters Score -1703628 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1705052.375000 Penalty: 927.717834
	Iteration 4F: 3 clusters Score -1705052 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1706686.625000 Penalty: 927.717834
	Iteration 5F: 3 clusters Score -1706687 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1707681.625000 Penalty: 927.717834
	Iteration 6F: 3 clusters Score -1707682 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1707999.750000 Penalty: 927.717834
	Iteration 7Q: 3 clusters Score -1708000 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1708072.250000 Penalty: 927.717834
	Iteration 8Q: 3 clusters Score -1708072 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1708114.000000 Penalty: 927.717834
	Iteration 9Q: 3 clusters Score -1708114 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1708157.000000 Penalty: 927.717834
	Iteration 10Q: 3 clusters Score -1708157 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1708201.125000 Penalty: 927.717834
	Iteration 11Q: 3 clusters Score -1708201 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1708250.875000 Penalty: 927.717834
	Iteration 12Q: 3 clusters Score -1708251 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1708298.250000 Penalty: 927.717834
	Iteration 13Q: 3 clusters Score -1708298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1708345.750000 Penalty: 927.717834
	Iteration 14Q: 3 clusters Score -1708346 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1708384.750000 Penalty: 927.717834
	Iteration 15Q: 3 clusters Score -1708385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1708427.250000 Penalty: 927.717834
	Iteration 16Q: 3 clusters Score -1708427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1708464.750000 Penalty: 927.717834
	Iteration 17Q: 3 clusters Score -1708465 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1708506.125000 Penalty: 927.717834
	Iteration 18Q: 3 clusters Score -1708506 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1708555.750000 Penalty: 927.717834
	Iteration 19Q: 3 clusters Score -1708556 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1708590.375000 Penalty: 927.717834
	Iteration 20F: 3 clusters Score -1708590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1708620.125000 Penalty: 927.717834
	Iteration 21Q: 3 clusters Score -1708620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1708664.125000 Penalty: 927.717834
	Iteration 22Q: 3 clusters Score -1708664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1708692.500000 Penalty: 927.717834
	Iteration 23Q: 3 clusters Score -1708692 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1708725.625000 Penalty: 927.717834
	Iteration 24Q: 3 clusters Score -1708726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1708754.250000 Penalty: 927.717834
	Iteration 25Q: 3 clusters Score -1708754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1708785.625000 Penalty: 927.717834
	Iteration 26Q: 3 clusters Score -1708786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1708816.375000 Penalty: 927.717834
	Iteration 27Q: 3 clusters Score -1708816 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1708851.625000 Penalty: 927.717834
	Iteration 28Q: 3 clusters Score -1708852 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1708880.750000 Penalty: 927.717834
	Iteration 29Q: 3 clusters Score -1708881 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1708922.125000 Penalty: 927.717834
	Iteration 30Q: 3 clusters Score -1708922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1708944.625000 Penalty: 927.717834
	Iteration 31Q: 3 clusters Score -1708945 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1708985.250000 Penalty: 927.717834
	Iteration 32Q: 3 clusters Score -1708985 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1709014.750000 Penalty: 927.717834
	Iteration 33Q: 3 clusters Score -1709015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1709050.375000 Penalty: 927.717834
	Iteration 34Q: 3 clusters Score -1709050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1709079.375000 Penalty: 927.717834
	Iteration 35Q: 3 clusters Score -1709079 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1709113.875000 Penalty: 927.717834
	Iteration 36Q: 3 clusters Score -1709114 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1709151.875000 Penalty: 927.717834
	Iteration 37Q: 3 clusters Score -1709152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1709198.625000 Penalty: 927.717834
	Iteration 38Q: 3 clusters Score -1709199 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1709272.875000 Penalty: 927.717834
	Iteration 39Q: 3 clusters Score -1709273 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1709351.125000 Penalty: 927.717834
	Iteration 40F: 3 clusters Score -1709351 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1709435.625000 Penalty: 927.717834
	Iteration 41Q: 3 clusters Score -1709436 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1709503.000000 Penalty: 927.717834
	Iteration 42Q: 3 clusters Score -1709503 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1709565.125000 Penalty: 927.717834
	Iteration 43Q: 3 clusters Score -1709565 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1709623.125000 Penalty: 927.717834
	Iteration 44Q: 3 clusters Score -1709623 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1709685.625000 Penalty: 927.717834
	Iteration 45Q: 3 clusters Score -1709686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1709735.625000 Penalty: 927.717834
	Iteration 46Q: 3 clusters Score -1709736 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1709783.500000 Penalty: 927.717834
	Iteration 47Q: 3 clusters Score -1709784 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1709840.500000 Penalty: 927.717834
	Iteration 48Q: 3 clusters Score -1709840 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1709890.500000 Penalty: 927.717834
	Iteration 49Q: 3 clusters Score -1709890 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1709937.875000 Penalty: 927.717834
	Iteration 50Q: 3 clusters Score -1709938 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1709982.125000 Penalty: 927.717834
	Iteration 51Q: 3 clusters Score -1709982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1710027.750000 Penalty: 927.717834
	Iteration 52Q: 3 clusters Score -1710028 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1710076.625000 Penalty: 927.717834
	Iteration 53Q: 3 clusters Score -1710077 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1710104.250000 Penalty: 927.717834
	Iteration 54Q: 3 clusters Score -1710104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1710139.375000 Penalty: 927.717834
	Iteration 55Q: 3 clusters Score -1710139 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1710154.375000 Penalty: 927.717834
	Iteration 56Q: 3 clusters Score -1710154 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1710175.375000 Penalty: 927.717834
	Iteration 57Q: 3 clusters Score -1710175 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1710181.875000 Penalty: 927.717834
	Iteration 58Q: 3 clusters Score -1710182 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1710196.750000 Penalty: 927.717834
	Iteration 59Q: 3 clusters Score -1710197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1710218.125000 Penalty: 927.717834
	Iteration 60F: 3 clusters Score -1710218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1710228.875000 Penalty: 927.717834
	Iteration 61Q: 3 clusters Score -1710229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1710235.000000 Penalty: 927.717834
	Iteration 62Q: 3 clusters Score -1710235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1710243.000000 Penalty: 927.717834
	Iteration 63Q: 3 clusters Score -1710243 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1710255.500000 Penalty: 927.717834
	Iteration 64Q: 3 clusters Score -1710256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1710271.125000 Penalty: 927.717834
	Iteration 65Q: 3 clusters Score -1710271 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1710281.125000 Penalty: 927.717834
	Iteration 66Q: 3 clusters Score -1710281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1710285.000000 Penalty: 927.717834
	Iteration 67Q: 3 clusters Score -1710285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1710282.750000 Penalty: 927.717834
	Iteration 68Q: 3 clusters Score -1710283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1710279.375000 Penalty: 927.717834
	Iteration 69Q: 3 clusters Score -1710279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1710283 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1710291.125000 Penalty: 927.717834
	Iteration 71Q: 3 clusters Score -1710291 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1710296.750000 Penalty: 927.717834
	Iteration 72Q: 3 clusters Score -1710297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1710302.500000 Penalty: 927.717834
	Iteration 73Q: 3 clusters Score -1710302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1710304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1710307.125000 Penalty: 927.717834
	Iteration 75Q: 3 clusters Score -1710307 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1710306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1710305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1710308.000000 Penalty: 927.717834
	Iteration 78Q: 3 clusters Score -1710308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1710311.750000 Penalty: 927.717834
	Iteration 79Q: 3 clusters Score -1710312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1710306.000000 Penalty: 927.717834
	Iteration 80F: 3 clusters Score -1710306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1710311.750000 Penalty: 927.717834
	Iteration 81Q: 3 clusters Score -1710312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1710318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1710318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1710323.875000 Penalty: 927.717834
	Iteration 84Q: 3 clusters Score -1710324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1710331.625000 Penalty: 927.717834
	Iteration 85Q: 3 clusters Score -1710332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1710339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1710348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1710346 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1710352.875000 Penalty: 927.717834
	Iteration 89Q: 3 clusters Score -1710353 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1710367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1710371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1710378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1710381.250000 Penalty: 927.717834
	Iteration 93Q: 3 clusters Score -1710381 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1710377.000000 Penalty: 927.717834
	Iteration 94Q: 3 clusters Score -1710377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1710378.875000 Penalty: 927.717834
	Iteration 95Q: 3 clusters Score -1710379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1710384.375000 Penalty: 927.717834
	Iteration 96Q: 3 clusters Score -1710384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1710389.250000 Penalty: 927.717834
	Iteration 97Q: 3 clusters Score -1710389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1710391.250000 Penalty: 927.717834
	Iteration 98Q: 3 clusters Score -1710391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1710395.250000 Penalty: 927.717834
	Iteration 99Q: 3 clusters Score -1710395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1710400.250000 Penalty: 927.717834
	Iteration 100F: 3 clusters Score -1710400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1710403.500000 Penalty: 927.717834
	Iteration 101Q: 3 clusters Score -1710404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1710399.375000 Penalty: 927.717834
	Iteration 102Q: 3 clusters Score -1710399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1710402.250000 Penalty: 927.717834
	Iteration 103Q: 3 clusters Score -1710402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1710403.500000 Penalty: 927.717834
	Iteration 104Q: 3 clusters Score -1710404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1710403.250000 Penalty: 927.717834
	Iteration 105Q: 3 clusters Score -1710403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1710405.125000 Penalty: 927.717834
	Iteration 106Q: 3 clusters Score -1710405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1710407.375000 Penalty: 927.717834
	Iteration 107Q: 3 clusters Score -1710407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1710408.875000 Penalty: 927.717834
	Iteration 108Q: 3 clusters Score -1710409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1710413.750000 Penalty: 927.717834
	Iteration 109Q: 3 clusters Score -1710414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1710412.625000 Penalty: 927.717834
	Iteration 110Q: 3 clusters Score -1710413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1710414.375000 Penalty: 927.717834
	Iteration 111Q: 3 clusters Score -1710414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1710413.750000 Penalty: 927.717834
	Iteration 112Q: 3 clusters Score -1710414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1710413.750000 Penalty: 927.717834
	Iteration 113Q: 3 clusters Score -1710414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1710413.375000 Penalty: 927.717834
	Iteration 114Q: 3 clusters Score -1710413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1710409.000000 Penalty: 927.717834
	Iteration 115Q: 3 clusters Score -1710409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1710412.250000 Penalty: 927.717834
	Iteration 116Q: 3 clusters Score -1710412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1710420.500000 Penalty: 927.717834
	Iteration 117Q: 3 clusters Score -1710420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1710420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1710419.250000 Penalty: 927.717834
	Iteration 119Q: 3 clusters Score -1710419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1710417.250000 Penalty: 927.717834
	Iteration 120F: 3 clusters Score -1710417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1710416.875000 Penalty: 927.717834
	Iteration 121Q: 3 clusters Score -1710417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1710418.125000 Penalty: 927.717834
	Iteration 122Q: 3 clusters Score -1710418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1710414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1710420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1710421.375000 Penalty: 927.717834
	Iteration 125Q: 3 clusters Score -1710421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1710422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1710420.000000 Penalty: 927.717834
	Iteration 127Q: 3 clusters Score -1710420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1710419.875000 Penalty: 927.717834
	Iteration 128Q: 3 clusters Score -1710420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1710420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1710421 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1710423.000000 Penalty: 927.717834
	Iteration 131Q: 3 clusters Score -1710423 nChanged 13
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Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1710420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1710425.500000 Penalty: 927.717834
	Iteration 133Q: 3 clusters Score -1710426 nChanged 21
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Mstep: Class 1 contains 14980 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1710425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1710425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1710427 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1710428.250000 Penalty: 927.717834
	Iteration 137Q: 3 clusters Score -1710428 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
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Entering Unmasked Estep 
Score: -1710422.500000 Penalty: 927.717834
	Iteration 138Q: 3 clusters Score -1710422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1710426 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
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Entering Unmasked Estep 
Score: -1710429.125000 Penalty: 927.717834
	Iteration 140F: 3 clusters Score -1710429 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1710426 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1710428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1710428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1710430.000000 Penalty: 927.717834
	Iteration 144Q: 3 clusters Score -1710430 nChanged 29
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Mstep: Class 1 contains 15207 members 
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Entering Unmasked Estep 
Score: -1710431.625000 Penalty: 927.717834
	Iteration 145Q: 3 clusters Score -1710432 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1710435.000000 Penalty: 927.717834
	Iteration 146Q: 3 clusters Score -1710435 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1710436 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1710433.500000 Penalty: 927.717834
	Iteration 148Q: 3 clusters Score -1710434 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1710434 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1710437.500000 Penalty: 927.717834
	Iteration 150Q: 3 clusters Score -1710438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1710446.250000 Penalty: 927.717834
	Iteration 151Q: 3 clusters Score -1710446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1710448.000000 Penalty: 927.717834
	Iteration 152Q: 3 clusters Score -1710448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1710449.000000 Penalty: 927.717834
	Iteration 153Q: 3 clusters Score -1710449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1710452.000000 Penalty: 927.717834
	Iteration 154Q: 3 clusters Score -1710452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1710450.000000 Penalty: 927.717834
	Iteration 155Q: 3 clusters Score -1710450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1710453.750000 Penalty: 927.717834
	Iteration 156Q: 3 clusters Score -1710454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1710455.500000 Penalty: 927.717834
	Iteration 157Q: 3 clusters Score -1710456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1710455.375000 Penalty: 927.717834
	Iteration 158Q: 3 clusters Score -1710455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1710451.250000 Penalty: 927.717834
	Iteration 159Q: 3 clusters Score -1710451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1710453.750000 Penalty: 927.717834
	Iteration 160F: 3 clusters Score -1710454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1710453.125000 Penalty: 927.717834
	Iteration 161Q: 3 clusters Score -1710453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1710456.750000 Penalty: 927.717834
	Iteration 162Q: 3 clusters Score -1710457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1710455.625000 Penalty: 927.717834
	Iteration 163Q: 3 clusters Score -1710456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1710457.375000 Penalty: 927.717834
	Iteration 164Q: 3 clusters Score -1710457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1710457.625000 Penalty: 927.717834
	Iteration 165Q: 3 clusters Score -1710458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1710456.500000 Penalty: 927.717834
	Iteration 166Q: 3 clusters Score -1710456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1710458.000000 Penalty: 927.717834
	Iteration 167Q: 3 clusters Score -1710458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1710457.625000 Penalty: 927.717834
	Iteration 168Q: 3 clusters Score -1710458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1710457.625000 Penalty: 927.717834
	Iteration 169F: 3 clusters Score -1710458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -127905.632812 Penalty: 345.727173
	Iteration 0F: 2 clusters Score -127905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -126439.304688 Penalty: 691.454346
	Iteration 0F: 3 clusters Score -126439.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -126897.476562 Penalty: 691.454346
	Iteration 1F: 3 clusters Score -126897.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -127001.054688 Penalty: 691.454346
	Iteration 2F: 3 clusters Score -127001.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127103.898438 Penalty: 691.454346
	Iteration 3F: 3 clusters Score -127103.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -127215.593750 Penalty: 691.454346
	Iteration 4F: 3 clusters Score -127215.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -127344.164062 Penalty: 691.454346
	Iteration 5F: 3 clusters Score -127344.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -127437.375000 Penalty: 691.454346
	Iteration 6F: 3 clusters Score -127437.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -127504.210938 Penalty: 691.454346
	Iteration 7Q: 3 clusters Score -127504.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -127568.664062 Penalty: 691.454346
	Iteration 8Q: 3 clusters Score -127568.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -127616.601562 Penalty: 691.454346
	Iteration 9Q: 3 clusters Score -127616.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -127653.632812 Penalty: 691.454346
	Iteration 10Q: 3 clusters Score -127653.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -127671.312500 Penalty: 691.454346
	Iteration 11Q: 3 clusters Score -127671.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -127690.507812 Penalty: 691.454346
	Iteration 12Q: 3 clusters Score -127690.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -127713.445312 Penalty: 691.454346
	Iteration 13Q: 3 clusters Score -127713.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -127725.554688 Penalty: 691.454346
	Iteration 14Q: 3 clusters Score -127725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -127732.781250 Penalty: 691.454346
	Iteration 15Q: 3 clusters Score -127732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -127737.703125 Penalty: 691.454346
	Iteration 16Q: 3 clusters Score -127737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -127740.359375 Penalty: 691.454346
	Iteration 17Q: 3 clusters Score -127740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -127742.242188 Penalty: 691.454346
	Iteration 18Q: 3 clusters Score -127742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -127744.242188 Penalty: 691.454346
	Iteration 19Q: 3 clusters Score -127744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -127746.023438 Penalty: 691.454346
	Iteration 20F: 3 clusters Score -127746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -127747.609375 Penalty: 691.454346
	Iteration 21Q: 3 clusters Score -127747.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -127751.148438 Penalty: 691.454346
	Iteration 22Q: 3 clusters Score -127751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -127755.718750 Penalty: 691.454346
	Iteration 23Q: 3 clusters Score -127755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -127758.648438 Penalty: 691.454346
	Iteration 24Q: 3 clusters Score -127758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -127759.687500 Penalty: 691.454346
	Iteration 25Q: 3 clusters Score -127759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -127760.890625 Penalty: 691.454346
	Iteration 26Q: 3 clusters Score -127760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -127761.804688 Penalty: 691.454346
	Iteration 27Q: 3 clusters Score -127761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -127762.156250 Penalty: 691.454346
	Iteration 28Q: 3 clusters Score -127762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -127763.226562 Penalty: 691.454346
	Iteration 29Q: 3 clusters Score -127763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -127763.960938 Penalty: 691.454346
	Iteration 30Q: 3 clusters Score -127764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -127763.953125 Penalty: 691.454346
	Iteration 31Q: 3 clusters Score -127764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -127764.437500 Penalty: 691.454346
	Iteration 32Q: 3 clusters Score -127764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -127764.773438 Penalty: 691.454346
	Iteration 33Q: 3 clusters Score -127764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -127764.773438 Penalty: 691.454346
	Iteration 34F: 3 clusters Score -127764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -24052.060547 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -24052.06 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 186 members 
Entering Unmasked Estep 
Score: -23626.457031 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -23626.46 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23711.478516 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -23711.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23738.607422 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -23738.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23755.521484 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -23755.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23762.494141 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -23762.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23765.603516 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -23765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23766.414062 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -23766.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23768.056641 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -23768.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23770.078125 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -23770.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23772.708984 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -23772.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23773.371094 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -23773.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23773.673828 Penalty: 543.152405
	Iteration 11Q: 3 clusters Score -23773.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23773.673828 Penalty: 543.152405
	Iteration 12F: 3 clusters Score -23773.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -273089.718750 Penalty: 382.687805
	Iteration 0F: 2 clusters Score -273089.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -269986.968750 Penalty: 765.375610
	Iteration 0F: 3 clusters Score -269987 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -271147.937500 Penalty: 765.375610
	Iteration 1F: 3 clusters Score -271147.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -271346.031250 Penalty: 765.375610
	Iteration 2F: 3 clusters Score -271346 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -271604.375000 Penalty: 765.375610
	Iteration 3F: 3 clusters Score -271604.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -271886.843750 Penalty: 765.375610
	Iteration 4F: 3 clusters Score -271886.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -272065.062500 Penalty: 765.375610
	Iteration 5F: 3 clusters Score -272065.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -272186.968750 Penalty: 765.375610
	Iteration 6Q: 3 clusters Score -272187 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -272264.437500 Penalty: 765.375610
	Iteration 7Q: 3 clusters Score -272264.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -272329.500000 Penalty: 765.375610
	Iteration 8Q: 3 clusters Score -272329.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -272387.375000 Penalty: 765.375610
	Iteration 9Q: 3 clusters Score -272387.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -272435.843750 Penalty: 765.375610
	Iteration 10Q: 3 clusters Score -272435.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -272490.500000 Penalty: 765.375610
	Iteration 11Q: 3 clusters Score -272490.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -272533.062500 Penalty: 765.375610
	Iteration 12Q: 3 clusters Score -272533.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -272569.781250 Penalty: 765.375610
	Iteration 13Q: 3 clusters Score -272569.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -272622.125000 Penalty: 765.375610
	Iteration 14Q: 3 clusters Score -272622.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -272678.562500 Penalty: 765.375610
	Iteration 15Q: 3 clusters Score -272678.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -272730.375000 Penalty: 765.375610
	Iteration 16Q: 3 clusters Score -272730.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -272762.375000 Penalty: 765.375610
	Iteration 17Q: 3 clusters Score -272762.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -272779.031250 Penalty: 765.375610
	Iteration 18Q: 3 clusters Score -272779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -272785.125000 Penalty: 765.375610
	Iteration 19Q: 3 clusters Score -272785.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -272790.437500 Penalty: 765.375610
	Iteration 20F: 3 clusters Score -272790.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -272795.437500 Penalty: 765.375610
	Iteration 21Q: 3 clusters Score -272795.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -272800.593750 Penalty: 765.375610
	Iteration 22Q: 3 clusters Score -272800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -272804.218750 Penalty: 765.375610
	Iteration 23Q: 3 clusters Score -272804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -272807.437500 Penalty: 765.375610
	Iteration 24Q: 3 clusters Score -272807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -272809.812500 Penalty: 765.375610
	Iteration 25Q: 3 clusters Score -272809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -272810.968750 Penalty: 765.375610
	Iteration 26Q: 3 clusters Score -272811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -272811.625000 Penalty: 765.375610
	Iteration 27Q: 3 clusters Score -272811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -272812.125000 Penalty: 765.375610
	Iteration 28Q: 3 clusters Score -272812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -272812.500000 Penalty: 765.375610
	Iteration 29Q: 3 clusters Score -272812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -272812.375000 Penalty: 765.375610
	Iteration 30Q: 3 clusters Score -272812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -272813.562500 Penalty: 765.375610
	Iteration 31Q: 3 clusters Score -272813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -272815.281250 Penalty: 765.375610
	Iteration 32Q: 3 clusters Score -272815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -272815.906250 Penalty: 765.375610
	Iteration 33Q: 3 clusters Score -272815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -272816.781250 Penalty: 765.375610
	Iteration 34Q: 3 clusters Score -272816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -272817.906250 Penalty: 765.375610
	Iteration 35Q: 3 clusters Score -272817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -272818.468750 Penalty: 765.375610
	Iteration 36Q: 3 clusters Score -272818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -272819.093750 Penalty: 765.375610
	Iteration 37Q: 3 clusters Score -272819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -272819.218750 Penalty: 765.375610
	Iteration 38Q: 3 clusters Score -272819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -272819.218750 Penalty: 765.375610
	Iteration 39F: 3 clusters Score -272819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Entering Unmasked Estep 
Score: -2301.962158 Penalty: 166.692047
	Iteration 0F: 2 clusters Score -2301.962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2202.008057 Penalty: 333.384094
	Iteration 0F: 3 clusters Score -2202.008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2216.179443 Penalty: 333.384094
	Iteration 1F: 3 clusters Score -2216.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -2219.887695 Penalty: 333.384094
	Iteration 2Q: 3 clusters Score -2219.888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -2219.887695 Penalty: 333.384094
	Iteration 3F: 3 clusters Score -2219.888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -39606.964844 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -39606.96 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 289 members 
Entering Unmasked Estep 
Score: -39082.046875 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -39082.05 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39245.773438 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -39245.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39294.546875 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -39294.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39326.289062 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -39326.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39355.843750 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -39355.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39385.222656 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -39385.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39409.406250 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -39409.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39424.671875 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -39424.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39433.234375 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -39433.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39435.804688 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -39435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39437.906250 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -39437.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39437.906250 Penalty: 582.120605
	Iteration 11F: 3 clusters Score -39437.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -7916.311523 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -7916.312 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 66 members 
Entering Unmasked Estep 
Score: -7677.118652 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -7677.119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7720.750977 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -7720.751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7725.220215 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -7725.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7727.626465 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -7727.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7729.874512 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -7729.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7734.082520 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -7734.083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7744.650391 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -7744.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7763.191895 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -7763.192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7786.118164 Penalty: 439.376556
	Iteration 8Q: 3 clusters Score -7786.118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7794.325684 Penalty: 439.376556
	Iteration 9Q: 3 clusters Score -7794.326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7797.770996 Penalty: 439.376556
	Iteration 10Q: 3 clusters Score -7797.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7797.770996 Penalty: 439.376556
	Iteration 11F: 3 clusters Score -7797.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -9376.803711 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -9376.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9131.333984 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -9131.334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9191.450195 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -9191.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9208.345703 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -9208.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9210.720703 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -9210.721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9225.270508 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -9225.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9225.731445 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -9225.731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9225.731445 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -9225.731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -5303.632812 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -5303.633 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 90 members 
Entering Unmasked Estep 
Score: -4998.420410 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -4998.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5072.098145 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -5072.098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5111.166992 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -5111.167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5121.661133 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -5121.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5123.429199 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -5123.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5126.129395 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -5126.129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5126.713379 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -5126.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5126.713379 Penalty: 486.586761
	Iteration 7F: 3 clusters Score -5126.713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -14648.080078 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -14648.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14336.442383 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -14336.44 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14415.453125 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -14415.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14441.937500 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -14441.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14475.944336 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -14475.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14493.597656 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -14493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14502.584961 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -14502.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14511.241211 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -14511.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14518.541992 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -14518.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14522.959961 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -14522.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14525.844727 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -14525.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14528.152344 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -14528.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14530.523438 Penalty: 496.434235
	Iteration 11Q: 3 clusters Score -14530.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14530.523438 Penalty: 496.434235
	Iteration 12F: 3 clusters Score -14530.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9587.000000 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9587 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 82 members 
Entering Unmasked Estep 
Score: -9338.563477 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -9338.563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9389.859375 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9389.859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9407.602539 Penalty: 457.769867
	Iteration 2Q: 3 clusters Score -9407.603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9415.189453 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9415.189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9415.189453 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -9415.189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12028.290039 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -12028.29 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 101 members 
Entering Unmasked Estep 
Score: -11742.934570 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -11742.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11780.272461 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -11780.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11801.949219 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -11801.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11808.682617 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -11808.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11815.196289 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -11815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11823.107422 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -11823.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11827.883789 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -11827.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11830.200195 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -11830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11831.541992 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -11831.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11831.541992 Penalty: 476.998962
	Iteration 9F: 3 clusters Score -11831.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5236.645508 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5236.646 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 48 members 
Entering Unmasked Estep 
Score: -5039.079590 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5039.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5090.015137 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5090.015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5102.679688 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -5102.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5121.791992 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5121.792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5129.404297 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -5129.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5133.211914 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -5133.212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5141.871582 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -5141.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5141.871582 Penalty: 416.298676
	Iteration 7F: 3 clusters Score -5141.872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -18890.873047 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -18890.87 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 146 members 
Entering Unmasked Estep 
Score: -18521.666016 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -18521.67 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18617.839844 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -18617.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18661.201172 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -18661.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18703.816406 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -18703.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18742.339844 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -18742.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18779.367188 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -18779.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18793.052734 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -18793.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18810.023438 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -18810.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18821.677734 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -18821.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18822.382812 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -18822.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18822.962891 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -18822.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18822.962891 Penalty: 517.822693
	Iteration 11F: 3 clusters Score -18822.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4687.363281 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4687.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4479.078125 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4479.078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4522.565918 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4522.566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4530.600586 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -4530.601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4533.213867 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4533.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4533.213867 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -4533.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -8824.214844 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -8824.215 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 74 members 
Entering Unmasked Estep 
Score: -8565.475586 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -8565.476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8628.510742 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -8628.511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8633.948242 Penalty: 461.270294
	Iteration 2Q: 3 clusters Score -8633.948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8635.731445 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -8635.731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8637.371094 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -8637.371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8649.846680 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -8649.847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8654.580078 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -8654.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8657.314453 Penalty: 461.270294
	Iteration 7Q: 3 clusters Score -8657.314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8659.321289 Penalty: 461.270294
	Iteration 8Q: 3 clusters Score -8659.321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8659.321289 Penalty: 461.270294
	Iteration 9F: 3 clusters Score -8659.321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -36088.398438 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -36088.4 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 316 members 
Entering Unmasked Estep 
Score: -35539.820312 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -35539.82 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35769.722656 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -35769.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35881.007812 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -35881.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36019.781250 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -36019.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36067.519531 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -36067.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36092.101562 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -36092.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36118.425781 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -36118.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36133.523438 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -36133.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36141.863281 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -36141.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36149.281250 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -36149.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36154.015625 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -36154.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36160.503906 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -36160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36161.914062 Penalty: 584.515442
	Iteration 12Q: 3 clusters Score -36161.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36162.144531 Penalty: 584.515442
	Iteration 13Q: 3 clusters Score -36162.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36162.671875 Penalty: 584.515442
	Iteration 14Q: 3 clusters Score -36162.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36162.882812 Penalty: 584.515442
	Iteration 15Q: 3 clusters Score -36162.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36163.359375 Penalty: 584.515442
	Iteration 16Q: 3 clusters Score -36163.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36163.359375 Penalty: 584.515442
	Iteration 17F: 3 clusters Score -36163.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 363 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 253 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303480.000000 Penalty: 51144.671875
Splitting cluster 44 changes total score from -53304020.000000 to -53303480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -53257.832031 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -53257.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52575.855469 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -52575.86 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52774.937500 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -52774.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52839.019531 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -52839.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52883.285156 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -52883.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52920.523438 Penalty: 609.766541
	Iteration 4F: 3 clusters Score -52920.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52940.980469 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -52940.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52958.351562 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -52958.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52969.203125 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -52969.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52983.218750 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -52983.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52997.859375 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -52997.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53011.726562 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -53011.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -53023.000000 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -53023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53054.710938 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -53054.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53091.472656 Penalty: 609.766541
	Iteration 13Q: 3 clusters Score -53091.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -53107.292969 Penalty: 609.766541
	Iteration 14Q: 3 clusters Score -53107.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53114.925781 Penalty: 609.766541
	Iteration 15Q: 3 clusters Score -53114.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -53122.949219 Penalty: 609.766541
	Iteration 16Q: 3 clusters Score -53122.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -53137.812500 Penalty: 609.766541
	Iteration 17Q: 3 clusters Score -53137.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53160.027344 Penalty: 609.766541
	Iteration 18Q: 3 clusters Score -53160.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -53184.968750 Penalty: 609.766541
	Iteration 19Q: 3 clusters Score -53184.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53199.628906 Penalty: 609.766541
	Iteration 20F: 3 clusters Score -53199.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53229.101562 Penalty: 609.766541
	Iteration 21Q: 3 clusters Score -53229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53244.222656 Penalty: 609.766541
	Iteration 22Q: 3 clusters Score -53244.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53247.789062 Penalty: 609.766541
	Iteration 23Q: 3 clusters Score -53247.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53249.425781 Penalty: 609.766541
	Iteration 24Q: 3 clusters Score -53249.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -53250.785156 Penalty: 609.766541
	Iteration 25Q: 3 clusters Score -53250.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -53252.566406 Penalty: 609.766541
	Iteration 26Q: 3 clusters Score -53252.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -53254.433594 Penalty: 609.766541
	Iteration 27Q: 3 clusters Score -53254.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -53257.988281 Penalty: 609.766541
	Iteration 28Q: 3 clusters Score -53257.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -53260.167969 Penalty: 609.766541
	Iteration 29Q: 3 clusters Score -53260.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53264.425781 Penalty: 609.766541
	Iteration 30Q: 3 clusters Score -53264.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -53270.785156 Penalty: 609.766541
	Iteration 31Q: 3 clusters Score -53270.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -53274.867188 Penalty: 609.766541
	Iteration 32Q: 3 clusters Score -53274.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -53276.453125 Penalty: 609.766541
	Iteration 33Q: 3 clusters Score -53276.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53276.902344 Penalty: 609.766541
	Iteration 34Q: 3 clusters Score -53276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53276.902344 Penalty: 609.766541
	Iteration 35F: 3 clusters Score -53276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 199 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 614 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303580.000000 Penalty: 51144.671875
Splitting cluster 45 changes total score from -53304020.000000 to -53303580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12395.022461 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12395.02 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 97 members 
Entering Unmasked Estep 
Score: -12128.748047 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12128.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12232.843750 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12232.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12282.965820 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12282.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12304.395508 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -12304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12314.871094 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12314.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12317.332031 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12317.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12318.873047 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12318.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12320.466797 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12320.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12321.702148 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12321.702148 Penalty: 481.232300
	Iteration 9F: 3 clusters Score -12321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -4306.317871 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -4306.318 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 47 members 
Entering Unmasked Estep 
Score: -4149.667969 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -4149.668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4234.315918 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -4234.316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4257.952148 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -4257.952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4275.573242 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -4275.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4286.950684 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -4286.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4286.950684 Penalty: 415.355682
	Iteration 5F: 3 clusters Score -4286.951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -8428.217773 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -8428.218 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 67 members 
Entering Unmasked Estep 
Score: -8162.472656 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -8162.473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8256.190430 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -8256.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8285.648438 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -8285.648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8297.117188 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -8297.117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8301.114258 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -8301.114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8307.023438 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -8307.023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8311.722656 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -8311.723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8322.560547 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -8322.561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8330.361328 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -8330.361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8331.403320 Penalty: 453.508209
	Iteration 9Q: 3 clusters Score -8331.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8333.905273 Penalty: 453.508209
	Iteration 10Q: 3 clusters Score -8333.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8337.699219 Penalty: 453.508209
	Iteration 11Q: 3 clusters Score -8337.699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8338.018555 Penalty: 453.508209
	Iteration 12Q: 3 clusters Score -8338.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8338.018555 Penalty: 453.508209
	Iteration 13F: 3 clusters Score -8338.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9981.571289 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9981.571 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 79 members 
Entering Unmasked Estep 
Score: -9715.429688 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -9715.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9811.722656 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -9811.723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9907.750977 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -9907.751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9940.480469 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -9940.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9967.318359 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -9967.318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9979.950195 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -9979.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9981.022461 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -9981.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9981.022461 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -9981.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -31780.554688 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -31780.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31316.052734 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -31316.05 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31417.898438 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -31417.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31450.320312 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -31450.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31462.904297 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -31462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31473.392578 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -31473.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31481.230469 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -31481.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31487.238281 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -31487.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31492.228516 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -31492.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31497.048828 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -31497.05 nChanged 5
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: -31500.654297 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -31500.65 nChanged 3
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: -31503.804688 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -31503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31506.087891 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -31506.09 nChanged 5
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: -31512.939453 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -31512.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31516.339844 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -31516.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31522.867188 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -31522.87 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: -31531.488281 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -31531.49 nChanged 5
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: -31536.212891 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -31536.21 nChanged 1
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: -31536.412109 Penalty: 552.437134
	Iteration 17Q: 3 clusters Score -31536.41 nChanged 0
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: -31536.412109 Penalty: 552.437134
	Iteration 18F: 3 clusters Score -31536.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -17400.863281 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -17400.86 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 153 members 
Entering Unmasked Estep 
Score: -17047.234375 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -17047.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17269.935547 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -17269.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17384.494141 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -17384.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17418.669922 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -17418.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17447.376953 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -17447.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17466.667969 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -17466.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17468.791016 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -17468.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17468.791016 Penalty: 524.060059
	Iteration 7F: 3 clusters Score -17468.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 198 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 119 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303572.000000 Penalty: 51144.671875
Splitting cluster 51 changes total score from -53304020.000000 to -53303572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -74064.203125 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -74064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73183.570312 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -73183.57 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -73518.023438 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -73518.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -73584.601562 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -73584.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73636.242188 Penalty: 641.403198
	Iteration 3F: 3 clusters Score -73636.24 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -73695.679688 Penalty: 641.403198
	Iteration 4F: 3 clusters Score -73695.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -73776.171875 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -73776.17 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -73857.671875 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -73857.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -73907.578125 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -73907.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -73924.265625 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -73924.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -73937.453125 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -73937.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -73952.484375 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -73952.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -73967.437500 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -73967.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -73975.867188 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -73975.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -73980.914062 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -73980.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -73984.367188 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -73984.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -73989.437500 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -73989.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -73993.953125 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -73993.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -74001.929688 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -74001.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -74006.101562 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -74006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -74007.601562 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -74007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -74009.312500 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -74009.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74012.695312 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -74012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74021.929688 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -74021.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74031.835938 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -74031.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -74035.656250 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -74035.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -74037.554688 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -74037.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -74037.960938 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -74037.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74037.968750 Penalty: 641.403198
	Iteration 27Q: 3 clusters Score -74037.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74037.968750 Penalty: 641.403198
	Iteration 28F: 3 clusters Score -74037.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10142.032227 Penalty: 240.154221
	Iteration 0F: 2 clusters Score -10142.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9859.021484 Penalty: 480.308441
	Iteration 0F: 3 clusters Score -9859.021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9973.383789 Penalty: 480.308441
	Iteration 1F: 3 clusters Score -9973.384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9996.692383 Penalty: 480.308441
	Iteration 2F: 3 clusters Score -9996.692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10011.867188 Penalty: 480.308441
	Iteration 3Q: 3 clusters Score -10011.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10014.956055 Penalty: 480.308441
	Iteration 4Q: 3 clusters Score -10014.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10014.956055 Penalty: 480.308441
	Iteration 5F: 3 clusters Score -10014.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -71890.718750 Penalty: 319.499939
	Iteration 0F: 2 clusters Score -71890.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -70997.296875 Penalty: 638.999878
	Iteration 0F: 3 clusters Score -70997.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -71274.414062 Penalty: 638.999878
	Iteration 1F: 3 clusters Score -71274.41 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -71331.468750 Penalty: 638.999878
	Iteration 2F: 3 clusters Score -71331.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71361.000000 Penalty: 638.999878
	Iteration 3Q: 3 clusters Score -71361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -71394.218750 Penalty: 638.999878
	Iteration 4Q: 3 clusters Score -71394.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -71424.812500 Penalty: 638.999878
	Iteration 5Q: 3 clusters Score -71424.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71447.257812 Penalty: 638.999878
	Iteration 6Q: 3 clusters Score -71447.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -71480.804688 Penalty: 638.999878
	Iteration 7Q: 3 clusters Score -71480.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -71507.203125 Penalty: 638.999878
	Iteration 8Q: 3 clusters Score -71507.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71536.781250 Penalty: 638.999878
	Iteration 9Q: 3 clusters Score -71536.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71558.710938 Penalty: 638.999878
	Iteration 10Q: 3 clusters Score -71558.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -71584.171875 Penalty: 638.999878
	Iteration 11Q: 3 clusters Score -71584.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71600.664062 Penalty: 638.999878
	Iteration 12Q: 3 clusters Score -71600.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71614.507812 Penalty: 638.999878
	Iteration 13Q: 3 clusters Score -71614.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71627.460938 Penalty: 638.999878
	Iteration 14Q: 3 clusters Score -71627.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71648.273438 Penalty: 638.999878
	Iteration 15Q: 3 clusters Score -71648.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71664.914062 Penalty: 638.999878
	Iteration 16Q: 3 clusters Score -71664.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -71672.742188 Penalty: 638.999878
	Iteration 17Q: 3 clusters Score -71672.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71681.859375 Penalty: 638.999878
	Iteration 18Q: 3 clusters Score -71681.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71686.828125 Penalty: 638.999878
	Iteration 19Q: 3 clusters Score -71686.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71692.156250 Penalty: 638.999878
	Iteration 20F: 3 clusters Score -71692.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71697.593750 Penalty: 638.999878
	Iteration 21Q: 3 clusters Score -71697.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71699.953125 Penalty: 638.999878
	Iteration 22Q: 3 clusters Score -71699.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71701.421875 Penalty: 638.999878
	Iteration 23Q: 3 clusters Score -71701.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71702.492188 Penalty: 638.999878
	Iteration 24Q: 3 clusters Score -71702.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71704.406250 Penalty: 638.999878
	Iteration 25Q: 3 clusters Score -71704.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71705.875000 Penalty: 638.999878
	Iteration 26Q: 3 clusters Score -71705.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71706.250000 Penalty: 638.999878
	Iteration 27Q: 3 clusters Score -71706.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71706.250000 Penalty: 638.999878
	Iteration 28F: 3 clusters Score -71706.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -21946.945312 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -21946.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21532.318359 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -21532.32 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21668.205078 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -21668.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21718.306641 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -21718.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21754.529297 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -21754.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21776.769531 Penalty: 534.106018
	Iteration 4Q: 3 clusters Score -21776.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21809.140625 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -21809.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21820.812500 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -21820.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21827.937500 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -21827.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21846.308594 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -21846.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21893.052734 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -21893.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21939.416016 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -21939.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21958.251953 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -21958.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21965.900391 Penalty: 534.106018
	Iteration 12Q: 3 clusters Score -21965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21972.964844 Penalty: 534.106018
	Iteration 13Q: 3 clusters Score -21972.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21973.355469 Penalty: 534.106018
	Iteration 14Q: 3 clusters Score -21973.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21973.355469 Penalty: 534.106018
	Iteration 15F: 3 clusters Score -21973.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 136 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303576.000000 Penalty: 51144.671875
Splitting cluster 55 changes total score from -53304020.000000 to -53303576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -36568.074219 Penalty: 291.362610
	Iteration 0F: 2 clusters Score -36568.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36013.660156 Penalty: 582.725220
	Iteration 0F: 3 clusters Score -36013.66 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36227.992188 Penalty: 582.725220
	Iteration 1F: 3 clusters Score -36227.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36322.457031 Penalty: 582.725220
	Iteration 2F: 3 clusters Score -36322.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36375.003906 Penalty: 582.725220
	Iteration 3F: 3 clusters Score -36375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36421.179688 Penalty: 582.725220
	Iteration 4Q: 3 clusters Score -36421.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36455.031250 Penalty: 582.725220
	Iteration 5Q: 3 clusters Score -36455.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36471.531250 Penalty: 582.725220
	Iteration 6Q: 3 clusters Score -36471.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36478.457031 Penalty: 582.725220
	Iteration 7Q: 3 clusters Score -36478.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36481.492188 Penalty: 582.725220
	Iteration 8Q: 3 clusters Score -36481.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36482.761719 Penalty: 582.725220
	Iteration 9Q: 3 clusters Score -36482.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36485.539062 Penalty: 582.725220
	Iteration 10Q: 3 clusters Score -36485.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36487.285156 Penalty: 582.725220
	Iteration 11Q: 3 clusters Score -36487.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36488.113281 Penalty: 582.725220
	Iteration 12Q: 3 clusters Score -36488.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36488.320312 Penalty: 582.725220
	Iteration 13Q: 3 clusters Score -36488.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36488.882812 Penalty: 582.725220
	Iteration 14Q: 3 clusters Score -36488.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36489.562500 Penalty: 582.725220
	Iteration 15Q: 3 clusters Score -36489.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36489.480469 Penalty: 582.725220
	Iteration 16Q: 3 clusters Score -36489.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36491.464844 Penalty: 582.725220
	Iteration 17F: 3 clusters Score -36491.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36494.109375 Penalty: 582.725220
	Iteration 18Q: 3 clusters Score -36494.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36494.109375 Penalty: 582.725220
	Iteration 19F: 3 clusters Score -36494.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -50962.605469 Penalty: 302.646515
	Iteration 0F: 2 clusters Score -50962.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50272.457031 Penalty: 605.293030
	Iteration 0F: 3 clusters Score -50272.46 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50455.035156 Penalty: 605.293030
	Iteration 1F: 3 clusters Score -50455.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50488.164062 Penalty: 605.293030
	Iteration 2F: 3 clusters Score -50488.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50510.417969 Penalty: 605.293030
	Iteration 3Q: 3 clusters Score -50510.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50532.527344 Penalty: 605.293030
	Iteration 4Q: 3 clusters Score -50532.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50555.328125 Penalty: 605.293030
	Iteration 5Q: 3 clusters Score -50555.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50580.570312 Penalty: 605.293030
	Iteration 6Q: 3 clusters Score -50580.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50605.839844 Penalty: 605.293030
	Iteration 7Q: 3 clusters Score -50605.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50629.960938 Penalty: 605.293030
	Iteration 8Q: 3 clusters Score -50629.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50646.734375 Penalty: 605.293030
	Iteration 9Q: 3 clusters Score -50646.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50657.488281 Penalty: 605.293030
	Iteration 10Q: 3 clusters Score -50657.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50668.007812 Penalty: 605.293030
	Iteration 11Q: 3 clusters Score -50668.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50677.937500 Penalty: 605.293030
	Iteration 12Q: 3 clusters Score -50677.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50685.886719 Penalty: 605.293030
	Iteration 13Q: 3 clusters Score -50685.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50691.042969 Penalty: 605.293030
	Iteration 14Q: 3 clusters Score -50691.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50693.996094 Penalty: 605.293030
	Iteration 15Q: 3 clusters Score -50694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50697.093750 Penalty: 605.293030
	Iteration 16Q: 3 clusters Score -50697.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50697.472656 Penalty: 605.293030
	Iteration 17Q: 3 clusters Score -50697.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50697.472656 Penalty: 605.293030
	Iteration 18F: 3 clusters Score -50697.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8997.611328 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8997.611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8758.416016 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -8758.416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8918.355469 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -8918.355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8954.107422 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -8954.107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8990.630859 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -8990.631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9016.844727 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -9016.845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9034.974609 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -9034.975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9053.237305 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -9053.237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9066.631836 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -9066.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9067.851562 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -9067.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9067.851562 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -9067.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 76 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 92 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303632.000000 Penalty: 51144.671875
Splitting cluster 58 changes total score from -53304020.000000 to -53303632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -96334.523438 Penalty: 333.443909
	Iteration 0F: 2 clusters Score -96334.52 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 804 members 
Entering Unmasked Estep 
Score: -95223.304688 Penalty: 666.887817
	Iteration 0F: 3 clusters Score -95223.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -95801.101562 Penalty: 666.887817
	Iteration 1F: 3 clusters Score -95801.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -95979.843750 Penalty: 666.887817
	Iteration 2F: 3 clusters Score -95979.84 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96109.351562 Penalty: 666.887817
	Iteration 3F: 3 clusters Score -96109.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -96209.000000 Penalty: 666.887817
	Iteration 4F: 3 clusters Score -96209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -96262.062500 Penalty: 666.887817
	Iteration 5Q: 3 clusters Score -96262.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -96292.664062 Penalty: 666.887817
	Iteration 6Q: 3 clusters Score -96292.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -96320.132812 Penalty: 666.887817
	Iteration 7Q: 3 clusters Score -96320.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96346.054688 Penalty: 666.887817
	Iteration 8Q: 3 clusters Score -96346.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -96368.296875 Penalty: 666.887817
	Iteration 9Q: 3 clusters Score -96368.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -96380.000000 Penalty: 666.887817
	Iteration 10Q: 3 clusters Score -96380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -96387.148438 Penalty: 666.887817
	Iteration 11Q: 3 clusters Score -96387.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -96393.289062 Penalty: 666.887817
	Iteration 12Q: 3 clusters Score -96393.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -96395.929688 Penalty: 666.887817
	Iteration 13Q: 3 clusters Score -96395.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -96398.703125 Penalty: 666.887817
	Iteration 14Q: 3 clusters Score -96398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -96400.812500 Penalty: 666.887817
	Iteration 15Q: 3 clusters Score -96400.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -96403.390625 Penalty: 666.887817
	Iteration 16Q: 3 clusters Score -96403.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -96403.585938 Penalty: 666.887817
	Iteration 17Q: 3 clusters Score -96403.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -96404.492188 Penalty: 666.887817
	Iteration 18Q: 3 clusters Score -96404.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -96405.031250 Penalty: 666.887817
	Iteration 19Q: 3 clusters Score -96405.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96405.195312 Penalty: 666.887817
	Iteration 20F: 3 clusters Score -96405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 531 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303724.000000 Penalty: 51144.671875
Splitting cluster 59 changes total score from -53304020.000000 to -53303724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -2267.482422 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -2267.482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2047.865601 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -2047.866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2105.881348 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -2105.881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2140.876221 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -2140.876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2151.176514 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -2151.177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2164.295898 Penalty: 449.037140
	Iteration 4F: 3 clusters Score -2164.296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2181.666504 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -2181.667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2183.478027 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -2183.478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2183.478027 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -2183.478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -15544.045898 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -15544.05 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 135 members 
Entering Unmasked Estep 
Score: -15198.333984 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -15198.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15274.896484 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -15274.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15312.256836 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -15312.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15340.831055 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -15340.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15348.305664 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -15348.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15350.477539 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -15350.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15350.477539 Penalty: 503.538452
	Iteration 6F: 3 clusters Score -15350.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -7955.005371 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -7955.005 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 70 members 
Entering Unmasked Estep 
Score: -7760.520508 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -7760.521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7872.791992 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -7872.792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7918.942871 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -7918.943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7950.208496 Penalty: 450.337158
	Iteration 3F: 3 clusters Score -7950.208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7963.029785 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -7963.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7977.146484 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -7977.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7995.415039 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -7995.415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7995.415039 Penalty: 450.337158
	Iteration 7F: 3 clusters Score -7995.415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 61 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 80 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303540.000000 Penalty: 51144.671875
Splitting cluster 62 changes total score from -53304020.000000 to -53303540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -11311.873047 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -11311.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10985.354492 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -10985.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11161.862305 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -11161.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11245.666992 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -11245.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11268.516602 Penalty: 510.127991
	Iteration 3F: 3 clusters Score -11268.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11300.727539 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -11300.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11327.619141 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -11327.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11339.767578 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -11339.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11343.685547 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -11343.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11347.040039 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -11347.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11355.672852 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -11355.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11358.908203 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -11358.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11360.137695 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -11360.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11361.601562 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -11361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11361.601562 Penalty: 510.127991
	Iteration 13F: 3 clusters Score -11361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 123 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 149 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303580.000000 Penalty: 51144.671875
Splitting cluster 63 changes total score from -53304020.000000 to -53303580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3380.029785 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3380.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3236.857910 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3236.858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -3257.949707 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3257.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -17849.876953 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -17849.88 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 131 members 
Entering Unmasked Estep 
Score: -17501.031250 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -17501.03 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17568.410156 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -17568.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17585.933594 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -17585.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17597.160156 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -17597.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17601.410156 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -17601.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17603.439453 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -17603.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17603.439453 Penalty: 506.371338
	Iteration 6F: 3 clusters Score -17603.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -59800.093750 Penalty: 312.823059
	Iteration 0F: 2 clusters Score -59800.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -59041.125000 Penalty: 625.646118
	Iteration 0F: 3 clusters Score -59041.12 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -59391.511719 Penalty: 625.646118
	Iteration 1F: 3 clusters Score -59391.51 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59516.128906 Penalty: 625.646118
	Iteration 2F: 3 clusters Score -59516.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59596.851562 Penalty: 625.646118
	Iteration 3F: 3 clusters Score -59596.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59647.804688 Penalty: 625.646118
	Iteration 4Q: 3 clusters Score -59647.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59704.746094 Penalty: 625.646118
	Iteration 5Q: 3 clusters Score -59704.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59753.234375 Penalty: 625.646118
	Iteration 6Q: 3 clusters Score -59753.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59817.433594 Penalty: 625.646118
	Iteration 7Q: 3 clusters Score -59817.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -59837.527344 Penalty: 625.646118
	Iteration 8Q: 3 clusters Score -59837.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -59854.773438 Penalty: 625.646118
	Iteration 9Q: 3 clusters Score -59854.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59857.828125 Penalty: 625.646118
	Iteration 10Q: 3 clusters Score -59857.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -59858.816406 Penalty: 625.646118
	Iteration 11Q: 3 clusters Score -59858.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -59859.937500 Penalty: 625.646118
	Iteration 12Q: 3 clusters Score -59859.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59860.484375 Penalty: 625.646118
	Iteration 13Q: 3 clusters Score -59860.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -59861.839844 Penalty: 625.646118
	Iteration 14Q: 3 clusters Score -59861.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -59862.457031 Penalty: 625.646118
	Iteration 15Q: 3 clusters Score -59862.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59862.578125 Penalty: 625.646118
	Iteration 16Q: 3 clusters Score -59862.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -59862.781250 Penalty: 625.646118
	Iteration 17Q: 3 clusters Score -59862.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59863.101562 Penalty: 625.646118
	Iteration 18Q: 3 clusters Score -59863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -59863.375000 Penalty: 625.646118
	Iteration 19Q: 3 clusters Score -59863.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59865.347656 Penalty: 625.646118
	Iteration 20F: 3 clusters Score -59865.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 232 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 79 contains 736 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303672.000000 Penalty: 51144.671875
Splitting cluster 66 changes total score from -53304020.000000 to -53303672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6041.527344 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6041.527 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 71 members 
Entering Unmasked Estep 
Score: -5828.412109 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -5828.412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5896.209961 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -5896.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5920.840332 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -5920.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5933.082031 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -5933.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5936.227051 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -5936.227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5938.601074 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -5938.601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5944.874023 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -5944.874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5946.001465 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -5946.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5946.624512 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -5946.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5946.624512 Penalty: 442.945648
	Iteration 9F: 3 clusters Score -5946.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Entering Unmasked Estep 
Score: -308485.625000 Penalty: 387.386475
	Iteration 0F: 2 clusters Score -308485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -305080.343750 Penalty: 774.772949
	Iteration 0F: 3 clusters Score -305080.3 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -306425.093750 Penalty: 774.772949
	Iteration 1F: 3 clusters Score -306425.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -306660.218750 Penalty: 774.772949
	Iteration 2F: 3 clusters Score -306660.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -306902.843750 Penalty: 774.772949
	Iteration 3F: 3 clusters Score -306902.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -307239.250000 Penalty: 774.772949
	Iteration 4F: 3 clusters Score -307239.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -307496.156250 Penalty: 774.772949
	Iteration 5F: 3 clusters Score -307496.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -307637.968750 Penalty: 774.772949
	Iteration 6F: 3 clusters Score -307638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -307696.187500 Penalty: 774.772949
	Iteration 7Q: 3 clusters Score -307696.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -307710.156250 Penalty: 774.772949
	Iteration 8Q: 3 clusters Score -307710.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -307717.531250 Penalty: 774.772949
	Iteration 9Q: 3 clusters Score -307717.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -307720.125000 Penalty: 774.772949
	Iteration 10Q: 3 clusters Score -307720.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -307723.906250 Penalty: 774.772949
	Iteration 11Q: 3 clusters Score -307723.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -307728.718750 Penalty: 774.772949
	Iteration 12Q: 3 clusters Score -307728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -307732.781250 Penalty: 774.772949
	Iteration 13Q: 3 clusters Score -307732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -307735.875000 Penalty: 774.772949
	Iteration 14Q: 3 clusters Score -307735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -307737.218750 Penalty: 774.772949
	Iteration 15Q: 3 clusters Score -307737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -307738.625000 Penalty: 774.772949
	Iteration 16Q: 3 clusters Score -307738.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -307741.750000 Penalty: 774.772949
	Iteration 17Q: 3 clusters Score -307741.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -307744.687500 Penalty: 774.772949
	Iteration 18Q: 3 clusters Score -307744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -307747.125000 Penalty: 774.772949
	Iteration 19Q: 3 clusters Score -307747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -307751.750000 Penalty: 774.772949
	Iteration 20F: 3 clusters Score -307751.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -307757.281250 Penalty: 774.772949
	Iteration 21Q: 3 clusters Score -307757.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -307763.281250 Penalty: 774.772949
	Iteration 22Q: 3 clusters Score -307763.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -307770.937500 Penalty: 774.772949
	Iteration 23Q: 3 clusters Score -307770.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -307776.875000 Penalty: 774.772949
	Iteration 24Q: 3 clusters Score -307776.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -307783.375000 Penalty: 774.772949
	Iteration 25Q: 3 clusters Score -307783.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -307790.500000 Penalty: 774.772949
	Iteration 26Q: 3 clusters Score -307790.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -307801.062500 Penalty: 774.772949
	Iteration 27Q: 3 clusters Score -307801.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -307807.593750 Penalty: 774.772949
	Iteration 28Q: 3 clusters Score -307807.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -307813.968750 Penalty: 774.772949
	Iteration 29Q: 3 clusters Score -307814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -307818.250000 Penalty: 774.772949
	Iteration 30Q: 3 clusters Score -307818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -307823.687500 Penalty: 774.772949
	Iteration 31Q: 3 clusters Score -307823.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -307830.718750 Penalty: 774.772949
	Iteration 32Q: 3 clusters Score -307830.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -307840.031250 Penalty: 774.772949
	Iteration 33Q: 3 clusters Score -307840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -307847.125000 Penalty: 774.772949
	Iteration 34Q: 3 clusters Score -307847.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -307855.281250 Penalty: 774.772949
	Iteration 35Q: 3 clusters Score -307855.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -307861.968750 Penalty: 774.772949
	Iteration 36Q: 3 clusters Score -307862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -307868.125000 Penalty: 774.772949
	Iteration 37Q: 3 clusters Score -307868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -307873.406250 Penalty: 774.772949
	Iteration 38Q: 3 clusters Score -307873.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -307876.500000 Penalty: 774.772949
	Iteration 39Q: 3 clusters Score -307876.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -307880.062500 Penalty: 774.772949
	Iteration 40F: 3 clusters Score -307880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -307883.656250 Penalty: 774.772949
	Iteration 41Q: 3 clusters Score -307883.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -307888.250000 Penalty: 774.772949
	Iteration 42Q: 3 clusters Score -307888.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -307892.468750 Penalty: 774.772949
	Iteration 43Q: 3 clusters Score -307892.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -307899.937500 Penalty: 774.772949
	Iteration 44Q: 3 clusters Score -307899.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -307907.781250 Penalty: 774.772949
	Iteration 45Q: 3 clusters Score -307907.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -307912.875000 Penalty: 774.772949
	Iteration 46Q: 3 clusters Score -307912.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -307917.625000 Penalty: 774.772949
	Iteration 47Q: 3 clusters Score -307917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -307920.843750 Penalty: 774.772949
	Iteration 48Q: 3 clusters Score -307920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -307924.593750 Penalty: 774.772949
	Iteration 49Q: 3 clusters Score -307924.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -307928.187500 Penalty: 774.772949
	Iteration 50Q: 3 clusters Score -307928.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -307931.000000 Penalty: 774.772949
	Iteration 51Q: 3 clusters Score -307931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -307934.218750 Penalty: 774.772949
	Iteration 52Q: 3 clusters Score -307934.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -307943.187500 Penalty: 774.772949
	Iteration 53Q: 3 clusters Score -307943.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -307949.250000 Penalty: 774.772949
	Iteration 54Q: 3 clusters Score -307949.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -307957.343750 Penalty: 774.772949
	Iteration 55Q: 3 clusters Score -307957.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -307966.750000 Penalty: 774.772949
	Iteration 56Q: 3 clusters Score -307966.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -307975.656250 Penalty: 774.772949
	Iteration 57Q: 3 clusters Score -307975.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -307986.531250 Penalty: 774.772949
	Iteration 58Q: 3 clusters Score -307986.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -307995.187500 Penalty: 774.772949
	Iteration 59Q: 3 clusters Score -307995.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -308001.875000 Penalty: 774.772949
	Iteration 60F: 3 clusters Score -308001.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -308007.531250 Penalty: 774.772949
	Iteration 61Q: 3 clusters Score -308007.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -308016.875000 Penalty: 774.772949
	Iteration 62Q: 3 clusters Score -308016.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -308028.843750 Penalty: 774.772949
	Iteration 63Q: 3 clusters Score -308028.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -308042.156250 Penalty: 774.772949
	Iteration 64Q: 3 clusters Score -308042.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -308049.437500 Penalty: 774.772949
	Iteration 65Q: 3 clusters Score -308049.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -308058.968750 Penalty: 774.772949
	Iteration 66Q: 3 clusters Score -308059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -308065.406250 Penalty: 774.772949
	Iteration 67Q: 3 clusters Score -308065.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -308071.750000 Penalty: 774.772949
	Iteration 68Q: 3 clusters Score -308071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -308076.218750 Penalty: 774.772949
	Iteration 69Q: 3 clusters Score -308076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -308085.218750 Penalty: 774.772949
	Iteration 70Q: 3 clusters Score -308085.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -308090.968750 Penalty: 774.772949
	Iteration 71Q: 3 clusters Score -308091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -308098.593750 Penalty: 774.772949
	Iteration 72Q: 3 clusters Score -308098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -308107.937500 Penalty: 774.772949
	Iteration 73Q: 3 clusters Score -308107.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -308115.156250 Penalty: 774.772949
	Iteration 74Q: 3 clusters Score -308115.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -308119.718750 Penalty: 774.772949
	Iteration 75Q: 3 clusters Score -308119.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -308123.656250 Penalty: 774.772949
	Iteration 76Q: 3 clusters Score -308123.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -308129.000000 Penalty: 774.772949
	Iteration 77Q: 3 clusters Score -308129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -308134.937500 Penalty: 774.772949
	Iteration 78Q: 3 clusters Score -308134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -308139.000000 Penalty: 774.772949
	Iteration 79Q: 3 clusters Score -308139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -308142.437500 Penalty: 774.772949
	Iteration 80F: 3 clusters Score -308142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -308146.687500 Penalty: 774.772949
	Iteration 81Q: 3 clusters Score -308146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -308151.343750 Penalty: 774.772949
	Iteration 82Q: 3 clusters Score -308151.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -308156.406250 Penalty: 774.772949
	Iteration 83Q: 3 clusters Score -308156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -308160.343750 Penalty: 774.772949
	Iteration 84Q: 3 clusters Score -308160.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -308165.531250 Penalty: 774.772949
	Iteration 85Q: 3 clusters Score -308165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -308174.500000 Penalty: 774.772949
	Iteration 86Q: 3 clusters Score -308174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -308179.218750 Penalty: 774.772949
	Iteration 87Q: 3 clusters Score -308179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -308181.218750 Penalty: 774.772949
	Iteration 88Q: 3 clusters Score -308181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -308185.468750 Penalty: 774.772949
	Iteration 89Q: 3 clusters Score -308185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -308189.875000 Penalty: 774.772949
	Iteration 90Q: 3 clusters Score -308189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -308193.093750 Penalty: 774.772949
	Iteration 91Q: 3 clusters Score -308193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -308197.750000 Penalty: 774.772949
	Iteration 92Q: 3 clusters Score -308197.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -308199.875000 Penalty: 774.772949
	Iteration 93Q: 3 clusters Score -308199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -308200.093750 Penalty: 774.772949
	Iteration 94Q: 3 clusters Score -308200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -308201.156250 Penalty: 774.772949
	Iteration 95Q: 3 clusters Score -308201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -308201.875000 Penalty: 774.772949
	Iteration 96Q: 3 clusters Score -308201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -308201.875000 Penalty: 774.772949
	Iteration 97F: 3 clusters Score -308201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5064.240234 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -5064.24 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 56 members 
Entering Unmasked Estep 
Score: -4907.156738 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -4907.157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4970.620117 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -4970.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4995.825195 Penalty: 420.872528
	Iteration 2F: 3 clusters Score -4995.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5000.187012 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -5000.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5001.545898 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -5001.546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5001.545898 Penalty: 420.872528
	Iteration 5F: 3 clusters Score -5001.546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -3355.437500 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -3355.438 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: -3235.460205 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -3235.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3275.185791 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -3275.186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3284.482666 Penalty: 366.306976
	Iteration 2Q: 3 clusters Score -3284.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3289.977539 Penalty: 366.306976
	Iteration 3Q: 3 clusters Score -3289.978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3289.977539 Penalty: 366.306976
	Iteration 4F: 3 clusters Score -3289.978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -27758.470703 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -27758.47 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 230 members 
Entering Unmasked Estep 
Score: -27289.958984 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -27289.96 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27412.009766 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -27412.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27449.671875 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -27449.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27480.539062 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -27480.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27493.351562 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -27493.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27501.550781 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -27501.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27504.125000 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -27504.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27506.630859 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -27506.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27509.835938 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -27509.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27512.664062 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -27512.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27514.041016 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -27514.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27514.841797 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -27514.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27516.410156 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -27516.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27517.720703 Penalty: 555.739075
	Iteration 13Q: 3 clusters Score -27517.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27517.855469 Penalty: 555.739075
	Iteration 14Q: 3 clusters Score -27517.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27518.294922 Penalty: 555.739075
	Iteration 15Q: 3 clusters Score -27518.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27519.585938 Penalty: 555.739075
	Iteration 16Q: 3 clusters Score -27519.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27521.845703 Penalty: 555.739075
	Iteration 17Q: 3 clusters Score -27521.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27524.408203 Penalty: 555.739075
	Iteration 18Q: 3 clusters Score -27524.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27530.601562 Penalty: 555.739075
	Iteration 19Q: 3 clusters Score -27530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27544.529297 Penalty: 555.739075
	Iteration 20F: 3 clusters Score -27544.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27551.486328 Penalty: 555.739075
	Iteration 21Q: 3 clusters Score -27551.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27563.939453 Penalty: 555.739075
	Iteration 22Q: 3 clusters Score -27563.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27574.388672 Penalty: 555.739075
	Iteration 23Q: 3 clusters Score -27574.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27582.435547 Penalty: 555.739075
	Iteration 24Q: 3 clusters Score -27582.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -27588.755859 Penalty: 555.739075
	Iteration 25Q: 3 clusters Score -27588.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -27590.193359 Penalty: 555.739075
	Iteration 26Q: 3 clusters Score -27590.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27592.667969 Penalty: 555.739075
	Iteration 27Q: 3 clusters Score -27592.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -27594.326172 Penalty: 555.739075
	Iteration 28Q: 3 clusters Score -27594.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27596.058594 Penalty: 555.739075
	Iteration 29Q: 3 clusters Score -27596.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27599.750000 Penalty: 555.739075
	Iteration 30Q: 3 clusters Score -27599.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27606.201172 Penalty: 555.739075
	Iteration 31Q: 3 clusters Score -27606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27611.726562 Penalty: 555.739075
	Iteration 32Q: 3 clusters Score -27611.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27615.185547 Penalty: 555.739075
	Iteration 33Q: 3 clusters Score -27615.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27615.687500 Penalty: 555.739075
	Iteration 34Q: 3 clusters Score -27615.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27617.283203 Penalty: 555.739075
	Iteration 35Q: 3 clusters Score -27617.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27617.642578 Penalty: 555.739075
	Iteration 36Q: 3 clusters Score -27617.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27617.642578 Penalty: 555.739075
	Iteration 37F: 3 clusters Score -27617.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (92668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Entering Unmasked Estep 
Score: -5677290.500000 Penalty: 520.373413
	Iteration 0F: 2 clusters Score -5677290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5614927.500000 Penalty: 1040.746826
	Iteration 0F: 3 clusters Score -5614928 nChanged 45271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5642145.000000 Penalty: 1040.746826
	Iteration 1F: 3 clusters Score -5642145 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5643416.000000 Penalty: 1040.746826
	Iteration 2Q: 3 clusters Score -5643416 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5645448.500000 Penalty: 1040.746826
	Iteration 3Q: 3 clusters Score -5645448 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5648945.000000 Penalty: 1040.746826
	Iteration 4F: 3 clusters Score -5648945 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -5654357.500000 Penalty: 1040.746826
	Iteration 5F: 3 clusters Score -5654358 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -5660794.500000 Penalty: 1040.746826
	Iteration 6F: 3 clusters Score -5660794 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5665986.500000 Penalty: 1040.746826
	Iteration 7F: 3 clusters Score -5665986 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5668831.500000 Penalty: 1040.746826
	Iteration 8Q: 3 clusters Score -5668832 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -5670383.500000 Penalty: 1040.746826
	Iteration 9Q: 3 clusters Score -5670384 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -5671663.000000 Penalty: 1040.746826
	Iteration 10Q: 3 clusters Score -5671663 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5672768.000000 Penalty: 1040.746826
	Iteration 11Q: 3 clusters Score -5672768 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5673797.500000 Penalty: 1040.746826
	Iteration 12Q: 3 clusters Score -5673798 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5674614.500000 Penalty: 1040.746826
	Iteration 13Q: 3 clusters Score -5674614 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -5675187.500000 Penalty: 1040.746826
	Iteration 14Q: 3 clusters Score -5675188 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -5675602.500000 Penalty: 1040.746826
	Iteration 15Q: 3 clusters Score -5675602 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5675858.500000 Penalty: 1040.746826
	Iteration 16Q: 3 clusters Score -5675858 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5676096.000000 Penalty: 1040.746826
	Iteration 17Q: 3 clusters Score -5676096 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5676227.000000 Penalty: 1040.746826
	Iteration 18Q: 3 clusters Score -5676227 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5676296.000000 Penalty: 1040.746826
	Iteration 19Q: 3 clusters Score -5676296 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5676360.500000 Penalty: 1040.746826
	Iteration 20F: 3 clusters Score -5676360 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -5676380.000000 Penalty: 1040.746826
	Iteration 21Q: 3 clusters Score -5676380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5676417.500000 Penalty: 1040.746826
	Iteration 22Q: 3 clusters Score -5676418 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -5676447.000000 Penalty: 1040.746826
	Iteration 23Q: 3 clusters Score -5676447 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5676434.000000 Penalty: 1040.746826
	Iteration 24Q: 3 clusters Score -5676434 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79017 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5676476.000000 Penalty: 1040.746826
	Iteration 25Q: 3 clusters Score -5676476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5676520.000000 Penalty: 1040.746826
	Iteration 26Q: 3 clusters Score -5676520 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -5676558.000000 Penalty: 1040.746826
	Iteration 27Q: 3 clusters Score -5676558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -5676551.000000 Penalty: 1040.746826
	Iteration 28Q: 3 clusters Score -5676551 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -5676566.000000 Penalty: 1040.746826
	Iteration 29Q: 3 clusters Score -5676566 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -5676605.500000 Penalty: 1040.746826
	Iteration 30Q: 3 clusters Score -5676606 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5676618.500000 Penalty: 1040.746826
	Iteration 31Q: 3 clusters Score -5676618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5676626.500000 Penalty: 1040.746826
	Iteration 32Q: 3 clusters Score -5676626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -5676651.000000 Penalty: 1040.746826
	Iteration 33Q: 3 clusters Score -5676651 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5676672.000000 Penalty: 1040.746826
	Iteration 34Q: 3 clusters Score -5676672 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -5676695.000000 Penalty: 1040.746826
	Iteration 35Q: 3 clusters Score -5676695 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5676708.500000 Penalty: 1040.746826
	Iteration 36Q: 3 clusters Score -5676708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5676729.000000 Penalty: 1040.746826
	Iteration 37Q: 3 clusters Score -5676729 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -5676757.000000 Penalty: 1040.746826
	Iteration 38Q: 3 clusters Score -5676757 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5676780.000000 Penalty: 1040.746826
	Iteration 39Q: 3 clusters Score -5676780 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5676782.500000 Penalty: 1040.746826
	Iteration 40F: 3 clusters Score -5676782 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -5676781.500000 Penalty: 1040.746826
	Iteration 41Q: 3 clusters Score -5676782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -5676808.500000 Penalty: 1040.746826
	Iteration 42Q: 3 clusters Score -5676808 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -5676829.500000 Penalty: 1040.746826
	Iteration 43Q: 3 clusters Score -5676830 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -5676838.000000 Penalty: 1040.746826
	Iteration 44Q: 3 clusters Score -5676838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -5676829.000000 Penalty: 1040.746826
	Iteration 45Q: 3 clusters Score -5676829 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -5676835.500000 Penalty: 1040.746826
	Iteration 46Q: 3 clusters Score -5676836 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -5676856.500000 Penalty: 1040.746826
	Iteration 47Q: 3 clusters Score -5676856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -5676850.500000 Penalty: 1040.746826
	Iteration 48Q: 3 clusters Score -5676850 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -5676847.000000 Penalty: 1040.746826
	Iteration 49Q: 3 clusters Score -5676847 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -5676862.500000 Penalty: 1040.746826
	Iteration 50Q: 3 clusters Score -5676862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5676883.000000 Penalty: 1040.746826
	Iteration 51Q: 3 clusters Score -5676883 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5676887.000000 Penalty: 1040.746826
	Iteration 52Q: 3 clusters Score -5676887 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5676905.500000 Penalty: 1040.746826
	Iteration 53Q: 3 clusters Score -5676906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -5676915.500000 Penalty: 1040.746826
	Iteration 54Q: 3 clusters Score -5676916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5676909.500000 Penalty: 1040.746826
	Iteration 55Q: 3 clusters Score -5676910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85494 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -5676922.000000 Penalty: 1040.746826
	Iteration 56Q: 3 clusters Score -5676922 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5676934.500000 Penalty: 1040.746826
	Iteration 57Q: 3 clusters Score -5676934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -5676934.000000 Penalty: 1040.746826
	Iteration 58Q: 3 clusters Score -5676934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -5676924.500000 Penalty: 1040.746826
	Iteration 59Q: 3 clusters Score -5676924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5676938.500000 Penalty: 1040.746826
	Iteration 60F: 3 clusters Score -5676938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -5676943.500000 Penalty: 1040.746826
	Iteration 61Q: 3 clusters Score -5676944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5676959.500000 Penalty: 1040.746826
	Iteration 62Q: 3 clusters Score -5676960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5676973.500000 Penalty: 1040.746826
	Iteration 63Q: 3 clusters Score -5676974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5676979.000000 Penalty: 1040.746826
	Iteration 64Q: 3 clusters Score -5676979 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5676982.500000 Penalty: 1040.746826
	Iteration 65Q: 3 clusters Score -5676982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5676975.500000 Penalty: 1040.746826
	Iteration 66Q: 3 clusters Score -5676976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -5677005.500000 Penalty: 1040.746826
	Iteration 67Q: 3 clusters Score -5677006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5677021.500000 Penalty: 1040.746826
	Iteration 68Q: 3 clusters Score -5677022 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5677030.000000 Penalty: 1040.746826
	Iteration 69Q: 3 clusters Score -5677030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5677023.500000 Penalty: 1040.746826
	Iteration 70Q: 3 clusters Score -5677024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5677035.000000 Penalty: 1040.746826
	Iteration 71Q: 3 clusters Score -5677035 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5677054.000000 Penalty: 1040.746826
	Iteration 72Q: 3 clusters Score -5677054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5677064.000000 Penalty: 1040.746826
	Iteration 73Q: 3 clusters Score -5677064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5677088.500000 Penalty: 1040.746826
	Iteration 74Q: 3 clusters Score -5677088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5677109.000000 Penalty: 1040.746826
	Iteration 75Q: 3 clusters Score -5677109 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5677112.000000 Penalty: 1040.746826
	Iteration 76Q: 3 clusters Score -5677112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5677112.500000 Penalty: 1040.746826
	Iteration 77Q: 3 clusters Score -5677112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5677117.000000 Penalty: 1040.746826
	Iteration 78Q: 3 clusters Score -5677117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88497 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -5677120.000000 Penalty: 1040.746826
	Iteration 79Q: 3 clusters Score -5677120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5677115.500000 Penalty: 1040.746826
	Iteration 80F: 3 clusters Score -5677116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5677108.000000 Penalty: 1040.746826
	Iteration 81Q: 3 clusters Score -5677108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5677102.000000 Penalty: 1040.746826
	Iteration 82Q: 3 clusters Score -5677102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5677102.000000 Penalty: 1040.746826
	Iteration 83Q: 3 clusters Score -5677102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5677097.500000 Penalty: 1040.746826
	Iteration 84Q: 3 clusters Score -5677098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5677105.500000 Penalty: 1040.746826
	Iteration 85Q: 3 clusters Score -5677106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5677102.500000 Penalty: 1040.746826
	Iteration 86Q: 3 clusters Score -5677102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5677093.500000 Penalty: 1040.746826
	Iteration 87Q: 3 clusters Score -5677094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5677096.000000 Penalty: 1040.746826
	Iteration 88Q: 3 clusters Score -5677096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5677102.000000 Penalty: 1040.746826
	Iteration 89Q: 3 clusters Score -5677102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5677096.500000 Penalty: 1040.746826
	Iteration 90Q: 3 clusters Score -5677096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5677100.500000 Penalty: 1040.746826
	Iteration 91Q: 3 clusters Score -5677100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5677080.500000 Penalty: 1040.746826
	Iteration 92Q: 3 clusters Score -5677080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5677081.500000 Penalty: 1040.746826
	Iteration 93Q: 3 clusters Score -5677082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5677081.500000 Penalty: 1040.746826
	Iteration 94Q: 3 clusters Score -5677082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5677081.500000 Penalty: 1040.746826
	Iteration 95Q: 3 clusters Score -5677082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5677083.500000 Penalty: 1040.746826
	Iteration 96Q: 3 clusters Score -5677084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5677090.000000 Penalty: 1040.746826
	Iteration 97Q: 3 clusters Score -5677090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5677081.500000 Penalty: 1040.746826
	Iteration 98Q: 3 clusters Score -5677082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5677079.500000 Penalty: 1040.746826
	Iteration 99Q: 3 clusters Score -5677080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5677079.000000 Penalty: 1040.746826
	Iteration 100F: 3 clusters Score -5677079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5677088.000000 Penalty: 1040.746826
	Iteration 101Q: 3 clusters Score -5677088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5677079.500000 Penalty: 1040.746826
	Iteration 102Q: 3 clusters Score -5677080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5677076.500000 Penalty: 1040.746826
	Iteration 103Q: 3 clusters Score -5677076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5677073.000000 Penalty: 1040.746826
	Iteration 104Q: 3 clusters Score -5677073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5677071.000000 Penalty: 1040.746826
	Iteration 105Q: 3 clusters Score -5677071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5677062.000000 Penalty: 1040.746826
	Iteration 106Q: 3 clusters Score -5677062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5677061.000000 Penalty: 1040.746826
	Iteration 107Q: 3 clusters Score -5677061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5677060.500000 Penalty: 1040.746826
	Iteration 108Q: 3 clusters Score -5677060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5677060.500000 Penalty: 1040.746826
	Iteration 109Q: 3 clusters Score -5677060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5677057.000000 Penalty: 1040.746826
	Iteration 110Q: 3 clusters Score -5677057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5677052.500000 Penalty: 1040.746826
	Iteration 111Q: 3 clusters Score -5677052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5677057.500000 Penalty: 1040.746826
	Iteration 112Q: 3 clusters Score -5677058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5677053.500000 Penalty: 1040.746826
	Iteration 113Q: 3 clusters Score -5677054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5677058.500000 Penalty: 1040.746826
	Iteration 114Q: 3 clusters Score -5677058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5677055.500000 Penalty: 1040.746826
	Iteration 115Q: 3 clusters Score -5677056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5677055.000000 Penalty: 1040.746826
	Iteration 116Q: 3 clusters Score -5677055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5677050.500000 Penalty: 1040.746826
	Iteration 117Q: 3 clusters Score -5677050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5677052.500000 Penalty: 1040.746826
	Iteration 118Q: 3 clusters Score -5677052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5677047.000000 Penalty: 1040.746826
	Iteration 119Q: 3 clusters Score -5677047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5677047.000000 Penalty: 1040.746826
	Iteration 120F: 3 clusters Score -5677047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5677046.500000 Penalty: 1040.746826
	Iteration 121Q: 3 clusters Score -5677046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5677049.500000 Penalty: 1040.746826
	Iteration 122Q: 3 clusters Score -5677050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5677047.000000 Penalty: 1040.746826
	Iteration 123Q: 3 clusters Score -5677047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5677043.500000 Penalty: 1040.746826
	Iteration 124Q: 3 clusters Score -5677044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90360 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5677038.000000 Penalty: 1040.746826
	Iteration 125Q: 3 clusters Score -5677038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5677031.500000 Penalty: 1040.746826
	Iteration 126Q: 3 clusters Score -5677032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5677033.000000 Penalty: 1040.746826
	Iteration 127Q: 3 clusters Score -5677033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90382 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5677034.500000 Penalty: 1040.746826
	Iteration 128Q: 3 clusters Score -5677034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5677038.500000 Penalty: 1040.746826
	Iteration 129Q: 3 clusters Score -5677038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5677038.000000 Penalty: 1040.746826
	Iteration 130Q: 3 clusters Score -5677038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5677041.500000 Penalty: 1040.746826
	Iteration 131Q: 3 clusters Score -5677042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5677035.000000 Penalty: 1040.746826
	Iteration 132Q: 3 clusters Score -5677035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5677035.000000 Penalty: 1040.746826
	Iteration 133F: 3 clusters Score -5677035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -18391.007812 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -18391.01 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 151 members 
Entering Unmasked Estep 
Score: -18018.982422 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -18018.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18119.314453 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -18119.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18163.154297 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -18163.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18181.476562 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -18181.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18195.080078 Penalty: 516.895691
	Iteration 4Q: 3 clusters Score -18195.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18199.263672 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -18199.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18203.314453 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -18203.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18205.314453 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -18205.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18206.123047 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -18206.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18206.123047 Penalty: 516.895691
	Iteration 9F: 3 clusters Score -18206.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -5833.064941 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -5833.065 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 53 members 
Entering Unmasked Estep 
Score: -5635.594238 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -5635.594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5678.800293 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -5678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5714.236816 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -5714.237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5718.837891 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -5718.838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5718.837891 Penalty: 409.482697
	Iteration 4F: 3 clusters Score -5718.838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (85267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Entering Unmasked Estep 
Score: -5279190.000000 Penalty: 516.586182
	Iteration 0F: 2 clusters Score -5279190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -5222513.500000 Penalty: 1033.172363
	Iteration 0F: 3 clusters Score -5222514 nChanged 41838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5248379.000000 Penalty: 1033.172363
	Iteration 1F: 3 clusters Score -5248379 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5250772.000000 Penalty: 1033.172363
	Iteration 2F: 3 clusters Score -5250772 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5255237.000000 Penalty: 1033.172363
	Iteration 3F: 3 clusters Score -5255237 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -5261862.000000 Penalty: 1033.172363
	Iteration 4F: 3 clusters Score -5261862 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5267204.500000 Penalty: 1033.172363
	Iteration 5F: 3 clusters Score -5267204 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5269082.000000 Penalty: 1033.172363
	Iteration 6F: 3 clusters Score -5269082 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -5269835.000000 Penalty: 1033.172363
	Iteration 7Q: 3 clusters Score -5269835 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -5270335.500000 Penalty: 1033.172363
	Iteration 8Q: 3 clusters Score -5270336 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5270862.000000 Penalty: 1033.172363
	Iteration 9Q: 3 clusters Score -5270862 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -5271336.500000 Penalty: 1033.172363
	Iteration 10Q: 3 clusters Score -5271336 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5271833.000000 Penalty: 1033.172363
	Iteration 11Q: 3 clusters Score -5271833 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -5272287.500000 Penalty: 1033.172363
	Iteration 12Q: 3 clusters Score -5272288 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -5272581.000000 Penalty: 1033.172363
	Iteration 13Q: 3 clusters Score -5272581 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5272934.500000 Penalty: 1033.172363
	Iteration 14Q: 3 clusters Score -5272934 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -5273233.000000 Penalty: 1033.172363
	Iteration 15Q: 3 clusters Score -5273233 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -5273475.500000 Penalty: 1033.172363
	Iteration 16Q: 3 clusters Score -5273476 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -5273685.000000 Penalty: 1033.172363
	Iteration 17Q: 3 clusters Score -5273685 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5273836.000000 Penalty: 1033.172363
	Iteration 18Q: 3 clusters Score -5273836 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5273938.000000 Penalty: 1033.172363
	Iteration 19Q: 3 clusters Score -5273938 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -5274147.500000 Penalty: 1033.172363
	Iteration 20F: 3 clusters Score -5274148 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5274270.000000 Penalty: 1033.172363
	Iteration 21Q: 3 clusters Score -5274270 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5274337.000000 Penalty: 1033.172363
	Iteration 22Q: 3 clusters Score -5274337 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -5274418.000000 Penalty: 1033.172363
	Iteration 23Q: 3 clusters Score -5274418 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5274482.000000 Penalty: 1033.172363
	Iteration 24Q: 3 clusters Score -5274482 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5274491.500000 Penalty: 1033.172363
	Iteration 25Q: 3 clusters Score -5274492 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5274514.500000 Penalty: 1033.172363
	Iteration 26Q: 3 clusters Score -5274514 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5274515.000000 Penalty: 1033.172363
	Iteration 27Q: 3 clusters Score -5274515 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5274496.000000 Penalty: 1033.172363
	Iteration 28Q: 3 clusters Score -5274496 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -5274535.000000 Penalty: 1033.172363
	Iteration 29Q: 3 clusters Score -5274535 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5274528.000000 Penalty: 1033.172363
	Iteration 30Q: 3 clusters Score -5274528 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -5274576.000000 Penalty: 1033.172363
	Iteration 31Q: 3 clusters Score -5274576 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -5274560.500000 Penalty: 1033.172363
	Iteration 32Q: 3 clusters Score -5274560 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5274610.500000 Penalty: 1033.172363
	Iteration 33Q: 3 clusters Score -5274610 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5274614.000000 Penalty: 1033.172363
	Iteration 34Q: 3 clusters Score -5274614 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5274604.000000 Penalty: 1033.172363
	Iteration 35Q: 3 clusters Score -5274604 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5274617.000000 Penalty: 1033.172363
	Iteration 36Q: 3 clusters Score -5274617 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5274619.500000 Penalty: 1033.172363
	Iteration 37Q: 3 clusters Score -5274620 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -5274606.500000 Penalty: 1033.172363
	Iteration 38Q: 3 clusters Score -5274606 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -5274600.500000 Penalty: 1033.172363
	Iteration 39Q: 3 clusters Score -5274600 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -5274604.500000 Penalty: 1033.172363
	Iteration 40F: 3 clusters Score -5274604 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5274585.500000 Penalty: 1033.172363
	Iteration 41Q: 3 clusters Score -5274586 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -5274568.500000 Penalty: 1033.172363
	Iteration 42Q: 3 clusters Score -5274568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -5274560.500000 Penalty: 1033.172363
	Iteration 43Q: 3 clusters Score -5274560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5274551.500000 Penalty: 1033.172363
	Iteration 44Q: 3 clusters Score -5274552 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -5274544.000000 Penalty: 1033.172363
	Iteration 45Q: 3 clusters Score -5274544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -5274540.000000 Penalty: 1033.172363
	Iteration 46Q: 3 clusters Score -5274540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -5274538.500000 Penalty: 1033.172363
	Iteration 47Q: 3 clusters Score -5274538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5274536.000000 Penalty: 1033.172363
	Iteration 48Q: 3 clusters Score -5274536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5274535.000000 Penalty: 1033.172363
	Iteration 49Q: 3 clusters Score -5274535 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -5274545.500000 Penalty: 1033.172363
	Iteration 50Q: 3 clusters Score -5274546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5274563.000000 Penalty: 1033.172363
	Iteration 51Q: 3 clusters Score -5274563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5274555.000000 Penalty: 1033.172363
	Iteration 52Q: 3 clusters Score -5274555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5274555.000000 Penalty: 1033.172363
	Iteration 53Q: 3 clusters Score -5274555 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -5274552.000000 Penalty: 1033.172363
	Iteration 54Q: 3 clusters Score -5274552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -5274544.500000 Penalty: 1033.172363
	Iteration 55Q: 3 clusters Score -5274544 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -5274544.500000 Penalty: 1033.172363
	Iteration 56Q: 3 clusters Score -5274544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -5274546.500000 Penalty: 1033.172363
	Iteration 57Q: 3 clusters Score -5274546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -5274541.000000 Penalty: 1033.172363
	Iteration 58Q: 3 clusters Score -5274541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -5274552.000000 Penalty: 1033.172363
	Iteration 59Q: 3 clusters Score -5274552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5274550.500000 Penalty: 1033.172363
	Iteration 60F: 3 clusters Score -5274550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -5274544.500000 Penalty: 1033.172363
	Iteration 61Q: 3 clusters Score -5274544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -5274545.500000 Penalty: 1033.172363
	Iteration 62Q: 3 clusters Score -5274546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5274552.000000 Penalty: 1033.172363
	Iteration 63Q: 3 clusters Score -5274552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -5274553.500000 Penalty: 1033.172363
	Iteration 64Q: 3 clusters Score -5274554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -5274564.000000 Penalty: 1033.172363
	Iteration 65Q: 3 clusters Score -5274564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5274557.000000 Penalty: 1033.172363
	Iteration 66Q: 3 clusters Score -5274557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -5274551.000000 Penalty: 1033.172363
	Iteration 67Q: 3 clusters Score -5274551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -5274557.500000 Penalty: 1033.172363
	Iteration 68Q: 3 clusters Score -5274558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5274558.000000 Penalty: 1033.172363
	Iteration 69Q: 3 clusters Score -5274558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -5274554.000000 Penalty: 1033.172363
	Iteration 70Q: 3 clusters Score -5274554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -5274560.500000 Penalty: 1033.172363
	Iteration 71Q: 3 clusters Score -5274560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -5274556.500000 Penalty: 1033.172363
	Iteration 72Q: 3 clusters Score -5274556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -5274564.500000 Penalty: 1033.172363
	Iteration 73Q: 3 clusters Score -5274564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -5274561.000000 Penalty: 1033.172363
	Iteration 74Q: 3 clusters Score -5274561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5274565.000000 Penalty: 1033.172363
	Iteration 75Q: 3 clusters Score -5274565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -5274564.000000 Penalty: 1033.172363
	Iteration 76Q: 3 clusters Score -5274564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -5274566.500000 Penalty: 1033.172363
	Iteration 77Q: 3 clusters Score -5274566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5274564.500000 Penalty: 1033.172363
	Iteration 78Q: 3 clusters Score -5274564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5274568.000000 Penalty: 1033.172363
	Iteration 79Q: 3 clusters Score -5274568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -5274571.500000 Penalty: 1033.172363
	Iteration 80F: 3 clusters Score -5274572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5274569.000000 Penalty: 1033.172363
	Iteration 81Q: 3 clusters Score -5274569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -5274574.500000 Penalty: 1033.172363
	Iteration 82Q: 3 clusters Score -5274574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5274577.500000 Penalty: 1033.172363
	Iteration 83Q: 3 clusters Score -5274578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -5274576.000000 Penalty: 1033.172363
	Iteration 84Q: 3 clusters Score -5274576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -5274572.500000 Penalty: 1033.172363
	Iteration 85Q: 3 clusters Score -5274572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5274573.500000 Penalty: 1033.172363
	Iteration 86Q: 3 clusters Score -5274574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -5274567.000000 Penalty: 1033.172363
	Iteration 87Q: 3 clusters Score -5274567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5274574.500000 Penalty: 1033.172363
	Iteration 88Q: 3 clusters Score -5274574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5274569.000000 Penalty: 1033.172363
	Iteration 89Q: 3 clusters Score -5274569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5274565.500000 Penalty: 1033.172363
	Iteration 90Q: 3 clusters Score -5274566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5274566.500000 Penalty: 1033.172363
	Iteration 91Q: 3 clusters Score -5274566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5274566.500000 Penalty: 1033.172363
	Iteration 92F: 3 clusters Score -5274566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -218620.859375 Penalty: 371.575745
	Iteration 0F: 2 clusters Score -218620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -216198.078125 Penalty: 743.151489
	Iteration 0F: 3 clusters Score -216198.1 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -217012.859375 Penalty: 743.151489
	Iteration 1F: 3 clusters Score -217012.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -217098.625000 Penalty: 743.151489
	Iteration 2F: 3 clusters Score -217098.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -217198.140625 Penalty: 743.151489
	Iteration 3F: 3 clusters Score -217198.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -217279.656250 Penalty: 743.151489
	Iteration 4F: 3 clusters Score -217279.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -217351.062500 Penalty: 743.151489
	Iteration 5Q: 3 clusters Score -217351.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217410.656250 Penalty: 743.151489
	Iteration 6Q: 3 clusters Score -217410.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -217475.406250 Penalty: 743.151489
	Iteration 7Q: 3 clusters Score -217475.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -217539.562500 Penalty: 743.151489
	Iteration 8Q: 3 clusters Score -217539.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217608.437500 Penalty: 743.151489
	Iteration 9Q: 3 clusters Score -217608.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -217693.656250 Penalty: 743.151489
	Iteration 10Q: 3 clusters Score -217693.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -217760.609375 Penalty: 743.151489
	Iteration 11Q: 3 clusters Score -217760.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -217821.062500 Penalty: 743.151489
	Iteration 12Q: 3 clusters Score -217821.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -217864.390625 Penalty: 743.151489
	Iteration 13Q: 3 clusters Score -217864.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -217887.421875 Penalty: 743.151489
	Iteration 14Q: 3 clusters Score -217887.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -217905.609375 Penalty: 743.151489
	Iteration 15Q: 3 clusters Score -217905.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -217926.656250 Penalty: 743.151489
	Iteration 16Q: 3 clusters Score -217926.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -217937.593750 Penalty: 743.151489
	Iteration 17Q: 3 clusters Score -217937.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -217943.640625 Penalty: 743.151489
	Iteration 18Q: 3 clusters Score -217943.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -217951.296875 Penalty: 743.151489
	Iteration 19Q: 3 clusters Score -217951.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -217963.328125 Penalty: 743.151489
	Iteration 20F: 3 clusters Score -217963.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -217972.343750 Penalty: 743.151489
	Iteration 21Q: 3 clusters Score -217972.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -217979.890625 Penalty: 743.151489
	Iteration 22Q: 3 clusters Score -217979.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -217988.046875 Penalty: 743.151489
	Iteration 23Q: 3 clusters Score -217988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217994.484375 Penalty: 743.151489
	Iteration 24Q: 3 clusters Score -217994.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218003.031250 Penalty: 743.151489
	Iteration 25Q: 3 clusters Score -218003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -218008.078125 Penalty: 743.151489
	Iteration 26Q: 3 clusters Score -218008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218010.421875 Penalty: 743.151489
	Iteration 27Q: 3 clusters Score -218010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -218014.468750 Penalty: 743.151489
	Iteration 28Q: 3 clusters Score -218014.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218018.656250 Penalty: 743.151489
	Iteration 29Q: 3 clusters Score -218018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -218020.109375 Penalty: 743.151489
	Iteration 30Q: 3 clusters Score -218020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218021.515625 Penalty: 743.151489
	Iteration 31Q: 3 clusters Score -218021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -218022.250000 Penalty: 743.151489
	Iteration 32Q: 3 clusters Score -218022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218023.000000 Penalty: 743.151489
	Iteration 33Q: 3 clusters Score -218023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -218023.484375 Penalty: 743.151489
	Iteration 34Q: 3 clusters Score -218023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -218023.750000 Penalty: 743.151489
	Iteration 35Q: 3 clusters Score -218023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -218024.859375 Penalty: 743.151489
	Iteration 36Q: 3 clusters Score -218024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -218026.968750 Penalty: 743.151489
	Iteration 37Q: 3 clusters Score -218027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -218028.000000 Penalty: 743.151489
	Iteration 38Q: 3 clusters Score -218028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -218029.281250 Penalty: 743.151489
	Iteration 39Q: 3 clusters Score -218029.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -218030.484375 Penalty: 743.151489
	Iteration 40F: 3 clusters Score -218030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -218033.968750 Penalty: 743.151489
	Iteration 41Q: 3 clusters Score -218034 nChanged 26
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: -218042.328125 Penalty: 743.151489
	Iteration 42Q: 3 clusters Score -218042.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218055.562500 Penalty: 743.151489
	Iteration 43Q: 3 clusters Score -218055.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -218071.250000 Penalty: 743.151489
	Iteration 44Q: 3 clusters Score -218071.2 nChanged 35
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: -218083.125000 Penalty: 743.151489
	Iteration 45Q: 3 clusters Score -218083.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -218094.375000 Penalty: 743.151489
	Iteration 46Q: 3 clusters Score -218094.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -218107.187500 Penalty: 743.151489
	Iteration 47Q: 3 clusters Score -218107.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -218118.390625 Penalty: 743.151489
	Iteration 48Q: 3 clusters Score -218118.4 nChanged 29
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: -218130.468750 Penalty: 743.151489
	Iteration 49Q: 3 clusters Score -218130.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -218147.203125 Penalty: 743.151489
	Iteration 50Q: 3 clusters Score -218147.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -218161.750000 Penalty: 743.151489
	Iteration 51Q: 3 clusters Score -218161.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -218173.437500 Penalty: 743.151489
	Iteration 52Q: 3 clusters Score -218173.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -218184.031250 Penalty: 743.151489
	Iteration 53Q: 3 clusters Score -218184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -218193.859375 Penalty: 743.151489
	Iteration 54Q: 3 clusters Score -218193.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -218199.484375 Penalty: 743.151489
	Iteration 55Q: 3 clusters Score -218199.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -218203.703125 Penalty: 743.151489
	Iteration 56Q: 3 clusters Score -218203.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -218206.937500 Penalty: 743.151489
	Iteration 57Q: 3 clusters Score -218206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -218211.328125 Penalty: 743.151489
	Iteration 58Q: 3 clusters Score -218211.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -218215.593750 Penalty: 743.151489
	Iteration 59Q: 3 clusters Score -218215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -218219.906250 Penalty: 743.151489
	Iteration 60F: 3 clusters Score -218219.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -218225.015625 Penalty: 743.151489
	Iteration 61Q: 3 clusters Score -218225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -218228.640625 Penalty: 743.151489
	Iteration 62Q: 3 clusters Score -218228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -218230.421875 Penalty: 743.151489
	Iteration 63Q: 3 clusters Score -218230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -218234.562500 Penalty: 743.151489
	Iteration 64Q: 3 clusters Score -218234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -218237.656250 Penalty: 743.151489
	Iteration 65Q: 3 clusters Score -218237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -218239.656250 Penalty: 743.151489
	Iteration 66Q: 3 clusters Score -218239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -218241.718750 Penalty: 743.151489
	Iteration 67Q: 3 clusters Score -218241.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -218243.515625 Penalty: 743.151489
	Iteration 68Q: 3 clusters Score -218243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -218244.796875 Penalty: 743.151489
	Iteration 69Q: 3 clusters Score -218244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -218249.609375 Penalty: 743.151489
	Iteration 70Q: 3 clusters Score -218249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -218253.453125 Penalty: 743.151489
	Iteration 71Q: 3 clusters Score -218253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -218256.812500 Penalty: 743.151489
	Iteration 72Q: 3 clusters Score -218256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -218258.343750 Penalty: 743.151489
	Iteration 73Q: 3 clusters Score -218258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -218260.140625 Penalty: 743.151489
	Iteration 74Q: 3 clusters Score -218260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -218260.703125 Penalty: 743.151489
	Iteration 75Q: 3 clusters Score -218260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -218261.890625 Penalty: 743.151489
	Iteration 76Q: 3 clusters Score -218261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -218262.359375 Penalty: 743.151489
	Iteration 77Q: 3 clusters Score -218262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -218262.875000 Penalty: 743.151489
	Iteration 78Q: 3 clusters Score -218262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -218262.875000 Penalty: 743.151489
	Iteration 79F: 3 clusters Score -218262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (86889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Entering Unmasked Estep 
Score: -5408485.500000 Penalty: 517.443604
	Iteration 0F: 2 clusters Score -5408486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5350948.500000 Penalty: 1034.887207
	Iteration 0F: 3 clusters Score -5350948 nChanged 42566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -5376409.500000 Penalty: 1034.887207
	Iteration 1F: 3 clusters Score -5376410 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5377126.500000 Penalty: 1034.887207
	Iteration 2Q: 3 clusters Score -5377126 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5378102.500000 Penalty: 1034.887207
	Iteration 3Q: 3 clusters Score -5378102 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -5379665.000000 Penalty: 1034.887207
	Iteration 4Q: 3 clusters Score -5379665 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5382304.500000 Penalty: 1034.887207
	Iteration 5F: 3 clusters Score -5382304 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5386376.500000 Penalty: 1034.887207
	Iteration 6F: 3 clusters Score -5386376 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5391183.000000 Penalty: 1034.887207
	Iteration 7F: 3 clusters Score -5391183 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5394702.000000 Penalty: 1034.887207
	Iteration 8F: 3 clusters Score -5394702 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5396151.500000 Penalty: 1034.887207
	Iteration 9Q: 3 clusters Score -5396152 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5396685.500000 Penalty: 1034.887207
	Iteration 10Q: 3 clusters Score -5396686 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5397059.000000 Penalty: 1034.887207
	Iteration 11Q: 3 clusters Score -5397059 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5397466.000000 Penalty: 1034.887207
	Iteration 12Q: 3 clusters Score -5397466 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5397984.000000 Penalty: 1034.887207
	Iteration 13Q: 3 clusters Score -5397984 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5398620.500000 Penalty: 1034.887207
	Iteration 14Q: 3 clusters Score -5398620 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5399424.000000 Penalty: 1034.887207
	Iteration 15Q: 3 clusters Score -5399424 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5400270.000000 Penalty: 1034.887207
	Iteration 16Q: 3 clusters Score -5400270 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5401153.500000 Penalty: 1034.887207
	Iteration 17Q: 3 clusters Score -5401154 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -5402153.000000 Penalty: 1034.887207
	Iteration 18Q: 3 clusters Score -5402153 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5403019.500000 Penalty: 1034.887207
	Iteration 19Q: 3 clusters Score -5403020 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5403781.500000 Penalty: 1034.887207
	Iteration 20F: 3 clusters Score -5403782 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5404401.000000 Penalty: 1034.887207
	Iteration 21Q: 3 clusters Score -5404401 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5404897.000000 Penalty: 1034.887207
	Iteration 22Q: 3 clusters Score -5404897 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5405191.000000 Penalty: 1034.887207
	Iteration 23Q: 3 clusters Score -5405191 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5405402.500000 Penalty: 1034.887207
	Iteration 24Q: 3 clusters Score -5405402 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5405528.500000 Penalty: 1034.887207
	Iteration 25Q: 3 clusters Score -5405528 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5405610.000000 Penalty: 1034.887207
	Iteration 26Q: 3 clusters Score -5405610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5405646.000000 Penalty: 1034.887207
	Iteration 27Q: 3 clusters Score -5405646 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5405702.500000 Penalty: 1034.887207
	Iteration 28Q: 3 clusters Score -5405702 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5405725.000000 Penalty: 1034.887207
	Iteration 29Q: 3 clusters Score -5405725 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5405752.500000 Penalty: 1034.887207
	Iteration 30Q: 3 clusters Score -5405752 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5405767.500000 Penalty: 1034.887207
	Iteration 31Q: 3 clusters Score -5405768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5405773.000000 Penalty: 1034.887207
	Iteration 32Q: 3 clusters Score -5405773 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5405773.500000 Penalty: 1034.887207
	Iteration 33Q: 3 clusters Score -5405774 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5405758.500000 Penalty: 1034.887207
	Iteration 34Q: 3 clusters Score -5405758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5405760.000000 Penalty: 1034.887207
	Iteration 35Q: 3 clusters Score -5405760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5405762.500000 Penalty: 1034.887207
	Iteration 36Q: 3 clusters Score -5405762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5405765.000000 Penalty: 1034.887207
	Iteration 37Q: 3 clusters Score -5405765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5405759.000000 Penalty: 1034.887207
	Iteration 38Q: 3 clusters Score -5405759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -5405753.500000 Penalty: 1034.887207
	Iteration 39Q: 3 clusters Score -5405754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5405754.000000 Penalty: 1034.887207
	Iteration 40F: 3 clusters Score -5405754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5405757.000000 Penalty: 1034.887207
	Iteration 41Q: 3 clusters Score -5405757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5405768.000000 Penalty: 1034.887207
	Iteration 42Q: 3 clusters Score -5405768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5405766.500000 Penalty: 1034.887207
	Iteration 43Q: 3 clusters Score -5405766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5405768.000000 Penalty: 1034.887207
	Iteration 44Q: 3 clusters Score -5405768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5405777.500000 Penalty: 1034.887207
	Iteration 45Q: 3 clusters Score -5405778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -5405769.500000 Penalty: 1034.887207
	Iteration 46Q: 3 clusters Score -5405770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5405768.000000 Penalty: 1034.887207
	Iteration 47Q: 3 clusters Score -5405768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5405764.000000 Penalty: 1034.887207
	Iteration 48Q: 3 clusters Score -5405764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -5405771.000000 Penalty: 1034.887207
	Iteration 49Q: 3 clusters Score -5405771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5405773.000000 Penalty: 1034.887207
	Iteration 50Q: 3 clusters Score -5405773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5405775.500000 Penalty: 1034.887207
	Iteration 51Q: 3 clusters Score -5405776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5405774.000000 Penalty: 1034.887207
	Iteration 52Q: 3 clusters Score -5405774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5405782.000000 Penalty: 1034.887207
	Iteration 53Q: 3 clusters Score -5405782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5405778.500000 Penalty: 1034.887207
	Iteration 54Q: 3 clusters Score -5405778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5405788.000000 Penalty: 1034.887207
	Iteration 55Q: 3 clusters Score -5405788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5405781.000000 Penalty: 1034.887207
	Iteration 56Q: 3 clusters Score -5405781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5405778.500000 Penalty: 1034.887207
	Iteration 57Q: 3 clusters Score -5405778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -5405776.000000 Penalty: 1034.887207
	Iteration 58Q: 3 clusters Score -5405776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5405777.500000 Penalty: 1034.887207
	Iteration 59Q: 3 clusters Score -5405778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5405777.500000 Penalty: 1034.887207
	Iteration 60F: 3 clusters Score -5405778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5405778.000000 Penalty: 1034.887207
	Iteration 61Q: 3 clusters Score -5405778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5405782.500000 Penalty: 1034.887207
	Iteration 62Q: 3 clusters Score -5405782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -5405784.000000 Penalty: 1034.887207
	Iteration 63Q: 3 clusters Score -5405784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5405783.500000 Penalty: 1034.887207
	Iteration 64Q: 3 clusters Score -5405784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5405785.500000 Penalty: 1034.887207
	Iteration 65Q: 3 clusters Score -5405786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5405784.000000 Penalty: 1034.887207
	Iteration 66Q: 3 clusters Score -5405784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -5405780.000000 Penalty: 1034.887207
	Iteration 67Q: 3 clusters Score -5405780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5405781.000000 Penalty: 1034.887207
	Iteration 68Q: 3 clusters Score -5405781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5405781.000000 Penalty: 1034.887207
	Iteration 69Q: 3 clusters Score -5405781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5405781.000000 Penalty: 1034.887207
	Iteration 70F: 3 clusters Score -5405781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -7984.970215 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -7984.97 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 55 members 
Entering Unmasked Estep 
Score: -7755.827637 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -7755.828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7810.209473 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -7810.209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7841.191895 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -7841.192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7864.490234 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -7864.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7908.703125 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -7908.703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7920.360840 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -7920.361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7925.901367 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -7925.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7928.297363 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -7928.297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7933.220703 Penalty: 440.821045
	Iteration 8Q: 3 clusters Score -7933.221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7937.936035 Penalty: 440.821045
	Iteration 9Q: 3 clusters Score -7937.936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7942.219238 Penalty: 440.821045
	Iteration 10Q: 3 clusters Score -7942.219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7946.043945 Penalty: 440.821045
	Iteration 11Q: 3 clusters Score -7946.044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7952.095215 Penalty: 440.821045
	Iteration 12Q: 3 clusters Score -7952.095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7956.509277 Penalty: 440.821045
	Iteration 13Q: 3 clusters Score -7956.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7959.098145 Penalty: 440.821045
	Iteration 14Q: 3 clusters Score -7959.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7964.803223 Penalty: 440.821045
	Iteration 15Q: 3 clusters Score -7964.803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7970.609375 Penalty: 440.821045
	Iteration 16Q: 3 clusters Score -7970.609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7971.270020 Penalty: 440.821045
	Iteration 17Q: 3 clusters Score -7971.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7972.843262 Penalty: 440.821045
	Iteration 18F: 3 clusters Score -7972.843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7976.629883 Penalty: 440.821045
	Iteration 19Q: 3 clusters Score -7976.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7978.437988 Penalty: 440.821045
	Iteration 20F: 3 clusters Score -7978.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7984.566895 Penalty: 440.821045
	Iteration 21Q: 3 clusters Score -7984.567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7999.111328 Penalty: 440.821045
	Iteration 22Q: 3 clusters Score -7999.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7999.111328 Penalty: 440.821045
	Iteration 23F: 3 clusters Score -7999.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 37 members 
Mstep: Class 79 contains 90 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
Score: -53303532.000000 Penalty: 51144.671875
Splitting cluster 78 changes total score from -53304020.000000 to -53303532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -31225.468750 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -31225.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30734.890625 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -30734.89 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30883.195312 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -30883.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30953.572266 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -30953.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31015.589844 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -31015.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31064.802734 Penalty: 564.246338
	Iteration 4F: 3 clusters Score -31064.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31093.392578 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -31093.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31105.363281 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -31105.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31109.812500 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -31109.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31112.722656 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -31112.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31114.527344 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -31114.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31120.521484 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -31120.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31123.353516 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -31123.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31124.607422 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -31124.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31124.607422 Penalty: 564.246338
	Iteration 13F: 3 clusters Score -31124.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -8270.396484 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -8270.396 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 60 members 
Entering Unmasked Estep 
Score: -8048.688477 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -8048.688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8090.584961 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -8090.585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8107.171875 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -8107.172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8115.665527 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -8115.666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8120.470215 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -8120.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8128.099121 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -8128.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8128.646484 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -8128.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8128.646484 Penalty: 443.642975
	Iteration 7F: 3 clusters Score -8128.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -5117.087402 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -5117.087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4922.376953 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -4922.377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4994.844727 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -4994.845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5027.854004 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -5027.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5030.867676 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -5030.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5030.867676 Penalty: 406.397644
	Iteration 4F: 3 clusters Score -5030.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74137 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 1422 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69357 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85927 members 
Mstep: Class 18 contains 83099 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84822 members 
Mstep: Class 23 contains 85625 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12837 members 
Mstep: Class 28 contains 26761 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4495 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4984 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92668 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85267 members 
Mstep: Class 76 contains 3521 members 
Mstep: Class 77 contains 86889 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304012.000000 Penalty: 50520.957031
Iteration 479Q: 82 clusters Score -5.330401e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 74183 members 
Mstep: Class 3 contains 40483 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 27290 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69275 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 85980 members 
Mstep: Class 18 contains 83122 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 84952 members 
Mstep: Class 23 contains 85709 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12850 members 
Mstep: Class 28 contains 27202 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4492 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4981 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92473 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85278 members 
Mstep: Class 76 contains 3507 members 
Mstep: Class 77 contains 86847 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304164.000000 Penalty: 50520.957031
Iteration 480F: 82 clusters Score -5.330416e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 74236 members 
Mstep: Class 3 contains 40500 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 26773 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69213 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86009 members 
Mstep: Class 18 contains 83134 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85054 members 
Mstep: Class 23 contains 85799 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12849 members 
Mstep: Class 28 contains 27703 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4499 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4975 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92298 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85292 members 
Mstep: Class 76 contains 3491 members 
Mstep: Class 77 contains 86782 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303964.000000 Penalty: 50520.957031
Iteration 481Q: 82 clusters Score -5.330396e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 74294 members 
Mstep: Class 3 contains 40528 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 26269 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69136 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86062 members 
Mstep: Class 18 contains 83136 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85140 members 
Mstep: Class 23 contains 85849 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12842 members 
Mstep: Class 28 contains 28221 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4500 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 433 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4973 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 92114 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85330 members 
Mstep: Class 76 contains 3478 members 
Mstep: Class 77 contains 86721 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303988.000000 Penalty: 50520.957031
Iteration 482Q: 82 clusters Score -5.330399e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 74356 members 
Mstep: Class 3 contains 40573 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 25769 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 69065 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86130 members 
Mstep: Class 18 contains 83102 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85164 members 
Mstep: Class 23 contains 85958 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12825 members 
Mstep: Class 28 contains 28742 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4503 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4957 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 91931 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85371 members 
Mstep: Class 76 contains 3464 members 
Mstep: Class 77 contains 86661 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304264.000000 Penalty: 50520.957031
Iteration 483Q: 82 clusters Score -5.330426e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 74397 members 
Mstep: Class 3 contains 40605 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68994 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86230 members 
Mstep: Class 18 contains 83097 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85214 members 
Mstep: Class 23 contains 86029 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12810 members 
Mstep: Class 28 contains 29252 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4504 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4944 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 91747 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85414 members 
Mstep: Class 76 contains 3446 members 
Mstep: Class 77 contains 86609 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53303936.000000 Penalty: 50520.957031
Iteration 484Q: 82 clusters Score -5.330394e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 74437 members 
Mstep: Class 3 contains 40649 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 24805 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68934 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86299 members 
Mstep: Class 18 contains 83125 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85280 members 
Mstep: Class 23 contains 86023 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12800 members 
Mstep: Class 28 contains 29763 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4503 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4925 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 91575 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85465 members 
Mstep: Class 76 contains 3427 members 
Mstep: Class 77 contains 86545 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304012.000000 Penalty: 50520.957031
Iteration 485Q: 82 clusters Score -5.330401e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 40665 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 24327 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68886 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86407 members 
Mstep: Class 18 contains 83146 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85340 members 
Mstep: Class 23 contains 86027 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12781 members 
Mstep: Class 28 contains 30266 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4500 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4896 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 91406 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85531 members 
Mstep: Class 76 contains 3407 members 
Mstep: Class 77 contains 86473 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304084.000000 Penalty: 50520.957031
Iteration 486Q: 82 clusters Score -5.330408e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 74534 members 
Mstep: Class 3 contains 40694 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 23836 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68817 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86546 members 
Mstep: Class 18 contains 83199 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85381 members 
Mstep: Class 23 contains 86033 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12756 members 
Mstep: Class 28 contains 30769 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4497 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4884 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 91244 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85534 members 
Mstep: Class 76 contains 3390 members 
Mstep: Class 77 contains 86405 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304104.000000 Penalty: 50520.957031
Iteration 487Q: 82 clusters Score -5.33041e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 74563 members 
Mstep: Class 3 contains 40744 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 23312 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68744 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86613 members 
Mstep: Class 18 contains 83242 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85501 members 
Mstep: Class 23 contains 86078 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12730 members 
Mstep: Class 28 contains 31315 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4499 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4870 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 91112 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85536 members 
Mstep: Class 76 contains 3365 members 
Mstep: Class 77 contains 86289 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304128.000000 Penalty: 50520.957031
Iteration 488Q: 82 clusters Score -5.330413e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 74600 members 
Mstep: Class 3 contains 40806 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 22816 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68654 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86691 members 
Mstep: Class 18 contains 83281 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85579 members 
Mstep: Class 23 contains 86137 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 31851 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4498 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4863 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 90964 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85516 members 
Mstep: Class 76 contains 3343 members 
Mstep: Class 77 contains 86191 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304076.000000 Penalty: 50520.957031
Iteration 489Q: 82 clusters Score -5.330408e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 74633 members 
Mstep: Class 3 contains 40874 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 22336 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68551 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86793 members 
Mstep: Class 18 contains 83285 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85661 members 
Mstep: Class 23 contains 86211 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12666 members 
Mstep: Class 28 contains 32402 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4494 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4864 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 90816 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85491 members 
Mstep: Class 76 contains 3317 members 
Mstep: Class 77 contains 86089 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304116.000000 Penalty: 50520.957031
Iteration 490Q: 82 clusters Score -5.330412e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 74654 members 
Mstep: Class 3 contains 40939 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 21864 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68469 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86870 members 
Mstep: Class 18 contains 83321 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85746 members 
Mstep: Class 23 contains 86244 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12635 members 
Mstep: Class 28 contains 32922 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4493 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4864 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 90622 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85499 members 
Mstep: Class 76 contains 3294 members 
Mstep: Class 77 contains 86028 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304392.000000 Penalty: 50520.957031
Iteration 491Q: 82 clusters Score -5.330439e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 41033 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 21405 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68370 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 86945 members 
Mstep: Class 18 contains 83362 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85805 members 
Mstep: Class 23 contains 86273 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12612 members 
Mstep: Class 28 contains 33453 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4490 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4863 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 90458 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85472 members 
Mstep: Class 76 contains 3270 members 
Mstep: Class 77 contains 85993 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304392.000000 Penalty: 50520.957031
Iteration 492Q: 82 clusters Score -5.330439e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 74687 members 
Mstep: Class 3 contains 41133 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 20947 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68296 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3365 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87015 members 
Mstep: Class 18 contains 83399 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85823 members 
Mstep: Class 23 contains 86303 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12600 members 
Mstep: Class 28 contains 33950 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4859 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 90273 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85435 members 
Mstep: Class 76 contains 3239 members 
Mstep: Class 77 contains 85989 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304572.000000 Penalty: 50520.957031
Iteration 493Q: 82 clusters Score -5.330457e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 74720 members 
Mstep: Class 3 contains 41247 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68174 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3370 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87067 members 
Mstep: Class 18 contains 83410 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85870 members 
Mstep: Class 23 contains 86354 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12592 members 
Mstep: Class 28 contains 34469 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4477 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4860 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 90075 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85388 members 
Mstep: Class 76 contains 3215 members 
Mstep: Class 77 contains 85990 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304416.000000 Penalty: 50520.957031
Iteration 494Q: 82 clusters Score -5.330442e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 74747 members 
Mstep: Class 3 contains 41356 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 20055 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68094 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87139 members 
Mstep: Class 18 contains 83408 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 85949 members 
Mstep: Class 23 contains 86396 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 12588 members 
Mstep: Class 28 contains 34993 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4475 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4851 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 89839 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85350 members 
Mstep: Class 76 contains 3195 members 
Mstep: Class 77 contains 85954 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304536.000000 Penalty: 50520.957031
Iteration 495Q: 82 clusters Score -5.330454e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 74776 members 
Mstep: Class 3 contains 41430 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 19655 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 68017 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87198 members 
Mstep: Class 18 contains 83391 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 86083 members 
Mstep: Class 23 contains 86401 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12589 members 
Mstep: Class 28 contains 35504 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4472 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4841 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 89553 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85337 members 
Mstep: Class 76 contains 3167 members 
Mstep: Class 77 contains 85951 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304792.000000 Penalty: 50520.957031
Iteration 496Q: 82 clusters Score -5.330479e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 74796 members 
Mstep: Class 3 contains 41534 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 67926 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87232 members 
Mstep: Class 18 contains 83390 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 86186 members 
Mstep: Class 23 contains 86438 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12558 members 
Mstep: Class 28 contains 36005 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4827 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 89253 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85343 members 
Mstep: Class 76 contains 3149 members 
Mstep: Class 77 contains 85969 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304684.000000 Penalty: 50520.957031
Iteration 497Q: 82 clusters Score -5.330468e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 74813 members 
Mstep: Class 3 contains 41631 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 67811 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87244 members 
Mstep: Class 18 contains 83414 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 86262 members 
Mstep: Class 23 contains 86486 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12551 members 
Mstep: Class 28 contains 36494 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4464 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4827 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 88979 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85368 members 
Mstep: Class 76 contains 3143 members 
Mstep: Class 77 contains 85957 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304776.000000 Penalty: 50520.957031
Iteration 498Q: 82 clusters Score -5.330478e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 74846 members 
Mstep: Class 3 contains 41725 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 18519 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 67697 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87253 members 
Mstep: Class 18 contains 83440 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 86321 members 
Mstep: Class 23 contains 86532 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12544 members 
Mstep: Class 28 contains 36976 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4455 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4824 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 88713 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85410 members 
Mstep: Class 76 contains 3138 members 
Mstep: Class 77 contains 85930 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304768.000000 Penalty: 50520.957031
Iteration 499Q: 82 clusters Score -5.330477e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 74880 members 
Mstep: Class 3 contains 41838 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 223 members 
Mstep: Class 7 contains 18174 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 314 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 67567 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 87296 members 
Mstep: Class 18 contains 83446 members 
Mstep: Class 19 contains 142 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 203 members 
Mstep: Class 22 contains 86365 members 
Mstep: Class 23 contains 86573 members 
Mstep: Class 24 contains 531 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 12525 members 
Mstep: Class 28 contains 37447 members 
Mstep: Class 29 contains 1995 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 4440 members 
Mstep: Class 32 contains 39 members 
Mstep: Class 33 contains 600 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 210 members 
Mstep: Class 37 contains 234 members 
Mstep: Class 38 contains 153 members 
Mstep: Class 39 contains 189 members 
Mstep: Class 40 contains 97 members 
Mstep: Class 41 contains 296 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 1151 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 1121 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 604 members 
Mstep: Class 57 contains 774 members 
Mstep: Class 58 contains 168 members 
Mstep: Class 59 contains 1523 members 
Mstep: Class 60 contains 139 members 
Mstep: Class 61 contains 253 members 
Mstep: Class 62 contains 141 members 
Mstep: Class 63 contains 272 members 
Mstep: Class 64 contains 58 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 968 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 4826 members 
Mstep: Class 69 contains 102 members 
Mstep: Class 70 contains 56 members 
Mstep: Class 71 contains 449 members 
Mstep: Class 72 contains 88427 members 
Mstep: Class 73 contains 293 members 
Mstep: Class 74 contains 90 members 
Mstep: Class 75 contains 85446 members 
Mstep: Class 76 contains 3131 members 
Mstep: Class 77 contains 85922 members 
Mstep: Class 78 contains 127 members 
Mstep: Class 80 contains 493 members 
Mstep: Class 81 contains 131 members 
Mstep: Class 82 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53304848.000000 Penalty: 50520.957031
Iteration 500F: 82 clusters Score -5.330485e+07 nChanged 2338
Maximum iterations exceeded
23->82 Clusters: Score -53304848.000000, best is -53305452.000000

Starting from 24 clusters...
--- Clustering full data set of 898097 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 39066 members 
Mstep: Class 3 contains 39339 members 
Mstep: Class 4 contains 39486 members 
Mstep: Class 5 contains 38590 members 
Mstep: Class 6 contains 38977 members 
Mstep: Class 7 contains 38774 members 
Mstep: Class 8 contains 38912 members 
Mstep: Class 9 contains 39017 members 
Mstep: Class 10 contains 38751 members 
Mstep: Class 11 contains 38957 members 
Mstep: Class 12 contains 38935 members 
Mstep: Class 13 contains 39087 members 
Mstep: Class 14 contains 39072 members 
Mstep: Class 15 contains 38994 members 
Mstep: Class 16 contains 38845 members 
Mstep: Class 17 contains 39197 members 
Mstep: Class 18 contains 39272 members 
Mstep: Class 19 contains 39251 members 
Mstep: Class 20 contains 39314 members 
Mstep: Class 21 contains 39258 members 
Mstep: Class 22 contains 38668 members 
Mstep: Class 23 contains 39125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 169.501190 but Gain 623.715820
Score: -45440760.000000 Penalty: 13721.741211
Iteration 0F: 23 clusters Score -4.544076e+07 nChanged 859539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9114 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 3 contains 10472 members 
Mstep: Class 4 contains 24101 members 
Mstep: Class 5 contains 10494 members 
Mstep: Class 6 contains 44560 members 
Mstep: Class 7 contains 33494 members 
Mstep: Class 8 contains 56735 members 
Mstep: Class 9 contains 108485 members 
Mstep: Class 10 contains 51048 members 
Mstep: Class 11 contains 24188 members 
Mstep: Class 12 contains 13425 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 137717 members 
Mstep: Class 15 contains 45026 members 
Mstep: Class 16 contains 37901 members 
Mstep: Class 17 contains 77681 members 
Mstep: Class 18 contains 27072 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 22574 members 
Mstep: Class 21 contains 30432 members 
Mstep: Class 22 contains 53515 members 
Mstep: Class 23 contains 13363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51489488.000000 Penalty: 13721.741211
Iteration 1F: 23 clusters Score -5.148949e+07 nChanged 380805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6185 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 12882 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 13423 members 
Mstep: Class 7 contains 40449 members 
Mstep: Class 8 contains 85806 members 
Mstep: Class 9 contains 176896 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 4863 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 14 contains 214592 members 
Mstep: Class 15 contains 60860 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 88493 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 5987 members 
Mstep: Class 21 contains 15925 members 
Mstep: Class 22 contains 93824 members 
Mstep: Class 23 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52357372.000000 Penalty: 13721.741211
Iteration 2F: 23 clusters Score -5.235737e+07 nChanged 230204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1658 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 414 members 
Mstep: Class 6 contains 7461 members 
Mstep: Class 7 contains 27936 members 
Mstep: Class 8 contains 94511 members 
Mstep: Class 9 contains 206367 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 250852 members 
Mstep: Class 15 contains 47158 members 
Mstep: Class 16 contains 993 members 
Mstep: Class 17 contains 77745 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 6878 members 
Mstep: Class 21 contains 10277 members 
Mstep: Class 22 contains 106092 members 
Mstep: Class 23 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 437.100006 but Gain 623.714844
Score: -52468364.000000 Penalty: 13098.026367
Iteration 3F: 22 clusters Score -5.246836e+07 nChanged 178468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1090 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 116272 members 
Mstep: Class 9 contains 235879 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 1614 members 
Mstep: Class 14 contains 208039 members 
Mstep: Class 15 contains 38953 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 75295 members 
Mstep: Class 18 contains 2707 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 7019 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 138213 members 
Mstep: Class 23 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52586460.000000 Penalty: 13098.026367
Iteration 4F: 22 clusters Score -5.258646e+07 nChanged 167042
Entering Unmasked Mstep 
Mstep: Class 0 contains 865 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 15766 members 
Mstep: Class 8 contains 142963 members 
Mstep: Class 9 contains 220959 members 
Mstep: Class 10 contains 3129 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 184689 members 
Mstep: Class 15 contains 31078 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 70629 members 
Mstep: Class 18 contains 2737 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 4262 members 
Mstep: Class 22 contains 181137 members 
Mstep: Class 23 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52706716.000000 Penalty: 13098.026367
Iteration 5F: 22 clusters Score -5.270672e+07 nChanged 155649
Entering Unmasked Mstep 
Mstep: Class 0 contains 662 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 8 contains 158335 members 
Mstep: Class 9 contains 186011 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 674 members 
Mstep: Class 14 contains 162025 members 
Mstep: Class 15 contains 26060 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 66331 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 244159 members 
Mstep: Class 23 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52748592.000000 Penalty: 13098.026367
Iteration 6F: 22 clusters Score -5.274859e+07 nChanged 146068
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 3 contains 4911 members 
Mstep: Class 4 contains 1101 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 12003 members 
Mstep: Class 8 contains 181953 members 
Mstep: Class 9 contains 151852 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 144717 members 
Mstep: Class 15 contains 26204 members 
Mstep: Class 16 contains 270 members 
Mstep: Class 17 contains 67468 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 276896 members 
Mstep: Class 23 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 484.975098 but Gain 623.715820
Score: -52796276.000000 Penalty: 12474.310547
Iteration 7F: 21 clusters Score -5.279628e+07 nChanged 117977
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 3 contains 4749 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 214262 members 
Mstep: Class 9 contains 132447 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 14 contains 136515 members 
Mstep: Class 15 contains 26829 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 70454 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 20 contains 6870 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 272336 members 
Mstep: Class 23 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 441.360779 but Gain 623.715820
Score: -52832860.000000 Penalty: 11850.594727
Iteration 8F: 20 clusters Score -5.283286e+07 nChanged 118341
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 10129 members 
Mstep: Class 8 contains 253061 members 
Mstep: Class 9 contains 115829 members 
Mstep: Class 10 contains 919 members 
Mstep: Class 11 contains 1338 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 14 contains 127194 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 367 members 
Mstep: Class 17 contains 76966 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 1045 members 
Mstep: Class 22 contains 254441 members 
Mstep: Class 23 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52841040.000000 Penalty: 11850.594727
Iteration 9F: 20 clusters Score -5.284104e+07 nChanged 90600
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 258520 members 
Mstep: Class 9 contains 117576 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2890 members 
Mstep: Class 14 contains 119397 members 
Mstep: Class 15 contains 28578 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 88034 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 243037 members 
Mstep: Class 23 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 500.414062 but Gain 623.714844
Score: -52866660.000000 Penalty: 11226.879883
Iteration 10F: 19 clusters Score -5.286666e+07 nChanged 68249
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 6 contains 535 members 
Mstep: Class 7 contains 9418 members 
Mstep: Class 8 contains 245027 members 
Mstep: Class 9 contains 121529 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 14 contains 116343 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 102053 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 239405 members 
Mstep: Class 23 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 427.842072 but Gain 623.715820
Score: -52899408.000000 Penalty: 10603.164062
Iteration 11F: 18 clusters Score -5.289941e+07 nChanged 57041
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 9632 members 
Mstep: Class 8 contains 229504 members 
Mstep: Class 9 contains 122025 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 4000 members 
Mstep: Class 14 contains 114725 members 
Mstep: Class 15 contains 31531 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 118241 members 
Mstep: Class 18 contains 2859 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 22 contains 235833 members 
Mstep: Class 23 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 487.602997 but Gain 623.715820
Score: -52932216.000000 Penalty: 9979.448242
Iteration 12F: 17 clusters Score -5.293222e+07 nChanged 50994
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 3 contains 4193 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 215168 members 
Mstep: Class 9 contains 119488 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 4618 members 
Mstep: Class 14 contains 113145 members 
Mstep: Class 15 contains 33737 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 135997 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 4600 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 22 contains 230772 members 
Mstep: Class 23 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52961964.000000 Penalty: 9979.448242
Iteration 13F: 17 clusters Score -5.296196e+07 nChanged 46983
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 203037 members 
Mstep: Class 9 contains 114211 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 14 contains 111324 members 
Mstep: Class 15 contains 36669 members 
Mstep: Class 16 contains 603 members 
Mstep: Class 17 contains 153384 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 4622 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 22 contains 225219 members 
Mstep: Class 23 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52994956.000000 Penalty: 9979.448242
Iteration 14F: 17 clusters Score -5.299496e+07 nChanged 45901
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 192815 members 
Mstep: Class 9 contains 106025 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 12 contains 5797 members 
Mstep: Class 14 contains 107448 members 
Mstep: Class 15 contains 40145 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 172459 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 4649 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 22 contains 220486 members 
Mstep: Class 23 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53028208.000000 Penalty: 9979.448242
Iteration 15F: 17 clusters Score -5.302821e+07 nChanged 63380
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 178120 members 
Mstep: Class 9 contains 91182 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 6333 members 
Mstep: Class 14 contains 95302 members 
Mstep: Class 15 contains 44415 members 
Mstep: Class 16 contains 603 members 
Mstep: Class 17 contains 208980 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 4660 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 22 contains 217761 members 
Mstep: Class 23 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53013520.000000 Penalty: 9979.448242
Iteration 16F: 17 clusters Score -5.301352e+07 nChanged 74317
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 165814 members 
Mstep: Class 9 contains 84678 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 14 contains 74531 members 
Mstep: Class 15 contains 50176 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 239057 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 19 contains 4662 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 22 contains 217646 members 
Mstep: Class 23 contains 2333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52989976.000000 Penalty: 9979.448242
Iteration 17F: 17 clusters Score -5.298998e+07 nChanged 59328
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 8 contains 160595 members 
Mstep: Class 9 contains 87688 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 7188 members 
Mstep: Class 14 contains 68450 members 
Mstep: Class 15 contains 56777 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 235500 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 4657 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 22 contains 218789 members 
Mstep: Class 23 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53000332.000000 Penalty: 9979.448242
Iteration 18F: 17 clusters Score -5.300033e+07 nChanged 48402
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 7 contains 14550 members 
Mstep: Class 8 contains 161943 members 
Mstep: Class 9 contains 88290 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 14 contains 67634 members 
Mstep: Class 15 contains 64244 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 223046 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 22 contains 218860 members 
Mstep: Class 23 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53018492.000000 Penalty: 9979.448242
Iteration 19F: 17 clusters Score -5.301849e+07 nChanged 40651
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 7 contains 14967 members 
Mstep: Class 8 contains 166140 members 
Mstep: Class 9 contains 87737 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 7768 members 
Mstep: Class 14 contains 68142 members 
Mstep: Class 15 contains 72365 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 209919 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 22 contains 216335 members 
Mstep: Class 23 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53037940.000000 Penalty: 9979.448242
Iteration 20F: 17 clusters Score -5.303794e+07 nChanged 34790
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 3 contains 3679 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 171279 members 
Mstep: Class 9 contains 87413 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 14 contains 68595 members 
Mstep: Class 15 contains 81393 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 198043 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 22 contains 210914 members 
Mstep: Class 23 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53056904.000000 Penalty: 9979.448242
Iteration 21Q: 17 clusters Score -5.30569e+07 nChanged 35270
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 176205 members 
Mstep: Class 9 contains 86486 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 8151 members 
Mstep: Class 14 contains 68898 members 
Mstep: Class 15 contains 92394 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 186951 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 22 contains 204139 members 
Mstep: Class 23 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53070620.000000 Penalty: 9979.448242
Iteration 22Q: 17 clusters Score -5.307062e+07 nChanged 38845
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 7 contains 15218 members 
Mstep: Class 8 contains 179614 members 
Mstep: Class 9 contains 83971 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 14 contains 69519 members 
Mstep: Class 15 contains 105184 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 176476 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4656 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 22 contains 197954 members 
Mstep: Class 23 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53078668.000000 Penalty: 9979.448242
Iteration 23Q: 17 clusters Score -5.307867e+07 nChanged 40154
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 7 contains 15162 members 
Mstep: Class 8 contains 180635 members 
Mstep: Class 9 contains 79598 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 14 contains 70812 members 
Mstep: Class 15 contains 118480 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 166647 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 22 contains 194572 members 
Mstep: Class 23 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53080684.000000 Penalty: 9979.448242
Iteration 24Q: 17 clusters Score -5.308068e+07 nChanged 36991
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 3 contains 3627 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 179702 members 
Mstep: Class 9 contains 74095 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 8807 members 
Mstep: Class 14 contains 73049 members 
Mstep: Class 15 contains 129053 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 158283 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 22 contains 194706 members 
Mstep: Class 23 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53079944.000000 Penalty: 9979.448242
Iteration 25Q: 17 clusters Score -5.307994e+07 nChanged 32142
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 177826 members 
Mstep: Class 9 contains 68906 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 14 contains 76198 members 
Mstep: Class 15 contains 135487 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 151635 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 22 contains 197135 members 
Mstep: Class 23 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53079600.000000 Penalty: 9979.448242
Iteration 26Q: 17 clusters Score -5.30796e+07 nChanged 26793
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 7 contains 14697 members 
Mstep: Class 8 contains 175127 members 
Mstep: Class 9 contains 64029 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 14 contains 79797 members 
Mstep: Class 15 contains 138659 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 147433 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 200546 members 
Mstep: Class 23 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53078848.000000 Penalty: 9979.448242
Iteration 27Q: 17 clusters Score -5.307885e+07 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 7 contains 14660 members 
Mstep: Class 8 contains 172698 members 
Mstep: Class 9 contains 59991 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 9550 members 
Mstep: Class 14 contains 83136 members 
Mstep: Class 15 contains 139946 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 144128 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6633 members 
Mstep: Class 22 contains 203864 members 
Mstep: Class 23 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53077720.000000 Penalty: 9979.448242
Iteration 28Q: 17 clusters Score -5.307772e+07 nChanged 20085
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 7 contains 14778 members 
Mstep: Class 8 contains 171095 members 
Mstep: Class 9 contains 56586 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 9783 members 
Mstep: Class 14 contains 86274 members 
Mstep: Class 15 contains 140163 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 140826 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 22 contains 206810 members 
Mstep: Class 23 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53076700.000000 Penalty: 9979.448242
Iteration 29Q: 17 clusters Score -5.30767e+07 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 7 contains 15012 members 
Mstep: Class 8 contains 170459 members 
Mstep: Class 9 contains 53781 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 9992 members 
Mstep: Class 14 contains 89011 members 
Mstep: Class 15 contains 139743 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 137726 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6632 members 
Mstep: Class 22 contains 208938 members 
Mstep: Class 23 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53075240.000000 Penalty: 9979.448242
Iteration 30Q: 17 clusters Score -5.307524e+07 nChanged 16408
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 3 contains 3611 members 
Mstep: Class 7 contains 15254 members 
Mstep: Class 8 contains 170320 members 
Mstep: Class 9 contains 51774 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 10200 members 
Mstep: Class 14 contains 91236 members 
Mstep: Class 15 contains 138902 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 135082 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6638 members 
Mstep: Class 22 contains 210173 members 
Mstep: Class 23 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53074668.000000 Penalty: 9979.448242
Iteration 31Q: 17 clusters Score -5.307467e+07 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 7 contains 15513 members 
Mstep: Class 8 contains 170403 members 
Mstep: Class 9 contains 50414 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 10381 members 
Mstep: Class 14 contains 93007 members 
Mstep: Class 15 contains 137776 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 133236 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 22 contains 210503 members 
Mstep: Class 23 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53074724.000000 Penalty: 9979.448242
Iteration 32Q: 17 clusters Score -5.307472e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 3 contains 3619 members 
Mstep: Class 7 contains 15727 members 
Mstep: Class 8 contains 170533 members 
Mstep: Class 9 contains 49567 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 10532 members 
Mstep: Class 14 contains 94402 members 
Mstep: Class 15 contains 136569 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 131865 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 210249 members 
Mstep: Class 23 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53075748.000000 Penalty: 9979.448242
Iteration 33Q: 17 clusters Score -5.307575e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 170648 members 
Mstep: Class 9 contains 49042 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 14 contains 95301 members 
Mstep: Class 15 contains 135359 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 131039 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 22 contains 209704 members 
Mstep: Class 23 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53077016.000000 Penalty: 9979.448242
Iteration 34Q: 17 clusters Score -5.307702e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 170668 members 
Mstep: Class 9 contains 48814 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 10766 members 
Mstep: Class 14 contains 95924 members 
Mstep: Class 15 contains 134035 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 130679 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 22 contains 208946 members 
Mstep: Class 23 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53078480.000000 Penalty: 9979.448242
Iteration 35Q: 17 clusters Score -5.307848e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 3 contains 3613 members 
Mstep: Class 7 contains 15940 members 
Mstep: Class 8 contains 170639 members 
Mstep: Class 9 contains 48901 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 10816 members 
Mstep: Class 14 contains 96229 members 
Mstep: Class 15 contains 132599 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 130586 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 22 contains 208193 members 
Mstep: Class 23 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53079984.000000 Penalty: 9979.448242
Iteration 36Q: 17 clusters Score -5.307998e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 7 contains 15889 members 
Mstep: Class 8 contains 170539 members 
Mstep: Class 9 contains 49240 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 10824 members 
Mstep: Class 14 contains 96362 members 
Mstep: Class 15 contains 130987 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 130685 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 22 contains 207549 members 
Mstep: Class 23 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53081532.000000 Penalty: 9979.448242
Iteration 37Q: 17 clusters Score -5.308153e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 7 contains 15820 members 
Mstep: Class 8 contains 170378 members 
Mstep: Class 9 contains 49825 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 10828 members 
Mstep: Class 14 contains 96139 members 
Mstep: Class 15 contains 129330 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 131008 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 22 contains 206899 members 
Mstep: Class 23 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53082764.000000 Penalty: 9979.448242
Iteration 38Q: 17 clusters Score -5.308276e+07 nChanged 11328
Entering ConstructFrom: 
Score: -53082764.000000 Penalty: 9979.448242
Entering ConstructFrom: 
Trying to split cluster 1 (63854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Entering Unmasked Estep 
Score: -3911230.250000 Penalty: 503.428162
	Iteration 0F: 2 clusters Score -3911230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3868301.750000 Penalty: 1006.856323
	Iteration 0F: 3 clusters Score -3868302 nChanged 31014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -3888856.750000 Penalty: 1006.856323
	Iteration 1F: 3 clusters Score -3888857 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -3892127.000000 Penalty: 1006.856323
	Iteration 2F: 3 clusters Score -3892127 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -3896836.750000 Penalty: 1006.856323
	Iteration 3F: 3 clusters Score -3896837 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -3901994.750000 Penalty: 1006.856323
	Iteration 4F: 3 clusters Score -3901995 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -3906119.750000 Penalty: 1006.856323
	Iteration 5F: 3 clusters Score -3906120 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -3908472.000000 Penalty: 1006.856323
	Iteration 6Q: 3 clusters Score -3908472 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -3909304.250000 Penalty: 1006.856323
	Iteration 7Q: 3 clusters Score -3909304 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -3909629.750000 Penalty: 1006.856323
	Iteration 8Q: 3 clusters Score -3909630 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -3909838.750000 Penalty: 1006.856323
	Iteration 9Q: 3 clusters Score -3909839 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -3910012.250000 Penalty: 1006.856323
	Iteration 10Q: 3 clusters Score -3910012 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -3910169.750000 Penalty: 1006.856323
	Iteration 11Q: 3 clusters Score -3910170 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -3910317.750000 Penalty: 1006.856323
	Iteration 12Q: 3 clusters Score -3910318 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -3910432.000000 Penalty: 1006.856323
	Iteration 13Q: 3 clusters Score -3910432 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -3910510.000000 Penalty: 1006.856323
	Iteration 14Q: 3 clusters Score -3910510 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -3910596.000000 Penalty: 1006.856323
	Iteration 15Q: 3 clusters Score -3910596 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -3910658.250000 Penalty: 1006.856323
	Iteration 16Q: 3 clusters Score -3910658 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -3910706.500000 Penalty: 1006.856323
	Iteration 17Q: 3 clusters Score -3910706 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -3910744.750000 Penalty: 1006.856323
	Iteration 18Q: 3 clusters Score -3910745 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -3910765.500000 Penalty: 1006.856323
	Iteration 19Q: 3 clusters Score -3910766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -3910794.750000 Penalty: 1006.856323
	Iteration 20F: 3 clusters Score -3910795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -3910822.500000 Penalty: 1006.856323
	Iteration 21Q: 3 clusters Score -3910822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -3910824.500000 Penalty: 1006.856323
	Iteration 22Q: 3 clusters Score -3910824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -3910836.750000 Penalty: 1006.856323
	Iteration 23Q: 3 clusters Score -3910837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -3910858.000000 Penalty: 1006.856323
	Iteration 24Q: 3 clusters Score -3910858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -3910880.750000 Penalty: 1006.856323
	Iteration 25Q: 3 clusters Score -3910881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -3910907.250000 Penalty: 1006.856323
	Iteration 26Q: 3 clusters Score -3910907 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -3910928.000000 Penalty: 1006.856323
	Iteration 27Q: 3 clusters Score -3910928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -3910930.500000 Penalty: 1006.856323
	Iteration 28Q: 3 clusters Score -3910930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -3910935.500000 Penalty: 1006.856323
	Iteration 29Q: 3 clusters Score -3910936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -3910948.500000 Penalty: 1006.856323
	Iteration 30Q: 3 clusters Score -3910948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -3910955.500000 Penalty: 1006.856323
	Iteration 31Q: 3 clusters Score -3910956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -3910965.250000 Penalty: 1006.856323
	Iteration 32Q: 3 clusters Score -3910965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -3910969.000000 Penalty: 1006.856323
	Iteration 33Q: 3 clusters Score -3910969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -3910976.250000 Penalty: 1006.856323
	Iteration 34Q: 3 clusters Score -3910976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -3910986.500000 Penalty: 1006.856323
	Iteration 35Q: 3 clusters Score -3910986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -3910997.250000 Penalty: 1006.856323
	Iteration 36Q: 3 clusters Score -3910997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -3910996.250000 Penalty: 1006.856323
	Iteration 37Q: 3 clusters Score -3910996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -3910994.750000 Penalty: 1006.856323
	Iteration 38Q: 3 clusters Score -3910995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -3911000.750000 Penalty: 1006.856323
	Iteration 39Q: 3 clusters Score -3911001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -3911004.500000 Penalty: 1006.856323
	Iteration 40F: 3 clusters Score -3911004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -3911003.750000 Penalty: 1006.856323
	Iteration 41Q: 3 clusters Score -3911004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -3911007.250000 Penalty: 1006.856323
	Iteration 42Q: 3 clusters Score -3911007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -3911011.000000 Penalty: 1006.856323
	Iteration 43Q: 3 clusters Score -3911011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -3911016.250000 Penalty: 1006.856323
	Iteration 44Q: 3 clusters Score -3911016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -3911022.500000 Penalty: 1006.856323
	Iteration 45Q: 3 clusters Score -3911022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -3911030.250000 Penalty: 1006.856323
	Iteration 46Q: 3 clusters Score -3911030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -3911029.750000 Penalty: 1006.856323
	Iteration 47Q: 3 clusters Score -3911030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -3911034.750000 Penalty: 1006.856323
	Iteration 48Q: 3 clusters Score -3911035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -3911031.750000 Penalty: 1006.856323
	Iteration 49Q: 3 clusters Score -3911032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -3911032.250000 Penalty: 1006.856323
	Iteration 50Q: 3 clusters Score -3911032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -3911037.250000 Penalty: 1006.856323
	Iteration 51Q: 3 clusters Score -3911037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -3911033.000000 Penalty: 1006.856323
	Iteration 52Q: 3 clusters Score -3911033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -3911036.000000 Penalty: 1006.856323
	Iteration 53Q: 3 clusters Score -3911036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -3911033.500000 Penalty: 1006.856323
	Iteration 54Q: 3 clusters Score -3911034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -3911036.750000 Penalty: 1006.856323
	Iteration 55Q: 3 clusters Score -3911037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -3911046.000000 Penalty: 1006.856323
	Iteration 56Q: 3 clusters Score -3911046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -3911045.250000 Penalty: 1006.856323
	Iteration 57Q: 3 clusters Score -3911045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -3911053.250000 Penalty: 1006.856323
	Iteration 58Q: 3 clusters Score -3911053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -3911053.750000 Penalty: 1006.856323
	Iteration 59Q: 3 clusters Score -3911054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -3911053.250000 Penalty: 1006.856323
	Iteration 60F: 3 clusters Score -3911053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -3911055.000000 Penalty: 1006.856323
	Iteration 61Q: 3 clusters Score -3911055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -3911057.500000 Penalty: 1006.856323
	Iteration 62Q: 3 clusters Score -3911058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -3911054.500000 Penalty: 1006.856323
	Iteration 63Q: 3 clusters Score -3911054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -3911054.500000 Penalty: 1006.856323
	Iteration 64F: 3 clusters Score -3911054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -199842.187500 Penalty: 372.761963
	Iteration 0F: 2 clusters Score -199842.2 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 1807 members 
Entering Unmasked Estep 
Score: -197742.093750 Penalty: 745.523926
	Iteration 0F: 3 clusters Score -197742.1 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -201940.500000 Penalty: 745.523926
	Iteration 1F: 3 clusters Score -201940.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -203326.984375 Penalty: 745.523926
	Iteration 2F: 3 clusters Score -203327 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -204346.531250 Penalty: 745.523926
	Iteration 3F: 3 clusters Score -204346.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -205033.484375 Penalty: 745.523926
	Iteration 4Q: 3 clusters Score -205033.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -205349.265625 Penalty: 745.523926
	Iteration 5Q: 3 clusters Score -205349.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -205521.890625 Penalty: 745.523926
	Iteration 6Q: 3 clusters Score -205521.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -205609.812500 Penalty: 745.523926
	Iteration 7Q: 3 clusters Score -205609.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -205710.140625 Penalty: 745.523926
	Iteration 8Q: 3 clusters Score -205710.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -205826.687500 Penalty: 745.523926
	Iteration 9Q: 3 clusters Score -205826.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -205894.250000 Penalty: 745.523926
	Iteration 10Q: 3 clusters Score -205894.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -205975.296875 Penalty: 745.523926
	Iteration 11Q: 3 clusters Score -205975.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -206048.484375 Penalty: 745.523926
	Iteration 12Q: 3 clusters Score -206048.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -206117.125000 Penalty: 745.523926
	Iteration 13Q: 3 clusters Score -206117.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -206165.984375 Penalty: 745.523926
	Iteration 14Q: 3 clusters Score -206166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -206217.171875 Penalty: 745.523926
	Iteration 15Q: 3 clusters Score -206217.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -206239.203125 Penalty: 745.523926
	Iteration 16Q: 3 clusters Score -206239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -206260.890625 Penalty: 745.523926
	Iteration 17Q: 3 clusters Score -206260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -206271.421875 Penalty: 745.523926
	Iteration 18Q: 3 clusters Score -206271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -206273.671875 Penalty: 745.523926
	Iteration 19Q: 3 clusters Score -206273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -206311.859375 Penalty: 745.523926
	Iteration 20F: 3 clusters Score -206311.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -206338.859375 Penalty: 745.523926
	Iteration 21Q: 3 clusters Score -206338.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -206338.500000 Penalty: 745.523926
	Iteration 22Q: 3 clusters Score -206338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -206350.171875 Penalty: 745.523926
	Iteration 23Q: 3 clusters Score -206350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -206364.593750 Penalty: 745.523926
	Iteration 24Q: 3 clusters Score -206364.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -206391.031250 Penalty: 745.523926
	Iteration 25Q: 3 clusters Score -206391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -206518.562500 Penalty: 745.523926
	Iteration 26Q: 3 clusters Score -206518.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -206853.281250 Penalty: 745.523926
	Iteration 27Q: 3 clusters Score -206853.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -207180.250000 Penalty: 745.523926
	Iteration 28Q: 3 clusters Score -207180.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -207371.015625 Penalty: 745.523926
	Iteration 29Q: 3 clusters Score -207371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -207459.625000 Penalty: 745.523926
	Iteration 30Q: 3 clusters Score -207459.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -207529.078125 Penalty: 745.523926
	Iteration 31Q: 3 clusters Score -207529.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -207553.406250 Penalty: 745.523926
	Iteration 32Q: 3 clusters Score -207553.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -207562.078125 Penalty: 745.523926
	Iteration 33Q: 3 clusters Score -207562.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -207602.578125 Penalty: 745.523926
	Iteration 34Q: 3 clusters Score -207602.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -207608.703125 Penalty: 745.523926
	Iteration 35Q: 3 clusters Score -207608.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -207622.453125 Penalty: 745.523926
	Iteration 36Q: 3 clusters Score -207622.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -207632.656250 Penalty: 745.523926
	Iteration 37Q: 3 clusters Score -207632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -207633.875000 Penalty: 745.523926
	Iteration 38Q: 3 clusters Score -207633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -207624.781250 Penalty: 745.523926
	Iteration 39Q: 3 clusters Score -207624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -207644.328125 Penalty: 745.523926
	Iteration 40F: 3 clusters Score -207644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -207645.218750 Penalty: 745.523926
	Iteration 41Q: 3 clusters Score -207645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -207660.046875 Penalty: 745.523926
	Iteration 42Q: 3 clusters Score -207660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -207654.156250 Penalty: 745.523926
	Iteration 43Q: 3 clusters Score -207654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -207681.656250 Penalty: 745.523926
	Iteration 44Q: 3 clusters Score -207681.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -207778.406250 Penalty: 745.523926
	Iteration 45Q: 3 clusters Score -207778.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -208065.343750 Penalty: 745.523926
	Iteration 46Q: 3 clusters Score -208065.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -208200.515625 Penalty: 745.523926
	Iteration 47Q: 3 clusters Score -208200.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -208224.937500 Penalty: 745.523926
	Iteration 48Q: 3 clusters Score -208224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -208227.515625 Penalty: 745.523926
	Iteration 49Q: 3 clusters Score -208227.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -208228.000000 Penalty: 745.523926
	Iteration 50Q: 3 clusters Score -208228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -208222.937500 Penalty: 745.523926
	Iteration 51Q: 3 clusters Score -208222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -208191.171875 Penalty: 745.523926
	Iteration 52Q: 3 clusters Score -208191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -208233.750000 Penalty: 745.523926
	Iteration 53Q: 3 clusters Score -208233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -208220.859375 Penalty: 745.523926
	Iteration 54Q: 3 clusters Score -208220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -208229.281250 Penalty: 745.523926
	Iteration 55Q: 3 clusters Score -208229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -208233.640625 Penalty: 745.523926
	Iteration 56Q: 3 clusters Score -208233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -208235.656250 Penalty: 745.523926
	Iteration 57Q: 3 clusters Score -208235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -208235.656250 Penalty: 745.523926
	Iteration 58F: 3 clusters Score -208235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 50621 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 14 contains 95814 members 
Mstep: Class 15 contains 127774 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53091296.000000 Penalty: 10603.164062
Splitting cluster 3 changes total score from -53082764.000000 to -53091296.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (15715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Entering Unmasked Estep 
Score: -995017.000000 Penalty: 439.637878
	Iteration 0F: 2 clusters Score -995017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -984495.000000 Penalty: 879.275757
	Iteration 0F: 3 clusters Score -984495 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -989246.000000 Penalty: 879.275757
	Iteration 1F: 3 clusters Score -989246 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -989822.812500 Penalty: 879.275757
	Iteration 2F: 3 clusters Score -989822.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -990587.125000 Penalty: 879.275757
	Iteration 3F: 3 clusters Score -990587.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -991523.250000 Penalty: 879.275757
	Iteration 4F: 3 clusters Score -991523.2 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -992417.250000 Penalty: 879.275757
	Iteration 5F: 3 clusters Score -992417.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -993041.750000 Penalty: 879.275757
	Iteration 6F: 3 clusters Score -993041.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -993314.875000 Penalty: 879.275757
	Iteration 7Q: 3 clusters Score -993314.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -993418.562500 Penalty: 879.275757
	Iteration 8Q: 3 clusters Score -993418.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -993498.562500 Penalty: 879.275757
	Iteration 9Q: 3 clusters Score -993498.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -993551.625000 Penalty: 879.275757
	Iteration 10Q: 3 clusters Score -993551.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -993597.312500 Penalty: 879.275757
	Iteration 11Q: 3 clusters Score -993597.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -993636.750000 Penalty: 879.275757
	Iteration 12Q: 3 clusters Score -993636.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -993668.125000 Penalty: 879.275757
	Iteration 13Q: 3 clusters Score -993668.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -993694.812500 Penalty: 879.275757
	Iteration 14Q: 3 clusters Score -993694.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -993715.750000 Penalty: 879.275757
	Iteration 15Q: 3 clusters Score -993715.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -993737.000000 Penalty: 879.275757
	Iteration 16Q: 3 clusters Score -993737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -993753.812500 Penalty: 879.275757
	Iteration 17Q: 3 clusters Score -993753.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -993772.125000 Penalty: 879.275757
	Iteration 18Q: 3 clusters Score -993772.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -993782.812500 Penalty: 879.275757
	Iteration 19Q: 3 clusters Score -993782.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -993800.250000 Penalty: 879.275757
	Iteration 20F: 3 clusters Score -993800.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -993814.875000 Penalty: 879.275757
	Iteration 21Q: 3 clusters Score -993814.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -993837.875000 Penalty: 879.275757
	Iteration 22Q: 3 clusters Score -993837.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -993854.812500 Penalty: 879.275757
	Iteration 23Q: 3 clusters Score -993854.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -993877.562500 Penalty: 879.275757
	Iteration 24Q: 3 clusters Score -993877.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -993902.125000 Penalty: 879.275757
	Iteration 25Q: 3 clusters Score -993902.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -993920.437500 Penalty: 879.275757
	Iteration 26Q: 3 clusters Score -993920.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -993936.187500 Penalty: 879.275757
	Iteration 27Q: 3 clusters Score -993936.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -993956.187500 Penalty: 879.275757
	Iteration 28Q: 3 clusters Score -993956.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -993974.250000 Penalty: 879.275757
	Iteration 29Q: 3 clusters Score -993974.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -993997.437500 Penalty: 879.275757
	Iteration 30Q: 3 clusters Score -993997.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -994017.000000 Penalty: 879.275757
	Iteration 31Q: 3 clusters Score -994017 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -994038.875000 Penalty: 879.275757
	Iteration 32Q: 3 clusters Score -994038.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -994062.625000 Penalty: 879.275757
	Iteration 33Q: 3 clusters Score -994062.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -994090.500000 Penalty: 879.275757
	Iteration 34Q: 3 clusters Score -994090.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -994120.312500 Penalty: 879.275757
	Iteration 35Q: 3 clusters Score -994120.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -994146.562500 Penalty: 879.275757
	Iteration 36Q: 3 clusters Score -994146.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -994174.250000 Penalty: 879.275757
	Iteration 37Q: 3 clusters Score -994174.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -994201.375000 Penalty: 879.275757
	Iteration 38Q: 3 clusters Score -994201.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -994229.875000 Penalty: 879.275757
	Iteration 39Q: 3 clusters Score -994229.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -994248.812500 Penalty: 879.275757
	Iteration 40F: 3 clusters Score -994248.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -994271.875000 Penalty: 879.275757
	Iteration 41Q: 3 clusters Score -994271.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -994289.312500 Penalty: 879.275757
	Iteration 42Q: 3 clusters Score -994289.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -994309.312500 Penalty: 879.275757
	Iteration 43Q: 3 clusters Score -994309.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -994322.875000 Penalty: 879.275757
	Iteration 44Q: 3 clusters Score -994322.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -994349.562500 Penalty: 879.275757
	Iteration 45Q: 3 clusters Score -994349.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -994376.625000 Penalty: 879.275757
	Iteration 46Q: 3 clusters Score -994376.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -994407.625000 Penalty: 879.275757
	Iteration 47Q: 3 clusters Score -994407.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -994434.812500 Penalty: 879.275757
	Iteration 48Q: 3 clusters Score -994434.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -994457.687500 Penalty: 879.275757
	Iteration 49Q: 3 clusters Score -994457.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -994483.062500 Penalty: 879.275757
	Iteration 50Q: 3 clusters Score -994483.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -994494.937500 Penalty: 879.275757
	Iteration 51Q: 3 clusters Score -994494.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -994514.750000 Penalty: 879.275757
	Iteration 52Q: 3 clusters Score -994514.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -994531.312500 Penalty: 879.275757
	Iteration 53Q: 3 clusters Score -994531.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -994545.125000 Penalty: 879.275757
	Iteration 54Q: 3 clusters Score -994545.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -994557.625000 Penalty: 879.275757
	Iteration 55Q: 3 clusters Score -994557.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -994576.625000 Penalty: 879.275757
	Iteration 56Q: 3 clusters Score -994576.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -994596.250000 Penalty: 879.275757
	Iteration 57Q: 3 clusters Score -994596.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -994612.562500 Penalty: 879.275757
	Iteration 58Q: 3 clusters Score -994612.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -994625.687500 Penalty: 879.275757
	Iteration 59Q: 3 clusters Score -994625.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -994636.875000 Penalty: 879.275757
	Iteration 60F: 3 clusters Score -994636.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -994649.312500 Penalty: 879.275757
	Iteration 61Q: 3 clusters Score -994649.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -994658.500000 Penalty: 879.275757
	Iteration 62Q: 3 clusters Score -994658.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -994662.562500 Penalty: 879.275757
	Iteration 63Q: 3 clusters Score -994662.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -994674.437500 Penalty: 879.275757
	Iteration 64Q: 3 clusters Score -994674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -994677.062500 Penalty: 879.275757
	Iteration 65Q: 3 clusters Score -994677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -994678.750000 Penalty: 879.275757
	Iteration 66Q: 3 clusters Score -994678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -994684.562500 Penalty: 879.275757
	Iteration 67Q: 3 clusters Score -994684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -994688.375000 Penalty: 879.275757
	Iteration 68Q: 3 clusters Score -994688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -994696.812500 Penalty: 879.275757
	Iteration 69Q: 3 clusters Score -994696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -994700.500000 Penalty: 879.275757
	Iteration 70Q: 3 clusters Score -994700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -994703.875000 Penalty: 879.275757
	Iteration 71Q: 3 clusters Score -994703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -994706.812500 Penalty: 879.275757
	Iteration 72Q: 3 clusters Score -994706.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -994709.625000 Penalty: 879.275757
	Iteration 73Q: 3 clusters Score -994709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -994714.187500 Penalty: 879.275757
	Iteration 74Q: 3 clusters Score -994714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -994718.187500 Penalty: 879.275757
	Iteration 75Q: 3 clusters Score -994718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -994721.875000 Penalty: 879.275757
	Iteration 76Q: 3 clusters Score -994721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -994723.625000 Penalty: 879.275757
	Iteration 77Q: 3 clusters Score -994723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -994724.562500 Penalty: 879.275757
	Iteration 78Q: 3 clusters Score -994724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -994725.625000 Penalty: 879.275757
	Iteration 79Q: 3 clusters Score -994725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -994725.500000 Penalty: 879.275757
	Iteration 80F: 3 clusters Score -994725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -994726.250000 Penalty: 879.275757
	Iteration 81Q: 3 clusters Score -994726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -994726.625000 Penalty: 879.275757
	Iteration 82Q: 3 clusters Score -994726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -994726.625000 Penalty: 879.275757
	Iteration 83F: 3 clusters Score -994726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170112 members 
Entering Unmasked Estep 
Score: -10417082.000000 Penalty: 548.011658
	Iteration 0F: 2 clusters Score -1.041708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -10313631.000000 Penalty: 1096.023315
	Iteration 0F: 3 clusters Score -1.031363e+07 nChanged 83836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -10365391.000000 Penalty: 1096.023315
	Iteration 1F: 3 clusters Score -1.036539e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 90668 members 
Entering Unmasked Estep 
Score: -10368986.000000 Penalty: 1096.023315
	Iteration 2F: 3 clusters Score -1.036899e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -10375563.000000 Penalty: 1096.023315
	Iteration 3F: 3 clusters Score -1.037556e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -10385720.000000 Penalty: 1096.023315
	Iteration 4F: 3 clusters Score -1.038572e+07 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -10395733.000000 Penalty: 1096.023315
	Iteration 5F: 3 clusters Score -1.039573e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -10400101.000000 Penalty: 1096.023315
	Iteration 6F: 3 clusters Score -1.04001e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -10401159.000000 Penalty: 1096.023315
	Iteration 7Q: 3 clusters Score -1.040116e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -10400780.000000 Penalty: 1096.023315
	Iteration 8Q: 3 clusters Score -1.040078e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -10400422.000000 Penalty: 1096.023315
	Iteration 9Q: 3 clusters Score -1.040042e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -10399926.000000 Penalty: 1096.023315
	Iteration 10Q: 3 clusters Score -1.039993e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -10399149.000000 Penalty: 1096.023315
	Iteration 11Q: 3 clusters Score -1.039915e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -10398497.000000 Penalty: 1096.023315
	Iteration 12Q: 3 clusters Score -1.03985e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -10397946.000000 Penalty: 1096.023315
	Iteration 13Q: 3 clusters Score -1.039795e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -10397742.000000 Penalty: 1096.023315
	Iteration 14Q: 3 clusters Score -1.039774e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -10397938.000000 Penalty: 1096.023315
	Iteration 15Q: 3 clusters Score -1.039794e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102631 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -10398071.000000 Penalty: 1096.023315
	Iteration 16Q: 3 clusters Score -1.039807e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -10398751.000000 Penalty: 1096.023315
	Iteration 17Q: 3 clusters Score -1.039875e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -10399594.000000 Penalty: 1096.023315
	Iteration 18Q: 3 clusters Score -1.039959e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -10400571.000000 Penalty: 1096.023315
	Iteration 19Q: 3 clusters Score -1.040057e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -10401527.000000 Penalty: 1096.023315
	Iteration 20F: 3 clusters Score -1.040153e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -10402199.000000 Penalty: 1096.023315
	Iteration 21Q: 3 clusters Score -1.04022e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -10402830.000000 Penalty: 1096.023315
	Iteration 22Q: 3 clusters Score -1.040283e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -10403421.000000 Penalty: 1096.023315
	Iteration 23Q: 3 clusters Score -1.040342e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -10403901.000000 Penalty: 1096.023315
	Iteration 24Q: 3 clusters Score -1.04039e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -10404377.000000 Penalty: 1096.023315
	Iteration 25Q: 3 clusters Score -1.040438e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -10404914.000000 Penalty: 1096.023315
	Iteration 26Q: 3 clusters Score -1.040491e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -10405292.000000 Penalty: 1096.023315
	Iteration 27Q: 3 clusters Score -1.040529e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -10405790.000000 Penalty: 1096.023315
	Iteration 28Q: 3 clusters Score -1.040579e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -10406248.000000 Penalty: 1096.023315
	Iteration 29Q: 3 clusters Score -1.040625e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -10406616.000000 Penalty: 1096.023315
	Iteration 30Q: 3 clusters Score -1.040662e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -10407021.000000 Penalty: 1096.023315
	Iteration 31Q: 3 clusters Score -1.040702e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -10407347.000000 Penalty: 1096.023315
	Iteration 32Q: 3 clusters Score -1.040735e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -10407589.000000 Penalty: 1096.023315
	Iteration 33Q: 3 clusters Score -1.040759e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -10407847.000000 Penalty: 1096.023315
	Iteration 34Q: 3 clusters Score -1.040785e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -10408009.000000 Penalty: 1096.023315
	Iteration 35Q: 3 clusters Score -1.040801e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -10408279.000000 Penalty: 1096.023315
	Iteration 36Q: 3 clusters Score -1.040828e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -10408414.000000 Penalty: 1096.023315
	Iteration 37Q: 3 clusters Score -1.040841e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -10408551.000000 Penalty: 1096.023315
	Iteration 38Q: 3 clusters Score -1.040855e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -10408706.000000 Penalty: 1096.023315
	Iteration 39Q: 3 clusters Score -1.040871e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -10408898.000000 Penalty: 1096.023315
	Iteration 40F: 3 clusters Score -1.04089e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -10408982.000000 Penalty: 1096.023315
	Iteration 41Q: 3 clusters Score -1.040898e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -10409113.000000 Penalty: 1096.023315
	Iteration 42Q: 3 clusters Score -1.040911e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -10409205.000000 Penalty: 1096.023315
	Iteration 43Q: 3 clusters Score -1.04092e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -10409309.000000 Penalty: 1096.023315
	Iteration 44Q: 3 clusters Score -1.040931e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -10409438.000000 Penalty: 1096.023315
	Iteration 45Q: 3 clusters Score -1.040944e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -10409562.000000 Penalty: 1096.023315
	Iteration 46Q: 3 clusters Score -1.040956e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -10409640.000000 Penalty: 1096.023315
	Iteration 47Q: 3 clusters Score -1.040964e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -10409735.000000 Penalty: 1096.023315
	Iteration 48Q: 3 clusters Score -1.040974e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -10409871.000000 Penalty: 1096.023315
	Iteration 49Q: 3 clusters Score -1.040987e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -10409950.000000 Penalty: 1096.023315
	Iteration 50Q: 3 clusters Score -1.040995e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -10410080.000000 Penalty: 1096.023315
	Iteration 51Q: 3 clusters Score -1.041008e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -10410181.000000 Penalty: 1096.023315
	Iteration 52Q: 3 clusters Score -1.041018e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -10410264.000000 Penalty: 1096.023315
	Iteration 53Q: 3 clusters Score -1.041026e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -10410390.000000 Penalty: 1096.023315
	Iteration 54Q: 3 clusters Score -1.041039e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -10410513.000000 Penalty: 1096.023315
	Iteration 55Q: 3 clusters Score -1.041051e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -10410481.000000 Penalty: 1096.023315
	Iteration 56Q: 3 clusters Score -1.041048e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -10410563.000000 Penalty: 1096.023315
	Iteration 57Q: 3 clusters Score -1.041056e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -10410596.000000 Penalty: 1096.023315
	Iteration 58Q: 3 clusters Score -1.04106e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -10410597.000000 Penalty: 1096.023315
	Iteration 59Q: 3 clusters Score -1.04106e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -10410614.000000 Penalty: 1096.023315
	Iteration 60F: 3 clusters Score -1.041061e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 92609 members 
Entering Unmasked Estep 
Score: -10410555.000000 Penalty: 1096.023315
	Iteration 61Q: 3 clusters Score -1.041056e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -10410534.000000 Penalty: 1096.023315
	Iteration 62Q: 3 clusters Score -1.041053e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -10410549.000000 Penalty: 1096.023315
	Iteration 63Q: 3 clusters Score -1.041055e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -10410489.000000 Penalty: 1096.023315
	Iteration 64Q: 3 clusters Score -1.041049e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -10410485.000000 Penalty: 1096.023315
	Iteration 65Q: 3 clusters Score -1.041048e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -10410446.000000 Penalty: 1096.023315
	Iteration 66Q: 3 clusters Score -1.041045e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -10410298.000000 Penalty: 1096.023315
	Iteration 67Q: 3 clusters Score -1.04103e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -10410227.000000 Penalty: 1096.023315
	Iteration 68Q: 3 clusters Score -1.041023e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -10410128.000000 Penalty: 1096.023315
	Iteration 69Q: 3 clusters Score -1.041013e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -10410039.000000 Penalty: 1096.023315
	Iteration 70Q: 3 clusters Score -1.041004e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -10409963.000000 Penalty: 1096.023315
	Iteration 71Q: 3 clusters Score -1.040996e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -10409833.000000 Penalty: 1096.023315
	Iteration 72Q: 3 clusters Score -1.040983e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -10409700.000000 Penalty: 1096.023315
	Iteration 73Q: 3 clusters Score -1.04097e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -10409592.000000 Penalty: 1096.023315
	Iteration 74Q: 3 clusters Score -1.040959e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -10409574.000000 Penalty: 1096.023315
	Iteration 75Q: 3 clusters Score -1.040957e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -10409447.000000 Penalty: 1096.023315
	Iteration 76Q: 3 clusters Score -1.040945e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -10409395.000000 Penalty: 1096.023315
	Iteration 77Q: 3 clusters Score -1.04094e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -10409285.000000 Penalty: 1096.023315
	Iteration 78Q: 3 clusters Score -1.040928e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -10409168.000000 Penalty: 1096.023315
	Iteration 79Q: 3 clusters Score -1.040917e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 104902 members 
Entering Unmasked Estep 
Score: -10409026.000000 Penalty: 1096.023315
	Iteration 80F: 3 clusters Score -1.040903e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -10408793.000000 Penalty: 1096.023315
	Iteration 81Q: 3 clusters Score -1.040879e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -10408587.000000 Penalty: 1096.023315
	Iteration 82Q: 3 clusters Score -1.040859e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -10408415.000000 Penalty: 1096.023315
	Iteration 83Q: 3 clusters Score -1.040842e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -10408135.000000 Penalty: 1096.023315
	Iteration 84Q: 3 clusters Score -1.040814e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -10407927.000000 Penalty: 1096.023315
	Iteration 85Q: 3 clusters Score -1.040793e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -10407608.000000 Penalty: 1096.023315
	Iteration 86Q: 3 clusters Score -1.040761e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -10407508.000000 Penalty: 1096.023315
	Iteration 87Q: 3 clusters Score -1.040751e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -10407277.000000 Penalty: 1096.023315
	Iteration 88Q: 3 clusters Score -1.040728e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -10407160.000000 Penalty: 1096.023315
	Iteration 89Q: 3 clusters Score -1.040716e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -10407115.000000 Penalty: 1096.023315
	Iteration 90Q: 3 clusters Score -1.040712e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -10407028.000000 Penalty: 1096.023315
	Iteration 91Q: 3 clusters Score -1.040703e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -10407231.000000 Penalty: 1096.023315
	Iteration 92Q: 3 clusters Score -1.040723e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -10407416.000000 Penalty: 1096.023315
	Iteration 93Q: 3 clusters Score -1.040742e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -10407471.000000 Penalty: 1096.023315
	Iteration 94Q: 3 clusters Score -1.040747e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -10407628.000000 Penalty: 1096.023315
	Iteration 95Q: 3 clusters Score -1.040763e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -10408149.000000 Penalty: 1096.023315
	Iteration 96Q: 3 clusters Score -1.040815e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -10408350.000000 Penalty: 1096.023315
	Iteration 97Q: 3 clusters Score -1.040835e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -10408652.000000 Penalty: 1096.023315
	Iteration 98Q: 3 clusters Score -1.040865e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -10409165.000000 Penalty: 1096.023315
	Iteration 99Q: 3 clusters Score -1.040916e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -10410292.000000 Penalty: 1096.023315
	Iteration 100F: 3 clusters Score -1.041029e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -10411666.000000 Penalty: 1096.023315
	Iteration 101Q: 3 clusters Score -1.041167e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -10412986.000000 Penalty: 1096.023315
	Iteration 102Q: 3 clusters Score -1.041299e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -10413804.000000 Penalty: 1096.023315
	Iteration 103Q: 3 clusters Score -1.04138e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -10412729.000000 Penalty: 1096.023315
	Iteration 104Q: 3 clusters Score -1.041273e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -10409748.000000 Penalty: 1096.023315
	Iteration 105Q: 3 clusters Score -1.040975e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -10407176.000000 Penalty: 1096.023315
	Iteration 106F: 3 clusters Score -1.040718e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -10404229.000000 Penalty: 1096.023315
	Iteration 107F: 3 clusters Score -1.040423e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131002 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -10401096.000000 Penalty: 1096.023315
	Iteration 108F: 3 clusters Score -1.04011e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143182 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -10398226.000000 Penalty: 1096.023315
	Iteration 109F: 3 clusters Score -1.039823e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153223 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -10397515.000000 Penalty: 1096.023315
	Iteration 110F: 3 clusters Score -1.039752e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160565 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -10411604.000000 Penalty: 1096.023315
	Iteration 111Q: 3 clusters Score -1.04116e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164705 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -10416166.000000 Penalty: 1096.023315
	Iteration 112Q: 3 clusters Score -1.041617e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10417192.000000 Penalty: 1096.023315
	Iteration 113Q: 3 clusters Score -1.041719e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10417213.000000 Penalty: 1096.023315
	Iteration 114Q: 3 clusters Score -1.041721e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10417090.000000 Penalty: 1096.023315
	Iteration 115Q: 3 clusters Score -1.041709e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10416992.000000 Penalty: 1096.023315
	Iteration 116Q: 3 clusters Score -1.041699e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10416929.000000 Penalty: 1096.023315
	Iteration 117Q: 3 clusters Score -1.041693e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169661 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10416896.000000 Penalty: 1096.023315
	Iteration 118Q: 3 clusters Score -1.04169e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10416898.000000 Penalty: 1096.023315
	Iteration 119Q: 3 clusters Score -1.04169e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169795 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10416877.000000 Penalty: 1096.023315
	Iteration 120F: 3 clusters Score -1.041688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10416873.000000 Penalty: 1096.023315
	Iteration 121Q: 3 clusters Score -1.041687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169838 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10416876.000000 Penalty: 1096.023315
	Iteration 122Q: 3 clusters Score -1.041688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169848 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10416863.000000 Penalty: 1096.023315
	Iteration 123Q: 3 clusters Score -1.041686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10416868.000000 Penalty: 1096.023315
	Iteration 124Q: 3 clusters Score -1.041687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10416858.000000 Penalty: 1096.023315
	Iteration 125Q: 3 clusters Score -1.041686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10416856.000000 Penalty: 1096.023315
	Iteration 126Q: 3 clusters Score -1.041686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169879 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10416856.000000 Penalty: 1096.023315
	Iteration 127Q: 3 clusters Score -1.041686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10416866.000000 Penalty: 1096.023315
	Iteration 128Q: 3 clusters Score -1.041687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169881 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10416865.000000 Penalty: 1096.023315
	Iteration 129Q: 3 clusters Score -1.041686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169881 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10416865.000000 Penalty: 1096.023315
	Iteration 130F: 3 clusters Score -1.041686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Entering Unmasked Estep 
Score: -3147903.000000 Penalty: 492.861542
	Iteration 0F: 2 clusters Score -3147903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3114018.250000 Penalty: 985.723083
	Iteration 0F: 3 clusters Score -3114018 nChanged 24412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3129333.250000 Penalty: 985.723083
	Iteration 1F: 3 clusters Score -3129333 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3131415.750000 Penalty: 985.723083
	Iteration 2F: 3 clusters Score -3131416 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3134345.250000 Penalty: 985.723083
	Iteration 3F: 3 clusters Score -3134345 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3138406.500000 Penalty: 985.723083
	Iteration 4F: 3 clusters Score -3138406 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3142719.500000 Penalty: 985.723083
	Iteration 5F: 3 clusters Score -3142720 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3145421.750000 Penalty: 985.723083
	Iteration 6F: 3 clusters Score -3145422 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3146149.500000 Penalty: 985.723083
	Iteration 7Q: 3 clusters Score -3146150 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3146401.250000 Penalty: 985.723083
	Iteration 8Q: 3 clusters Score -3146401 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3146585.750000 Penalty: 985.723083
	Iteration 9Q: 3 clusters Score -3146586 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3146743.000000 Penalty: 985.723083
	Iteration 10Q: 3 clusters Score -3146743 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3146853.500000 Penalty: 985.723083
	Iteration 11Q: 3 clusters Score -3146854 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3146946.750000 Penalty: 985.723083
	Iteration 12Q: 3 clusters Score -3146947 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3147054.750000 Penalty: 985.723083
	Iteration 13Q: 3 clusters Score -3147055 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3147145.250000 Penalty: 985.723083
	Iteration 14Q: 3 clusters Score -3147145 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3147217.750000 Penalty: 985.723083
	Iteration 15Q: 3 clusters Score -3147218 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3147283.000000 Penalty: 985.723083
	Iteration 16Q: 3 clusters Score -3147283 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3147366.500000 Penalty: 985.723083
	Iteration 17Q: 3 clusters Score -3147366 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3147441.250000 Penalty: 985.723083
	Iteration 18Q: 3 clusters Score -3147441 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3147505.500000 Penalty: 985.723083
	Iteration 19Q: 3 clusters Score -3147506 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3147581.000000 Penalty: 985.723083
	Iteration 20F: 3 clusters Score -3147581 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3147650.250000 Penalty: 985.723083
	Iteration 21Q: 3 clusters Score -3147650 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3147676.000000 Penalty: 985.723083
	Iteration 22Q: 3 clusters Score -3147676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3147711.500000 Penalty: 985.723083
	Iteration 23Q: 3 clusters Score -3147712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3147748.750000 Penalty: 985.723083
	Iteration 24Q: 3 clusters Score -3147749 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3147799.000000 Penalty: 985.723083
	Iteration 25Q: 3 clusters Score -3147799 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3147837.750000 Penalty: 985.723083
	Iteration 26Q: 3 clusters Score -3147838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3147878.250000 Penalty: 985.723083
	Iteration 27Q: 3 clusters Score -3147878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3147897.000000 Penalty: 985.723083
	Iteration 28Q: 3 clusters Score -3147897 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3147921.000000 Penalty: 985.723083
	Iteration 29Q: 3 clusters Score -3147921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3147942.500000 Penalty: 985.723083
	Iteration 30Q: 3 clusters Score -3147942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3147962.750000 Penalty: 985.723083
	Iteration 31Q: 3 clusters Score -3147963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3147981.500000 Penalty: 985.723083
	Iteration 32Q: 3 clusters Score -3147982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3148000.250000 Penalty: 985.723083
	Iteration 33Q: 3 clusters Score -3148000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3148004.500000 Penalty: 985.723083
	Iteration 34Q: 3 clusters Score -3148004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3148000.500000 Penalty: 985.723083
	Iteration 35Q: 3 clusters Score -3148000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3148014.250000 Penalty: 985.723083
	Iteration 36Q: 3 clusters Score -3148014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3148019.250000 Penalty: 985.723083
	Iteration 37Q: 3 clusters Score -3148019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3148025.250000 Penalty: 985.723083
	Iteration 38Q: 3 clusters Score -3148025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3148034.750000 Penalty: 985.723083
	Iteration 39Q: 3 clusters Score -3148035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3148041.000000 Penalty: 985.723083
	Iteration 40F: 3 clusters Score -3148041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3148048.750000 Penalty: 985.723083
	Iteration 41Q: 3 clusters Score -3148049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3148046.750000 Penalty: 985.723083
	Iteration 42Q: 3 clusters Score -3148047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3148048.500000 Penalty: 985.723083
	Iteration 43Q: 3 clusters Score -3148048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3148054.000000 Penalty: 985.723083
	Iteration 44Q: 3 clusters Score -3148054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3148055.750000 Penalty: 985.723083
	Iteration 45Q: 3 clusters Score -3148056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3148059.000000 Penalty: 985.723083
	Iteration 46Q: 3 clusters Score -3148059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3148057.500000 Penalty: 985.723083
	Iteration 47Q: 3 clusters Score -3148058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3148061.250000 Penalty: 985.723083
	Iteration 48Q: 3 clusters Score -3148061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3148066.750000 Penalty: 985.723083
	Iteration 49Q: 3 clusters Score -3148067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3148063.750000 Penalty: 985.723083
	Iteration 50Q: 3 clusters Score -3148064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3148063.750000 Penalty: 985.723083
	Iteration 51Q: 3 clusters Score -3148064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3148067.750000 Penalty: 985.723083
	Iteration 52Q: 3 clusters Score -3148068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3148066.750000 Penalty: 985.723083
	Iteration 53Q: 3 clusters Score -3148067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3148068.500000 Penalty: 985.723083
	Iteration 54Q: 3 clusters Score -3148068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3148069.750000 Penalty: 985.723083
	Iteration 55Q: 3 clusters Score -3148070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3148069.000000 Penalty: 985.723083
	Iteration 56Q: 3 clusters Score -3148069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3148077.000000 Penalty: 985.723083
	Iteration 57Q: 3 clusters Score -3148077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3148077.000000 Penalty: 985.723083
	Iteration 58Q: 3 clusters Score -3148077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3148079.500000 Penalty: 985.723083
	Iteration 59Q: 3 clusters Score -3148080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3148079.500000 Penalty: 985.723083
	Iteration 60F: 3 clusters Score -3148080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3148078.000000 Penalty: 985.723083
	Iteration 61Q: 3 clusters Score -3148078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3148081.250000 Penalty: 985.723083
	Iteration 62Q: 3 clusters Score -3148081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3148085.250000 Penalty: 985.723083
	Iteration 63Q: 3 clusters Score -3148085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3148086.500000 Penalty: 985.723083
	Iteration 64Q: 3 clusters Score -3148086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3148096.250000 Penalty: 985.723083
	Iteration 65Q: 3 clusters Score -3148096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3148099.750000 Penalty: 985.723083
	Iteration 66Q: 3 clusters Score -3148100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3148100.500000 Penalty: 985.723083
	Iteration 67Q: 3 clusters Score -3148100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3148103.750000 Penalty: 985.723083
	Iteration 68Q: 3 clusters Score -3148104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3148106.000000 Penalty: 985.723083
	Iteration 69Q: 3 clusters Score -3148106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3148104.750000 Penalty: 985.723083
	Iteration 70Q: 3 clusters Score -3148105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3148102.000000 Penalty: 985.723083
	Iteration 71Q: 3 clusters Score -3148102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3148101.250000 Penalty: 985.723083
	Iteration 72Q: 3 clusters Score -3148101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3148101.500000 Penalty: 985.723083
	Iteration 73Q: 3 clusters Score -3148102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3148101.000000 Penalty: 985.723083
	Iteration 74Q: 3 clusters Score -3148101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3148099.500000 Penalty: 985.723083
	Iteration 75Q: 3 clusters Score -3148100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3148096.750000 Penalty: 985.723083
	Iteration 76Q: 3 clusters Score -3148097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3148100.500000 Penalty: 985.723083
	Iteration 77Q: 3 clusters Score -3148100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3148104.000000 Penalty: 985.723083
	Iteration 78Q: 3 clusters Score -3148104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3148103.250000 Penalty: 985.723083
	Iteration 79Q: 3 clusters Score -3148103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3148102.750000 Penalty: 985.723083
	Iteration 80F: 3 clusters Score -3148103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3148100.250000 Penalty: 985.723083
	Iteration 81Q: 3 clusters Score -3148100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3148100.250000 Penalty: 985.723083
	Iteration 82Q: 3 clusters Score -3148100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3148098.500000 Penalty: 985.723083
	Iteration 83Q: 3 clusters Score -3148098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3148098.500000 Penalty: 985.723083
	Iteration 84F: 3 clusters Score -3148098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 14 contains 95814 members 
Mstep: Class 15 contains 127774 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53091260.000000 Penalty: 11226.879883
Splitting cluster 9 changes total score from -53082764.000000 to -53091260.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -275056.875000 Penalty: 384.425598
	Iteration 0F: 2 clusters Score -275056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -271929.468750 Penalty: 768.851196
	Iteration 0F: 3 clusters Score -271929.5 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -273873.531250 Penalty: 768.851196
	Iteration 1F: 3 clusters Score -273873.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274559.312500 Penalty: 768.851196
	Iteration 2F: 3 clusters Score -274559.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -274904.750000 Penalty: 768.851196
	Iteration 3F: 3 clusters Score -274904.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -275085.687500 Penalty: 768.851196
	Iteration 4Q: 3 clusters Score -275085.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275152.843750 Penalty: 768.851196
	Iteration 5Q: 3 clusters Score -275152.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -275195.843750 Penalty: 768.851196
	Iteration 6Q: 3 clusters Score -275195.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -275217.187500 Penalty: 768.851196
	Iteration 7Q: 3 clusters Score -275217.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -275221.218750 Penalty: 768.851196
	Iteration 8Q: 3 clusters Score -275221.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275223.687500 Penalty: 768.851196
	Iteration 9Q: 3 clusters Score -275223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -275228.125000 Penalty: 768.851196
	Iteration 10Q: 3 clusters Score -275228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -275230.562500 Penalty: 768.851196
	Iteration 11Q: 3 clusters Score -275230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -275231.031250 Penalty: 768.851196
	Iteration 12Q: 3 clusters Score -275231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -275232.718750 Penalty: 768.851196
	Iteration 13Q: 3 clusters Score -275232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275232.593750 Penalty: 768.851196
	Iteration 14Q: 3 clusters Score -275232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -275232.250000 Penalty: 768.851196
	Iteration 15Q: 3 clusters Score -275232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -275232.250000 Penalty: 768.851196
	Iteration 16F: 3 clusters Score -275232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 14 contains 95814 members 
Mstep: Class 15 contains 127774 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53091248.000000 Penalty: 11850.594727
Splitting cluster 11 changes total score from -53082764.000000 to -53091248.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (10773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Entering Unmasked Estep 
Score: -678560.312500 Penalty: 422.458344
	Iteration 0F: 2 clusters Score -678560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -671318.812500 Penalty: 844.916687
	Iteration 0F: 3 clusters Score -671318.8 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -674523.000000 Penalty: 844.916687
	Iteration 1F: 3 clusters Score -674523 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -675165.000000 Penalty: 844.916687
	Iteration 2F: 3 clusters Score -675165 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -676057.625000 Penalty: 844.916687
	Iteration 3F: 3 clusters Score -676057.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -676950.187500 Penalty: 844.916687
	Iteration 4F: 3 clusters Score -676950.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -677503.875000 Penalty: 844.916687
	Iteration 5F: 3 clusters Score -677503.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -677790.062500 Penalty: 844.916687
	Iteration 6Q: 3 clusters Score -677790.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -677942.812500 Penalty: 844.916687
	Iteration 7Q: 3 clusters Score -677942.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -678009.625000 Penalty: 844.916687
	Iteration 8Q: 3 clusters Score -678009.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -678064.750000 Penalty: 844.916687
	Iteration 9Q: 3 clusters Score -678064.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -678104.250000 Penalty: 844.916687
	Iteration 10Q: 3 clusters Score -678104.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -678144.937500 Penalty: 844.916687
	Iteration 11Q: 3 clusters Score -678144.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -678171.250000 Penalty: 844.916687
	Iteration 12Q: 3 clusters Score -678171.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -678184.625000 Penalty: 844.916687
	Iteration 13Q: 3 clusters Score -678184.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -678197.125000 Penalty: 844.916687
	Iteration 14Q: 3 clusters Score -678197.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -678209.437500 Penalty: 844.916687
	Iteration 15Q: 3 clusters Score -678209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -678215.500000 Penalty: 844.916687
	Iteration 16Q: 3 clusters Score -678215.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -678224.687500 Penalty: 844.916687
	Iteration 17Q: 3 clusters Score -678224.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -678231.500000 Penalty: 844.916687
	Iteration 18Q: 3 clusters Score -678231.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -678241.187500 Penalty: 844.916687
	Iteration 19Q: 3 clusters Score -678241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -678248.125000 Penalty: 844.916687
	Iteration 20F: 3 clusters Score -678248.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -678256.312500 Penalty: 844.916687
	Iteration 21Q: 3 clusters Score -678256.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -678261.000000 Penalty: 844.916687
	Iteration 22Q: 3 clusters Score -678261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -678265.875000 Penalty: 844.916687
	Iteration 23Q: 3 clusters Score -678265.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -678271.750000 Penalty: 844.916687
	Iteration 24Q: 3 clusters Score -678271.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -678278.562500 Penalty: 844.916687
	Iteration 25Q: 3 clusters Score -678278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -678283.312500 Penalty: 844.916687
	Iteration 26Q: 3 clusters Score -678283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -678286.125000 Penalty: 844.916687
	Iteration 27Q: 3 clusters Score -678286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -678289.875000 Penalty: 844.916687
	Iteration 28Q: 3 clusters Score -678289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -678290.937500 Penalty: 844.916687
	Iteration 29Q: 3 clusters Score -678290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -678291.375000 Penalty: 844.916687
	Iteration 30Q: 3 clusters Score -678291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -678296.312500 Penalty: 844.916687
	Iteration 31Q: 3 clusters Score -678296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -678298.000000 Penalty: 844.916687
	Iteration 32Q: 3 clusters Score -678298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -678298.437500 Penalty: 844.916687
	Iteration 33Q: 3 clusters Score -678298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -678299.250000 Penalty: 844.916687
	Iteration 34Q: 3 clusters Score -678299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -678300.062500 Penalty: 844.916687
	Iteration 35Q: 3 clusters Score -678300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -678299.250000 Penalty: 844.916687
	Iteration 36Q: 3 clusters Score -678299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -678300.875000 Penalty: 844.916687
	Iteration 37Q: 3 clusters Score -678300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -678301.562500 Penalty: 844.916687
	Iteration 38Q: 3 clusters Score -678301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -678300.687500 Penalty: 844.916687
	Iteration 39Q: 3 clusters Score -678300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -678300.687500 Penalty: 844.916687
	Iteration 40F: 3 clusters Score -678300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Entering Unmasked Estep 
Score: -5923761.500000 Penalty: 521.892456
	Iteration 0F: 2 clusters Score -5923762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -5861677.000000 Penalty: 1043.784912
	Iteration 0F: 3 clusters Score -5861677 nChanged 46837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5891674.500000 Penalty: 1043.784912
	Iteration 1F: 3 clusters Score -5891674 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -5895684.500000 Penalty: 1043.784912
	Iteration 2F: 3 clusters Score -5895684 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5902778.000000 Penalty: 1043.784912
	Iteration 3F: 3 clusters Score -5902778 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5911330.000000 Penalty: 1043.784912
	Iteration 4F: 3 clusters Score -5911330 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -5918326.000000 Penalty: 1043.784912
	Iteration 5F: 3 clusters Score -5918326 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5922002.000000 Penalty: 1043.784912
	Iteration 6Q: 3 clusters Score -5922002 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5923369.000000 Penalty: 1043.784912
	Iteration 7Q: 3 clusters Score -5923369 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -5923769.000000 Penalty: 1043.784912
	Iteration 8Q: 3 clusters Score -5923769 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -5924011.000000 Penalty: 1043.784912
	Iteration 9Q: 3 clusters Score -5924011 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5924184.000000 Penalty: 1043.784912
	Iteration 10Q: 3 clusters Score -5924184 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5924236.500000 Penalty: 1043.784912
	Iteration 11Q: 3 clusters Score -5924236 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5924311.500000 Penalty: 1043.784912
	Iteration 12Q: 3 clusters Score -5924312 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5924274.500000 Penalty: 1043.784912
	Iteration 13Q: 3 clusters Score -5924274 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -5924262.500000 Penalty: 1043.784912
	Iteration 14Q: 3 clusters Score -5924262 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5924266.000000 Penalty: 1043.784912
	Iteration 15Q: 3 clusters Score -5924266 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5924230.500000 Penalty: 1043.784912
	Iteration 16Q: 3 clusters Score -5924230 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5924212.000000 Penalty: 1043.784912
	Iteration 17Q: 3 clusters Score -5924212 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5924215.500000 Penalty: 1043.784912
	Iteration 18Q: 3 clusters Score -5924216 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5924184.500000 Penalty: 1043.784912
	Iteration 19Q: 3 clusters Score -5924184 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5924185.500000 Penalty: 1043.784912
	Iteration 20F: 3 clusters Score -5924186 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5924173.500000 Penalty: 1043.784912
	Iteration 21Q: 3 clusters Score -5924174 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5924155.500000 Penalty: 1043.784912
	Iteration 22Q: 3 clusters Score -5924156 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5924139.000000 Penalty: 1043.784912
	Iteration 23Q: 3 clusters Score -5924139 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5924123.000000 Penalty: 1043.784912
	Iteration 24Q: 3 clusters Score -5924123 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5924103.500000 Penalty: 1043.784912
	Iteration 25Q: 3 clusters Score -5924104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5924086.000000 Penalty: 1043.784912
	Iteration 26Q: 3 clusters Score -5924086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5924065.500000 Penalty: 1043.784912
	Iteration 27Q: 3 clusters Score -5924066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5924036.500000 Penalty: 1043.784912
	Iteration 28Q: 3 clusters Score -5924036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5924026.500000 Penalty: 1043.784912
	Iteration 29Q: 3 clusters Score -5924026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5924010.500000 Penalty: 1043.784912
	Iteration 30Q: 3 clusters Score -5924010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5923999.500000 Penalty: 1043.784912
	Iteration 31Q: 3 clusters Score -5924000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5923989.000000 Penalty: 1043.784912
	Iteration 32Q: 3 clusters Score -5923989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5923980.500000 Penalty: 1043.784912
	Iteration 33Q: 3 clusters Score -5923980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5923964.000000 Penalty: 1043.784912
	Iteration 34Q: 3 clusters Score -5923964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5923956.000000 Penalty: 1043.784912
	Iteration 35Q: 3 clusters Score -5923956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5923964.000000 Penalty: 1043.784912
	Iteration 36Q: 3 clusters Score -5923964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5923963.500000 Penalty: 1043.784912
	Iteration 37Q: 3 clusters Score -5923964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5923958.000000 Penalty: 1043.784912
	Iteration 38Q: 3 clusters Score -5923958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5923961.500000 Penalty: 1043.784912
	Iteration 39Q: 3 clusters Score -5923962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5923963.500000 Penalty: 1043.784912
	Iteration 40F: 3 clusters Score -5923964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5923961.000000 Penalty: 1043.784912
	Iteration 41Q: 3 clusters Score -5923961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5923965.500000 Penalty: 1043.784912
	Iteration 42Q: 3 clusters Score -5923966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5923961.500000 Penalty: 1043.784912
	Iteration 43Q: 3 clusters Score -5923962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5923952.000000 Penalty: 1043.784912
	Iteration 44Q: 3 clusters Score -5923952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5923949.500000 Penalty: 1043.784912
	Iteration 45Q: 3 clusters Score -5923950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5923947.000000 Penalty: 1043.784912
	Iteration 46Q: 3 clusters Score -5923947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5923946.000000 Penalty: 1043.784912
	Iteration 47Q: 3 clusters Score -5923946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5923943.500000 Penalty: 1043.784912
	Iteration 48Q: 3 clusters Score -5923944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5923944.000000 Penalty: 1043.784912
	Iteration 49Q: 3 clusters Score -5923944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5923940.500000 Penalty: 1043.784912
	Iteration 50Q: 3 clusters Score -5923940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5923940.500000 Penalty: 1043.784912
	Iteration 51Q: 3 clusters Score -5923940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5923940.500000 Penalty: 1043.784912
	Iteration 52Q: 3 clusters Score -5923940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5923940.500000 Penalty: 1043.784912
	Iteration 53F: 3 clusters Score -5923940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 127774 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53091476.000000 Penalty: 12474.310547
Splitting cluster 14 changes total score from -53082764.000000 to -53091476.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (127774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Entering Unmasked Estep 
Score: -7851206.500000 Penalty: 534.989868
	Iteration 0F: 2 clusters Score -7851206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -7783115.000000 Penalty: 1069.979736
	Iteration 0F: 3 clusters Score -7783115 nChanged 62747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -7820350.000000 Penalty: 1069.979736
	Iteration 1F: 3 clusters Score -7820350 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -7822226.500000 Penalty: 1069.979736
	Iteration 2Q: 3 clusters Score -7822226 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -7825506.500000 Penalty: 1069.979736
	Iteration 3F: 3 clusters Score -7825506 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -7830305.000000 Penalty: 1069.979736
	Iteration 4F: 3 clusters Score -7830305 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -7836270.500000 Penalty: 1069.979736
	Iteration 5F: 3 clusters Score -7836270 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7842835.000000 Penalty: 1069.979736
	Iteration 6F: 3 clusters Score -7842835 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -7847489.500000 Penalty: 1069.979736
	Iteration 7F: 3 clusters Score -7847490 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -7849688.500000 Penalty: 1069.979736
	Iteration 8Q: 3 clusters Score -7849688 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121434 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -7850459.000000 Penalty: 1069.979736
	Iteration 9Q: 3 clusters Score -7850459 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7850846.500000 Penalty: 1069.979736
	Iteration 10Q: 3 clusters Score -7850846 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7851119.000000 Penalty: 1069.979736
	Iteration 11Q: 3 clusters Score -7851119 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124340 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7851328.000000 Penalty: 1069.979736
	Iteration 12Q: 3 clusters Score -7851328 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7851457.500000 Penalty: 1069.979736
	Iteration 13Q: 3 clusters Score -7851458 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124994 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7851568.000000 Penalty: 1069.979736
	Iteration 14Q: 3 clusters Score -7851568 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125193 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7851689.000000 Penalty: 1069.979736
	Iteration 15Q: 3 clusters Score -7851689 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7851763.500000 Penalty: 1069.979736
	Iteration 16Q: 3 clusters Score -7851764 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125405 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7851808.000000 Penalty: 1069.979736
	Iteration 17Q: 3 clusters Score -7851808 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125446 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7851867.500000 Penalty: 1069.979736
	Iteration 18Q: 3 clusters Score -7851868 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7851909.000000 Penalty: 1069.979736
	Iteration 19Q: 3 clusters Score -7851909 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7851991.000000 Penalty: 1069.979736
	Iteration 20F: 3 clusters Score -7851991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125365 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7852099.000000 Penalty: 1069.979736
	Iteration 21Q: 3 clusters Score -7852099 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125257 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7852168.500000 Penalty: 1069.979736
	Iteration 22Q: 3 clusters Score -7852168 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7852270.500000 Penalty: 1069.979736
	Iteration 23Q: 3 clusters Score -7852270 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124934 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7852365.500000 Penalty: 1069.979736
	Iteration 24Q: 3 clusters Score -7852366 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -7852462.000000 Penalty: 1069.979736
	Iteration 25Q: 3 clusters Score -7852462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124559 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7852535.000000 Penalty: 1069.979736
	Iteration 26Q: 3 clusters Score -7852535 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124396 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7852620.000000 Penalty: 1069.979736
	Iteration 27Q: 3 clusters Score -7852620 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124229 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7852702.500000 Penalty: 1069.979736
	Iteration 28Q: 3 clusters Score -7852702 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7852698.500000 Penalty: 1069.979736
	Iteration 29Q: 3 clusters Score -7852698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123975 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7852745.000000 Penalty: 1069.979736
	Iteration 30Q: 3 clusters Score -7852745 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -7852826.000000 Penalty: 1069.979736
	Iteration 31Q: 3 clusters Score -7852826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7852862.000000 Penalty: 1069.979736
	Iteration 32Q: 3 clusters Score -7852862 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123646 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7852908.500000 Penalty: 1069.979736
	Iteration 33Q: 3 clusters Score -7852908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123555 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7852932.500000 Penalty: 1069.979736
	Iteration 34Q: 3 clusters Score -7852932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123485 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7852943.500000 Penalty: 1069.979736
	Iteration 35Q: 3 clusters Score -7852944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7852953.500000 Penalty: 1069.979736
	Iteration 36Q: 3 clusters Score -7852954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123358 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -7852974.000000 Penalty: 1069.979736
	Iteration 37Q: 3 clusters Score -7852974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7853003.000000 Penalty: 1069.979736
	Iteration 38Q: 3 clusters Score -7853003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123255 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -7853027.000000 Penalty: 1069.979736
	Iteration 39Q: 3 clusters Score -7853027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7853148.000000 Penalty: 1069.979736
	Iteration 40F: 3 clusters Score -7853148 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122987 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7853241.500000 Penalty: 1069.979736
	Iteration 41Q: 3 clusters Score -7853242 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -7853311.500000 Penalty: 1069.979736
	Iteration 42Q: 3 clusters Score -7853312 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -7853344.500000 Penalty: 1069.979736
	Iteration 43Q: 3 clusters Score -7853344 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7853439.000000 Penalty: 1069.979736
	Iteration 44Q: 3 clusters Score -7853439 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -7853482.500000 Penalty: 1069.979736
	Iteration 45Q: 3 clusters Score -7853482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7853525.500000 Penalty: 1069.979736
	Iteration 46Q: 3 clusters Score -7853526 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121770 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7853597.500000 Penalty: 1069.979736
	Iteration 47Q: 3 clusters Score -7853598 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -7853621.000000 Penalty: 1069.979736
	Iteration 48Q: 3 clusters Score -7853621 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -7853636.000000 Penalty: 1069.979736
	Iteration 49Q: 3 clusters Score -7853636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -7853662.000000 Penalty: 1069.979736
	Iteration 50Q: 3 clusters Score -7853662 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7853641.000000 Penalty: 1069.979736
	Iteration 51Q: 3 clusters Score -7853641 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -7853654.000000 Penalty: 1069.979736
	Iteration 52Q: 3 clusters Score -7853654 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -7853708.500000 Penalty: 1069.979736
	Iteration 53Q: 3 clusters Score -7853708 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120502 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -7853749.000000 Penalty: 1069.979736
	Iteration 54Q: 3 clusters Score -7853749 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -7853785.500000 Penalty: 1069.979736
	Iteration 55Q: 3 clusters Score -7853786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120100 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7853785.500000 Penalty: 1069.979736
	Iteration 56Q: 3 clusters Score -7853786 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -7853807.000000 Penalty: 1069.979736
	Iteration 57Q: 3 clusters Score -7853807 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119727 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -7853890.500000 Penalty: 1069.979736
	Iteration 58Q: 3 clusters Score -7853890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119571 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -7853943.000000 Penalty: 1069.979736
	Iteration 59Q: 3 clusters Score -7853943 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7853973.500000 Penalty: 1069.979736
	Iteration 60F: 3 clusters Score -7853974 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119242 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -7854011.500000 Penalty: 1069.979736
	Iteration 61Q: 3 clusters Score -7854012 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -7854044.500000 Penalty: 1069.979736
	Iteration 62Q: 3 clusters Score -7854044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118877 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -7854071.500000 Penalty: 1069.979736
	Iteration 63Q: 3 clusters Score -7854072 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -7854109.500000 Penalty: 1069.979736
	Iteration 64Q: 3 clusters Score -7854110 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -7854127.500000 Penalty: 1069.979736
	Iteration 65Q: 3 clusters Score -7854128 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -7854157.500000 Penalty: 1069.979736
	Iteration 66Q: 3 clusters Score -7854158 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -7854218.000000 Penalty: 1069.979736
	Iteration 67Q: 3 clusters Score -7854218 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118096 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -7854231.500000 Penalty: 1069.979736
	Iteration 68Q: 3 clusters Score -7854232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117918 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -7854240.500000 Penalty: 1069.979736
	Iteration 69Q: 3 clusters Score -7854240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -7854261.000000 Penalty: 1069.979736
	Iteration 70Q: 3 clusters Score -7854261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -7854267.500000 Penalty: 1069.979736
	Iteration 71Q: 3 clusters Score -7854268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117409 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -7854309.000000 Penalty: 1069.979736
	Iteration 72Q: 3 clusters Score -7854309 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -7854348.500000 Penalty: 1069.979736
	Iteration 73Q: 3 clusters Score -7854348 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -7854334.500000 Penalty: 1069.979736
	Iteration 74Q: 3 clusters Score -7854334 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116868 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -7854328.500000 Penalty: 1069.979736
	Iteration 75Q: 3 clusters Score -7854328 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116674 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -7854324.000000 Penalty: 1069.979736
	Iteration 76Q: 3 clusters Score -7854324 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -7854325.000000 Penalty: 1069.979736
	Iteration 77Q: 3 clusters Score -7854325 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116268 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -7854352.500000 Penalty: 1069.979736
	Iteration 78Q: 3 clusters Score -7854352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -7854432.000000 Penalty: 1069.979736
	Iteration 79Q: 3 clusters Score -7854432 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115851 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -7854448.000000 Penalty: 1069.979736
	Iteration 80F: 3 clusters Score -7854448 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7854489 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -7854508.500000 Penalty: 1069.979736
	Iteration 82Q: 3 clusters Score -7854508 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7854532.000000 Penalty: 1069.979736
	Iteration 83Q: 3 clusters Score -7854532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7854571 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7854594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -7854654.000000 Penalty: 1069.979736
	Iteration 86Q: 3 clusters Score -7854654 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114325 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7854697 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -7854772.500000 Penalty: 1069.979736
	Iteration 88Q: 3 clusters Score -7854772 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -7854804.500000 Penalty: 1069.979736
	Iteration 89Q: 3 clusters Score -7854804 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -7854869.500000 Penalty: 1069.979736
	Iteration 90Q: 3 clusters Score -7854870 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -7854902.000000 Penalty: 1069.979736
	Iteration 91Q: 3 clusters Score -7854902 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -7854955.000000 Penalty: 1069.979736
	Iteration 92Q: 3 clusters Score -7854955 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -7854966.000000 Penalty: 1069.979736
	Iteration 93Q: 3 clusters Score -7854966 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -7854984.500000 Penalty: 1069.979736
	Iteration 94Q: 3 clusters Score -7854984 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -7855030.000000 Penalty: 1069.979736
	Iteration 95Q: 3 clusters Score -7855030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7855082.500000 Penalty: 1069.979736
	Iteration 96Q: 3 clusters Score -7855082 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -7855115.500000 Penalty: 1069.979736
	Iteration 97Q: 3 clusters Score -7855116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -7855098.500000 Penalty: 1069.979736
	Iteration 98Q: 3 clusters Score -7855098 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -7855144.500000 Penalty: 1069.979736
	Iteration 99Q: 3 clusters Score -7855144 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -7855172.500000 Penalty: 1069.979736
	Iteration 100F: 3 clusters Score -7855172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -7855147.000000 Penalty: 1069.979736
	Iteration 101Q: 3 clusters Score -7855147 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -7855215.500000 Penalty: 1069.979736
	Iteration 102Q: 3 clusters Score -7855216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -7855205.500000 Penalty: 1069.979736
	Iteration 103Q: 3 clusters Score -7855206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -7855213.500000 Penalty: 1069.979736
	Iteration 104Q: 3 clusters Score -7855214 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -7855255.000000 Penalty: 1069.979736
	Iteration 105Q: 3 clusters Score -7855255 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -7855284.500000 Penalty: 1069.979736
	Iteration 106Q: 3 clusters Score -7855284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -7855265.500000 Penalty: 1069.979736
	Iteration 107Q: 3 clusters Score -7855266 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -7855255.500000 Penalty: 1069.979736
	Iteration 108Q: 3 clusters Score -7855256 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110189 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -7855315.000000 Penalty: 1069.979736
	Iteration 109Q: 3 clusters Score -7855315 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -7855278.500000 Penalty: 1069.979736
	Iteration 110Q: 3 clusters Score -7855278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7855286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -7855281.000000 Penalty: 1069.979736
	Iteration 112Q: 3 clusters Score -7855281 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -7855304.500000 Penalty: 1069.979736
	Iteration 113Q: 3 clusters Score -7855304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -7855334.500000 Penalty: 1069.979736
	Iteration 114Q: 3 clusters Score -7855334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7855330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -7855333.000000 Penalty: 1069.979736
	Iteration 116Q: 3 clusters Score -7855333 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -7855376.000000 Penalty: 1069.979736
	Iteration 117Q: 3 clusters Score -7855376 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7855363.000000 Penalty: 1069.979736
	Iteration 118Q: 3 clusters Score -7855363 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -7855425.500000 Penalty: 1069.979736
	Iteration 119Q: 3 clusters Score -7855426 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -7855390.000000 Penalty: 1069.979736
	Iteration 120F: 3 clusters Score -7855390 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -7855423.500000 Penalty: 1069.979736
	Iteration 121Q: 3 clusters Score -7855424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -7855451.000000 Penalty: 1069.979736
	Iteration 122Q: 3 clusters Score -7855451 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -7855479.500000 Penalty: 1069.979736
	Iteration 123Q: 3 clusters Score -7855480 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -7855512.500000 Penalty: 1069.979736
	Iteration 124Q: 3 clusters Score -7855512 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -7855526.500000 Penalty: 1069.979736
	Iteration 125Q: 3 clusters Score -7855526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -7855515.500000 Penalty: 1069.979736
	Iteration 126Q: 3 clusters Score -7855516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -7855551.000000 Penalty: 1069.979736
	Iteration 127Q: 3 clusters Score -7855551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -7855591.000000 Penalty: 1069.979736
	Iteration 128Q: 3 clusters Score -7855591 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7855625.000000 Penalty: 1069.979736
	Iteration 129Q: 3 clusters Score -7855625 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107183 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -7855570.000000 Penalty: 1069.979736
	Iteration 130Q: 3 clusters Score -7855570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7855608.000000 Penalty: 1069.979736
	Iteration 131Q: 3 clusters Score -7855608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -7855574.000000 Penalty: 1069.979736
	Iteration 132Q: 3 clusters Score -7855574 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -7855579.500000 Penalty: 1069.979736
	Iteration 133Q: 3 clusters Score -7855580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7855580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -7855605.000000 Penalty: 1069.979736
	Iteration 135Q: 3 clusters Score -7855605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106564 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -7855586.500000 Penalty: 1069.979736
	Iteration 136Q: 3 clusters Score -7855586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7855592.000000 Penalty: 1069.979736
	Iteration 137Q: 3 clusters Score -7855592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7855596.000000 Penalty: 1069.979736
	Iteration 138Q: 3 clusters Score -7855596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7855625 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -7855628.000000 Penalty: 1069.979736
	Iteration 140F: 3 clusters Score -7855628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -7855661.500000 Penalty: 1069.979736
	Iteration 141Q: 3 clusters Score -7855662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7855660.500000 Penalty: 1069.979736
	Iteration 142Q: 3 clusters Score -7855660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7855672.000000 Penalty: 1069.979736
	Iteration 143Q: 3 clusters Score -7855672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7855676.000000 Penalty: 1069.979736
	Iteration 144Q: 3 clusters Score -7855676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7855686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7855711.500000 Penalty: 1069.979736
	Iteration 146Q: 3 clusters Score -7855712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -7855722.000000 Penalty: 1069.979736
	Iteration 147Q: 3 clusters Score -7855722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7855726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -7855732.500000 Penalty: 1069.979736
	Iteration 149Q: 3 clusters Score -7855732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -7855739.000000 Penalty: 1069.979736
	Iteration 150Q: 3 clusters Score -7855739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -7855747.000000 Penalty: 1069.979736
	Iteration 151Q: 3 clusters Score -7855747 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7855769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7855779.000000 Penalty: 1069.979736
	Iteration 153Q: 3 clusters Score -7855779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -7855784.500000 Penalty: 1069.979736
	Iteration 154Q: 3 clusters Score -7855784 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -7855803.000000 Penalty: 1069.979736
	Iteration 155Q: 3 clusters Score -7855803 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -7855846.500000 Penalty: 1069.979736
	Iteration 156Q: 3 clusters Score -7855846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -7855857.500000 Penalty: 1069.979736
	Iteration 157Q: 3 clusters Score -7855858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7855876.000000 Penalty: 1069.979736
	Iteration 158Q: 3 clusters Score -7855876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -7855871.500000 Penalty: 1069.979736
	Iteration 159Q: 3 clusters Score -7855872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -7855879.500000 Penalty: 1069.979736
	Iteration 160F: 3 clusters Score -7855880 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -7855882.000000 Penalty: 1069.979736
	Iteration 161Q: 3 clusters Score -7855882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -7855881.000000 Penalty: 1069.979736
	Iteration 162Q: 3 clusters Score -7855881 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -7855898.000000 Penalty: 1069.979736
	Iteration 163Q: 3 clusters Score -7855898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -7855940.500000 Penalty: 1069.979736
	Iteration 164Q: 3 clusters Score -7855940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -7855924.500000 Penalty: 1069.979736
	Iteration 165Q: 3 clusters Score -7855924 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104049 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -7855954.500000 Penalty: 1069.979736
	Iteration 166Q: 3 clusters Score -7855954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7855985 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -7856018.000000 Penalty: 1069.979736
	Iteration 168Q: 3 clusters Score -7856018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -7856009.000000 Penalty: 1069.979736
	Iteration 169Q: 3 clusters Score -7856009 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103571 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -7855994.000000 Penalty: 1069.979736
	Iteration 170Q: 3 clusters Score -7855994 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -7856002.000000 Penalty: 1069.979736
	Iteration 171Q: 3 clusters Score -7856002 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7856002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -7856052.500000 Penalty: 1069.979736
	Iteration 173Q: 3 clusters Score -7856052 nChanged 139
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Mstep: Class 1 contains 103072 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7856074 nChanged 147
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Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7856095 nChanged 126
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Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7856106 nChanged 113
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Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7856090 nChanged 110
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Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7856106 nChanged 93
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Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7856121 nChanged 87
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Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7856120 nChanged 85
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Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7856125 nChanged 86
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Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7856158 nChanged 97
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Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7856185 nChanged 92
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Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7856172 nChanged 97
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Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7856187 nChanged 95
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Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7856194 nChanged 90
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Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7856212 nChanged 74
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Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7856218 nChanged 72
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Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7856224 nChanged 71
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Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -7856248 nChanged 82
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Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7856248 nChanged 82
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Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7856254 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7856276 nChanged 65
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Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7856293 nChanged 70
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Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7856282 nChanged 83
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Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -7856298 nChanged 73
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Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7856326 nChanged 72
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Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7856320 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100646 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7856324 nChanged 83
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7856308 nChanged 78
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -7856305 nChanged 69
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7856306 nChanged 79
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7856302 nChanged 80
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Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7856294 nChanged 90
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Entering Unmasked Estep 
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Mstep: Class 1 contains 100098 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 100011 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7856340 nChanged 83
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Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7856346 nChanged 79
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Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -7856385 nChanged 85
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Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7856399 nChanged 76
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Mstep: Class 1 contains 99702 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7856402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7856408 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99552 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7856416 nChanged 67
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Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7856421 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99431 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7856430 nChanged 57
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Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7856444 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7856435 nChanged 46
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Mstep: Class 1 contains 99278 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -7856455 nChanged 55
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Mstep: Class 1 contains 99223 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -7856444 nChanged 58
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Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7856445 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -7856465 nChanged 41
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Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -7856462 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99035 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7856473 nChanged 34
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Mstep: Class 1 contains 99001 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -7856477 nChanged 27
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Mstep: Class 1 contains 98974 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7856482 nChanged 27
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Mstep: Class 1 contains 98947 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -7856484 nChanged 37
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Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7856476 nChanged 35
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Mstep: Class 1 contains 98875 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7856498 nChanged 31
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Mstep: Class 1 contains 98844 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -7856502 nChanged 35
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Mstep: Class 1 contains 98813 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -7856508 nChanged 22
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Mstep: Class 1 contains 98793 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -7856518 nChanged 13
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Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -7856526 nChanged 16
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Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7856532 nChanged 20
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Mstep: Class 1 contains 98744 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7856536 nChanged 12
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Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -7856538 nChanged 9
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Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -7856534 nChanged 19
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Mstep: Class 1 contains 98710 members 
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	Iteration 241Q: 3 clusters Score -7856534 nChanged 24
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Mstep: Class 1 contains 98688 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7856545 nChanged 25
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Mstep: Class 1 contains 98665 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -7856540 nChanged 20
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -7856545 nChanged 16
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Mstep: Class 1 contains 98629 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -7856546 nChanged 23
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Mstep: Class 1 contains 98606 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -7856558 nChanged 23
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Mstep: Class 2 contains 29189 members 
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	Iteration 247Q: 3 clusters Score -7856568 nChanged 18
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7856574 nChanged 19
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Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -7856575 nChanged 13
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Mstep: Class 1 contains 98539 members 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -7856574 nChanged 18
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Mstep: Class 1 contains 98523 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -7856570 nChanged 20
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Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -7856567 nChanged 22
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Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 29287 members 
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	Iteration 253Q: 3 clusters Score -7856570 nChanged 30
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Mstep: Class 1 contains 98461 members 
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	Iteration 254Q: 3 clusters Score -7856558 nChanged 27
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Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -7856562 nChanged 22
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	Iteration 256Q: 3 clusters Score -7856557 nChanged 15
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -7856566 nChanged 14
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -7856562 nChanged 20
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Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -7856558 nChanged 15
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Mstep: Class 1 contains 98356 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -7856560 nChanged 16
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Mstep: Class 1 contains 98340 members 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -7856559 nChanged 11
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Mstep: Class 1 contains 98331 members 
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -7856556 nChanged 8
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Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -7856554 nChanged 10
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Mstep: Class 1 contains 98313 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -7856551 nChanged 10
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	Iteration 265Q: 3 clusters Score -7856547 nChanged 11
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	Iteration 266Q: 3 clusters Score -7856544 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -7856556.000000 Penalty: 1069.979736
	Iteration 267Q: 3 clusters Score -7856556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -7856566.000000 Penalty: 1069.979736
	Iteration 268Q: 3 clusters Score -7856566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -7856574.500000 Penalty: 1069.979736
	Iteration 269Q: 3 clusters Score -7856574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -7856572.000000 Penalty: 1069.979736
	Iteration 270Q: 3 clusters Score -7856572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -7856578.500000 Penalty: 1069.979736
	Iteration 271Q: 3 clusters Score -7856578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -7856583.500000 Penalty: 1069.979736
	Iteration 272Q: 3 clusters Score -7856584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -7856576.000000 Penalty: 1069.979736
	Iteration 273Q: 3 clusters Score -7856576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -7856583.500000 Penalty: 1069.979736
	Iteration 274Q: 3 clusters Score -7856584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -7856583.500000 Penalty: 1069.979736
	Iteration 275Q: 3 clusters Score -7856584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7856579.500000 Penalty: 1069.979736
	Iteration 276Q: 3 clusters Score -7856580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -7856584.500000 Penalty: 1069.979736
	Iteration 277Q: 3 clusters Score -7856584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -7856589.000000 Penalty: 1069.979736
	Iteration 278Q: 3 clusters Score -7856589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -7856586.000000 Penalty: 1069.979736
	Iteration 279Q: 3 clusters Score -7856586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -7856586.500000 Penalty: 1069.979736
	Iteration 280F: 3 clusters Score -7856586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98139 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -7856580.000000 Penalty: 1069.979736
	Iteration 281Q: 3 clusters Score -7856580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7856581.500000 Penalty: 1069.979736
	Iteration 282Q: 3 clusters Score -7856582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -7856590.500000 Penalty: 1069.979736
	Iteration 283Q: 3 clusters Score -7856590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98120 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -7856590.000000 Penalty: 1069.979736
	Iteration 284Q: 3 clusters Score -7856590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7856592.000000 Penalty: 1069.979736
	Iteration 285Q: 3 clusters Score -7856592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -7856593.500000 Penalty: 1069.979736
	Iteration 286Q: 3 clusters Score -7856594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -7856598.500000 Penalty: 1069.979736
	Iteration 287Q: 3 clusters Score -7856598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -7856601.500000 Penalty: 1069.979736
	Iteration 288Q: 3 clusters Score -7856602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -7856600.000000 Penalty: 1069.979736
	Iteration 289Q: 3 clusters Score -7856600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -7856599.000000 Penalty: 1069.979736
	Iteration 290Q: 3 clusters Score -7856599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -7856597.000000 Penalty: 1069.979736
	Iteration 291Q: 3 clusters Score -7856597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -7856594.500000 Penalty: 1069.979736
	Iteration 292Q: 3 clusters Score -7856594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -7856594.500000 Penalty: 1069.979736
	Iteration 293F: 3 clusters Score -7856594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 617 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53096684.000000 Penalty: 13098.026367
Splitting cluster 15 changes total score from -53082764.000000 to -53096684.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 16 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -43438.843750 Penalty: 292.331543
	Iteration 0F: 2 clusters Score -43438.84 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 332 members 
Entering Unmasked Estep 
Score: -42897.972656 Penalty: 584.663086
	Iteration 0F: 3 clusters Score -42897.97 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43169.703125 Penalty: 584.663086
	Iteration 1F: 3 clusters Score -43169.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43343.441406 Penalty: 584.663086
	Iteration 2F: 3 clusters Score -43343.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -43506.171875 Penalty: 584.663086
	Iteration 3F: 3 clusters Score -43506.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43660.062500 Penalty: 584.663086
	Iteration 4F: 3 clusters Score -43660.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -43729.250000 Penalty: 584.663086
	Iteration 5F: 3 clusters Score -43729.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43759.394531 Penalty: 584.663086
	Iteration 6Q: 3 clusters Score -43759.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -43777.945312 Penalty: 584.663086
	Iteration 7Q: 3 clusters Score -43777.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43804.785156 Penalty: 584.663086
	Iteration 8Q: 3 clusters Score -43804.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43830.261719 Penalty: 584.663086
	Iteration 9Q: 3 clusters Score -43830.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43849.156250 Penalty: 584.663086
	Iteration 10Q: 3 clusters Score -43849.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43878.320312 Penalty: 584.663086
	Iteration 11Q: 3 clusters Score -43878.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43895.660156 Penalty: 584.663086
	Iteration 12Q: 3 clusters Score -43895.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43903.945312 Penalty: 584.663086
	Iteration 13Q: 3 clusters Score -43903.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43905.808594 Penalty: 584.663086
	Iteration 14Q: 3 clusters Score -43905.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43906.113281 Penalty: 584.663086
	Iteration 15Q: 3 clusters Score -43906.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43906.113281 Penalty: 584.663086
	Iteration 16F: 3 clusters Score -43906.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2866 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53096844.000000 Penalty: 13721.741211
Splitting cluster 16 changes total score from -53082764.000000 to -53096844.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (131238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131238 members 
Entering Unmasked Estep 
Score: -8118883.000000 Penalty: 536.206970
	Iteration 0F: 2 clusters Score -8118883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -8036917.500000 Penalty: 1072.413940
	Iteration 0F: 3 clusters Score -8036918 nChanged 64056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -8076442.000000 Penalty: 1072.413940
	Iteration 1F: 3 clusters Score -8076442 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -8079352.500000 Penalty: 1072.413940
	Iteration 2Q: 3 clusters Score -8079352 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -8084404.000000 Penalty: 1072.413940
	Iteration 3F: 3 clusters Score -8084404 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -8092135.000000 Penalty: 1072.413940
	Iteration 4F: 3 clusters Score -8092135 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -8100683.000000 Penalty: 1072.413940
	Iteration 5F: 3 clusters Score -8100683 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -8107377.000000 Penalty: 1072.413940
	Iteration 6F: 3 clusters Score -8107377 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -8111725.500000 Penalty: 1072.413940
	Iteration 7F: 3 clusters Score -8111726 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 117762 members 
Entering Unmasked Estep 
Score: -8114344.500000 Penalty: 1072.413940
	Iteration 8Q: 3 clusters Score -8114344 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -8115816.500000 Penalty: 1072.413940
	Iteration 9Q: 3 clusters Score -8115816 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 123945 members 
Entering Unmasked Estep 
Score: -8116701.500000 Penalty: 1072.413940
	Iteration 10Q: 3 clusters Score -8116702 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 126134 members 
Entering Unmasked Estep 
Score: -8117294.000000 Penalty: 1072.413940
	Iteration 11Q: 3 clusters Score -8117294 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -8117730.000000 Penalty: 1072.413940
	Iteration 12Q: 3 clusters Score -8117730 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 128923 members 
Entering Unmasked Estep 
Score: -8118038.000000 Penalty: 1072.413940
	Iteration 13Q: 3 clusters Score -8118038 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -8118197.000000 Penalty: 1072.413940
	Iteration 14Q: 3 clusters Score -8118197 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 130215 members 
Entering Unmasked Estep 
Score: -8118346.500000 Penalty: 1072.413940
	Iteration 15Q: 3 clusters Score -8118346 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -8118392.500000 Penalty: 1072.413940
	Iteration 16Q: 3 clusters Score -8118392 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -8118463.500000 Penalty: 1072.413940
	Iteration 17Q: 3 clusters Score -8118464 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 130821 members 
Entering Unmasked Estep 
Score: -8118482.000000 Penalty: 1072.413940
	Iteration 18Q: 3 clusters Score -8118482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 130881 members 
Entering Unmasked Estep 
Score: -8118505.000000 Penalty: 1072.413940
	Iteration 19Q: 3 clusters Score -8118505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -8118527.000000 Penalty: 1072.413940
	Iteration 20F: 3 clusters Score -8118527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -8118527.000000 Penalty: 1072.413940
	Iteration 21Q: 3 clusters Score -8118527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 130962 members 
Entering Unmasked Estep 
Score: -8118527.500000 Penalty: 1072.413940
	Iteration 22Q: 3 clusters Score -8118528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -8118540.500000 Penalty: 1072.413940
	Iteration 23Q: 3 clusters Score -8118540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 130985 members 
Entering Unmasked Estep 
Score: -8118545.500000 Penalty: 1072.413940
	Iteration 24Q: 3 clusters Score -8118546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -8118547.500000 Penalty: 1072.413940
	Iteration 25Q: 3 clusters Score -8118548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -8118548.000000 Penalty: 1072.413940
	Iteration 26Q: 3 clusters Score -8118548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -8118548.000000 Penalty: 1072.413940
	Iteration 27F: 3 clusters Score -8118548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -173439.625000 Penalty: 362.210602
	Iteration 0F: 2 clusters Score -173439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -171429.906250 Penalty: 724.421204
	Iteration 0F: 3 clusters Score -171429.9 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -172765.781250 Penalty: 724.421204
	Iteration 1F: 3 clusters Score -172765.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -174486.234375 Penalty: 724.421204
	Iteration 2F: 3 clusters Score -174486.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175268.453125 Penalty: 724.421204
	Iteration 3F: 3 clusters Score -175268.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -175433.562500 Penalty: 724.421204
	Iteration 4F: 3 clusters Score -175433.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -175500.546875 Penalty: 724.421204
	Iteration 5Q: 3 clusters Score -175500.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175523.250000 Penalty: 724.421204
	Iteration 6Q: 3 clusters Score -175523.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175561.203125 Penalty: 724.421204
	Iteration 7Q: 3 clusters Score -175561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175605.234375 Penalty: 724.421204
	Iteration 8Q: 3 clusters Score -175605.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -175647.656250 Penalty: 724.421204
	Iteration 9Q: 3 clusters Score -175647.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175705.890625 Penalty: 724.421204
	Iteration 10Q: 3 clusters Score -175705.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175764.796875 Penalty: 724.421204
	Iteration 11Q: 3 clusters Score -175764.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175790.171875 Penalty: 724.421204
	Iteration 12Q: 3 clusters Score -175790.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -175783.359375 Penalty: 724.421204
	Iteration 13Q: 3 clusters Score -175783.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175766.625000 Penalty: 724.421204
	Iteration 14Q: 3 clusters Score -175766.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175799.312500 Penalty: 724.421204
	Iteration 15Q: 3 clusters Score -175799.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -175811.359375 Penalty: 724.421204
	Iteration 16Q: 3 clusters Score -175811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175804.718750 Penalty: 724.421204
	Iteration 17Q: 3 clusters Score -175804.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175821.203125 Penalty: 724.421204
	Iteration 18Q: 3 clusters Score -175821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175819.156250 Penalty: 724.421204
	Iteration 19Q: 3 clusters Score -175819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175827.437500 Penalty: 724.421204
	Iteration 20F: 3 clusters Score -175827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -175832.468750 Penalty: 724.421204
	Iteration 21Q: 3 clusters Score -175832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175738.609375 Penalty: 724.421204
	Iteration 22Q: 3 clusters Score -175738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175819.718750 Penalty: 724.421204
	Iteration 23Q: 3 clusters Score -175819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175817.671875 Penalty: 724.421204
	Iteration 24Q: 3 clusters Score -175817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -175830.828125 Penalty: 724.421204
	Iteration 25Q: 3 clusters Score -175830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175792.609375 Penalty: 724.421204
	Iteration 26Q: 3 clusters Score -175792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175832.859375 Penalty: 724.421204
	Iteration 27Q: 3 clusters Score -175832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175828.156250 Penalty: 724.421204
	Iteration 28Q: 3 clusters Score -175828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175828.156250 Penalty: 724.421204
	Iteration 29F: 3 clusters Score -175828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 4654 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Entering Unmasked Estep 
Score: -53099104.000000 Penalty: 14345.457031
Splitting cluster 18 changes total score from -53082764.000000 to -53099104.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -280530.656250 Penalty: 384.269440
	Iteration 0F: 2 clusters Score -280530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -277487.312500 Penalty: 768.538879
	Iteration 0F: 3 clusters Score -277487.3 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -279456.062500 Penalty: 768.538879
	Iteration 1F: 3 clusters Score -279456.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -280368.750000 Penalty: 768.538879
	Iteration 2F: 3 clusters Score -280368.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -281210.656250 Penalty: 768.538879
	Iteration 3F: 3 clusters Score -281210.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -281701.343750 Penalty: 768.538879
	Iteration 4F: 3 clusters Score -281701.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -281930.468750 Penalty: 768.538879
	Iteration 5F: 3 clusters Score -281930.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -282077.062500 Penalty: 768.538879
	Iteration 6Q: 3 clusters Score -282077.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -282186.000000 Penalty: 768.538879
	Iteration 7Q: 3 clusters Score -282186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -282331.437500 Penalty: 768.538879
	Iteration 8Q: 3 clusters Score -282331.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -282466.468750 Penalty: 768.538879
	Iteration 9Q: 3 clusters Score -282466.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -282543.312500 Penalty: 768.538879
	Iteration 10Q: 3 clusters Score -282543.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -282574.562500 Penalty: 768.538879
	Iteration 11Q: 3 clusters Score -282574.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -282591.687500 Penalty: 768.538879
	Iteration 12Q: 3 clusters Score -282591.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -282598.656250 Penalty: 768.538879
	Iteration 13Q: 3 clusters Score -282598.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -282602.906250 Penalty: 768.538879
	Iteration 14Q: 3 clusters Score -282602.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -282595.531250 Penalty: 768.538879
	Iteration 15Q: 3 clusters Score -282595.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -282609.031250 Penalty: 768.538879
	Iteration 16Q: 3 clusters Score -282609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -282609.562500 Penalty: 768.538879
	Iteration 17Q: 3 clusters Score -282609.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -282609.468750 Penalty: 768.538879
	Iteration 18Q: 3 clusters Score -282609.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -282610.062500 Penalty: 768.538879
	Iteration 19Q: 3 clusters Score -282610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -282608.625000 Penalty: 768.538879
	Iteration 20F: 3 clusters Score -282608.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -282642.562500 Penalty: 768.538879
	Iteration 21Q: 3 clusters Score -282642.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -282699.781250 Penalty: 768.538879
	Iteration 22Q: 3 clusters Score -282699.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -282977.062500 Penalty: 768.538879
	Iteration 23Q: 3 clusters Score -282977.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -283448.468750 Penalty: 768.538879
	Iteration 24Q: 3 clusters Score -283448.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -283709.000000 Penalty: 768.538879
	Iteration 25Q: 3 clusters Score -283709 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -283844.875000 Penalty: 768.538879
	Iteration 26Q: 3 clusters Score -283844.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -283930.937500 Penalty: 768.538879
	Iteration 27Q: 3 clusters Score -283930.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -283960.843750 Penalty: 768.538879
	Iteration 28Q: 3 clusters Score -283960.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -283991.812500 Penalty: 768.538879
	Iteration 29Q: 3 clusters Score -283991.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -284035.875000 Penalty: 768.538879
	Iteration 30Q: 3 clusters Score -284035.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -284064.406250 Penalty: 768.538879
	Iteration 31Q: 3 clusters Score -284064.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -284074.218750 Penalty: 768.538879
	Iteration 32Q: 3 clusters Score -284074.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -284081.062500 Penalty: 768.538879
	Iteration 33Q: 3 clusters Score -284081.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -284091.218750 Penalty: 768.538879
	Iteration 34Q: 3 clusters Score -284091.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -284090.625000 Penalty: 768.538879
	Iteration 35Q: 3 clusters Score -284090.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -284096.593750 Penalty: 768.538879
	Iteration 36Q: 3 clusters Score -284096.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -284098.625000 Penalty: 768.538879
	Iteration 37Q: 3 clusters Score -284098.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -284097.062500 Penalty: 768.538879
	Iteration 38Q: 3 clusters Score -284097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -284099.156250 Penalty: 768.538879
	Iteration 39Q: 3 clusters Score -284099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -284101.000000 Penalty: 768.538879
	Iteration 40F: 3 clusters Score -284101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -284107.656250 Penalty: 768.538879
	Iteration 41Q: 3 clusters Score -284107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -284108.968750 Penalty: 768.538879
	Iteration 42Q: 3 clusters Score -284109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -284115.125000 Penalty: 768.538879
	Iteration 43Q: 3 clusters Score -284115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -284112.625000 Penalty: 768.538879
	Iteration 44Q: 3 clusters Score -284112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -284109.875000 Penalty: 768.538879
	Iteration 45Q: 3 clusters Score -284109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -284106.375000 Penalty: 768.538879
	Iteration 46Q: 3 clusters Score -284106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -284112.156250 Penalty: 768.538879
	Iteration 47Q: 3 clusters Score -284112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -284111.562500 Penalty: 768.538879
	Iteration 48Q: 3 clusters Score -284111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -284112.125000 Penalty: 768.538879
	Iteration 49Q: 3 clusters Score -284112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -284108.062500 Penalty: 768.538879
	Iteration 50Q: 3 clusters Score -284108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -284109.531250 Penalty: 768.538879
	Iteration 51Q: 3 clusters Score -284109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -284108.250000 Penalty: 768.538879
	Iteration 52Q: 3 clusters Score -284108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -284112.875000 Penalty: 768.538879
	Iteration 53Q: 3 clusters Score -284112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -284111.906250 Penalty: 768.538879
	Iteration 54Q: 3 clusters Score -284111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -284112.687500 Penalty: 768.538879
	Iteration 55Q: 3 clusters Score -284112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -284112.687500 Penalty: 768.538879
	Iteration 56F: 3 clusters Score -284112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 2614 members 
Entering Unmasked Estep 
Score: -53102500.000000 Penalty: 14969.172852
Splitting cluster 19 changes total score from -53082764.000000 to -53102500.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (6641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Entering Unmasked Estep 
Score: -380303.156250 Penalty: 400.446320
	Iteration 0F: 2 clusters Score -380303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -376276.625000 Penalty: 800.892639
	Iteration 0F: 3 clusters Score -376276.6 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -380136.906250 Penalty: 800.892639
	Iteration 1F: 3 clusters Score -380136.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -380906.437500 Penalty: 800.892639
	Iteration 2F: 3 clusters Score -380906.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -381639.000000 Penalty: 800.892639
	Iteration 3F: 3 clusters Score -381639 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -383470.312500 Penalty: 800.892639
	Iteration 4F: 3 clusters Score -383470.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -387537.375000 Penalty: 800.892639
	Iteration 5F: 3 clusters Score -387537.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -389501.656250 Penalty: 800.892639
	Iteration 6F: 3 clusters Score -389501.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389760.656250 Penalty: 800.892639
	Iteration 7Q: 3 clusters Score -389760.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -389781.218750 Penalty: 800.892639
	Iteration 8Q: 3 clusters Score -389781.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -389786.468750 Penalty: 800.892639
	Iteration 9Q: 3 clusters Score -389786.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -389774.687500 Penalty: 800.892639
	Iteration 10Q: 3 clusters Score -389774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -389777.500000 Penalty: 800.892639
	Iteration 11Q: 3 clusters Score -389777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -389783.875000 Penalty: 800.892639
	Iteration 12Q: 3 clusters Score -389783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -389787.281250 Penalty: 800.892639
	Iteration 13Q: 3 clusters Score -389787.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389788.000000 Penalty: 800.892639
	Iteration 14Q: 3 clusters Score -389788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389786.656250 Penalty: 800.892639
	Iteration 15Q: 3 clusters Score -389786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389787.093750 Penalty: 800.892639
	Iteration 16Q: 3 clusters Score -389787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389794.718750 Penalty: 800.892639
	Iteration 17Q: 3 clusters Score -389794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389780.937500 Penalty: 800.892639
	Iteration 18Q: 3 clusters Score -389780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389772.625000 Penalty: 800.892639
	Iteration 19Q: 3 clusters Score -389772.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389787.812500 Penalty: 800.892639
	Iteration 20F: 3 clusters Score -389787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389770.468750 Penalty: 800.892639
	Iteration 21Q: 3 clusters Score -389770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389783.343750 Penalty: 800.892639
	Iteration 22Q: 3 clusters Score -389783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389790.406250 Penalty: 800.892639
	Iteration 23Q: 3 clusters Score -389790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389781.875000 Penalty: 800.892639
	Iteration 24Q: 3 clusters Score -389781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389783.531250 Penalty: 800.892639
	Iteration 25Q: 3 clusters Score -389783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389787.250000 Penalty: 800.892639
	Iteration 26Q: 3 clusters Score -389787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389793.000000 Penalty: 800.892639
	Iteration 27Q: 3 clusters Score -389793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -389783.750000 Penalty: 800.892639
	Iteration 28Q: 3 clusters Score -389783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389785.781250 Penalty: 800.892639
	Iteration 29Q: 3 clusters Score -389785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389780.312500 Penalty: 800.892639
	Iteration 30Q: 3 clusters Score -389780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -389787.656250 Penalty: 800.892639
	Iteration 31Q: 3 clusters Score -389787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389787.937500 Penalty: 800.892639
	Iteration 32Q: 3 clusters Score -389787.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389756.781250 Penalty: 800.892639
	Iteration 33Q: 3 clusters Score -389756.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -389791.281250 Penalty: 800.892639
	Iteration 34Q: 3 clusters Score -389791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389793.156250 Penalty: 800.892639
	Iteration 35Q: 3 clusters Score -389793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389781.468750 Penalty: 800.892639
	Iteration 36Q: 3 clusters Score -389781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389785.906250 Penalty: 800.892639
	Iteration 37Q: 3 clusters Score -389785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389784.218750 Penalty: 800.892639
	Iteration 38Q: 3 clusters Score -389784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389776.312500 Penalty: 800.892639
	Iteration 39Q: 3 clusters Score -389776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389783.812500 Penalty: 800.892639
	Iteration 40F: 3 clusters Score -389783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389791.968750 Penalty: 800.892639
	Iteration 41Q: 3 clusters Score -389792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389798.718750 Penalty: 800.892639
	Iteration 42Q: 3 clusters Score -389798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389783.531250 Penalty: 800.892639
	Iteration 43Q: 3 clusters Score -389783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389747.937500 Penalty: 800.892639
	Iteration 44Q: 3 clusters Score -389747.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -389790.062500 Penalty: 800.892639
	Iteration 45Q: 3 clusters Score -389790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389779.312500 Penalty: 800.892639
	Iteration 46Q: 3 clusters Score -389779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389786.906250 Penalty: 800.892639
	Iteration 47Q: 3 clusters Score -389786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389782.343750 Penalty: 800.892639
	Iteration 48Q: 3 clusters Score -389782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389787.625000 Penalty: 800.892639
	Iteration 49Q: 3 clusters Score -389787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389789.562500 Penalty: 800.892639
	Iteration 50Q: 3 clusters Score -389789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389783.281250 Penalty: 800.892639
	Iteration 51Q: 3 clusters Score -389783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -389791.468750 Penalty: 800.892639
	Iteration 52Q: 3 clusters Score -389791.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389783.062500 Penalty: 800.892639
	Iteration 53Q: 3 clusters Score -389783.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389769.187500 Penalty: 800.892639
	Iteration 54Q: 3 clusters Score -389769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389769.625000 Penalty: 800.892639
	Iteration 55Q: 3 clusters Score -389769.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389775.031250 Penalty: 800.892639
	Iteration 56Q: 3 clusters Score -389775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -389791.250000 Penalty: 800.892639
	Iteration 57Q: 3 clusters Score -389791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389781.218750 Penalty: 800.892639
	Iteration 58Q: 3 clusters Score -389781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -389786.718750 Penalty: 800.892639
	Iteration 59Q: 3 clusters Score -389786.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -389791.531250 Penalty: 800.892639
	Iteration 60F: 3 clusters Score -389791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389788.406250 Penalty: 800.892639
	Iteration 61Q: 3 clusters Score -389788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389794.031250 Penalty: 800.892639
	Iteration 62Q: 3 clusters Score -389794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389781.562500 Penalty: 800.892639
	Iteration 63Q: 3 clusters Score -389781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -389786.281250 Penalty: 800.892639
	Iteration 64Q: 3 clusters Score -389786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -389793.937500 Penalty: 800.892639
	Iteration 65Q: 3 clusters Score -389793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389770.250000 Penalty: 800.892639
	Iteration 66Q: 3 clusters Score -389770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -389774.218750 Penalty: 800.892639
	Iteration 67Q: 3 clusters Score -389774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389789.031250 Penalty: 800.892639
	Iteration 68Q: 3 clusters Score -389789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -389778.656250 Penalty: 800.892639
	Iteration 69Q: 3 clusters Score -389778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389791.968750 Penalty: 800.892639
	Iteration 70Q: 3 clusters Score -389792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -389791.968750 Penalty: 800.892639
	Iteration 71Q: 3 clusters Score -389792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389790.687500 Penalty: 800.892639
	Iteration 72Q: 3 clusters Score -389790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389775.843750 Penalty: 800.892639
	Iteration 73Q: 3 clusters Score -389775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389782.375000 Penalty: 800.892639
	Iteration 74Q: 3 clusters Score -389782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389762.562500 Penalty: 800.892639
	Iteration 75Q: 3 clusters Score -389762.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389770.718750 Penalty: 800.892639
	Iteration 76Q: 3 clusters Score -389770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389788.718750 Penalty: 800.892639
	Iteration 77Q: 3 clusters Score -389788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389791.906250 Penalty: 800.892639
	Iteration 78Q: 3 clusters Score -389791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389788.812500 Penalty: 800.892639
	Iteration 79Q: 3 clusters Score -389788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389764.937500 Penalty: 800.892639
	Iteration 80F: 3 clusters Score -389764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389796.437500 Penalty: 800.892639
	Iteration 81Q: 3 clusters Score -389796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389791.406250 Penalty: 800.892639
	Iteration 82Q: 3 clusters Score -389791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389784.218750 Penalty: 800.892639
	Iteration 83Q: 3 clusters Score -389784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389781.062500 Penalty: 800.892639
	Iteration 84Q: 3 clusters Score -389781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389794.750000 Penalty: 800.892639
	Iteration 85Q: 3 clusters Score -389794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389781.375000 Penalty: 800.892639
	Iteration 86Q: 3 clusters Score -389781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389784.187500 Penalty: 800.892639
	Iteration 87Q: 3 clusters Score -389784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389792.968750 Penalty: 800.892639
	Iteration 88Q: 3 clusters Score -389793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389789.593750 Penalty: 800.892639
	Iteration 89Q: 3 clusters Score -389789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389796.031250 Penalty: 800.892639
	Iteration 90Q: 3 clusters Score -389796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389786.843750 Penalty: 800.892639
	Iteration 91Q: 3 clusters Score -389786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389779.500000 Penalty: 800.892639
	Iteration 92Q: 3 clusters Score -389779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389766.812500 Penalty: 800.892639
	Iteration 93Q: 3 clusters Score -389766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389778.093750 Penalty: 800.892639
	Iteration 94Q: 3 clusters Score -389778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389790.625000 Penalty: 800.892639
	Iteration 95Q: 3 clusters Score -389790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389790.156250 Penalty: 800.892639
	Iteration 96Q: 3 clusters Score -389790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389790.156250 Penalty: 800.892639
	Iteration 97Q: 3 clusters Score -389790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389784.187500 Penalty: 800.892639
	Iteration 98Q: 3 clusters Score -389784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389779.718750 Penalty: 800.892639
	Iteration 99Q: 3 clusters Score -389779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389793.468750 Penalty: 800.892639
	Iteration 100F: 3 clusters Score -389793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389792.062500 Penalty: 800.892639
	Iteration 101Q: 3 clusters Score -389792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389795.937500 Penalty: 800.892639
	Iteration 102Q: 3 clusters Score -389795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389781.937500 Penalty: 800.892639
	Iteration 103Q: 3 clusters Score -389781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389770.531250 Penalty: 800.892639
	Iteration 104Q: 3 clusters Score -389770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -389786.281250 Penalty: 800.892639
	Iteration 105Q: 3 clusters Score -389786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -389782.062500 Penalty: 800.892639
	Iteration 106Q: 3 clusters Score -389782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389780.656250 Penalty: 800.892639
	Iteration 107Q: 3 clusters Score -389780.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389767.687500 Penalty: 800.892639
	Iteration 108Q: 3 clusters Score -389767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389772.250000 Penalty: 800.892639
	Iteration 109Q: 3 clusters Score -389772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389785.750000 Penalty: 800.892639
	Iteration 110Q: 3 clusters Score -389785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389795.968750 Penalty: 800.892639
	Iteration 111Q: 3 clusters Score -389796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389790.062500 Penalty: 800.892639
	Iteration 112Q: 3 clusters Score -389790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389783.031250 Penalty: 800.892639
	Iteration 113Q: 3 clusters Score -389783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389779.906250 Penalty: 800.892639
	Iteration 114Q: 3 clusters Score -389779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389779.375000 Penalty: 800.892639
	Iteration 115Q: 3 clusters Score -389779.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389790.562500 Penalty: 800.892639
	Iteration 116Q: 3 clusters Score -389790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389795.437500 Penalty: 800.892639
	Iteration 117Q: 3 clusters Score -389795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389788.812500 Penalty: 800.892639
	Iteration 118Q: 3 clusters Score -389788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389780.812500 Penalty: 800.892639
	Iteration 119Q: 3 clusters Score -389780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389785.437500 Penalty: 800.892639
	Iteration 120F: 3 clusters Score -389785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389771.031250 Penalty: 800.892639
	Iteration 121Q: 3 clusters Score -389771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -389785.468750 Penalty: 800.892639
	Iteration 122Q: 3 clusters Score -389785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -389784.406250 Penalty: 800.892639
	Iteration 123Q: 3 clusters Score -389784.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389791.968750 Penalty: 800.892639
	Iteration 124Q: 3 clusters Score -389792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389784.875000 Penalty: 800.892639
	Iteration 125Q: 3 clusters Score -389784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389784.625000 Penalty: 800.892639
	Iteration 126Q: 3 clusters Score -389784.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389780.218750 Penalty: 800.892639
	Iteration 127Q: 3 clusters Score -389780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -389793.843750 Penalty: 800.892639
	Iteration 128Q: 3 clusters Score -389793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389795.062500 Penalty: 800.892639
	Iteration 129Q: 3 clusters Score -389795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389777.843750 Penalty: 800.892639
	Iteration 130Q: 3 clusters Score -389777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389789.656250 Penalty: 800.892639
	Iteration 131Q: 3 clusters Score -389789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389779.531250 Penalty: 800.892639
	Iteration 132Q: 3 clusters Score -389779.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389794.156250 Penalty: 800.892639
	Iteration 133Q: 3 clusters Score -389794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389790.125000 Penalty: 800.892639
	Iteration 134Q: 3 clusters Score -389790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389781.062500 Penalty: 800.892639
	Iteration 135Q: 3 clusters Score -389781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389786.531250 Penalty: 800.892639
	Iteration 136Q: 3 clusters Score -389786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389791.531250 Penalty: 800.892639
	Iteration 137Q: 3 clusters Score -389791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389761.093750 Penalty: 800.892639
	Iteration 138Q: 3 clusters Score -389761.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389791.906250 Penalty: 800.892639
	Iteration 139Q: 3 clusters Score -389791.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389794.593750 Penalty: 800.892639
	Iteration 140F: 3 clusters Score -389794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -389793.312500 Penalty: 800.892639
	Iteration 141Q: 3 clusters Score -389793.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389793.031250 Penalty: 800.892639
	Iteration 142Q: 3 clusters Score -389793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -389761.843750 Penalty: 800.892639
	Iteration 143Q: 3 clusters Score -389761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389769.406250 Penalty: 800.892639
	Iteration 144Q: 3 clusters Score -389769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389770.937500 Penalty: 800.892639
	Iteration 145Q: 3 clusters Score -389770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389778.593750 Penalty: 800.892639
	Iteration 146Q: 3 clusters Score -389778.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389777.500000 Penalty: 800.892639
	Iteration 147Q: 3 clusters Score -389777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389792.718750 Penalty: 800.892639
	Iteration 148Q: 3 clusters Score -389792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389780.562500 Penalty: 800.892639
	Iteration 149Q: 3 clusters Score -389780.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -389786.468750 Penalty: 800.892639
	Iteration 150Q: 3 clusters Score -389786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389787.375000 Penalty: 800.892639
	Iteration 151Q: 3 clusters Score -389787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389776.687500 Penalty: 800.892639
	Iteration 152Q: 3 clusters Score -389776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389794.156250 Penalty: 800.892639
	Iteration 153Q: 3 clusters Score -389794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389774.937500 Penalty: 800.892639
	Iteration 154Q: 3 clusters Score -389774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -389778.593750 Penalty: 800.892639
	Iteration 155Q: 3 clusters Score -389778.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389786.375000 Penalty: 800.892639
	Iteration 156Q: 3 clusters Score -389786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389779.375000 Penalty: 800.892639
	Iteration 157Q: 3 clusters Score -389779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -389778.875000 Penalty: 800.892639
	Iteration 158Q: 3 clusters Score -389778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -389796.687500 Penalty: 800.892639
	Iteration 159Q: 3 clusters Score -389796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389784.156250 Penalty: 800.892639
	Iteration 160F: 3 clusters Score -389784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389781.031250 Penalty: 800.892639
	Iteration 161Q: 3 clusters Score -389781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389784.531250 Penalty: 800.892639
	Iteration 162Q: 3 clusters Score -389784.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -389784.500000 Penalty: 800.892639
	Iteration 163Q: 3 clusters Score -389784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389788.500000 Penalty: 800.892639
	Iteration 164Q: 3 clusters Score -389788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -389778.500000 Penalty: 800.892639
	Iteration 165Q: 3 clusters Score -389778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389782.812500 Penalty: 800.892639
	Iteration 166Q: 3 clusters Score -389782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389789.281250 Penalty: 800.892639
	Iteration 167Q: 3 clusters Score -389789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -389784.437500 Penalty: 800.892639
	Iteration 168Q: 3 clusters Score -389784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -389783.968750 Penalty: 800.892639
	Iteration 169Q: 3 clusters Score -389784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389780.218750 Penalty: 800.892639
	Iteration 170Q: 3 clusters Score -389780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -389785.375000 Penalty: 800.892639
	Iteration 171Q: 3 clusters Score -389785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389792.312500 Penalty: 800.892639
	Iteration 172Q: 3 clusters Score -389792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389794.843750 Penalty: 800.892639
	Iteration 173Q: 3 clusters Score -389794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389786.218750 Penalty: 800.892639
	Iteration 174Q: 3 clusters Score -389786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -389786.218750 Penalty: 800.892639
	Iteration 175F: 3 clusters Score -389786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 206230 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 4784 members 
Entering Unmasked Estep 
Score: -53111664.000000 Penalty: 15592.887695
Splitting cluster 20 changes total score from -53082764.000000 to -53111664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (206230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206230 members 
Entering Unmasked Estep 
Score: -12475483.000000 Penalty: 556.772034
	Iteration 0F: 2 clusters Score -1.247548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -12385147.000000 Penalty: 1113.544067
	Iteration 0F: 3 clusters Score -1.238515e+07 nChanged 101633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -12464551.000000 Penalty: 1113.544067
	Iteration 1F: 3 clusters Score -1.246455e+07 nChanged 21822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127192 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -12478899.000000 Penalty: 1113.544067
	Iteration 2F: 3 clusters Score -1.24789e+07 nChanged 19176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -12489013.000000 Penalty: 1113.544067
	Iteration 3F: 3 clusters Score -1.248901e+07 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -12491190.000000 Penalty: 1113.544067
	Iteration 4F: 3 clusters Score -1.249119e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -12491574.000000 Penalty: 1113.544067
	Iteration 5Q: 3 clusters Score -1.249157e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 97757 members 
Entering Unmasked Estep 
Score: -12492378.000000 Penalty: 1113.544067
	Iteration 6Q: 3 clusters Score -1.249238e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -12494089.000000 Penalty: 1113.544067
	Iteration 7Q: 3 clusters Score -1.249409e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -12496062.000000 Penalty: 1113.544067
	Iteration 8Q: 3 clusters Score -1.249606e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -12498198.000000 Penalty: 1113.544067
	Iteration 9Q: 3 clusters Score -1.24982e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 114774 members 
Entering Unmasked Estep 
Score: -12500643.000000 Penalty: 1113.544067
	Iteration 10Q: 3 clusters Score -1.250064e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -12502205.000000 Penalty: 1113.544067
	Iteration 11Q: 3 clusters Score -1.25022e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 118983 members 
Entering Unmasked Estep 
Score: -12503444.000000 Penalty: 1113.544067
	Iteration 12Q: 3 clusters Score -1.250344e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 120037 members 
Entering Unmasked Estep 
Score: -12504467.000000 Penalty: 1113.544067
	Iteration 13Q: 3 clusters Score -1.250447e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -12504772.000000 Penalty: 1113.544067
	Iteration 14Q: 3 clusters Score -1.250477e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -12504863.000000 Penalty: 1113.544067
	Iteration 15Q: 3 clusters Score -1.250486e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -12504936.000000 Penalty: 1113.544067
	Iteration 16Q: 3 clusters Score -1.250494e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -12504932.000000 Penalty: 1113.544067
	Iteration 17Q: 3 clusters Score -1.250493e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -12504963.000000 Penalty: 1113.544067
	Iteration 18Q: 3 clusters Score -1.250496e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -12504947.000000 Penalty: 1113.544067
	Iteration 19Q: 3 clusters Score -1.250495e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -12504928.000000 Penalty: 1113.544067
	Iteration 20F: 3 clusters Score -1.250493e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -12504964.000000 Penalty: 1113.544067
	Iteration 21Q: 3 clusters Score -1.250496e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -12505040.000000 Penalty: 1113.544067
	Iteration 22Q: 3 clusters Score -1.250504e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 120586 members 
Entering Unmasked Estep 
Score: -12505113.000000 Penalty: 1113.544067
	Iteration 23Q: 3 clusters Score -1.250511e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -12505111.000000 Penalty: 1113.544067
	Iteration 24Q: 3 clusters Score -1.250511e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -12505152.000000 Penalty: 1113.544067
	Iteration 25Q: 3 clusters Score -1.250515e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 120560 members 
Entering Unmasked Estep 
Score: -12505194.000000 Penalty: 1113.544067
	Iteration 26Q: 3 clusters Score -1.250519e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -12505206.000000 Penalty: 1113.544067
	Iteration 27Q: 3 clusters Score -1.250521e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -12505202.000000 Penalty: 1113.544067
	Iteration 28Q: 3 clusters Score -1.25052e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -12505196.000000 Penalty: 1113.544067
	Iteration 29Q: 3 clusters Score -1.25052e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -12505218.000000 Penalty: 1113.544067
	Iteration 30Q: 3 clusters Score -1.250522e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 120530 members 
Entering Unmasked Estep 
Score: -12505206.000000 Penalty: 1113.544067
	Iteration 31Q: 3 clusters Score -1.250521e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -12505214.000000 Penalty: 1113.544067
	Iteration 32Q: 3 clusters Score -1.250521e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -12505222.000000 Penalty: 1113.544067
	Iteration 33Q: 3 clusters Score -1.250522e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 120520 members 
Entering Unmasked Estep 
Score: -12505199.000000 Penalty: 1113.544067
	Iteration 34Q: 3 clusters Score -1.25052e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -12505194.000000 Penalty: 1113.544067
	Iteration 35Q: 3 clusters Score -1.250519e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -12505194.000000 Penalty: 1113.544067
	Iteration 36Q: 3 clusters Score -1.250519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -12505191.000000 Penalty: 1113.544067
	Iteration 37Q: 3 clusters Score -1.250519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 120521 members 
Entering Unmasked Estep 
Score: -12505174.000000 Penalty: 1113.544067
	Iteration 38Q: 3 clusters Score -1.250517e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -12505200.000000 Penalty: 1113.544067
	Iteration 39Q: 3 clusters Score -1.25052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -12505194.000000 Penalty: 1113.544067
	Iteration 40F: 3 clusters Score -1.250519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -12505214.000000 Penalty: 1113.544067
	Iteration 41Q: 3 clusters Score -1.250521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -12505226.000000 Penalty: 1113.544067
	Iteration 42Q: 3 clusters Score -1.250523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -12505204.000000 Penalty: 1113.544067
	Iteration 43Q: 3 clusters Score -1.25052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -12505200.000000 Penalty: 1113.544067
	Iteration 44Q: 3 clusters Score -1.25052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -12505205.000000 Penalty: 1113.544067
	Iteration 45Q: 3 clusters Score -1.25052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -12505229.000000 Penalty: 1113.544067
	Iteration 46Q: 3 clusters Score -1.250523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 120474 members 
Entering Unmasked Estep 
Score: -12505212.000000 Penalty: 1113.544067
	Iteration 47Q: 3 clusters Score -1.250521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 120469 members 
Entering Unmasked Estep 
Score: -12505214.000000 Penalty: 1113.544067
	Iteration 48Q: 3 clusters Score -1.250521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -12505211.000000 Penalty: 1113.544067
	Iteration 49Q: 3 clusters Score -1.250521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -12505215.000000 Penalty: 1113.544067
	Iteration 50Q: 3 clusters Score -1.250522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 120465 members 
Entering Unmasked Estep 
Score: -12505211.000000 Penalty: 1113.544067
	Iteration 51Q: 3 clusters Score -1.250521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -12505214.000000 Penalty: 1113.544067
	Iteration 52Q: 3 clusters Score -1.250521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -12505193.000000 Penalty: 1113.544067
	Iteration 53Q: 3 clusters Score -1.250519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 120458 members 
Entering Unmasked Estep 
Score: -12505199.000000 Penalty: 1113.544067
	Iteration 54Q: 3 clusters Score -1.25052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -12505208.000000 Penalty: 1113.544067
	Iteration 55Q: 3 clusters Score -1.250521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -12505205.000000 Penalty: 1113.544067
	Iteration 56Q: 3 clusters Score -1.25052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -12505213.000000 Penalty: 1113.544067
	Iteration 57Q: 3 clusters Score -1.250521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -12505210.000000 Penalty: 1113.544067
	Iteration 58Q: 3 clusters Score -1.250521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 120448 members 
Entering Unmasked Estep 
Score: -12505201.000000 Penalty: 1113.544067
	Iteration 59Q: 3 clusters Score -1.25052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -12505215.000000 Penalty: 1113.544067
	Iteration 60F: 3 clusters Score -1.250522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 120437 members 
Entering Unmasked Estep 
Score: -12505188.000000 Penalty: 1113.544067
	Iteration 61Q: 3 clusters Score -1.250519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 120446 members 
Entering Unmasked Estep 
Score: -12505205.000000 Penalty: 1113.544067
	Iteration 62Q: 3 clusters Score -1.25052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 120444 members 
Entering Unmasked Estep 
Score: -12505208.000000 Penalty: 1113.544067
	Iteration 63Q: 3 clusters Score -1.250521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -12505211.000000 Penalty: 1113.544067
	Iteration 64Q: 3 clusters Score -1.250521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -12505205.000000 Penalty: 1113.544067
	Iteration 65Q: 3 clusters Score -1.25052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -12505205.000000 Penalty: 1113.544067
	Iteration 66F: 3 clusters Score -1.25052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 85788 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 120442 members 
Entering Unmasked Estep 
Score: -53142956.000000 Penalty: 16216.603516
Splitting cluster 22 changes total score from -53082764.000000 to -53142956.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 23 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -92366.414062 Penalty: 356.895111
	Iteration 0F: 2 clusters Score -92366.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -90738.929688 Penalty: 713.790222
	Iteration 0F: 3 clusters Score -90738.93 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -93519.132812 Penalty: 713.790222
	Iteration 1F: 3 clusters Score -93519.13 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -94547.007812 Penalty: 713.790222
	Iteration 2F: 3 clusters Score -94547.01 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -95200.390625 Penalty: 713.790222
	Iteration 3F: 3 clusters Score -95200.39 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -95597.125000 Penalty: 713.790222
	Iteration 4F: 3 clusters Score -95597.12 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -95853.062500 Penalty: 713.790222
	Iteration 5F: 3 clusters Score -95853.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -95981.437500 Penalty: 713.790222
	Iteration 6Q: 3 clusters Score -95981.44 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -96116.492188 Penalty: 713.790222
	Iteration 7Q: 3 clusters Score -96116.49 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -96487.609375 Penalty: 713.790222
	Iteration 8Q: 3 clusters Score -96487.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -96787.664062 Penalty: 713.790222
	Iteration 9Q: 3 clusters Score -96787.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -97240.945312 Penalty: 713.790222
	Iteration 10Q: 3 clusters Score -97240.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -97540.257812 Penalty: 713.790222
	Iteration 11Q: 3 clusters Score -97540.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -97615.492188 Penalty: 713.790222
	Iteration 12Q: 3 clusters Score -97615.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -97696.273438 Penalty: 713.790222
	Iteration 13Q: 3 clusters Score -97696.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -97739.664062 Penalty: 713.790222
	Iteration 14Q: 3 clusters Score -97739.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -97759.304688 Penalty: 713.790222
	Iteration 15Q: 3 clusters Score -97759.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -97805.531250 Penalty: 713.790222
	Iteration 16Q: 3 clusters Score -97805.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -97954.945312 Penalty: 713.790222
	Iteration 17Q: 3 clusters Score -97954.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -98261.757812 Penalty: 713.790222
	Iteration 18Q: 3 clusters Score -98261.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -98321.328125 Penalty: 713.790222
	Iteration 19Q: 3 clusters Score -98321.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -98364.820312 Penalty: 713.790222
	Iteration 20F: 3 clusters Score -98364.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -98380.648438 Penalty: 713.790222
	Iteration 21Q: 3 clusters Score -98380.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -98385.164062 Penalty: 713.790222
	Iteration 22Q: 3 clusters Score -98385.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -98391.093750 Penalty: 713.790222
	Iteration 23Q: 3 clusters Score -98391.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -98404.117188 Penalty: 713.790222
	Iteration 24Q: 3 clusters Score -98404.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -98406.382812 Penalty: 713.790222
	Iteration 25Q: 3 clusters Score -98406.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -98407.125000 Penalty: 713.790222
	Iteration 26Q: 3 clusters Score -98407.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -98405.742188 Penalty: 713.790222
	Iteration 27Q: 3 clusters Score -98405.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98409.867188 Penalty: 713.790222
	Iteration 28Q: 3 clusters Score -98409.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98409.406250 Penalty: 713.790222
	Iteration 29Q: 3 clusters Score -98409.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98409.406250 Penalty: 713.790222
	Iteration 30F: 3 clusters Score -98409.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 85788 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 120442 members 
Mstep: Class 27 contains 1339 members 
Entering Unmasked Estep 
Score: -53148880.000000 Penalty: 16840.318359
Splitting cluster 23 changes total score from -53082764.000000 to -53148880.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 354 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 170112 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 14 contains 95084 members 
Mstep: Class 15 contains 98093 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 131238 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 22 contains 85788 members 
Mstep: Class 23 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53167236.000000 Penalty: 16840.318359
Iteration 39Q: 28 clusters Score -5.316724e+07 nChanged 39858
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 785 members 
Mstep: Class 7 contains 15334 members 
Mstep: Class 8 contains 173046 members 
Mstep: Class 9 contains 49914 members 
Mstep: Class 10 contains 26973 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 95390 members 
Mstep: Class 15 contains 93317 members 
Mstep: Class 16 contains 205 members 
Mstep: Class 17 contains 127047 members 
Mstep: Class 18 contains 2226 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 99179 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 114934 members 
Mstep: Class 27 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53172296.000000 Penalty: 16840.318359
Iteration 40F: 28 clusters Score -5.31723e+07 nChanged 47854
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 1488 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 171039 members 
Mstep: Class 9 contains 49847 members 
Mstep: Class 10 contains 27043 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 94686 members 
Mstep: Class 15 contains 88556 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 122018 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 2042 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 639 members 
Mstep: Class 22 contains 112069 members 
Mstep: Class 23 contains 1252 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 114737 members 
Mstep: Class 27 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53172800.000000 Penalty: 16840.318359
Iteration 41F: 28 clusters Score -5.31728e+07 nChanged 46230
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 169642 members 
Mstep: Class 9 contains 49839 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 456 members 
Mstep: Class 14 contains 94229 members 
Mstep: Class 15 contains 81615 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 116041 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 1933 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 125054 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 116931 members 
Mstep: Class 27 contains 1309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53170596.000000 Penalty: 16840.318359
Iteration 42F: 28 clusters Score -5.31706e+07 nChanged 42185
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 938 members 
Mstep: Class 7 contains 14842 members 
Mstep: Class 8 contains 169098 members 
Mstep: Class 9 contains 50060 members 
Mstep: Class 10 contains 26969 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 93982 members 
Mstep: Class 15 contains 75566 members 
Mstep: Class 16 contains 234 members 
Mstep: Class 17 contains 109611 members 
Mstep: Class 18 contains 2226 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 134215 members 
Mstep: Class 23 contains 1267 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 120188 members 
Mstep: Class 27 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53169444.000000 Penalty: 16840.318359
Iteration 43Q: 28 clusters Score -5.316944e+07 nChanged 36452
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 14892 members 
Mstep: Class 8 contains 168954 members 
Mstep: Class 9 contains 50895 members 
Mstep: Class 10 contains 28117 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 93873 members 
Mstep: Class 15 contains 71718 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 103542 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 632 members 
Mstep: Class 22 contains 138173 members 
Mstep: Class 23 contains 1265 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 123779 members 
Mstep: Class 27 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53171432.000000 Penalty: 16840.318359
Iteration 44Q: 28 clusters Score -5.317143e+07 nChanged 30905
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 168796 members 
Mstep: Class 9 contains 52090 members 
Mstep: Class 10 contains 29912 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 10442 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 93847 members 
Mstep: Class 15 contains 69935 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 98201 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 138577 members 
Mstep: Class 23 contains 1255 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 4823 members 
Mstep: Class 26 contains 127105 members 
Mstep: Class 27 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53175364.000000 Penalty: 16840.318359
Iteration 45Q: 28 clusters Score -5.317536e+07 nChanged 26444
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 14999 members 
Mstep: Class 8 contains 168397 members 
Mstep: Class 9 contains 53299 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 10484 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 93896 members 
Mstep: Class 15 contains 69553 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 93715 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 136493 members 
Mstep: Class 23 contains 1245 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 4825 members 
Mstep: Class 26 contains 130203 members 
Mstep: Class 27 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53180108.000000 Penalty: 16840.318359
Iteration 46Q: 28 clusters Score -5.318011e+07 nChanged 23092
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 989 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 167776 members 
Mstep: Class 9 contains 54401 members 
Mstep: Class 10 contains 35027 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 10521 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 94114 members 
Mstep: Class 15 contains 69997 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 89946 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2047 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 133324 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 132820 members 
Mstep: Class 27 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53184768.000000 Penalty: 16840.318359
Iteration 47Q: 28 clusters Score -5.318477e+07 nChanged 20616
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 167153 members 
Mstep: Class 9 contains 55316 members 
Mstep: Class 10 contains 37616 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 10537 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 94472 members 
Mstep: Class 15 contains 71084 members 
Mstep: Class 16 contains 244 members 
Mstep: Class 17 contains 86627 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 129539 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 135242 members 
Mstep: Class 27 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53189128.000000 Penalty: 16840.318359
Iteration 48Q: 28 clusters Score -5.318913e+07 nChanged 18710
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 15156 members 
Mstep: Class 8 contains 166339 members 
Mstep: Class 9 contains 56006 members 
Mstep: Class 10 contains 40203 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 94806 members 
Mstep: Class 15 contains 72617 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 83957 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 125586 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 137303 members 
Mstep: Class 27 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53193048.000000 Penalty: 16840.318359
Iteration 49Q: 28 clusters Score -5.319305e+07 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 8 contains 165474 members 
Mstep: Class 9 contains 56461 members 
Mstep: Class 10 contains 42697 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 10500 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 95160 members 
Mstep: Class 15 contains 74368 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 81866 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 121539 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 4825 members 
Mstep: Class 26 contains 139158 members 
Mstep: Class 27 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53196984.000000 Penalty: 16840.318359
Iteration 50Q: 28 clusters Score -5.319698e+07 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 495 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 15087 members 
Mstep: Class 8 contains 164490 members 
Mstep: Class 9 contains 56594 members 
Mstep: Class 10 contains 44866 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 95521 members 
Mstep: Class 15 contains 76423 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 80593 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 117429 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 2591 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 140845 members 
Mstep: Class 27 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53199764.000000 Penalty: 16840.318359
Iteration 51Q: 28 clusters Score -5.319976e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 163680 members 
Mstep: Class 9 contains 56423 members 
Mstep: Class 10 contains 46863 members 
Mstep: Class 11 contains 4768 members 
Mstep: Class 12 contains 10459 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 95863 members 
Mstep: Class 15 contains 78506 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 79814 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 113311 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 142354 members 
Mstep: Class 27 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202036.000000 Penalty: 16840.318359
Iteration 52Q: 28 clusters Score -5.320204e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 162759 members 
Mstep: Class 9 contains 55959 members 
Mstep: Class 10 contains 48535 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 10479 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 96144 members 
Mstep: Class 15 contains 80471 members 
Mstep: Class 16 contains 245 members 
Mstep: Class 17 contains 79501 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 109663 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 143847 members 
Mstep: Class 27 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53203984.000000 Penalty: 16840.318359
Iteration 53Q: 28 clusters Score -5.320398e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 14541 members 
Mstep: Class 8 contains 161941 members 
Mstep: Class 9 contains 55271 members 
Mstep: Class 10 contains 49932 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 12 contains 10510 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 96232 members 
Mstep: Class 15 contains 82189 members 
Mstep: Class 16 contains 246 members 
Mstep: Class 17 contains 79517 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 106437 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 4822 members 
Mstep: Class 26 contains 145458 members 
Mstep: Class 27 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53205616.000000 Penalty: 16840.318359
Iteration 54Q: 28 clusters Score -5.320562e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 1243 members 
Mstep: Class 4 contains 2176 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 14274 members 
Mstep: Class 8 contains 161284 members 
Mstep: Class 9 contains 54331 members 
Mstep: Class 10 contains 50992 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 96243 members 
Mstep: Class 15 contains 83732 members 
Mstep: Class 16 contains 247 members 
Mstep: Class 17 contains 79809 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 103763 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 147027 members 
Mstep: Class 27 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53207080.000000 Penalty: 16840.318359
Iteration 55Q: 28 clusters Score -5.320708e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 14049 members 
Mstep: Class 8 contains 160546 members 
Mstep: Class 9 contains 53213 members 
Mstep: Class 10 contains 51878 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 10535 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 96025 members 
Mstep: Class 15 contains 85284 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 80266 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 101448 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 148583 members 
Mstep: Class 27 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53209012.000000 Penalty: 16840.318359
Iteration 56Q: 28 clusters Score -5.320901e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 1231 members 
Mstep: Class 4 contains 2151 members 
Mstep: Class 5 contains 506 members 
Mstep: Class 6 contains 1151 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 159717 members 
Mstep: Class 9 contains 51986 members 
Mstep: Class 10 contains 52588 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 10602 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 95717 members 
Mstep: Class 15 contains 86564 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 80846 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 99731 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 150152 members 
Mstep: Class 27 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53210968.000000 Penalty: 16840.318359
Iteration 57Q: 28 clusters Score -5.321097e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 13530 members 
Mstep: Class 8 contains 159051 members 
Mstep: Class 9 contains 50691 members 
Mstep: Class 10 contains 53122 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 12 contains 10616 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 95281 members 
Mstep: Class 15 contains 87531 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 81449 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 98379 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 151914 members 
Mstep: Class 27 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53212204.000000 Penalty: 16840.318359
Iteration 58Q: 28 clusters Score -5.32122e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 519 members 
Mstep: Class 6 contains 1159 members 
Mstep: Class 7 contains 13290 members 
Mstep: Class 8 contains 157884 members 
Mstep: Class 9 contains 49529 members 
Mstep: Class 10 contains 53323 members 
Mstep: Class 11 contains 5145 members 
Mstep: Class 12 contains 10660 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 94717 members 
Mstep: Class 15 contains 88350 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 82028 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 97029 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 154658 members 
Mstep: Class 27 contains 1464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53212952.000000 Penalty: 16840.318359
Iteration 59Q: 28 clusters Score -5.321295e+07 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 13058 members 
Mstep: Class 8 contains 156160 members 
Mstep: Class 9 contains 48341 members 
Mstep: Class 10 contains 53149 members 
Mstep: Class 11 contains 5182 members 
Mstep: Class 12 contains 10675 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 94027 members 
Mstep: Class 15 contains 88767 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 82560 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 96108 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 158619 members 
Mstep: Class 27 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53214328.000000 Penalty: 16840.318359
Iteration 60F: 28 clusters Score -5.321433e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 2203 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 12836 members 
Mstep: Class 8 contains 153148 members 
Mstep: Class 9 contains 47137 members 
Mstep: Class 10 contains 54332 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 93068 members 
Mstep: Class 15 contains 88728 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 82688 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2050 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 96063 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 4823 members 
Mstep: Class 26 contains 162752 members 
Mstep: Class 27 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53213484.000000 Penalty: 16840.318359
Iteration 61Q: 28 clusters Score -5.321348e+07 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 1227 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 534 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 149928 members 
Mstep: Class 9 contains 45551 members 
Mstep: Class 10 contains 55694 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 10631 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 92346 members 
Mstep: Class 15 contains 88203 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 82502 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 96814 members 
Mstep: Class 23 contains 1205 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 4822 members 
Mstep: Class 26 contains 167077 members 
Mstep: Class 27 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53211184.000000 Penalty: 16840.318359
Iteration 62Q: 28 clusters Score -5.321118e+07 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 1195 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 146325 members 
Mstep: Class 9 contains 44059 members 
Mstep: Class 10 contains 57304 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 12 contains 10627 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 91884 members 
Mstep: Class 15 contains 87514 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 82655 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 98401 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 2585 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 170051 members 
Mstep: Class 27 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53208156.000000 Penalty: 16840.318359
Iteration 63Q: 28 clusters Score -5.320816e+07 nChanged 20259
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 12278 members 
Mstep: Class 8 contains 142536 members 
Mstep: Class 9 contains 42806 members 
Mstep: Class 10 contains 59221 members 
Mstep: Class 11 contains 5302 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 91372 members 
Mstep: Class 15 contains 86937 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 83145 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2059 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 100383 members 
Mstep: Class 23 contains 1180 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 171590 members 
Mstep: Class 27 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53205820.000000 Penalty: 16840.318359
Iteration 64Q: 28 clusters Score -5.320582e+07 nChanged 20255
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 12145 members 
Mstep: Class 8 contains 139097 members 
Mstep: Class 9 contains 41831 members 
Mstep: Class 10 contains 61602 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 10800 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 90478 members 
Mstep: Class 15 contains 86591 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 83805 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102627 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 171514 members 
Mstep: Class 27 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53203784.000000 Penalty: 16840.318359
Iteration 65Q: 28 clusters Score -5.320378e+07 nChanged 20053
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 12057 members 
Mstep: Class 8 contains 136276 members 
Mstep: Class 9 contains 41084 members 
Mstep: Class 10 contains 64276 members 
Mstep: Class 11 contains 5381 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 89296 members 
Mstep: Class 15 contains 86402 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 84642 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 1910 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 104989 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 4823 members 
Mstep: Class 26 contains 169933 members 
Mstep: Class 27 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202432.000000 Penalty: 16840.318359
Iteration 66Q: 28 clusters Score -5.320243e+07 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 12045 members 
Mstep: Class 8 contains 133718 members 
Mstep: Class 9 contains 40601 members 
Mstep: Class 10 contains 67109 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11310 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 87895 members 
Mstep: Class 15 contains 86585 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 85635 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 106949 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 167514 members 
Mstep: Class 27 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201828.000000 Penalty: 16840.318359
Iteration 67Q: 28 clusters Score -5.320183e+07 nChanged 19554
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 12080 members 
Mstep: Class 8 contains 131253 members 
Mstep: Class 9 contains 40457 members 
Mstep: Class 10 contains 70014 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 86161 members 
Mstep: Class 15 contains 86927 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 86762 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 108522 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 164808 members 
Mstep: Class 27 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201672.000000 Penalty: 16840.318359
Iteration 68Q: 28 clusters Score -5.320167e+07 nChanged 19665
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1953 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 12140 members 
Mstep: Class 8 contains 129243 members 
Mstep: Class 9 contains 40638 members 
Mstep: Class 10 contains 72974 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 83967 members 
Mstep: Class 15 contains 87331 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 87843 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 109705 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 161939 members 
Mstep: Class 27 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202460.000000 Penalty: 16840.318359
Iteration 69Q: 28 clusters Score -5.320246e+07 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 12250 members 
Mstep: Class 8 contains 127499 members 
Mstep: Class 9 contains 40921 members 
Mstep: Class 10 contains 75834 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 81512 members 
Mstep: Class 15 contains 87827 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88948 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 110195 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 4819 members 
Mstep: Class 26 contains 159416 members 
Mstep: Class 27 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202176.000000 Penalty: 16840.318359
Iteration 70Q: 28 clusters Score -5.320218e+07 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 12390 members 
Mstep: Class 8 contains 125774 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 78743 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 13412 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 79038 members 
Mstep: Class 15 contains 88391 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 89833 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 110129 members 
Mstep: Class 23 contains 1158 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 4825 members 
Mstep: Class 26 contains 157230 members 
Mstep: Class 27 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201524.000000 Penalty: 16840.318359
Iteration 71Q: 28 clusters Score -5.320152e+07 nChanged 19701
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 12522 members 
Mstep: Class 8 contains 124026 members 
Mstep: Class 9 contains 41982 members 
Mstep: Class 10 contains 81335 members 
Mstep: Class 11 contains 5466 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 77079 members 
Mstep: Class 15 contains 88834 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 90324 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 109559 members 
Mstep: Class 23 contains 1158 members 
Mstep: Class 24 contains 2579 members 
Mstep: Class 25 contains 4823 members 
Mstep: Class 26 contains 155676 members 
Mstep: Class 27 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201716.000000 Penalty: 16840.318359
Iteration 72Q: 28 clusters Score -5.320172e+07 nChanged 19534
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 122347 members 
Mstep: Class 9 contains 42509 members 
Mstep: Class 10 contains 83623 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 15097 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 75423 members 
Mstep: Class 15 contains 89034 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 90713 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2069 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 108676 members 
Mstep: Class 23 contains 1158 members 
Mstep: Class 24 contains 2575 members 
Mstep: Class 25 contains 4829 members 
Mstep: Class 26 contains 154757 members 
Mstep: Class 27 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201752.000000 Penalty: 16840.318359
Iteration 73Q: 28 clusters Score -5.320175e+07 nChanged 19359
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 12780 members 
Mstep: Class 8 contains 120657 members 
Mstep: Class 9 contains 43026 members 
Mstep: Class 10 contains 85605 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 15944 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 74035 members 
Mstep: Class 15 contains 89316 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 90813 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 1899 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 107680 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 4831 members 
Mstep: Class 26 contains 154225 members 
Mstep: Class 27 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53201904.000000 Penalty: 16840.318359
Iteration 74Q: 28 clusters Score -5.32019e+07 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 12923 members 
Mstep: Class 8 contains 119016 members 
Mstep: Class 9 contains 43490 members 
Mstep: Class 10 contains 87362 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 12 contains 16797 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 72981 members 
Mstep: Class 15 contains 89727 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 90648 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 106493 members 
Mstep: Class 23 contains 1158 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 153964 members 
Mstep: Class 27 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202348.000000 Penalty: 16840.318359
Iteration 75Q: 28 clusters Score -5.320235e+07 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1681 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 13055 members 
Mstep: Class 8 contains 117450 members 
Mstep: Class 9 contains 43879 members 
Mstep: Class 10 contains 88892 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 17611 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 72199 members 
Mstep: Class 15 contains 90193 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 90188 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 105387 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 153764 members 
Mstep: Class 27 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53202764.000000 Penalty: 16840.318359
Iteration 76Q: 28 clusters Score -5.320276e+07 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 13166 members 
Mstep: Class 8 contains 115903 members 
Mstep: Class 9 contains 44158 members 
Mstep: Class 10 contains 90127 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 18387 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 71674 members 
Mstep: Class 15 contains 90794 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 89577 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 104409 members 
Mstep: Class 23 contains 1158 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 153562 members 
Mstep: Class 27 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53203268.000000 Penalty: 16840.318359
Iteration 77Q: 28 clusters Score -5.320327e+07 nChanged 15860
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 114482 members 
Mstep: Class 9 contains 44410 members 
Mstep: Class 10 contains 90972 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 19056 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 71424 members 
Mstep: Class 15 contains 91346 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88999 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2067 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 103587 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 4820 members 
Mstep: Class 26 contains 153439 members 
Mstep: Class 27 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53203908.000000 Penalty: 16840.318359
Iteration 78Q: 28 clusters Score -5.320391e+07 nChanged 14509
Entering ConstructFrom: 
Score: -53203908.000000 Penalty: 16840.318359
Entering ConstructFrom: 
Trying to split cluster 1 (77029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Entering Unmasked Estep 
Score: -4707459.500000 Penalty: 511.963135
	Iteration 0F: 2 clusters Score -4707460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -4655336.500000 Penalty: 1023.926270
	Iteration 0F: 3 clusters Score -4655336 nChanged 37632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -4678935.500000 Penalty: 1023.926270
	Iteration 1F: 3 clusters Score -4678936 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -4680450.000000 Penalty: 1023.926270
	Iteration 2Q: 3 clusters Score -4680450 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -4682897.000000 Penalty: 1023.926270
	Iteration 3F: 3 clusters Score -4682897 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -4686869.500000 Penalty: 1023.926270
	Iteration 4F: 3 clusters Score -4686870 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -4691898.000000 Penalty: 1023.926270
	Iteration 5F: 3 clusters Score -4691898 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -4696711.000000 Penalty: 1023.926270
	Iteration 6F: 3 clusters Score -4696711 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -4700113.500000 Penalty: 1023.926270
	Iteration 7Q: 3 clusters Score -4700114 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -4702280.500000 Penalty: 1023.926270
	Iteration 8Q: 3 clusters Score -4702280 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -4703676.500000 Penalty: 1023.926270
	Iteration 9Q: 3 clusters Score -4703676 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -4704689.000000 Penalty: 1023.926270
	Iteration 10Q: 3 clusters Score -4704689 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -4705324.000000 Penalty: 1023.926270
	Iteration 11Q: 3 clusters Score -4705324 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -4705796.500000 Penalty: 1023.926270
	Iteration 12Q: 3 clusters Score -4705796 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -4706162.500000 Penalty: 1023.926270
	Iteration 13Q: 3 clusters Score -4706162 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -4706405.000000 Penalty: 1023.926270
	Iteration 14Q: 3 clusters Score -4706405 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -4706553.000000 Penalty: 1023.926270
	Iteration 15Q: 3 clusters Score -4706553 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -4706692.000000 Penalty: 1023.926270
	Iteration 16Q: 3 clusters Score -4706692 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -4706811.500000 Penalty: 1023.926270
	Iteration 17Q: 3 clusters Score -4706812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -4706909.500000 Penalty: 1023.926270
	Iteration 18Q: 3 clusters Score -4706910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -4706967.000000 Penalty: 1023.926270
	Iteration 19Q: 3 clusters Score -4706967 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -4707009.500000 Penalty: 1023.926270
	Iteration 20F: 3 clusters Score -4707010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -4707042.500000 Penalty: 1023.926270
	Iteration 21Q: 3 clusters Score -4707042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -4707055.000000 Penalty: 1023.926270
	Iteration 22Q: 3 clusters Score -4707055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -4707070.000000 Penalty: 1023.926270
	Iteration 23Q: 3 clusters Score -4707070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -4707095.000000 Penalty: 1023.926270
	Iteration 24Q: 3 clusters Score -4707095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -4707105.000000 Penalty: 1023.926270
	Iteration 25Q: 3 clusters Score -4707105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -4707109.000000 Penalty: 1023.926270
	Iteration 26Q: 3 clusters Score -4707109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -4707113.000000 Penalty: 1023.926270
	Iteration 27Q: 3 clusters Score -4707113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -4707110.500000 Penalty: 1023.926270
	Iteration 28Q: 3 clusters Score -4707110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -4707115.500000 Penalty: 1023.926270
	Iteration 29Q: 3 clusters Score -4707116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -4707116.500000 Penalty: 1023.926270
	Iteration 30Q: 3 clusters Score -4707116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -4707117.500000 Penalty: 1023.926270
	Iteration 31Q: 3 clusters Score -4707118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -4707118.000000 Penalty: 1023.926270
	Iteration 32Q: 3 clusters Score -4707118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -4707119.000000 Penalty: 1023.926270
	Iteration 33Q: 3 clusters Score -4707119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -4707124.000000 Penalty: 1023.926270
	Iteration 34Q: 3 clusters Score -4707124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -4707123.500000 Penalty: 1023.926270
	Iteration 35Q: 3 clusters Score -4707124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -4707120.000000 Penalty: 1023.926270
	Iteration 36Q: 3 clusters Score -4707120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -4707118.500000 Penalty: 1023.926270
	Iteration 37Q: 3 clusters Score -4707118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -4707120.000000 Penalty: 1023.926270
	Iteration 38Q: 3 clusters Score -4707120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -4707120.000000 Penalty: 1023.926270
	Iteration 39F: 3 clusters Score -4707120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -132962.859375 Penalty: 350.136292
	Iteration 0F: 2 clusters Score -132962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -131479.921875 Penalty: 700.272583
	Iteration 0F: 3 clusters Score -131479.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -132564.453125 Penalty: 700.272583
	Iteration 1F: 3 clusters Score -132564.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -133093.531250 Penalty: 700.272583
	Iteration 2F: 3 clusters Score -133093.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -133434.937500 Penalty: 700.272583
	Iteration 3F: 3 clusters Score -133434.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -133660.437500 Penalty: 700.272583
	Iteration 4F: 3 clusters Score -133660.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -133779.078125 Penalty: 700.272583
	Iteration 5Q: 3 clusters Score -133779.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -133957.062500 Penalty: 700.272583
	Iteration 6Q: 3 clusters Score -133957.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -134135.734375 Penalty: 700.272583
	Iteration 7Q: 3 clusters Score -134135.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -134288.453125 Penalty: 700.272583
	Iteration 8Q: 3 clusters Score -134288.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -134374.296875 Penalty: 700.272583
	Iteration 9Q: 3 clusters Score -134374.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -134391.765625 Penalty: 700.272583
	Iteration 10Q: 3 clusters Score -134391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -134395.046875 Penalty: 700.272583
	Iteration 11Q: 3 clusters Score -134395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -134394.781250 Penalty: 700.272583
	Iteration 12Q: 3 clusters Score -134394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -134393.640625 Penalty: 700.272583
	Iteration 13Q: 3 clusters Score -134393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -134395.296875 Penalty: 700.272583
	Iteration 14Q: 3 clusters Score -134395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -134396.328125 Penalty: 700.272583
	Iteration 15Q: 3 clusters Score -134396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -134396.375000 Penalty: 700.272583
	Iteration 16Q: 3 clusters Score -134396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -134398.234375 Penalty: 700.272583
	Iteration 17Q: 3 clusters Score -134398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -134396.734375 Penalty: 700.272583
	Iteration 18Q: 3 clusters Score -134396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -134397.000000 Penalty: 700.272583
	Iteration 19F: 3 clusters Score -134397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -134400.546875 Penalty: 700.272583
	Iteration 20F: 3 clusters Score -134400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -134398.171875 Penalty: 700.272583
	Iteration 21Q: 3 clusters Score -134398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -134401.953125 Penalty: 700.272583
	Iteration 22Q: 3 clusters Score -134402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -134401.953125 Penalty: 700.272583
	Iteration 23F: 3 clusters Score -134402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 113128 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 91455 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 19671 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 71407 members 
Mstep: Class 15 contains 92030 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102976 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 153173 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1557 members 
Entering Unmasked Estep 
Score: -53203908.000000 Penalty: 17464.035156
Splitting cluster 2 changes total score from -53203908.000000 to -53203908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -69629.851562 Penalty: 323.573792
	Iteration 0F: 2 clusters Score -69629.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68722.437500 Penalty: 647.147583
	Iteration 0F: 3 clusters Score -68722.44 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -70008.281250 Penalty: 647.147583
	Iteration 1F: 3 clusters Score -70008.28 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70624.828125 Penalty: 647.147583
	Iteration 2F: 3 clusters Score -70624.83 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -70860.242188 Penalty: 647.147583
	Iteration 3F: 3 clusters Score -70860.24 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -70976.898438 Penalty: 647.147583
	Iteration 4F: 3 clusters Score -70976.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -71029.531250 Penalty: 647.147583
	Iteration 5Q: 3 clusters Score -71029.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -71099.812500 Penalty: 647.147583
	Iteration 6Q: 3 clusters Score -71099.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -71158.914062 Penalty: 647.147583
	Iteration 7Q: 3 clusters Score -71158.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -71226.617188 Penalty: 647.147583
	Iteration 8Q: 3 clusters Score -71226.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -71283.546875 Penalty: 647.147583
	Iteration 9Q: 3 clusters Score -71283.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -71330.992188 Penalty: 647.147583
	Iteration 10Q: 3 clusters Score -71330.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -71354.601562 Penalty: 647.147583
	Iteration 11Q: 3 clusters Score -71354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -71356.507812 Penalty: 647.147583
	Iteration 12Q: 3 clusters Score -71356.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -71358.609375 Penalty: 647.147583
	Iteration 13Q: 3 clusters Score -71358.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -71358.609375 Penalty: 647.147583
	Iteration 14F: 3 clusters Score -71358.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 113128 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 91455 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 19671 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 71407 members 
Mstep: Class 15 contains 92030 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102976 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 153173 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1057 members 
Entering Unmasked Estep 
Score: -53204096.000000 Penalty: 17464.035156
Splitting cluster 3 changes total score from -53203908.000000 to -53204096.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 4 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -99827.859375 Penalty: 334.331451
	Iteration 0F: 2 clusters Score -99827.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98657.765625 Penalty: 668.662903
	Iteration 0F: 3 clusters Score -98657.77 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -99051.250000 Penalty: 668.662903
	Iteration 1F: 3 clusters Score -99051.25 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99141.242188 Penalty: 668.662903
	Iteration 2F: 3 clusters Score -99141.24 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -99212.859375 Penalty: 668.662903
	Iteration 3F: 3 clusters Score -99212.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -99279.359375 Penalty: 668.662903
	Iteration 4Q: 3 clusters Score -99279.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99331.460938 Penalty: 668.662903
	Iteration 5Q: 3 clusters Score -99331.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99361.757812 Penalty: 668.662903
	Iteration 6Q: 3 clusters Score -99361.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99377.093750 Penalty: 668.662903
	Iteration 7Q: 3 clusters Score -99377.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99383.273438 Penalty: 668.662903
	Iteration 8Q: 3 clusters Score -99383.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99388.007812 Penalty: 668.662903
	Iteration 9Q: 3 clusters Score -99388.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99393.484375 Penalty: 668.662903
	Iteration 10Q: 3 clusters Score -99393.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99401.343750 Penalty: 668.662903
	Iteration 11Q: 3 clusters Score -99401.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99407.546875 Penalty: 668.662903
	Iteration 12Q: 3 clusters Score -99407.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99415.164062 Penalty: 668.662903
	Iteration 13Q: 3 clusters Score -99415.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99417.335938 Penalty: 668.662903
	Iteration 14Q: 3 clusters Score -99417.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99419.562500 Penalty: 668.662903
	Iteration 15Q: 3 clusters Score -99419.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99421.570312 Penalty: 668.662903
	Iteration 16Q: 3 clusters Score -99421.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99425.218750 Penalty: 668.662903
	Iteration 17Q: 3 clusters Score -99425.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99429.218750 Penalty: 668.662903
	Iteration 18Q: 3 clusters Score -99429.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -99434.890625 Penalty: 668.662903
	Iteration 19Q: 3 clusters Score -99434.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99439.789062 Penalty: 668.662903
	Iteration 20F: 3 clusters Score -99439.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99445.140625 Penalty: 668.662903
	Iteration 21Q: 3 clusters Score -99445.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99448.328125 Penalty: 668.662903
	Iteration 22Q: 3 clusters Score -99448.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99449.234375 Penalty: 668.662903
	Iteration 23Q: 3 clusters Score -99449.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99450.578125 Penalty: 668.662903
	Iteration 24Q: 3 clusters Score -99450.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99452.195312 Penalty: 668.662903
	Iteration 25Q: 3 clusters Score -99452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99452.898438 Penalty: 668.662903
	Iteration 26Q: 3 clusters Score -99452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99452.867188 Penalty: 668.662903
	Iteration 27Q: 3 clusters Score -99452.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99452.867188 Penalty: 668.662903
	Iteration 28F: 3 clusters Score -99452.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -30404.857422 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -30404.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29896.457031 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -29896.46 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30049.947266 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -30049.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30104.333984 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -30104.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30162.000000 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -30162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30226.806641 Penalty: 571.003357
	Iteration 4F: 3 clusters Score -30226.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30263.630859 Penalty: 571.003357
	Iteration 5F: 3 clusters Score -30263.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30302.658203 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -30302.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30344.220703 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -30344.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30366.677734 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -30366.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30398.910156 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -30398.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30412.050781 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -30412.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30421.162109 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -30421.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30423.339844 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -30423.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30424.212891 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -30424.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30424.212891 Penalty: 571.003357
	Iteration 14F: 3 clusters Score -30424.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 155 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 113128 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 91455 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 19671 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 71407 members 
Mstep: Class 15 contains 92030 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102976 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 153173 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 376 members 
Entering Unmasked Estep 
Score: -53203780.000000 Penalty: 18087.750000
Splitting cluster 5 changes total score from -53203908.000000 to -53203780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -122402.765625 Penalty: 345.635834
	Iteration 0F: 2 clusters Score -122402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -120958.710938 Penalty: 691.271667
	Iteration 0F: 3 clusters Score -120958.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -121434.421875 Penalty: 691.271667
	Iteration 1F: 3 clusters Score -121434.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -121498.015625 Penalty: 691.271667
	Iteration 2F: 3 clusters Score -121498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -121555.273438 Penalty: 691.271667
	Iteration 3Q: 3 clusters Score -121555.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -121634.820312 Penalty: 691.271667
	Iteration 4Q: 3 clusters Score -121634.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -121718.335938 Penalty: 691.271667
	Iteration 5Q: 3 clusters Score -121718.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -121800.796875 Penalty: 691.271667
	Iteration 6Q: 3 clusters Score -121800.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -121877.265625 Penalty: 691.271667
	Iteration 7Q: 3 clusters Score -121877.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -121930.773438 Penalty: 691.271667
	Iteration 8Q: 3 clusters Score -121930.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -121983.085938 Penalty: 691.271667
	Iteration 9Q: 3 clusters Score -121983.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -122018.671875 Penalty: 691.271667
	Iteration 10Q: 3 clusters Score -122018.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -122041.171875 Penalty: 691.271667
	Iteration 11Q: 3 clusters Score -122041.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -122060.218750 Penalty: 691.271667
	Iteration 12Q: 3 clusters Score -122060.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -122071.304688 Penalty: 691.271667
	Iteration 13Q: 3 clusters Score -122071.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -122083.000000 Penalty: 691.271667
	Iteration 14Q: 3 clusters Score -122083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -122091.375000 Penalty: 691.271667
	Iteration 15Q: 3 clusters Score -122091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -122096.992188 Penalty: 691.271667
	Iteration 16Q: 3 clusters Score -122097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -122101.656250 Penalty: 691.271667
	Iteration 17Q: 3 clusters Score -122101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -122106.148438 Penalty: 691.271667
	Iteration 18Q: 3 clusters Score -122106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -122109.437500 Penalty: 691.271667
	Iteration 19Q: 3 clusters Score -122109.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -122113.351562 Penalty: 691.271667
	Iteration 20F: 3 clusters Score -122113.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -122116.265625 Penalty: 691.271667
	Iteration 21Q: 3 clusters Score -122116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -122117.929688 Penalty: 691.271667
	Iteration 22Q: 3 clusters Score -122117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -122119.250000 Penalty: 691.271667
	Iteration 23Q: 3 clusters Score -122119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -122119.570312 Penalty: 691.271667
	Iteration 24Q: 3 clusters Score -122119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -122119.835938 Penalty: 691.271667
	Iteration 25Q: 3 clusters Score -122119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -122120.476562 Penalty: 691.271667
	Iteration 26Q: 3 clusters Score -122120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -122120.476562 Penalty: 691.271667
	Iteration 27F: 3 clusters Score -122120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -857390.250000 Penalty: 432.315613
	Iteration 0F: 2 clusters Score -857390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -848482.687500 Penalty: 864.631226
	Iteration 0F: 3 clusters Score -848482.7 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -852187.187500 Penalty: 864.631226
	Iteration 1F: 3 clusters Score -852187.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -852525.000000 Penalty: 864.631226
	Iteration 2F: 3 clusters Score -852525 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -853066.625000 Penalty: 864.631226
	Iteration 3F: 3 clusters Score -853066.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -853812.937500 Penalty: 864.631226
	Iteration 4F: 3 clusters Score -853812.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -854645.437500 Penalty: 864.631226
	Iteration 5F: 3 clusters Score -854645.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -855217.687500 Penalty: 864.631226
	Iteration 6F: 3 clusters Score -855217.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -855520.625000 Penalty: 864.631226
	Iteration 7Q: 3 clusters Score -855520.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -855677.250000 Penalty: 864.631226
	Iteration 8Q: 3 clusters Score -855677.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -855796.937500 Penalty: 864.631226
	Iteration 9Q: 3 clusters Score -855796.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -855911.187500 Penalty: 864.631226
	Iteration 10Q: 3 clusters Score -855911.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -856010.625000 Penalty: 864.631226
	Iteration 11Q: 3 clusters Score -856010.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -856096.437500 Penalty: 864.631226
	Iteration 12Q: 3 clusters Score -856096.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -856169.187500 Penalty: 864.631226
	Iteration 13Q: 3 clusters Score -856169.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -856223.187500 Penalty: 864.631226
	Iteration 14Q: 3 clusters Score -856223.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -856276.125000 Penalty: 864.631226
	Iteration 15Q: 3 clusters Score -856276.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -856330.000000 Penalty: 864.631226
	Iteration 16Q: 3 clusters Score -856330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -856400.562500 Penalty: 864.631226
	Iteration 17Q: 3 clusters Score -856400.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -856458.437500 Penalty: 864.631226
	Iteration 18Q: 3 clusters Score -856458.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -856511.125000 Penalty: 864.631226
	Iteration 19Q: 3 clusters Score -856511.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -856550.562500 Penalty: 864.631226
	Iteration 20F: 3 clusters Score -856550.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -856576.250000 Penalty: 864.631226
	Iteration 21Q: 3 clusters Score -856576.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -856600.125000 Penalty: 864.631226
	Iteration 22Q: 3 clusters Score -856600.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -856621.687500 Penalty: 864.631226
	Iteration 23Q: 3 clusters Score -856621.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -856643.687500 Penalty: 864.631226
	Iteration 24Q: 3 clusters Score -856643.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -856667.875000 Penalty: 864.631226
	Iteration 25Q: 3 clusters Score -856667.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -856693.937500 Penalty: 864.631226
	Iteration 26Q: 3 clusters Score -856693.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -856718.687500 Penalty: 864.631226
	Iteration 27Q: 3 clusters Score -856718.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -856736.875000 Penalty: 864.631226
	Iteration 28Q: 3 clusters Score -856736.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -856754.875000 Penalty: 864.631226
	Iteration 29Q: 3 clusters Score -856754.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -856770.125000 Penalty: 864.631226
	Iteration 30Q: 3 clusters Score -856770.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -856788.812500 Penalty: 864.631226
	Iteration 31Q: 3 clusters Score -856788.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -856807.687500 Penalty: 864.631226
	Iteration 32Q: 3 clusters Score -856807.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -856820.875000 Penalty: 864.631226
	Iteration 33Q: 3 clusters Score -856820.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -856831.062500 Penalty: 864.631226
	Iteration 34Q: 3 clusters Score -856831.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -856838.437500 Penalty: 864.631226
	Iteration 35Q: 3 clusters Score -856838.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -856852.000000 Penalty: 864.631226
	Iteration 36Q: 3 clusters Score -856852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -856862.500000 Penalty: 864.631226
	Iteration 37Q: 3 clusters Score -856862.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -856875.250000 Penalty: 864.631226
	Iteration 38Q: 3 clusters Score -856875.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -856880.625000 Penalty: 864.631226
	Iteration 39Q: 3 clusters Score -856880.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -856889.062500 Penalty: 864.631226
	Iteration 40F: 3 clusters Score -856889.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -856893.875000 Penalty: 864.631226
	Iteration 41Q: 3 clusters Score -856893.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -856899.937500 Penalty: 864.631226
	Iteration 42Q: 3 clusters Score -856899.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -856907.125000 Penalty: 864.631226
	Iteration 43Q: 3 clusters Score -856907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -856914.250000 Penalty: 864.631226
	Iteration 44Q: 3 clusters Score -856914.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -856922.625000 Penalty: 864.631226
	Iteration 45Q: 3 clusters Score -856922.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -856932.437500 Penalty: 864.631226
	Iteration 46Q: 3 clusters Score -856932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -856935.687500 Penalty: 864.631226
	Iteration 47Q: 3 clusters Score -856935.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -856941.250000 Penalty: 864.631226
	Iteration 48Q: 3 clusters Score -856941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -856944.250000 Penalty: 864.631226
	Iteration 49Q: 3 clusters Score -856944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -856949.125000 Penalty: 864.631226
	Iteration 50Q: 3 clusters Score -856949.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -856955.125000 Penalty: 864.631226
	Iteration 51Q: 3 clusters Score -856955.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -856957.750000 Penalty: 864.631226
	Iteration 52Q: 3 clusters Score -856957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -856961.375000 Penalty: 864.631226
	Iteration 53Q: 3 clusters Score -856961.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -856968.125000 Penalty: 864.631226
	Iteration 54Q: 3 clusters Score -856968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -856971.187500 Penalty: 864.631226
	Iteration 55Q: 3 clusters Score -856971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -856975.687500 Penalty: 864.631226
	Iteration 56Q: 3 clusters Score -856975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -856978.437500 Penalty: 864.631226
	Iteration 57Q: 3 clusters Score -856978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -856981.500000 Penalty: 864.631226
	Iteration 58Q: 3 clusters Score -856981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -856983.437500 Penalty: 864.631226
	Iteration 59Q: 3 clusters Score -856983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -856984.437500 Penalty: 864.631226
	Iteration 60F: 3 clusters Score -856984.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -856986.375000 Penalty: 864.631226
	Iteration 61Q: 3 clusters Score -856986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -856987.875000 Penalty: 864.631226
	Iteration 62Q: 3 clusters Score -856987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -856989.750000 Penalty: 864.631226
	Iteration 63Q: 3 clusters Score -856989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -856992.812500 Penalty: 864.631226
	Iteration 64Q: 3 clusters Score -856992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -856997.562500 Penalty: 864.631226
	Iteration 65Q: 3 clusters Score -856997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -856999.375000 Penalty: 864.631226
	Iteration 66Q: 3 clusters Score -856999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -857001.500000 Penalty: 864.631226
	Iteration 67Q: 3 clusters Score -857001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -857002.000000 Penalty: 864.631226
	Iteration 68Q: 3 clusters Score -857002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -857004.750000 Penalty: 864.631226
	Iteration 69Q: 3 clusters Score -857004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -857005.562500 Penalty: 864.631226
	Iteration 70Q: 3 clusters Score -857005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -857006.500000 Penalty: 864.631226
	Iteration 71Q: 3 clusters Score -857006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -857006.500000 Penalty: 864.631226
	Iteration 72F: 3 clusters Score -857006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (113128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Entering Unmasked Estep 
Score: -6959109.500000 Penalty: 529.450500
	Iteration 0F: 2 clusters Score -6959110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -6887558.500000 Penalty: 1058.901001
	Iteration 0F: 3 clusters Score -6887558 nChanged 55145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -6922384.000000 Penalty: 1058.901001
	Iteration 1F: 3 clusters Score -6922384 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -6925159.500000 Penalty: 1058.901001
	Iteration 2Q: 3 clusters Score -6925160 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6929844.000000 Penalty: 1058.901001
	Iteration 3F: 3 clusters Score -6929844 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -6936709.000000 Penalty: 1058.901001
	Iteration 4F: 3 clusters Score -6936709 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -6944356.000000 Penalty: 1058.901001
	Iteration 5F: 3 clusters Score -6944356 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6949374.000000 Penalty: 1058.901001
	Iteration 6F: 3 clusters Score -6949374 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -6951154.000000 Penalty: 1058.901001
	Iteration 7Q: 3 clusters Score -6951154 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -6951938.500000 Penalty: 1058.901001
	Iteration 8Q: 3 clusters Score -6951938 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -6952515.000000 Penalty: 1058.901001
	Iteration 9Q: 3 clusters Score -6952515 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6953131.500000 Penalty: 1058.901001
	Iteration 10Q: 3 clusters Score -6953132 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -6953689.000000 Penalty: 1058.901001
	Iteration 11Q: 3 clusters Score -6953689 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -6954209.000000 Penalty: 1058.901001
	Iteration 12Q: 3 clusters Score -6954209 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -6954600.500000 Penalty: 1058.901001
	Iteration 13Q: 3 clusters Score -6954600 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -6954982.000000 Penalty: 1058.901001
	Iteration 14Q: 3 clusters Score -6954982 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -6955365.000000 Penalty: 1058.901001
	Iteration 15Q: 3 clusters Score -6955365 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -6955658.000000 Penalty: 1058.901001
	Iteration 16Q: 3 clusters Score -6955658 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6955922.000000 Penalty: 1058.901001
	Iteration 17Q: 3 clusters Score -6955922 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -6956198.000000 Penalty: 1058.901001
	Iteration 18Q: 3 clusters Score -6956198 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -6956472.000000 Penalty: 1058.901001
	Iteration 19Q: 3 clusters Score -6956472 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6956663.500000 Penalty: 1058.901001
	Iteration 20F: 3 clusters Score -6956664 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -6956815.000000 Penalty: 1058.901001
	Iteration 21Q: 3 clusters Score -6956815 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -6956932.500000 Penalty: 1058.901001
	Iteration 22Q: 3 clusters Score -6956932 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -6957135.000000 Penalty: 1058.901001
	Iteration 23Q: 3 clusters Score -6957135 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6957259.000000 Penalty: 1058.901001
	Iteration 24Q: 3 clusters Score -6957259 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -6957326.000000 Penalty: 1058.901001
	Iteration 25Q: 3 clusters Score -6957326 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -6957321.500000 Penalty: 1058.901001
	Iteration 26Q: 3 clusters Score -6957322 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6957366.000000 Penalty: 1058.901001
	Iteration 27Q: 3 clusters Score -6957366 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -6957379.000000 Penalty: 1058.901001
	Iteration 28Q: 3 clusters Score -6957379 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -6957422.000000 Penalty: 1058.901001
	Iteration 29Q: 3 clusters Score -6957422 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -6957429.500000 Penalty: 1058.901001
	Iteration 30Q: 3 clusters Score -6957430 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -6957431.500000 Penalty: 1058.901001
	Iteration 31Q: 3 clusters Score -6957432 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -6957446.500000 Penalty: 1058.901001
	Iteration 32Q: 3 clusters Score -6957446 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6957473.500000 Penalty: 1058.901001
	Iteration 33Q: 3 clusters Score -6957474 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -6957535.000000 Penalty: 1058.901001
	Iteration 34Q: 3 clusters Score -6957535 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6957618.000000 Penalty: 1058.901001
	Iteration 35Q: 3 clusters Score -6957618 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -6957746.500000 Penalty: 1058.901001
	Iteration 36Q: 3 clusters Score -6957746 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -6957886.500000 Penalty: 1058.901001
	Iteration 37Q: 3 clusters Score -6957886 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -6958044.000000 Penalty: 1058.901001
	Iteration 38Q: 3 clusters Score -6958044 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106459 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -6958158.500000 Penalty: 1058.901001
	Iteration 39Q: 3 clusters Score -6958158 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -6958289.500000 Penalty: 1058.901001
	Iteration 40F: 3 clusters Score -6958290 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6958339.500000 Penalty: 1058.901001
	Iteration 41Q: 3 clusters Score -6958340 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -6958455.000000 Penalty: 1058.901001
	Iteration 42Q: 3 clusters Score -6958455 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -6958566.000000 Penalty: 1058.901001
	Iteration 43Q: 3 clusters Score -6958566 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6958624.000000 Penalty: 1058.901001
	Iteration 44Q: 3 clusters Score -6958624 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109381 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6958664.500000 Penalty: 1058.901001
	Iteration 45Q: 3 clusters Score -6958664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6958737.000000 Penalty: 1058.901001
	Iteration 46Q: 3 clusters Score -6958737 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6958775.000000 Penalty: 1058.901001
	Iteration 47Q: 3 clusters Score -6958775 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6958801.000000 Penalty: 1058.901001
	Iteration 48Q: 3 clusters Score -6958801 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6958843.500000 Penalty: 1058.901001
	Iteration 49Q: 3 clusters Score -6958844 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6958894.000000 Penalty: 1058.901001
	Iteration 50Q: 3 clusters Score -6958894 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6958927.500000 Penalty: 1058.901001
	Iteration 51Q: 3 clusters Score -6958928 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111126 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6958981.500000 Penalty: 1058.901001
	Iteration 52Q: 3 clusters Score -6958982 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6959020.500000 Penalty: 1058.901001
	Iteration 53Q: 3 clusters Score -6959020 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6959043.000000 Penalty: 1058.901001
	Iteration 54Q: 3 clusters Score -6959043 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111546 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6959039.500000 Penalty: 1058.901001
	Iteration 55Q: 3 clusters Score -6959040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111656 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6959063.000000 Penalty: 1058.901001
	Iteration 56Q: 3 clusters Score -6959063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111748 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6959066.000000 Penalty: 1058.901001
	Iteration 57Q: 3 clusters Score -6959066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6959065.000000 Penalty: 1058.901001
	Iteration 58Q: 3 clusters Score -6959065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6959087.000000 Penalty: 1058.901001
	Iteration 59Q: 3 clusters Score -6959087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6959087.000000 Penalty: 1058.901001
	Iteration 60F: 3 clusters Score -6959087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6959093.500000 Penalty: 1058.901001
	Iteration 61Q: 3 clusters Score -6959094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6959092.500000 Penalty: 1058.901001
	Iteration 62Q: 3 clusters Score -6959092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6959116.000000 Penalty: 1058.901001
	Iteration 63Q: 3 clusters Score -6959116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6959112.500000 Penalty: 1058.901001
	Iteration 64Q: 3 clusters Score -6959112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6959121.500000 Penalty: 1058.901001
	Iteration 65Q: 3 clusters Score -6959122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112144 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6959136.500000 Penalty: 1058.901001
	Iteration 66Q: 3 clusters Score -6959136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6959134.500000 Penalty: 1058.901001
	Iteration 67Q: 3 clusters Score -6959134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112175 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6959122.500000 Penalty: 1058.901001
	Iteration 68Q: 3 clusters Score -6959122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6959135.500000 Penalty: 1058.901001
	Iteration 69Q: 3 clusters Score -6959136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6959134.500000 Penalty: 1058.901001
	Iteration 70Q: 3 clusters Score -6959134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6959144.500000 Penalty: 1058.901001
	Iteration 71Q: 3 clusters Score -6959144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6959149.500000 Penalty: 1058.901001
	Iteration 72Q: 3 clusters Score -6959150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6959149.500000 Penalty: 1058.901001
	Iteration 73Q: 3 clusters Score -6959150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6959153.000000 Penalty: 1058.901001
	Iteration 74Q: 3 clusters Score -6959153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112253 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6959148.500000 Penalty: 1058.901001
	Iteration 75Q: 3 clusters Score -6959148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6959159.500000 Penalty: 1058.901001
	Iteration 76Q: 3 clusters Score -6959160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112271 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6959159.000000 Penalty: 1058.901001
	Iteration 77Q: 3 clusters Score -6959159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112285 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6959151.000000 Penalty: 1058.901001
	Iteration 78Q: 3 clusters Score -6959151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6959147.500000 Penalty: 1058.901001
	Iteration 79Q: 3 clusters Score -6959148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6959145.500000 Penalty: 1058.901001
	Iteration 80F: 3 clusters Score -6959146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6959139.000000 Penalty: 1058.901001
	Iteration 81Q: 3 clusters Score -6959139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112311 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6959140.500000 Penalty: 1058.901001
	Iteration 82Q: 3 clusters Score -6959140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6959150.500000 Penalty: 1058.901001
	Iteration 83Q: 3 clusters Score -6959150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112314 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6959145.000000 Penalty: 1058.901001
	Iteration 84Q: 3 clusters Score -6959145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112316 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6959147.000000 Penalty: 1058.901001
	Iteration 85Q: 3 clusters Score -6959147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6959145.000000 Penalty: 1058.901001
	Iteration 86Q: 3 clusters Score -6959145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6959143.500000 Penalty: 1058.901001
	Iteration 87Q: 3 clusters Score -6959144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6959148.500000 Penalty: 1058.901001
	Iteration 88Q: 3 clusters Score -6959148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6959148.500000 Penalty: 1058.901001
	Iteration 89F: 3 clusters Score -6959148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 112321 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 91455 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 19671 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 71407 members 
Mstep: Class 15 contains 92030 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102976 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 153173 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 807 members 
Entering Unmasked Estep 
Score: -53204020.000000 Penalty: 18087.750000
Splitting cluster 8 changes total score from -53203908.000000 to -53204020.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (44612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Entering Unmasked Estep 
Score: -2830480.250000 Penalty: 487.112000
	Iteration 0F: 2 clusters Score -2830480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2800658.000000 Penalty: 974.223999
	Iteration 0F: 3 clusters Score -2800658 nChanged 21509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2812930.000000 Penalty: 974.223999
	Iteration 1F: 3 clusters Score -2812930 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2813322.500000 Penalty: 974.223999
	Iteration 2Q: 3 clusters Score -2813322 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2813906.500000 Penalty: 974.223999
	Iteration 3Q: 3 clusters Score -2813906 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2814802.250000 Penalty: 974.223999
	Iteration 4Q: 3 clusters Score -2814802 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2816318.250000 Penalty: 974.223999
	Iteration 5F: 3 clusters Score -2816318 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2818702.000000 Penalty: 974.223999
	Iteration 6F: 3 clusters Score -2818702 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2821752.250000 Penalty: 974.223999
	Iteration 7F: 3 clusters Score -2821752 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2824243.000000 Penalty: 974.223999
	Iteration 8F: 3 clusters Score -2824243 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2825222.500000 Penalty: 974.223999
	Iteration 9Q: 3 clusters Score -2825222 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2825522.250000 Penalty: 974.223999
	Iteration 10Q: 3 clusters Score -2825522 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2825674.000000 Penalty: 974.223999
	Iteration 11Q: 3 clusters Score -2825674 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2825781.500000 Penalty: 974.223999
	Iteration 12Q: 3 clusters Score -2825782 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2825892.750000 Penalty: 974.223999
	Iteration 13Q: 3 clusters Score -2825893 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2825993.250000 Penalty: 974.223999
	Iteration 14Q: 3 clusters Score -2825993 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2826080.500000 Penalty: 974.223999
	Iteration 15Q: 3 clusters Score -2826080 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2826167.250000 Penalty: 974.223999
	Iteration 16Q: 3 clusters Score -2826167 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2826233.500000 Penalty: 974.223999
	Iteration 17Q: 3 clusters Score -2826234 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2826321.500000 Penalty: 974.223999
	Iteration 18Q: 3 clusters Score -2826322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2826399.250000 Penalty: 974.223999
	Iteration 19Q: 3 clusters Score -2826399 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2826481.750000 Penalty: 974.223999
	Iteration 20F: 3 clusters Score -2826482 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2826538.750000 Penalty: 974.223999
	Iteration 21Q: 3 clusters Score -2826539 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2826579.500000 Penalty: 974.223999
	Iteration 22Q: 3 clusters Score -2826580 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2826641.500000 Penalty: 974.223999
	Iteration 23Q: 3 clusters Score -2826642 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2826675.000000 Penalty: 974.223999
	Iteration 24Q: 3 clusters Score -2826675 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2826707.000000 Penalty: 974.223999
	Iteration 25Q: 3 clusters Score -2826707 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2826737.750000 Penalty: 974.223999
	Iteration 26Q: 3 clusters Score -2826738 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2826754.500000 Penalty: 974.223999
	Iteration 27Q: 3 clusters Score -2826754 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2826782.500000 Penalty: 974.223999
	Iteration 28Q: 3 clusters Score -2826782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2826809.500000 Penalty: 974.223999
	Iteration 29Q: 3 clusters Score -2826810 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2826830.250000 Penalty: 974.223999
	Iteration 30Q: 3 clusters Score -2826830 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2826858.750000 Penalty: 974.223999
	Iteration 31Q: 3 clusters Score -2826859 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2826867.000000 Penalty: 974.223999
	Iteration 32Q: 3 clusters Score -2826867 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2826871.000000 Penalty: 974.223999
	Iteration 33Q: 3 clusters Score -2826871 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2826898.250000 Penalty: 974.223999
	Iteration 34Q: 3 clusters Score -2826898 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2826912.250000 Penalty: 974.223999
	Iteration 35Q: 3 clusters Score -2826912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2826927.250000 Penalty: 974.223999
	Iteration 36Q: 3 clusters Score -2826927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2826934.000000 Penalty: 974.223999
	Iteration 37Q: 3 clusters Score -2826934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2826942.000000 Penalty: 974.223999
	Iteration 38Q: 3 clusters Score -2826942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2826946.500000 Penalty: 974.223999
	Iteration 39Q: 3 clusters Score -2826946 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2826957.500000 Penalty: 974.223999
	Iteration 40F: 3 clusters Score -2826958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2826974.750000 Penalty: 974.223999
	Iteration 41Q: 3 clusters Score -2826975 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2826991.500000 Penalty: 974.223999
	Iteration 42Q: 3 clusters Score -2826992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2826993.750000 Penalty: 974.223999
	Iteration 43Q: 3 clusters Score -2826994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2826996.500000 Penalty: 974.223999
	Iteration 44Q: 3 clusters Score -2826996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2827005.750000 Penalty: 974.223999
	Iteration 45Q: 3 clusters Score -2827006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2827001.000000 Penalty: 974.223999
	Iteration 46Q: 3 clusters Score -2827001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2826995.250000 Penalty: 974.223999
	Iteration 47Q: 3 clusters Score -2826995 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2827003.500000 Penalty: 974.223999
	Iteration 48Q: 3 clusters Score -2827004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2826994.250000 Penalty: 974.223999
	Iteration 49Q: 3 clusters Score -2826994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2827008.000000 Penalty: 974.223999
	Iteration 50Q: 3 clusters Score -2827008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2827003.250000 Penalty: 974.223999
	Iteration 51Q: 3 clusters Score -2827003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2827008.000000 Penalty: 974.223999
	Iteration 52Q: 3 clusters Score -2827008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2827011.750000 Penalty: 974.223999
	Iteration 53Q: 3 clusters Score -2827012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2827010.750000 Penalty: 974.223999
	Iteration 54Q: 3 clusters Score -2827011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2827010.750000 Penalty: 974.223999
	Iteration 55Q: 3 clusters Score -2827011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2827009.500000 Penalty: 974.223999
	Iteration 56Q: 3 clusters Score -2827010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2827015.750000 Penalty: 974.223999
	Iteration 57Q: 3 clusters Score -2827016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2827023.250000 Penalty: 974.223999
	Iteration 58Q: 3 clusters Score -2827023 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2827028.500000 Penalty: 974.223999
	Iteration 59Q: 3 clusters Score -2827028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2827036.500000 Penalty: 974.223999
	Iteration 60F: 3 clusters Score -2827036 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2827042.000000 Penalty: 974.223999
	Iteration 61Q: 3 clusters Score -2827042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2827048.500000 Penalty: 974.223999
	Iteration 62Q: 3 clusters Score -2827048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2827043.750000 Penalty: 974.223999
	Iteration 63Q: 3 clusters Score -2827044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2827052.750000 Penalty: 974.223999
	Iteration 64Q: 3 clusters Score -2827053 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2827062.500000 Penalty: 974.223999
	Iteration 65Q: 3 clusters Score -2827062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2827060.000000 Penalty: 974.223999
	Iteration 66Q: 3 clusters Score -2827060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2827071.750000 Penalty: 974.223999
	Iteration 67Q: 3 clusters Score -2827072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2827081.750000 Penalty: 974.223999
	Iteration 68Q: 3 clusters Score -2827082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2827100.000000 Penalty: 974.223999
	Iteration 69Q: 3 clusters Score -2827100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2827107.500000 Penalty: 974.223999
	Iteration 70Q: 3 clusters Score -2827108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2827117.500000 Penalty: 974.223999
	Iteration 71Q: 3 clusters Score -2827118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2827109.500000 Penalty: 974.223999
	Iteration 72Q: 3 clusters Score -2827110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2827122.250000 Penalty: 974.223999
	Iteration 73Q: 3 clusters Score -2827122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2827120.500000 Penalty: 974.223999
	Iteration 74Q: 3 clusters Score -2827120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2827116.250000 Penalty: 974.223999
	Iteration 75Q: 3 clusters Score -2827116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2827110.000000 Penalty: 974.223999
	Iteration 76Q: 3 clusters Score -2827110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2827122.750000 Penalty: 974.223999
	Iteration 77Q: 3 clusters Score -2827123 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2827139.500000 Penalty: 974.223999
	Iteration 78Q: 3 clusters Score -2827140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2827129.500000 Penalty: 974.223999
	Iteration 79Q: 3 clusters Score -2827130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2827135.000000 Penalty: 974.223999
	Iteration 80F: 3 clusters Score -2827135 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2827138.750000 Penalty: 974.223999
	Iteration 81Q: 3 clusters Score -2827139 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2827151.250000 Penalty: 974.223999
	Iteration 82Q: 3 clusters Score -2827151 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2827161.250000 Penalty: 974.223999
	Iteration 83Q: 3 clusters Score -2827161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2827163.250000 Penalty: 974.223999
	Iteration 84Q: 3 clusters Score -2827163 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2827170.500000 Penalty: 974.223999
	Iteration 85Q: 3 clusters Score -2827170 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2827162.250000 Penalty: 974.223999
	Iteration 86Q: 3 clusters Score -2827162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2827176.000000 Penalty: 974.223999
	Iteration 87Q: 3 clusters Score -2827176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2827198.500000 Penalty: 974.223999
	Iteration 88Q: 3 clusters Score -2827198 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2827227.000000 Penalty: 974.223999
	Iteration 89Q: 3 clusters Score -2827227 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2827247.250000 Penalty: 974.223999
	Iteration 90Q: 3 clusters Score -2827247 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2827275.500000 Penalty: 974.223999
	Iteration 91Q: 3 clusters Score -2827276 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2827295.250000 Penalty: 974.223999
	Iteration 92Q: 3 clusters Score -2827295 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2827313.000000 Penalty: 974.223999
	Iteration 93Q: 3 clusters Score -2827313 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2827332.000000 Penalty: 974.223999
	Iteration 94Q: 3 clusters Score -2827332 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2827348.000000 Penalty: 974.223999
	Iteration 95Q: 3 clusters Score -2827348 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2827374.500000 Penalty: 974.223999
	Iteration 96Q: 3 clusters Score -2827374 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2827415.750000 Penalty: 974.223999
	Iteration 97Q: 3 clusters Score -2827416 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2827459.000000 Penalty: 974.223999
	Iteration 98Q: 3 clusters Score -2827459 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2827477.750000 Penalty: 974.223999
	Iteration 99Q: 3 clusters Score -2827478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2827513.000000 Penalty: 974.223999
	Iteration 100F: 3 clusters Score -2827513 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2827532.250000 Penalty: 974.223999
	Iteration 101Q: 3 clusters Score -2827532 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2827559.500000 Penalty: 974.223999
	Iteration 102Q: 3 clusters Score -2827560 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2827583.500000 Penalty: 974.223999
	Iteration 103Q: 3 clusters Score -2827584 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2827613.750000 Penalty: 974.223999
	Iteration 104Q: 3 clusters Score -2827614 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2827651.500000 Penalty: 974.223999
	Iteration 105Q: 3 clusters Score -2827652 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2827694.250000 Penalty: 974.223999
	Iteration 106Q: 3 clusters Score -2827694 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2827726.750000 Penalty: 974.223999
	Iteration 107Q: 3 clusters Score -2827727 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2827775.750000 Penalty: 974.223999
	Iteration 108Q: 3 clusters Score -2827776 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2827804.000000 Penalty: 974.223999
	Iteration 109Q: 3 clusters Score -2827804 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2827818.500000 Penalty: 974.223999
	Iteration 110Q: 3 clusters Score -2827818 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2827860.750000 Penalty: 974.223999
	Iteration 111Q: 3 clusters Score -2827861 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2827886.250000 Penalty: 974.223999
	Iteration 112Q: 3 clusters Score -2827886 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2827921.000000 Penalty: 974.223999
	Iteration 113Q: 3 clusters Score -2827921 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2827948.000000 Penalty: 974.223999
	Iteration 114Q: 3 clusters Score -2827948 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2827978.250000 Penalty: 974.223999
	Iteration 115Q: 3 clusters Score -2827978 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2828018.250000 Penalty: 974.223999
	Iteration 116Q: 3 clusters Score -2828018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2828022.250000 Penalty: 974.223999
	Iteration 117Q: 3 clusters Score -2828022 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2828062.000000 Penalty: 974.223999
	Iteration 118Q: 3 clusters Score -2828062 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2828101.500000 Penalty: 974.223999
	Iteration 119Q: 3 clusters Score -2828102 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2828153.000000 Penalty: 974.223999
	Iteration 120F: 3 clusters Score -2828153 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2828179.250000 Penalty: 974.223999
	Iteration 121Q: 3 clusters Score -2828179 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2828226.250000 Penalty: 974.223999
	Iteration 122Q: 3 clusters Score -2828226 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2828278.750000 Penalty: 974.223999
	Iteration 123Q: 3 clusters Score -2828279 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2828334.000000 Penalty: 974.223999
	Iteration 124Q: 3 clusters Score -2828334 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2828391.500000 Penalty: 974.223999
	Iteration 125Q: 3 clusters Score -2828392 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2828449.500000 Penalty: 974.223999
	Iteration 126Q: 3 clusters Score -2828450 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2828498.750000 Penalty: 974.223999
	Iteration 127Q: 3 clusters Score -2828499 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2828551.750000 Penalty: 974.223999
	Iteration 128Q: 3 clusters Score -2828552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2828617.000000 Penalty: 974.223999
	Iteration 129Q: 3 clusters Score -2828617 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2828689.500000 Penalty: 974.223999
	Iteration 130Q: 3 clusters Score -2828690 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2828769.500000 Penalty: 974.223999
	Iteration 131Q: 3 clusters Score -2828770 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2828846.250000 Penalty: 974.223999
	Iteration 132Q: 3 clusters Score -2828846 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2828915.250000 Penalty: 974.223999
	Iteration 133Q: 3 clusters Score -2828915 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2828982.750000 Penalty: 974.223999
	Iteration 134Q: 3 clusters Score -2828983 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2829046.000000 Penalty: 974.223999
	Iteration 135Q: 3 clusters Score -2829046 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2829112.500000 Penalty: 974.223999
	Iteration 136Q: 3 clusters Score -2829112 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2829179.750000 Penalty: 974.223999
	Iteration 137Q: 3 clusters Score -2829180 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2829243.500000 Penalty: 974.223999
	Iteration 138Q: 3 clusters Score -2829244 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2829304.750000 Penalty: 974.223999
	Iteration 139Q: 3 clusters Score -2829305 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2829375.750000 Penalty: 974.223999
	Iteration 140F: 3 clusters Score -2829376 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2829434.250000 Penalty: 974.223999
	Iteration 141Q: 3 clusters Score -2829434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2829497.250000 Penalty: 974.223999
	Iteration 142Q: 3 clusters Score -2829497 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2829570.500000 Penalty: 974.223999
	Iteration 143Q: 3 clusters Score -2829570 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2829636.000000 Penalty: 974.223999
	Iteration 144Q: 3 clusters Score -2829636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2829712.000000 Penalty: 974.223999
	Iteration 145Q: 3 clusters Score -2829712 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2829764.500000 Penalty: 974.223999
	Iteration 146Q: 3 clusters Score -2829764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2829830.250000 Penalty: 974.223999
	Iteration 147Q: 3 clusters Score -2829830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2829879.250000 Penalty: 974.223999
	Iteration 148Q: 3 clusters Score -2829879 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2829919.000000 Penalty: 974.223999
	Iteration 149Q: 3 clusters Score -2829919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2829944.250000 Penalty: 974.223999
	Iteration 150Q: 3 clusters Score -2829944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2829980.000000 Penalty: 974.223999
	Iteration 151Q: 3 clusters Score -2829980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2830004.250000 Penalty: 974.223999
	Iteration 152Q: 3 clusters Score -2830004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2830027.750000 Penalty: 974.223999
	Iteration 153Q: 3 clusters Score -2830028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2830041.250000 Penalty: 974.223999
	Iteration 154Q: 3 clusters Score -2830041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2830059.000000 Penalty: 974.223999
	Iteration 155Q: 3 clusters Score -2830059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2830077.500000 Penalty: 974.223999
	Iteration 156Q: 3 clusters Score -2830078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2830090.000000 Penalty: 974.223999
	Iteration 157Q: 3 clusters Score -2830090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2830093.750000 Penalty: 974.223999
	Iteration 158Q: 3 clusters Score -2830094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2830106.250000 Penalty: 974.223999
	Iteration 159Q: 3 clusters Score -2830106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2830122.750000 Penalty: 974.223999
	Iteration 160F: 3 clusters Score -2830123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2830128.000000 Penalty: 974.223999
	Iteration 161Q: 3 clusters Score -2830128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2830128.500000 Penalty: 974.223999
	Iteration 162Q: 3 clusters Score -2830128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2830130.500000 Penalty: 974.223999
	Iteration 163Q: 3 clusters Score -2830130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2830140.500000 Penalty: 974.223999
	Iteration 164Q: 3 clusters Score -2830140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2830141.000000 Penalty: 974.223999
	Iteration 165Q: 3 clusters Score -2830141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2830151.500000 Penalty: 974.223999
	Iteration 166Q: 3 clusters Score -2830152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2830156.000000 Penalty: 974.223999
	Iteration 167Q: 3 clusters Score -2830156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2830160.000000 Penalty: 974.223999
	Iteration 168Q: 3 clusters Score -2830160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2830162.250000 Penalty: 974.223999
	Iteration 169Q: 3 clusters Score -2830162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2830165.250000 Penalty: 974.223999
	Iteration 170Q: 3 clusters Score -2830165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2830163.500000 Penalty: 974.223999
	Iteration 171Q: 3 clusters Score -2830164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2830165.000000 Penalty: 974.223999
	Iteration 172Q: 3 clusters Score -2830165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2830164.000000 Penalty: 974.223999
	Iteration 173Q: 3 clusters Score -2830164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2830161.750000 Penalty: 974.223999
	Iteration 174Q: 3 clusters Score -2830162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2830163.250000 Penalty: 974.223999
	Iteration 175Q: 3 clusters Score -2830163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2830162.250000 Penalty: 974.223999
	Iteration 176Q: 3 clusters Score -2830162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2830166.500000 Penalty: 974.223999
	Iteration 177Q: 3 clusters Score -2830166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2830165.750000 Penalty: 974.223999
	Iteration 178Q: 3 clusters Score -2830166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2830167.250000 Penalty: 974.223999
	Iteration 179Q: 3 clusters Score -2830167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2830167.500000 Penalty: 974.223999
	Iteration 180F: 3 clusters Score -2830168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2830167.250000 Penalty: 974.223999
	Iteration 181Q: 3 clusters Score -2830167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2830163.000000 Penalty: 974.223999
	Iteration 182Q: 3 clusters Score -2830163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2830165.000000 Penalty: 974.223999
	Iteration 183Q: 3 clusters Score -2830165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2830165.000000 Penalty: 974.223999
	Iteration 184F: 3 clusters Score -2830165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Entering Unmasked Estep 
Score: -5646057.500000 Penalty: 519.773926
	Iteration 0F: 2 clusters Score -5646058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5587238.000000 Penalty: 1039.547852
	Iteration 0F: 3 clusters Score -5587238 nChanged 44571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -5616218.500000 Penalty: 1039.547852
	Iteration 1F: 3 clusters Score -5616218 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -5618820.500000 Penalty: 1039.547852
	Iteration 2Q: 3 clusters Score -5618820 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5622961.000000 Penalty: 1039.547852
	Iteration 3F: 3 clusters Score -5622961 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -5628964.500000 Penalty: 1039.547852
	Iteration 4F: 3 clusters Score -5628964 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -5634872.500000 Penalty: 1039.547852
	Iteration 5F: 3 clusters Score -5634872 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5637423.000000 Penalty: 1039.547852
	Iteration 6F: 3 clusters Score -5637423 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5638322.000000 Penalty: 1039.547852
	Iteration 7Q: 3 clusters Score -5638322 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -5638790.500000 Penalty: 1039.547852
	Iteration 8Q: 3 clusters Score -5638790 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -5639264.500000 Penalty: 1039.547852
	Iteration 9Q: 3 clusters Score -5639264 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -5639714.000000 Penalty: 1039.547852
	Iteration 10Q: 3 clusters Score -5639714 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -5640057.000000 Penalty: 1039.547852
	Iteration 11Q: 3 clusters Score -5640057 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -5640380.000000 Penalty: 1039.547852
	Iteration 12Q: 3 clusters Score -5640380 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -5640768.500000 Penalty: 1039.547852
	Iteration 13Q: 3 clusters Score -5640768 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -5641129.000000 Penalty: 1039.547852
	Iteration 14Q: 3 clusters Score -5641129 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -5641420.000000 Penalty: 1039.547852
	Iteration 15Q: 3 clusters Score -5641420 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -5641635.000000 Penalty: 1039.547852
	Iteration 16Q: 3 clusters Score -5641635 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -5641812.500000 Penalty: 1039.547852
	Iteration 17Q: 3 clusters Score -5641812 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5642010.500000 Penalty: 1039.547852
	Iteration 18Q: 3 clusters Score -5642010 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -5642135.500000 Penalty: 1039.547852
	Iteration 19Q: 3 clusters Score -5642136 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -5642238.000000 Penalty: 1039.547852
	Iteration 20F: 3 clusters Score -5642238 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5642326.000000 Penalty: 1039.547852
	Iteration 21Q: 3 clusters Score -5642326 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -5642356.000000 Penalty: 1039.547852
	Iteration 22Q: 3 clusters Score -5642356 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5642352.000000 Penalty: 1039.547852
	Iteration 23Q: 3 clusters Score -5642352 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -5642377.500000 Penalty: 1039.547852
	Iteration 24Q: 3 clusters Score -5642378 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -5642386.500000 Penalty: 1039.547852
	Iteration 25Q: 3 clusters Score -5642386 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -5642416.000000 Penalty: 1039.547852
	Iteration 26Q: 3 clusters Score -5642416 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -5642432.000000 Penalty: 1039.547852
	Iteration 27Q: 3 clusters Score -5642432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -5642429.500000 Penalty: 1039.547852
	Iteration 28Q: 3 clusters Score -5642430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -5642428.500000 Penalty: 1039.547852
	Iteration 29Q: 3 clusters Score -5642428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -5642422.000000 Penalty: 1039.547852
	Iteration 30Q: 3 clusters Score -5642422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -5642432.500000 Penalty: 1039.547852
	Iteration 31Q: 3 clusters Score -5642432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -5642442.500000 Penalty: 1039.547852
	Iteration 32Q: 3 clusters Score -5642442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5642454.000000 Penalty: 1039.547852
	Iteration 33Q: 3 clusters Score -5642454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -5642452.000000 Penalty: 1039.547852
	Iteration 34Q: 3 clusters Score -5642452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5642441.000000 Penalty: 1039.547852
	Iteration 35Q: 3 clusters Score -5642441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -5642450.000000 Penalty: 1039.547852
	Iteration 36Q: 3 clusters Score -5642450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -5642449.000000 Penalty: 1039.547852
	Iteration 37Q: 3 clusters Score -5642449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -5642446.500000 Penalty: 1039.547852
	Iteration 38Q: 3 clusters Score -5642446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5642453.000000 Penalty: 1039.547852
	Iteration 39Q: 3 clusters Score -5642453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -5642451.000000 Penalty: 1039.547852
	Iteration 40F: 3 clusters Score -5642451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -5642451.500000 Penalty: 1039.547852
	Iteration 41Q: 3 clusters Score -5642452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -5642447.000000 Penalty: 1039.547852
	Iteration 42Q: 3 clusters Score -5642447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -5642439.500000 Penalty: 1039.547852
	Iteration 43Q: 3 clusters Score -5642440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -5642437.000000 Penalty: 1039.547852
	Iteration 44Q: 3 clusters Score -5642437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -5642445.500000 Penalty: 1039.547852
	Iteration 45Q: 3 clusters Score -5642446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -5642447.500000 Penalty: 1039.547852
	Iteration 46Q: 3 clusters Score -5642448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -5642446.000000 Penalty: 1039.547852
	Iteration 47Q: 3 clusters Score -5642446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -5642448.000000 Penalty: 1039.547852
	Iteration 48Q: 3 clusters Score -5642448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -5642449.000000 Penalty: 1039.547852
	Iteration 49Q: 3 clusters Score -5642449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -5642446.500000 Penalty: 1039.547852
	Iteration 50Q: 3 clusters Score -5642446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -5642449.500000 Penalty: 1039.547852
	Iteration 51Q: 3 clusters Score -5642450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -5642439.500000 Penalty: 1039.547852
	Iteration 52Q: 3 clusters Score -5642440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -5642442.500000 Penalty: 1039.547852
	Iteration 53Q: 3 clusters Score -5642442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -5642446.500000 Penalty: 1039.547852
	Iteration 54Q: 3 clusters Score -5642446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -5642444.000000 Penalty: 1039.547852
	Iteration 55Q: 3 clusters Score -5642444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -5642444.500000 Penalty: 1039.547852
	Iteration 56Q: 3 clusters Score -5642444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -5642450.500000 Penalty: 1039.547852
	Iteration 57Q: 3 clusters Score -5642450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -5642448.000000 Penalty: 1039.547852
	Iteration 58Q: 3 clusters Score -5642448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -5642447.000000 Penalty: 1039.547852
	Iteration 59Q: 3 clusters Score -5642447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -5642452.500000 Penalty: 1039.547852
	Iteration 60F: 3 clusters Score -5642452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -5642453.000000 Penalty: 1039.547852
	Iteration 61Q: 3 clusters Score -5642453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -5642448.000000 Penalty: 1039.547852
	Iteration 62Q: 3 clusters Score -5642448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -5642455.000000 Penalty: 1039.547852
	Iteration 63Q: 3 clusters Score -5642455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -5642454.500000 Penalty: 1039.547852
	Iteration 64Q: 3 clusters Score -5642454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -5642450.000000 Penalty: 1039.547852
	Iteration 65Q: 3 clusters Score -5642450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -5642448.500000 Penalty: 1039.547852
	Iteration 66Q: 3 clusters Score -5642448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -5642444.500000 Penalty: 1039.547852
	Iteration 67Q: 3 clusters Score -5642444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5642445.500000 Penalty: 1039.547852
	Iteration 68Q: 3 clusters Score -5642446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -5642444.000000 Penalty: 1039.547852
	Iteration 69Q: 3 clusters Score -5642444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -5642448.000000 Penalty: 1039.547852
	Iteration 70Q: 3 clusters Score -5642448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -5642448.000000 Penalty: 1039.547852
	Iteration 71Q: 3 clusters Score -5642448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -5642450.500000 Penalty: 1039.547852
	Iteration 72Q: 3 clusters Score -5642450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5642450.500000 Penalty: 1039.547852
	Iteration 73Q: 3 clusters Score -5642450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -5642451.500000 Penalty: 1039.547852
	Iteration 74Q: 3 clusters Score -5642452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -5642450.000000 Penalty: 1039.547852
	Iteration 75Q: 3 clusters Score -5642450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -5642450.000000 Penalty: 1039.547852
	Iteration 76Q: 3 clusters Score -5642450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -5642443.000000 Penalty: 1039.547852
	Iteration 77Q: 3 clusters Score -5642443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -5642444.500000 Penalty: 1039.547852
	Iteration 78Q: 3 clusters Score -5642444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -5642444.500000 Penalty: 1039.547852
	Iteration 79F: 3 clusters Score -5642444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Entering Unmasked Estep 
Score: -328637.937500 Penalty: 391.595093
	Iteration 0F: 2 clusters Score -328637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -324980.281250 Penalty: 783.190186
	Iteration 0F: 3 clusters Score -324980.3 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -326324.281250 Penalty: 783.190186
	Iteration 1F: 3 clusters Score -326324.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -326540.093750 Penalty: 783.190186
	Iteration 2F: 3 clusters Score -326540.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -326808.625000 Penalty: 783.190186
	Iteration 3F: 3 clusters Score -326808.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -327119.781250 Penalty: 783.190186
	Iteration 4F: 3 clusters Score -327119.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -327373.406250 Penalty: 783.190186
	Iteration 5F: 3 clusters Score -327373.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -327521.343750 Penalty: 783.190186
	Iteration 6Q: 3 clusters Score -327521.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -327605.125000 Penalty: 783.190186
	Iteration 7Q: 3 clusters Score -327605.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -327664.937500 Penalty: 783.190186
	Iteration 8Q: 3 clusters Score -327664.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -327721.312500 Penalty: 783.190186
	Iteration 9Q: 3 clusters Score -327721.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -327776.375000 Penalty: 783.190186
	Iteration 10Q: 3 clusters Score -327776.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -327846.593750 Penalty: 783.190186
	Iteration 11Q: 3 clusters Score -327846.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -327925.875000 Penalty: 783.190186
	Iteration 12Q: 3 clusters Score -327925.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -327999.062500 Penalty: 783.190186
	Iteration 13Q: 3 clusters Score -327999.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -328062.781250 Penalty: 783.190186
	Iteration 14Q: 3 clusters Score -328062.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -328128.437500 Penalty: 783.190186
	Iteration 15Q: 3 clusters Score -328128.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -328225.625000 Penalty: 783.190186
	Iteration 16Q: 3 clusters Score -328225.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -328328.437500 Penalty: 783.190186
	Iteration 17Q: 3 clusters Score -328328.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -328398.875000 Penalty: 783.190186
	Iteration 18Q: 3 clusters Score -328398.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -328431.656250 Penalty: 783.190186
	Iteration 19Q: 3 clusters Score -328431.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -328458.531250 Penalty: 783.190186
	Iteration 20F: 3 clusters Score -328458.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -328469.125000 Penalty: 783.190186
	Iteration 21Q: 3 clusters Score -328469.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -328475.437500 Penalty: 783.190186
	Iteration 22Q: 3 clusters Score -328475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -328480.250000 Penalty: 783.190186
	Iteration 23Q: 3 clusters Score -328480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -328482.906250 Penalty: 783.190186
	Iteration 24Q: 3 clusters Score -328482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -328486.312500 Penalty: 783.190186
	Iteration 25Q: 3 clusters Score -328486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -328488.406250 Penalty: 783.190186
	Iteration 26Q: 3 clusters Score -328488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -328491.000000 Penalty: 783.190186
	Iteration 27Q: 3 clusters Score -328491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328492.531250 Penalty: 783.190186
	Iteration 28Q: 3 clusters Score -328492.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328492.781250 Penalty: 783.190186
	Iteration 29Q: 3 clusters Score -328492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328493.187500 Penalty: 783.190186
	Iteration 30Q: 3 clusters Score -328493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328494.031250 Penalty: 783.190186
	Iteration 31Q: 3 clusters Score -328494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -328494.343750 Penalty: 783.190186
	Iteration 32Q: 3 clusters Score -328494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -328494.187500 Penalty: 783.190186
	Iteration 33Q: 3 clusters Score -328494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -328494.187500 Penalty: 783.190186
	Iteration 34F: 3 clusters Score -328494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Entering Unmasked Estep 
Score: -1266050.125000 Penalty: 449.854004
	Iteration 0F: 2 clusters Score -1266050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1252847.750000 Penalty: 899.708008
	Iteration 0F: 3 clusters Score -1252848 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1258017.250000 Penalty: 899.708008
	Iteration 1F: 3 clusters Score -1258017 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1258297.125000 Penalty: 899.708008
	Iteration 2Q: 3 clusters Score -1258297 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1258734.750000 Penalty: 899.708008
	Iteration 3Q: 3 clusters Score -1258735 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1259448.250000 Penalty: 899.708008
	Iteration 4F: 3 clusters Score -1259448 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1260571.375000 Penalty: 899.708008
	Iteration 5F: 3 clusters Score -1260571 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1262090.125000 Penalty: 899.708008
	Iteration 6F: 3 clusters Score -1262090 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1263486.500000 Penalty: 899.708008
	Iteration 7F: 3 clusters Score -1263486 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1264319.000000 Penalty: 899.708008
	Iteration 8Q: 3 clusters Score -1264319 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1264732.125000 Penalty: 899.708008
	Iteration 9Q: 3 clusters Score -1264732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1264962.125000 Penalty: 899.708008
	Iteration 10Q: 3 clusters Score -1264962 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1265128.000000 Penalty: 899.708008
	Iteration 11Q: 3 clusters Score -1265128 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1265243.625000 Penalty: 899.708008
	Iteration 12Q: 3 clusters Score -1265244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1265333.250000 Penalty: 899.708008
	Iteration 13Q: 3 clusters Score -1265333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1265415.875000 Penalty: 899.708008
	Iteration 14Q: 3 clusters Score -1265416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1265484.000000 Penalty: 899.708008
	Iteration 15Q: 3 clusters Score -1265484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1265523.000000 Penalty: 899.708008
	Iteration 16Q: 3 clusters Score -1265523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1265557.625000 Penalty: 899.708008
	Iteration 17Q: 3 clusters Score -1265558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1265594.500000 Penalty: 899.708008
	Iteration 18Q: 3 clusters Score -1265594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1265625.625000 Penalty: 899.708008
	Iteration 19Q: 3 clusters Score -1265626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1265641.125000 Penalty: 899.708008
	Iteration 20F: 3 clusters Score -1265641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1265650.125000 Penalty: 899.708008
	Iteration 21Q: 3 clusters Score -1265650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1265669.875000 Penalty: 899.708008
	Iteration 22Q: 3 clusters Score -1265670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1265690.375000 Penalty: 899.708008
	Iteration 23Q: 3 clusters Score -1265690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1265696.000000 Penalty: 899.708008
	Iteration 24Q: 3 clusters Score -1265696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1265711.000000 Penalty: 899.708008
	Iteration 25Q: 3 clusters Score -1265711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1265719.000000 Penalty: 899.708008
	Iteration 26Q: 3 clusters Score -1265719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1265723.375000 Penalty: 899.708008
	Iteration 27Q: 3 clusters Score -1265723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1265725.250000 Penalty: 899.708008
	Iteration 28Q: 3 clusters Score -1265725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1265726.750000 Penalty: 899.708008
	Iteration 29Q: 3 clusters Score -1265727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1265727.000000 Penalty: 899.708008
	Iteration 30Q: 3 clusters Score -1265727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1265728.500000 Penalty: 899.708008
	Iteration 31Q: 3 clusters Score -1265728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1265728.500000 Penalty: 899.708008
	Iteration 32F: 3 clusters Score -1265728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34017.667969 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -34017.67 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 239 members 
Entering Unmasked Estep 
Score: -33538.585938 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -33538.59 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33660.910156 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -33660.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33684.382812 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -33684.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33693.609375 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -33693.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33698.609375 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -33698.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33707.722656 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -33707.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33711.957031 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -33711.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33716.726562 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -33716.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33721.605469 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -33721.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33723.406250 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -33723.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33724.324219 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -33724.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33726.035156 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -33726.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33728.613281 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -33728.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33730.570312 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -33730.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33731.691406 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -33731.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33733.460938 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -33733.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33734.234375 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -33734.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33734.574219 Penalty: 558.729492
	Iteration 17Q: 3 clusters Score -33734.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33734.574219 Penalty: 558.729492
	Iteration 18F: 3 clusters Score -33734.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Entering Unmasked Estep 
Score: -4407716.000000 Penalty: 508.514893
	Iteration 0F: 2 clusters Score -4407716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4359976.500000 Penalty: 1017.029785
	Iteration 0F: 3 clusters Score -4359976 nChanged 34644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4380868.500000 Penalty: 1017.029785
	Iteration 1F: 3 clusters Score -4380868 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4381335.000000 Penalty: 1017.029785
	Iteration 2Q: 3 clusters Score -4381335 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -4381792.500000 Penalty: 1017.029785
	Iteration 3Q: 3 clusters Score -4381792 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4382277.500000 Penalty: 1017.029785
	Iteration 4Q: 3 clusters Score -4382278 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4382791.500000 Penalty: 1017.029785
	Iteration 5Q: 3 clusters Score -4382792 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4383334.000000 Penalty: 1017.029785
	Iteration 6Q: 3 clusters Score -4383334 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4384055.000000 Penalty: 1017.029785
	Iteration 7Q: 3 clusters Score -4384055 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4385008.500000 Penalty: 1017.029785
	Iteration 8Q: 3 clusters Score -4385008 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4386491.000000 Penalty: 1017.029785
	Iteration 9Q: 3 clusters Score -4386491 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4388635.500000 Penalty: 1017.029785
	Iteration 10Q: 3 clusters Score -4388636 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4391263.500000 Penalty: 1017.029785
	Iteration 11F: 3 clusters Score -4391264 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4393258.000000 Penalty: 1017.029785
	Iteration 12F: 3 clusters Score -4393258 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4394145.000000 Penalty: 1017.029785
	Iteration 13Q: 3 clusters Score -4394145 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4394481.500000 Penalty: 1017.029785
	Iteration 14Q: 3 clusters Score -4394482 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4394641.000000 Penalty: 1017.029785
	Iteration 15Q: 3 clusters Score -4394641 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4394730.500000 Penalty: 1017.029785
	Iteration 16Q: 3 clusters Score -4394730 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4394864.000000 Penalty: 1017.029785
	Iteration 17Q: 3 clusters Score -4394864 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4395032.000000 Penalty: 1017.029785
	Iteration 18Q: 3 clusters Score -4395032 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -4395144.000000 Penalty: 1017.029785
	Iteration 19Q: 3 clusters Score -4395144 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4395344.500000 Penalty: 1017.029785
	Iteration 20F: 3 clusters Score -4395344 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -4395638.000000 Penalty: 1017.029785
	Iteration 21Q: 3 clusters Score -4395638 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4395945.500000 Penalty: 1017.029785
	Iteration 22Q: 3 clusters Score -4395946 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4396435.500000 Penalty: 1017.029785
	Iteration 23Q: 3 clusters Score -4396436 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4396986.000000 Penalty: 1017.029785
	Iteration 24Q: 3 clusters Score -4396986 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4397597.500000 Penalty: 1017.029785
	Iteration 25Q: 3 clusters Score -4397598 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4398178.500000 Penalty: 1017.029785
	Iteration 26Q: 3 clusters Score -4398178 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4398790.000000 Penalty: 1017.029785
	Iteration 27Q: 3 clusters Score -4398790 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4399443.000000 Penalty: 1017.029785
	Iteration 28Q: 3 clusters Score -4399443 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4400015.500000 Penalty: 1017.029785
	Iteration 29Q: 3 clusters Score -4400016 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4400548.000000 Penalty: 1017.029785
	Iteration 30Q: 3 clusters Score -4400548 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4401084.000000 Penalty: 1017.029785
	Iteration 31Q: 3 clusters Score -4401084 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4401543.500000 Penalty: 1017.029785
	Iteration 32Q: 3 clusters Score -4401544 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4401966.000000 Penalty: 1017.029785
	Iteration 33Q: 3 clusters Score -4401966 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4402413.500000 Penalty: 1017.029785
	Iteration 34Q: 3 clusters Score -4402414 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4402908.500000 Penalty: 1017.029785
	Iteration 35Q: 3 clusters Score -4402908 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4403372.000000 Penalty: 1017.029785
	Iteration 36Q: 3 clusters Score -4403372 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4403802.000000 Penalty: 1017.029785
	Iteration 37Q: 3 clusters Score -4403802 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4404277.000000 Penalty: 1017.029785
	Iteration 38Q: 3 clusters Score -4404277 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4404723.500000 Penalty: 1017.029785
	Iteration 39Q: 3 clusters Score -4404724 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4405164.000000 Penalty: 1017.029785
	Iteration 40F: 3 clusters Score -4405164 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4405596.500000 Penalty: 1017.029785
	Iteration 41Q: 3 clusters Score -4405596 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4405976.500000 Penalty: 1017.029785
	Iteration 42Q: 3 clusters Score -4405976 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4406368.500000 Penalty: 1017.029785
	Iteration 43Q: 3 clusters Score -4406368 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4406691.500000 Penalty: 1017.029785
	Iteration 44Q: 3 clusters Score -4406692 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4406967.500000 Penalty: 1017.029785
	Iteration 45Q: 3 clusters Score -4406968 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4407140.500000 Penalty: 1017.029785
	Iteration 46Q: 3 clusters Score -4407140 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4407238.500000 Penalty: 1017.029785
	Iteration 47Q: 3 clusters Score -4407238 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4407300.000000 Penalty: 1017.029785
	Iteration 48Q: 3 clusters Score -4407300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4407343.500000 Penalty: 1017.029785
	Iteration 49Q: 3 clusters Score -4407344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4407370.000000 Penalty: 1017.029785
	Iteration 50Q: 3 clusters Score -4407370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4407395.000000 Penalty: 1017.029785
	Iteration 51Q: 3 clusters Score -4407395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4407407.500000 Penalty: 1017.029785
	Iteration 52Q: 3 clusters Score -4407408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4407425.500000 Penalty: 1017.029785
	Iteration 53Q: 3 clusters Score -4407426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4407427.000000 Penalty: 1017.029785
	Iteration 54Q: 3 clusters Score -4407427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4407433.000000 Penalty: 1017.029785
	Iteration 55Q: 3 clusters Score -4407433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4407424.500000 Penalty: 1017.029785
	Iteration 56Q: 3 clusters Score -4407424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4407425.500000 Penalty: 1017.029785
	Iteration 57Q: 3 clusters Score -4407426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4407438.000000 Penalty: 1017.029785
	Iteration 58Q: 3 clusters Score -4407438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4407438.500000 Penalty: 1017.029785
	Iteration 59Q: 3 clusters Score -4407438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4407448.000000 Penalty: 1017.029785
	Iteration 60F: 3 clusters Score -4407448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4407449.000000 Penalty: 1017.029785
	Iteration 61Q: 3 clusters Score -4407449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4407447.500000 Penalty: 1017.029785
	Iteration 62Q: 3 clusters Score -4407448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4407453.500000 Penalty: 1017.029785
	Iteration 63Q: 3 clusters Score -4407454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4407454.500000 Penalty: 1017.029785
	Iteration 64Q: 3 clusters Score -4407454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4407450.500000 Penalty: 1017.029785
	Iteration 65Q: 3 clusters Score -4407450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4407447.500000 Penalty: 1017.029785
	Iteration 66Q: 3 clusters Score -4407448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4407455.500000 Penalty: 1017.029785
	Iteration 67Q: 3 clusters Score -4407456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4407460.000000 Penalty: 1017.029785
	Iteration 68Q: 3 clusters Score -4407460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4407458.500000 Penalty: 1017.029785
	Iteration 69Q: 3 clusters Score -4407458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4407460.500000 Penalty: 1017.029785
	Iteration 70Q: 3 clusters Score -4407460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4407459.500000 Penalty: 1017.029785
	Iteration 71Q: 3 clusters Score -4407460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4407461.000000 Penalty: 1017.029785
	Iteration 72Q: 3 clusters Score -4407461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4407461.000000 Penalty: 1017.029785
	Iteration 73F: 3 clusters Score -4407461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Entering Unmasked Estep 
Score: -5719707.500000 Penalty: 520.059082
	Iteration 0F: 2 clusters Score -5719708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -5659594.500000 Penalty: 1040.118164
	Iteration 0F: 3 clusters Score -5659594 nChanged 44650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5688980.500000 Penalty: 1040.118164
	Iteration 1F: 3 clusters Score -5688980 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -5692584.500000 Penalty: 1040.118164
	Iteration 2F: 3 clusters Score -5692584 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -5698244.000000 Penalty: 1040.118164
	Iteration 3F: 3 clusters Score -5698244 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5705130.500000 Penalty: 1040.118164
	Iteration 4F: 3 clusters Score -5705130 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5710312.500000 Penalty: 1040.118164
	Iteration 5F: 3 clusters Score -5710312 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5713211.500000 Penalty: 1040.118164
	Iteration 6Q: 3 clusters Score -5713212 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5714612.500000 Penalty: 1040.118164
	Iteration 7Q: 3 clusters Score -5714612 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5715660.000000 Penalty: 1040.118164
	Iteration 8Q: 3 clusters Score -5715660 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -5716403.000000 Penalty: 1040.118164
	Iteration 9Q: 3 clusters Score -5716403 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5717099.500000 Penalty: 1040.118164
	Iteration 10Q: 3 clusters Score -5717100 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -5717752.500000 Penalty: 1040.118164
	Iteration 11Q: 3 clusters Score -5717752 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -5718263.500000 Penalty: 1040.118164
	Iteration 12Q: 3 clusters Score -5718264 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -5718687.500000 Penalty: 1040.118164
	Iteration 13Q: 3 clusters Score -5718688 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5719007.500000 Penalty: 1040.118164
	Iteration 14Q: 3 clusters Score -5719008 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -5719181.000000 Penalty: 1040.118164
	Iteration 15Q: 3 clusters Score -5719181 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -5719352.500000 Penalty: 1040.118164
	Iteration 16Q: 3 clusters Score -5719352 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5719485.500000 Penalty: 1040.118164
	Iteration 17Q: 3 clusters Score -5719486 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5719624.500000 Penalty: 1040.118164
	Iteration 18Q: 3 clusters Score -5719624 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5719702.500000 Penalty: 1040.118164
	Iteration 19Q: 3 clusters Score -5719702 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5719762.500000 Penalty: 1040.118164
	Iteration 20F: 3 clusters Score -5719762 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5719799.000000 Penalty: 1040.118164
	Iteration 21Q: 3 clusters Score -5719799 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5719808.000000 Penalty: 1040.118164
	Iteration 22Q: 3 clusters Score -5719808 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5719848.000000 Penalty: 1040.118164
	Iteration 23Q: 3 clusters Score -5719848 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5719845.000000 Penalty: 1040.118164
	Iteration 24Q: 3 clusters Score -5719845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5719859.500000 Penalty: 1040.118164
	Iteration 25Q: 3 clusters Score -5719860 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5719886.500000 Penalty: 1040.118164
	Iteration 26Q: 3 clusters Score -5719886 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5719907.000000 Penalty: 1040.118164
	Iteration 27Q: 3 clusters Score -5719907 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5719930.000000 Penalty: 1040.118164
	Iteration 28Q: 3 clusters Score -5719930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5719930.000000 Penalty: 1040.118164
	Iteration 29Q: 3 clusters Score -5719930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5719933.000000 Penalty: 1040.118164
	Iteration 30Q: 3 clusters Score -5719933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5719928.000000 Penalty: 1040.118164
	Iteration 31Q: 3 clusters Score -5719928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5719935.000000 Penalty: 1040.118164
	Iteration 32Q: 3 clusters Score -5719935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5719939.000000 Penalty: 1040.118164
	Iteration 33Q: 3 clusters Score -5719939 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5719931.500000 Penalty: 1040.118164
	Iteration 34Q: 3 clusters Score -5719932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5719932.500000 Penalty: 1040.118164
	Iteration 35Q: 3 clusters Score -5719932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5719916.000000 Penalty: 1040.118164
	Iteration 36Q: 3 clusters Score -5719916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5719914.000000 Penalty: 1040.118164
	Iteration 37Q: 3 clusters Score -5719914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5719905.000000 Penalty: 1040.118164
	Iteration 38Q: 3 clusters Score -5719905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5719899.500000 Penalty: 1040.118164
	Iteration 39Q: 3 clusters Score -5719900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5719892.000000 Penalty: 1040.118164
	Iteration 40F: 3 clusters Score -5719892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5719868.500000 Penalty: 1040.118164
	Iteration 41Q: 3 clusters Score -5719868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5719865.500000 Penalty: 1040.118164
	Iteration 42Q: 3 clusters Score -5719866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5719868.000000 Penalty: 1040.118164
	Iteration 43Q: 3 clusters Score -5719868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5719874.500000 Penalty: 1040.118164
	Iteration 44Q: 3 clusters Score -5719874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5719881.000000 Penalty: 1040.118164
	Iteration 45Q: 3 clusters Score -5719881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5719877.500000 Penalty: 1040.118164
	Iteration 46Q: 3 clusters Score -5719878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5719880.500000 Penalty: 1040.118164
	Iteration 47Q: 3 clusters Score -5719880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5719870.500000 Penalty: 1040.118164
	Iteration 48Q: 3 clusters Score -5719870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5719864.000000 Penalty: 1040.118164
	Iteration 49Q: 3 clusters Score -5719864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5719858.000000 Penalty: 1040.118164
	Iteration 50Q: 3 clusters Score -5719858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5719863.500000 Penalty: 1040.118164
	Iteration 51Q: 3 clusters Score -5719864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5719862.000000 Penalty: 1040.118164
	Iteration 52Q: 3 clusters Score -5719862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5719856.500000 Penalty: 1040.118164
	Iteration 53Q: 3 clusters Score -5719856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5719849.500000 Penalty: 1040.118164
	Iteration 54Q: 3 clusters Score -5719850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5719860.000000 Penalty: 1040.118164
	Iteration 55Q: 3 clusters Score -5719860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5719855.000000 Penalty: 1040.118164
	Iteration 56Q: 3 clusters Score -5719855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5719850.000000 Penalty: 1040.118164
	Iteration 57Q: 3 clusters Score -5719850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5719844.500000 Penalty: 1040.118164
	Iteration 58Q: 3 clusters Score -5719844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5719837.500000 Penalty: 1040.118164
	Iteration 59Q: 3 clusters Score -5719838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5719839.000000 Penalty: 1040.118164
	Iteration 60F: 3 clusters Score -5719839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5719837.000000 Penalty: 1040.118164
	Iteration 61Q: 3 clusters Score -5719837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5719838.500000 Penalty: 1040.118164
	Iteration 62Q: 3 clusters Score -5719838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5719834.000000 Penalty: 1040.118164
	Iteration 63Q: 3 clusters Score -5719834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5719829.000000 Penalty: 1040.118164
	Iteration 64Q: 3 clusters Score -5719829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5719830.000000 Penalty: 1040.118164
	Iteration 65Q: 3 clusters Score -5719830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5719833.000000 Penalty: 1040.118164
	Iteration 66Q: 3 clusters Score -5719833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5719828.500000 Penalty: 1040.118164
	Iteration 67Q: 3 clusters Score -5719828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5719830.000000 Penalty: 1040.118164
	Iteration 68Q: 3 clusters Score -5719830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5719825.500000 Penalty: 1040.118164
	Iteration 69Q: 3 clusters Score -5719826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5719824.500000 Penalty: 1040.118164
	Iteration 70Q: 3 clusters Score -5719824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5719826.500000 Penalty: 1040.118164
	Iteration 71Q: 3 clusters Score -5719826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5719821.500000 Penalty: 1040.118164
	Iteration 72Q: 3 clusters Score -5719822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5719823.000000 Penalty: 1040.118164
	Iteration 73Q: 3 clusters Score -5719823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5719816.500000 Penalty: 1040.118164
	Iteration 74Q: 3 clusters Score -5719816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5719817.500000 Penalty: 1040.118164
	Iteration 75Q: 3 clusters Score -5719818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5719815.500000 Penalty: 1040.118164
	Iteration 76Q: 3 clusters Score -5719816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5719815.500000 Penalty: 1040.118164
	Iteration 77Q: 3 clusters Score -5719816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5719818.500000 Penalty: 1040.118164
	Iteration 78Q: 3 clusters Score -5719818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5719819.500000 Penalty: 1040.118164
	Iteration 79Q: 3 clusters Score -5719820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5719818.000000 Penalty: 1040.118164
	Iteration 80F: 3 clusters Score -5719818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5719817.500000 Penalty: 1040.118164
	Iteration 81Q: 3 clusters Score -5719818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5719821.000000 Penalty: 1040.118164
	Iteration 82Q: 3 clusters Score -5719821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5719818.500000 Penalty: 1040.118164
	Iteration 83Q: 3 clusters Score -5719818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5719818.500000 Penalty: 1040.118164
	Iteration 84Q: 3 clusters Score -5719818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5719812.000000 Penalty: 1040.118164
	Iteration 85Q: 3 clusters Score -5719812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5719812.500000 Penalty: 1040.118164
	Iteration 86Q: 3 clusters Score -5719812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5719813.500000 Penalty: 1040.118164
	Iteration 87Q: 3 clusters Score -5719814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5719809.500000 Penalty: 1040.118164
	Iteration 88Q: 3 clusters Score -5719810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5719811.000000 Penalty: 1040.118164
	Iteration 89Q: 3 clusters Score -5719811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5719809.500000 Penalty: 1040.118164
	Iteration 90Q: 3 clusters Score -5719810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5719806.500000 Penalty: 1040.118164
	Iteration 91Q: 3 clusters Score -5719806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90211 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5719808.500000 Penalty: 1040.118164
	Iteration 92Q: 3 clusters Score -5719808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5719810.500000 Penalty: 1040.118164
	Iteration 93Q: 3 clusters Score -5719810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5719810.500000 Penalty: 1040.118164
	Iteration 94F: 3 clusters Score -5719810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 112321 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 91455 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 19671 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 71407 members 
Mstep: Class 15 contains 90212 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102976 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 153173 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 807 members 
Mstep: Class 30 contains 1818 members 
Entering Unmasked Estep 
Score: -53203924.000000 Penalty: 18711.464844
Splitting cluster 15 changes total score from -53203908.000000 to -53203924.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -16798.083984 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -16798.08 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: -16489.109375 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -16489.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16594.781250 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -16594.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16705.195312 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -16705.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16825.003906 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -16825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16875.916016 Penalty: 503.897430
	Iteration 4F: 3 clusters Score -16875.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16911.761719 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -16911.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16916.908203 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -16916.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16916.908203 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -16916.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 169 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 13379 members 
Mstep: Class 8 contains 112321 members 
Mstep: Class 9 contains 44612 members 
Mstep: Class 10 contains 91455 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 19671 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 71407 members 
Mstep: Class 15 contains 90212 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 102976 members 
Mstep: Class 23 contains 1159 members 
Mstep: Class 24 contains 2574 members 
Mstep: Class 25 contains 4827 members 
Mstep: Class 26 contains 153173 members 
Mstep: Class 27 contains 1560 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 807 members 
Mstep: Class 30 contains 1818 members 
Mstep: Class 31 contains 86 members 
Entering Unmasked Estep 
Score: -53203636.000000 Penalty: 19335.181641
Splitting cluster 16 changes total score from -53203908.000000 to -53203636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (88389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Entering Unmasked Estep 
Score: -5498678.500000 Penalty: 518.222351
	Iteration 0F: 2 clusters Score -5498678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5442459.500000 Penalty: 1036.444702
	Iteration 0F: 3 clusters Score -5442460 nChanged 43260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5469527.000000 Penalty: 1036.444702
	Iteration 1F: 3 clusters Score -5469527 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5471292.500000 Penalty: 1036.444702
	Iteration 2Q: 3 clusters Score -5471292 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5474131.500000 Penalty: 1036.444702
	Iteration 3F: 3 clusters Score -5474132 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5478507.000000 Penalty: 1036.444702
	Iteration 4F: 3 clusters Score -5478507 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5483815.000000 Penalty: 1036.444702
	Iteration 5F: 3 clusters Score -5483815 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5487330.000000 Penalty: 1036.444702
	Iteration 6F: 3 clusters Score -5487330 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5488384.000000 Penalty: 1036.444702
	Iteration 7Q: 3 clusters Score -5488384 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5488650.000000 Penalty: 1036.444702
	Iteration 8Q: 3 clusters Score -5488650 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -5488806.000000 Penalty: 1036.444702
	Iteration 9Q: 3 clusters Score -5488806 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -5488967.500000 Penalty: 1036.444702
	Iteration 10Q: 3 clusters Score -5488968 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -5489162.000000 Penalty: 1036.444702
	Iteration 11Q: 3 clusters Score -5489162 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5489326.500000 Penalty: 1036.444702
	Iteration 12Q: 3 clusters Score -5489326 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -5489456.000000 Penalty: 1036.444702
	Iteration 13Q: 3 clusters Score -5489456 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5489605.000000 Penalty: 1036.444702
	Iteration 14Q: 3 clusters Score -5489605 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -5489714.500000 Penalty: 1036.444702
	Iteration 15Q: 3 clusters Score -5489714 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5489803.500000 Penalty: 1036.444702
	Iteration 16Q: 3 clusters Score -5489804 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5489888.500000 Penalty: 1036.444702
	Iteration 17Q: 3 clusters Score -5489888 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -5490049.500000 Penalty: 1036.444702
	Iteration 18Q: 3 clusters Score -5490050 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -5490183.000000 Penalty: 1036.444702
	Iteration 19Q: 3 clusters Score -5490183 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -5490298.000000 Penalty: 1036.444702
	Iteration 20F: 3 clusters Score -5490298 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -5490407.500000 Penalty: 1036.444702
	Iteration 21Q: 3 clusters Score -5490408 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -5490439.000000 Penalty: 1036.444702
	Iteration 22Q: 3 clusters Score -5490439 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -5490482.500000 Penalty: 1036.444702
	Iteration 23Q: 3 clusters Score -5490482 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -5490606.000000 Penalty: 1036.444702
	Iteration 24Q: 3 clusters Score -5490606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -5490668.000000 Penalty: 1036.444702
	Iteration 25Q: 3 clusters Score -5490668 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -5490727.000000 Penalty: 1036.444702
	Iteration 26Q: 3 clusters Score -5490727 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -5490775.500000 Penalty: 1036.444702
	Iteration 27Q: 3 clusters Score -5490776 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5490827.500000 Penalty: 1036.444702
	Iteration 28Q: 3 clusters Score -5490828 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -5490841.500000 Penalty: 1036.444702
	Iteration 29Q: 3 clusters Score -5490842 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -5490895.000000 Penalty: 1036.444702
	Iteration 30Q: 3 clusters Score -5490895 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -5490948.000000 Penalty: 1036.444702
	Iteration 31Q: 3 clusters Score -5490948 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -5490963.500000 Penalty: 1036.444702
	Iteration 32Q: 3 clusters Score -5490964 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -5490996.000000 Penalty: 1036.444702
	Iteration 33Q: 3 clusters Score -5490996 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -5491006.000000 Penalty: 1036.444702
	Iteration 34Q: 3 clusters Score -5491006 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -5491025.000000 Penalty: 1036.444702
	Iteration 35Q: 3 clusters Score -5491025 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -5491061.000000 Penalty: 1036.444702
	Iteration 36Q: 3 clusters Score -5491061 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5491098.500000 Penalty: 1036.444702
	Iteration 37Q: 3 clusters Score -5491098 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -5491144.000000 Penalty: 1036.444702
	Iteration 38Q: 3 clusters Score -5491144 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -5491156.500000 Penalty: 1036.444702
	Iteration 39Q: 3 clusters Score -5491156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -5491187.000000 Penalty: 1036.444702
	Iteration 40F: 3 clusters Score -5491187 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -5491207.000000 Penalty: 1036.444702
	Iteration 41Q: 3 clusters Score -5491207 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -5491227.500000 Penalty: 1036.444702
	Iteration 42Q: 3 clusters Score -5491228 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5491254.500000 Penalty: 1036.444702
	Iteration 43Q: 3 clusters Score -5491254 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -5491290.000000 Penalty: 1036.444702
	Iteration 44Q: 3 clusters Score -5491290 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -5491311.000000 Penalty: 1036.444702
	Iteration 45Q: 3 clusters Score -5491311 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -5491337.500000 Penalty: 1036.444702
	Iteration 46Q: 3 clusters Score -5491338 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -5491350.500000 Penalty: 1036.444702
	Iteration 47Q: 3 clusters Score -5491350 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -5491365.500000 Penalty: 1036.444702
	Iteration 48Q: 3 clusters Score -5491366 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5491383 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -5491414.500000 Penalty: 1036.444702
	Iteration 50Q: 3 clusters Score -5491414 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5491464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5491470 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5491469 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -5491482.500000 Penalty: 1036.444702
	Iteration 54Q: 3 clusters Score -5491482 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5491498 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -5491533.500000 Penalty: 1036.444702
	Iteration 56Q: 3 clusters Score -5491534 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5491554 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5491583 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5491586 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -5491611.000000 Penalty: 1036.444702
	Iteration 60F: 3 clusters Score -5491611 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -5491600.500000 Penalty: 1036.444702
	Iteration 61Q: 3 clusters Score -5491600 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -5491626.500000 Penalty: 1036.444702
	Iteration 62Q: 3 clusters Score -5491626 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5491637 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5491678 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -5491682.500000 Penalty: 1036.444702
	Iteration 65Q: 3 clusters Score -5491682 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -5491705.000000 Penalty: 1036.444702
	Iteration 66Q: 3 clusters Score -5491705 nChanged 219
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Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -5491715.000000 Penalty: 1036.444702
	Iteration 67Q: 3 clusters Score -5491715 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -5491721.000000 Penalty: 1036.444702
	Iteration 68Q: 3 clusters Score -5491721 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -5491743.500000 Penalty: 1036.444702
	Iteration 69Q: 3 clusters Score -5491744 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -5491738.500000 Penalty: 1036.444702
	Iteration 70Q: 3 clusters Score -5491738 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -5491753.000000 Penalty: 1036.444702
	Iteration 71Q: 3 clusters Score -5491753 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -5491790.000000 Penalty: 1036.444702
	Iteration 72Q: 3 clusters Score -5491790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5491782 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -5491775.000000 Penalty: 1036.444702
	Iteration 74Q: 3 clusters Score -5491775 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5491784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5491812 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -5491808.500000 Penalty: 1036.444702
	Iteration 77Q: 3 clusters Score -5491808 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -5491822.500000 Penalty: 1036.444702
	Iteration 78Q: 3 clusters Score -5491822 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -5491837.500000 Penalty: 1036.444702
	Iteration 79Q: 3 clusters Score -5491838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -5491844.000000 Penalty: 1036.444702
	Iteration 80F: 3 clusters Score -5491844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -5491850.500000 Penalty: 1036.444702
	Iteration 81Q: 3 clusters Score -5491850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5491880 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5491883 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5491884 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5491886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5491886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5491887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -5491892.000000 Penalty: 1036.444702
	Iteration 88Q: 3 clusters Score -5491892 nChanged 143
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Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5491895 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5491886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -5491875.500000 Penalty: 1036.444702
	Iteration 91Q: 3 clusters Score -5491876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5491869 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5491898 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5491911 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5491917 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5491935 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5491966 nChanged 233
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Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5491975 nChanged 238
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Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5492023 nChanged 239
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Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -5492051.500000 Penalty: 1036.444702
	Iteration 100F: 3 clusters Score -5492052 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5492098 nChanged 283
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Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5492129 nChanged 301
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Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5492166 nChanged 304
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Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5492192 nChanged 306
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Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5492258 nChanged 309
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Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5492276 nChanged 308
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Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5492293 nChanged 292
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Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -5492300.500000 Penalty: 1036.444702
	Iteration 108Q: 3 clusters Score -5492300 nChanged 316
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Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -5492344.500000 Penalty: 1036.444702
	Iteration 109Q: 3 clusters Score -5492344 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5492388 nChanged 352
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Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -5492427.000000 Penalty: 1036.444702
	Iteration 111Q: 3 clusters Score -5492427 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5492484 nChanged 374
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Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5492500 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -5492568.500000 Penalty: 1036.444702
	Iteration 114Q: 3 clusters Score -5492568 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -5492635.000000 Penalty: 1036.444702
	Iteration 115Q: 3 clusters Score -5492635 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -5492679.500000 Penalty: 1036.444702
	Iteration 116Q: 3 clusters Score -5492680 nChanged 520
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Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -5492734.000000 Penalty: 1036.444702
	Iteration 117Q: 3 clusters Score -5492734 nChanged 514
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Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -5492794.000000 Penalty: 1036.444702
	Iteration 118Q: 3 clusters Score -5492794 nChanged 538
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Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5492863 nChanged 590
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -5492927.500000 Penalty: 1036.444702
	Iteration 120F: 3 clusters Score -5492928 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -5492991.500000 Penalty: 1036.444702
	Iteration 121Q: 3 clusters Score -5492992 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -5493119.500000 Penalty: 1036.444702
	Iteration 122Q: 3 clusters Score -5493120 nChanged 795
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -5493261.000000 Penalty: 1036.444702
	Iteration 123Q: 3 clusters Score -5493261 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5493399 nChanged 922
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -5493577.500000 Penalty: 1036.444702
	Iteration 125Q: 3 clusters Score -5493578 nChanged 997
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -5493787.500000 Penalty: 1036.444702
	Iteration 126Q: 3 clusters Score -5493788 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -5494047.500000 Penalty: 1036.444702
	Iteration 127Q: 3 clusters Score -5494048 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -5494397.500000 Penalty: 1036.444702
	Iteration 128Q: 3 clusters Score -5494398 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -5494767.000000 Penalty: 1036.444702
	Iteration 129Q: 3 clusters Score -5494767 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -5495147.500000 Penalty: 1036.444702
	Iteration 130Q: 3 clusters Score -5495148 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -5495606.000000 Penalty: 1036.444702
	Iteration 131Q: 3 clusters Score -5495606 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5496117 nChanged 1480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5496814 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5497437 nChanged 1291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -5497923.000000 Penalty: 1036.444702
	Iteration 135Q: 3 clusters Score -5497923 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -5498259.500000 Penalty: 1036.444702
	Iteration 136Q: 3 clusters Score -5498260 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -5498431.000000 Penalty: 1036.444702
	Iteration 137Q: 3 clusters Score -5498431 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5498601 nChanged 720
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Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5498708 nChanged 670
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -5498777.000000 Penalty: 1036.444702
	Iteration 140F: 3 clusters Score -5498777 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -5498845.500000 Penalty: 1036.444702
	Iteration 141Q: 3 clusters Score -5498846 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -5498886.500000 Penalty: 1036.444702
	Iteration 142Q: 3 clusters Score -5498886 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -5498897.500000 Penalty: 1036.444702
	Iteration 143Q: 3 clusters Score -5498898 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -5498910.500000 Penalty: 1036.444702
	Iteration 144Q: 3 clusters Score -5498910 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -5498928.000000 Penalty: 1036.444702
	Iteration 145Q: 3 clusters Score -5498928 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -5498935.500000 Penalty: 1036.444702
	Iteration 146Q: 3 clusters Score -5498936 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -5498930.000000 Penalty: 1036.444702
	Iteration 147Q: 3 clusters Score -5498930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -5498880.000000 Penalty: 1036.444702
	Iteration 148Q: 3 clusters Score -5498880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -5498876.500000 Penalty: 1036.444702
	Iteration 149Q: 3 clusters Score -5498876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -5498864.500000 Penalty: 1036.444702
	Iteration 150Q: 3 clusters Score -5498864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -5498844.000000 Penalty: 1036.444702
	Iteration 151Q: 3 clusters Score -5498844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -5498822.000000 Penalty: 1036.444702
	Iteration 152Q: 3 clusters Score -5498822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -5498809.500000 Penalty: 1036.444702
	Iteration 153Q: 3 clusters Score -5498810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -5498802.500000 Penalty: 1036.444702
	Iteration 154Q: 3 clusters Score -5498802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -5498785.000000 Penalty: 1036.444702
	Iteration 155Q: 3 clusters Score -5498785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -5498771.000000 Penalty: 1036.444702
	Iteration 156Q: 3 clusters Score -5498771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -5498750.500000 Penalty: 1036.444702
	Iteration 157Q: 3 clusters Score -5498750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -5498748.000000 Penalty: 1036.444702
	Iteration 158Q: 3 clusters Score -5498748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -5498750.500000 Penalty: 1036.444702
	Iteration 159Q: 3 clusters Score -5498750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -5498731.500000 Penalty: 1036.444702
	Iteration 160F: 3 clusters Score -5498732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102